nohup: ignoring input
Device: cuda  |  GPUs visible: 1 ['NVIDIA RTX A4000']
SD302 records discovered: 30567
FVC records discovered: 7040
PolyU records discovered: 5952
Excluded sensors {'R_1000_slap', 'R_500_slap', 'S_500_slap'}: 43559 → 42683 records

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Using cache found in /home/aiserver/.cache/torch/hub/facebookresearch_dinov2_main
/home/aiserver/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/swiglu_ffn.py:43: UserWarning: xFormers is available (SwiGLU)
  warnings.warn("xFormers is available (SwiGLU)")
/home/aiserver/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/attention.py:27: UserWarning: xFormers is available (Attention)
  warnings.warn("xFormers is available (Attention)")
/home/aiserver/.cache/torch/hub/facebookresearch_dinov2_main/dinov2/layers/block.py:33: UserWarning: xFormers is available (Block)
  warnings.warn("xFormers is available (Block)")
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Caching teacher embeddings:  70%|████████████████▏      | 312/445 [00:33<00:13,  9.55it/s]
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Caching teacher embeddings:  71%|████████████████▏      | 314/445 [00:33<00:13,  9.55it/s]
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Caching teacher embeddings:  71%|████████████████▍      | 317/445 [00:33<00:13,  9.55it/s]
Caching teacher embeddings:  71%|████████████████▍      | 318/445 [00:34<00:13,  9.54it/s]
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Caching teacher embeddings:  73%|████████████████▉      | 327/445 [00:34<00:12,  9.55it/s]
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Caching teacher embeddings:  78%|█████████████████▉     | 347/445 [00:37<00:10,  9.53it/s]
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Caching teacher embeddings:  96%|██████████████████████ | 426/445 [00:45<00:02,  9.50it/s]
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Caching teacher embeddings:  98%|██████████████████████▌| 436/445 [00:46<00:00,  9.49it/s]
Caching teacher embeddings:  98%|██████████████████████▌| 437/445 [00:46<00:00,  9.49it/s]
Caching teacher embeddings:  98%|██████████████████████▋| 438/445 [00:46<00:00,  9.50it/s]
Caching teacher embeddings:  99%|██████████████████████▋| 439/445 [00:46<00:00,  9.51it/s]
Caching teacher embeddings:  99%|██████████████████████▋| 440/445 [00:46<00:00,  9.51it/s]
Caching teacher embeddings:  99%|██████████████████████▊| 441/445 [00:46<00:00,  9.52it/s]
Caching teacher embeddings:  99%|██████████████████████▊| 442/445 [00:47<00:00,  9.53it/s]
Caching teacher embeddings: 100%|██████████████████████▉| 443/445 [00:47<00:00,  9.52it/s]
Caching teacher embeddings: 100%|██████████████████████▉| 444/445 [00:47<00:00,  9.52it/s]
Caching teacher embeddings: 100%|███████████████████████| 445/445 [00:47<00:00,  9.37it/s]
Teacher cache: 42683 records × 256-D  (43.7 MB fp32)
Computing prototypes from cached embeddings (proto-max-batches=0, no teacher re-run)...
Prototypes from cache: 1080 identities (no teacher re-run)
Skipping per-identity cosine stats (--no-mat-stats / T33 v14 behaviour) — raw cosine targets for all identities.

Training: 60 epochs | 42683 samples | 444 steps/epoch | batch=96


Ep 001/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 001/60 [S1:deg_only]:   0%|         | 0/444 [00:08<?, ?it/s, loss=1.512, pair=0.075, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   0%| | 1/444 [00:08<1:06:21,  8.99s/it, loss=1.512, pair=0.075, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:   0%| | 1/444 [00:09<1:06:21,  8.99s/it, loss=0.751, pair=0.669, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:   0%| | 2/444 [00:09<27:51,  3.78s/it, loss=0.751, pair=0.669, adv=3.376, sprd=0.053]
Ep 001/60 [S1:deg_only]:   0%| | 2/444 [00:13<27:51,  3.78s/it, loss=1.628, pair=0.137, adv=3.367, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 3/444 [00:13<28:22,  3.86s/it, loss=1.628, pair=0.137, adv=3.367, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 3/444 [00:13<28:22,  3.86s/it, loss=0.680, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 4/444 [00:13<17:30,  2.39s/it, loss=0.680, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 4/444 [00:17<17:30,  2.39s/it, loss=1.361, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 5/444 [00:17<21:36,  2.95s/it, loss=1.361, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 5/444 [00:17<21:36,  2.95s/it, loss=0.985, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 6/444 [00:17<14:32,  1.99s/it, loss=0.985, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 6/444 [00:21<14:32,  1.99s/it, loss=1.098, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 7/444 [00:21<19:20,  2.66s/it, loss=1.098, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 7/444 [00:21<19:20,  2.66s/it, loss=0.499, pair=0.053, adv=3.362, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 8/444 [00:21<13:28,  1.85s/it, loss=0.499, pair=0.053, adv=3.362, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 8/444 [00:21<13:28,  1.85s/it, loss=1.952, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 9/444 [00:21<09:39,  1.33s/it, loss=1.952, pair=0.000, adv=0.000, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 9/444 [00:21<09:39,  1.33s/it, loss=0.590, pair=0.825, adv=3.365, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 10/444 [00:21<06:57,  1.04it/s, loss=0.590, pair=0.825, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   2%| | 10/444 [00:25<06:57,  1.04it/s, loss=1.339, pair=0.810, adv=3.380, sprd=0.053
Ep 001/60 [S1:deg_only]:   2%| | 11/444 [00:25<13:34,  1.88s/it, loss=1.339, pair=0.810, adv=3.380, sprd=0.053
Ep 001/60 [S1:deg_only]:   2%| | 11/444 [00:25<13:34,  1.88s/it, loss=1.293, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 12/444 [00:25<09:42,  1.35s/it, loss=1.293, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 12/444 [00:26<09:42,  1.35s/it, loss=1.157, pair=0.513, adv=3.382, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 13/444 [00:26<07:10,  1.00it/s, loss=1.157, pair=0.513, adv=3.382, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 13/444 [00:26<07:10,  1.00it/s, loss=0.728, pair=0.731, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 14/444 [00:26<05:17,  1.36it/s, loss=0.728, pair=0.731, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 14/444 [00:30<05:17,  1.36it/s, loss=1.055, pair=0.000, adv=3.370, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 15/444 [00:30<12:12,  1.71s/it, loss=1.055, pair=0.000, adv=3.370, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 15/444 [00:30<12:12,  1.71s/it, loss=0.602, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 16/444 [00:30<08:48,  1.23s/it, loss=0.602, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 16/444 [00:34<08:48,  1.23s/it, loss=1.100, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 17/444 [00:34<14:35,  2.05s/it, loss=1.100, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 17/444 [00:34<14:35,  2.05s/it, loss=0.787, pair=0.481, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 18/444 [00:34<10:27,  1.47s/it, loss=0.787, pair=0.481, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 18/444 [00:38<10:27,  1.47s/it, loss=1.198, pair=0.091, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 19/444 [00:38<15:52,  2.24s/it, loss=1.198, pair=0.091, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 19/444 [00:38<15:52,  2.24s/it, loss=0.981, pair=0.528, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 20/444 [00:38<11:22,  1.61s/it, loss=0.981, pair=0.528, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 20/444 [00:42<11:22,  1.61s/it, loss=1.048, pair=0.169, adv=3.350, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 21/444 [00:42<16:14,  2.30s/it, loss=1.048, pair=0.169, adv=3.350, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 21/444 [00:42<16:14,  2.30s/it, loss=0.913, pair=0.569, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 22/444 [00:42<11:37,  1.65s/it, loss=0.913, pair=0.569, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 22/444 [00:46<11:37,  1.65s/it, loss=1.459, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 23/444 [00:46<16:21,  2.33s/it, loss=1.459, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 23/444 [00:46<16:21,  2.33s/it, loss=0.770, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 24/444 [00:46<11:41,  1.67s/it, loss=0.770, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 24/444 [00:46<11:41,  1.67s/it, loss=1.017, pair=0.435, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 25/444 [00:46<08:33,  1.23s/it, loss=1.017, pair=0.435, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 25/444 [00:46<08:33,  1.23s/it, loss=0.681, pair=0.692, adv=3.371, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 26/444 [00:46<06:15,  1.11it/s, loss=0.681, pair=0.692, adv=3.371, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 26/444 [00:47<06:15,  1.11it/s, loss=1.033, pair=0.294, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 27/444 [00:47<04:47,  1.45it/s, loss=1.033, pair=0.294, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 27/444 [00:47<04:47,  1.45it/s, loss=0.727, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 28/444 [00:47<03:37,  1.92it/s, loss=0.727, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 28/444 [00:51<03:37,  1.92it/s, loss=0.758, pair=0.856, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 29/444 [00:51<10:31,  1.52s/it, loss=0.758, pair=0.856, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 29/444 [00:51<10:31,  1.52s/it, loss=0.575, pair=0.200, adv=3.369, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 30/444 [00:51<07:37,  1.11s/it, loss=0.575, pair=0.200, adv=3.369, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 30/444 [00:51<07:37,  1.11s/it, loss=1.382, pair=0.716, adv=3.351, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 31/444 [00:51<05:42,  1.21it/s, loss=1.382, pair=0.716, adv=3.351, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 31/444 [00:51<05:42,  1.21it/s, loss=1.041, pair=0.606, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 32/444 [00:51<04:15,  1.61it/s, loss=1.041, pair=0.606, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 32/444 [00:51<04:15,  1.61it/s, loss=1.223, pair=0.481, adv=3.373, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 33/444 [00:51<03:21,  2.04it/s, loss=1.223, pair=0.481, adv=3.373, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 33/444 [00:51<03:21,  2.04it/s, loss=0.697, pair=0.513, adv=3.370, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 34/444 [00:51<02:37,  2.60it/s, loss=0.697, pair=0.513, adv=3.370, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 34/444 [00:52<02:37,  2.60it/s, loss=0.807, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 35/444 [00:52<02:12,  3.09it/s, loss=0.807, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 35/444 [00:52<02:12,  3.09it/s, loss=0.776, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 36/444 [00:52<01:48,  3.75it/s, loss=0.776, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 36/444 [00:56<01:48,  3.75it/s, loss=0.929, pair=0.419, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 37/444 [00:56<09:16,  1.37s/it, loss=0.929, pair=0.419, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 37/444 [00:56<09:16,  1.37s/it, loss=0.706, pair=0.763, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 38/444 [00:56<06:44,  1.00it/s, loss=0.706, pair=0.763, adv=3.375, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 38/444 [00:56<06:44,  1.00it/s, loss=0.934, pair=0.575, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 39/444 [00:56<05:06,  1.32it/s, loss=0.934, pair=0.575, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 39/444 [00:56<05:06,  1.32it/s, loss=0.713, pair=0.502, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 40/444 [00:56<03:50,  1.76it/s, loss=0.713, pair=0.502, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 40/444 [01:00<03:50,  1.76it/s, loss=1.077, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 41/444 [01:00<10:27,  1.56s/it, loss=1.077, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 41/444 [01:00<10:27,  1.56s/it, loss=0.565, pair=0.669, adv=3.363, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 42/444 [01:00<07:34,  1.13s/it, loss=0.565, pair=0.669, adv=3.363, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 42/444 [01:00<07:34,  1.13s/it, loss=1.095, pair=0.481, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 43/444 [01:00<05:39,  1.18it/s, loss=1.095, pair=0.481, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 43/444 [01:00<05:39,  1.18it/s, loss=0.906, pair=0.408, adv=3.369, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 44/444 [01:00<04:12,  1.58it/s, loss=0.906, pair=0.408, adv=3.369, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 44/444 [01:04<04:12,  1.58it/s, loss=0.910, pair=0.575, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 45/444 [01:04<10:39,  1.60s/it, loss=0.910, pair=0.575, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 45/444 [01:04<10:39,  1.60s/it, loss=1.029, pair=0.544, adv=3.385, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 46/444 [01:04<07:42,  1.16s/it, loss=1.029, pair=0.544, adv=3.385, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 46/444 [01:05<07:42,  1.16s/it, loss=1.414, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 47/444 [01:05<05:44,  1.15it/s, loss=1.414, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 47/444 [01:05<05:44,  1.15it/s, loss=0.745, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 48/444 [01:05<04:16,  1.55it/s, loss=0.745, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 48/444 [01:05<04:16,  1.55it/s, loss=1.277, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 49/444 [01:05<03:20,  1.97it/s, loss=1.277, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 49/444 [01:05<03:20,  1.97it/s, loss=0.843, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 50/444 [01:05<02:35,  2.54it/s, loss=0.843, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 50/444 [01:05<02:35,  2.54it/s, loss=0.995, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 51/444 [01:05<02:11,  2.99it/s, loss=0.995, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 51/444 [01:05<02:11,  2.99it/s, loss=0.749, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 52/444 [01:05<01:47,  3.65it/s, loss=0.749, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 52/444 [01:06<01:47,  3.65it/s, loss=0.822, pair=0.000, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 53/444 [01:06<01:36,  4.04it/s, loss=0.822, pair=0.000, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 53/444 [01:06<01:36,  4.04it/s, loss=0.720, pair=0.919, adv=3.373, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 54/444 [01:06<01:23,  4.69it/s, loss=0.720, pair=0.919, adv=3.373, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 54/444 [01:06<01:23,  4.69it/s, loss=1.183, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  12%| | 55/444 [01:06<01:19,  4.91it/s, loss=1.183, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  12%| | 55/444 [01:06<01:19,  4.91it/s, loss=0.801, pair=0.000, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  13%|▏| 56/444 [01:06<01:10,  5.49it/s, loss=0.801, pair=0.000, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  13%|▏| 56/444 [01:06<01:10,  5.49it/s, loss=1.405, pair=0.513, adv=3.349, sprd=0.053
Ep 001/60 [S1:deg_only]:  13%|▏| 57/444 [01:06<01:10,  5.49it/s, loss=1.405, pair=0.513, adv=3.349, sprd=0.053
Ep 001/60 [S1:deg_only]:  13%|▏| 57/444 [01:06<01:10,  5.49it/s, loss=0.644, pair=0.356, adv=3.347, sprd=0.053
Ep 001/60 [S1:deg_only]:  13%|▏| 58/444 [01:06<01:04,  5.98it/s, loss=0.644, pair=0.356, adv=3.347, sprd=0.053
Ep 001/60 [S1:deg_only]:  13%|▏| 58/444 [01:07<01:04,  5.98it/s, loss=0.789, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 59/444 [01:07<01:07,  5.69it/s, loss=0.789, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 59/444 [01:07<01:07,  5.69it/s, loss=0.736, pair=0.497, adv=3.353, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 60/444 [01:07<01:02,  6.14it/s, loss=0.736, pair=0.497, adv=3.353, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 60/444 [01:07<01:02,  6.14it/s, loss=1.126, pair=0.388, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 61/444 [01:07<01:04,  5.91it/s, loss=1.126, pair=0.388, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 61/444 [01:07<01:04,  5.91it/s, loss=0.619, pair=0.262, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 62/444 [01:07<01:00,  6.33it/s, loss=0.619, pair=0.262, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 62/444 [01:07<01:00,  6.33it/s, loss=1.043, pair=0.044, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 63/444 [01:07<01:02,  6.13it/s, loss=1.043, pair=0.044, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 63/444 [01:07<01:02,  6.13it/s, loss=0.774, pair=0.221, adv=3.377, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 64/444 [01:07<00:58,  6.50it/s, loss=0.774, pair=0.221, adv=3.377, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 64/444 [01:07<00:58,  6.50it/s, loss=0.772, pair=0.606, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 65/444 [01:07<01:01,  6.15it/s, loss=0.772, pair=0.606, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 65/444 [01:08<01:01,  6.15it/s, loss=0.732, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  15%|▏| 66/444 [01:08<00:58,  6.51it/s, loss=0.732, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  15%|▏| 66/444 [01:08<00:58,  6.51it/s, loss=0.811, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 67/444 [01:08<01:01,  6.13it/s, loss=0.811, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 67/444 [01:08<01:01,  6.13it/s, loss=0.703, pair=0.497, adv=3.343, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 68/444 [01:08<00:58,  6.48it/s, loss=0.703, pair=0.497, adv=3.343, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 68/444 [01:08<00:58,  6.48it/s, loss=0.828, pair=0.044, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 69/444 [01:08<01:02,  6.00it/s, loss=0.828, pair=0.044, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 69/444 [01:08<01:02,  6.00it/s, loss=0.769, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 70/444 [01:08<00:58,  6.35it/s, loss=0.769, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 70/444 [01:08<00:58,  6.35it/s, loss=0.753, pair=0.262, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 71/444 [01:08<01:02,  5.94it/s, loss=0.753, pair=0.262, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 71/444 [01:09<01:02,  5.94it/s, loss=0.645, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 72/444 [01:09<00:58,  6.32it/s, loss=0.645, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 72/444 [01:09<00:58,  6.32it/s, loss=1.016, pair=0.419, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 73/444 [01:09<01:03,  5.88it/s, loss=1.016, pair=0.419, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  16%|▏| 73/444 [01:09<01:03,  5.88it/s, loss=1.051, pair=0.169, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 74/444 [01:09<00:58,  6.28it/s, loss=1.051, pair=0.169, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 74/444 [01:09<00:58,  6.28it/s, loss=0.891, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 75/444 [01:09<01:03,  5.86it/s, loss=0.891, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 75/444 [01:09<01:03,  5.86it/s, loss=0.565, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 76/444 [01:09<00:58,  6.27it/s, loss=0.565, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 76/444 [01:09<00:58,  6.27it/s, loss=0.856, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 77/444 [01:09<01:03,  5.79it/s, loss=0.856, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 77/444 [01:10<01:03,  5.79it/s, loss=0.588, pair=0.262, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 78/444 [01:10<00:59,  6.18it/s, loss=0.588, pair=0.262, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 78/444 [01:10<00:59,  6.18it/s, loss=1.008, pair=0.075, adv=3.354, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 79/444 [01:10<01:02,  5.80it/s, loss=1.008, pair=0.075, adv=3.354, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 79/444 [01:10<01:02,  5.80it/s, loss=0.570, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 80/444 [01:10<00:58,  6.22it/s, loss=0.570, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 80/444 [01:10<00:58,  6.22it/s, loss=1.517, pair=0.606, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  18%|▏| 81/444 [01:10<01:02,  5.84it/s, loss=1.517, pair=0.606, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  18%|▏| 81/444 [01:10<01:02,  5.84it/s, loss=0.748, pair=0.356, adv=3.376, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 82/444 [01:10<00:58,  6.23it/s, loss=0.748, pair=0.356, adv=3.376, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 82/444 [01:10<00:58,  6.23it/s, loss=1.154, pair=0.231, adv=3.376, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 83/444 [01:10<01:00,  5.93it/s, loss=1.154, pair=0.231, adv=3.376, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 83/444 [01:11<01:00,  5.93it/s, loss=0.868, pair=0.387, adv=3.353, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 84/444 [01:11<00:57,  6.30it/s, loss=0.868, pair=0.387, adv=3.353, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 84/444 [01:11<00:57,  6.30it/s, loss=0.771, pair=1.075, adv=3.363, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 85/444 [01:11<01:01,  5.86it/s, loss=0.771, pair=1.075, adv=3.363, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 85/444 [01:11<01:01,  5.86it/s, loss=1.112, pair=0.387, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 86/444 [01:11<00:57,  6.23it/s, loss=1.112, pair=0.387, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 86/444 [01:11<00:57,  6.23it/s, loss=0.779, pair=0.669, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 87/444 [01:11<01:00,  5.92it/s, loss=0.779, pair=0.669, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 87/444 [01:11<01:00,  5.92it/s, loss=0.902, pair=0.075, adv=3.346, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 88/444 [01:11<00:56,  6.29it/s, loss=0.902, pair=0.075, adv=3.346, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 88/444 [01:11<00:56,  6.29it/s, loss=0.971, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 89/444 [01:11<01:00,  5.83it/s, loss=0.971, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 89/444 [01:12<01:00,  5.83it/s, loss=0.716, pair=0.387, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 90/444 [01:12<00:56,  6.22it/s, loss=0.716, pair=0.387, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 90/444 [01:12<00:56,  6.22it/s, loss=0.815, pair=0.419, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 91/444 [01:12<00:59,  5.93it/s, loss=0.815, pair=0.419, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 91/444 [01:12<00:59,  5.93it/s, loss=0.789, pair=0.225, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 92/444 [01:12<00:55,  6.30it/s, loss=0.789, pair=0.225, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 92/444 [01:12<00:55,  6.30it/s, loss=0.860, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 93/444 [01:12<00:58,  5.96it/s, loss=0.860, pair=0.000, adv=0.000, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 93/444 [01:12<00:58,  5.96it/s, loss=0.691, pair=0.000, adv=3.344, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 94/444 [01:12<00:55,  6.30it/s, loss=0.691, pair=0.000, adv=3.344, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 94/444 [01:16<00:55,  6.30it/s, loss=1.002, pair=0.356, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 95/444 [01:16<07:26,  1.28s/it, loss=1.002, pair=0.356, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 95/444 [01:16<07:26,  1.28s/it, loss=0.592, pair=0.247, adv=3.375, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 96/444 [01:16<05:25,  1.07it/s, loss=0.592, pair=0.247, adv=3.375, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 96/444 [01:16<05:25,  1.07it/s, loss=0.867, pair=0.560, adv=3.374, sprd=0.053
Ep 001/60 [S1:deg_only]:  22%|▏| 97/444 [01:16<04:06,  1.41it/s, loss=0.867, pair=0.560, adv=3.374, sprd=0.053
Ep 001/60 [S1:deg_only]:  22%|▏| 97/444 [01:17<04:06,  1.41it/s, loss=0.709, pair=0.841, adv=3.363, sprd=0.053
Ep 001/60 [S1:deg_only]:  22%|▏| 98/444 [01:17<03:05,  1.86it/s, loss=0.709, pair=0.841, adv=3.363, sprd=0.053
Ep 001/60 [S1:deg_only]:  22%|▏| 98/444 [01:17<03:05,  1.86it/s, loss=0.821, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 99/444 [01:17<02:29,  2.31it/s, loss=0.821, pair=0.000, adv=0.000, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 99/444 [01:17<02:29,  2.31it/s, loss=0.633, pair=0.106, adv=3.350, sprd=0.053
Ep 001/60 [S1:deg_only]:  23%|▏| 100/444 [01:17<01:58,  2.91it/s, loss=0.633, pair=0.106, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 100/444 [01:17<01:58,  2.91it/s, loss=0.994, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 101/444 [01:17<01:41,  3.36it/s, loss=0.994, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 101/444 [01:17<01:41,  3.36it/s, loss=0.690, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 102/444 [01:17<01:24,  4.03it/s, loss=0.690, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 102/444 [01:21<01:24,  4.03it/s, loss=1.032, pair=0.513, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 103/444 [01:21<07:39,  1.35s/it, loss=1.032, pair=0.513, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 103/444 [01:21<07:39,  1.35s/it, loss=0.716, pair=0.794, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 104/444 [01:21<05:34,  1.02it/s, loss=0.716, pair=0.794, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  23%|▏| 104/444 [01:21<05:34,  1.02it/s, loss=0.999, pair=0.106, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 105/444 [01:21<04:11,  1.35it/s, loss=0.999, pair=0.106, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 105/444 [01:22<04:11,  1.35it/s, loss=0.594, pair=0.075, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 106/444 [01:22<03:09,  1.78it/s, loss=0.594, pair=0.075, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 106/444 [01:22<03:09,  1.78it/s, loss=1.079, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 107/444 [01:22<02:31,  2.22it/s, loss=1.079, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 107/444 [01:22<02:31,  2.22it/s, loss=0.775, pair=0.059, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 108/444 [01:22<01:59,  2.81it/s, loss=0.775, pair=0.059, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  24%|▏| 108/444 [01:22<01:59,  2.81it/s, loss=0.806, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▏| 109/444 [01:22<01:43,  3.25it/s, loss=0.806, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▏| 109/444 [01:22<01:43,  3.25it/s, loss=0.706, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▏| 110/444 [01:22<01:25,  3.90it/s, loss=0.706, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▏| 110/444 [01:22<01:25,  3.90it/s, loss=0.842, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▎| 111/444 [01:22<01:18,  4.22it/s, loss=0.842, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▎| 111/444 [01:23<01:18,  4.22it/s, loss=0.865, pair=0.700, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▎| 112/444 [01:23<01:08,  4.84it/s, loss=0.865, pair=0.700, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▎| 112/444 [01:23<01:08,  4.84it/s, loss=1.028, pair=0.231, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▎| 113/444 [01:23<01:06,  4.95it/s, loss=1.028, pair=0.231, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  25%|▎| 113/444 [01:23<01:06,  4.95it/s, loss=0.797, pair=0.544, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 114/444 [01:23<01:00,  5.49it/s, loss=0.797, pair=0.544, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 114/444 [01:23<01:00,  5.49it/s, loss=1.035, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 115/444 [01:23<01:00,  5.45it/s, loss=1.035, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 115/444 [01:23<01:00,  5.45it/s, loss=0.596, pair=0.294, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 116/444 [01:23<00:55,  5.93it/s, loss=0.596, pair=0.294, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 116/444 [01:23<00:55,  5.93it/s, loss=0.849, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 117/444 [01:23<00:58,  5.61it/s, loss=0.849, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  26%|▎| 117/444 [01:24<00:58,  5.61it/s, loss=0.712, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 118/444 [01:24<00:53,  6.06it/s, loss=0.712, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 118/444 [01:24<00:53,  6.06it/s, loss=0.838, pair=0.481, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 119/444 [01:24<00:55,  5.86it/s, loss=0.838, pair=0.481, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 119/444 [01:24<00:55,  5.86it/s, loss=0.612, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 120/444 [01:24<00:51,  6.26it/s, loss=0.612, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 120/444 [01:24<00:51,  6.26it/s, loss=0.890, pair=0.387, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 121/444 [01:24<00:54,  5.92it/s, loss=0.890, pair=0.387, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 121/444 [01:24<00:54,  5.92it/s, loss=0.920, pair=0.364, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 122/444 [01:24<00:51,  6.30it/s, loss=0.920, pair=0.364, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  27%|▎| 122/444 [01:24<00:51,  6.30it/s, loss=0.826, pair=0.377, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 123/444 [01:24<00:53,  6.01it/s, loss=0.826, pair=0.377, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 123/444 [01:25<00:53,  6.01it/s, loss=0.919, pair=0.169, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 124/444 [01:25<00:50,  6.39it/s, loss=0.919, pair=0.169, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 124/444 [01:25<00:50,  6.39it/s, loss=0.932, pair=0.419, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 125/444 [01:25<00:54,  5.91it/s, loss=0.932, pair=0.419, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 125/444 [01:25<00:54,  5.91it/s, loss=0.524, pair=0.137, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 126/444 [01:25<00:50,  6.27it/s, loss=0.524, pair=0.137, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  28%|▎| 126/444 [01:25<00:50,  6.27it/s, loss=0.815, pair=0.856, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 127/444 [01:25<00:54,  5.81it/s, loss=0.815, pair=0.856, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 127/444 [01:25<00:54,  5.81it/s, loss=0.669, pair=0.075, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 128/444 [01:25<00:50,  6.20it/s, loss=0.669, pair=0.075, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 128/444 [01:25<00:50,  6.20it/s, loss=0.852, pair=0.716, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 129/444 [01:25<00:53,  5.90it/s, loss=0.852, pair=0.716, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 129/444 [01:25<00:53,  5.90it/s, loss=0.895, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 130/444 [01:25<00:49,  6.31it/s, loss=0.895, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  29%|▎| 130/444 [01:26<00:49,  6.31it/s, loss=0.737, pair=0.387, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 131/444 [01:26<00:52,  5.93it/s, loss=0.737, pair=0.387, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 131/444 [01:26<00:52,  5.93it/s, loss=0.665, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 132/444 [01:26<00:49,  6.34it/s, loss=0.665, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 132/444 [01:26<00:49,  6.34it/s, loss=0.799, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 133/444 [01:26<00:53,  5.81it/s, loss=0.799, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 133/444 [01:26<00:53,  5.81it/s, loss=0.773, pair=0.481, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 134/444 [01:26<00:50,  6.19it/s, loss=0.773, pair=0.481, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 134/444 [01:26<00:50,  6.19it/s, loss=0.976, pair=0.810, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 135/444 [01:26<00:53,  5.78it/s, loss=0.976, pair=0.810, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 135/444 [01:26<00:53,  5.78it/s, loss=0.815, pair=0.638, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 136/444 [01:26<00:49,  6.20it/s, loss=0.815, pair=0.638, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 136/444 [01:27<00:49,  6.20it/s, loss=0.746, pair=0.404, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 137/444 [01:27<00:51,  5.93it/s, loss=0.746, pair=0.404, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 137/444 [01:27<00:51,  5.93it/s, loss=0.549, pair=0.356, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 138/444 [01:27<00:48,  6.29it/s, loss=0.549, pair=0.356, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 138/444 [01:27<00:48,  6.29it/s, loss=0.859, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 139/444 [01:27<00:51,  5.89it/s, loss=0.859, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 139/444 [01:27<00:51,  5.89it/s, loss=0.686, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 140/444 [01:27<00:48,  6.29it/s, loss=0.686, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 140/444 [01:27<00:48,  6.29it/s, loss=0.941, pair=0.700, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 141/444 [01:27<00:51,  5.85it/s, loss=0.941, pair=0.700, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 141/444 [01:27<00:51,  5.85it/s, loss=0.599, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 142/444 [01:27<00:48,  6.27it/s, loss=0.599, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 142/444 [01:28<00:48,  6.27it/s, loss=1.137, pair=0.325, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 143/444 [01:28<00:51,  5.88it/s, loss=1.137, pair=0.325, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 143/444 [01:28<00:51,  5.88it/s, loss=0.894, pair=0.348, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 144/444 [01:28<00:47,  6.25it/s, loss=0.894, pair=0.348, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 144/444 [01:28<00:47,  6.25it/s, loss=0.744, pair=0.200, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 145/444 [01:28<00:50,  5.94it/s, loss=0.744, pair=0.200, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 145/444 [01:28<00:50,  5.94it/s, loss=0.844, pair=0.544, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 146/444 [01:28<00:47,  6.33it/s, loss=0.844, pair=0.544, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 146/444 [01:28<00:47,  6.33it/s, loss=0.893, pair=0.981, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 147/444 [01:28<00:50,  5.89it/s, loss=0.893, pair=0.981, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 147/444 [01:28<00:50,  5.89it/s, loss=0.623, pair=0.200, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 148/444 [01:28<00:47,  6.27it/s, loss=0.623, pair=0.200, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 148/444 [01:29<00:47,  6.27it/s, loss=0.867, pair=0.669, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 149/444 [01:29<00:49,  5.96it/s, loss=0.867, pair=0.669, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 149/444 [01:29<00:49,  5.96it/s, loss=0.521, pair=0.419, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 150/444 [01:29<00:46,  6.30it/s, loss=0.521, pair=0.419, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 150/444 [01:29<00:46,  6.30it/s, loss=0.731, pair=0.544, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 151/444 [01:29<00:48,  5.98it/s, loss=0.731, pair=0.544, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 151/444 [01:29<00:48,  5.98it/s, loss=0.540, pair=0.606, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 152/444 [01:29<00:46,  6.33it/s, loss=0.540, pair=0.606, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 152/444 [01:29<00:46,  6.33it/s, loss=0.948, pair=0.731, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 153/444 [01:29<00:48,  5.97it/s, loss=0.948, pair=0.731, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 153/444 [01:29<00:48,  5.97it/s, loss=0.557, pair=0.302, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 154/444 [01:29<00:45,  6.32it/s, loss=0.557, pair=0.302, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 154/444 [01:30<00:45,  6.32it/s, loss=1.075, pair=0.700, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 155/444 [01:30<00:49,  5.84it/s, loss=1.075, pair=0.700, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 155/444 [01:30<00:49,  5.84it/s, loss=0.740, pair=0.325, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 156/444 [01:30<00:46,  6.22it/s, loss=0.740, pair=0.325, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 156/444 [01:30<00:46,  6.22it/s, loss=0.592, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 157/444 [01:30<00:48,  5.89it/s, loss=0.592, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 157/444 [01:30<00:48,  5.89it/s, loss=0.766, pair=0.044, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 158/444 [01:30<00:45,  6.28it/s, loss=0.766, pair=0.044, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 158/444 [01:30<00:45,  6.28it/s, loss=1.052, pair=0.075, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 159/444 [01:30<00:47,  6.04it/s, loss=1.052, pair=0.075, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 159/444 [01:30<00:47,  6.04it/s, loss=0.602, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 160/444 [01:30<00:44,  6.40it/s, loss=0.602, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 160/444 [01:31<00:44,  6.40it/s, loss=0.824, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 161/444 [01:31<00:47,  6.01it/s, loss=0.824, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 161/444 [01:31<00:47,  6.01it/s, loss=0.896, pair=0.169, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 162/444 [01:31<00:44,  6.36it/s, loss=0.896, pair=0.169, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 162/444 [01:31<00:44,  6.36it/s, loss=0.851, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 163/444 [01:31<00:47,  5.91it/s, loss=0.851, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 163/444 [01:31<00:47,  5.91it/s, loss=0.926, pair=0.012, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 164/444 [01:31<00:44,  6.27it/s, loss=0.926, pair=0.012, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 164/444 [01:31<00:44,  6.27it/s, loss=1.059, pair=0.208, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 165/444 [01:31<00:48,  5.76it/s, loss=1.059, pair=0.208, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 165/444 [01:31<00:48,  5.76it/s, loss=0.786, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 166/444 [01:31<00:44,  6.18it/s, loss=0.786, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 166/444 [01:32<00:44,  6.18it/s, loss=1.193, pair=0.387, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 167/444 [01:32<00:48,  5.72it/s, loss=1.193, pair=0.387, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 167/444 [01:32<00:48,  5.72it/s, loss=0.806, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 168/444 [01:32<00:44,  6.15it/s, loss=0.806, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 168/444 [01:32<00:44,  6.15it/s, loss=0.847, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 169/444 [01:32<00:46,  5.89it/s, loss=0.847, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 169/444 [01:32<00:46,  5.89it/s, loss=0.838, pair=0.528, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 170/444 [01:32<00:43,  6.27it/s, loss=0.838, pair=0.528, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 170/444 [01:32<00:43,  6.27it/s, loss=0.876, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 171/444 [01:32<00:46,  5.87it/s, loss=0.876, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 171/444 [01:32<00:46,  5.87it/s, loss=0.638, pair=0.419, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 172/444 [01:32<00:43,  6.25it/s, loss=0.638, pair=0.419, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 172/444 [01:33<00:43,  6.25it/s, loss=0.788, pair=0.231, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 173/444 [01:33<00:46,  5.82it/s, loss=0.788, pair=0.231, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 173/444 [01:33<00:46,  5.82it/s, loss=0.706, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 174/444 [01:33<00:43,  6.14it/s, loss=0.706, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 174/444 [01:33<00:43,  6.14it/s, loss=1.058, pair=0.981, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 175/444 [01:33<00:45,  5.88it/s, loss=1.058, pair=0.981, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 175/444 [01:33<00:45,  5.88it/s, loss=0.808, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 176/444 [01:33<00:42,  6.26it/s, loss=0.808, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 176/444 [01:33<00:42,  6.26it/s, loss=0.957, pair=0.294, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 177/444 [01:33<00:45,  5.92it/s, loss=0.957, pair=0.294, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 177/444 [01:33<00:45,  5.92it/s, loss=0.516, pair=0.731, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 178/444 [01:33<00:42,  6.30it/s, loss=0.516, pair=0.731, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 178/444 [01:34<00:42,  6.30it/s, loss=1.049, pair=0.638, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 179/444 [01:34<00:44,  5.97it/s, loss=1.049, pair=0.638, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 179/444 [01:34<00:44,  5.97it/s, loss=0.955, pair=0.408, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 180/444 [01:34<00:41,  6.31it/s, loss=0.955, pair=0.408, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 180/444 [01:34<00:41,  6.31it/s, loss=0.778, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 181/444 [01:34<00:44,  5.95it/s, loss=0.778, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 181/444 [01:34<00:44,  5.95it/s, loss=0.563, pair=0.137, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 182/444 [01:34<00:41,  6.30it/s, loss=0.563, pair=0.137, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 182/444 [01:34<00:41,  6.30it/s, loss=1.072, pair=0.387, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 183/444 [01:34<00:45,  5.79it/s, loss=1.072, pair=0.387, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 183/444 [01:34<00:45,  5.79it/s, loss=0.883, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 184/444 [01:34<00:42,  6.19it/s, loss=0.883, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 184/444 [01:35<00:42,  6.19it/s, loss=0.718, pair=0.685, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 185/444 [01:35<00:44,  5.81it/s, loss=0.718, pair=0.685, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 185/444 [01:35<00:44,  5.81it/s, loss=0.745, pair=0.856, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 186/444 [01:35<00:41,  6.19it/s, loss=0.745, pair=0.856, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 186/444 [01:35<00:41,  6.19it/s, loss=0.971, pair=0.028, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 187/444 [01:35<00:44,  5.78it/s, loss=0.971, pair=0.028, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 187/444 [01:35<00:44,  5.78it/s, loss=0.875, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 188/444 [01:35<00:41,  6.19it/s, loss=0.875, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 188/444 [01:35<00:41,  6.19it/s, loss=0.833, pair=0.721, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 189/444 [01:35<00:43,  5.85it/s, loss=0.833, pair=0.721, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 189/444 [01:35<00:43,  5.85it/s, loss=0.649, pair=0.513, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 190/444 [01:35<00:40,  6.22it/s, loss=0.649, pair=0.513, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 190/444 [01:36<00:40,  6.22it/s, loss=0.854, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 191/444 [01:36<00:43,  5.84it/s, loss=0.854, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 191/444 [01:36<00:43,  5.84it/s, loss=0.641, pair=1.044, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 192/444 [01:36<00:40,  6.21it/s, loss=0.641, pair=1.044, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 192/444 [01:36<00:40,  6.21it/s, loss=0.832, pair=0.131, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 193/444 [01:36<00:42,  5.88it/s, loss=0.832, pair=0.131, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 193/444 [01:36<00:42,  5.88it/s, loss=0.549, pair=0.194, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 194/444 [01:36<00:40,  6.24it/s, loss=0.549, pair=0.194, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 194/444 [01:40<00:40,  6.24it/s, loss=1.080, pair=0.481, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 195/444 [01:40<05:30,  1.33s/it, loss=1.080, pair=0.481, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 195/444 [01:40<05:30,  1.33s/it, loss=0.608, pair=1.513, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 196/444 [01:40<04:00,  1.03it/s, loss=0.608, pair=1.513, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 196/444 [01:40<04:00,  1.03it/s, loss=1.152, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 197/444 [01:40<03:02,  1.35it/s, loss=1.152, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 197/444 [01:41<03:02,  1.35it/s, loss=0.703, pair=0.294, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 198/444 [01:41<02:17,  1.79it/s, loss=0.703, pair=0.294, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 198/444 [01:45<02:17,  1.79it/s, loss=0.998, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 199/444 [01:45<06:25,  1.57s/it, loss=0.998, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 199/444 [01:45<06:25,  1.57s/it, loss=0.941, pair=0.688, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 200/444 [01:45<04:38,  1.14s/it, loss=0.941, pair=0.688, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 200/444 [01:45<04:38,  1.14s/it, loss=0.952, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 201/444 [01:45<03:27,  1.17it/s, loss=0.952, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 201/444 [01:45<03:27,  1.17it/s, loss=0.597, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 202/444 [01:45<02:34,  1.57it/s, loss=0.597, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 202/444 [01:45<02:34,  1.57it/s, loss=0.816, pair=1.763, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 203/444 [01:45<02:01,  1.98it/s, loss=0.816, pair=1.763, adv=3.346, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 203/444 [01:45<02:01,  1.98it/s, loss=0.627, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 204/444 [01:45<01:34,  2.55it/s, loss=0.627, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 204/444 [01:45<01:34,  2.55it/s, loss=0.896, pair=0.700, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 205/444 [01:45<01:18,  3.03it/s, loss=0.896, pair=0.700, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 205/444 [01:46<01:18,  3.03it/s, loss=0.608, pair=0.075, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 206/444 [01:46<01:04,  3.69it/s, loss=0.608, pair=0.075, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 206/444 [01:50<01:04,  3.69it/s, loss=0.933, pair=1.138, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 207/444 [01:50<05:23,  1.37s/it, loss=0.933, pair=1.138, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 207/444 [01:50<05:23,  1.37s/it, loss=0.795, pair=0.466, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 208/444 [01:50<03:55,  1.00it/s, loss=0.795, pair=0.466, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 208/444 [01:50<03:55,  1.00it/s, loss=0.838, pair=0.123, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 209/444 [01:50<02:56,  1.33it/s, loss=0.838, pair=0.123, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 209/444 [01:50<02:56,  1.33it/s, loss=0.865, pair=0.481, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 210/444 [01:50<02:12,  1.77it/s, loss=0.865, pair=0.481, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 210/444 [01:50<02:12,  1.77it/s, loss=0.719, pair=0.617, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 211/444 [01:50<01:45,  2.21it/s, loss=0.719, pair=0.617, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 211/444 [01:50<01:45,  2.21it/s, loss=1.080, pair=0.950, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 212/444 [01:50<01:23,  2.79it/s, loss=1.080, pair=0.950, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 212/444 [01:51<01:23,  2.79it/s, loss=0.742, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 213/444 [01:51<01:11,  3.22it/s, loss=0.742, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 213/444 [01:51<01:11,  3.22it/s, loss=0.778, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 214/444 [01:51<00:59,  3.88it/s, loss=0.778, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 214/444 [01:51<00:59,  3.88it/s, loss=0.897, pair=0.106, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 215/444 [01:51<00:53,  4.30it/s, loss=0.897, pair=0.106, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 215/444 [01:51<00:53,  4.30it/s, loss=0.722, pair=0.341, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 216/444 [01:51<00:46,  4.92it/s, loss=0.722, pair=0.341, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 216/444 [01:51<00:46,  4.92it/s, loss=0.829, pair=0.700, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 217/444 [01:51<00:44,  5.11it/s, loss=0.829, pair=0.700, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 217/444 [01:51<00:44,  5.11it/s, loss=0.505, pair=0.262, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 218/444 [01:51<00:40,  5.64it/s, loss=0.505, pair=0.262, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 218/444 [01:51<00:40,  5.64it/s, loss=0.819, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 219/444 [01:51<00:40,  5.53it/s, loss=0.819, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 219/444 [01:52<00:40,  5.53it/s, loss=0.904, pair=0.763, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 220/444 [01:52<00:37,  6.00it/s, loss=0.904, pair=0.763, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 220/444 [01:52<00:37,  6.00it/s, loss=1.018, pair=0.763, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 221/444 [01:52<00:39,  5.71it/s, loss=1.018, pair=0.763, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 221/444 [01:52<00:39,  5.71it/s, loss=0.563, pair=0.471, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 222/444 [01:52<00:36,  6.13it/s, loss=0.563, pair=0.471, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 222/444 [01:52<00:36,  6.13it/s, loss=0.938, pair=0.481, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 223/444 [01:52<00:37,  5.82it/s, loss=0.938, pair=0.481, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 223/444 [01:52<00:37,  5.82it/s, loss=0.576, pair=0.669, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 224/444 [01:52<00:35,  6.22it/s, loss=0.576, pair=0.669, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 224/444 [01:52<00:35,  6.22it/s, loss=0.702, pair=0.153, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 225/444 [01:52<00:37,  5.89it/s, loss=0.702, pair=0.153, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 225/444 [01:53<00:37,  5.89it/s, loss=0.720, pair=0.387, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 226/444 [01:53<00:34,  6.29it/s, loss=0.720, pair=0.387, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 226/444 [01:53<00:34,  6.29it/s, loss=0.654, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 227/444 [01:53<00:36,  5.95it/s, loss=0.654, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 227/444 [01:53<00:36,  5.95it/s, loss=0.642, pair=0.513, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 228/444 [01:53<00:34,  6.34it/s, loss=0.642, pair=0.513, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 228/444 [01:53<00:34,  6.34it/s, loss=0.726, pair=0.044, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 229/444 [01:53<00:36,  5.82it/s, loss=0.726, pair=0.044, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 229/444 [01:53<00:36,  5.82it/s, loss=0.736, pair=0.700, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 230/444 [01:53<00:34,  6.23it/s, loss=0.736, pair=0.700, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 230/444 [01:53<00:34,  6.23it/s, loss=0.668, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 231/444 [01:53<00:35,  5.94it/s, loss=0.668, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 231/444 [01:54<00:35,  5.94it/s, loss=0.705, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 232/444 [01:54<00:33,  6.34it/s, loss=0.705, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 232/444 [01:54<00:33,  6.34it/s, loss=0.687, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 233/444 [01:54<00:35,  5.92it/s, loss=0.687, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 233/444 [01:54<00:35,  5.92it/s, loss=0.521, pair=0.387, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 234/444 [01:54<00:33,  6.30it/s, loss=0.521, pair=0.387, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 234/444 [01:54<00:33,  6.30it/s, loss=0.900, pair=0.028, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 235/444 [01:54<00:34,  5.99it/s, loss=0.900, pair=0.028, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 235/444 [01:54<00:34,  5.99it/s, loss=0.794, pair=0.137, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 236/444 [01:54<00:32,  6.37it/s, loss=0.794, pair=0.137, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 236/444 [01:54<00:32,  6.37it/s, loss=0.886, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 237/444 [01:54<00:34,  5.95it/s, loss=0.886, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 237/444 [01:55<00:34,  5.95it/s, loss=0.668, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 238/444 [01:55<00:32,  6.35it/s, loss=0.668, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 238/444 [01:55<00:32,  6.35it/s, loss=0.783, pair=0.794, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 239/444 [01:55<00:34,  5.90it/s, loss=0.783, pair=0.794, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 239/444 [01:55<00:34,  5.90it/s, loss=0.946, pair=1.356, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 240/444 [01:55<00:32,  6.28it/s, loss=0.946, pair=1.356, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 240/444 [01:55<00:32,  6.28it/s, loss=0.821, pair=0.638, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 241/444 [01:55<00:33,  6.06it/s, loss=0.821, pair=0.638, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 241/444 [01:55<00:33,  6.06it/s, loss=0.907, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 242/444 [01:55<00:31,  6.43it/s, loss=0.907, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 242/444 [01:55<00:31,  6.43it/s, loss=0.582, pair=0.513, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 243/444 [01:55<00:33,  6.00it/s, loss=0.582, pair=0.513, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 243/444 [01:55<00:33,  6.00it/s, loss=0.552, pair=0.262, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 244/444 [01:55<00:31,  6.37it/s, loss=0.552, pair=0.262, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 244/444 [01:56<00:31,  6.37it/s, loss=0.683, pair=0.622, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 245/444 [01:56<00:33,  5.91it/s, loss=0.683, pair=0.622, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 245/444 [01:56<00:33,  5.91it/s, loss=0.669, pair=0.262, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 246/444 [01:56<00:31,  6.31it/s, loss=0.669, pair=0.262, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 246/444 [01:56<00:31,  6.31it/s, loss=1.064, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 247/444 [01:56<00:32,  5.99it/s, loss=1.064, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 247/444 [01:56<00:32,  5.99it/s, loss=1.143, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 248/444 [01:56<00:30,  6.38it/s, loss=1.143, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 248/444 [01:56<00:30,  6.38it/s, loss=0.867, pair=0.591, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 249/444 [01:56<00:33,  5.89it/s, loss=0.867, pair=0.591, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 249/444 [01:56<00:33,  5.89it/s, loss=0.653, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 250/444 [01:56<00:30,  6.29it/s, loss=0.653, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 250/444 [01:57<00:30,  6.29it/s, loss=0.868, pair=0.408, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 251/444 [01:57<00:32,  5.87it/s, loss=0.868, pair=0.408, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 251/444 [01:57<00:32,  5.87it/s, loss=0.586, pair=0.169, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 252/444 [01:57<00:30,  6.26it/s, loss=0.586, pair=0.169, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 252/444 [01:57<00:30,  6.26it/s, loss=0.751, pair=0.169, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 253/444 [01:57<00:32,  5.84it/s, loss=0.751, pair=0.169, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 253/444 [01:57<00:32,  5.84it/s, loss=0.501, pair=0.012, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 254/444 [01:57<00:30,  6.23it/s, loss=0.501, pair=0.012, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 254/444 [01:57<00:30,  6.23it/s, loss=0.668, pair=0.622, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 255/444 [01:57<00:32,  5.88it/s, loss=0.668, pair=0.622, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 255/444 [01:57<00:32,  5.88it/s, loss=0.512, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 256/444 [01:57<00:29,  6.28it/s, loss=0.512, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 256/444 [01:58<00:29,  6.28it/s, loss=0.737, pair=0.091, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 257/444 [01:58<00:31,  5.93it/s, loss=0.737, pair=0.091, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 257/444 [01:58<00:31,  5.93it/s, loss=0.643, pair=0.560, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 258/444 [01:58<00:29,  6.32it/s, loss=0.643, pair=0.560, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 258/444 [01:58<00:29,  6.32it/s, loss=0.961, pair=0.356, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 259/444 [01:58<00:30,  5.99it/s, loss=0.961, pair=0.356, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 259/444 [01:58<00:30,  5.99it/s, loss=0.684, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 260/444 [01:58<00:28,  6.37it/s, loss=0.684, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 260/444 [01:58<00:28,  6.37it/s, loss=0.817, pair=0.950, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 261/444 [01:58<00:30,  5.94it/s, loss=0.817, pair=0.950, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 261/444 [01:58<00:30,  5.94it/s, loss=0.488, pair=0.638, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 262/444 [01:58<00:28,  6.32it/s, loss=0.488, pair=0.638, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 262/444 [01:59<00:28,  6.32it/s, loss=0.806, pair=0.544, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 263/444 [01:59<00:30,  5.99it/s, loss=0.806, pair=0.544, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 263/444 [01:59<00:30,  5.99it/s, loss=0.599, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 264/444 [01:59<00:28,  6.37it/s, loss=0.599, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 264/444 [01:59<00:28,  6.37it/s, loss=0.713, pair=0.116, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 265/444 [01:59<00:30,  5.96it/s, loss=0.713, pair=0.116, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 265/444 [01:59<00:30,  5.96it/s, loss=1.024, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 266/444 [01:59<00:28,  6.34it/s, loss=1.024, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 266/444 [02:03<00:28,  6.34it/s, loss=0.651, pair=0.544, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 267/444 [02:03<03:47,  1.28s/it, loss=0.651, pair=0.544, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 267/444 [02:03<03:47,  1.28s/it, loss=0.524, pair=0.242, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 268/444 [02:03<02:45,  1.07it/s, loss=0.524, pair=0.242, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 268/444 [02:03<02:45,  1.07it/s, loss=0.655, pair=0.756, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 269/444 [02:03<02:05,  1.40it/s, loss=0.655, pair=0.756, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 269/444 [02:03<02:05,  1.40it/s, loss=0.829, pair=0.303, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 270/444 [02:03<01:34,  1.85it/s, loss=0.829, pair=0.303, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 270/444 [02:04<01:34,  1.85it/s, loss=0.740, pair=0.731, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 271/444 [02:04<01:14,  2.31it/s, loss=0.740, pair=0.731, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 271/444 [02:04<01:14,  2.31it/s, loss=0.454, pair=0.044, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 272/444 [02:04<00:59,  2.91it/s, loss=0.454, pair=0.044, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 272/444 [02:04<00:59,  2.91it/s, loss=0.983, pair=0.387, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 273/444 [02:04<00:50,  3.36it/s, loss=0.983, pair=0.387, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 273/444 [02:04<00:50,  3.36it/s, loss=0.854, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 274/444 [02:04<00:42,  4.02it/s, loss=0.854, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 274/444 [02:04<00:42,  4.02it/s, loss=0.798, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 275/444 [02:04<00:39,  4.28it/s, loss=0.798, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 275/444 [02:04<00:39,  4.28it/s, loss=0.737, pair=0.950, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 276/444 [02:04<00:34,  4.91it/s, loss=0.737, pair=0.950, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 276/444 [02:05<00:34,  4.91it/s, loss=0.920, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 277/444 [02:05<00:33,  4.97it/s, loss=0.920, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 277/444 [02:05<00:33,  4.97it/s, loss=0.581, pair=0.554, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 278/444 [02:05<00:30,  5.52it/s, loss=0.581, pair=0.554, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 278/444 [02:05<00:30,  5.52it/s, loss=0.875, pair=1.200, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 279/444 [02:05<00:30,  5.49it/s, loss=0.875, pair=1.200, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 279/444 [02:05<00:30,  5.49it/s, loss=0.596, pair=0.388, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 280/444 [02:05<00:27,  5.94it/s, loss=0.596, pair=0.388, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 280/444 [02:05<00:27,  5.94it/s, loss=0.827, pair=0.888, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 281/444 [02:05<00:29,  5.60it/s, loss=0.827, pair=0.888, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 281/444 [02:05<00:29,  5.60it/s, loss=0.607, pair=0.262, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 282/444 [02:05<00:26,  6.05it/s, loss=0.607, pair=0.262, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 282/444 [02:06<00:26,  6.05it/s, loss=0.954, pair=0.012, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 283/444 [02:06<00:27,  5.84it/s, loss=0.954, pair=0.012, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 283/444 [02:06<00:27,  5.84it/s, loss=0.456, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 284/444 [02:06<00:25,  6.22it/s, loss=0.456, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 284/444 [02:06<00:25,  6.22it/s, loss=0.715, pair=0.325, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 285/444 [02:06<00:27,  5.70it/s, loss=0.715, pair=0.325, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 285/444 [02:06<00:27,  5.70it/s, loss=0.577, pair=0.117, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 286/444 [02:06<00:25,  6.13it/s, loss=0.577, pair=0.117, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 286/444 [02:06<00:25,  6.13it/s, loss=0.545, pair=0.356, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 287/444 [02:06<00:27,  5.80it/s, loss=0.545, pair=0.356, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 287/444 [02:06<00:27,  5.80it/s, loss=0.864, pair=0.778, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 288/444 [02:06<00:25,  6.19it/s, loss=0.864, pair=0.778, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 288/444 [02:07<00:25,  6.19it/s, loss=0.679, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 289/444 [02:07<00:25,  5.97it/s, loss=0.679, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 289/444 [02:07<00:25,  5.97it/s, loss=0.665, pair=0.611, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 290/444 [02:07<00:24,  6.32it/s, loss=0.665, pair=0.611, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 290/444 [02:07<00:24,  6.32it/s, loss=0.614, pair=0.072, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 291/444 [02:07<00:25,  5.99it/s, loss=0.614, pair=0.072, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 291/444 [02:07<00:25,  5.99it/s, loss=0.670, pair=0.372, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 292/444 [02:07<00:23,  6.36it/s, loss=0.670, pair=0.372, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 292/444 [02:07<00:23,  6.36it/s, loss=0.647, pair=0.000, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 293/444 [02:07<00:26,  5.76it/s, loss=0.647, pair=0.000, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 293/444 [02:07<00:26,  5.76it/s, loss=0.507, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 294/444 [02:07<00:24,  6.19it/s, loss=0.507, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 294/444 [02:08<00:24,  6.19it/s, loss=0.660, pair=0.825, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 295/444 [02:08<00:24,  5.99it/s, loss=0.660, pair=0.825, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 295/444 [02:08<00:24,  5.99it/s, loss=0.813, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 296/444 [02:08<00:23,  6.34it/s, loss=0.813, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 296/444 [02:08<00:23,  6.34it/s, loss=0.620, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 297/444 [02:08<00:24,  5.97it/s, loss=0.620, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 297/444 [02:08<00:24,  5.97it/s, loss=0.557, pair=0.038, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 298/444 [02:08<00:23,  6.32it/s, loss=0.557, pair=0.038, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 298/444 [02:08<00:23,  6.32it/s, loss=0.784, pair=0.091, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 299/444 [02:08<00:25,  5.78it/s, loss=0.784, pair=0.091, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 299/444 [02:08<00:25,  5.78it/s, loss=0.669, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 300/444 [02:08<00:23,  6.20it/s, loss=0.669, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 300/444 [02:09<00:23,  6.20it/s, loss=0.826, pair=0.685, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 301/444 [02:09<00:24,  5.72it/s, loss=0.826, pair=0.685, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 301/444 [02:09<00:24,  5.72it/s, loss=0.702, pair=1.544, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 302/444 [02:09<00:23,  6.15it/s, loss=0.702, pair=1.544, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 302/444 [02:09<00:23,  6.15it/s, loss=0.559, pair=0.106, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 303/444 [02:09<00:23,  5.96it/s, loss=0.559, pair=0.106, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 303/444 [02:09<00:23,  5.96it/s, loss=0.496, pair=0.241, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 304/444 [02:09<00:22,  6.32it/s, loss=0.496, pair=0.241, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 304/444 [02:09<00:22,  6.32it/s, loss=0.698, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 305/444 [02:09<00:24,  5.76it/s, loss=0.698, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 305/444 [02:09<00:24,  5.76it/s, loss=0.556, pair=0.325, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 306/444 [02:09<00:22,  6.16it/s, loss=0.556, pair=0.325, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 306/444 [02:10<00:22,  6.16it/s, loss=0.622, pair=0.544, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 307/444 [02:10<00:23,  5.77it/s, loss=0.622, pair=0.544, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 307/444 [02:10<00:23,  5.77it/s, loss=0.565, pair=0.321, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 308/444 [02:10<00:22,  6.15it/s, loss=0.565, pair=0.321, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 308/444 [02:10<00:22,  6.15it/s, loss=0.820, pair=0.471, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 309/444 [02:10<00:24,  5.61it/s, loss=0.820, pair=0.471, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 309/444 [02:10<00:24,  5.61it/s, loss=0.521, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 310/444 [02:10<00:22,  6.01it/s, loss=0.521, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 310/444 [02:10<00:22,  6.01it/s, loss=0.629, pair=0.310, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 311/444 [02:10<00:23,  5.73it/s, loss=0.629, pair=0.310, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 311/444 [02:10<00:23,  5.73it/s, loss=0.450, pair=0.075, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 312/444 [02:10<00:21,  6.12it/s, loss=0.450, pair=0.075, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 312/444 [02:14<00:21,  6.12it/s, loss=0.626, pair=0.231, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 313/444 [02:14<02:50,  1.30s/it, loss=0.626, pair=0.231, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 313/444 [02:15<02:50,  1.30s/it, loss=0.588, pair=0.700, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 314/444 [02:15<02:03,  1.05it/s, loss=0.588, pair=0.700, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 314/444 [02:15<02:03,  1.05it/s, loss=0.638, pair=0.544, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 315/444 [02:15<01:33,  1.38it/s, loss=0.638, pair=0.544, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 315/444 [02:15<01:33,  1.38it/s, loss=0.613, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 316/444 [02:15<01:10,  1.82it/s, loss=0.613, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 316/444 [02:15<01:10,  1.82it/s, loss=0.611, pair=0.763, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 317/444 [02:15<00:56,  2.23it/s, loss=0.611, pair=0.763, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 317/444 [02:15<00:56,  2.23it/s, loss=0.645, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 318/444 [02:15<00:44,  2.82it/s, loss=0.645, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 318/444 [02:15<00:44,  2.82it/s, loss=0.753, pair=0.319, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 319/444 [02:15<00:38,  3.23it/s, loss=0.753, pair=0.319, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 319/444 [02:16<00:38,  3.23it/s, loss=0.555, pair=0.700, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 320/444 [02:16<00:31,  3.88it/s, loss=0.555, pair=0.700, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 320/444 [02:16<00:31,  3.88it/s, loss=0.714, pair=0.971, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 321/444 [02:16<00:28,  4.25it/s, loss=0.714, pair=0.971, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 321/444 [02:16<00:28,  4.25it/s, loss=0.528, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 322/444 [02:16<00:25,  4.87it/s, loss=0.528, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 322/444 [02:16<00:25,  4.87it/s, loss=0.809, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 323/444 [02:16<00:24,  4.89it/s, loss=0.809, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 323/444 [02:16<00:24,  4.89it/s, loss=0.490, pair=0.622, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 324/444 [02:16<00:22,  5.43it/s, loss=0.490, pair=0.622, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 324/444 [02:16<00:22,  5.43it/s, loss=0.729, pair=0.575, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 325/444 [02:16<00:22,  5.20it/s, loss=0.729, pair=0.575, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 325/444 [02:17<00:22,  5.20it/s, loss=0.478, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 326/444 [02:17<00:20,  5.69it/s, loss=0.478, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 326/444 [02:17<00:20,  5.69it/s, loss=0.778, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 327/444 [02:17<00:21,  5.33it/s, loss=0.778, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 327/444 [02:17<00:21,  5.33it/s, loss=0.534, pair=0.091, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 328/444 [02:17<00:20,  5.79it/s, loss=0.534, pair=0.091, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 328/444 [02:21<00:20,  5.79it/s, loss=0.974, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 329/444 [02:21<02:33,  1.33s/it, loss=0.974, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 329/444 [02:21<02:33,  1.33s/it, loss=0.497, pair=0.294, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 330/444 [02:21<01:51,  1.03it/s, loss=0.497, pair=0.294, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 330/444 [02:21<01:51,  1.03it/s, loss=0.564, pair=0.190, adv=3.395, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 331/444 [02:21<01:24,  1.34it/s, loss=0.564, pair=0.190, adv=3.395, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 331/444 [02:21<01:24,  1.34it/s, loss=0.568, pair=0.669, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 332/444 [02:21<01:03,  1.78it/s, loss=0.568, pair=0.669, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 332/444 [02:22<01:03,  1.78it/s, loss=0.597, pair=0.387, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 333/444 [02:22<00:49,  2.22it/s, loss=0.597, pair=0.387, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 333/444 [02:22<00:49,  2.22it/s, loss=0.579, pair=0.419, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 334/444 [02:22<00:39,  2.81it/s, loss=0.579, pair=0.419, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 334/444 [02:22<00:39,  2.81it/s, loss=0.639, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 335/444 [02:22<00:33,  3.27it/s, loss=0.639, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 335/444 [02:22<00:33,  3.27it/s, loss=0.598, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 336/444 [02:22<00:27,  3.94it/s, loss=0.598, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 336/444 [02:22<00:27,  3.94it/s, loss=0.800, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 337/444 [02:22<00:25,  4.27it/s, loss=0.800, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 337/444 [02:22<00:25,  4.27it/s, loss=0.572, pair=0.106, adv=3.404, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 338/444 [02:22<00:21,  4.89it/s, loss=0.572, pair=0.106, adv=3.404, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 338/444 [02:23<00:21,  4.89it/s, loss=0.688, pair=0.075, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 339/444 [02:23<00:21,  4.88it/s, loss=0.688, pair=0.075, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 339/444 [02:23<00:21,  4.88it/s, loss=0.582, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 340/444 [02:23<00:19,  5.45it/s, loss=0.582, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 340/444 [02:23<00:19,  5.45it/s, loss=0.614, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 341/444 [02:23<00:19,  5.23it/s, loss=0.614, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 341/444 [02:23<00:19,  5.23it/s, loss=0.511, pair=1.294, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 342/444 [02:23<00:17,  5.73it/s, loss=0.511, pair=1.294, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 342/444 [02:23<00:17,  5.73it/s, loss=0.668, pair=0.000, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 343/444 [02:23<00:18,  5.50it/s, loss=0.668, pair=0.000, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 343/444 [02:23<00:18,  5.50it/s, loss=0.686, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 344/444 [02:23<00:16,  5.97it/s, loss=0.686, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 344/444 [02:24<00:16,  5.97it/s, loss=0.598, pair=0.294, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 345/444 [02:24<00:17,  5.79it/s, loss=0.598, pair=0.294, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 345/444 [02:24<00:17,  5.79it/s, loss=0.512, pair=0.419, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 346/444 [02:24<00:15,  6.17it/s, loss=0.512, pair=0.419, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 346/444 [02:24<00:15,  6.17it/s, loss=0.582, pair=0.544, adv=3.397, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 347/444 [02:24<00:16,  5.71it/s, loss=0.582, pair=0.544, adv=3.397, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 347/444 [02:24<00:16,  5.71it/s, loss=0.560, pair=0.356, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 348/444 [02:24<00:15,  6.11it/s, loss=0.560, pair=0.356, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 348/444 [02:24<00:15,  6.11it/s, loss=0.835, pair=0.184, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 349/444 [02:24<00:16,  5.68it/s, loss=0.835, pair=0.184, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 349/444 [02:24<00:16,  5.68it/s, loss=0.529, pair=0.137, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 350/444 [02:24<00:15,  6.12it/s, loss=0.529, pair=0.137, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 350/444 [02:25<00:15,  6.12it/s, loss=0.597, pair=0.356, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 351/444 [02:25<00:15,  5.82it/s, loss=0.597, pair=0.356, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 351/444 [02:25<00:15,  5.82it/s, loss=0.633, pair=0.137, adv=3.398, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 352/444 [02:25<00:14,  6.19it/s, loss=0.633, pair=0.137, adv=3.398, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 352/444 [02:25<00:14,  6.19it/s, loss=0.550, pair=0.372, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 353/444 [02:25<00:15,  5.96it/s, loss=0.550, pair=0.372, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 353/444 [02:25<00:15,  5.96it/s, loss=0.462, pair=0.231, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 354/444 [02:25<00:14,  6.34it/s, loss=0.462, pair=0.231, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 354/444 [02:25<00:14,  6.34it/s, loss=0.725, pair=0.575, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 355/444 [02:25<00:14,  5.96it/s, loss=0.725, pair=0.575, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 355/444 [02:25<00:14,  5.96it/s, loss=0.534, pair=0.544, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 356/444 [02:25<00:13,  6.32it/s, loss=0.534, pair=0.544, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 356/444 [02:26<00:13,  6.32it/s, loss=0.851, pair=0.335, adv=3.399, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 357/444 [02:26<00:14,  5.88it/s, loss=0.851, pair=0.335, adv=3.399, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 357/444 [02:26<00:14,  5.88it/s, loss=0.739, pair=0.544, adv=3.405, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 358/444 [02:26<00:13,  6.27it/s, loss=0.739, pair=0.544, adv=3.405, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 358/444 [02:26<00:13,  6.27it/s, loss=0.770, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 359/444 [02:26<00:14,  5.94it/s, loss=0.770, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 359/444 [02:26<00:14,  5.94it/s, loss=0.575, pair=1.231, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 360/444 [02:26<00:13,  6.31it/s, loss=0.575, pair=1.231, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 360/444 [02:26<00:13,  6.31it/s, loss=0.697, pair=0.560, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 361/444 [02:26<00:14,  5.91it/s, loss=0.697, pair=0.560, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 361/444 [02:26<00:14,  5.91it/s, loss=0.699, pair=0.481, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 362/444 [02:26<00:13,  6.28it/s, loss=0.699, pair=0.481, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 362/444 [02:27<00:13,  6.28it/s, loss=0.665, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 363/444 [02:27<00:13,  6.01it/s, loss=0.665, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 363/444 [02:27<00:13,  6.01it/s, loss=0.584, pair=0.622, adv=3.392, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 364/444 [02:27<00:12,  6.37it/s, loss=0.584, pair=0.622, adv=3.392, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 364/444 [02:27<00:12,  6.37it/s, loss=0.779, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 365/444 [02:27<00:13,  6.03it/s, loss=0.779, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 365/444 [02:27<00:13,  6.03it/s, loss=0.394, pair=0.450, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 366/444 [02:27<00:12,  6.39it/s, loss=0.394, pair=0.450, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 366/444 [02:27<00:12,  6.39it/s, loss=0.585, pair=0.262, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 367/444 [02:27<00:12,  6.15it/s, loss=0.585, pair=0.262, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 367/444 [02:27<00:12,  6.15it/s, loss=0.593, pair=0.356, adv=3.396, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 368/444 [02:27<00:11,  6.49it/s, loss=0.593, pair=0.356, adv=3.396, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 368/444 [02:28<00:11,  6.49it/s, loss=0.709, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 369/444 [02:28<00:12,  6.04it/s, loss=0.709, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 369/444 [02:28<00:12,  6.04it/s, loss=0.605, pair=0.000, adv=3.405, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 370/444 [02:28<00:11,  6.39it/s, loss=0.605, pair=0.000, adv=3.405, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 370/444 [02:28<00:11,  6.39it/s, loss=0.799, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 371/444 [02:28<00:11,  6.10it/s, loss=0.799, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 371/444 [02:28<00:11,  6.10it/s, loss=0.519, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 372/444 [02:28<00:11,  6.45it/s, loss=0.519, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 372/444 [02:28<00:11,  6.45it/s, loss=0.572, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 373/444 [02:28<00:11,  6.10it/s, loss=0.572, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 373/444 [02:28<00:11,  6.10it/s, loss=0.544, pair=0.575, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 374/444 [02:28<00:10,  6.44it/s, loss=0.544, pair=0.575, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 374/444 [02:28<00:10,  6.44it/s, loss=0.832, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 375/444 [02:28<00:11,  6.13it/s, loss=0.832, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 375/444 [02:29<00:11,  6.13it/s, loss=0.393, pair=1.200, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 376/444 [02:29<00:10,  6.47it/s, loss=0.393, pair=1.200, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 376/444 [02:29<00:10,  6.47it/s, loss=0.629, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 377/444 [02:29<00:11,  5.95it/s, loss=0.629, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 377/444 [02:29<00:11,  5.95it/s, loss=0.521, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 378/444 [02:29<00:10,  6.33it/s, loss=0.521, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 378/444 [02:29<00:10,  6.33it/s, loss=0.738, pair=0.575, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 379/444 [02:29<00:11,  5.86it/s, loss=0.738, pair=0.575, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 379/444 [02:29<00:11,  5.86it/s, loss=0.782, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 380/444 [02:29<00:10,  6.26it/s, loss=0.782, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 380/444 [02:29<00:10,  6.26it/s, loss=0.783, pair=0.315, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 381/444 [02:29<00:10,  6.00it/s, loss=0.783, pair=0.315, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 381/444 [02:30<00:10,  6.00it/s, loss=0.499, pair=0.291, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 382/444 [02:30<00:09,  6.35it/s, loss=0.499, pair=0.291, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 382/444 [02:30<00:09,  6.35it/s, loss=0.715, pair=0.000, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 383/444 [02:30<00:10,  5.94it/s, loss=0.715, pair=0.000, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 383/444 [02:30<00:10,  5.94it/s, loss=0.553, pair=0.169, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 384/444 [02:30<00:09,  6.32it/s, loss=0.553, pair=0.169, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 384/444 [02:30<00:09,  6.32it/s, loss=0.721, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 385/444 [02:30<00:10,  5.66it/s, loss=0.721, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 385/444 [02:30<00:10,  5.66it/s, loss=0.568, pair=1.075, adv=3.340, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 386/444 [02:30<00:09,  6.09it/s, loss=0.568, pair=1.075, adv=3.340, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 386/444 [02:30<00:09,  6.09it/s, loss=0.722, pair=0.337, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 387/444 [02:30<00:09,  5.80it/s, loss=0.722, pair=0.337, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 387/444 [02:31<00:09,  5.80it/s, loss=0.527, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 388/444 [02:31<00:09,  6.20it/s, loss=0.527, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 388/444 [02:31<00:09,  6.20it/s, loss=0.633, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 389/444 [02:31<00:09,  5.92it/s, loss=0.633, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 389/444 [02:31<00:09,  5.92it/s, loss=0.713, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 390/444 [02:31<00:08,  6.30it/s, loss=0.713, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 390/444 [02:31<00:08,  6.30it/s, loss=0.596, pair=0.544, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 391/444 [02:31<00:08,  6.04it/s, loss=0.596, pair=0.544, adv=3.389, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 391/444 [02:31<00:08,  6.04it/s, loss=0.882, pair=0.419, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 392/444 [02:31<00:08,  6.39it/s, loss=0.882, pair=0.419, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 392/444 [02:31<00:08,  6.39it/s, loss=0.799, pair=0.231, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 393/444 [02:31<00:08,  5.87it/s, loss=0.799, pair=0.231, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 393/444 [02:32<00:08,  5.87it/s, loss=0.611, pair=0.372, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 394/444 [02:32<00:07,  6.26it/s, loss=0.611, pair=0.372, adv=3.385, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 394/444 [02:32<00:07,  6.26it/s, loss=0.769, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 395/444 [02:32<00:08,  5.96it/s, loss=0.769, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 395/444 [02:32<00:08,  5.96it/s, loss=0.636, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 396/444 [02:32<00:07,  6.33it/s, loss=0.636, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 396/444 [02:32<00:07,  6.33it/s, loss=0.663, pair=0.888, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 397/444 [02:32<00:07,  5.95it/s, loss=0.663, pair=0.888, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 397/444 [02:32<00:07,  5.95it/s, loss=0.651, pair=0.564, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 398/444 [02:32<00:07,  6.32it/s, loss=0.651, pair=0.564, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 398/444 [02:32<00:07,  6.32it/s, loss=0.634, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 399/444 [02:32<00:07,  5.98it/s, loss=0.634, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 399/444 [02:33<00:07,  5.98it/s, loss=0.548, pair=0.700, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 400/444 [02:33<00:06,  6.35it/s, loss=0.548, pair=0.700, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 400/444 [02:33<00:06,  6.35it/s, loss=0.709, pair=0.262, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 401/444 [02:33<00:07,  5.78it/s, loss=0.709, pair=0.262, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 401/444 [02:33<00:07,  5.78it/s, loss=0.504, pair=0.381, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 402/444 [02:33<00:06,  6.18it/s, loss=0.504, pair=0.381, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 402/444 [02:33<00:06,  6.18it/s, loss=0.752, pair=0.731, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 403/444 [02:33<00:07,  5.82it/s, loss=0.752, pair=0.731, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 403/444 [02:33<00:07,  5.82it/s, loss=0.560, pair=0.325, adv=3.395, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 404/444 [02:33<00:06,  6.21it/s, loss=0.560, pair=0.325, adv=3.395, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 404/444 [02:33<00:06,  6.21it/s, loss=0.748, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 405/444 [02:33<00:06,  5.89it/s, loss=0.748, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 405/444 [02:34<00:06,  5.89it/s, loss=0.707, pair=0.200, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 406/444 [02:34<00:06,  6.27it/s, loss=0.707, pair=0.200, adv=3.393, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 406/444 [02:34<00:06,  6.27it/s, loss=0.615, pair=0.137, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 407/444 [02:34<00:06,  5.93it/s, loss=0.615, pair=0.137, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 407/444 [02:34<00:06,  5.93it/s, loss=0.500, pair=0.429, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 408/444 [02:34<00:05,  6.28it/s, loss=0.500, pair=0.429, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 408/444 [02:34<00:05,  6.28it/s, loss=0.487, pair=0.408, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 409/444 [02:34<00:05,  6.01it/s, loss=0.487, pair=0.408, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 409/444 [02:34<00:05,  6.01it/s, loss=0.672, pair=0.700, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 410/444 [02:34<00:05,  6.36it/s, loss=0.672, pair=0.700, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 410/444 [02:34<00:05,  6.36it/s, loss=0.499, pair=0.570, adv=3.392, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 411/444 [02:34<00:05,  5.94it/s, loss=0.499, pair=0.570, adv=3.392, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 411/444 [02:35<00:05,  5.94it/s, loss=0.632, pair=1.013, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 412/444 [02:35<00:05,  6.31it/s, loss=0.632, pair=1.013, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 412/444 [02:35<00:05,  6.31it/s, loss=0.717, pair=1.019, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 413/444 [02:35<00:05,  5.78it/s, loss=0.717, pair=1.019, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 413/444 [02:35<00:05,  5.78it/s, loss=0.421, pair=0.000, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 414/444 [02:35<00:04,  6.19it/s, loss=0.421, pair=0.000, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 414/444 [02:35<00:04,  6.19it/s, loss=0.576, pair=0.903, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 415/444 [02:35<00:04,  5.89it/s, loss=0.576, pair=0.903, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 415/444 [02:35<00:04,  5.89it/s, loss=0.536, pair=0.627, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 416/444 [02:35<00:04,  6.27it/s, loss=0.536, pair=0.627, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 416/444 [02:35<00:04,  6.27it/s, loss=0.489, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 417/444 [02:35<00:04,  5.76it/s, loss=0.489, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 417/444 [02:36<00:04,  5.76it/s, loss=0.460, pair=0.477, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 418/444 [02:36<00:04,  6.17it/s, loss=0.460, pair=0.477, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 418/444 [02:36<00:04,  6.17it/s, loss=0.701, pair=0.294, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 419/444 [02:36<00:04,  5.81it/s, loss=0.701, pair=0.294, adv=3.376, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 419/444 [02:36<00:04,  5.81it/s, loss=0.416, pair=0.966, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 420/444 [02:36<00:03,  6.19it/s, loss=0.416, pair=0.966, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 420/444 [02:36<00:03,  6.19it/s, loss=0.754, pair=0.200, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 421/444 [02:36<00:03,  5.94it/s, loss=0.754, pair=0.200, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 421/444 [02:36<00:03,  5.94it/s, loss=0.519, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 422/444 [02:36<00:03,  6.31it/s, loss=0.519, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 422/444 [02:36<00:03,  6.31it/s, loss=0.818, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 423/444 [02:36<00:03,  5.96it/s, loss=0.818, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 423/444 [02:37<00:03,  5.96it/s, loss=0.439, pair=0.638, adv=3.404, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 424/444 [02:37<00:03,  6.32it/s, loss=0.439, pair=0.638, adv=3.404, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 424/444 [02:37<00:03,  6.32it/s, loss=0.633, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 425/444 [02:37<00:03,  6.01it/s, loss=0.633, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 425/444 [02:37<00:03,  6.01it/s, loss=0.797, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 426/444 [02:37<00:02,  6.37it/s, loss=0.797, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 426/444 [02:37<00:02,  6.37it/s, loss=0.542, pair=0.200, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 427/444 [02:37<00:02,  5.97it/s, loss=0.542, pair=0.200, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 427/444 [02:37<00:02,  5.97it/s, loss=0.482, pair=0.835, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 428/444 [02:37<00:02,  6.34it/s, loss=0.482, pair=0.835, adv=3.390, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 428/444 [02:37<00:02,  6.34it/s, loss=0.543, pair=0.513, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 429/444 [02:37<00:02,  5.95it/s, loss=0.543, pair=0.513, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 429/444 [02:37<00:02,  5.95it/s, loss=0.658, pair=0.053, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 430/444 [02:37<00:02,  6.32it/s, loss=0.658, pair=0.053, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 430/444 [02:38<00:02,  6.32it/s, loss=0.661, pair=0.419, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 431/444 [02:38<00:02,  5.91it/s, loss=0.661, pair=0.419, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 431/444 [02:38<00:02,  5.91it/s, loss=0.439, pair=1.013, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 432/444 [02:38<00:01,  6.27it/s, loss=0.439, pair=1.013, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 432/444 [02:38<00:01,  6.27it/s, loss=0.651, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 433/444 [02:38<00:01,  5.76it/s, loss=0.651, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 433/444 [02:38<00:01,  5.76it/s, loss=0.500, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 434/444 [02:38<00:01,  6.17it/s, loss=0.500, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 434/444 [02:38<00:01,  6.17it/s, loss=0.669, pair=0.679, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 435/444 [02:38<00:01,  5.93it/s, loss=0.669, pair=0.679, adv=3.394, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 435/444 [02:38<00:01,  5.93it/s, loss=0.608, pair=0.544, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 436/444 [02:38<00:01,  6.29it/s, loss=0.608, pair=0.544, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 436/444 [02:39<00:01,  6.29it/s, loss=0.632, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 437/444 [02:39<00:01,  6.04it/s, loss=0.632, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 437/444 [02:39<00:01,  6.04it/s, loss=0.668, pair=0.981, adv=3.392, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 438/444 [02:39<00:00,  6.39it/s, loss=0.668, pair=0.981, adv=3.392, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 438/444 [02:39<00:00,  6.39it/s, loss=0.555, pair=0.583, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 439/444 [02:39<00:00,  5.95it/s, loss=0.555, pair=0.583, adv=3.383, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 439/444 [02:39<00:00,  5.95it/s, loss=0.695, pair=1.419, adv=3.395, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 440/444 [02:39<00:00,  6.30it/s, loss=0.695, pair=1.419, adv=3.395, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 440/444 [02:39<00:00,  6.30it/s, loss=0.473, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 441/444 [02:39<00:00,  5.95it/s, loss=0.473, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 441/444 [02:39<00:00,  5.95it/s, loss=0.581, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 442/444 [02:39<00:00,  6.31it/s, loss=0.581, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 442/444 [02:40<00:00,  6.31it/s, loss=0.538, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 443/444 [02:40<00:00,  5.91it/s, loss=0.538, pair=0.000, adv=0.000, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 443/444 [02:40<00:00,  5.91it/s, loss=0.517, pair=1.200, adv=3.397, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|█| 444/444 [02:40<00:00,  6.29it/s, loss=0.517, pair=1.200, adv=3.397, sprd=0.05
                                                                                                              
Epoch 001/60 [S1:deg_only]  loss=0.7587  mat=0.2203  sens=1.0128  pair=0.3196  adv=2.3158(rand=3.37)  deg=0.0829  orth=0.3386  spread=0.0522  q_mean=49.8  q_std=1.2  α=0.10 β=0.00 γ=1.00 λ_grl=0.000  lr=1.00e-04  160s

Ep 002/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 002/60 [S1:deg_only]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.634, pair=0.273, adv=3.378, sprd=0.051]
Ep 002/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:10,  3.39it/s, loss=0.634, pair=0.273, adv=3.378, sprd=0.051]
Ep 002/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:10,  3.39it/s, loss=0.527, pair=2.199, adv=3.379, sprd=0.052]
Ep 002/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:29,  4.92it/s, loss=0.527, pair=2.199, adv=3.379, sprd=0.052]
Ep 002/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:29,  4.92it/s, loss=0.556, pair=0.560, adv=3.378, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:33,  4.74it/s, loss=0.556, pair=0.560, adv=3.378, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:33,  4.74it/s, loss=0.591, pair=0.231, adv=3.394, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:20,  5.48it/s, loss=0.591, pair=0.231, adv=3.394, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:20,  5.48it/s, loss=0.702, pair=0.000, adv=0.000, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 5/444 [00:00<01:22,  5.31it/s, loss=0.702, pair=0.000, adv=0.000, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:22,  5.31it/s, loss=0.491, pair=0.888, adv=3.370, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:15,  5.83it/s, loss=0.491, pair=0.888, adv=3.370, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:15,  5.83it/s, loss=0.596, pair=0.000, adv=0.000, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:19,  5.49it/s, loss=0.596, pair=0.000, adv=0.000, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:19,  5.49it/s, loss=0.512, pair=0.044, adv=3.386, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:13,  5.96it/s, loss=0.512, pair=0.044, adv=3.386, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:13,  5.96it/s, loss=0.622, pair=0.000, adv=0.000, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:17,  5.62it/s, loss=0.622, pair=0.000, adv=0.000, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:17,  5.62it/s, loss=0.444, pair=0.731, adv=3.395, sprd=0.051]
Ep 002/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:12,  6.01it/s, loss=0.444, pair=0.731, adv=3.395, sprd=0.051
Ep 002/60 [S1:deg_only]:   2%| | 10/444 [00:02<01:12,  6.01it/s, loss=0.696, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:16,  5.69it/s, loss=0.696, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:16,  5.69it/s, loss=0.435, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.12it/s, loss=0.435, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.12it/s, loss=0.620, pair=1.169, adv=3.394, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.85it/s, loss=0.620, pair=1.169, adv=3.394, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.85it/s, loss=0.511, pair=0.022, adv=3.396, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:08,  6.24it/s, loss=0.511, pair=0.022, adv=3.396, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:08,  6.24it/s, loss=0.551, pair=0.665, adv=3.401, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:15,  5.69it/s, loss=0.551, pair=0.665, adv=3.401, sprd=0.051
Ep 002/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:15,  5.69it/s, loss=0.477, pair=1.919, adv=3.371, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:10,  6.10it/s, loss=0.477, pair=1.919, adv=3.371, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 16/444 [00:03<01:10,  6.10it/s, loss=0.632, pair=0.231, adv=3.387, sprd=0.051
Ep 002/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:13,  5.80it/s, loss=0.632, pair=0.231, adv=3.387, sprd=0.051
Ep 002/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:13,  5.80it/s, loss=0.461, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=0.461, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=0.650, pair=0.262, adv=3.386, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.79it/s, loss=0.650, pair=0.262, adv=3.386, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.79it/s, loss=0.435, pair=0.638, adv=3.388, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.17it/s, loss=0.435, pair=0.638, adv=3.388, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.17it/s, loss=0.615, pair=0.200, adv=3.397, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:13,  5.73it/s, loss=0.615, pair=0.200, adv=3.397, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:13,  5.73it/s, loss=0.499, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:08,  6.14it/s, loss=0.499, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 22/444 [00:04<01:08,  6.14it/s, loss=0.495, pair=0.497, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:13,  5.75it/s, loss=0.495, pair=0.497, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:13,  5.75it/s, loss=0.561, pair=0.411, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:08,  6.13it/s, loss=0.561, pair=0.411, adv=3.375, sprd=0.051
Ep 002/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:08,  6.13it/s, loss=0.745, pair=0.200, adv=3.374, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.83it/s, loss=0.745, pair=0.200, adv=3.374, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.83it/s, loss=0.803, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.21it/s, loss=0.803, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.21it/s, loss=0.667, pair=0.279, adv=3.377, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:09,  5.99it/s, loss=0.667, pair=0.279, adv=3.377, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:09,  5.99it/s, loss=0.504, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:05,  6.35it/s, loss=0.504, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   6%| | 28/444 [00:05<01:05,  6.35it/s, loss=0.711, pair=0.716, adv=3.411, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.84it/s, loss=0.711, pair=0.716, adv=3.411, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.84it/s, loss=0.534, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:06,  6.22it/s, loss=0.534, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:06,  6.22it/s, loss=0.694, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:12,  5.66it/s, loss=0.694, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:12,  5.66it/s, loss=0.414, pair=0.044, adv=3.398, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.08it/s, loss=0.414, pair=0.044, adv=3.398, sprd=0.051
Ep 002/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.08it/s, loss=0.454, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:09,  5.90it/s, loss=0.454, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:09,  5.90it/s, loss=0.515, pair=1.028, adv=3.374, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:05,  6.27it/s, loss=0.515, pair=1.028, adv=3.374, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:05,  6.27it/s, loss=0.543, pair=0.169, adv=3.384, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 35/444 [00:05<01:08,  5.94it/s, loss=0.543, pair=0.169, adv=3.384, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:08,  5.94it/s, loss=0.577, pair=0.473, adv=3.416, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:04,  6.28it/s, loss=0.577, pair=0.473, adv=3.416, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:04,  6.28it/s, loss=0.529, pair=0.856, adv=3.395, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:09,  5.88it/s, loss=0.529, pair=0.856, adv=3.395, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:09,  5.88it/s, loss=0.548, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:04,  6.26it/s, loss=0.548, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:04,  6.26it/s, loss=0.453, pair=0.387, adv=3.413, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:07,  5.98it/s, loss=0.453, pair=0.387, adv=3.413, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:07,  5.98it/s, loss=0.430, pair=0.560, adv=3.399, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:03,  6.32it/s, loss=0.430, pair=0.560, adv=3.399, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:03,  6.32it/s, loss=0.540, pair=1.044, adv=3.395, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 41/444 [00:06<01:08,  5.89it/s, loss=0.540, pair=1.044, adv=3.395, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:08,  5.89it/s, loss=0.385, pair=0.575, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.25it/s, loss=0.385, pair=0.575, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.25it/s, loss=0.728, pair=1.263, adv=3.396, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.79it/s, loss=0.728, pair=1.263, adv=3.396, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.79it/s, loss=0.413, pair=0.763, adv=3.398, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.16it/s, loss=0.413, pair=0.763, adv=3.398, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.16it/s, loss=0.564, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.82it/s, loss=0.564, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.82it/s, loss=0.476, pair=1.294, adv=3.392, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.20it/s, loss=0.476, pair=1.294, adv=3.392, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.20it/s, loss=0.684, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 47/444 [00:07<01:07,  5.88it/s, loss=0.684, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:07,  5.88it/s, loss=0.509, pair=0.950, adv=3.397, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.23it/s, loss=0.509, pair=0.950, adv=3.397, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.23it/s, loss=0.617, pair=0.373, adv=3.383, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:07,  5.85it/s, loss=0.617, pair=0.373, adv=3.383, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:07,  5.85it/s, loss=0.467, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.23it/s, loss=0.467, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.23it/s, loss=0.598, pair=0.606, adv=3.395, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:06,  5.94it/s, loss=0.598, pair=0.606, adv=3.395, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:06,  5.94it/s, loss=0.446, pair=0.669, adv=3.402, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:02,  6.28it/s, loss=0.446, pair=0.669, adv=3.402, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:02,  6.28it/s, loss=0.561, pair=1.121, adv=3.378, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 53/444 [00:08<01:06,  5.86it/s, loss=0.561, pair=1.121, adv=3.378, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:06,  5.86it/s, loss=0.613, pair=0.679, adv=3.379, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.24it/s, loss=0.613, pair=0.679, adv=3.379, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.24it/s, loss=0.571, pair=0.867, adv=3.372, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:06,  5.84it/s, loss=0.571, pair=0.867, adv=3.372, sprd=0.052
Ep 002/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:06,  5.84it/s, loss=0.515, pair=1.216, adv=3.384, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:02,  6.19it/s, loss=0.515, pair=1.216, adv=3.384, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:02,  6.19it/s, loss=0.631, pair=0.294, adv=3.371, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.85it/s, loss=0.631, pair=0.294, adv=3.371, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.85it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:01,  6.23it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:01,  6.23it/s, loss=0.633, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 59/444 [00:09<01:06,  5.83it/s, loss=0.633, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:06,  5.83it/s, loss=0.523, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.523, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.543, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:05,  5.84it/s, loss=0.543, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:05,  5.84it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.22it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.22it/s, loss=0.446, pair=0.387, adv=3.388, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:05,  5.81it/s, loss=0.446, pair=0.387, adv=3.388, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:05,  5.81it/s, loss=0.456, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:01,  6.20it/s, loss=0.456, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:01,  6.20it/s, loss=0.732, pair=1.950, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 65/444 [00:10<01:05,  5.81it/s, loss=0.732, pair=1.950, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:05,  5.81it/s, loss=0.519, pair=0.544, adv=3.396, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.20it/s, loss=0.519, pair=0.544, adv=3.396, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.20it/s, loss=0.640, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:05,  5.75it/s, loss=0.640, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:05,  5.75it/s, loss=0.504, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.16it/s, loss=0.504, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.16it/s, loss=0.601, pair=0.731, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:04,  5.82it/s, loss=0.601, pair=0.731, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:04,  5.82it/s, loss=0.481, pair=0.575, adv=3.392, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:00,  6.20it/s, loss=0.481, pair=0.575, adv=3.392, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:00,  6.20it/s, loss=0.782, pair=1.200, adv=3.379, sprd=0.052
Ep 002/60 [S1:deg_only]:  16%|▏| 71/444 [00:11<01:03,  5.88it/s, loss=0.782, pair=1.200, adv=3.379, sprd=0.052
Ep 002/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:03,  5.88it/s, loss=0.458, pair=2.730, adv=3.394, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.25it/s, loss=0.458, pair=2.730, adv=3.394, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.25it/s, loss=0.561, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:02,  5.91it/s, loss=0.561, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:02,  5.91it/s, loss=0.392, pair=0.575, adv=3.400, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.26it/s, loss=0.392, pair=0.575, adv=3.400, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.26it/s, loss=0.451, pair=0.419, adv=3.387, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:01,  6.00it/s, loss=0.451, pair=0.419, adv=3.387, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:01,  6.00it/s, loss=0.535, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:57,  6.35it/s, loss=0.535, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:57,  6.35it/s, loss=0.525, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 77/444 [00:12<01:02,  5.90it/s, loss=0.525, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.90it/s, loss=0.478, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.28it/s, loss=0.478, pair=0.000, adv=0.000, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.28it/s, loss=0.557, pair=0.550, adv=3.383, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.94it/s, loss=0.557, pair=0.550, adv=3.383, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.94it/s, loss=0.496, pair=1.075, adv=3.380, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:57,  6.29it/s, loss=0.496, pair=1.075, adv=3.380, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:57,  6.29it/s, loss=0.573, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:00,  5.96it/s, loss=0.573, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:00,  5.96it/s, loss=0.470, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.31it/s, loss=0.470, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.31it/s, loss=0.791, pair=0.106, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 83/444 [00:13<01:01,  5.84it/s, loss=0.791, pair=0.106, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:01,  5.84it/s, loss=0.539, pair=0.450, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.22it/s, loss=0.539, pair=0.450, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.22it/s, loss=0.599, pair=0.153, adv=3.381, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:02,  5.75it/s, loss=0.599, pair=0.153, adv=3.381, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:02,  5.75it/s, loss=0.413, pair=1.481, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:58,  6.14it/s, loss=0.413, pair=1.481, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:58,  6.14it/s, loss=0.489, pair=0.137, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.82it/s, loss=0.489, pair=0.137, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.82it/s, loss=0.687, pair=0.403, adv=3.382, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.19it/s, loss=0.687, pair=0.403, adv=3.382, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.19it/s, loss=0.455, pair=0.262, adv=3.405, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 89/444 [00:14<01:00,  5.83it/s, loss=0.455, pair=0.262, adv=3.405, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:00,  5.83it/s, loss=0.449, pair=0.169, adv=3.369, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.19it/s, loss=0.449, pair=0.169, adv=3.369, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.19it/s, loss=0.528, pair=0.081, adv=3.350, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.85it/s, loss=0.528, pair=0.081, adv=3.350, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.85it/s, loss=0.494, pair=0.294, adv=3.387, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.23it/s, loss=0.494, pair=0.294, adv=3.387, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.23it/s, loss=0.426, pair=0.263, adv=3.357, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:01,  5.74it/s, loss=0.426, pair=0.263, adv=3.357, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:01,  5.74it/s, loss=0.445, pair=0.403, adv=3.410, sprd=0.052
Ep 002/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:57,  6.12it/s, loss=0.445, pair=0.403, adv=3.410, sprd=0.052
Ep 002/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:57,  6.12it/s, loss=0.672, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 95/444 [00:15<00:59,  5.83it/s, loss=0.672, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:59,  5.83it/s, loss=0.584, pair=0.794, adv=3.395, sprd=0.052
Ep 002/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.20it/s, loss=0.584, pair=0.794, adv=3.395, sprd=0.052
Ep 002/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.20it/s, loss=0.503, pair=0.075, adv=3.400, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:58,  5.90it/s, loss=0.503, pair=0.075, adv=3.400, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:58,  5.90it/s, loss=0.416, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:55,  6.26it/s, loss=0.416, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:55,  6.26it/s, loss=0.459, pair=1.075, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:00,  5.70it/s, loss=0.459, pair=1.075, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:00,  5.70it/s, loss=0.520, pair=0.000, adv=0.000, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:56,  6.10it/s, loss=0.520, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:56,  6.10it/s, loss=0.542, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 101/444 [00:16<00:59,  5.73it/s, loss=0.542, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:59,  5.73it/s, loss=0.392, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.13it/s, loss=0.392, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.13it/s, loss=0.507, pair=2.043, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:58,  5.83it/s, loss=0.507, pair=2.043, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:58,  5.83it/s, loss=0.466, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=0.466, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=0.496, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.82it/s, loss=0.496, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.82it/s, loss=0.526, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.20it/s, loss=0.526, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.20it/s, loss=0.509, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 107/444 [00:17<00:58,  5.79it/s, loss=0.509, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:58,  5.79it/s, loss=0.538, pair=0.575, adv=3.430, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:54,  6.17it/s, loss=0.538, pair=0.575, adv=3.430, sprd=0.05
Ep 002/60 [S1:deg_only]:  24%|▏| 108/444 [00:22<00:54,  6.17it/s, loss=0.597, pair=1.263, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▏| 109/444 [00:22<07:18,  1.31s/it, loss=0.597, pair=1.263, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▏| 109/444 [00:22<07:18,  1.31s/it, loss=0.554, pair=1.793, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▏| 110/444 [00:22<05:19,  1.05it/s, loss=0.554, pair=1.793, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▏| 110/444 [00:22<05:19,  1.05it/s, loss=0.556, pair=0.638, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▎| 111/444 [00:22<04:02,  1.37it/s, loss=0.556, pair=0.638, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▎| 111/444 [00:22<04:02,  1.37it/s, loss=0.410, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▎| 112/444 [00:22<03:02,  1.82it/s, loss=0.410, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▎| 112/444 [00:22<03:02,  1.82it/s, loss=0.493, pair=0.106, adv=3.405, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▎| 113/444 [00:22<02:26,  2.26it/s, loss=0.493, pair=0.106, adv=3.405, sprd=0.05
Ep 002/60 [S1:deg_only]:  25%|▎| 113/444 [00:22<02:26,  2.26it/s, loss=0.538, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 114/444 [00:22<01:55,  2.86it/s, loss=0.538, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 114/444 [00:23<01:55,  2.86it/s, loss=0.414, pair=0.700, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 115/444 [00:23<01:38,  3.33it/s, loss=0.414, pair=0.700, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 115/444 [00:23<01:38,  3.33it/s, loss=0.465, pair=0.137, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 116/444 [00:23<01:22,  3.98it/s, loss=0.465, pair=0.137, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 116/444 [00:23<01:22,  3.98it/s, loss=0.629, pair=1.044, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 117/444 [00:23<01:16,  4.29it/s, loss=0.629, pair=1.044, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  26%|▎| 117/444 [00:23<01:16,  4.29it/s, loss=0.429, pair=1.114, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 118/444 [00:23<01:06,  4.89it/s, loss=0.429, pair=1.114, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 118/444 [00:23<01:06,  4.89it/s, loss=0.506, pair=1.763, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 119/444 [00:23<01:06,  4.87it/s, loss=0.506, pair=1.763, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 119/444 [00:23<01:06,  4.87it/s, loss=0.429, pair=1.513, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 120/444 [00:23<00:59,  5.42it/s, loss=0.429, pair=1.513, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 120/444 [00:24<00:59,  5.42it/s, loss=0.465, pair=0.044, adv=3.393, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 121/444 [00:24<01:01,  5.26it/s, loss=0.465, pair=0.044, adv=3.393, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 121/444 [00:24<01:01,  5.26it/s, loss=0.493, pair=0.513, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 122/444 [00:24<00:56,  5.72it/s, loss=0.493, pair=0.513, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  27%|▎| 122/444 [00:24<00:56,  5.72it/s, loss=0.518, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 123/444 [00:24<00:57,  5.55it/s, loss=0.518, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 123/444 [00:24<00:57,  5.55it/s, loss=0.505, pair=2.512, adv=3.389, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 124/444 [00:24<00:53,  5.99it/s, loss=0.505, pair=2.512, adv=3.389, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 124/444 [00:24<00:53,  5.99it/s, loss=0.510, pair=0.137, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 125/444 [00:24<00:55,  5.79it/s, loss=0.510, pair=0.137, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 125/444 [00:24<00:55,  5.79it/s, loss=0.425, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 126/444 [00:24<00:51,  6.18it/s, loss=0.425, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  28%|▎| 126/444 [00:25<00:51,  6.18it/s, loss=0.711, pair=0.231, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 127/444 [00:25<00:53,  5.96it/s, loss=0.711, pair=0.231, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 127/444 [00:25<00:53,  5.96it/s, loss=0.493, pair=0.294, adv=3.414, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 128/444 [00:25<00:50,  6.31it/s, loss=0.493, pair=0.294, adv=3.414, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 128/444 [00:25<00:50,  6.31it/s, loss=0.544, pair=1.685, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 129/444 [00:25<00:52,  5.95it/s, loss=0.544, pair=1.685, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 129/444 [00:25<00:52,  5.95it/s, loss=0.486, pair=0.012, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 130/444 [00:25<00:49,  6.29it/s, loss=0.486, pair=0.012, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  29%|▎| 130/444 [00:25<00:49,  6.29it/s, loss=0.477, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 131/444 [00:25<00:52,  5.95it/s, loss=0.477, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 131/444 [00:25<00:52,  5.95it/s, loss=0.456, pair=0.137, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 132/444 [00:25<00:49,  6.29it/s, loss=0.456, pair=0.137, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 132/444 [00:26<00:49,  6.29it/s, loss=0.534, pair=1.638, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 133/444 [00:26<00:52,  5.95it/s, loss=0.534, pair=1.638, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 133/444 [00:26<00:52,  5.95it/s, loss=0.453, pair=0.888, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 134/444 [00:26<00:49,  6.30it/s, loss=0.453, pair=0.888, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 134/444 [00:26<00:49,  6.30it/s, loss=0.572, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 135/444 [00:26<00:51,  5.96it/s, loss=0.572, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 135/444 [00:26<00:51,  5.96it/s, loss=0.418, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 136/444 [00:26<00:48,  6.33it/s, loss=0.418, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 136/444 [00:26<00:48,  6.33it/s, loss=0.613, pair=0.325, adv=3.408, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 137/444 [00:26<00:50,  6.05it/s, loss=0.613, pair=0.325, adv=3.408, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 137/444 [00:26<00:50,  6.05it/s, loss=0.561, pair=0.888, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 138/444 [00:26<00:47,  6.39it/s, loss=0.561, pair=0.888, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 138/444 [00:26<00:47,  6.39it/s, loss=0.611, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 139/444 [00:26<00:50,  6.08it/s, loss=0.611, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 139/444 [00:27<00:50,  6.08it/s, loss=0.473, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 140/444 [00:27<00:47,  6.43it/s, loss=0.473, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 140/444 [00:27<00:47,  6.43it/s, loss=0.505, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 141/444 [00:27<00:50,  6.01it/s, loss=0.505, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 141/444 [00:27<00:50,  6.01it/s, loss=0.475, pair=0.200, adv=3.413, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 142/444 [00:27<00:47,  6.36it/s, loss=0.475, pair=0.200, adv=3.413, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 142/444 [00:27<00:47,  6.36it/s, loss=0.559, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 143/444 [00:27<00:52,  5.78it/s, loss=0.559, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 143/444 [00:27<00:52,  5.78it/s, loss=0.454, pair=0.106, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 144/444 [00:27<00:48,  6.16it/s, loss=0.454, pair=0.106, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 144/444 [00:27<00:48,  6.16it/s, loss=0.504, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 145/444 [00:27<00:51,  5.77it/s, loss=0.504, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 145/444 [00:28<00:51,  5.77it/s, loss=0.392, pair=0.544, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 146/444 [00:28<00:48,  6.16it/s, loss=0.392, pair=0.544, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 146/444 [00:28<00:48,  6.16it/s, loss=0.640, pair=0.606, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 147/444 [00:28<00:51,  5.77it/s, loss=0.640, pair=0.606, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 147/444 [00:28<00:51,  5.77it/s, loss=0.396, pair=0.216, adv=3.401, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 148/444 [00:28<00:48,  6.16it/s, loss=0.396, pair=0.216, adv=3.401, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 148/444 [00:28<00:48,  6.16it/s, loss=0.591, pair=0.794, adv=3.401, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 149/444 [00:28<00:50,  5.83it/s, loss=0.591, pair=0.794, adv=3.401, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 149/444 [00:28<00:50,  5.83it/s, loss=0.377, pair=1.825, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 150/444 [00:28<00:47,  6.20it/s, loss=0.377, pair=1.825, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 150/444 [00:28<00:47,  6.20it/s, loss=0.442, pair=0.700, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 151/444 [00:28<00:50,  5.85it/s, loss=0.442, pair=0.700, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 151/444 [00:29<00:50,  5.85it/s, loss=0.532, pair=1.158, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 152/444 [00:29<00:46,  6.22it/s, loss=0.532, pair=1.158, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 152/444 [00:29<00:46,  6.22it/s, loss=0.589, pair=1.606, adv=3.402, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 153/444 [00:29<00:50,  5.76it/s, loss=0.589, pair=1.606, adv=3.402, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 153/444 [00:29<00:50,  5.76it/s, loss=0.482, pair=0.000, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 154/444 [00:29<00:47,  6.12it/s, loss=0.482, pair=0.000, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 154/444 [00:29<00:47,  6.12it/s, loss=0.604, pair=1.402, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 155/444 [00:29<00:50,  5.70it/s, loss=0.604, pair=1.402, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 155/444 [00:29<00:50,  5.70it/s, loss=0.421, pair=1.325, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 156/444 [00:29<00:47,  6.11it/s, loss=0.421, pair=1.325, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 156/444 [00:29<00:47,  6.11it/s, loss=0.444, pair=1.106, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 157/444 [00:29<00:49,  5.79it/s, loss=0.444, pair=1.106, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 157/444 [00:30<00:49,  5.79it/s, loss=0.451, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 158/444 [00:30<00:46,  6.17it/s, loss=0.451, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 158/444 [00:30<00:46,  6.17it/s, loss=0.445, pair=0.000, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 159/444 [00:30<00:48,  5.90it/s, loss=0.445, pair=0.000, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 159/444 [00:30<00:48,  5.90it/s, loss=0.398, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 160/444 [00:30<00:45,  6.25it/s, loss=0.398, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 160/444 [00:30<00:45,  6.25it/s, loss=0.474, pair=0.372, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 161/444 [00:30<00:49,  5.71it/s, loss=0.474, pair=0.372, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 161/444 [00:30<00:49,  5.71it/s, loss=0.500, pair=0.356, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 162/444 [00:30<00:46,  6.09it/s, loss=0.500, pair=0.356, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 162/444 [00:31<00:46,  6.09it/s, loss=0.447, pair=0.919, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 163/444 [00:31<00:50,  5.58it/s, loss=0.447, pair=0.919, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 163/444 [00:31<00:50,  5.58it/s, loss=0.409, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 164/444 [00:31<00:46,  6.01it/s, loss=0.409, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 164/444 [00:31<00:46,  6.01it/s, loss=0.471, pair=0.466, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 165/444 [00:31<00:49,  5.59it/s, loss=0.471, pair=0.466, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 165/444 [00:31<00:49,  5.59it/s, loss=0.438, pair=0.638, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 166/444 [00:31<00:46,  5.99it/s, loss=0.438, pair=0.638, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 166/444 [00:31<00:46,  5.99it/s, loss=0.517, pair=0.356, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 167/444 [00:31<00:47,  5.77it/s, loss=0.517, pair=0.356, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 167/444 [00:31<00:47,  5.77it/s, loss=0.417, pair=1.763, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 168/444 [00:31<00:44,  6.13it/s, loss=0.417, pair=1.763, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 168/444 [00:32<00:44,  6.13it/s, loss=0.468, pair=0.169, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 169/444 [00:32<00:48,  5.69it/s, loss=0.468, pair=0.169, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 169/444 [00:32<00:48,  5.69it/s, loss=0.396, pair=0.294, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 170/444 [00:32<00:45,  6.09it/s, loss=0.396, pair=0.294, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 170/444 [00:32<00:45,  6.09it/s, loss=0.502, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 171/444 [00:32<00:46,  5.86it/s, loss=0.502, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 171/444 [00:32<00:46,  5.86it/s, loss=0.424, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 172/444 [00:32<00:43,  6.23it/s, loss=0.424, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 172/444 [00:32<00:43,  6.23it/s, loss=0.453, pair=0.044, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 173/444 [00:32<00:46,  5.79it/s, loss=0.453, pair=0.044, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 173/444 [00:32<00:46,  5.79it/s, loss=0.450, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 174/444 [00:32<00:43,  6.19it/s, loss=0.450, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 174/444 [00:33<00:43,  6.19it/s, loss=0.438, pair=0.888, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 175/444 [00:33<00:46,  5.83it/s, loss=0.438, pair=0.888, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 175/444 [00:33<00:46,  5.83it/s, loss=0.380, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 176/444 [00:33<00:43,  6.21it/s, loss=0.380, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 176/444 [00:33<00:43,  6.21it/s, loss=0.523, pair=0.258, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 177/444 [00:33<00:46,  5.77it/s, loss=0.523, pair=0.258, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 177/444 [00:33<00:46,  5.77it/s, loss=0.525, pair=1.044, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 178/444 [00:33<00:43,  6.15it/s, loss=0.525, pair=1.044, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 178/444 [00:33<00:43,  6.15it/s, loss=0.486, pair=0.825, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 179/444 [00:33<00:47,  5.60it/s, loss=0.486, pair=0.825, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 179/444 [00:33<00:47,  5.60it/s, loss=0.496, pair=0.356, adv=3.396, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 180/444 [00:33<00:43,  6.03it/s, loss=0.496, pair=0.356, adv=3.396, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 180/444 [00:34<00:43,  6.03it/s, loss=0.554, pair=0.981, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 181/444 [00:34<00:46,  5.69it/s, loss=0.554, pair=0.981, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 181/444 [00:34<00:46,  5.69it/s, loss=0.399, pair=0.044, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 182/444 [00:34<00:43,  6.08it/s, loss=0.399, pair=0.044, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 182/444 [00:34<00:43,  6.08it/s, loss=0.424, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 183/444 [00:34<00:45,  5.79it/s, loss=0.424, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 183/444 [00:34<00:45,  5.79it/s, loss=0.365, pair=0.429, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 184/444 [00:34<00:42,  6.17it/s, loss=0.365, pair=0.429, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 184/444 [00:34<00:42,  6.17it/s, loss=0.531, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 185/444 [00:34<00:43,  5.89it/s, loss=0.531, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 185/444 [00:34<00:43,  5.89it/s, loss=0.378, pair=1.044, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 186/444 [00:34<00:41,  6.26it/s, loss=0.378, pair=1.044, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 186/444 [00:35<00:41,  6.26it/s, loss=0.448, pair=1.200, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 187/444 [00:35<00:44,  5.74it/s, loss=0.448, pair=1.200, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 187/444 [00:35<00:44,  5.74it/s, loss=0.392, pair=1.699, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 188/444 [00:35<00:41,  6.14it/s, loss=0.392, pair=1.699, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 188/444 [00:35<00:41,  6.14it/s, loss=0.463, pair=0.669, adv=3.407, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 189/444 [00:35<00:44,  5.72it/s, loss=0.463, pair=0.669, adv=3.407, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 189/444 [00:35<00:44,  5.72it/s, loss=0.432, pair=0.000, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 190/444 [00:35<00:41,  6.11it/s, loss=0.432, pair=0.000, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 190/444 [00:35<00:41,  6.11it/s, loss=0.404, pair=1.199, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 191/444 [00:35<00:43,  5.82it/s, loss=0.404, pair=1.199, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 191/444 [00:35<00:43,  5.82it/s, loss=0.382, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 192/444 [00:35<00:40,  6.21it/s, loss=0.382, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 192/444 [00:36<00:40,  6.21it/s, loss=0.487, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 193/444 [00:36<00:42,  5.90it/s, loss=0.487, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 193/444 [00:36<00:42,  5.90it/s, loss=0.615, pair=0.059, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 194/444 [00:36<00:39,  6.27it/s, loss=0.615, pair=0.059, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 194/444 [00:36<00:39,  6.27it/s, loss=0.516, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 195/444 [00:36<00:42,  5.82it/s, loss=0.516, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 195/444 [00:36<00:42,  5.82it/s, loss=0.411, pair=1.513, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 196/444 [00:36<00:40,  6.19it/s, loss=0.411, pair=1.513, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 196/444 [00:36<00:40,  6.19it/s, loss=0.413, pair=0.950, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 197/444 [00:36<00:42,  5.80it/s, loss=0.413, pair=0.950, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 197/444 [00:36<00:42,  5.80it/s, loss=0.438, pair=0.700, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 198/444 [00:36<00:39,  6.15it/s, loss=0.438, pair=0.700, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 198/444 [00:37<00:39,  6.15it/s, loss=0.517, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 199/444 [00:37<00:42,  5.74it/s, loss=0.517, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 199/444 [00:37<00:42,  5.74it/s, loss=0.392, pair=0.012, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 200/444 [00:37<00:39,  6.14it/s, loss=0.392, pair=0.012, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 200/444 [00:37<00:39,  6.14it/s, loss=0.478, pair=0.606, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 201/444 [00:37<00:41,  5.83it/s, loss=0.478, pair=0.606, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 201/444 [00:37<00:41,  5.83it/s, loss=0.391, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 202/444 [00:37<00:38,  6.23it/s, loss=0.391, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 202/444 [00:37<00:38,  6.23it/s, loss=0.469, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 203/444 [00:37<00:41,  5.88it/s, loss=0.469, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 203/444 [00:37<00:41,  5.88it/s, loss=0.411, pair=1.169, adv=3.405, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 204/444 [00:37<00:38,  6.24it/s, loss=0.411, pair=1.169, adv=3.405, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 204/444 [00:38<00:38,  6.24it/s, loss=0.431, pair=0.419, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 205/444 [00:38<00:40,  5.85it/s, loss=0.431, pair=0.419, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 205/444 [00:38<00:40,  5.85it/s, loss=0.465, pair=0.387, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 206/444 [00:38<00:38,  6.22it/s, loss=0.465, pair=0.387, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 206/444 [00:38<00:38,  6.22it/s, loss=0.608, pair=0.231, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 207/444 [00:38<00:39,  5.97it/s, loss=0.608, pair=0.231, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 207/444 [00:38<00:39,  5.97it/s, loss=0.515, pair=0.825, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 208/444 [00:38<00:37,  6.31it/s, loss=0.515, pair=0.825, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 208/444 [00:38<00:37,  6.31it/s, loss=0.441, pair=0.387, adv=3.396, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 209/444 [00:38<00:39,  5.98it/s, loss=0.441, pair=0.387, adv=3.396, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 209/444 [00:38<00:39,  5.98it/s, loss=0.419, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 210/444 [00:38<00:36,  6.34it/s, loss=0.419, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 210/444 [00:39<00:36,  6.34it/s, loss=0.391, pair=1.231, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 211/444 [00:39<00:38,  5.99it/s, loss=0.391, pair=1.231, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 211/444 [00:39<00:38,  5.99it/s, loss=0.394, pair=0.638, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 212/444 [00:39<00:36,  6.32it/s, loss=0.394, pair=0.638, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 212/444 [00:39<00:36,  6.32it/s, loss=0.513, pair=0.888, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 213/444 [00:39<00:39,  5.91it/s, loss=0.513, pair=0.888, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 213/444 [00:39<00:39,  5.91it/s, loss=0.393, pair=0.044, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 214/444 [00:39<00:36,  6.25it/s, loss=0.393, pair=0.044, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 214/444 [00:39<00:36,  6.25it/s, loss=0.468, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 215/444 [00:39<00:40,  5.70it/s, loss=0.468, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 215/444 [00:39<00:40,  5.70it/s, loss=0.392, pair=1.596, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 216/444 [00:39<00:37,  6.09it/s, loss=0.392, pair=1.596, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 216/444 [00:40<00:37,  6.09it/s, loss=0.416, pair=1.075, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 217/444 [00:40<00:39,  5.74it/s, loss=0.416, pair=1.075, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 217/444 [00:40<00:39,  5.74it/s, loss=0.427, pair=0.596, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 218/444 [00:40<00:36,  6.14it/s, loss=0.427, pair=0.596, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 218/444 [00:40<00:36,  6.14it/s, loss=0.416, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 219/444 [00:40<00:38,  5.89it/s, loss=0.416, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 219/444 [00:40<00:38,  5.89it/s, loss=0.423, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 220/444 [00:40<00:35,  6.24it/s, loss=0.423, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 220/444 [00:40<00:35,  6.24it/s, loss=0.492, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 221/444 [00:40<00:37,  5.93it/s, loss=0.492, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 221/444 [00:40<00:37,  5.93it/s, loss=0.394, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 222/444 [00:40<00:35,  6.29it/s, loss=0.394, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 222/444 [00:41<00:35,  6.29it/s, loss=0.373, pair=3.637, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 223/444 [00:41<00:36,  5.98it/s, loss=0.373, pair=3.637, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 223/444 [00:41<00:36,  5.98it/s, loss=0.412, pair=0.747, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 224/444 [00:41<00:34,  6.31it/s, loss=0.412, pair=0.747, adv=3.397, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 224/444 [00:41<00:34,  6.31it/s, loss=0.490, pair=0.231, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 225/444 [00:41<00:36,  6.05it/s, loss=0.490, pair=0.231, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 225/444 [00:41<00:36,  6.05it/s, loss=0.363, pair=0.810, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 226/444 [00:41<00:34,  6.39it/s, loss=0.363, pair=0.810, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 226/444 [00:41<00:34,  6.39it/s, loss=0.391, pair=1.231, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 227/444 [00:41<00:36,  5.93it/s, loss=0.391, pair=1.231, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 227/444 [00:41<00:36,  5.93it/s, loss=0.442, pair=0.294, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 228/444 [00:41<00:34,  6.27it/s, loss=0.442, pair=0.294, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 228/444 [00:41<00:34,  6.27it/s, loss=0.469, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 229/444 [00:41<00:37,  5.81it/s, loss=0.469, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 229/444 [00:42<00:37,  5.81it/s, loss=0.495, pair=0.000, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 230/444 [00:42<00:34,  6.19it/s, loss=0.495, pair=0.000, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 230/444 [00:42<00:34,  6.19it/s, loss=0.374, pair=2.043, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 231/444 [00:42<00:36,  5.78it/s, loss=0.374, pair=2.043, adv=3.400, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 231/444 [00:42<00:36,  5.78it/s, loss=0.365, pair=0.835, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 232/444 [00:42<00:34,  6.15it/s, loss=0.365, pair=0.835, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 232/444 [00:42<00:34,  6.15it/s, loss=0.379, pair=1.231, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 233/444 [00:42<00:35,  5.88it/s, loss=0.379, pair=1.231, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 233/444 [00:42<00:35,  5.88it/s, loss=0.408, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 234/444 [00:42<00:33,  6.25it/s, loss=0.408, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 234/444 [00:42<00:33,  6.25it/s, loss=0.578, pair=0.919, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 235/444 [00:42<00:35,  5.83it/s, loss=0.578, pair=0.919, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 235/444 [00:43<00:35,  5.83it/s, loss=0.404, pair=1.231, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 236/444 [00:43<00:33,  6.18it/s, loss=0.404, pair=1.231, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 236/444 [00:43<00:33,  6.18it/s, loss=0.617, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 237/444 [00:43<00:36,  5.71it/s, loss=0.617, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 237/444 [00:43<00:36,  5.71it/s, loss=0.395, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 238/444 [00:43<00:33,  6.11it/s, loss=0.395, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 238/444 [00:43<00:33,  6.11it/s, loss=0.502, pair=0.810, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 239/444 [00:43<00:36,  5.66it/s, loss=0.502, pair=0.810, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 239/444 [00:43<00:36,  5.66it/s, loss=0.376, pair=1.060, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 240/444 [00:43<00:33,  6.05it/s, loss=0.376, pair=1.060, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 240/444 [00:44<00:33,  6.05it/s, loss=0.421, pair=1.002, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 241/444 [00:44<00:35,  5.76it/s, loss=0.421, pair=1.002, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 241/444 [00:44<00:35,  5.76it/s, loss=0.492, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 242/444 [00:44<00:32,  6.15it/s, loss=0.492, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 242/444 [00:44<00:32,  6.15it/s, loss=0.470, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 243/444 [00:44<00:35,  5.63it/s, loss=0.470, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 243/444 [00:44<00:35,  5.63it/s, loss=0.469, pair=1.638, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 244/444 [00:44<00:33,  6.04it/s, loss=0.469, pair=1.638, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 244/444 [00:44<00:33,  6.04it/s, loss=0.457, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  55%|▌| 245/444 [00:44<00:34,  5.78it/s, loss=0.457, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  55%|▌| 245/444 [00:44<00:34,  5.78it/s, loss=0.448, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 246/444 [00:44<00:32,  6.18it/s, loss=0.448, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 246/444 [00:45<00:32,  6.18it/s, loss=0.484, pair=0.419, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 247/444 [00:45<00:34,  5.71it/s, loss=0.484, pair=0.419, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 247/444 [00:45<00:34,  5.71it/s, loss=0.382, pair=1.169, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 248/444 [00:45<00:32,  6.11it/s, loss=0.382, pair=1.169, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 248/444 [00:45<00:32,  6.11it/s, loss=0.505, pair=0.700, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 249/444 [00:45<00:34,  5.71it/s, loss=0.505, pair=0.700, adv=3.385, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 249/444 [00:45<00:34,  5.71it/s, loss=0.390, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 250/444 [00:45<00:31,  6.13it/s, loss=0.390, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 250/444 [00:45<00:31,  6.13it/s, loss=0.401, pair=0.856, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 251/444 [00:45<00:33,  5.81it/s, loss=0.401, pair=0.856, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 251/444 [00:45<00:33,  5.81it/s, loss=0.469, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 252/444 [00:45<00:30,  6.20it/s, loss=0.469, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 252/444 [00:46<00:30,  6.20it/s, loss=0.667, pair=1.044, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  57%|▌| 253/444 [00:46<00:32,  5.79it/s, loss=0.667, pair=1.044, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  57%|▌| 253/444 [00:46<00:32,  5.79it/s, loss=0.443, pair=0.000, adv=3.399, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 254/444 [00:46<00:30,  6.18it/s, loss=0.443, pair=0.000, adv=3.399, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 254/444 [00:46<00:30,  6.18it/s, loss=0.560, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 255/444 [00:46<00:31,  5.92it/s, loss=0.560, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 255/444 [00:46<00:31,  5.92it/s, loss=0.372, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 256/444 [00:46<00:30,  6.18it/s, loss=0.372, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 256/444 [00:46<00:30,  6.18it/s, loss=0.434, pair=2.465, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 257/444 [00:46<00:32,  5.84it/s, loss=0.434, pair=2.465, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 257/444 [00:46<00:32,  5.84it/s, loss=0.364, pair=0.950, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 258/444 [00:46<00:29,  6.22it/s, loss=0.364, pair=0.950, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 258/444 [00:47<00:29,  6.22it/s, loss=0.503, pair=0.153, adv=3.369, sprd=0.04
Ep 002/60 [S1:deg_only]:  58%|▌| 259/444 [00:47<00:32,  5.77it/s, loss=0.503, pair=0.153, adv=3.369, sprd=0.04
Ep 002/60 [S1:deg_only]:  58%|▌| 259/444 [00:47<00:32,  5.77it/s, loss=0.346, pair=0.153, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 260/444 [00:47<00:29,  6.15it/s, loss=0.346, pair=0.153, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 260/444 [00:47<00:29,  6.15it/s, loss=0.461, pair=0.919, adv=3.393, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 261/444 [00:47<00:33,  5.52it/s, loss=0.461, pair=0.919, adv=3.393, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 261/444 [00:47<00:33,  5.52it/s, loss=0.399, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 262/444 [00:47<00:30,  5.96it/s, loss=0.399, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 262/444 [00:47<00:30,  5.96it/s, loss=0.457, pair=1.325, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 263/444 [00:47<00:31,  5.66it/s, loss=0.457, pair=1.325, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 263/444 [00:47<00:31,  5.66it/s, loss=0.399, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 264/444 [00:47<00:29,  6.05it/s, loss=0.399, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 264/444 [00:48<00:29,  6.05it/s, loss=0.454, pair=2.074, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 265/444 [00:48<00:31,  5.75it/s, loss=0.454, pair=2.074, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 265/444 [00:48<00:31,  5.75it/s, loss=0.367, pair=0.325, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 266/444 [00:48<00:29,  6.11it/s, loss=0.367, pair=0.325, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 266/444 [00:48<00:29,  6.11it/s, loss=0.475, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 267/444 [00:48<00:30,  5.78it/s, loss=0.475, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 267/444 [00:48<00:30,  5.78it/s, loss=0.394, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 268/444 [00:48<00:28,  6.18it/s, loss=0.394, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 268/444 [00:48<00:28,  6.18it/s, loss=0.420, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 269/444 [00:48<00:29,  5.85it/s, loss=0.420, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 269/444 [00:48<00:29,  5.85it/s, loss=0.398, pair=1.466, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 270/444 [00:48<00:27,  6.22it/s, loss=0.398, pair=1.466, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 270/444 [00:49<00:27,  6.22it/s, loss=0.387, pair=0.000, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 271/444 [00:49<00:30,  5.77it/s, loss=0.387, pair=0.000, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 271/444 [00:49<00:30,  5.77it/s, loss=0.357, pair=0.575, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 272/444 [00:49<00:28,  6.12it/s, loss=0.357, pair=0.575, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 272/444 [00:49<00:28,  6.12it/s, loss=0.443, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 273/444 [00:49<00:28,  5.91it/s, loss=0.443, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  61%|▌| 273/444 [00:49<00:28,  5.91it/s, loss=0.428, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 274/444 [00:49<00:27,  6.25it/s, loss=0.428, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 274/444 [00:49<00:27,  6.25it/s, loss=0.482, pair=1.435, adv=3.398, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 275/444 [00:49<00:29,  5.69it/s, loss=0.482, pair=1.435, adv=3.398, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 275/444 [00:49<00:29,  5.69it/s, loss=0.364, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 276/444 [00:49<00:27,  6.07it/s, loss=0.364, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 276/444 [00:50<00:27,  6.07it/s, loss=0.501, pair=0.883, adv=3.393, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 277/444 [00:50<00:29,  5.73it/s, loss=0.501, pair=0.883, adv=3.393, sprd=0.04
Ep 002/60 [S1:deg_only]:  62%|▌| 277/444 [00:50<00:29,  5.73it/s, loss=0.419, pair=0.137, adv=3.409, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 278/444 [00:50<00:27,  6.10it/s, loss=0.419, pair=0.137, adv=3.409, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 278/444 [00:50<00:27,  6.10it/s, loss=0.487, pair=0.325, adv=3.393, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 279/444 [00:50<00:29,  5.67it/s, loss=0.487, pair=0.325, adv=3.393, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 279/444 [00:50<00:29,  5.67it/s, loss=0.393, pair=1.208, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 280/444 [00:50<00:27,  6.07it/s, loss=0.393, pair=1.208, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 280/444 [00:50<00:27,  6.07it/s, loss=0.477, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 281/444 [00:50<00:29,  5.60it/s, loss=0.477, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  63%|▋| 281/444 [00:50<00:29,  5.60it/s, loss=0.372, pair=0.606, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 282/444 [00:50<00:26,  6.00it/s, loss=0.372, pair=0.606, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 282/444 [00:51<00:26,  6.00it/s, loss=0.513, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 283/444 [00:51<00:28,  5.73it/s, loss=0.513, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 283/444 [00:51<00:28,  5.73it/s, loss=0.385, pair=1.763, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 284/444 [00:51<00:26,  6.08it/s, loss=0.385, pair=1.763, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 284/444 [00:51<00:26,  6.08it/s, loss=0.461, pair=0.137, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 285/444 [00:51<00:28,  5.63it/s, loss=0.461, pair=0.137, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  64%|▋| 285/444 [00:51<00:28,  5.63it/s, loss=0.365, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 286/444 [00:51<00:26,  6.04it/s, loss=0.365, pair=0.000, adv=0.000, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 286/444 [00:51<00:26,  6.04it/s, loss=0.485, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 287/444 [00:51<00:28,  5.60it/s, loss=0.485, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 287/444 [00:51<00:28,  5.60it/s, loss=0.405, pair=1.669, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 288/444 [00:51<00:26,  6.00it/s, loss=0.405, pair=1.669, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 288/444 [00:52<00:26,  6.00it/s, loss=0.475, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 289/444 [00:52<00:27,  5.66it/s, loss=0.475, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 289/444 [00:52<00:27,  5.66it/s, loss=0.434, pair=1.388, adv=3.395, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 290/444 [00:52<00:25,  6.05it/s, loss=0.434, pair=1.388, adv=3.395, sprd=0.04
Ep 002/60 [S1:deg_only]:  65%|▋| 290/444 [00:52<00:25,  6.05it/s, loss=0.364, pair=1.450, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 291/444 [00:52<00:27,  5.63it/s, loss=0.364, pair=1.450, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 291/444 [00:52<00:27,  5.63it/s, loss=0.393, pair=2.355, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 292/444 [00:52<00:25,  6.01it/s, loss=0.393, pair=2.355, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 292/444 [00:52<00:25,  6.01it/s, loss=0.469, pair=0.075, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 293/444 [00:52<00:26,  5.72it/s, loss=0.469, pair=0.075, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 293/444 [00:52<00:26,  5.72it/s, loss=0.400, pair=0.903, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 294/444 [00:52<00:24,  6.09it/s, loss=0.400, pair=0.903, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 294/444 [00:53<00:24,  6.09it/s, loss=0.540, pair=1.606, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 295/444 [00:53<00:26,  5.64it/s, loss=0.540, pair=1.606, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 295/444 [00:53<00:26,  5.64it/s, loss=0.362, pair=1.200, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 296/444 [00:53<00:24,  6.02it/s, loss=0.362, pair=1.200, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 296/444 [00:53<00:24,  6.02it/s, loss=0.430, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 297/444 [00:53<00:26,  5.64it/s, loss=0.430, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 297/444 [00:53<00:26,  5.64it/s, loss=0.403, pair=2.340, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 298/444 [00:53<00:24,  6.04it/s, loss=0.403, pair=2.340, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 298/444 [00:53<00:24,  6.04it/s, loss=0.466, pair=0.825, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 299/444 [00:53<00:25,  5.58it/s, loss=0.466, pair=0.825, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 299/444 [00:53<00:25,  5.58it/s, loss=0.365, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 300/444 [00:53<00:23,  6.01it/s, loss=0.365, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 300/444 [00:54<00:23,  6.01it/s, loss=0.481, pair=0.335, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 301/444 [00:54<00:25,  5.66it/s, loss=0.481, pair=0.335, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 301/444 [00:54<00:25,  5.66it/s, loss=0.404, pair=0.763, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 302/444 [00:54<00:23,  6.02it/s, loss=0.404, pair=0.763, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 302/444 [00:54<00:23,  6.02it/s, loss=0.424, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 303/444 [00:54<00:25,  5.50it/s, loss=0.424, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 303/444 [00:54<00:25,  5.50it/s, loss=0.404, pair=0.372, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 304/444 [00:54<00:23,  5.93it/s, loss=0.404, pair=0.372, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  68%|▋| 304/444 [00:54<00:23,  5.93it/s, loss=0.620, pair=1.044, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 305/444 [00:54<00:24,  5.70it/s, loss=0.620, pair=1.044, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 305/444 [00:55<00:24,  5.70it/s, loss=0.393, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 306/444 [00:55<00:22,  6.10it/s, loss=0.393, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 306/444 [00:55<00:22,  6.10it/s, loss=0.484, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 307/444 [00:55<00:24,  5.67it/s, loss=0.484, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 307/444 [00:55<00:24,  5.67it/s, loss=0.449, pair=1.138, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 308/444 [00:55<00:22,  6.02it/s, loss=0.449, pair=1.138, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  69%|▋| 308/444 [00:55<00:22,  6.02it/s, loss=0.539, pair=1.388, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 309/444 [00:55<00:23,  5.64it/s, loss=0.539, pair=1.388, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 309/444 [00:55<00:23,  5.64it/s, loss=0.341, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 310/444 [00:55<00:22,  6.03it/s, loss=0.341, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 310/444 [00:55<00:22,  6.03it/s, loss=0.449, pair=0.685, adv=3.402, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 311/444 [00:55<00:23,  5.75it/s, loss=0.449, pair=0.685, adv=3.402, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 311/444 [00:56<00:23,  5.75it/s, loss=0.396, pair=0.935, adv=3.412, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 312/444 [00:56<00:21,  6.12it/s, loss=0.396, pair=0.935, adv=3.412, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 312/444 [00:56<00:21,  6.12it/s, loss=0.488, pair=0.731, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 313/444 [00:56<00:23,  5.69it/s, loss=0.488, pair=0.731, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  70%|▋| 313/444 [00:56<00:23,  5.69it/s, loss=0.488, pair=2.699, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 314/444 [00:56<00:21,  6.04it/s, loss=0.488, pair=2.699, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 314/444 [00:56<00:21,  6.04it/s, loss=0.367, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 315/444 [00:56<00:22,  5.73it/s, loss=0.367, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 315/444 [00:56<00:22,  5.73it/s, loss=0.384, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 316/444 [00:56<00:20,  6.12it/s, loss=0.384, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 316/444 [00:56<00:20,  6.12it/s, loss=0.439, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 317/444 [00:56<00:22,  5.71it/s, loss=0.439, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 317/444 [00:57<00:22,  5.71it/s, loss=0.346, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 318/444 [00:57<00:20,  6.10it/s, loss=0.346, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 318/444 [00:57<00:20,  6.10it/s, loss=0.398, pair=3.105, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 319/444 [00:57<00:22,  5.67it/s, loss=0.398, pair=3.105, adv=3.381, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 319/444 [00:57<00:22,  5.67it/s, loss=0.374, pair=1.669, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 320/444 [00:57<00:20,  6.02it/s, loss=0.374, pair=1.669, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 320/444 [00:57<00:20,  6.02it/s, loss=0.413, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 321/444 [00:57<00:21,  5.75it/s, loss=0.413, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 321/444 [00:57<00:21,  5.75it/s, loss=0.358, pair=1.325, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 322/444 [00:57<00:19,  6.12it/s, loss=0.358, pair=1.325, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 322/444 [00:57<00:19,  6.12it/s, loss=0.479, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 323/444 [00:57<00:21,  5.69it/s, loss=0.479, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 323/444 [00:58<00:21,  5.69it/s, loss=0.582, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 324/444 [00:58<00:19,  6.08it/s, loss=0.582, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 324/444 [00:58<00:19,  6.08it/s, loss=0.387, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 325/444 [00:58<00:21,  5.63it/s, loss=0.387, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 325/444 [00:58<00:21,  5.63it/s, loss=0.899, pair=2.137, adv=3.355, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 326/444 [00:58<00:19,  6.03it/s, loss=0.899, pair=2.137, adv=3.355, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 326/444 [00:58<00:19,  6.03it/s, loss=0.497, pair=1.669, adv=3.394, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 327/444 [00:58<00:21,  5.56it/s, loss=0.497, pair=1.669, adv=3.394, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 327/444 [00:58<00:21,  5.56it/s, loss=0.423, pair=0.000, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 328/444 [00:58<00:19,  5.94it/s, loss=0.423, pair=0.000, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 328/444 [00:58<00:19,  5.94it/s, loss=0.435, pair=1.122, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 329/444 [00:58<00:20,  5.62it/s, loss=0.435, pair=1.122, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 329/444 [00:59<00:20,  5.62it/s, loss=0.579, pair=2.137, adv=3.394, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 330/444 [00:59<00:18,  6.04it/s, loss=0.579, pair=2.137, adv=3.394, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 330/444 [00:59<00:18,  6.04it/s, loss=0.436, pair=2.543, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▋| 331/444 [00:59<00:19,  5.72it/s, loss=0.436, pair=2.543, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▋| 331/444 [00:59<00:19,  5.72it/s, loss=0.402, pair=0.262, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▋| 332/444 [00:59<00:18,  6.06it/s, loss=0.402, pair=0.262, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▋| 332/444 [00:59<00:18,  6.06it/s, loss=0.477, pair=0.450, adv=3.391, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 333/444 [00:59<00:19,  5.79it/s, loss=0.477, pair=0.450, adv=3.391, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 333/444 [00:59<00:19,  5.79it/s, loss=0.360, pair=2.605, adv=3.403, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 334/444 [00:59<00:17,  6.12it/s, loss=0.360, pair=2.605, adv=3.403, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 334/444 [00:59<00:17,  6.12it/s, loss=0.401, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 335/444 [00:59<00:18,  5.77it/s, loss=0.401, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 335/444 [01:00<00:18,  5.77it/s, loss=0.388, pair=0.747, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 336/444 [01:00<00:17,  6.15it/s, loss=0.388, pair=0.747, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 336/444 [01:00<00:17,  6.15it/s, loss=0.416, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 337/444 [01:00<00:18,  5.77it/s, loss=0.416, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 337/444 [01:00<00:18,  5.77it/s, loss=0.599, pair=1.231, adv=3.345, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 338/444 [01:00<00:17,  6.15it/s, loss=0.599, pair=1.231, adv=3.345, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 338/444 [01:00<00:17,  6.15it/s, loss=0.425, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 339/444 [01:00<00:18,  5.66it/s, loss=0.425, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 339/444 [01:00<00:18,  5.66it/s, loss=0.430, pair=0.419, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 340/444 [01:00<00:17,  6.03it/s, loss=0.430, pair=0.419, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 340/444 [01:01<00:17,  6.03it/s, loss=0.417, pair=0.981, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 341/444 [01:01<00:18,  5.71it/s, loss=0.417, pair=0.981, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 341/444 [01:01<00:18,  5.71it/s, loss=0.356, pair=1.715, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 342/444 [01:01<00:16,  6.10it/s, loss=0.356, pair=1.715, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 342/444 [01:01<00:16,  6.10it/s, loss=0.388, pair=1.647, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 343/444 [01:01<00:18,  5.58it/s, loss=0.388, pair=1.647, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 343/444 [01:01<00:18,  5.58it/s, loss=0.491, pair=1.402, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 344/444 [01:01<00:16,  5.98it/s, loss=0.491, pair=1.402, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 344/444 [01:01<00:16,  5.98it/s, loss=0.383, pair=1.138, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 345/444 [01:01<00:17,  5.77it/s, loss=0.383, pair=1.138, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 345/444 [01:01<00:17,  5.77it/s, loss=0.380, pair=0.544, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 346/444 [01:01<00:15,  6.16it/s, loss=0.380, pair=0.544, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 346/444 [01:02<00:15,  6.16it/s, loss=0.569, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 347/444 [01:02<00:16,  5.77it/s, loss=0.569, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 347/444 [01:02<00:16,  5.77it/s, loss=0.357, pair=2.355, adv=3.398, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 348/444 [01:02<00:15,  6.15it/s, loss=0.357, pair=2.355, adv=3.398, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 348/444 [01:02<00:15,  6.15it/s, loss=0.473, pair=1.340, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 349/444 [01:02<00:16,  5.70it/s, loss=0.473, pair=1.340, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 349/444 [01:02<00:16,  5.70it/s, loss=0.391, pair=1.715, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 350/444 [01:02<00:15,  6.04it/s, loss=0.391, pair=1.715, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 350/444 [01:02<00:15,  6.04it/s, loss=0.459, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 351/444 [01:02<00:16,  5.61it/s, loss=0.459, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 351/444 [01:02<00:16,  5.61it/s, loss=0.412, pair=2.387, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 352/444 [01:02<00:15,  6.00it/s, loss=0.412, pair=2.387, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 352/444 [01:03<00:15,  6.00it/s, loss=0.428, pair=0.481, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 353/444 [01:03<00:16,  5.57it/s, loss=0.428, pair=0.481, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 353/444 [01:03<00:16,  5.57it/s, loss=0.331, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 354/444 [01:03<00:15,  5.98it/s, loss=0.331, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 354/444 [01:03<00:15,  5.98it/s, loss=0.335, pair=2.434, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 355/444 [01:03<00:15,  5.74it/s, loss=0.335, pair=2.434, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 355/444 [01:03<00:15,  5.74it/s, loss=0.379, pair=0.000, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 356/444 [01:03<00:14,  6.08it/s, loss=0.379, pair=0.000, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 356/444 [01:03<00:14,  6.08it/s, loss=0.475, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 357/444 [01:03<00:15,  5.56it/s, loss=0.475, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 357/444 [01:03<00:15,  5.56it/s, loss=0.393, pair=0.631, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 358/444 [01:03<00:14,  5.98it/s, loss=0.393, pair=0.631, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 358/444 [01:04<00:14,  5.98it/s, loss=0.512, pair=1.418, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 359/444 [01:04<00:15,  5.58it/s, loss=0.512, pair=1.418, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 359/444 [01:04<00:15,  5.58it/s, loss=0.351, pair=3.137, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 360/444 [01:04<00:14,  5.99it/s, loss=0.351, pair=3.137, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 360/444 [01:04<00:14,  5.99it/s, loss=0.367, pair=0.700, adv=3.394, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 361/444 [01:04<00:14,  5.68it/s, loss=0.367, pair=0.700, adv=3.394, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 361/444 [01:04<00:14,  5.68it/s, loss=0.386, pair=1.762, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 362/444 [01:04<00:13,  6.03it/s, loss=0.386, pair=1.762, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 362/444 [01:04<00:13,  6.03it/s, loss=0.443, pair=1.458, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 363/444 [01:04<00:14,  5.69it/s, loss=0.443, pair=1.458, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 363/444 [01:04<00:14,  5.69it/s, loss=0.377, pair=2.715, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 364/444 [01:04<00:13,  6.06it/s, loss=0.377, pair=2.715, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 364/444 [01:05<00:13,  6.06it/s, loss=0.363, pair=1.465, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 365/444 [01:05<00:13,  5.68it/s, loss=0.363, pair=1.465, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 365/444 [01:05<00:13,  5.68it/s, loss=0.363, pair=0.000, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 366/444 [01:05<00:12,  6.07it/s, loss=0.363, pair=0.000, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 366/444 [01:05<00:12,  6.07it/s, loss=0.448, pair=2.355, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 367/444 [01:05<00:13,  5.68it/s, loss=0.448, pair=2.355, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 367/444 [01:05<00:13,  5.68it/s, loss=0.387, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 368/444 [01:05<00:12,  6.05it/s, loss=0.387, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 368/444 [01:05<00:12,  6.05it/s, loss=0.427, pair=1.200, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 369/444 [01:05<00:13,  5.69it/s, loss=0.427, pair=1.200, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 369/444 [01:05<00:13,  5.69it/s, loss=0.358, pair=2.293, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 370/444 [01:05<00:12,  6.06it/s, loss=0.358, pair=2.293, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 370/444 [01:06<00:12,  6.06it/s, loss=0.440, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 371/444 [01:06<00:12,  5.75it/s, loss=0.440, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 371/444 [01:06<00:12,  5.75it/s, loss=0.337, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 372/444 [01:06<00:11,  6.14it/s, loss=0.337, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 372/444 [01:06<00:11,  6.14it/s, loss=0.457, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 373/444 [01:06<00:12,  5.79it/s, loss=0.457, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 373/444 [01:06<00:12,  5.79it/s, loss=0.365, pair=3.512, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 374/444 [01:06<00:11,  6.13it/s, loss=0.365, pair=3.512, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 374/444 [01:06<00:11,  6.13it/s, loss=0.381, pair=1.449, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 375/444 [01:06<00:12,  5.71it/s, loss=0.381, pair=1.449, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 375/444 [01:06<00:12,  5.71it/s, loss=0.329, pair=1.294, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 376/444 [01:06<00:11,  6.10it/s, loss=0.329, pair=1.294, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 376/444 [01:07<00:11,  6.10it/s, loss=0.395, pair=1.888, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 377/444 [01:07<00:11,  5.79it/s, loss=0.395, pair=1.888, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 377/444 [01:07<00:11,  5.79it/s, loss=0.486, pair=3.230, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 378/444 [01:07<00:10,  6.14it/s, loss=0.486, pair=3.230, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 378/444 [01:07<00:10,  6.14it/s, loss=0.359, pair=2.293, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 379/444 [01:07<00:11,  5.73it/s, loss=0.359, pair=2.293, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 379/444 [01:07<00:11,  5.73it/s, loss=0.338, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 380/444 [01:07<00:10,  6.10it/s, loss=0.338, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 380/444 [01:07<00:10,  6.10it/s, loss=0.471, pair=1.325, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 381/444 [01:07<00:10,  5.84it/s, loss=0.471, pair=1.325, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 381/444 [01:07<00:10,  5.84it/s, loss=0.345, pair=2.377, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 382/444 [01:07<00:10,  6.20it/s, loss=0.345, pair=2.377, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 382/444 [01:08<00:10,  6.20it/s, loss=0.365, pair=1.324, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 383/444 [01:08<00:10,  5.79it/s, loss=0.365, pair=1.324, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 383/444 [01:08<00:10,  5.79it/s, loss=0.321, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 384/444 [01:08<00:09,  6.16it/s, loss=0.321, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 384/444 [01:08<00:09,  6.16it/s, loss=0.437, pair=0.544, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 385/444 [01:08<00:10,  5.76it/s, loss=0.437, pair=0.544, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 385/444 [01:08<00:10,  5.76it/s, loss=0.376, pair=0.950, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 386/444 [01:08<00:09,  6.11it/s, loss=0.376, pair=0.950, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 386/444 [01:08<00:09,  6.11it/s, loss=0.449, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 387/444 [01:08<00:09,  5.71it/s, loss=0.449, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 387/444 [01:08<00:09,  5.71it/s, loss=0.339, pair=1.527, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 388/444 [01:08<00:09,  6.11it/s, loss=0.339, pair=1.527, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 388/444 [01:09<00:09,  6.11it/s, loss=0.457, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 389/444 [01:09<00:09,  5.74it/s, loss=0.457, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 389/444 [01:09<00:09,  5.74it/s, loss=0.346, pair=2.773, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 390/444 [01:09<00:08,  6.10it/s, loss=0.346, pair=2.773, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 390/444 [01:09<00:08,  6.10it/s, loss=0.435, pair=3.434, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 391/444 [01:09<00:09,  5.75it/s, loss=0.435, pair=3.434, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 391/444 [01:09<00:09,  5.75it/s, loss=0.360, pair=1.085, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 392/444 [01:09<00:08,  6.10it/s, loss=0.360, pair=1.085, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 392/444 [01:09<00:08,  6.10it/s, loss=0.410, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 393/444 [01:09<00:09,  5.65it/s, loss=0.410, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 393/444 [01:09<00:09,  5.65it/s, loss=0.372, pair=4.324, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 394/444 [01:09<00:08,  6.03it/s, loss=0.372, pair=4.324, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 394/444 [01:10<00:08,  6.03it/s, loss=0.380, pair=2.199, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 395/444 [01:10<00:08,  5.56it/s, loss=0.380, pair=2.199, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 395/444 [01:10<00:08,  5.56it/s, loss=0.336, pair=2.512, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 396/444 [01:10<00:08,  5.95it/s, loss=0.336, pair=2.512, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 396/444 [01:10<00:08,  5.95it/s, loss=0.354, pair=3.324, adv=3.412, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 397/444 [01:10<00:08,  5.70it/s, loss=0.354, pair=3.324, adv=3.412, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 397/444 [01:10<00:08,  5.70it/s, loss=0.337, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 398/444 [01:10<00:07,  6.08it/s, loss=0.337, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 398/444 [01:10<00:07,  6.08it/s, loss=0.375, pair=0.310, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 399/444 [01:10<00:07,  5.74it/s, loss=0.375, pair=0.310, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 399/444 [01:11<00:07,  5.74it/s, loss=0.335, pair=0.200, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 400/444 [01:11<00:07,  6.13it/s, loss=0.335, pair=0.200, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 400/444 [01:11<00:07,  6.13it/s, loss=0.462, pair=2.449, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 401/444 [01:11<00:07,  5.76it/s, loss=0.462, pair=2.449, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 401/444 [01:11<00:07,  5.76it/s, loss=0.347, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 402/444 [01:11<00:06,  6.12it/s, loss=0.347, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 402/444 [01:11<00:06,  6.12it/s, loss=0.358, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 403/444 [01:11<00:07,  5.57it/s, loss=0.358, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 403/444 [01:11<00:07,  5.57it/s, loss=0.339, pair=1.356, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 404/444 [01:11<00:06,  5.94it/s, loss=0.339, pair=1.356, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 404/444 [01:11<00:06,  5.94it/s, loss=0.370, pair=1.618, adv=3.393, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 405/444 [01:11<00:07,  5.54it/s, loss=0.370, pair=1.618, adv=3.393, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 405/444 [01:12<00:07,  5.54it/s, loss=0.329, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 406/444 [01:12<00:06,  5.97it/s, loss=0.329, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 406/444 [01:12<00:06,  5.97it/s, loss=0.372, pair=0.000, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 407/444 [01:12<00:06,  5.68it/s, loss=0.372, pair=0.000, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 407/444 [01:12<00:06,  5.68it/s, loss=0.334, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 408/444 [01:12<00:05,  6.07it/s, loss=0.334, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 408/444 [01:12<00:05,  6.07it/s, loss=0.452, pair=0.106, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 409/444 [01:12<00:06,  5.68it/s, loss=0.452, pair=0.106, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 409/444 [01:12<00:06,  5.68it/s, loss=0.328, pair=1.699, adv=3.400, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 410/444 [01:12<00:05,  6.07it/s, loss=0.328, pair=1.699, adv=3.400, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 410/444 [01:12<00:05,  6.07it/s, loss=0.503, pair=1.910, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 411/444 [01:12<00:05,  5.86it/s, loss=0.503, pair=1.910, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 411/444 [01:13<00:05,  5.86it/s, loss=0.338, pair=2.730, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 412/444 [01:13<00:05,  6.23it/s, loss=0.338, pair=2.730, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 412/444 [01:13<00:05,  6.23it/s, loss=0.442, pair=3.199, adv=3.391, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 413/444 [01:13<00:05,  5.77it/s, loss=0.442, pair=3.199, adv=3.391, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 413/444 [01:13<00:05,  5.77it/s, loss=0.578, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 414/444 [01:13<00:04,  6.11it/s, loss=0.578, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 414/444 [01:13<00:04,  6.11it/s, loss=0.487, pair=1.325, adv=3.402, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 415/444 [01:13<00:05,  5.77it/s, loss=0.487, pair=1.325, adv=3.402, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 415/444 [01:13<00:05,  5.77it/s, loss=0.330, pair=4.199, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 416/444 [01:13<00:04,  6.14it/s, loss=0.330, pair=4.199, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 416/444 [01:13<00:04,  6.14it/s, loss=0.424, pair=1.903, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 417/444 [01:13<00:04,  5.67it/s, loss=0.424, pair=1.903, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 417/444 [01:14<00:04,  5.67it/s, loss=0.314, pair=1.934, adv=3.402, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 418/444 [01:14<00:04,  6.07it/s, loss=0.314, pair=1.934, adv=3.402, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 418/444 [01:14<00:04,  6.07it/s, loss=0.478, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 419/444 [01:14<00:04,  5.69it/s, loss=0.478, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 419/444 [01:14<00:04,  5.69it/s, loss=0.397, pair=1.903, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 420/444 [01:14<00:03,  6.03it/s, loss=0.397, pair=1.903, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 420/444 [01:14<00:03,  6.03it/s, loss=0.420, pair=0.387, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 421/444 [01:14<00:04,  5.74it/s, loss=0.420, pair=0.387, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 421/444 [01:14<00:04,  5.74it/s, loss=0.390, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 422/444 [01:14<00:03,  6.13it/s, loss=0.390, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 422/444 [01:14<00:03,  6.13it/s, loss=0.564, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 423/444 [01:14<00:03,  5.82it/s, loss=0.564, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 423/444 [01:15<00:03,  5.82it/s, loss=0.374, pair=0.560, adv=3.369, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 424/444 [01:15<00:03,  6.17it/s, loss=0.374, pair=0.560, adv=3.369, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 424/444 [01:15<00:03,  6.17it/s, loss=0.465, pair=2.980, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 425/444 [01:15<00:03,  5.65it/s, loss=0.465, pair=2.980, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 425/444 [01:15<00:03,  5.65it/s, loss=0.328, pair=4.512, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 426/444 [01:15<00:02,  6.03it/s, loss=0.328, pair=4.512, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 426/444 [01:15<00:02,  6.03it/s, loss=0.447, pair=4.324, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 427/444 [01:15<00:02,  5.74it/s, loss=0.447, pair=4.324, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 427/444 [01:15<00:02,  5.74it/s, loss=0.336, pair=1.919, adv=3.364, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 428/444 [01:15<00:02,  6.10it/s, loss=0.336, pair=1.919, adv=3.364, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 428/444 [01:15<00:02,  6.10it/s, loss=0.403, pair=0.606, adv=3.395, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 429/444 [01:15<00:02,  5.84it/s, loss=0.403, pair=0.606, adv=3.395, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 429/444 [01:16<00:02,  5.84it/s, loss=0.367, pair=1.631, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 430/444 [01:16<00:02,  6.22it/s, loss=0.367, pair=1.631, adv=3.388, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 430/444 [01:16<00:02,  6.22it/s, loss=0.343, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 431/444 [01:16<00:02,  5.89it/s, loss=0.343, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 431/444 [01:16<00:02,  5.89it/s, loss=0.336, pair=1.231, adv=3.391, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 432/444 [01:16<00:01,  6.21it/s, loss=0.336, pair=1.231, adv=3.391, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 432/444 [01:16<00:01,  6.21it/s, loss=0.492, pair=1.216, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 433/444 [01:16<00:01,  5.78it/s, loss=0.492, pair=1.216, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 433/444 [01:16<00:01,  5.78it/s, loss=0.326, pair=6.168, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 434/444 [01:16<00:01,  6.15it/s, loss=0.326, pair=6.168, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 434/444 [01:16<00:01,  6.15it/s, loss=0.386, pair=4.074, adv=3.408, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 435/444 [01:16<00:01,  5.89it/s, loss=0.386, pair=4.074, adv=3.408, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 435/444 [01:17<00:01,  5.89it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 436/444 [01:17<00:01,  6.22it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 436/444 [01:17<00:01,  6.22it/s, loss=0.500, pair=0.947, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 437/444 [01:17<00:01,  5.83it/s, loss=0.500, pair=0.947, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 437/444 [01:17<00:01,  5.83it/s, loss=0.365, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 438/444 [01:17<00:00,  6.20it/s, loss=0.365, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 438/444 [01:17<00:00,  6.20it/s, loss=0.337, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 439/444 [01:17<00:00,  5.77it/s, loss=0.337, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 439/444 [01:17<00:00,  5.77it/s, loss=0.320, pair=2.762, adv=3.404, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 440/444 [01:17<00:00,  6.14it/s, loss=0.320, pair=2.762, adv=3.404, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 440/444 [01:17<00:00,  6.14it/s, loss=0.448, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 441/444 [01:17<00:00,  5.68it/s, loss=0.448, pair=0.000, adv=0.000, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 441/444 [01:18<00:00,  5.68it/s, loss=0.315, pair=0.231, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 442/444 [01:18<00:00,  6.06it/s, loss=0.315, pair=0.231, adv=3.392, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 442/444 [01:18<00:00,  6.06it/s, loss=0.459, pair=0.356, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 443/444 [01:18<00:00,  5.78it/s, loss=0.459, pair=0.356, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 443/444 [01:18<00:00,  5.78it/s, loss=0.333, pair=5.074, adv=3.405, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|█| 444/444 [01:18<00:00,  6.14it/s, loss=0.333, pair=5.074, adv=3.405, sprd=0.04
                                                                                                              
Epoch 002/60 [S1:deg_only]  loss=0.4631  mat=0.2068  sens=1.4455  pair=0.7562  adv=2.3098(rand=3.37)  deg=0.0358  orth=0.1063  spread=0.0497  q_mean=50.8  q_std=1.2  α=0.10 β=0.00 γ=1.00 λ_grl=0.083  lr=9.99e-05  78s

Ep 003/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 003/60 [S1:deg_only]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.372, pair=0.000, adv=0.000, sprd=0.046]
Ep 003/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:40,  2.76it/s, loss=0.372, pair=0.000, adv=0.000, sprd=0.046]
Ep 003/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:40,  2.76it/s, loss=0.324, pair=2.287, adv=3.391, sprd=0.045]
Ep 003/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:41,  4.34it/s, loss=0.324, pair=2.287, adv=3.391, sprd=0.045]
Ep 003/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:41,  4.34it/s, loss=0.434, pair=3.793, adv=3.397, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:36,  4.56it/s, loss=0.434, pair=3.793, adv=3.397, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:36,  4.56it/s, loss=0.323, pair=0.000, adv=0.000, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:22,  5.34it/s, loss=0.323, pair=0.000, adv=0.000, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 4/444 [00:01<01:22,  5.34it/s, loss=0.364, pair=0.000, adv=0.000, sprd=0.046]
Ep 003/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:24,  5.19it/s, loss=0.364, pair=0.000, adv=0.000, sprd=0.046]
Ep 003/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:24,  5.19it/s, loss=0.329, pair=1.122, adv=3.383, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:16,  5.72it/s, loss=0.329, pair=1.122, adv=3.383, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:16,  5.72it/s, loss=0.381, pair=0.000, adv=0.000, sprd=0.045]
Ep 003/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:20,  5.43it/s, loss=0.381, pair=0.000, adv=0.000, sprd=0.045]
Ep 003/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:20,  5.43it/s, loss=0.314, pair=3.012, adv=3.369, sprd=0.045]
Ep 003/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:14,  5.83it/s, loss=0.314, pair=3.012, adv=3.369, sprd=0.045]
Ep 003/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:14,  5.83it/s, loss=0.350, pair=1.825, adv=3.385, sprd=0.045]
Ep 003/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:18,  5.53it/s, loss=0.350, pair=1.825, adv=3.385, sprd=0.045]
Ep 003/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:18,  5.53it/s, loss=0.346, pair=4.324, adv=3.409, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:12,  5.96it/s, loss=0.346, pair=4.324, adv=3.409, sprd=0.046
Ep 003/60 [S1:deg_only]:   2%| | 10/444 [00:02<01:12,  5.96it/s, loss=0.379, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.75it/s, loss=0.379, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.75it/s, loss=0.316, pair=5.074, adv=3.387, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.11it/s, loss=0.316, pair=5.074, adv=3.387, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.11it/s, loss=0.481, pair=3.793, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:17,  5.59it/s, loss=0.481, pair=3.793, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:17,  5.59it/s, loss=0.328, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:11,  6.00it/s, loss=0.328, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:11,  6.00it/s, loss=0.404, pair=2.918, adv=3.395, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:18,  5.43it/s, loss=0.404, pair=2.918, adv=3.395, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:18,  5.43it/s, loss=0.303, pair=2.426, adv=3.401, sprd=0.044
Ep 003/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:12,  5.89it/s, loss=0.303, pair=2.426, adv=3.401, sprd=0.044
Ep 003/60 [S1:deg_only]:   4%| | 16/444 [00:03<01:12,  5.89it/s, loss=0.321, pair=3.283, adv=3.399, sprd=0.044
Ep 003/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:15,  5.67it/s, loss=0.321, pair=3.283, adv=3.399, sprd=0.044
Ep 003/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:15,  5.67it/s, loss=0.325, pair=1.013, adv=3.387, sprd=0.044
Ep 003/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:10,  6.05it/s, loss=0.325, pair=1.013, adv=3.387, sprd=0.044
Ep 003/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:10,  6.05it/s, loss=0.455, pair=3.012, adv=3.383, sprd=0.045
Ep 003/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:16,  5.56it/s, loss=0.455, pair=3.012, adv=3.383, sprd=0.045
Ep 003/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:16,  5.56it/s, loss=0.344, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:11,  5.97it/s, loss=0.344, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:11,  5.97it/s, loss=0.351, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:15,  5.63it/s, loss=0.351, pair=0.000, adv=0.000, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:15,  5.63it/s, loss=0.335, pair=1.106, adv=3.397, sprd=0.044
Ep 003/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:09,  6.06it/s, loss=0.335, pair=1.106, adv=3.397, sprd=0.044
Ep 003/60 [S1:deg_only]:   5%| | 22/444 [00:04<01:09,  6.06it/s, loss=0.456, pair=0.000, adv=3.376, sprd=0.044
Ep 003/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.88it/s, loss=0.456, pair=0.000, adv=3.376, sprd=0.044
Ep 003/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.88it/s, loss=0.325, pair=5.324, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=0.325, pair=5.324, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=0.386, pair=5.215, adv=3.367, sprd=0.045
Ep 003/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:13,  5.71it/s, loss=0.386, pair=5.215, adv=3.367, sprd=0.045
Ep 003/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:13,  5.71it/s, loss=0.321, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:08,  6.10it/s, loss=0.321, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:08,  6.10it/s, loss=0.344, pair=0.106, adv=3.381, sprd=0.044
Ep 003/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:14,  5.63it/s, loss=0.344, pair=0.106, adv=3.381, sprd=0.044
Ep 003/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:14,  5.63it/s, loss=0.301, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:08,  6.06it/s, loss=0.301, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   6%| | 28/444 [00:05<01:08,  6.06it/s, loss=0.389, pair=0.794, adv=3.394, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:12,  5.69it/s, loss=0.389, pair=0.794, adv=3.394, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:12,  5.69it/s, loss=0.416, pair=1.075, adv=3.372, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.09it/s, loss=0.416, pair=1.075, adv=3.372, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.09it/s, loss=0.448, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.76it/s, loss=0.448, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.76it/s, loss=0.459, pair=4.105, adv=3.412, sprd=0.043
Ep 003/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.15it/s, loss=0.459, pair=4.105, adv=3.412, sprd=0.043
Ep 003/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.15it/s, loss=0.432, pair=1.419, adv=3.391, sprd=0.044
Ep 003/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:14,  5.55it/s, loss=0.432, pair=1.419, adv=3.391, sprd=0.044
Ep 003/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:14,  5.55it/s, loss=0.320, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:08,  6.00it/s, loss=0.320, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   8%| | 34/444 [00:06<01:08,  6.00it/s, loss=0.330, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:09,  5.86it/s, loss=0.330, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:09,  5.86it/s, loss=0.308, pair=3.379, adv=3.386, sprd=0.044
Ep 003/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:05,  6.18it/s, loss=0.308, pair=3.379, adv=3.386, sprd=0.044
Ep 003/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:05,  6.18it/s, loss=0.340, pair=4.152, adv=3.396, sprd=0.043
Ep 003/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:10,  5.79it/s, loss=0.340, pair=4.152, adv=3.396, sprd=0.043
Ep 003/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:10,  5.79it/s, loss=0.306, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.16it/s, loss=0.306, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.16it/s, loss=0.306, pair=5.105, adv=3.395, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:09,  5.85it/s, loss=0.306, pair=5.105, adv=3.395, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:09,  5.85it/s, loss=0.316, pair=1.263, adv=3.372, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:04,  6.22it/s, loss=0.316, pair=1.263, adv=3.372, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 40/444 [00:07<01:04,  6.22it/s, loss=0.382, pair=3.449, adv=3.386, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:10,  5.72it/s, loss=0.382, pair=3.449, adv=3.386, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:10,  5.72it/s, loss=0.305, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.12it/s, loss=0.305, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.12it/s, loss=0.402, pair=4.152, adv=3.384, sprd=0.044
Ep 003/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.80it/s, loss=0.402, pair=4.152, adv=3.384, sprd=0.044
Ep 003/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.80it/s, loss=0.356, pair=1.325, adv=3.396, sprd=0.044
Ep 003/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.19it/s, loss=0.356, pair=1.325, adv=3.396, sprd=0.044
Ep 003/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.19it/s, loss=0.335, pair=5.043, adv=3.380, sprd=0.044
Ep 003/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:07,  5.88it/s, loss=0.335, pair=5.043, adv=3.380, sprd=0.044
Ep 003/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:07,  5.88it/s, loss=0.326, pair=3.715, adv=3.371, sprd=0.043
Ep 003/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:03,  6.24it/s, loss=0.326, pair=3.715, adv=3.371, sprd=0.043
Ep 003/60 [S1:deg_only]:  10%| | 46/444 [00:08<01:03,  6.24it/s, loss=0.309, pair=0.981, adv=3.365, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:07,  5.88it/s, loss=0.309, pair=0.981, adv=3.365, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:07,  5.88it/s, loss=0.307, pair=2.301, adv=3.396, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.22it/s, loss=0.307, pair=2.301, adv=3.396, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.22it/s, loss=0.308, pair=0.325, adv=3.375, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:07,  5.88it/s, loss=0.308, pair=0.325, adv=3.375, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:07,  5.88it/s, loss=0.292, pair=2.346, adv=3.387, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.25it/s, loss=0.292, pair=2.346, adv=3.387, sprd=0.043
Ep 003/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.25it/s, loss=0.710, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.73it/s, loss=0.710, pair=0.000, adv=0.000, sprd=0.044
Ep 003/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.73it/s, loss=0.310, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:04,  6.11it/s, loss=0.310, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 52/444 [00:09<01:04,  6.11it/s, loss=0.439, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:06,  5.87it/s, loss=0.439, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:06,  5.87it/s, loss=0.380, pair=4.199, adv=3.390, sprd=0.042
Ep 003/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.21it/s, loss=0.380, pair=4.199, adv=3.390, sprd=0.042
Ep 003/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.21it/s, loss=0.573, pair=6.012, adv=3.378, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:05,  5.90it/s, loss=0.573, pair=6.012, adv=3.378, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:05,  5.90it/s, loss=0.328, pair=4.512, adv=3.382, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:01,  6.26it/s, loss=0.328, pair=4.512, adv=3.382, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:01,  6.26it/s, loss=0.397, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:05,  5.88it/s, loss=0.397, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:05,  5.88it/s, loss=0.354, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:01,  6.26it/s, loss=0.354, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 58/444 [00:10<01:01,  6.26it/s, loss=0.345, pair=2.855, adv=3.391, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:04,  5.97it/s, loss=0.345, pair=2.855, adv=3.391, sprd=0.042
Ep 003/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:04,  5.97it/s, loss=0.345, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:00,  6.32it/s, loss=0.345, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:00,  6.32it/s, loss=0.547, pair=6.887, adv=3.404, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:06,  5.79it/s, loss=0.547, pair=6.887, adv=3.404, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:06,  5.79it/s, loss=0.323, pair=1.200, adv=3.380, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.18it/s, loss=0.323, pair=1.200, adv=3.380, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.18it/s, loss=0.367, pair=3.840, adv=3.385, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:06,  5.77it/s, loss=0.367, pair=3.840, adv=3.385, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:06,  5.77it/s, loss=0.293, pair=1.752, adv=3.390, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:01,  6.14it/s, loss=0.293, pair=1.752, adv=3.390, sprd=0.042
Ep 003/60 [S1:deg_only]:  14%|▏| 64/444 [00:11<01:01,  6.14it/s, loss=0.366, pair=2.762, adv=3.383, sprd=0.042
Ep 003/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:06,  5.66it/s, loss=0.366, pair=2.762, adv=3.383, sprd=0.042
Ep 003/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:06,  5.66it/s, loss=0.315, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:02,  6.09it/s, loss=0.315, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:02,  6.09it/s, loss=0.316, pair=3.980, adv=3.413, sprd=0.042
Ep 003/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.316, pair=3.980, adv=3.413, sprd=0.042
Ep 003/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.310, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.11it/s, loss=0.310, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.11it/s, loss=0.323, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:04,  5.79it/s, loss=0.323, pair=0.000, adv=0.000, sprd=0.043
Ep 003/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:04,  5.79it/s, loss=0.285, pair=2.033, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:00,  6.17it/s, loss=0.285, pair=2.033, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 70/444 [00:12<01:00,  6.17it/s, loss=0.308, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:04,  5.77it/s, loss=0.308, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:04,  5.77it/s, loss=0.293, pair=5.730, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:00,  6.15it/s, loss=0.293, pair=5.730, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:00,  6.15it/s, loss=0.417, pair=1.574, adv=3.368, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:04,  5.77it/s, loss=0.417, pair=1.574, adv=3.368, sprd=0.042
Ep 003/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:04,  5.77it/s, loss=0.313, pair=4.824, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<01:00,  6.12it/s, loss=0.313, pair=4.824, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<01:00,  6.12it/s, loss=0.350, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.76it/s, loss=0.350, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.76it/s, loss=0.302, pair=4.699, adv=3.381, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:59,  6.15it/s, loss=0.302, pair=4.699, adv=3.381, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 76/444 [00:13<00:59,  6.15it/s, loss=0.351, pair=2.043, adv=3.398, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:04,  5.73it/s, loss=0.351, pair=2.043, adv=3.398, sprd=0.042
Ep 003/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:04,  5.73it/s, loss=0.298, pair=5.949, adv=3.381, sprd=0.042
Ep 003/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:59,  6.11it/s, loss=0.298, pair=5.949, adv=3.381, sprd=0.042
Ep 003/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:59,  6.11it/s, loss=0.474, pair=2.137, adv=3.383, sprd=0.042
Ep 003/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.89it/s, loss=0.474, pair=2.137, adv=3.383, sprd=0.042
Ep 003/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.89it/s, loss=0.333, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.26it/s, loss=0.333, pair=0.000, adv=0.000, sprd=0.042
Ep 003/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.26it/s, loss=0.326, pair=4.762, adv=3.378, sprd=0.041
Ep 003/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:02,  5.77it/s, loss=0.326, pair=4.762, adv=3.378, sprd=0.041
Ep 003/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:02,  5.77it/s, loss=0.339, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:58,  6.18it/s, loss=0.339, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  18%|▏| 82/444 [00:14<00:58,  6.18it/s, loss=0.348, pair=5.730, adv=3.410, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:05,  5.54it/s, loss=0.348, pair=5.730, adv=3.410, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:05,  5.54it/s, loss=0.299, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<01:00,  5.96it/s, loss=0.299, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<01:00,  5.96it/s, loss=0.321, pair=1.200, adv=3.395, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:03,  5.67it/s, loss=0.321, pair=1.200, adv=3.395, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:03,  5.67it/s, loss=0.285, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:59,  6.05it/s, loss=0.285, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:59,  6.05it/s, loss=0.405, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:02,  5.68it/s, loss=0.405, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 87/444 [00:15<01:02,  5.68it/s, loss=0.276, pair=4.961, adv=3.398, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 88/444 [00:15<00:58,  6.04it/s, loss=0.276, pair=4.961, adv=3.398, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 88/444 [00:15<00:58,  6.04it/s, loss=0.319, pair=3.096, adv=3.390, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:03,  5.59it/s, loss=0.319, pair=3.096, adv=3.390, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:03,  5.59it/s, loss=0.285, pair=1.763, adv=3.395, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:58,  6.01it/s, loss=0.285, pair=1.763, adv=3.395, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:58,  6.01it/s, loss=0.333, pair=3.887, adv=3.380, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:01,  5.71it/s, loss=0.333, pair=3.887, adv=3.380, sprd=0.041
Ep 003/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:01,  5.71it/s, loss=0.301, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:57,  6.07it/s, loss=0.301, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:57,  6.07it/s, loss=0.339, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:01,  5.70it/s, loss=0.339, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  21%|▏| 93/444 [00:16<01:01,  5.70it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  21%|▏| 94/444 [00:16<00:57,  6.06it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  21%|▏| 94/444 [00:16<00:57,  6.06it/s, loss=0.599, pair=0.000, adv=0.000, sprd=0.040
Ep 003/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<01:00,  5.77it/s, loss=0.599, pair=0.000, adv=0.000, sprd=0.040
Ep 003/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<01:00,  5.77it/s, loss=0.306, pair=4.406, adv=3.394, sprd=0.040
Ep 003/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.14it/s, loss=0.306, pair=4.406, adv=3.394, sprd=0.040
Ep 003/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.14it/s, loss=0.410, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:01,  5.69it/s, loss=0.410, pair=0.000, adv=0.000, sprd=0.041
Ep 003/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:01,  5.69it/s, loss=0.293, pair=0.000, adv=0.000, sprd=0.040
Ep 003/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.07it/s, loss=0.293, pair=0.000, adv=0.000, sprd=0.040
Ep 003/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.07it/s, loss=0.291, pair=3.309, adv=3.404, sprd=0.040
Ep 003/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:00,  5.75it/s, loss=0.291, pair=3.309, adv=3.404, sprd=0.040
Ep 003/60 [S1:deg_only]:  22%|▏| 99/444 [00:17<01:00,  5.75it/s, loss=0.281, pair=8.234, adv=3.380, sprd=0.040
Ep 003/60 [S1:deg_only]:  23%|▏| 100/444 [00:17<00:55,  6.14it/s, loss=0.281, pair=8.234, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 100/444 [00:17<00:55,  6.14it/s, loss=0.280, pair=1.689, adv=3.367, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:59,  5.72it/s, loss=0.280, pair=1.689, adv=3.367, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:59,  5.72it/s, loss=0.296, pair=5.656, adv=3.407, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.12it/s, loss=0.296, pair=5.656, adv=3.407, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.12it/s, loss=0.368, pair=3.293, adv=3.406, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<01:00,  5.67it/s, loss=0.368, pair=3.293, adv=3.406, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<01:00,  5.67it/s, loss=0.285, pair=0.075, adv=3.419, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:56,  6.03it/s, loss=0.285, pair=0.075, adv=3.419, sprd=0.04
Ep 003/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:56,  6.03it/s, loss=0.315, pair=0.000, adv=0.000, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:59,  5.67it/s, loss=0.315, pair=0.000, adv=0.000, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 105/444 [00:18<00:59,  5.67it/s, loss=0.315, pair=1.794, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 106/444 [00:18<00:55,  6.08it/s, loss=0.315, pair=1.794, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 106/444 [00:18<00:55,  6.08it/s, loss=0.450, pair=0.731, adv=3.378, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<01:00,  5.58it/s, loss=0.450, pair=0.731, adv=3.378, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<01:00,  5.58it/s, loss=0.291, pair=0.000, adv=0.000, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:56,  5.98it/s, loss=0.291, pair=0.000, adv=0.000, sprd=0.04
Ep 003/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:56,  5.98it/s, loss=0.479, pair=8.859, adv=3.403, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.80it/s, loss=0.479, pair=8.859, adv=3.403, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.80it/s, loss=0.293, pair=0.000, adv=0.000, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:54,  6.17it/s, loss=0.293, pair=0.000, adv=0.000, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:54,  6.17it/s, loss=0.361, pair=0.825, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:56,  5.90it/s, loss=0.361, pair=0.825, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▎| 111/444 [00:19<00:56,  5.90it/s, loss=0.301, pair=1.950, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  25%|▎| 112/444 [00:19<00:52,  6.27it/s, loss=0.301, pair=1.950, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  25%|▎| 112/444 [00:19<00:52,  6.27it/s, loss=0.483, pair=4.324, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:55,  5.94it/s, loss=0.483, pair=4.324, adv=3.386, sprd=0.04
Ep 003/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:55,  5.94it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:52,  6.29it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:52,  6.29it/s, loss=0.370, pair=3.680, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:55,  5.97it/s, loss=0.370, pair=3.680, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:55,  5.97it/s, loss=0.281, pair=4.074, adv=3.392, sprd=0.04
Ep 003/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.29it/s, loss=0.281, pair=4.074, adv=3.392, sprd=0.04
Ep 003/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.29it/s, loss=0.406, pair=2.662, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:54,  5.99it/s, loss=0.406, pair=2.662, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  26%|▎| 117/444 [00:20<00:54,  5.99it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:51,  6.33it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:51,  6.33it/s, loss=0.306, pair=0.700, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:55,  5.86it/s, loss=0.306, pair=0.700, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:55,  5.86it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.23it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.23it/s, loss=0.410, pair=4.230, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.83it/s, loss=0.410, pair=4.230, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.83it/s, loss=0.266, pair=2.918, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=0.266, pair=2.918, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=0.519, pair=0.262, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:55,  5.77it/s, loss=0.519, pair=0.262, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 123/444 [00:21<00:55,  5.77it/s, loss=0.295, pair=2.887, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 124/444 [00:21<00:52,  6.13it/s, loss=0.295, pair=2.887, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 124/444 [00:21<00:52,  6.13it/s, loss=0.367, pair=5.762, adv=3.404, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:55,  5.78it/s, loss=0.367, pair=5.762, adv=3.404, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:55,  5.78it/s, loss=0.280, pair=5.637, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.15it/s, loss=0.280, pair=5.637, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.15it/s, loss=0.383, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:55,  5.72it/s, loss=0.383, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:55,  5.72it/s, loss=0.277, pair=3.096, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.08it/s, loss=0.277, pair=3.096, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.08it/s, loss=0.395, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:55,  5.70it/s, loss=0.395, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 129/444 [00:22<00:55,  5.70it/s, loss=0.275, pair=0.231, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 130/444 [00:22<00:51,  6.08it/s, loss=0.275, pair=0.231, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  29%|▎| 130/444 [00:22<00:51,  6.08it/s, loss=0.392, pair=4.844, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:53,  5.80it/s, loss=0.392, pair=4.844, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:53,  5.80it/s, loss=0.290, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.16it/s, loss=0.290, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.16it/s, loss=0.397, pair=8.109, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.83it/s, loss=0.397, pair=8.109, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.83it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=0.388, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:53,  5.74it/s, loss=0.388, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  30%|▎| 135/444 [00:23<00:53,  5.74it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 136/444 [00:23<00:50,  6.11it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 136/444 [00:23<00:50,  6.11it/s, loss=0.390, pair=0.825, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:53,  5.71it/s, loss=0.390, pair=0.825, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:53,  5.71it/s, loss=0.276, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:50,  6.08it/s, loss=0.276, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:50,  6.08it/s, loss=0.316, pair=3.996, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:53,  5.67it/s, loss=0.316, pair=3.996, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:53,  5.67it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:50,  6.06it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:50,  6.06it/s, loss=0.370, pair=5.246, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:51,  5.85it/s, loss=0.370, pair=5.246, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 141/444 [00:24<00:51,  5.85it/s, loss=0.272, pair=2.230, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:48,  6.19it/s, loss=0.272, pair=2.230, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:48,  6.19it/s, loss=0.308, pair=8.891, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:52,  5.70it/s, loss=0.308, pair=8.891, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:52,  5.70it/s, loss=0.256, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:49,  6.08it/s, loss=0.256, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:49,  6.08it/s, loss=0.287, pair=7.824, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.77it/s, loss=0.287, pair=7.824, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.77it/s, loss=0.261, pair=2.574, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.15it/s, loss=0.261, pair=2.574, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.15it/s, loss=0.373, pair=1.325, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.72it/s, loss=0.373, pair=1.325, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 147/444 [00:25<00:51,  5.72it/s, loss=0.260, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:48,  6.12it/s, loss=0.260, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:48,  6.12it/s, loss=0.304, pair=7.730, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:51,  5.76it/s, loss=0.304, pair=7.730, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:51,  5.76it/s, loss=0.332, pair=6.105, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.13it/s, loss=0.332, pair=6.105, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.13it/s, loss=0.316, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.83it/s, loss=0.316, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.83it/s, loss=0.292, pair=8.547, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.17it/s, loss=0.292, pair=8.547, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.17it/s, loss=0.302, pair=7.953, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.72it/s, loss=0.302, pair=7.953, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  34%|▎| 153/444 [00:26<00:50,  5.72it/s, loss=0.276, pair=5.094, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:47,  6.10it/s, loss=0.276, pair=5.094, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:47,  6.10it/s, loss=0.340, pair=3.699, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:51,  5.63it/s, loss=0.340, pair=3.699, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:51,  5.63it/s, loss=0.300, pair=1.403, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.01it/s, loss=0.300, pair=1.403, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.01it/s, loss=0.313, pair=7.531, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:50,  5.64it/s, loss=0.313, pair=7.531, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:50,  5.64it/s, loss=0.281, pair=5.637, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:47,  6.03it/s, loss=0.281, pair=5.637, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 158/444 [00:27<00:47,  6.03it/s, loss=0.337, pair=9.625, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 159/444 [00:27<00:50,  5.68it/s, loss=0.337, pair=9.625, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 159/444 [00:27<00:50,  5.68it/s, loss=0.265, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:46,  6.06it/s, loss=0.265, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:46,  6.06it/s, loss=0.341, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:49,  5.66it/s, loss=0.341, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:49,  5.66it/s, loss=0.256, pair=9.453, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:46,  6.06it/s, loss=0.256, pair=9.453, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:46,  6.06it/s, loss=0.429, pair=7.750, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:49,  5.71it/s, loss=0.429, pair=7.750, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:49,  5.71it/s, loss=0.260, pair=3.355, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.10it/s, loss=0.260, pair=3.355, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 164/444 [00:28<00:45,  6.10it/s, loss=0.405, pair=1.310, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 165/444 [00:28<00:48,  5.72it/s, loss=0.405, pair=1.310, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 165/444 [00:28<00:48,  5.72it/s, loss=0.263, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:45,  6.08it/s, loss=0.263, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:45,  6.08it/s, loss=0.283, pair=7.078, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:48,  5.65it/s, loss=0.283, pair=7.078, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:48,  5.65it/s, loss=0.276, pair=4.473, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:45,  6.05it/s, loss=0.276, pair=4.473, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:45,  6.05it/s, loss=0.265, pair=1.856, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.76it/s, loss=0.265, pair=1.856, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.76it/s, loss=0.255, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.13it/s, loss=0.255, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 170/444 [00:29<00:44,  6.13it/s, loss=0.352, pair=7.293, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 171/444 [00:29<00:47,  5.80it/s, loss=0.352, pair=7.293, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 171/444 [00:29<00:47,  5.80it/s, loss=0.283, pair=0.653, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:44,  6.16it/s, loss=0.283, pair=0.653, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:44,  6.16it/s, loss=0.280, pair=2.605, adv=3.397, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:47,  5.68it/s, loss=0.280, pair=2.605, adv=3.397, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:47,  5.68it/s, loss=0.256, pair=0.200, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.07it/s, loss=0.256, pair=0.200, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.07it/s, loss=0.272, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.78it/s, loss=0.272, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.78it/s, loss=0.257, pair=0.106, adv=3.405, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.12it/s, loss=0.257, pair=0.106, adv=3.405, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 176/444 [00:30<00:43,  6.12it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 177/444 [00:30<00:45,  5.86it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 177/444 [00:30<00:45,  5.86it/s, loss=0.275, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:42,  6.22it/s, loss=0.275, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:42,  6.22it/s, loss=0.359, pair=7.762, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:44,  5.90it/s, loss=0.359, pair=7.762, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:44,  5.90it/s, loss=0.262, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.28it/s, loss=0.262, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.28it/s, loss=0.327, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:46,  5.65it/s, loss=0.327, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:46,  5.65it/s, loss=0.259, pair=6.453, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:43,  6.05it/s, loss=0.259, pair=6.453, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 182/444 [00:31<00:43,  6.05it/s, loss=0.302, pair=9.000, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 183/444 [00:31<00:45,  5.79it/s, loss=0.302, pair=9.000, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 183/444 [00:31<00:45,  5.79it/s, loss=0.354, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:42,  6.17it/s, loss=0.354, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:42,  6.17it/s, loss=0.290, pair=2.855, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:45,  5.73it/s, loss=0.290, pair=2.855, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:45,  5.73it/s, loss=0.265, pair=10.422, adv=3.360, sprd=0.0
Ep 003/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:42,  6.11it/s, loss=0.265, pair=10.422, adv=3.360, sprd=0.0
Ep 003/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:42,  6.11it/s, loss=0.375, pair=7.922, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:45,  5.66it/s, loss=0.375, pair=7.922, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:45,  5.66it/s, loss=0.281, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:42,  6.04it/s, loss=0.281, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 188/444 [00:32<00:42,  6.04it/s, loss=0.333, pair=0.794, adv=3.396, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 189/444 [00:32<00:44,  5.78it/s, loss=0.333, pair=0.794, adv=3.396, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 189/444 [00:32<00:44,  5.78it/s, loss=0.267, pair=4.398, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 190/444 [00:32<00:41,  6.17it/s, loss=0.267, pair=4.398, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 190/444 [00:32<00:41,  6.17it/s, loss=0.440, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:43,  5.79it/s, loss=0.440, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:43,  5.79it/s, loss=0.267, pair=6.559, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:41,  6.13it/s, loss=0.267, pair=6.559, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:41,  6.13it/s, loss=0.280, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:43,  5.76it/s, loss=0.280, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:43,  5.76it/s, loss=0.263, pair=0.106, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:40,  6.12it/s, loss=0.263, pair=0.106, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 194/444 [00:33<00:40,  6.12it/s, loss=0.420, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 195/444 [00:33<00:43,  5.74it/s, loss=0.420, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 195/444 [00:33<00:43,  5.74it/s, loss=0.252, pair=7.480, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 196/444 [00:33<00:40,  6.11it/s, loss=0.252, pair=7.480, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 196/444 [00:33<00:40,  6.11it/s, loss=0.274, pair=6.418, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:42,  5.81it/s, loss=0.274, pair=6.418, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:42,  5.81it/s, loss=0.252, pair=1.169, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.18it/s, loss=0.252, pair=1.169, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.18it/s, loss=0.301, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.91it/s, loss=0.301, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.91it/s, loss=0.257, pair=10.766, adv=3.345, sprd=0.0
Ep 003/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:38,  6.26it/s, loss=0.257, pair=10.766, adv=3.345, sprd=0.0
Ep 003/60 [S1:deg_only]:  45%|▍| 200/444 [00:34<00:38,  6.26it/s, loss=0.292, pair=5.535, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 201/444 [00:34<00:42,  5.76it/s, loss=0.292, pair=5.535, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 201/444 [00:34<00:42,  5.76it/s, loss=0.254, pair=5.105, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 202/444 [00:34<00:39,  6.14it/s, loss=0.254, pair=5.105, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 202/444 [00:34<00:39,  6.14it/s, loss=0.425, pair=3.465, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:40,  5.88it/s, loss=0.425, pair=3.465, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:40,  5.88it/s, loss=0.245, pair=7.668, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.21it/s, loss=0.245, pair=7.668, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.21it/s, loss=0.347, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.80it/s, loss=0.347, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.80it/s, loss=0.264, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:38,  6.19it/s, loss=0.264, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 206/444 [00:35<00:38,  6.19it/s, loss=0.314, pair=10.141, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  47%|▍| 207/444 [00:35<00:39,  5.94it/s, loss=0.314, pair=10.141, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  47%|▍| 207/444 [00:35<00:39,  5.94it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 208/444 [00:35<00:37,  6.30it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 208/444 [00:35<00:37,  6.30it/s, loss=0.441, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:40,  5.74it/s, loss=0.441, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:40,  5.74it/s, loss=0.253, pair=5.379, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:38,  6.12it/s, loss=0.253, pair=5.379, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:38,  6.12it/s, loss=0.397, pair=6.645, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:41,  5.58it/s, loss=0.397, pair=6.645, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:41,  5.58it/s, loss=0.258, pair=9.016, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:38,  5.98it/s, loss=0.258, pair=9.016, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 212/444 [00:36<00:38,  5.98it/s, loss=0.263, pair=8.562, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 213/444 [00:36<00:39,  5.78it/s, loss=0.263, pair=8.562, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 213/444 [00:36<00:39,  5.78it/s, loss=0.252, pair=1.169, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 214/444 [00:36<00:37,  6.14it/s, loss=0.252, pair=1.169, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 214/444 [00:36<00:37,  6.14it/s, loss=0.265, pair=0.000, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:40,  5.71it/s, loss=0.265, pair=0.000, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:40,  5.71it/s, loss=0.256, pair=4.387, adv=3.392, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:37,  6.07it/s, loss=0.256, pair=4.387, adv=3.392, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:37,  6.07it/s, loss=0.573, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:39,  5.71it/s, loss=0.573, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:39,  5.71it/s, loss=0.238, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:36,  6.11it/s, loss=0.238, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 218/444 [00:37<00:36,  6.11it/s, loss=0.363, pair=7.543, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 219/444 [00:37<00:39,  5.72it/s, loss=0.363, pair=7.543, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 219/444 [00:37<00:39,  5.72it/s, loss=0.264, pair=2.980, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 220/444 [00:37<00:36,  6.09it/s, loss=0.264, pair=2.980, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 220/444 [00:37<00:36,  6.09it/s, loss=0.347, pair=4.586, adv=3.396, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:39,  5.60it/s, loss=0.347, pair=4.586, adv=3.396, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:39,  5.60it/s, loss=0.263, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:37,  6.00it/s, loss=0.263, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:37,  6.00it/s, loss=0.251, pair=0.341, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:39,  5.66it/s, loss=0.251, pair=0.341, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:39,  5.66it/s, loss=0.251, pair=5.824, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:36,  6.05it/s, loss=0.251, pair=5.824, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 224/444 [00:38<00:36,  6.05it/s, loss=0.320, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 225/444 [00:38<00:38,  5.70it/s, loss=0.320, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 225/444 [00:38<00:38,  5.70it/s, loss=0.293, pair=6.605, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 226/444 [00:38<00:35,  6.10it/s, loss=0.293, pair=6.605, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 226/444 [00:38<00:35,  6.10it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:38,  5.67it/s, loss=0.452, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:38,  5.67it/s, loss=0.255, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:35,  6.08it/s, loss=0.255, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:35,  6.08it/s, loss=0.438, pair=12.859, adv=3.392, sprd=0.0
Ep 003/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.77it/s, loss=0.438, pair=12.859, adv=3.392, sprd=0.0
Ep 003/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.77it/s, loss=0.281, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.16it/s, loss=0.281, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 230/444 [00:39<00:34,  6.16it/s, loss=0.370, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 231/444 [00:39<00:36,  5.79it/s, loss=0.370, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 231/444 [00:39<00:36,  5.79it/s, loss=0.249, pair=11.422, adv=3.371, sprd=0.0
Ep 003/60 [S1:deg_only]:  52%|▌| 232/444 [00:39<00:34,  6.15it/s, loss=0.249, pair=11.422, adv=3.371, sprd=0.0
Ep 003/60 [S1:deg_only]:  52%|▌| 232/444 [00:39<00:34,  6.15it/s, loss=0.429, pair=0.000, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:37,  5.68it/s, loss=0.429, pair=0.000, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:37,  5.68it/s, loss=0.235, pair=0.044, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:34,  6.09it/s, loss=0.235, pair=0.044, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:34,  6.09it/s, loss=0.281, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.82it/s, loss=0.281, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.82it/s, loss=0.251, pair=4.855, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.20it/s, loss=0.251, pair=4.855, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 236/444 [00:40<00:33,  6.20it/s, loss=0.284, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 237/444 [00:40<00:35,  5.90it/s, loss=0.284, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 237/444 [00:40<00:35,  5.90it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 238/444 [00:40<00:32,  6.27it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 238/444 [00:40<00:32,  6.27it/s, loss=0.385, pair=6.230, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.85it/s, loss=0.385, pair=6.230, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.85it/s, loss=0.272, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.24it/s, loss=0.272, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.24it/s, loss=0.365, pair=6.637, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:34,  5.88it/s, loss=0.365, pair=6.637, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:34,  5.88it/s, loss=0.255, pair=10.047, adv=3.398, sprd=0.0
Ep 003/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.26it/s, loss=0.255, pair=10.047, adv=3.398, sprd=0.0
Ep 003/60 [S1:deg_only]:  55%|▌| 242/444 [00:41<00:32,  6.26it/s, loss=0.343, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 243/444 [00:41<00:34,  5.79it/s, loss=0.343, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 243/444 [00:41<00:34,  5.79it/s, loss=0.268, pair=3.996, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 244/444 [00:41<00:32,  6.14it/s, loss=0.268, pair=3.996, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 244/444 [00:41<00:32,  6.14it/s, loss=0.304, pair=10.219, adv=3.389, sprd=0.0
Ep 003/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:34,  5.71it/s, loss=0.304, pair=10.219, adv=3.389, sprd=0.0
Ep 003/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:34,  5.71it/s, loss=0.248, pair=3.637, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.11it/s, loss=0.248, pair=3.637, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.11it/s, loss=0.452, pair=7.105, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:35,  5.52it/s, loss=0.452, pair=7.105, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:35,  5.52it/s, loss=0.268, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:33,  5.94it/s, loss=0.268, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 248/444 [00:42<00:33,  5.94it/s, loss=0.287, pair=4.797, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 249/444 [00:42<00:35,  5.50it/s, loss=0.287, pair=4.797, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 249/444 [00:42<00:35,  5.50it/s, loss=0.273, pair=8.141, adv=3.414, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 250/444 [00:42<00:32,  5.90it/s, loss=0.273, pair=8.141, adv=3.414, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 250/444 [00:42<00:32,  5.90it/s, loss=0.298, pair=0.169, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.70it/s, loss=0.298, pair=0.169, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.70it/s, loss=0.247, pair=11.719, adv=3.361, sprd=0.0
Ep 003/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.07it/s, loss=0.247, pair=11.719, adv=3.361, sprd=0.0
Ep 003/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.07it/s, loss=0.236, pair=12.938, adv=3.361, sprd=0.0
Ep 003/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.82it/s, loss=0.236, pair=12.938, adv=3.361, sprd=0.0
Ep 003/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.82it/s, loss=0.249, pair=12.484, adv=3.382, sprd=0.0
Ep 003/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.20it/s, loss=0.249, pair=12.484, adv=3.382, sprd=0.0
Ep 003/60 [S1:deg_only]:  57%|▌| 254/444 [00:43<00:30,  6.20it/s, loss=0.403, pair=9.406, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 255/444 [00:43<00:33,  5.71it/s, loss=0.403, pair=9.406, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 255/444 [00:43<00:33,  5.71it/s, loss=0.255, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.12it/s, loss=0.255, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.12it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:32,  5.83it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:32,  5.83it/s, loss=0.236, pair=1.888, adv=3.411, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.19it/s, loss=0.236, pair=1.888, adv=3.411, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.19it/s, loss=0.367, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.87it/s, loss=0.367, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.87it/s, loss=0.315, pair=9.766, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:29,  6.23it/s, loss=0.315, pair=9.766, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 260/444 [00:44<00:29,  6.23it/s, loss=0.365, pair=5.512, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 261/444 [00:44<00:32,  5.67it/s, loss=0.365, pair=5.512, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 261/444 [00:44<00:32,  5.67it/s, loss=0.391, pair=8.078, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:30,  6.05it/s, loss=0.391, pair=8.078, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:30,  6.05it/s, loss=0.377, pair=5.387, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.72it/s, loss=0.377, pair=5.387, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.72it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.10it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.10it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.85it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 265/444 [00:45<00:30,  5.85it/s, loss=0.241, pair=3.615, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 266/444 [00:45<00:28,  6.18it/s, loss=0.241, pair=3.615, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 266/444 [00:45<00:28,  6.18it/s, loss=0.350, pair=9.547, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 267/444 [00:45<00:30,  5.89it/s, loss=0.350, pair=9.547, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 267/444 [00:45<00:30,  5.89it/s, loss=0.233, pair=10.266, adv=3.393, sprd=0.0
Ep 003/60 [S1:deg_only]:  60%|▌| 268/444 [00:45<00:28,  6.22it/s, loss=0.233, pair=10.266, adv=3.393, sprd=0.0
Ep 003/60 [S1:deg_only]:  60%|▌| 268/444 [00:45<00:28,  6.22it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:30,  5.75it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:30,  5.75it/s, loss=0.240, pair=2.980, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:28,  6.13it/s, loss=0.240, pair=2.980, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:28,  6.13it/s, loss=0.398, pair=11.359, adv=3.360, sprd=0.0
Ep 003/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:30,  5.75it/s, loss=0.398, pair=11.359, adv=3.360, sprd=0.0
Ep 003/60 [S1:deg_only]:  61%|▌| 271/444 [00:46<00:30,  5.75it/s, loss=0.245, pair=6.875, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 272/444 [00:46<00:28,  6.11it/s, loss=0.245, pair=6.875, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 272/444 [00:46<00:28,  6.11it/s, loss=0.356, pair=6.266, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 273/444 [00:46<00:29,  5.73it/s, loss=0.356, pair=6.266, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 273/444 [00:46<00:29,  5.73it/s, loss=0.237, pair=8.547, adv=3.336, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:27,  6.11it/s, loss=0.237, pair=8.547, adv=3.336, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:27,  6.11it/s, loss=0.326, pair=6.855, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.71it/s, loss=0.326, pair=6.855, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.71it/s, loss=0.244, pair=3.332, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.12it/s, loss=0.244, pair=3.332, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.12it/s, loss=0.385, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.78it/s, loss=0.385, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 277/444 [00:47<00:28,  5.78it/s, loss=0.236, pair=4.438, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 278/444 [00:47<00:26,  6.16it/s, loss=0.236, pair=4.438, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 278/444 [00:47<00:26,  6.16it/s, loss=0.280, pair=6.047, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 279/444 [00:47<00:28,  5.84it/s, loss=0.280, pair=6.047, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 279/444 [00:47<00:28,  5.84it/s, loss=0.252, pair=0.356, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:26,  6.20it/s, loss=0.252, pair=0.356, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:26,  6.20it/s, loss=0.421, pair=10.734, adv=3.403, sprd=0.0
Ep 003/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:27,  5.84it/s, loss=0.421, pair=10.734, adv=3.403, sprd=0.0
Ep 003/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:27,  5.84it/s, loss=0.296, pair=8.172, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.21it/s, loss=0.296, pair=8.172, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.21it/s, loss=0.536, pair=4.297, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.78it/s, loss=0.536, pair=4.297, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 283/444 [00:48<00:27,  5.78it/s, loss=0.257, pair=11.031, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  64%|▋| 284/444 [00:48<00:25,  6.16it/s, loss=0.257, pair=11.031, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  64%|▋| 284/444 [00:48<00:25,  6.16it/s, loss=0.249, pair=13.234, adv=3.405, sprd=0.0
Ep 003/60 [S1:deg_only]:  64%|▋| 285/444 [00:48<00:27,  5.84it/s, loss=0.249, pair=13.234, adv=3.405, sprd=0.0
Ep 003/60 [S1:deg_only]:  64%|▋| 285/444 [00:48<00:27,  5.84it/s, loss=0.226, pair=7.043, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:25,  6.22it/s, loss=0.226, pair=7.043, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:25,  6.22it/s, loss=0.254, pair=6.949, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.80it/s, loss=0.254, pair=6.949, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.80it/s, loss=0.220, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.19it/s, loss=0.220, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.19it/s, loss=0.224, pair=9.555, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.89it/s, loss=0.224, pair=9.555, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 289/444 [00:49<00:26,  5.89it/s, loss=0.381, pair=6.965, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 290/444 [00:49<00:24,  6.26it/s, loss=0.381, pair=6.965, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 290/444 [00:49<00:24,  6.26it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 291/444 [00:49<00:26,  5.71it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 291/444 [00:49<00:26,  5.71it/s, loss=0.246, pair=4.059, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:24,  6.11it/s, loss=0.246, pair=4.059, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:24,  6.11it/s, loss=0.703, pair=6.473, adv=3.355, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.85it/s, loss=0.703, pair=6.473, adv=3.355, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.85it/s, loss=0.232, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.21it/s, loss=0.232, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.21it/s, loss=0.274, pair=14.953, adv=3.383, sprd=0.0
Ep 003/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.76it/s, loss=0.274, pair=14.953, adv=3.383, sprd=0.0
Ep 003/60 [S1:deg_only]:  66%|▋| 295/444 [00:50<00:25,  5.76it/s, loss=0.242, pair=5.812, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 296/444 [00:50<00:24,  6.15it/s, loss=0.242, pair=5.812, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 296/444 [00:50<00:24,  6.15it/s, loss=0.263, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 297/444 [00:50<00:25,  5.72it/s, loss=0.263, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 297/444 [00:50<00:25,  5.72it/s, loss=0.226, pair=10.859, adv=3.401, sprd=0.0
Ep 003/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.11it/s, loss=0.226, pair=10.859, adv=3.401, sprd=0.0
Ep 003/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.11it/s, loss=0.335, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:25,  5.60it/s, loss=0.335, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:25,  5.60it/s, loss=0.221, pair=7.688, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.01it/s, loss=0.221, pair=7.688, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.01it/s, loss=0.516, pair=5.328, adv=3.349, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:24,  5.82it/s, loss=0.516, pair=5.328, adv=3.349, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 301/444 [00:51<00:24,  5.82it/s, loss=0.227, pair=1.060, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 302/444 [00:51<00:22,  6.18it/s, loss=0.227, pair=1.060, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 302/444 [00:51<00:22,  6.18it/s, loss=0.300, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 303/444 [00:51<00:24,  5.80it/s, loss=0.300, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 303/444 [00:51<00:24,  5.80it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.20it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.20it/s, loss=0.226, pair=1.481, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:23,  5.81it/s, loss=0.226, pair=1.481, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:23,  5.81it/s, loss=0.222, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.20it/s, loss=0.222, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.20it/s, loss=0.221, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.76it/s, loss=0.221, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 307/444 [00:52<00:23,  5.76it/s, loss=0.229, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 308/444 [00:52<00:22,  6.17it/s, loss=0.229, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 308/444 [00:52<00:22,  6.17it/s, loss=0.379, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 309/444 [00:52<00:23,  5.79it/s, loss=0.379, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 309/444 [00:52<00:23,  5.79it/s, loss=0.225, pair=13.984, adv=3.379, sprd=0.0
Ep 003/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:21,  6.18it/s, loss=0.225, pair=13.984, adv=3.379, sprd=0.0
Ep 003/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:21,  6.18it/s, loss=0.296, pair=7.609, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.93it/s, loss=0.296, pair=7.609, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.93it/s, loss=0.273, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:20,  6.30it/s, loss=0.273, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:20,  6.30it/s, loss=0.305, pair=7.695, adv=3.382, sprd=0.02
Ep 003/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:21,  5.97it/s, loss=0.305, pair=7.695, adv=3.382, sprd=0.02
Ep 003/60 [S1:deg_only]:  70%|▋| 313/444 [00:53<00:21,  5.97it/s, loss=0.225, pair=0.638, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 314/444 [00:53<00:20,  6.33it/s, loss=0.225, pair=0.638, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 314/444 [00:53<00:20,  6.33it/s, loss=0.439, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 315/444 [00:53<00:22,  5.80it/s, loss=0.439, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 315/444 [00:53<00:22,  5.80it/s, loss=0.240, pair=3.480, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.16it/s, loss=0.240, pair=3.480, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.16it/s, loss=0.861, pair=0.044, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:21,  5.87it/s, loss=0.861, pair=0.044, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:21,  5.87it/s, loss=0.216, pair=13.047, adv=3.388, sprd=0.0
Ep 003/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.23it/s, loss=0.216, pair=13.047, adv=3.388, sprd=0.0
Ep 003/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.23it/s, loss=0.255, pair=1.231, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.94it/s, loss=0.255, pair=1.231, adv=3.394, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 319/444 [00:54<00:21,  5.94it/s, loss=0.293, pair=2.230, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 320/444 [00:54<00:19,  6.30it/s, loss=0.293, pair=2.230, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 320/444 [00:54<00:19,  6.30it/s, loss=0.238, pair=7.691, adv=3.409, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 321/444 [00:54<00:20,  5.95it/s, loss=0.238, pair=7.691, adv=3.409, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 321/444 [00:54<00:20,  5.95it/s, loss=0.227, pair=1.340, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 322/444 [00:54<00:19,  6.27it/s, loss=0.227, pair=1.340, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 322/444 [00:54<00:19,  6.27it/s, loss=0.276, pair=5.324, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.92it/s, loss=0.276, pair=5.324, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.92it/s, loss=0.221, pair=2.480, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.29it/s, loss=0.221, pair=2.480, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.29it/s, loss=0.258, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.86it/s, loss=0.258, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 325/444 [00:55<00:20,  5.86it/s, loss=0.278, pair=11.766, adv=3.378, sprd=0.0
Ep 003/60 [S1:deg_only]:  73%|▋| 326/444 [00:55<00:19,  6.21it/s, loss=0.278, pair=11.766, adv=3.378, sprd=0.0
Ep 003/60 [S1:deg_only]:  73%|▋| 326/444 [00:55<00:19,  6.21it/s, loss=0.338, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 327/444 [00:55<00:20,  5.74it/s, loss=0.338, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 327/444 [00:55<00:20,  5.74it/s, loss=0.210, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:18,  6.15it/s, loss=0.210, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:18,  6.15it/s, loss=0.290, pair=7.203, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.76it/s, loss=0.290, pair=7.203, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.76it/s, loss=0.213, pair=4.230, adv=3.393, sprd=0.02
Ep 003/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.15it/s, loss=0.213, pair=4.230, adv=3.393, sprd=0.02
Ep 003/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.15it/s, loss=0.280, pair=14.688, adv=3.386, sprd=0.0
Ep 003/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:20,  5.60it/s, loss=0.280, pair=14.688, adv=3.386, sprd=0.0
Ep 003/60 [S1:deg_only]:  75%|▋| 331/444 [00:56<00:20,  5.60it/s, loss=0.217, pair=14.766, adv=3.415, sprd=0.0
Ep 003/60 [S1:deg_only]:  75%|▋| 332/444 [00:56<00:18,  5.99it/s, loss=0.217, pair=14.766, adv=3.415, sprd=0.0
Ep 003/60 [S1:deg_only]:  75%|▋| 332/444 [00:56<00:18,  5.99it/s, loss=0.362, pair=10.203, adv=3.387, sprd=0.0
Ep 003/60 [S1:deg_only]:  75%|▊| 333/444 [00:56<00:20,  5.44it/s, loss=0.362, pair=10.203, adv=3.387, sprd=0.0
Ep 003/60 [S1:deg_only]:  75%|▊| 333/444 [00:56<00:20,  5.44it/s, loss=0.222, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:18,  5.90it/s, loss=0.222, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:18,  5.90it/s, loss=0.273, pair=9.062, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:19,  5.65it/s, loss=0.273, pair=9.062, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:19,  5.65it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.06it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.06it/s, loss=0.213, pair=14.328, adv=3.386, sprd=0.0
Ep 003/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:18,  5.73it/s, loss=0.213, pair=14.328, adv=3.386, sprd=0.0
Ep 003/60 [S1:deg_only]:  76%|▊| 337/444 [00:57<00:18,  5.73it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 338/444 [00:57<00:17,  6.10it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 338/444 [00:57<00:17,  6.10it/s, loss=0.235, pair=13.609, adv=3.395, sprd=0.0
Ep 003/60 [S1:deg_only]:  76%|▊| 339/444 [00:57<00:18,  5.83it/s, loss=0.235, pair=13.609, adv=3.395, sprd=0.0
Ep 003/60 [S1:deg_only]:  76%|▊| 339/444 [00:57<00:18,  5.83it/s, loss=0.218, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:16,  6.20it/s, loss=0.218, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:16,  6.20it/s, loss=0.252, pair=14.828, adv=3.394, sprd=0.0
Ep 003/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:18,  5.70it/s, loss=0.252, pair=14.828, adv=3.394, sprd=0.0
Ep 003/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:18,  5.70it/s, loss=0.208, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.09it/s, loss=0.208, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.09it/s, loss=0.251, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.74it/s, loss=0.251, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 343/444 [00:58<00:17,  5.74it/s, loss=0.221, pair=8.016, adv=3.381, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 344/444 [00:58<00:16,  6.12it/s, loss=0.221, pair=8.016, adv=3.381, sprd=0.02
Ep 003/60 [S1:deg_only]:  77%|▊| 344/444 [00:58<00:16,  6.12it/s, loss=0.256, pair=16.266, adv=3.346, sprd=0.0
Ep 003/60 [S1:deg_only]:  78%|▊| 345/444 [00:58<00:17,  5.66it/s, loss=0.256, pair=16.266, adv=3.346, sprd=0.0
Ep 003/60 [S1:deg_only]:  78%|▊| 345/444 [00:58<00:17,  5.66it/s, loss=0.209, pair=13.234, adv=3.393, sprd=0.0
Ep 003/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:16,  6.06it/s, loss=0.209, pair=13.234, adv=3.393, sprd=0.0
Ep 003/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:16,  6.06it/s, loss=0.250, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.76it/s, loss=0.250, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.76it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.14it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.14it/s, loss=0.305, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.82it/s, loss=0.305, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  79%|▊| 349/444 [00:59<00:16,  5.82it/s, loss=0.211, pair=7.949, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 350/444 [00:59<00:15,  6.16it/s, loss=0.211, pair=7.949, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 350/444 [00:59<00:15,  6.16it/s, loss=0.350, pair=9.734, adv=3.377, sprd=0.02
Ep 003/60 [S1:deg_only]:  79%|▊| 351/444 [00:59<00:15,  5.82it/s, loss=0.350, pair=9.734, adv=3.377, sprd=0.02
Ep 003/60 [S1:deg_only]:  79%|▊| 351/444 [00:59<00:15,  5.82it/s, loss=0.204, pair=10.445, adv=3.403, sprd=0.0
Ep 003/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.18it/s, loss=0.204, pair=10.445, adv=3.403, sprd=0.0
Ep 003/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.18it/s, loss=0.245, pair=10.516, adv=3.374, sprd=0.0
Ep 003/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:19,  4.57it/s, loss=0.245, pair=10.516, adv=3.374, sprd=0.0
Ep 003/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:19,  4.57it/s, loss=0.206, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:17,  5.15it/s, loss=0.206, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 354/444 [01:00<00:17,  5.15it/s, loss=0.260, pair=0.825, adv=3.393, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 355/444 [01:00<00:17,  5.14it/s, loss=0.260, pair=0.825, adv=3.393, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 355/444 [01:00<00:17,  5.14it/s, loss=0.195, pair=7.230, adv=3.377, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 356/444 [01:00<00:15,  5.64it/s, loss=0.195, pair=7.230, adv=3.377, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 356/444 [01:00<00:15,  5.64it/s, loss=0.252, pair=7.895, adv=3.399, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 357/444 [01:00<00:15,  5.45it/s, loss=0.252, pair=7.895, adv=3.399, sprd=0.02
Ep 003/60 [S1:deg_only]:  80%|▊| 357/444 [01:00<00:15,  5.45it/s, loss=0.212, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:14,  5.88it/s, loss=0.212, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:14,  5.88it/s, loss=0.379, pair=7.719, adv=3.379, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.68it/s, loss=0.379, pair=7.719, adv=3.379, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.68it/s, loss=0.212, pair=9.383, adv=3.358, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.07it/s, loss=0.212, pair=9.383, adv=3.358, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 360/444 [01:01<00:13,  6.07it/s, loss=0.487, pair=8.344, adv=3.385, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 361/444 [01:01<00:14,  5.69it/s, loss=0.487, pair=8.344, adv=3.385, sprd=0.02
Ep 003/60 [S1:deg_only]:  81%|▊| 361/444 [01:01<00:14,  5.69it/s, loss=0.212, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 362/444 [01:01<00:13,  6.08it/s, loss=0.212, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 362/444 [01:01<00:13,  6.08it/s, loss=0.317, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 363/444 [01:01<00:14,  5.73it/s, loss=0.317, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 363/444 [01:01<00:14,  5.73it/s, loss=0.228, pair=8.594, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:13,  6.12it/s, loss=0.228, pair=8.594, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:13,  6.12it/s, loss=0.212, pair=8.109, adv=3.401, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.80it/s, loss=0.212, pair=8.109, adv=3.401, sprd=0.02
Ep 003/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.80it/s, loss=0.787, pair=12.508, adv=3.372, sprd=0.0
Ep 003/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.19it/s, loss=0.787, pair=12.508, adv=3.372, sprd=0.0
Ep 003/60 [S1:deg_only]:  82%|▊| 366/444 [01:02<00:12,  6.19it/s, loss=0.318, pair=10.547, adv=3.377, sprd=0.0
Ep 003/60 [S1:deg_only]:  83%|▊| 367/444 [01:02<00:13,  5.80it/s, loss=0.318, pair=10.547, adv=3.377, sprd=0.0
Ep 003/60 [S1:deg_only]:  83%|▊| 367/444 [01:02<00:13,  5.80it/s, loss=0.207, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  83%|▊| 368/444 [01:02<00:12,  6.18it/s, loss=0.207, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  83%|▊| 368/444 [01:02<00:12,  6.18it/s, loss=0.296, pair=4.293, adv=3.383, sprd=0.02
Ep 003/60 [S1:deg_only]:  83%|▊| 369/444 [01:02<00:12,  5.80it/s, loss=0.296, pair=4.293, adv=3.383, sprd=0.02
Ep 003/60 [S1:deg_only]:  83%|▊| 369/444 [01:02<00:12,  5.80it/s, loss=0.217, pair=0.919, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:12,  6.14it/s, loss=0.217, pair=0.919, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:12,  6.14it/s, loss=0.355, pair=0.763, adv=3.370, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.73it/s, loss=0.355, pair=0.763, adv=3.370, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.73it/s, loss=0.229, pair=0.575, adv=3.387, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.10it/s, loss=0.229, pair=0.575, adv=3.387, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 372/444 [01:03<00:11,  6.10it/s, loss=0.300, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 373/444 [01:03<00:12,  5.49it/s, loss=0.300, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 373/444 [01:03<00:12,  5.49it/s, loss=0.235, pair=3.920, adv=3.387, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 374/444 [01:03<00:11,  5.90it/s, loss=0.235, pair=3.920, adv=3.387, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 374/444 [01:03<00:11,  5.90it/s, loss=0.263, pair=0.000, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 375/444 [01:03<00:12,  5.56it/s, loss=0.263, pair=0.000, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  84%|▊| 375/444 [01:03<00:12,  5.56it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:11,  5.97it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:11,  5.97it/s, loss=0.298, pair=5.418, adv=3.395, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.77it/s, loss=0.298, pair=5.418, adv=3.395, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.77it/s, loss=0.226, pair=7.617, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.13it/s, loss=0.226, pair=7.617, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 378/444 [01:04<00:10,  6.13it/s, loss=0.266, pair=2.262, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 379/444 [01:04<00:11,  5.85it/s, loss=0.266, pair=2.262, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  85%|▊| 379/444 [01:04<00:11,  5.85it/s, loss=0.205, pair=0.000, adv=3.393, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 380/444 [01:04<00:10,  6.20it/s, loss=0.205, pair=0.000, adv=3.393, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 380/444 [01:04<00:10,  6.20it/s, loss=0.332, pair=6.344, adv=3.397, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 381/444 [01:04<00:10,  5.80it/s, loss=0.332, pair=6.344, adv=3.397, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 381/444 [01:04<00:10,  5.80it/s, loss=0.214, pair=12.953, adv=3.406, sprd=0.0
Ep 003/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:10,  6.14it/s, loss=0.214, pair=12.953, adv=3.406, sprd=0.0
Ep 003/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:10,  6.14it/s, loss=0.236, pair=3.137, adv=3.412, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.82it/s, loss=0.236, pair=3.137, adv=3.412, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.82it/s, loss=0.189, pair=5.688, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.20it/s, loss=0.189, pair=5.688, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  86%|▊| 384/444 [01:05<00:09,  6.20it/s, loss=0.385, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 385/444 [01:05<00:10,  5.89it/s, loss=0.385, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 385/444 [01:05<00:10,  5.89it/s, loss=0.203, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 386/444 [01:05<00:09,  6.25it/s, loss=0.203, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 386/444 [01:05<00:09,  6.25it/s, loss=0.280, pair=8.797, adv=3.389, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 387/444 [01:05<00:09,  5.97it/s, loss=0.280, pair=8.797, adv=3.389, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 387/444 [01:05<00:09,  5.97it/s, loss=0.206, pair=8.453, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:08,  6.30it/s, loss=0.206, pair=8.453, adv=3.386, sprd=0.02
Ep 003/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:08,  6.30it/s, loss=0.249, pair=11.344, adv=3.412, sprd=0.0
Ep 003/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.93it/s, loss=0.249, pair=11.344, adv=3.412, sprd=0.0
Ep 003/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.93it/s, loss=0.242, pair=10.859, adv=3.395, sprd=0.0
Ep 003/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.28it/s, loss=0.242, pair=10.859, adv=3.395, sprd=0.0
Ep 003/60 [S1:deg_only]:  88%|▉| 390/444 [01:06<00:08,  6.28it/s, loss=0.320, pair=7.168, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  88%|▉| 391/444 [01:06<00:08,  5.96it/s, loss=0.320, pair=7.168, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  88%|▉| 391/444 [01:06<00:08,  5.96it/s, loss=0.229, pair=1.481, adv=3.382, sprd=0.02
Ep 003/60 [S1:deg_only]:  88%|▉| 392/444 [01:06<00:08,  6.30it/s, loss=0.229, pair=1.481, adv=3.382, sprd=0.02
Ep 003/60 [S1:deg_only]:  88%|▉| 392/444 [01:10<00:08,  6.30it/s, loss=0.251, pair=4.984, adv=3.365, sprd=0.02
Ep 003/60 [S1:deg_only]:  89%|▉| 393/444 [01:10<01:06,  1.30s/it, loss=0.251, pair=4.984, adv=3.365, sprd=0.02
Ep 003/60 [S1:deg_only]:  89%|▉| 393/444 [01:10<01:06,  1.30s/it, loss=0.194, pair=14.578, adv=3.385, sprd=0.0
Ep 003/60 [S1:deg_only]:  89%|▉| 394/444 [01:10<00:47,  1.05it/s, loss=0.194, pair=14.578, adv=3.385, sprd=0.0
Ep 003/60 [S1:deg_only]:  89%|▉| 394/444 [01:10<00:47,  1.05it/s, loss=0.262, pair=14.289, adv=3.395, sprd=0.0
Ep 003/60 [S1:deg_only]:  89%|▉| 395/444 [01:10<00:35,  1.39it/s, loss=0.262, pair=14.289, adv=3.395, sprd=0.0
Ep 003/60 [S1:deg_only]:  89%|▉| 395/444 [01:10<00:35,  1.39it/s, loss=0.232, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  89%|▉| 396/444 [01:10<00:26,  1.83it/s, loss=0.232, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  89%|▉| 396/444 [01:10<00:26,  1.83it/s, loss=0.202, pair=5.312, adv=3.394, sprd=0.02
Ep 003/60 [S1:deg_only]:  89%|▉| 397/444 [01:10<00:20,  2.29it/s, loss=0.202, pair=5.312, adv=3.394, sprd=0.02
Ep 003/60 [S1:deg_only]:  89%|▉| 397/444 [01:11<00:20,  2.29it/s, loss=0.210, pair=17.359, adv=3.404, sprd=0.0
Ep 003/60 [S1:deg_only]:  90%|▉| 398/444 [01:11<00:15,  2.89it/s, loss=0.210, pair=17.359, adv=3.404, sprd=0.0
Ep 003/60 [S1:deg_only]:  90%|▉| 398/444 [01:11<00:15,  2.89it/s, loss=0.364, pair=13.109, adv=3.393, sprd=0.0
Ep 003/60 [S1:deg_only]:  90%|▉| 399/444 [01:11<00:13,  3.34it/s, loss=0.364, pair=13.109, adv=3.393, sprd=0.0
Ep 003/60 [S1:deg_only]:  90%|▉| 399/444 [01:11<00:13,  3.34it/s, loss=0.206, pair=16.422, adv=3.399, sprd=0.0
Ep 003/60 [S1:deg_only]:  90%|▉| 400/444 [01:11<00:11,  4.00it/s, loss=0.206, pair=16.422, adv=3.399, sprd=0.0
Ep 003/60 [S1:deg_only]:  90%|▉| 400/444 [01:11<00:11,  4.00it/s, loss=0.532, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  90%|▉| 401/444 [01:11<00:09,  4.32it/s, loss=0.532, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  90%|▉| 401/444 [01:11<00:09,  4.32it/s, loss=0.209, pair=3.340, adv=3.382, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 402/444 [01:11<00:08,  4.93it/s, loss=0.209, pair=3.340, adv=3.382, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 402/444 [01:11<00:08,  4.93it/s, loss=0.319, pair=0.888, adv=3.409, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 403/444 [01:11<00:08,  4.92it/s, loss=0.319, pair=0.888, adv=3.409, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 403/444 [01:11<00:08,  4.92it/s, loss=0.308, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 404/444 [01:11<00:07,  5.46it/s, loss=0.308, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 404/444 [01:12<00:07,  5.46it/s, loss=0.294, pair=5.625, adv=3.410, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 405/444 [01:12<00:07,  5.36it/s, loss=0.294, pair=5.625, adv=3.410, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 405/444 [01:12<00:07,  5.36it/s, loss=0.235, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 406/444 [01:12<00:06,  5.82it/s, loss=0.235, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  91%|▉| 406/444 [01:12<00:06,  5.82it/s, loss=0.382, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  92%|▉| 407/444 [01:12<00:06,  5.64it/s, loss=0.382, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  92%|▉| 407/444 [01:12<00:06,  5.64it/s, loss=0.213, pair=7.199, adv=3.391, sprd=0.02
Ep 003/60 [S1:deg_only]:  92%|▉| 408/444 [01:12<00:05,  6.03it/s, loss=0.213, pair=7.199, adv=3.391, sprd=0.02
Ep 003/60 [S1:deg_only]:  92%|▉| 408/444 [01:12<00:05,  6.03it/s, loss=0.303, pair=6.043, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  92%|▉| 409/444 [01:12<00:06,  5.68it/s, loss=0.303, pair=6.043, adv=3.384, sprd=0.02
Ep 003/60 [S1:deg_only]:  92%|▉| 409/444 [01:12<00:06,  5.68it/s, loss=0.228, pair=12.625, adv=3.413, sprd=0.0
Ep 003/60 [S1:deg_only]:  92%|▉| 410/444 [01:12<00:05,  6.07it/s, loss=0.228, pair=12.625, adv=3.413, sprd=0.0
Ep 003/60 [S1:deg_only]:  92%|▉| 410/444 [01:13<00:05,  6.07it/s, loss=0.238, pair=0.981, adv=3.402, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 411/444 [01:13<00:05,  5.69it/s, loss=0.238, pair=0.981, adv=3.402, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 411/444 [01:13<00:05,  5.69it/s, loss=0.211, pair=11.234, adv=3.376, sprd=0.0
Ep 003/60 [S1:deg_only]:  93%|▉| 412/444 [01:13<00:05,  6.08it/s, loss=0.211, pair=11.234, adv=3.376, sprd=0.0
Ep 003/60 [S1:deg_only]:  93%|▉| 412/444 [01:13<00:05,  6.08it/s, loss=0.256, pair=3.027, adv=3.383, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 413/444 [01:13<00:05,  5.67it/s, loss=0.256, pair=3.027, adv=3.383, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 413/444 [01:13<00:05,  5.67it/s, loss=0.252, pair=5.871, adv=3.398, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 414/444 [01:13<00:04,  6.08it/s, loss=0.252, pair=5.871, adv=3.398, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 414/444 [01:13<00:04,  6.08it/s, loss=0.236, pair=3.699, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 415/444 [01:13<00:04,  5.93it/s, loss=0.236, pair=3.699, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  93%|▉| 415/444 [01:13<00:04,  5.93it/s, loss=0.203, pair=14.391, adv=3.404, sprd=0.0
Ep 003/60 [S1:deg_only]:  94%|▉| 416/444 [01:13<00:04,  6.26it/s, loss=0.203, pair=14.391, adv=3.404, sprd=0.0
Ep 003/60 [S1:deg_only]:  94%|▉| 416/444 [01:14<00:04,  6.26it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  94%|▉| 417/444 [01:14<00:04,  5.88it/s, loss=0.294, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  94%|▉| 417/444 [01:14<00:04,  5.88it/s, loss=0.219, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  94%|▉| 418/444 [01:14<00:04,  6.27it/s, loss=0.219, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  94%|▉| 418/444 [01:14<00:04,  6.27it/s, loss=0.335, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  94%|▉| 419/444 [01:14<00:04,  5.90it/s, loss=0.335, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  94%|▉| 419/444 [01:14<00:04,  5.90it/s, loss=0.209, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 420/444 [01:14<00:03,  6.28it/s, loss=0.209, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 420/444 [01:14<00:03,  6.28it/s, loss=0.270, pair=16.047, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  95%|▉| 421/444 [01:14<00:03,  6.00it/s, loss=0.270, pair=16.047, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  95%|▉| 421/444 [01:14<00:03,  6.00it/s, loss=0.240, pair=9.219, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 422/444 [01:14<00:03,  6.34it/s, loss=0.240, pair=9.219, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 422/444 [01:15<00:03,  6.34it/s, loss=0.366, pair=1.403, adv=3.398, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 423/444 [01:15<00:03,  6.04it/s, loss=0.366, pair=1.403, adv=3.398, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 423/444 [01:15<00:03,  6.04it/s, loss=0.206, pair=5.516, adv=3.409, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 424/444 [01:15<00:03,  6.39it/s, loss=0.206, pair=5.516, adv=3.409, sprd=0.02
Ep 003/60 [S1:deg_only]:  95%|▉| 424/444 [01:15<00:03,  6.39it/s, loss=0.276, pair=9.750, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 425/444 [01:15<00:03,  6.07it/s, loss=0.276, pair=9.750, adv=3.392, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 425/444 [01:15<00:03,  6.07it/s, loss=0.193, pair=8.625, adv=3.390, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 426/444 [01:15<00:02,  6.41it/s, loss=0.193, pair=8.625, adv=3.390, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 426/444 [01:15<00:02,  6.41it/s, loss=0.316, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 427/444 [01:15<00:02,  5.92it/s, loss=0.316, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 427/444 [01:15<00:02,  5.92it/s, loss=0.212, pair=1.325, adv=3.383, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 428/444 [01:15<00:02,  6.28it/s, loss=0.212, pair=1.325, adv=3.383, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 428/444 [01:16<00:02,  6.28it/s, loss=0.461, pair=0.763, adv=3.363, sprd=0.02
Ep 003/60 [S1:deg_only]:  97%|▉| 429/444 [01:16<00:02,  5.78it/s, loss=0.461, pair=0.763, adv=3.363, sprd=0.02
Ep 003/60 [S1:deg_only]:  97%|▉| 429/444 [01:16<00:02,  5.78it/s, loss=0.221, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  97%|▉| 430/444 [01:16<00:02,  6.17it/s, loss=0.221, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  97%|▉| 430/444 [01:16<00:02,  6.17it/s, loss=0.288, pair=9.422, adv=3.388, sprd=0.02
Ep 003/60 [S1:deg_only]:  97%|▉| 431/444 [01:16<00:02,  5.91it/s, loss=0.288, pair=9.422, adv=3.388, sprd=0.02
Ep 003/60 [S1:deg_only]:  97%|▉| 431/444 [01:16<00:02,  5.91it/s, loss=0.210, pair=10.547, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  97%|▉| 432/444 [01:16<00:01,  6.27it/s, loss=0.210, pair=10.547, adv=3.391, sprd=0.0
Ep 003/60 [S1:deg_only]:  97%|▉| 432/444 [01:16<00:01,  6.27it/s, loss=0.278, pair=17.547, adv=3.363, sprd=0.0
Ep 003/60 [S1:deg_only]:  98%|▉| 433/444 [01:16<00:01,  5.94it/s, loss=0.278, pair=17.547, adv=3.363, sprd=0.0
Ep 003/60 [S1:deg_only]:  98%|▉| 433/444 [01:16<00:01,  5.94it/s, loss=0.191, pair=2.746, adv=3.410, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 434/444 [01:16<00:01,  6.30it/s, loss=0.191, pair=2.746, adv=3.410, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 434/444 [01:17<00:01,  6.30it/s, loss=0.302, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 435/444 [01:17<00:01,  5.97it/s, loss=0.302, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 435/444 [01:17<00:01,  5.97it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 436/444 [01:17<00:01,  6.32it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 436/444 [01:17<00:01,  6.32it/s, loss=0.286, pair=0.638, adv=3.401, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 437/444 [01:17<00:01,  5.84it/s, loss=0.286, pair=0.638, adv=3.401, sprd=0.02
Ep 003/60 [S1:deg_only]:  98%|▉| 437/444 [01:17<00:01,  5.84it/s, loss=0.189, pair=3.170, adv=3.394, sprd=0.02
Ep 003/60 [S1:deg_only]:  99%|▉| 438/444 [01:17<00:00,  6.22it/s, loss=0.189, pair=3.170, adv=3.394, sprd=0.02
Ep 003/60 [S1:deg_only]:  99%|▉| 438/444 [01:17<00:00,  6.22it/s, loss=0.222, pair=14.453, adv=3.416, sprd=0.0
Ep 003/60 [S1:deg_only]:  99%|▉| 439/444 [01:17<00:00,  5.68it/s, loss=0.222, pair=14.453, adv=3.416, sprd=0.0
Ep 003/60 [S1:deg_only]:  99%|▉| 439/444 [01:17<00:00,  5.68it/s, loss=0.188, pair=16.859, adv=3.368, sprd=0.0
Ep 003/60 [S1:deg_only]:  99%|▉| 440/444 [01:17<00:00,  6.09it/s, loss=0.188, pair=16.859, adv=3.368, sprd=0.0
Ep 003/60 [S1:deg_only]:  99%|▉| 440/444 [01:18<00:00,  6.09it/s, loss=0.216, pair=0.262, adv=3.398, sprd=0.02
Ep 003/60 [S1:deg_only]:  99%|▉| 441/444 [01:18<00:00,  5.71it/s, loss=0.216, pair=0.262, adv=3.398, sprd=0.02
Ep 003/60 [S1:deg_only]:  99%|▉| 441/444 [01:18<00:00,  5.71it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]: 100%|▉| 442/444 [01:18<00:00,  6.13it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.02
Ep 003/60 [S1:deg_only]: 100%|▉| 442/444 [01:18<00:00,  6.13it/s, loss=0.485, pair=10.695, adv=3.413, sprd=0.0
Ep 003/60 [S1:deg_only]: 100%|▉| 443/444 [01:18<00:00,  5.90it/s, loss=0.485, pair=10.695, adv=3.413, sprd=0.0
Ep 003/60 [S1:deg_only]: 100%|▉| 443/444 [01:18<00:00,  5.90it/s, loss=0.194, pair=9.797, adv=3.412, sprd=0.02
Ep 003/60 [S1:deg_only]: 100%|█| 444/444 [01:18<00:00,  6.27it/s, loss=0.194, pair=9.797, adv=3.412, sprd=0.02
                                                                                                              
Epoch 003/60 [S1:deg_only]  loss=0.3063  mat=0.2139  sens=4.5939  pair=3.9069  adv=2.3027(rand=3.37)  deg=0.0392  orth=0.0363  spread=0.0349  q_mean=50.7  q_std=5.3  α=0.10 β=0.00 γ=1.00 λ_grl=0.165  lr=9.97e-05  79s

Ep 004/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 004/60 [S1:deg_only]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.253, pair=0.000, adv=0.000, sprd=0.026]
Ep 004/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:43,  2.70it/s, loss=0.253, pair=0.000, adv=0.000, sprd=0.026]
Ep 004/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:43,  2.70it/s, loss=0.206, pair=7.035, adv=3.387, sprd=0.025]
Ep 004/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:42,  4.29it/s, loss=0.206, pair=7.035, adv=3.387, sprd=0.025]
Ep 004/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:42,  4.29it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.026]
Ep 004/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:34,  4.69it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.026]
Ep 004/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:34,  4.69it/s, loss=0.202, pair=5.074, adv=3.411, sprd=0.026]
Ep 004/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:20,  5.44it/s, loss=0.202, pair=5.074, adv=3.411, sprd=0.026]
Ep 004/60 [S1:deg_only]:   1%| | 4/444 [00:01<01:20,  5.44it/s, loss=0.246, pair=0.000, adv=0.000, sprd=0.026]
Ep 004/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:21,  5.39it/s, loss=0.246, pair=0.000, adv=0.000, sprd=0.026]
Ep 004/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:21,  5.39it/s, loss=0.180, pair=20.266, adv=3.373, sprd=0.025
Ep 004/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:14,  5.91it/s, loss=0.180, pair=20.266, adv=3.373, sprd=0.025
Ep 004/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:14,  5.91it/s, loss=0.492, pair=0.000, adv=0.000, sprd=0.027]
Ep 004/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.64it/s, loss=0.492, pair=0.000, adv=0.000, sprd=0.027]
Ep 004/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.64it/s, loss=0.193, pair=11.414, adv=3.376, sprd=0.026
Ep 004/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:11,  6.08it/s, loss=0.193, pair=11.414, adv=3.376, sprd=0.026
Ep 004/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:11,  6.08it/s, loss=0.282, pair=7.516, adv=3.382, sprd=0.026]
Ep 004/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.68it/s, loss=0.282, pair=7.516, adv=3.382, sprd=0.026]
Ep 004/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.68it/s, loss=0.190, pair=6.617, adv=3.394, sprd=0.026]
Ep 004/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:11,  6.08it/s, loss=0.190, pair=6.617, adv=3.394, sprd=0.026
Ep 004/60 [S1:deg_only]:   2%| | 10/444 [00:02<01:11,  6.08it/s, loss=0.281, pair=11.172, adv=3.418, sprd=0.02
Ep 004/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.76it/s, loss=0.281, pair=11.172, adv=3.418, sprd=0.02
Ep 004/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.76it/s, loss=0.180, pair=1.606, adv=3.410, sprd=0.024
Ep 004/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=0.180, pair=1.606, adv=3.410, sprd=0.024
Ep 004/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=0.200, pair=2.980, adv=3.418, sprd=0.025
Ep 004/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:14,  5.75it/s, loss=0.200, pair=2.980, adv=3.418, sprd=0.025
Ep 004/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:14,  5.75it/s, loss=0.185, pair=9.688, adv=3.376, sprd=0.026
Ep 004/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:10,  6.11it/s, loss=0.185, pair=9.688, adv=3.376, sprd=0.026
Ep 004/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:10,  6.11it/s, loss=0.311, pair=8.109, adv=3.401, sprd=0.025
Ep 004/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:13,  5.84it/s, loss=0.311, pair=8.109, adv=3.401, sprd=0.025
Ep 004/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:13,  5.84it/s, loss=0.200, pair=0.372, adv=3.404, sprd=0.026
Ep 004/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:09,  6.19it/s, loss=0.200, pair=0.372, adv=3.404, sprd=0.026
Ep 004/60 [S1:deg_only]:   4%| | 16/444 [00:03<01:09,  6.19it/s, loss=0.215, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:13,  5.78it/s, loss=0.215, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:13,  5.78it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.17it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.17it/s, loss=0.296, pair=0.000, adv=0.000, sprd=0.026
Ep 004/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.79it/s, loss=0.296, pair=0.000, adv=0.000, sprd=0.026
Ep 004/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.79it/s, loss=0.188, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.19it/s, loss=0.188, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.19it/s, loss=0.202, pair=3.949, adv=3.406, sprd=0.024
Ep 004/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.84it/s, loss=0.202, pair=3.949, adv=3.406, sprd=0.024
Ep 004/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.84it/s, loss=0.221, pair=0.000, adv=0.000, sprd=0.026
Ep 004/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:07,  6.23it/s, loss=0.221, pair=0.000, adv=0.000, sprd=0.026
Ep 004/60 [S1:deg_only]:   5%| | 22/444 [00:04<01:07,  6.23it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.86it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.86it/s, loss=0.190, pair=8.766, adv=3.417, sprd=0.025
Ep 004/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=0.190, pair=8.766, adv=3.417, sprd=0.025
Ep 004/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=0.211, pair=9.930, adv=3.390, sprd=0.026
Ep 004/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:12,  5.81it/s, loss=0.211, pair=9.930, adv=3.390, sprd=0.026
Ep 004/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:12,  5.81it/s, loss=0.183, pair=18.328, adv=3.392, sprd=0.02
Ep 004/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.18it/s, loss=0.183, pair=18.328, adv=3.392, sprd=0.02
Ep 004/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.18it/s, loss=0.238, pair=17.578, adv=3.384, sprd=0.02
Ep 004/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:11,  5.83it/s, loss=0.238, pair=17.578, adv=3.384, sprd=0.02
Ep 004/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:11,  5.83it/s, loss=0.183, pair=2.277, adv=3.379, sprd=0.025
Ep 004/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:07,  6.19it/s, loss=0.183, pair=2.277, adv=3.379, sprd=0.025
Ep 004/60 [S1:deg_only]:   6%| | 28/444 [00:05<01:07,  6.19it/s, loss=0.184, pair=11.203, adv=3.412, sprd=0.02
Ep 004/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.82it/s, loss=0.184, pair=11.203, adv=3.412, sprd=0.02
Ep 004/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.82it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:06,  6.18it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:06,  6.18it/s, loss=0.232, pair=10.750, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.75it/s, loss=0.232, pair=10.750, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.75it/s, loss=0.207, pair=3.543, adv=3.412, sprd=0.025
Ep 004/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.13it/s, loss=0.207, pair=3.543, adv=3.412, sprd=0.025
Ep 004/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.13it/s, loss=0.263, pair=1.044, adv=3.382, sprd=0.024
Ep 004/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:11,  5.74it/s, loss=0.263, pair=1.044, adv=3.382, sprd=0.024
Ep 004/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:11,  5.74it/s, loss=0.184, pair=1.777, adv=3.376, sprd=0.024
Ep 004/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:06,  6.14it/s, loss=0.184, pair=1.777, adv=3.376, sprd=0.024
Ep 004/60 [S1:deg_only]:   8%| | 34/444 [00:06<01:06,  6.14it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:09,  5.87it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:09,  5.87it/s, loss=0.177, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:05,  6.25it/s, loss=0.177, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:05,  6.25it/s, loss=0.212, pair=0.247, adv=3.373, sprd=0.024
Ep 004/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:10,  5.74it/s, loss=0.212, pair=0.247, adv=3.373, sprd=0.024
Ep 004/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:10,  5.74it/s, loss=0.187, pair=16.125, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:06,  6.14it/s, loss=0.187, pair=16.125, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:06,  6.14it/s, loss=0.322, pair=11.484, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:10,  5.71it/s, loss=0.322, pair=11.484, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:10,  5.71it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:06,  6.10it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:   9%| | 40/444 [00:07<01:06,  6.10it/s, loss=0.325, pair=14.141, adv=3.398, sprd=0.02
Ep 004/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:11,  5.66it/s, loss=0.325, pair=14.141, adv=3.398, sprd=0.02
Ep 004/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:11,  5.66it/s, loss=0.206, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:06,  6.07it/s, loss=0.206, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:06,  6.07it/s, loss=0.490, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:10,  5.69it/s, loss=0.490, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:10,  5.69it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.08it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.08it/s, loss=0.330, pair=18.578, adv=3.400, sprd=0.02
Ep 004/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:09,  5.78it/s, loss=0.330, pair=18.578, adv=3.400, sprd=0.02
Ep 004/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:09,  5.78it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.16it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  10%| | 46/444 [00:08<01:04,  6.16it/s, loss=0.194, pair=2.465, adv=3.417, sprd=0.022
Ep 004/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:08,  5.76it/s, loss=0.194, pair=2.465, adv=3.417, sprd=0.022
Ep 004/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:08,  5.76it/s, loss=0.204, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.14it/s, loss=0.204, pair=0.000, adv=0.000, sprd=0.025
Ep 004/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.14it/s, loss=0.276, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.76it/s, loss=0.276, pair=0.000, adv=0.000, sprd=0.024
Ep 004/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.76it/s, loss=0.195, pair=8.969, adv=3.410, sprd=0.023
Ep 004/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:04,  6.11it/s, loss=0.195, pair=8.969, adv=3.410, sprd=0.023
Ep 004/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:04,  6.11it/s, loss=0.222, pair=5.336, adv=3.393, sprd=0.024
Ep 004/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:09,  5.69it/s, loss=0.222, pair=5.336, adv=3.393, sprd=0.024
Ep 004/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:09,  5.69it/s, loss=0.184, pair=10.125, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:04,  6.09it/s, loss=0.184, pair=10.125, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  12%| | 52/444 [00:09<01:04,  6.09it/s, loss=0.215, pair=18.953, adv=3.429, sprd=0.02
Ep 004/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:09,  5.59it/s, loss=0.215, pair=18.953, adv=3.429, sprd=0.02
Ep 004/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:09,  5.59it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:04,  6.02it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:04,  6.02it/s, loss=0.366, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:07,  5.75it/s, loss=0.366, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:07,  5.75it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.12it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.12it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:08,  5.64it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:08,  5.64it/s, loss=0.177, pair=15.594, adv=3.380, sprd=0.02
Ep 004/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:04,  6.03it/s, loss=0.177, pair=15.594, adv=3.380, sprd=0.02
Ep 004/60 [S1:deg_only]:  13%|▏| 58/444 [00:10<01:04,  6.03it/s, loss=0.180, pair=9.859, adv=3.424, sprd=0.022
Ep 004/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:07,  5.72it/s, loss=0.180, pair=9.859, adv=3.424, sprd=0.022
Ep 004/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:07,  5.72it/s, loss=0.189, pair=13.953, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:02,  6.10it/s, loss=0.189, pair=13.953, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:02,  6.10it/s, loss=0.214, pair=19.328, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:07,  5.64it/s, loss=0.214, pair=19.328, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:07,  5.64it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:03,  6.05it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.023
Ep 004/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:03,  6.05it/s, loss=0.219, pair=25.641, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:07,  5.61it/s, loss=0.219, pair=25.641, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:07,  5.61it/s, loss=0.176, pair=10.672, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:03,  6.01it/s, loss=0.176, pair=10.672, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  14%|▏| 64/444 [00:11<01:03,  6.01it/s, loss=0.207, pair=0.325, adv=3.388, sprd=0.023
Ep 004/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:05,  5.76it/s, loss=0.207, pair=0.325, adv=3.388, sprd=0.023
Ep 004/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:05,  5.76it/s, loss=0.188, pair=5.953, adv=3.383, sprd=0.022
Ep 004/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.15it/s, loss=0.188, pair=5.953, adv=3.383, sprd=0.022
Ep 004/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.15it/s, loss=0.204, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.85it/s, loss=0.204, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.85it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.23it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.23it/s, loss=0.347, pair=20.609, adv=3.403, sprd=0.02
Ep 004/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:05,  5.75it/s, loss=0.347, pair=20.609, adv=3.403, sprd=0.02
Ep 004/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:05,  5.75it/s, loss=0.164, pair=6.359, adv=3.428, sprd=0.022
Ep 004/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:01,  6.12it/s, loss=0.164, pair=6.359, adv=3.428, sprd=0.022
Ep 004/60 [S1:deg_only]:  16%|▏| 70/444 [00:12<01:01,  6.12it/s, loss=0.171, pair=13.812, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:03,  5.85it/s, loss=0.171, pair=13.812, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:03,  5.85it/s, loss=0.166, pair=0.419, adv=3.399, sprd=0.023
Ep 004/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.23it/s, loss=0.166, pair=0.419, adv=3.399, sprd=0.023
Ep 004/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.23it/s, loss=0.185, pair=9.781, adv=3.402, sprd=0.023
Ep 004/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:02,  5.97it/s, loss=0.185, pair=9.781, adv=3.402, sprd=0.023
Ep 004/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:02,  5.97it/s, loss=0.179, pair=11.859, adv=3.402, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:58,  6.31it/s, loss=0.179, pair=11.859, adv=3.402, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:58,  6.31it/s, loss=0.200, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:02,  5.88it/s, loss=0.200, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:02,  5.88it/s, loss=0.165, pair=10.484, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:58,  6.25it/s, loss=0.165, pair=10.484, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 76/444 [00:13<00:58,  6.25it/s, loss=0.280, pair=6.578, adv=3.380, sprd=0.022
Ep 004/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.84it/s, loss=0.280, pair=6.578, adv=3.380, sprd=0.022
Ep 004/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.84it/s, loss=0.165, pair=19.609, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.22it/s, loss=0.165, pair=19.609, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.22it/s, loss=0.165, pair=17.422, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:02,  5.87it/s, loss=0.165, pair=17.422, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:02,  5.87it/s, loss=0.171, pair=10.234, adv=3.428, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.22it/s, loss=0.171, pair=10.234, adv=3.428, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.22it/s, loss=0.212, pair=16.141, adv=3.392, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:00,  5.98it/s, loss=0.212, pair=16.141, adv=3.392, sprd=0.02
Ep 004/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:00,  5.98it/s, loss=0.179, pair=5.078, adv=3.388, sprd=0.022
Ep 004/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.31it/s, loss=0.179, pair=5.078, adv=3.388, sprd=0.022
Ep 004/60 [S1:deg_only]:  18%|▏| 82/444 [00:14<00:57,  6.31it/s, loss=0.165, pair=13.125, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:01,  5.84it/s, loss=0.165, pair=13.125, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:01,  5.84it/s, loss=0.182, pair=11.609, adv=3.408, sprd=0.02
Ep 004/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.22it/s, loss=0.182, pair=11.609, adv=3.408, sprd=0.02
Ep 004/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.22it/s, loss=0.236, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:00,  5.96it/s, loss=0.236, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:00,  5.96it/s, loss=0.171, pair=5.977, adv=3.410, sprd=0.020
Ep 004/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:56,  6.31it/s, loss=0.171, pair=5.977, adv=3.410, sprd=0.020
Ep 004/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:56,  6.31it/s, loss=0.193, pair=22.203, adv=3.397, sprd=0.02
Ep 004/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=0.193, pair=22.203, adv=3.397, sprd=0.02
Ep 004/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=0.200, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:56,  6.27it/s, loss=0.200, pair=0.000, adv=0.000, sprd=0.022
Ep 004/60 [S1:deg_only]:  20%|▏| 88/444 [00:15<00:56,  6.27it/s, loss=0.214, pair=12.547, adv=3.425, sprd=0.02
Ep 004/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<00:59,  5.99it/s, loss=0.214, pair=12.547, adv=3.425, sprd=0.02
Ep 004/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<00:59,  5.99it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:55,  6.33it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:55,  6.33it/s, loss=0.306, pair=5.988, adv=3.373, sprd=0.021
Ep 004/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<00:58,  6.01it/s, loss=0.306, pair=5.988, adv=3.373, sprd=0.021
Ep 004/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<00:58,  6.01it/s, loss=0.157, pair=22.078, adv=3.381, sprd=0.02
Ep 004/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:55,  6.33it/s, loss=0.157, pair=22.078, adv=3.381, sprd=0.02
Ep 004/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:55,  6.33it/s, loss=0.306, pair=14.070, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:58,  6.00it/s, loss=0.306, pair=14.070, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:58,  6.00it/s, loss=0.203, pair=8.141, adv=3.396, sprd=0.022
Ep 004/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:55,  6.34it/s, loss=0.203, pair=8.141, adv=3.396, sprd=0.022
Ep 004/60 [S1:deg_only]:  21%|▏| 94/444 [00:16<00:55,  6.34it/s, loss=0.193, pair=16.719, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:57,  6.04it/s, loss=0.193, pair=16.719, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:57,  6.04it/s, loss=0.195, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:54,  6.37it/s, loss=0.195, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:54,  6.37it/s, loss=0.165, pair=14.453, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:58,  5.95it/s, loss=0.165, pair=14.453, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:58,  5.95it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:54,  6.31it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:54,  6.31it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:57,  6.05it/s, loss=0.277, pair=0.000, adv=0.000, sprd=0.021
Ep 004/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:57,  6.05it/s, loss=0.191, pair=1.544, adv=3.423, sprd=0.023
Ep 004/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:53,  6.38it/s, loss=0.191, pair=1.544, adv=3.423, sprd=0.02
Ep 004/60 [S1:deg_only]:  23%|▏| 100/444 [00:17<00:53,  6.38it/s, loss=0.526, pair=6.449, adv=3.434, sprd=0.02
Ep 004/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=0.526, pair=6.449, adv=3.434, sprd=0.02
Ep 004/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:54,  6.27it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:54,  6.27it/s, loss=0.209, pair=5.105, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.75it/s, loss=0.209, pair=5.105, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.75it/s, loss=0.196, pair=21.828, adv=3.425, sprd=0.0
Ep 004/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.14it/s, loss=0.196, pair=21.828, adv=3.425, sprd=0.0
Ep 004/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.14it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.83it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.83it/s, loss=0.279, pair=11.281, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.21it/s, loss=0.279, pair=11.281, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  24%|▏| 106/444 [00:18<00:54,  6.21it/s, loss=0.197, pair=9.656, adv=3.408, sprd=0.02
Ep 004/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:58,  5.75it/s, loss=0.197, pair=9.656, adv=3.408, sprd=0.02
Ep 004/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:58,  5.75it/s, loss=0.192, pair=5.074, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:54,  6.13it/s, loss=0.192, pair=5.074, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:54,  6.13it/s, loss=0.161, pair=21.953, adv=3.418, sprd=0.0
Ep 004/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.86it/s, loss=0.161, pair=21.953, adv=3.418, sprd=0.0
Ep 004/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.86it/s, loss=0.176, pair=11.797, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.23it/s, loss=0.176, pair=11.797, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.23it/s, loss=0.276, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:57,  5.83it/s, loss=0.276, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:57,  5.83it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:53,  6.21it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▎| 112/444 [00:19<00:53,  6.21it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.81it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.81it/s, loss=0.163, pair=2.012, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.18it/s, loss=0.163, pair=2.012, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.18it/s, loss=0.299, pair=18.547, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:57,  5.71it/s, loss=0.299, pair=18.547, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:57,  5.71it/s, loss=0.147, pair=17.266, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:53,  6.09it/s, loss=0.147, pair=17.266, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:53,  6.09it/s, loss=0.303, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:55,  5.85it/s, loss=0.303, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:55,  5.85it/s, loss=0.157, pair=12.250, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:52,  6.23it/s, loss=0.157, pair=12.250, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:52,  6.23it/s, loss=0.371, pair=10.594, adv=3.421, sprd=0.0
Ep 004/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:54,  5.93it/s, loss=0.371, pair=10.594, adv=3.421, sprd=0.0
Ep 004/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:54,  5.93it/s, loss=0.165, pair=13.211, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:51,  6.28it/s, loss=0.165, pair=13.211, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:51,  6.28it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.86it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.86it/s, loss=0.160, pair=1.615, adv=3.398, sprd=0.02
Ep 004/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.23it/s, loss=0.160, pair=1.615, adv=3.398, sprd=0.02
Ep 004/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.23it/s, loss=0.193, pair=0.044, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:55,  5.80it/s, loss=0.193, pair=0.044, adv=3.407, sprd=0.02
Ep 004/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:55,  5.80it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:51,  6.19it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  28%|▎| 124/444 [00:21<00:51,  6.19it/s, loss=0.300, pair=21.547, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:56,  5.67it/s, loss=0.300, pair=21.547, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:56,  5.67it/s, loss=0.159, pair=21.234, adv=3.418, sprd=0.0
Ep 004/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:52,  6.09it/s, loss=0.159, pair=21.234, adv=3.418, sprd=0.0
Ep 004/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:52,  6.09it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:55,  5.76it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:55,  5.76it/s, loss=0.158, pair=5.961, adv=3.402, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.14it/s, loss=0.158, pair=5.961, adv=3.402, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.14it/s, loss=0.210, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:53,  5.93it/s, loss=0.210, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:53,  5.93it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:49,  6.29it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  29%|▎| 130/444 [00:22<00:49,  6.29it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:53,  5.81it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:53,  5.81it/s, loss=0.165, pair=10.172, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.19it/s, loss=0.165, pair=10.172, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.19it/s, loss=0.203, pair=20.641, adv=3.419, sprd=0.0
Ep 004/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:54,  5.73it/s, loss=0.203, pair=20.641, adv=3.419, sprd=0.0
Ep 004/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:54,  5.73it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.14it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.14it/s, loss=0.501, pair=10.828, adv=3.413, sprd=0.0
Ep 004/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:54,  5.71it/s, loss=0.501, pair=10.828, adv=3.413, sprd=0.0
Ep 004/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:54,  5.71it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:50,  6.13it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 136/444 [00:23<00:50,  6.13it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:51,  5.94it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:51,  5.94it/s, loss=0.154, pair=11.891, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.27it/s, loss=0.154, pair=11.891, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.27it/s, loss=0.226, pair=21.703, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:53,  5.73it/s, loss=0.226, pair=21.703, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:53,  5.73it/s, loss=0.210, pair=19.594, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.12it/s, loss=0.210, pair=19.594, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.12it/s, loss=0.207, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:52,  5.72it/s, loss=0.207, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:52,  5.72it/s, loss=0.186, pair=12.172, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  32%|▎| 142/444 [00:23<00:49,  6.11it/s, loss=0.186, pair=12.172, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:49,  6.11it/s, loss=0.337, pair=11.234, adv=3.412, sprd=0.0
Ep 004/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:52,  5.70it/s, loss=0.337, pair=11.234, adv=3.412, sprd=0.0
Ep 004/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:52,  5.70it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:49,  6.11it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:49,  6.11it/s, loss=0.316, pair=0.606, adv=3.450, sprd=0.01
Ep 004/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.84it/s, loss=0.316, pair=0.606, adv=3.450, sprd=0.01
Ep 004/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.84it/s, loss=0.169, pair=11.836, adv=3.433, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:47,  6.21it/s, loss=0.169, pair=11.836, adv=3.433, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:47,  6.21it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.82it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.82it/s, loss=0.153, pair=12.352, adv=3.446, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:47,  6.21it/s, loss=0.153, pair=12.352, adv=3.446, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:47,  6.21it/s, loss=0.277, pair=19.609, adv=3.413, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:50,  5.82it/s, loss=0.277, pair=19.609, adv=3.413, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:50,  5.82it/s, loss=0.173, pair=18.609, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=0.173, pair=18.609, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=0.181, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:51,  5.73it/s, loss=0.181, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:51,  5.73it/s, loss=0.157, pair=11.172, adv=3.403, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.12it/s, loss=0.157, pair=11.172, adv=3.403, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.12it/s, loss=0.337, pair=5.855, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.76it/s, loss=0.337, pair=5.855, adv=3.405, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.76it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:47,  6.16it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:47,  6.16it/s, loss=0.207, pair=20.516, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:50,  5.75it/s, loss=0.207, pair=20.516, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:50,  5.75it/s, loss=0.164, pair=24.234, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.12it/s, loss=0.164, pair=24.234, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.12it/s, loss=0.271, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.83it/s, loss=0.271, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.83it/s, loss=0.160, pair=12.000, adv=3.431, sprd=0.0
Ep 004/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.19it/s, loss=0.160, pair=12.000, adv=3.431, sprd=0.0
Ep 004/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.19it/s, loss=0.206, pair=11.172, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:49,  5.79it/s, loss=0.206, pair=11.172, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:49,  5.79it/s, loss=0.168, pair=0.242, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:46,  6.17it/s, loss=0.168, pair=0.242, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:46,  6.17it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:48,  5.82it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:48,  5.82it/s, loss=0.212, pair=1.949, adv=3.379, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.19it/s, loss=0.212, pair=1.949, adv=3.379, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.19it/s, loss=0.174, pair=0.513, adv=3.416, sprd=0.01
Ep 004/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.81it/s, loss=0.174, pair=0.513, adv=3.416, sprd=0.01
Ep 004/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.81it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.19it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.19it/s, loss=0.183, pair=25.922, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:48,  5.80it/s, loss=0.183, pair=25.922, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:48,  5.80it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:44,  6.19it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:44,  6.19it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:48,  5.70it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:48,  5.70it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:45,  6.09it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:45,  6.09it/s, loss=0.194, pair=17.750, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.76it/s, loss=0.194, pair=17.750, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.76it/s, loss=0.155, pair=22.547, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.13it/s, loss=0.155, pair=22.547, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.13it/s, loss=0.174, pair=14.445, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:47,  5.70it/s, loss=0.174, pair=14.445, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:47,  5.70it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  39%|▍| 172/444 [00:28<00:44,  6.09it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:44,  6.09it/s, loss=0.168, pair=15.453, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:47,  5.76it/s, loss=0.168, pair=15.453, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:47,  5.76it/s, loss=0.191, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.12it/s, loss=0.191, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.12it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.76it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.76it/s, loss=0.163, pair=12.625, adv=3.437, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.11it/s, loss=0.163, pair=12.625, adv=3.437, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.11it/s, loss=0.236, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:46,  5.73it/s, loss=0.236, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:46,  5.73it/s, loss=0.224, pair=12.547, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 178/444 [00:29<00:43,  6.13it/s, loss=0.224, pair=12.547, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:43,  6.13it/s, loss=0.330, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:45,  5.80it/s, loss=0.330, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:45,  5.80it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.19it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.19it/s, loss=0.193, pair=2.887, adv=3.391, sprd=0.01
Ep 004/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:44,  5.93it/s, loss=0.193, pair=2.887, adv=3.391, sprd=0.01
Ep 004/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:44,  5.93it/s, loss=0.180, pair=19.094, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.27it/s, loss=0.180, pair=19.094, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.27it/s, loss=0.251, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:45,  5.72it/s, loss=0.251, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:45,  5.72it/s, loss=0.151, pair=26.328, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  41%|▍| 184/444 [00:30<00:42,  6.12it/s, loss=0.151, pair=26.328, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:42,  6.12it/s, loss=0.499, pair=13.078, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.88it/s, loss=0.499, pair=13.078, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.88it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.26it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.26it/s, loss=0.199, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.87it/s, loss=0.199, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.87it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:40,  6.25it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:40,  6.25it/s, loss=0.334, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:44,  5.67it/s, loss=0.334, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:44,  5.67it/s, loss=0.157, pair=0.419, adv=3.396, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 190/444 [00:31<00:41,  6.08it/s, loss=0.157, pair=0.419, adv=3.396, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 190/444 [00:32<00:41,  6.08it/s, loss=0.224, pair=0.356, adv=3.409, sprd=0.01
Ep 004/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:44,  5.64it/s, loss=0.224, pair=0.356, adv=3.409, sprd=0.01
Ep 004/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:44,  5.64it/s, loss=0.317, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:41,  6.07it/s, loss=0.317, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:41,  6.07it/s, loss=0.528, pair=6.855, adv=3.397, sprd=0.01
Ep 004/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.89it/s, loss=0.528, pair=6.855, adv=3.397, sprd=0.01
Ep 004/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.89it/s, loss=0.172, pair=8.609, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.26it/s, loss=0.172, pair=8.609, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.26it/s, loss=0.211, pair=12.141, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:43,  5.74it/s, loss=0.211, pair=12.141, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:43,  5.74it/s, loss=0.354, pair=3.340, adv=3.378, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 196/444 [00:32<00:40,  6.14it/s, loss=0.354, pair=3.340, adv=3.378, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 196/444 [00:33<00:40,  6.14it/s, loss=0.309, pair=16.125, adv=3.434, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:42,  5.83it/s, loss=0.309, pair=16.125, adv=3.434, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:42,  5.83it/s, loss=0.153, pair=12.766, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.21it/s, loss=0.153, pair=12.766, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.21it/s, loss=0.324, pair=8.672, adv=3.390, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.84it/s, loss=0.324, pair=8.672, adv=3.390, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.84it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.22it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.22it/s, loss=0.198, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:41,  5.87it/s, loss=0.198, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:41,  5.87it/s, loss=0.151, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 202/444 [00:33<00:38,  6.26it/s, loss=0.151, pair=0.000, adv=0.000, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 202/444 [00:34<00:38,  6.26it/s, loss=0.203, pair=17.531, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:40,  5.89it/s, loss=0.203, pair=17.531, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:40,  5.89it/s, loss=0.166, pair=0.935, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.26it/s, loss=0.166, pair=0.935, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.26it/s, loss=0.261, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:40,  5.85it/s, loss=0.261, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:40,  5.85it/s, loss=0.150, pair=10.297, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:38,  6.23it/s, loss=0.150, pair=10.297, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:38,  6.23it/s, loss=0.166, pair=4.262, adv=3.372, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:40,  5.86it/s, loss=0.166, pair=4.262, adv=3.372, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:40,  5.86it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 208/444 [00:34<00:37,  6.24it/s, loss=0.292, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 208/444 [00:35<00:37,  6.24it/s, loss=0.163, pair=3.730, adv=3.410, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:40,  5.82it/s, loss=0.163, pair=3.730, adv=3.410, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:40,  5.82it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:37,  6.22it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:37,  6.22it/s, loss=0.151, pair=26.234, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.87it/s, loss=0.151, pair=26.234, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.87it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.26it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.26it/s, loss=0.377, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.87it/s, loss=0.377, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.87it/s, loss=0.138, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  48%|▍| 214/444 [00:35<00:36,  6.26it/s, loss=0.138, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  48%|▍| 214/444 [00:36<00:36,  6.26it/s, loss=0.244, pair=4.449, adv=3.403, sprd=0.02
Ep 004/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:40,  5.71it/s, loss=0.244, pair=4.449, adv=3.403, sprd=0.02
Ep 004/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:40,  5.71it/s, loss=0.141, pair=6.336, adv=3.413, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:37,  6.12it/s, loss=0.141, pair=6.336, adv=3.413, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:37,  6.12it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:38,  5.97it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:38,  5.97it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:35,  6.34it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:35,  6.34it/s, loss=0.278, pair=3.949, adv=3.422, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:37,  5.93it/s, loss=0.278, pair=3.949, adv=3.422, sprd=0.01
Ep 004/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:37,  5.93it/s, loss=0.147, pair=26.953, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 220/444 [00:36<00:35,  6.29it/s, loss=0.147, pair=26.953, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 220/444 [00:37<00:35,  6.29it/s, loss=0.285, pair=26.109, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:39,  5.59it/s, loss=0.285, pair=26.109, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:39,  5.59it/s, loss=0.152, pair=25.047, adv=3.405, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:36,  6.02it/s, loss=0.152, pair=25.047, adv=3.405, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:36,  6.02it/s, loss=0.266, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:38,  5.76it/s, loss=0.266, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:38,  5.76it/s, loss=0.159, pair=2.809, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.16it/s, loss=0.159, pair=2.809, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.16it/s, loss=0.284, pair=19.328, adv=3.422, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:37,  5.81it/s, loss=0.284, pair=19.328, adv=3.422, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:37,  5.81it/s, loss=0.153, pair=15.531, adv=3.416, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 226/444 [00:37<00:35,  6.18it/s, loss=0.153, pair=15.531, adv=3.416, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 226/444 [00:38<00:35,  6.18it/s, loss=0.163, pair=21.453, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.78it/s, loss=0.163, pair=21.453, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.78it/s, loss=0.138, pair=3.855, adv=3.384, sprd=0.01
Ep 004/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:35,  6.16it/s, loss=0.138, pair=3.855, adv=3.384, sprd=0.01
Ep 004/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:35,  6.16it/s, loss=0.272, pair=22.953, adv=3.426, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:36,  5.85it/s, loss=0.272, pair=22.953, adv=3.426, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:36,  5.85it/s, loss=0.145, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.23it/s, loss=0.145, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.23it/s, loss=0.155, pair=8.609, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:35,  5.92it/s, loss=0.155, pair=8.609, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:35,  5.92it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 232/444 [00:38<00:33,  6.30it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 232/444 [00:39<00:33,  6.30it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:35,  6.01it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:35,  6.01it/s, loss=0.162, pair=5.402, adv=3.416, sprd=0.01
Ep 004/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:33,  6.35it/s, loss=0.162, pair=5.402, adv=3.416, sprd=0.01
Ep 004/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:33,  6.35it/s, loss=0.280, pair=21.234, adv=3.412, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.91it/s, loss=0.280, pair=21.234, adv=3.412, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.91it/s, loss=0.133, pair=22.844, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.27it/s, loss=0.133, pair=22.844, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.27it/s, loss=0.298, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:35,  5.88it/s, loss=0.298, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:35,  5.88it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  54%|▌| 238/444 [00:39<00:32,  6.26it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  54%|▌| 238/444 [00:40<00:32,  6.26it/s, loss=0.213, pair=30.594, adv=3.357, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:34,  5.96it/s, loss=0.213, pair=30.594, adv=3.357, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:34,  5.96it/s, loss=0.150, pair=9.609, adv=3.382, sprd=0.01
Ep 004/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.32it/s, loss=0.150, pair=9.609, adv=3.382, sprd=0.01
Ep 004/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.32it/s, loss=0.244, pair=12.109, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:35,  5.74it/s, loss=0.244, pair=12.109, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:35,  5.74it/s, loss=0.145, pair=27.922, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.14it/s, loss=0.145, pair=27.922, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.14it/s, loss=0.180, pair=7.422, adv=3.399, sprd=0.01
Ep 004/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:34,  5.85it/s, loss=0.180, pair=7.422, adv=3.399, sprd=0.01
Ep 004/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:34,  5.85it/s, loss=0.152, pair=3.324, adv=3.380, sprd=0.01
Ep 004/60 [S1:deg_only]:  55%|▌| 244/444 [00:40<00:32,  6.23it/s, loss=0.152, pair=3.324, adv=3.380, sprd=0.01
Ep 004/60 [S1:deg_only]:  55%|▌| 244/444 [00:41<00:32,  6.23it/s, loss=0.333, pair=8.781, adv=3.399, sprd=0.01
Ep 004/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:33,  5.90it/s, loss=0.333, pair=8.781, adv=3.399, sprd=0.01
Ep 004/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:33,  5.90it/s, loss=0.141, pair=15.336, adv=3.415, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:31,  6.27it/s, loss=0.141, pair=15.336, adv=3.415, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:31,  6.27it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.71it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.71it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.12it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.12it/s, loss=0.258, pair=25.688, adv=3.426, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:33,  5.82it/s, loss=0.258, pair=25.688, adv=3.426, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:33,  5.82it/s, loss=0.164, pair=23.141, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 250/444 [00:41<00:31,  6.17it/s, loss=0.164, pair=23.141, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 250/444 [00:42<00:31,  6.17it/s, loss=0.299, pair=23.547, adv=3.428, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:32,  5.88it/s, loss=0.299, pair=23.547, adv=3.428, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:32,  5.88it/s, loss=0.138, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:30,  6.26it/s, loss=0.138, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:30,  6.26it/s, loss=0.161, pair=6.781, adv=3.383, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.79it/s, loss=0.161, pair=6.781, adv=3.383, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.79it/s, loss=0.148, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.20it/s, loss=0.148, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.20it/s, loss=0.170, pair=0.012, adv=3.376, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.75it/s, loss=0.170, pair=0.012, adv=3.376, sprd=0.01
Ep 004/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.75it/s, loss=0.152, pair=14.609, adv=3.415, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 256/444 [00:42<00:30,  6.15it/s, loss=0.152, pair=14.609, adv=3.415, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.15it/s, loss=0.167, pair=22.297, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:33,  5.60it/s, loss=0.167, pair=22.297, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:33,  5.60it/s, loss=0.131, pair=19.078, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.01it/s, loss=0.131, pair=19.078, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.01it/s, loss=0.521, pair=1.091, adv=3.386, sprd=0.01
Ep 004/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:32,  5.71it/s, loss=0.521, pair=1.091, adv=3.386, sprd=0.01
Ep 004/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:32,  5.71it/s, loss=0.149, pair=9.562, adv=3.426, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:30,  6.10it/s, loss=0.149, pair=9.562, adv=3.426, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:30,  6.10it/s, loss=0.186, pair=0.012, adv=3.405, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.75it/s, loss=0.186, pair=0.012, adv=3.405, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.75it/s, loss=0.144, pair=18.547, adv=3.428, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 262/444 [00:43<00:29,  6.13it/s, loss=0.144, pair=18.547, adv=3.428, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:29,  6.13it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.77it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.77it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.15it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.15it/s, loss=0.248, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.80it/s, loss=0.248, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.80it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:28,  6.20it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:28,  6.20it/s, loss=0.258, pair=15.016, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:29,  5.92it/s, loss=0.258, pair=15.016, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:29,  5.92it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  60%|▌| 268/444 [00:44<00:28,  6.28it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  60%|▌| 268/444 [00:45<00:28,  6.28it/s, loss=0.255, pair=13.016, adv=3.426, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:29,  5.95it/s, loss=0.255, pair=13.016, adv=3.426, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:29,  5.95it/s, loss=0.191, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.30it/s, loss=0.191, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.30it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:30,  5.72it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:30,  5.72it/s, loss=0.175, pair=8.109, adv=3.422, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:28,  6.12it/s, loss=0.175, pair=8.109, adv=3.422, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:28,  6.12it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:28,  5.92it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:28,  5.92it/s, loss=0.193, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  62%|▌| 274/444 [00:45<00:27,  6.29it/s, loss=0.193, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:27,  6.29it/s, loss=0.270, pair=13.047, adv=3.407, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.82it/s, loss=0.270, pair=13.047, adv=3.407, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.82it/s, loss=0.161, pair=13.016, adv=3.416, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=0.161, pair=13.016, adv=3.416, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=0.241, pair=26.016, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:29,  5.68it/s, loss=0.241, pair=26.016, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:29,  5.68it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:27,  6.10it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:27,  6.10it/s, loss=0.261, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:29,  5.64it/s, loss=0.261, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:29,  5.64it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 280/444 [00:46<00:27,  6.03it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:27,  6.03it/s, loss=0.262, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:28,  5.70it/s, loss=0.262, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:28,  5.70it/s, loss=0.139, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.12it/s, loss=0.139, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.12it/s, loss=0.149, pair=25.547, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.79it/s, loss=0.149, pair=25.547, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.79it/s, loss=0.135, pair=0.262, adv=3.391, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.18it/s, loss=0.135, pair=0.262, adv=3.391, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.18it/s, loss=0.219, pair=0.000, adv=3.440, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.68it/s, loss=0.219, pair=0.000, adv=3.440, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.68it/s, loss=0.127, pair=6.688, adv=3.378, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 286/444 [00:47<00:25,  6.09it/s, loss=0.127, pair=6.688, adv=3.378, sprd=0.01
Ep 004/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:25,  6.09it/s, loss=0.203, pair=17.984, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.70it/s, loss=0.203, pair=17.984, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.70it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.12it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.12it/s, loss=0.252, pair=2.293, adv=3.368, sprd=0.01
Ep 004/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.82it/s, loss=0.252, pair=2.293, adv=3.368, sprd=0.01
Ep 004/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.82it/s, loss=0.131, pair=0.075, adv=3.424, sprd=0.01
Ep 004/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:24,  6.19it/s, loss=0.131, pair=0.075, adv=3.424, sprd=0.01
Ep 004/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:24,  6.19it/s, loss=0.499, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:26,  5.67it/s, loss=0.499, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:26,  5.67it/s, loss=0.168, pair=28.672, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 292/444 [00:48<00:25,  6.05it/s, loss=0.168, pair=28.672, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:25,  6.05it/s, loss=0.168, pair=24.922, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:26,  5.77it/s, loss=0.168, pair=24.922, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:26,  5.77it/s, loss=0.216, pair=3.816, adv=3.342, sprd=0.01
Ep 004/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.14it/s, loss=0.216, pair=3.816, adv=3.342, sprd=0.01
Ep 004/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.14it/s, loss=0.171, pair=0.575, adv=3.418, sprd=0.01
Ep 004/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:26,  5.67it/s, loss=0.171, pair=0.575, adv=3.418, sprd=0.01
Ep 004/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:26,  5.67it/s, loss=0.142, pair=20.031, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:24,  6.08it/s, loss=0.142, pair=20.031, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:24,  6.08it/s, loss=0.167, pair=29.547, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.76it/s, loss=0.167, pair=29.547, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.76it/s, loss=0.153, pair=19.938, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 298/444 [00:49<00:23,  6.15it/s, loss=0.153, pair=19.938, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.15it/s, loss=0.186, pair=8.078, adv=3.374, sprd=0.01
Ep 004/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.84it/s, loss=0.186, pair=8.078, adv=3.374, sprd=0.01
Ep 004/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.84it/s, loss=0.128, pair=20.875, adv=3.396, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.22it/s, loss=0.128, pair=20.875, adv=3.396, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.22it/s, loss=0.178, pair=17.438, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:24,  5.85it/s, loss=0.178, pair=17.438, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:24,  5.85it/s, loss=0.143, pair=18.750, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:22,  6.20it/s, loss=0.143, pair=18.750, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:22,  6.20it/s, loss=0.254, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:24,  5.78it/s, loss=0.254, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:24,  5.78it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  68%|▋| 304/444 [00:50<00:22,  6.16it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.16it/s, loss=0.167, pair=0.731, adv=3.393, sprd=0.01
Ep 004/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:23,  5.84it/s, loss=0.167, pair=0.731, adv=3.393, sprd=0.01
Ep 004/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:23,  5.84it/s, loss=0.143, pair=14.453, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.20it/s, loss=0.143, pair=14.453, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.20it/s, loss=0.171, pair=9.547, adv=3.412, sprd=0.01
Ep 004/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.78it/s, loss=0.171, pair=9.547, adv=3.412, sprd=0.01
Ep 004/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.78it/s, loss=0.124, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:22,  6.17it/s, loss=0.124, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:22,  6.17it/s, loss=0.142, pair=27.672, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:23,  5.74it/s, loss=0.142, pair=27.672, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:23,  5.74it/s, loss=0.117, pair=6.918, adv=3.379, sprd=0.01
Ep 004/60 [S1:deg_only]:  70%|▋| 310/444 [00:51<00:21,  6.13it/s, loss=0.117, pair=6.918, adv=3.379, sprd=0.01
Ep 004/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:21,  6.13it/s, loss=0.655, pair=13.375, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.79it/s, loss=0.655, pair=13.375, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.79it/s, loss=0.127, pair=0.075, adv=3.428, sprd=0.01
Ep 004/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.15it/s, loss=0.127, pair=0.075, adv=3.428, sprd=0.01
Ep 004/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.15it/s, loss=0.548, pair=28.609, adv=3.413, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:22,  5.85it/s, loss=0.548, pair=28.609, adv=3.413, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:22,  5.85it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.21it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.21it/s, loss=0.168, pair=8.891, adv=3.381, sprd=0.01
Ep 004/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:22,  5.77it/s, loss=0.168, pair=8.891, adv=3.381, sprd=0.01
Ep 004/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:22,  5.77it/s, loss=0.142, pair=0.648, adv=3.374, sprd=0.01
Ep 004/60 [S1:deg_only]:  71%|▋| 316/444 [00:52<00:20,  6.14it/s, loss=0.142, pair=0.648, adv=3.374, sprd=0.01
Ep 004/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.14it/s, loss=0.165, pair=15.859, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.62it/s, loss=0.165, pair=15.859, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.62it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.03it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.03it/s, loss=0.249, pair=12.734, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:22,  5.67it/s, loss=0.249, pair=12.734, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:22,  5.67it/s, loss=0.131, pair=12.703, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:20,  6.04it/s, loss=0.131, pair=12.703, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:20,  6.04it/s, loss=0.241, pair=7.562, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:21,  5.78it/s, loss=0.241, pair=7.562, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:21,  5.78it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  73%|▋| 322/444 [00:53<00:19,  6.15it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  73%|▋| 322/444 [00:54<00:19,  6.15it/s, loss=0.323, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.82it/s, loss=0.323, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.82it/s, loss=0.174, pair=25.016, adv=3.421, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.18it/s, loss=0.174, pair=25.016, adv=3.421, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.18it/s, loss=0.258, pair=14.297, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.69it/s, loss=0.258, pair=14.297, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.69it/s, loss=0.144, pair=29.047, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:19,  6.08it/s, loss=0.144, pair=29.047, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:19,  6.08it/s, loss=0.157, pair=12.766, adv=3.416, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:21,  5.57it/s, loss=0.157, pair=12.766, adv=3.416, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 327/444 [00:55<00:21,  5.57it/s, loss=0.129, pair=19.109, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:19,  5.97it/s, loss=0.129, pair=19.109, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:19,  5.97it/s, loss=0.146, pair=10.516, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:20,  5.70it/s, loss=0.146, pair=10.516, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:20,  5.70it/s, loss=0.114, pair=13.516, adv=3.460, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.10it/s, loss=0.114, pair=13.516, adv=3.460, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.10it/s, loss=0.147, pair=1.169, adv=3.420, sprd=0.01
Ep 004/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.79it/s, loss=0.147, pair=1.169, adv=3.420, sprd=0.01
Ep 004/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.79it/s, loss=0.127, pair=9.797, adv=3.391, sprd=0.01
Ep 004/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:18,  6.15it/s, loss=0.127, pair=9.797, adv=3.391, sprd=0.01
Ep 004/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:18,  6.15it/s, loss=0.197, pair=11.641, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:19,  5.72it/s, loss=0.197, pair=11.641, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 333/444 [00:56<00:19,  5.72it/s, loss=0.118, pair=24.438, adv=3.432, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:17,  6.12it/s, loss=0.118, pair=24.438, adv=3.432, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:17,  6.12it/s, loss=0.204, pair=27.766, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:19,  5.58it/s, loss=0.204, pair=27.766, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:19,  5.58it/s, loss=0.164, pair=15.375, adv=3.434, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.00it/s, loss=0.164, pair=15.375, adv=3.434, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.00it/s, loss=0.166, pair=4.980, adv=3.401, sprd=0.01
Ep 004/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:19,  5.60it/s, loss=0.166, pair=4.980, adv=3.401, sprd=0.01
Ep 004/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:19,  5.60it/s, loss=0.144, pair=6.199, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:17,  5.99it/s, loss=0.144, pair=6.199, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:17,  5.99it/s, loss=0.194, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:18,  5.69it/s, loss=0.194, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  76%|▊| 339/444 [00:57<00:18,  5.69it/s, loss=0.138, pair=0.106, adv=3.407, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:17,  6.07it/s, loss=0.138, pair=0.106, adv=3.407, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:17,  6.07it/s, loss=0.169, pair=4.309, adv=3.394, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.73it/s, loss=0.169, pair=4.309, adv=3.394, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.73it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.12it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.12it/s, loss=0.195, pair=4.324, adv=3.432, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.74it/s, loss=0.195, pair=4.324, adv=3.432, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.74it/s, loss=0.143, pair=6.562, adv=3.424, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.09it/s, loss=0.143, pair=6.562, adv=3.424, sprd=0.01
Ep 004/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.09it/s, loss=0.199, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:17,  5.77it/s, loss=0.199, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  78%|▊| 345/444 [00:58<00:17,  5.77it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:15,  6.16it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:15,  6.16it/s, loss=0.176, pair=13.328, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:17,  5.60it/s, loss=0.176, pair=13.328, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:17,  5.60it/s, loss=0.501, pair=14.922, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:16,  6.00it/s, loss=0.501, pair=14.922, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:16,  6.00it/s, loss=0.250, pair=5.992, adv=3.415, sprd=0.01
Ep 004/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.68it/s, loss=0.250, pair=5.992, adv=3.415, sprd=0.01
Ep 004/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.68it/s, loss=0.116, pair=3.520, adv=3.390, sprd=0.01
Ep 004/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.06it/s, loss=0.116, pair=3.520, adv=3.390, sprd=0.01
Ep 004/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.06it/s, loss=0.255, pair=25.703, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:16,  5.74it/s, loss=0.255, pair=25.703, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 351/444 [00:59<00:16,  5.74it/s, loss=0.131, pair=21.000, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.14it/s, loss=0.131, pair=21.000, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.14it/s, loss=0.250, pair=4.824, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.80it/s, loss=0.250, pair=4.824, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.80it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.16it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.16it/s, loss=0.180, pair=23.797, adv=3.440, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.84it/s, loss=0.180, pair=23.797, adv=3.440, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.84it/s, loss=0.155, pair=21.844, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.18it/s, loss=0.155, pair=21.844, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.18it/s, loss=0.144, pair=30.359, adv=3.421, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.69it/s, loss=0.144, pair=30.359, adv=3.421, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 357/444 [01:00<00:15,  5.69it/s, loss=0.195, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:14,  6.09it/s, loss=0.195, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:14,  6.09it/s, loss=0.154, pair=3.168, adv=3.415, sprd=0.01
Ep 004/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:15,  5.60it/s, loss=0.154, pair=3.168, adv=3.415, sprd=0.01
Ep 004/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:15,  5.60it/s, loss=0.108, pair=15.156, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.02it/s, loss=0.108, pair=15.156, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.02it/s, loss=0.393, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:15,  5.48it/s, loss=0.393, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:15,  5.48it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  5.93it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  5.93it/s, loss=0.143, pair=14.516, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:14,  5.68it/s, loss=0.143, pair=14.516, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 363/444 [01:01<00:14,  5.68it/s, loss=0.126, pair=18.938, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:13,  6.08it/s, loss=0.126, pair=18.938, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:13,  6.08it/s, loss=0.169, pair=2.168, adv=3.425, sprd=0.01
Ep 004/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:14,  5.58it/s, loss=0.169, pair=2.168, adv=3.425, sprd=0.01
Ep 004/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:14,  5.58it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.01it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.01it/s, loss=0.132, pair=1.730, adv=3.393, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.71it/s, loss=0.132, pair=1.730, adv=3.393, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.71it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.10it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.10it/s, loss=0.245, pair=18.781, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:12,  5.79it/s, loss=0.245, pair=18.781, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 369/444 [01:02<00:12,  5.79it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:11,  6.18it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:11,  6.18it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.67it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.67it/s, loss=0.136, pair=29.359, adv=3.414, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.04it/s, loss=0.136, pair=29.359, adv=3.414, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.04it/s, loss=0.291, pair=29.922, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.77it/s, loss=0.291, pair=29.922, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.77it/s, loss=0.125, pair=6.043, adv=3.396, sprd=0.01
Ep 004/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.15it/s, loss=0.125, pair=6.043, adv=3.396, sprd=0.01
Ep 004/60 [S1:deg_only]:  84%|▊| 374/444 [01:03<00:11,  6.15it/s, loss=0.124, pair=21.297, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 375/444 [01:03<00:11,  5.87it/s, loss=0.124, pair=21.297, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 375/444 [01:03<00:11,  5.87it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:10,  6.25it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:10,  6.25it/s, loss=0.130, pair=24.406, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.95it/s, loss=0.130, pair=24.406, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.95it/s, loss=0.112, pair=13.422, adv=3.424, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.26it/s, loss=0.112, pair=13.422, adv=3.424, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.26it/s, loss=0.144, pair=12.297, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.89it/s, loss=0.144, pair=12.297, adv=3.417, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.89it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.23it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  86%|▊| 380/444 [01:04<00:10,  6.23it/s, loss=0.147, pair=21.719, adv=3.397, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 381/444 [01:04<00:10,  5.75it/s, loss=0.147, pair=21.719, adv=3.397, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 381/444 [01:04<00:10,  5.75it/s, loss=0.124, pair=23.281, adv=3.419, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:10,  6.13it/s, loss=0.124, pair=23.281, adv=3.419, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:10,  6.13it/s, loss=0.134, pair=10.453, adv=3.414, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.80it/s, loss=0.134, pair=10.453, adv=3.414, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.80it/s, loss=0.131, pair=1.304, adv=3.421, sprd=0.01
Ep 004/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.16it/s, loss=0.131, pair=1.304, adv=3.421, sprd=0.01
Ep 004/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.16it/s, loss=0.149, pair=11.453, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.63it/s, loss=0.149, pair=11.453, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.63it/s, loss=0.121, pair=0.825, adv=3.402, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.01it/s, loss=0.121, pair=0.825, adv=3.402, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 386/444 [01:05<00:09,  6.01it/s, loss=0.175, pair=1.513, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 387/444 [01:05<00:09,  5.80it/s, loss=0.175, pair=1.513, adv=3.414, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 387/444 [01:05<00:09,  5.80it/s, loss=0.126, pair=2.949, adv=3.376, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:09,  6.17it/s, loss=0.126, pair=2.949, adv=3.376, sprd=0.01
Ep 004/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:09,  6.17it/s, loss=0.197, pair=14.891, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.80it/s, loss=0.197, pair=14.891, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.80it/s, loss=0.130, pair=14.922, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.18it/s, loss=0.130, pair=14.922, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.18it/s, loss=0.168, pair=29.891, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.68it/s, loss=0.168, pair=29.891, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.68it/s, loss=0.120, pair=8.391, adv=3.412, sprd=0.01
Ep 004/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.08it/s, loss=0.120, pair=8.391, adv=3.412, sprd=0.01
Ep 004/60 [S1:deg_only]:  88%|▉| 392/444 [01:06<00:08,  6.08it/s, loss=0.137, pair=7.105, adv=3.380, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 393/444 [01:06<00:08,  5.77it/s, loss=0.137, pair=7.105, adv=3.380, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 393/444 [01:06<00:08,  5.77it/s, loss=0.113, pair=0.950, adv=3.424, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 394/444 [01:06<00:08,  6.13it/s, loss=0.113, pair=0.950, adv=3.424, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 394/444 [01:06<00:08,  6.13it/s, loss=0.139, pair=25.859, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.76it/s, loss=0.139, pair=25.859, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.76it/s, loss=0.144, pair=3.816, adv=3.405, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.12it/s, loss=0.144, pair=3.816, adv=3.405, sprd=0.01
Ep 004/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.12it/s, loss=0.133, pair=15.266, adv=3.451, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.77it/s, loss=0.133, pair=15.266, adv=3.451, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.77it/s, loss=0.122, pair=21.469, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.15it/s, loss=0.122, pair=21.469, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 398/444 [01:07<00:07,  6.15it/s, loss=0.432, pair=15.609, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 399/444 [01:07<00:07,  5.81it/s, loss=0.432, pair=15.609, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 399/444 [01:07<00:07,  5.81it/s, loss=0.116, pair=8.453, adv=3.382, sprd=0.01
Ep 004/60 [S1:deg_only]:  90%|▉| 400/444 [01:07<00:07,  6.18it/s, loss=0.116, pair=8.453, adv=3.382, sprd=0.01
Ep 004/60 [S1:deg_only]:  90%|▉| 400/444 [01:07<00:07,  6.18it/s, loss=0.489, pair=25.922, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.77it/s, loss=0.489, pair=25.922, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.77it/s, loss=0.119, pair=20.000, adv=3.443, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.13it/s, loss=0.119, pair=20.000, adv=3.443, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.13it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.81it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.81it/s, loss=0.106, pair=11.859, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.16it/s, loss=0.106, pair=11.859, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 404/444 [01:08<00:06,  6.16it/s, loss=0.120, pair=1.450, adv=3.389, sprd=0.01
Ep 004/60 [S1:deg_only]:  91%|▉| 405/444 [01:08<00:06,  5.69it/s, loss=0.120, pair=1.450, adv=3.389, sprd=0.01
Ep 004/60 [S1:deg_only]:  91%|▉| 405/444 [01:08<00:06,  5.69it/s, loss=0.151, pair=25.828, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 406/444 [01:08<00:06,  6.06it/s, loss=0.151, pair=25.828, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 406/444 [01:08<00:06,  6.06it/s, loss=0.153, pair=25.359, adv=3.428, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.78it/s, loss=0.153, pair=25.359, adv=3.428, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.78it/s, loss=0.105, pair=2.684, adv=3.416, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.15it/s, loss=0.105, pair=2.684, adv=3.416, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.15it/s, loss=0.199, pair=2.418, adv=3.392, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.71it/s, loss=0.199, pair=2.418, adv=3.392, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.71it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.12it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 410/444 [01:09<00:05,  6.12it/s, loss=0.133, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 411/444 [01:09<00:05,  5.71it/s, loss=0.133, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 411/444 [01:09<00:05,  5.71it/s, loss=0.123, pair=18.453, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.06it/s, loss=0.123, pair=18.453, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.06it/s, loss=0.195, pair=9.047, adv=3.367, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.86it/s, loss=0.195, pair=9.047, adv=3.367, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.86it/s, loss=0.105, pair=14.328, adv=3.383, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.24it/s, loss=0.105, pair=14.328, adv=3.383, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.24it/s, loss=0.407, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:04,  5.90it/s, loss=0.407, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:04,  5.90it/s, loss=0.111, pair=32.438, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.24it/s, loss=0.111, pair=32.438, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 416/444 [01:10<00:04,  6.24it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 417/444 [01:10<00:04,  5.85it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 417/444 [01:10<00:04,  5.85it/s, loss=0.119, pair=1.856, adv=3.372, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.22it/s, loss=0.119, pair=1.856, adv=3.372, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.22it/s, loss=0.229, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.88it/s, loss=0.229, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.88it/s, loss=0.107, pair=8.328, adv=3.395, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.25it/s, loss=0.107, pair=8.328, adv=3.395, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.25it/s, loss=0.227, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.88it/s, loss=0.227, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.88it/s, loss=0.103, pair=4.742, adv=3.388, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.24it/s, loss=0.103, pair=4.742, adv=3.388, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 422/444 [01:11<00:03,  6.24it/s, loss=0.244, pair=1.200, adv=3.425, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 423/444 [01:11<00:03,  5.83it/s, loss=0.244, pair=1.200, adv=3.425, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 423/444 [01:11<00:03,  5.83it/s, loss=0.101, pair=6.324, adv=3.392, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.20it/s, loss=0.101, pair=6.324, adv=3.392, sprd=0.01
Ep 004/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.20it/s, loss=0.133, pair=17.188, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.80it/s, loss=0.133, pair=17.188, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.80it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.18it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.18it/s, loss=0.144, pair=1.169, adv=3.428, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.84it/s, loss=0.144, pair=1.169, adv=3.428, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.84it/s, loss=0.102, pair=0.325, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.20it/s, loss=0.102, pair=0.325, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 428/444 [01:12<00:02,  6.20it/s, loss=0.236, pair=0.513, adv=3.399, sprd=0.01
Ep 004/60 [S1:deg_only]:  97%|▉| 429/444 [01:12<00:02,  5.88it/s, loss=0.236, pair=0.513, adv=3.399, sprd=0.01
Ep 004/60 [S1:deg_only]:  97%|▉| 429/444 [01:12<00:02,  5.88it/s, loss=0.111, pair=0.606, adv=3.398, sprd=0.01
Ep 004/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.24it/s, loss=0.111, pair=0.606, adv=3.398, sprd=0.01
Ep 004/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.24it/s, loss=0.418, pair=24.094, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.88it/s, loss=0.418, pair=24.094, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.88it/s, loss=0.122, pair=18.391, adv=3.383, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.22it/s, loss=0.122, pair=18.391, adv=3.383, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.22it/s, loss=0.240, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.79it/s, loss=0.240, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.79it/s, loss=0.139, pair=9.156, adv=3.402, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.14it/s, loss=0.139, pair=9.156, adv=3.402, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 434/444 [01:13<00:01,  6.14it/s, loss=0.202, pair=12.641, adv=3.390, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 435/444 [01:13<00:01,  5.82it/s, loss=0.202, pair=12.641, adv=3.390, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 435/444 [01:13<00:01,  5.82it/s, loss=0.124, pair=33.500, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 436/444 [01:13<00:01,  6.18it/s, loss=0.124, pair=33.500, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 436/444 [01:13<00:01,  6.18it/s, loss=0.253, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.92it/s, loss=0.253, pair=0.000, adv=0.000, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.92it/s, loss=0.146, pair=2.043, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.24it/s, loss=0.146, pair=2.043, adv=3.404, sprd=0.01
Ep 004/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.24it/s, loss=0.217, pair=14.406, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.73it/s, loss=0.217, pair=14.406, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.73it/s, loss=0.127, pair=16.703, adv=3.419, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.10it/s, loss=0.127, pair=16.703, adv=3.419, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 440/444 [01:14<00:00,  6.10it/s, loss=0.263, pair=3.168, adv=3.425, sprd=0.01
Ep 004/60 [S1:deg_only]:  99%|▉| 441/444 [01:14<00:00,  5.59it/s, loss=0.263, pair=3.168, adv=3.425, sprd=0.01
Ep 004/60 [S1:deg_only]:  99%|▉| 441/444 [01:14<00:00,  5.59it/s, loss=0.107, pair=16.453, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 442/444 [01:14<00:00,  6.02it/s, loss=0.107, pair=16.453, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 442/444 [01:14<00:00,  6.02it/s, loss=0.136, pair=35.312, adv=3.403, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.73it/s, loss=0.136, pair=35.312, adv=3.403, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.73it/s, loss=0.166, pair=7.793, adv=3.402, sprd=0.01
Ep 004/60 [S1:deg_only]: 100%|█| 444/444 [01:14<00:00,  6.11it/s, loss=0.166, pair=7.793, adv=3.402, sprd=0.01
                                                                                                              
Epoch 004/60 [S1:deg_only]  loss=0.1968  mat=0.2255  sens=9.2049  pair=8.5133  adv=2.3287(rand=3.37)  deg=0.0381  orth=0.0300  spread=0.0182  q_mean=51.2  q_std=10.7  α=0.10 β=0.00 γ=1.00 λ_grl=0.245  lr=9.94e-05  75s

Ep 005/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 005/60 [S1:deg_only]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.012]
Ep 005/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:41,  2.74it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.012]
Ep 005/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:41,  2.74it/s, loss=0.114, pair=10.875, adv=3.372, sprd=0.012
Ep 005/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:43,  4.28it/s, loss=0.114, pair=10.875, adv=3.372, sprd=0.012
Ep 005/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:43,  4.28it/s, loss=0.153, pair=29.547, adv=3.397, sprd=0.013
Ep 005/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:34,  4.65it/s, loss=0.153, pair=29.547, adv=3.397, sprd=0.013
Ep 005/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:34,  4.65it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.012]
Ep 005/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:21,  5.41it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.012]
Ep 005/60 [S1:deg_only]:   1%| | 4/444 [00:01<01:21,  5.41it/s, loss=0.138, pair=18.422, adv=3.411, sprd=0.011
Ep 005/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:22,  5.32it/s, loss=0.138, pair=18.422, adv=3.411, sprd=0.011
Ep 005/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:22,  5.32it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.013]
Ep 005/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:14,  5.84it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.013]
Ep 005/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:14,  5.84it/s, loss=0.158, pair=6.105, adv=3.373, sprd=0.011]
Ep 005/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.65it/s, loss=0.158, pair=6.105, adv=3.373, sprd=0.011]
Ep 005/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.65it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.011]
Ep 005/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:11,  6.08it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.011]
Ep 005/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:11,  6.08it/s, loss=0.138, pair=28.891, adv=3.417, sprd=0.011
Ep 005/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.65it/s, loss=0.138, pair=28.891, adv=3.417, sprd=0.011
Ep 005/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.65it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.012]
Ep 005/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:11,  6.08it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   2%| | 10/444 [00:02<01:11,  6.08it/s, loss=0.253, pair=9.062, adv=3.409, sprd=0.011
Ep 005/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:14,  5.80it/s, loss=0.253, pair=9.062, adv=3.409, sprd=0.011
Ep 005/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:14,  5.80it/s, loss=0.570, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:09,  6.19it/s, loss=0.570, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:09,  6.19it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.83it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.83it/s, loss=0.098, pair=6.012, adv=3.391, sprd=0.011
Ep 005/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.19it/s, loss=0.098, pair=6.012, adv=3.391, sprd=0.011
Ep 005/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.19it/s, loss=0.261, pair=4.516, adv=3.409, sprd=0.013
Ep 005/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:15,  5.67it/s, loss=0.261, pair=4.516, adv=3.409, sprd=0.013
Ep 005/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:15,  5.67it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:10,  6.09it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:   4%| | 16/444 [00:03<01:10,  6.09it/s, loss=0.126, pair=12.836, adv=3.410, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:14,  5.75it/s, loss=0.126, pair=12.836, adv=3.410, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:14,  5.75it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.13it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.13it/s, loss=0.146, pair=0.000, adv=3.421, sprd=0.012
Ep 005/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:12,  5.82it/s, loss=0.146, pair=0.000, adv=3.421, sprd=0.012
Ep 005/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:12,  5.82it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.20it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.20it/s, loss=0.136, pair=15.484, adv=3.419, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.80it/s, loss=0.136, pair=15.484, adv=3.419, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.80it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:08,  6.17it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   5%| | 22/444 [00:04<01:08,  6.17it/s, loss=0.186, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.87it/s, loss=0.186, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.87it/s, loss=0.111, pair=12.641, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.23it/s, loss=0.111, pair=12.641, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.23it/s, loss=0.144, pair=6.043, adv=3.413, sprd=0.012
Ep 005/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:12,  5.82it/s, loss=0.144, pair=6.043, adv=3.413, sprd=0.012
Ep 005/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:12,  5.82it/s, loss=0.105, pair=18.984, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.19it/s, loss=0.105, pair=18.984, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.19it/s, loss=0.216, pair=32.250, adv=3.422, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:12,  5.78it/s, loss=0.216, pair=32.250, adv=3.422, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:12,  5.78it/s, loss=0.099, pair=0.763, adv=3.391, sprd=0.011
Ep 005/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:07,  6.15it/s, loss=0.099, pair=0.763, adv=3.391, sprd=0.011
Ep 005/60 [S1:deg_only]:   6%| | 28/444 [00:05<01:07,  6.15it/s, loss=0.113, pair=14.859, adv=3.361, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.78it/s, loss=0.113, pair=14.859, adv=3.361, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.78it/s, loss=0.098, pair=17.375, adv=3.413, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.14it/s, loss=0.098, pair=17.375, adv=3.413, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.14it/s, loss=0.123, pair=31.234, adv=3.400, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.81it/s, loss=0.123, pair=31.234, adv=3.400, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.81it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.20it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.20it/s, loss=0.263, pair=34.062, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:10,  5.85it/s, loss=0.263, pair=34.062, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:10,  5.85it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.013
Ep 005/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:05,  6.24it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.013
Ep 005/60 [S1:deg_only]:   8%| | 34/444 [00:06<01:05,  6.24it/s, loss=0.102, pair=15.609, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:08,  5.96it/s, loss=0.102, pair=15.609, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:08,  5.96it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:04,  6.32it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:04,  6.32it/s, loss=0.259, pair=0.000, adv=0.000, sprd=0.013
Ep 005/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:08,  5.92it/s, loss=0.259, pair=0.000, adv=0.000, sprd=0.013
Ep 005/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:08,  5.92it/s, loss=0.103, pair=19.531, adv=3.433, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:04,  6.25it/s, loss=0.103, pair=19.531, adv=3.433, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:04,  6.25it/s, loss=0.118, pair=4.230, adv=3.384, sprd=0.011
Ep 005/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.88it/s, loss=0.118, pair=4.230, adv=3.384, sprd=0.011
Ep 005/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.88it/s, loss=0.110, pair=3.199, adv=3.416, sprd=0.011
Ep 005/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:04,  6.23it/s, loss=0.110, pair=3.199, adv=3.416, sprd=0.011
Ep 005/60 [S1:deg_only]:   9%| | 40/444 [00:07<01:04,  6.23it/s, loss=0.123, pair=4.980, adv=3.383, sprd=0.012
Ep 005/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:08,  5.87it/s, loss=0.123, pair=4.980, adv=3.383, sprd=0.012
Ep 005/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:08,  5.87it/s, loss=0.118, pair=26.734, adv=3.398, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.20it/s, loss=0.118, pair=26.734, adv=3.398, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.20it/s, loss=0.136, pair=34.656, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:10,  5.67it/s, loss=0.136, pair=34.656, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:10,  5.67it/s, loss=0.114, pair=2.012, adv=3.399, sprd=0.011
Ep 005/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.06it/s, loss=0.114, pair=2.012, adv=3.399, sprd=0.011
Ep 005/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.06it/s, loss=0.129, pair=0.231, adv=3.396, sprd=0.011
Ep 005/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.81it/s, loss=0.129, pair=0.231, adv=3.396, sprd=0.011
Ep 005/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.81it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.16it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  10%| | 46/444 [00:08<01:04,  6.16it/s, loss=0.313, pair=0.075, adv=3.412, sprd=0.012
Ep 005/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:07,  5.90it/s, loss=0.313, pair=0.075, adv=3.412, sprd=0.012
Ep 005/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:07,  5.90it/s, loss=0.152, pair=9.297, adv=3.387, sprd=0.010
Ep 005/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.24it/s, loss=0.152, pair=9.297, adv=3.387, sprd=0.010
Ep 005/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.24it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:07,  5.86it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:07,  5.86it/s, loss=0.104, pair=4.230, adv=3.364, sprd=0.010
Ep 005/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.21it/s, loss=0.104, pair=4.230, adv=3.364, sprd=0.010
Ep 005/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.21it/s, loss=0.147, pair=2.637, adv=3.405, sprd=0.010
Ep 005/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.71it/s, loss=0.147, pair=2.637, adv=3.405, sprd=0.010
Ep 005/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.71it/s, loss=0.235, pair=13.141, adv=3.413, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:04,  6.08it/s, loss=0.235, pair=13.141, adv=3.413, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 52/444 [00:09<01:04,  6.08it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:07,  5.79it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:07,  5.79it/s, loss=0.113, pair=18.203, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:03,  6.15it/s, loss=0.113, pair=18.203, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:03,  6.15it/s, loss=0.249, pair=7.387, adv=3.405, sprd=0.012
Ep 005/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:08,  5.66it/s, loss=0.249, pair=7.387, adv=3.405, sprd=0.012
Ep 005/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:08,  5.66it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.08it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.08it/s, loss=0.123, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.83it/s, loss=0.123, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.83it/s, loss=0.127, pair=17.609, adv=3.405, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:02,  6.19it/s, loss=0.127, pair=17.609, adv=3.405, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 58/444 [00:10<01:02,  6.19it/s, loss=0.148, pair=16.297, adv=3.417, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:05,  5.84it/s, loss=0.148, pair=16.297, adv=3.417, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:05,  5.84it/s, loss=0.130, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.130, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.127, pair=3.137, adv=3.398, sprd=0.012
Ep 005/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:06,  5.80it/s, loss=0.127, pair=3.137, adv=3.398, sprd=0.012
Ep 005/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:06,  5.80it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.17it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.17it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:06,  5.72it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:06,  5.72it/s, loss=0.098, pair=1.950, adv=3.369, sprd=0.010
Ep 005/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:02,  6.09it/s, loss=0.098, pair=1.950, adv=3.369, sprd=0.010
Ep 005/60 [S1:deg_only]:  14%|▏| 64/444 [00:11<01:02,  6.09it/s, loss=0.120, pair=1.950, adv=3.406, sprd=0.012
Ep 005/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:06,  5.66it/s, loss=0.120, pair=1.950, adv=3.406, sprd=0.012
Ep 005/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:06,  5.66it/s, loss=0.094, pair=13.773, adv=3.407, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:02,  6.04it/s, loss=0.094, pair=13.773, adv=3.407, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:02,  6.04it/s, loss=0.124, pair=23.609, adv=3.406, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:06,  5.67it/s, loss=0.124, pair=23.609, adv=3.406, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:06,  5.67it/s, loss=0.150, pair=0.825, adv=3.395, sprd=0.010
Ep 005/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.07it/s, loss=0.150, pair=0.825, adv=3.395, sprd=0.010
Ep 005/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.07it/s, loss=0.160, pair=39.750, adv=3.439, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:06,  5.67it/s, loss=0.160, pair=39.750, adv=3.439, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:06,  5.67it/s, loss=0.148, pair=26.844, adv=3.405, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:01,  6.04it/s, loss=0.148, pair=26.844, adv=3.405, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 70/444 [00:12<01:01,  6.04it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:06,  5.60it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.012
Ep 005/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:06,  5.60it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:01,  6.04it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:01,  6.04it/s, loss=0.130, pair=28.562, adv=3.415, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.80it/s, loss=0.130, pair=28.562, adv=3.415, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.80it/s, loss=0.119, pair=16.844, adv=3.411, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<01:00,  6.16it/s, loss=0.119, pair=16.844, adv=3.411, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<01:00,  6.16it/s, loss=0.616, pair=16.516, adv=3.399, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.75it/s, loss=0.616, pair=16.516, adv=3.399, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.75it/s, loss=0.139, pair=31.859, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:59,  6.14it/s, loss=0.139, pair=31.859, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 76/444 [00:13<00:59,  6.14it/s, loss=0.365, pair=4.012, adv=3.383, sprd=0.012
Ep 005/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.88it/s, loss=0.365, pair=4.012, adv=3.383, sprd=0.012
Ep 005/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.88it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.26it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.26it/s, loss=0.141, pair=9.516, adv=3.413, sprd=0.010
Ep 005/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:02,  5.88it/s, loss=0.141, pair=9.516, adv=3.413, sprd=0.010
Ep 005/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:02,  5.88it/s, loss=0.117, pair=21.609, adv=3.413, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.23it/s, loss=0.117, pair=21.609, adv=3.413, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.23it/s, loss=0.126, pair=13.039, adv=3.440, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.90it/s, loss=0.126, pair=13.039, adv=3.440, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.90it/s, loss=0.136, pair=8.672, adv=3.388, sprd=0.012
Ep 005/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.25it/s, loss=0.136, pair=8.672, adv=3.388, sprd=0.012
Ep 005/60 [S1:deg_only]:  18%|▏| 82/444 [00:14<00:57,  6.25it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:02,  5.78it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.011
Ep 005/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:02,  5.78it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:58,  6.17it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.010
Ep 005/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:58,  6.17it/s, loss=0.117, pair=15.781, adv=3.406, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:01,  5.80it/s, loss=0.117, pair=15.781, adv=3.406, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:01,  5.80it/s, loss=0.098, pair=36.000, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:58,  6.16it/s, loss=0.098, pair=36.000, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:58,  6.16it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.009
Ep 005/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.85it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.009
Ep 005/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.85it/s, loss=0.103, pair=7.105, adv=3.414, sprd=0.011
Ep 005/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.23it/s, loss=0.103, pair=7.105, adv=3.414, sprd=0.011
Ep 005/60 [S1:deg_only]:  20%|▏| 88/444 [00:15<00:57,  6.23it/s, loss=0.163, pair=37.688, adv=3.384, sprd=0.00
Ep 005/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:01,  5.82it/s, loss=0.163, pair=37.688, adv=3.384, sprd=0.00
Ep 005/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:01,  5.82it/s, loss=0.133, pair=0.000, adv=0.000, sprd=0.009
Ep 005/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.20it/s, loss=0.133, pair=0.000, adv=0.000, sprd=0.009
Ep 005/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.20it/s, loss=0.213, pair=19.078, adv=3.440, sprd=0.00
Ep 005/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.85it/s, loss=0.213, pair=19.078, adv=3.440, sprd=0.00
Ep 005/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.85it/s, loss=0.184, pair=0.000, adv=3.408, sprd=0.009
Ep 005/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.22it/s, loss=0.184, pair=0.000, adv=3.408, sprd=0.009
Ep 005/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.22it/s, loss=0.177, pair=3.949, adv=3.407, sprd=0.009
Ep 005/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:59,  5.88it/s, loss=0.177, pair=3.949, adv=3.407, sprd=0.009
Ep 005/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:59,  5.88it/s, loss=0.126, pair=27.734, adv=3.411, sprd=0.00
Ep 005/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:56,  6.23it/s, loss=0.126, pair=27.734, adv=3.411, sprd=0.00
Ep 005/60 [S1:deg_only]:  21%|▏| 94/444 [00:16<00:56,  6.23it/s, loss=0.209, pair=0.000, adv=0.000, sprd=0.009
Ep 005/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<01:01,  5.70it/s, loss=0.209, pair=0.000, adv=0.000, sprd=0.009
Ep 005/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<01:01,  5.70it/s, loss=0.102, pair=19.266, adv=3.432, sprd=0.00
Ep 005/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:57,  6.07it/s, loss=0.102, pair=19.266, adv=3.432, sprd=0.00
Ep 005/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:57,  6.07it/s, loss=0.172, pair=16.312, adv=3.408, sprd=0.00
Ep 005/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:02,  5.54it/s, loss=0.172, pair=16.312, adv=3.408, sprd=0.00
Ep 005/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:02,  5.54it/s, loss=0.109, pair=18.938, adv=3.370, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:58,  5.95it/s, loss=0.109, pair=18.938, adv=3.370, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:58,  5.95it/s, loss=0.138, pair=16.328, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:01,  5.61it/s, loss=0.138, pair=16.328, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:01,  5.61it/s, loss=0.122, pair=18.688, adv=3.418, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:57,  6.01it/s, loss=0.122, pair=18.688, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  23%|▏| 100/444 [00:17<00:57,  6.01it/s, loss=0.119, pair=3.824, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:59,  5.76it/s, loss=0.119, pair=3.824, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:59,  5.76it/s, loss=0.159, pair=17.984, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.12it/s, loss=0.159, pair=17.984, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.12it/s, loss=0.120, pair=21.984, adv=3.420, sprd=0.0
Ep 005/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.78it/s, loss=0.120, pair=21.984, adv=3.420, sprd=0.0
Ep 005/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.78it/s, loss=0.102, pair=17.484, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.16it/s, loss=0.102, pair=17.484, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.16it/s, loss=0.102, pair=2.637, adv=3.404, sprd=0.00
Ep 005/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:59,  5.72it/s, loss=0.102, pair=2.637, adv=3.404, sprd=0.00
Ep 005/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:59,  5.72it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:55,  6.10it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  24%|▏| 106/444 [00:18<00:55,  6.10it/s, loss=0.109, pair=26.406, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:58,  5.72it/s, loss=0.109, pair=26.406, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:58,  5.72it/s, loss=0.112, pair=6.621, adv=3.419, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:55,  6.09it/s, loss=0.112, pair=6.621, adv=3.419, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:55,  6.09it/s, loss=0.524, pair=10.359, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.80it/s, loss=0.524, pair=10.359, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.80it/s, loss=0.118, pair=1.606, adv=3.436, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:54,  6.18it/s, loss=0.118, pair=1.606, adv=3.436, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:54,  6.18it/s, loss=0.186, pair=33.312, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:58,  5.68it/s, loss=0.186, pair=33.312, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:58,  5.68it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:54,  6.09it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▎| 112/444 [00:19<00:54,  6.09it/s, loss=0.206, pair=16.297, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<01:00,  5.52it/s, loss=0.206, pair=16.297, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<01:00,  5.52it/s, loss=0.186, pair=7.762, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:55,  5.91it/s, loss=0.186, pair=7.762, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:55,  5.91it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:57,  5.72it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:57,  5.72it/s, loss=0.098, pair=6.449, adv=3.409, sprd=0.00
Ep 005/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:53,  6.09it/s, loss=0.098, pair=6.449, adv=3.409, sprd=0.00
Ep 005/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:53,  6.09it/s, loss=0.116, pair=25.812, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.76it/s, loss=0.116, pair=25.812, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.76it/s, loss=0.123, pair=31.672, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:53,  6.15it/s, loss=0.123, pair=31.672, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:53,  6.15it/s, loss=0.149, pair=3.199, adv=3.395, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:55,  5.91it/s, loss=0.149, pair=3.199, adv=3.395, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:55,  5.91it/s, loss=0.094, pair=17.844, adv=3.420, sprd=0.0
Ep 005/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:51,  6.27it/s, loss=0.094, pair=17.844, adv=3.420, sprd=0.0
Ep 005/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:51,  6.27it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:56,  5.72it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:56,  5.72it/s, loss=0.120, pair=0.622, adv=3.425, sprd=0.00
Ep 005/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:52,  6.10it/s, loss=0.120, pair=0.622, adv=3.425, sprd=0.00
Ep 005/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:52,  6.10it/s, loss=0.274, pair=43.438, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:56,  5.66it/s, loss=0.274, pair=43.438, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:56,  5.66it/s, loss=0.113, pair=36.750, adv=3.448, sprd=0.0
Ep 005/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:52,  6.07it/s, loss=0.113, pair=36.750, adv=3.448, sprd=0.0
Ep 005/60 [S1:deg_only]:  28%|▎| 124/444 [00:21<00:52,  6.07it/s, loss=0.097, pair=16.422, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:56,  5.67it/s, loss=0.097, pair=16.422, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:56,  5.67it/s, loss=0.107, pair=4.875, adv=3.422, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:52,  6.08it/s, loss=0.107, pair=4.875, adv=3.422, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:52,  6.08it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.77it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.77it/s, loss=0.098, pair=6.230, adv=3.420, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.14it/s, loss=0.098, pair=6.230, adv=3.420, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.14it/s, loss=0.366, pair=13.266, adv=3.426, sprd=0.0
Ep 005/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.77it/s, loss=0.366, pair=13.266, adv=3.426, sprd=0.0
Ep 005/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.77it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:50,  6.16it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 130/444 [00:22<00:50,  6.16it/s, loss=0.110, pair=27.688, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:54,  5.78it/s, loss=0.110, pair=27.688, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:54,  5.78it/s, loss=0.098, pair=17.750, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.16it/s, loss=0.098, pair=17.750, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.16it/s, loss=0.186, pair=3.949, adv=3.424, sprd=0.00
Ep 005/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:54,  5.72it/s, loss=0.186, pair=3.949, adv=3.424, sprd=0.00
Ep 005/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:54,  5.72it/s, loss=0.146, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.12it/s, loss=0.146, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.12it/s, loss=0.134, pair=2.699, adv=3.447, sprd=0.00
Ep 005/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:53,  5.82it/s, loss=0.134, pair=2.699, adv=3.447, sprd=0.00
Ep 005/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:53,  5.82it/s, loss=0.180, pair=18.234, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:50,  6.16it/s, loss=0.180, pair=18.234, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 136/444 [00:23<00:50,  6.16it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:53,  5.78it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:53,  5.78it/s, loss=0.086, pair=4.246, adv=3.403, sprd=0.00
Ep 005/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:49,  6.13it/s, loss=0.086, pair=4.246, adv=3.403, sprd=0.00
Ep 005/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:49,  6.13it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:52,  5.80it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:52,  5.80it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.17it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.17it/s, loss=0.224, pair=12.703, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:52,  5.78it/s, loss=0.224, pair=12.703, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 141/444 [00:24<00:52,  5.78it/s, loss=0.086, pair=16.766, adv=3.431, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:49,  6.16it/s, loss=0.086, pair=16.766, adv=3.431, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:49,  6.16it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:51,  5.87it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:51,  5.87it/s, loss=0.111, pair=0.794, adv=3.385, sprd=0.00
Ep 005/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:48,  6.22it/s, loss=0.111, pair=0.794, adv=3.385, sprd=0.00
Ep 005/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:48,  6.22it/s, loss=0.144, pair=15.625, adv=3.424, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.78it/s, loss=0.144, pair=15.625, adv=3.424, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.78it/s, loss=0.087, pair=33.500, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.15it/s, loss=0.087, pair=33.500, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.15it/s, loss=0.163, pair=19.641, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:53,  5.60it/s, loss=0.163, pair=19.641, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 147/444 [00:25<00:53,  5.60it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:49,  6.03it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:49,  6.03it/s, loss=0.177, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:51,  5.77it/s, loss=0.177, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:51,  5.77it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.17it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.17it/s, loss=0.156, pair=18.797, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.81it/s, loss=0.156, pair=18.797, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.81it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.20it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.20it/s, loss=0.110, pair=22.000, adv=3.432, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.78it/s, loss=0.110, pair=22.000, adv=3.432, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 153/444 [00:26<00:50,  5.78it/s, loss=0.091, pair=26.031, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:47,  6.16it/s, loss=0.091, pair=26.031, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:47,  6.16it/s, loss=0.115, pair=34.875, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:49,  5.82it/s, loss=0.115, pair=34.875, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:49,  5.82it/s, loss=0.079, pair=19.734, adv=3.424, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:46,  6.18it/s, loss=0.079, pair=19.734, adv=3.424, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:46,  6.18it/s, loss=0.239, pair=3.199, adv=3.382, sprd=0.01
Ep 005/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:50,  5.69it/s, loss=0.239, pair=3.199, adv=3.382, sprd=0.01
Ep 005/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:50,  5.69it/s, loss=0.082, pair=10.953, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:47,  6.05it/s, loss=0.082, pair=10.953, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:47,  6.05it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:49,  5.80it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  36%|▎| 159/444 [00:27<00:49,  5.80it/s, loss=0.115, pair=22.625, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:46,  6.15it/s, loss=0.115, pair=22.625, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:46,  6.15it/s, loss=0.268, pair=22.625, adv=3.431, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:49,  5.77it/s, loss=0.268, pair=22.625, adv=3.431, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:49,  5.77it/s, loss=0.080, pair=0.387, adv=3.423, sprd=0.00
Ep 005/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:46,  6.12it/s, loss=0.080, pair=0.387, adv=3.423, sprd=0.00
Ep 005/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:46,  6.12it/s, loss=0.370, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.75it/s, loss=0.370, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.75it/s, loss=0.084, pair=0.000, adv=3.409, sprd=0.01
Ep 005/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.12it/s, loss=0.084, pair=0.000, adv=3.409, sprd=0.01
Ep 005/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.12it/s, loss=0.129, pair=10.711, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:48,  5.74it/s, loss=0.129, pair=10.711, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 165/444 [00:28<00:48,  5.74it/s, loss=0.091, pair=20.047, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:45,  6.14it/s, loss=0.091, pair=20.047, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:45,  6.14it/s, loss=0.100, pair=0.000, adv=3.452, sprd=0.01
Ep 005/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:47,  5.85it/s, loss=0.100, pair=0.000, adv=3.452, sprd=0.01
Ep 005/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:47,  5.85it/s, loss=0.097, pair=19.438, adv=3.465, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.22it/s, loss=0.097, pair=19.438, adv=3.465, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.22it/s, loss=0.235, pair=31.859, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:48,  5.71it/s, loss=0.235, pair=31.859, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:48,  5.71it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.11it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.11it/s, loss=0.110, pair=39.719, adv=3.432, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:48,  5.60it/s, loss=0.110, pair=39.719, adv=3.432, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 171/444 [00:29<00:48,  5.60it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:45,  6.04it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:45,  6.04it/s, loss=0.116, pair=4.215, adv=3.451, sprd=0.00
Ep 005/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.79it/s, loss=0.116, pair=4.215, adv=3.451, sprd=0.00
Ep 005/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.79it/s, loss=0.228, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.19it/s, loss=0.228, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.19it/s, loss=0.128, pair=11.703, adv=3.416, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:47,  5.68it/s, loss=0.128, pair=11.703, adv=3.416, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:47,  5.68it/s, loss=0.126, pair=16.938, adv=3.464, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:44,  6.06it/s, loss=0.126, pair=16.938, adv=3.464, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:44,  6.06it/s, loss=0.105, pair=0.700, adv=3.430, sprd=0.00
Ep 005/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:46,  5.80it/s, loss=0.105, pair=0.700, adv=3.430, sprd=0.00
Ep 005/60 [S1:deg_only]:  40%|▍| 177/444 [00:30<00:46,  5.80it/s, loss=0.096, pair=6.777, adv=3.396, sprd=0.00
Ep 005/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:43,  6.16it/s, loss=0.096, pair=6.777, adv=3.396, sprd=0.00
Ep 005/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:43,  6.16it/s, loss=0.209, pair=14.672, adv=3.433, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:45,  5.87it/s, loss=0.209, pair=14.672, adv=3.433, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:45,  5.87it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.23it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.23it/s, loss=0.204, pair=33.000, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:44,  5.91it/s, loss=0.204, pair=33.000, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:44,  5.91it/s, loss=0.096, pair=2.418, adv=3.452, sprd=0.00
Ep 005/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.25it/s, loss=0.096, pair=2.418, adv=3.452, sprd=0.00
Ep 005/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.25it/s, loss=0.084, pair=0.497, adv=3.432, sprd=0.00
Ep 005/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.91it/s, loss=0.084, pair=0.497, adv=3.432, sprd=0.00
Ep 005/60 [S1:deg_only]:  41%|▍| 183/444 [00:31<00:44,  5.91it/s, loss=0.097, pair=17.938, adv=3.431, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:41,  6.26it/s, loss=0.097, pair=17.938, adv=3.431, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:41,  6.26it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.82it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.82it/s, loss=0.149, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.21it/s, loss=0.149, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.21it/s, loss=0.136, pair=16.484, adv=3.434, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.84it/s, loss=0.136, pair=16.484, adv=3.434, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.84it/s, loss=0.110, pair=6.422, adv=3.419, sprd=0.00
Ep 005/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:41,  6.21it/s, loss=0.110, pair=6.422, adv=3.419, sprd=0.00
Ep 005/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:41,  6.21it/s, loss=0.147, pair=35.219, adv=3.429, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:44,  5.73it/s, loss=0.147, pair=35.219, adv=3.429, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 189/444 [00:32<00:44,  5.73it/s, loss=0.088, pair=19.203, adv=3.437, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 190/444 [00:32<00:41,  6.13it/s, loss=0.088, pair=19.203, adv=3.437, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 190/444 [00:32<00:41,  6.13it/s, loss=0.109, pair=4.512, adv=3.438, sprd=0.00
Ep 005/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:43,  5.84it/s, loss=0.109, pair=4.512, adv=3.438, sprd=0.00
Ep 005/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:43,  5.84it/s, loss=0.075, pair=26.719, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:40,  6.22it/s, loss=0.075, pair=26.719, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:40,  6.22it/s, loss=0.180, pair=26.031, adv=3.438, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.85it/s, loss=0.180, pair=26.031, adv=3.438, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.85it/s, loss=0.082, pair=25.891, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:40,  6.22it/s, loss=0.082, pair=25.891, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:40,  6.22it/s, loss=0.167, pair=28.625, adv=3.455, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:43,  5.73it/s, loss=0.167, pair=28.625, adv=3.455, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 195/444 [00:33<00:43,  5.73it/s, loss=0.126, pair=34.625, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 196/444 [00:33<00:40,  6.10it/s, loss=0.126, pair=34.625, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 196/444 [00:33<00:40,  6.10it/s, loss=0.321, pair=40.688, adv=3.424, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:43,  5.72it/s, loss=0.321, pair=40.688, adv=3.424, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:43,  5.72it/s, loss=0.086, pair=4.121, adv=3.432, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:40,  6.09it/s, loss=0.086, pair=4.121, adv=3.432, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:40,  6.09it/s, loss=0.149, pair=11.141, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:43,  5.61it/s, loss=0.149, pair=11.141, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:43,  5.61it/s, loss=0.091, pair=8.797, adv=3.416, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:40,  6.03it/s, loss=0.091, pair=8.797, adv=3.416, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:40,  6.03it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:43,  5.65it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 201/444 [00:34<00:43,  5.65it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 202/444 [00:34<00:39,  6.06it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  45%|▍| 202/444 [00:34<00:39,  6.06it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:42,  5.65it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:42,  5.65it/s, loss=0.140, pair=8.141, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:39,  6.06it/s, loss=0.140, pair=8.141, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:39,  6.06it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.74it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.74it/s, loss=0.094, pair=4.699, adv=3.424, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:39,  6.10it/s, loss=0.094, pair=4.699, adv=3.424, sprd=0.00
Ep 005/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:39,  6.10it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:41,  5.72it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  47%|▍| 207/444 [00:35<00:41,  5.72it/s, loss=0.070, pair=19.891, adv=3.476, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 208/444 [00:35<00:38,  6.13it/s, loss=0.070, pair=19.891, adv=3.476, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 208/444 [00:35<00:38,  6.13it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:41,  5.66it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.01
Ep 005/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:41,  5.66it/s, loss=0.097, pair=0.466, adv=3.436, sprd=0.00
Ep 005/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:38,  6.06it/s, loss=0.097, pair=0.466, adv=3.436, sprd=0.00
Ep 005/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:38,  6.06it/s, loss=0.100, pair=1.419, adv=3.427, sprd=0.00
Ep 005/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:40,  5.73it/s, loss=0.100, pair=1.419, adv=3.427, sprd=0.00
Ep 005/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:40,  5.73it/s, loss=0.078, pair=14.578, adv=3.435, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.12it/s, loss=0.078, pair=14.578, adv=3.435, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.12it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.81it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  48%|▍| 213/444 [00:36<00:39,  5.81it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  48%|▍| 214/444 [00:36<00:37,  6.20it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  48%|▍| 214/444 [00:36<00:37,  6.20it/s, loss=0.362, pair=24.109, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:39,  5.85it/s, loss=0.362, pair=24.109, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:39,  5.85it/s, loss=0.091, pair=39.531, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:36,  6.22it/s, loss=0.091, pair=39.531, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:36,  6.22it/s, loss=0.086, pair=12.000, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:39,  5.75it/s, loss=0.086, pair=12.000, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:39,  5.75it/s, loss=0.085, pair=32.375, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:36,  6.15it/s, loss=0.085, pair=32.375, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:36,  6.15it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:38,  5.82it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  49%|▍| 219/444 [00:37<00:38,  5.82it/s, loss=0.069, pair=17.656, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 220/444 [00:37<00:36,  6.19it/s, loss=0.069, pair=17.656, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 220/444 [00:37<00:36,  6.19it/s, loss=0.095, pair=28.641, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.84it/s, loss=0.095, pair=28.641, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.84it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.23it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.23it/s, loss=0.115, pair=11.422, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:37,  5.93it/s, loss=0.115, pair=11.422, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:37,  5.93it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.28it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.28it/s, loss=0.101, pair=5.605, adv=3.430, sprd=0.00
Ep 005/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:37,  5.81it/s, loss=0.101, pair=5.605, adv=3.430, sprd=0.00
Ep 005/60 [S1:deg_only]:  51%|▌| 225/444 [00:38<00:37,  5.81it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  51%|▌| 226/444 [00:38<00:35,  6.20it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  51%|▌| 226/444 [00:38<00:35,  6.20it/s, loss=0.117, pair=21.188, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.82it/s, loss=0.117, pair=21.188, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.82it/s, loss=0.077, pair=4.543, adv=3.428, sprd=0.00
Ep 005/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.20it/s, loss=0.077, pair=4.543, adv=3.428, sprd=0.00
Ep 005/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.20it/s, loss=0.220, pair=5.715, adv=3.445, sprd=0.00
Ep 005/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.72it/s, loss=0.220, pair=5.715, adv=3.445, sprd=0.00
Ep 005/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.72it/s, loss=0.088, pair=31.484, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.12it/s, loss=0.088, pair=31.484, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.12it/s, loss=0.155, pair=3.941, adv=3.413, sprd=0.00
Ep 005/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:37,  5.64it/s, loss=0.155, pair=3.941, adv=3.413, sprd=0.00
Ep 005/60 [S1:deg_only]:  52%|▌| 231/444 [00:39<00:37,  5.64it/s, loss=0.182, pair=15.109, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 232/444 [00:39<00:35,  6.02it/s, loss=0.182, pair=15.109, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 232/444 [00:39<00:35,  6.02it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:36,  5.80it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:36,  5.80it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:33,  6.20it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:33,  6.20it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.81it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.81it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.19it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.19it/s, loss=0.095, pair=14.531, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:35,  5.78it/s, loss=0.095, pair=14.531, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 237/444 [00:40<00:35,  5.78it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  54%|▌| 238/444 [00:40<00:33,  6.15it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  54%|▌| 238/444 [00:40<00:33,  6.15it/s, loss=0.280, pair=13.953, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.73it/s, loss=0.280, pair=13.953, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.73it/s, loss=0.069, pair=23.500, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:33,  6.14it/s, loss=0.069, pair=23.500, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:33,  6.14it/s, loss=0.311, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:35,  5.74it/s, loss=0.311, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:35,  5.74it/s, loss=0.088, pair=17.234, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:33,  6.11it/s, loss=0.088, pair=17.234, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:33,  6.11it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:34,  5.84it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  55%|▌| 243/444 [00:41<00:34,  5.84it/s, loss=0.117, pair=15.391, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 244/444 [00:41<00:32,  6.20it/s, loss=0.117, pair=15.391, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 244/444 [00:41<00:32,  6.20it/s, loss=0.415, pair=6.887, adv=3.421, sprd=0.00
Ep 005/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:34,  5.76it/s, loss=0.415, pair=6.887, adv=3.421, sprd=0.00
Ep 005/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:34,  5.76it/s, loss=0.077, pair=0.091, adv=3.396, sprd=0.00
Ep 005/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.16it/s, loss=0.077, pair=0.091, adv=3.396, sprd=0.00
Ep 005/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.16it/s, loss=0.199, pair=0.044, adv=3.416, sprd=0.00
Ep 005/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.70it/s, loss=0.199, pair=0.044, adv=3.416, sprd=0.00
Ep 005/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.70it/s, loss=0.095, pair=17.094, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.09it/s, loss=0.095, pair=17.094, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 248/444 [00:42<00:32,  6.09it/s, loss=0.141, pair=24.109, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 249/444 [00:42<00:33,  5.82it/s, loss=0.141, pair=24.109, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 249/444 [00:42<00:33,  5.82it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  56%|▌| 250/444 [00:42<00:31,  6.19it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  56%|▌| 250/444 [00:42<00:31,  6.19it/s, loss=0.156, pair=20.922, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.71it/s, loss=0.156, pair=20.922, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.71it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.09it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.09it/s, loss=0.275, pair=0.000, adv=3.461, sprd=0.00
Ep 005/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.87it/s, loss=0.275, pair=0.000, adv=3.461, sprd=0.00
Ep 005/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.87it/s, loss=0.077, pair=12.047, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.21it/s, loss=0.077, pair=12.047, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 254/444 [00:43<00:30,  6.21it/s, loss=0.214, pair=7.188, adv=3.385, sprd=0.00
Ep 005/60 [S1:deg_only]:  57%|▌| 255/444 [00:43<00:32,  5.79it/s, loss=0.214, pair=7.188, adv=3.385, sprd=0.00
Ep 005/60 [S1:deg_only]:  57%|▌| 255/444 [00:43<00:32,  5.79it/s, loss=0.084, pair=36.625, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.17it/s, loss=0.084, pair=36.625, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.17it/s, loss=0.094, pair=12.094, adv=3.450, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:31,  5.86it/s, loss=0.094, pair=12.094, adv=3.450, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:31,  5.86it/s, loss=0.073, pair=13.438, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:29,  6.21it/s, loss=0.073, pair=13.438, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:29,  6.21it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:32,  5.64it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:32,  5.64it/s, loss=0.069, pair=24.469, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:30,  6.05it/s, loss=0.069, pair=24.469, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 260/444 [00:44<00:30,  6.05it/s, loss=0.092, pair=24.906, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 261/444 [00:44<00:32,  5.71it/s, loss=0.092, pair=24.906, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 261/444 [00:44<00:32,  5.71it/s, loss=0.092, pair=9.523, adv=3.385, sprd=0.00
Ep 005/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:29,  6.11it/s, loss=0.092, pair=9.523, adv=3.385, sprd=0.00
Ep 005/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:29,  6.11it/s, loss=0.091, pair=31.000, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.74it/s, loss=0.091, pair=31.000, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.74it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.14it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.14it/s, loss=0.143, pair=9.781, adv=3.414, sprd=0.00
Ep 005/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.78it/s, loss=0.143, pair=9.781, adv=3.414, sprd=0.00
Ep 005/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.78it/s, loss=0.120, pair=33.406, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:28,  6.16it/s, loss=0.120, pair=33.406, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 266/444 [00:45<00:28,  6.16it/s, loss=0.169, pair=42.500, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 267/444 [00:45<00:30,  5.74it/s, loss=0.169, pair=42.500, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 267/444 [00:45<00:30,  5.74it/s, loss=0.070, pair=8.539, adv=3.410, sprd=0.00
Ep 005/60 [S1:deg_only]:  60%|▌| 268/444 [00:45<00:28,  6.13it/s, loss=0.070, pair=8.539, adv=3.410, sprd=0.00
Ep 005/60 [S1:deg_only]:  60%|▌| 268/444 [00:45<00:28,  6.13it/s, loss=0.106, pair=19.406, adv=3.408, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:31,  5.63it/s, loss=0.106, pair=19.406, adv=3.408, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:31,  5.63it/s, loss=0.104, pair=9.766, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:28,  6.02it/s, loss=0.104, pair=9.766, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:28,  6.02it/s, loss=0.089, pair=44.875, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:30,  5.73it/s, loss=0.089, pair=44.875, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:30,  5.73it/s, loss=0.076, pair=8.297, adv=3.375, sprd=0.00
Ep 005/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:28,  6.10it/s, loss=0.076, pair=8.297, adv=3.375, sprd=0.00
Ep 005/60 [S1:deg_only]:  61%|▌| 272/444 [00:46<00:28,  6.10it/s, loss=0.079, pair=20.625, adv=3.435, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 273/444 [00:46<00:29,  5.75it/s, loss=0.079, pair=20.625, adv=3.435, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 273/444 [00:46<00:29,  5.75it/s, loss=0.064, pair=2.371, adv=3.387, sprd=0.00
Ep 005/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:27,  6.15it/s, loss=0.064, pair=2.371, adv=3.387, sprd=0.00
Ep 005/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:27,  6.15it/s, loss=0.416, pair=12.562, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.80it/s, loss=0.416, pair=12.562, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.80it/s, loss=0.090, pair=32.844, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.15it/s, loss=0.090, pair=32.844, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.15it/s, loss=0.121, pair=14.375, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:29,  5.68it/s, loss=0.121, pair=14.375, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:29,  5.68it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:27,  6.06it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  63%|▋| 278/444 [00:47<00:27,  6.06it/s, loss=0.110, pair=2.199, adv=3.418, sprd=0.00
Ep 005/60 [S1:deg_only]:  63%|▋| 279/444 [00:47<00:29,  5.60it/s, loss=0.110, pair=2.199, adv=3.418, sprd=0.00
Ep 005/60 [S1:deg_only]:  63%|▋| 279/444 [00:47<00:29,  5.60it/s, loss=0.082, pair=20.859, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:27,  6.00it/s, loss=0.082, pair=20.859, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:27,  6.00it/s, loss=0.099, pair=24.156, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:29,  5.61it/s, loss=0.099, pair=24.156, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:29,  5.61it/s, loss=0.086, pair=0.888, adv=3.393, sprd=0.00
Ep 005/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:27,  5.98it/s, loss=0.086, pair=0.888, adv=3.393, sprd=0.00
Ep 005/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:27,  5.98it/s, loss=0.150, pair=21.688, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:28,  5.57it/s, loss=0.150, pair=21.688, adv=3.392, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:28,  5.57it/s, loss=0.075, pair=21.031, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:26,  5.98it/s, loss=0.075, pair=21.031, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 284/444 [00:48<00:26,  5.98it/s, loss=0.198, pair=3.293, adv=3.367, sprd=0.00
Ep 005/60 [S1:deg_only]:  64%|▋| 285/444 [00:48<00:28,  5.66it/s, loss=0.198, pair=3.293, adv=3.367, sprd=0.00
Ep 005/60 [S1:deg_only]:  64%|▋| 285/444 [00:48<00:28,  5.66it/s, loss=0.089, pair=40.500, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:26,  6.06it/s, loss=0.089, pair=40.500, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:26,  6.06it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.73it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.73it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.14it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.14it/s, loss=0.108, pair=0.325, adv=3.378, sprd=0.00
Ep 005/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.84it/s, loss=0.108, pair=0.325, adv=3.378, sprd=0.00
Ep 005/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.84it/s, loss=0.099, pair=17.750, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:24,  6.21it/s, loss=0.099, pair=17.750, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 290/444 [00:49<00:24,  6.21it/s, loss=0.255, pair=33.500, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 291/444 [00:49<00:25,  5.93it/s, loss=0.255, pair=33.500, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 291/444 [00:49<00:25,  5.93it/s, loss=0.222, pair=20.047, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:24,  6.28it/s, loss=0.222, pair=20.047, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:24,  6.28it/s, loss=0.099, pair=5.637, adv=3.441, sprd=0.00
Ep 005/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.91it/s, loss=0.099, pair=5.637, adv=3.441, sprd=0.00
Ep 005/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.91it/s, loss=0.082, pair=24.484, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:23,  6.25it/s, loss=0.082, pair=24.484, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:23,  6.25it/s, loss=0.097, pair=26.422, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.91it/s, loss=0.097, pair=26.422, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.91it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:23,  6.27it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  67%|▋| 296/444 [00:50<00:23,  6.27it/s, loss=0.141, pair=22.109, adv=3.455, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 297/444 [00:50<00:24,  5.99it/s, loss=0.141, pair=22.109, adv=3.455, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 297/444 [00:50<00:24,  5.99it/s, loss=0.101, pair=26.750, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.34it/s, loss=0.101, pair=26.750, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.34it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.85it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.85it/s, loss=0.134, pair=32.375, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.22it/s, loss=0.134, pair=32.375, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.22it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:25,  5.65it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:25,  5.65it/s, loss=0.104, pair=7.191, adv=3.444, sprd=0.00
Ep 005/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:23,  6.06it/s, loss=0.104, pair=7.191, adv=3.444, sprd=0.00
Ep 005/60 [S1:deg_only]:  68%|▋| 302/444 [00:51<00:23,  6.06it/s, loss=0.230, pair=29.828, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 303/444 [00:51<00:24,  5.72it/s, loss=0.230, pair=29.828, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 303/444 [00:51<00:24,  5.72it/s, loss=0.200, pair=16.891, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.12it/s, loss=0.200, pair=16.891, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.12it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:24,  5.74it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:24,  5.74it/s, loss=0.450, pair=15.719, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.12it/s, loss=0.450, pair=15.719, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.12it/s, loss=0.187, pair=45.438, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.73it/s, loss=0.187, pair=45.438, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.73it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:22,  6.14it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  69%|▋| 308/444 [00:52<00:22,  6.14it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  70%|▋| 309/444 [00:52<00:23,  5.70it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  70%|▋| 309/444 [00:52<00:23,  5.70it/s, loss=0.075, pair=5.887, adv=3.419, sprd=0.00
Ep 005/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:22,  6.08it/s, loss=0.075, pair=5.887, adv=3.419, sprd=0.00
Ep 005/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:22,  6.08it/s, loss=0.179, pair=30.562, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:23,  5.65it/s, loss=0.179, pair=30.562, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:23,  5.65it/s, loss=0.071, pair=16.016, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.06it/s, loss=0.071, pair=16.016, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.06it/s, loss=0.150, pair=25.438, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:23,  5.63it/s, loss=0.150, pair=25.438, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:23,  5.63it/s, loss=0.129, pair=28.172, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:21,  6.04it/s, loss=0.129, pair=28.172, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 314/444 [00:53<00:21,  6.04it/s, loss=0.138, pair=22.344, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 315/444 [00:53<00:22,  5.74it/s, loss=0.138, pair=22.344, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 315/444 [00:53<00:22,  5.74it/s, loss=0.065, pair=31.469, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.15it/s, loss=0.065, pair=31.469, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.15it/s, loss=0.110, pair=26.984, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.69it/s, loss=0.110, pair=26.984, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.69it/s, loss=0.101, pair=25.188, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.10it/s, loss=0.101, pair=25.188, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.10it/s, loss=0.087, pair=5.949, adv=3.421, sprd=0.00
Ep 005/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.72it/s, loss=0.087, pair=5.949, adv=3.421, sprd=0.00
Ep 005/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.72it/s, loss=0.215, pair=9.719, adv=3.389, sprd=0.00
Ep 005/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:20,  6.12it/s, loss=0.215, pair=9.719, adv=3.389, sprd=0.00
Ep 005/60 [S1:deg_only]:  72%|▋| 320/444 [00:54<00:20,  6.12it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  72%|▋| 321/444 [00:54<00:22,  5.58it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  72%|▋| 321/444 [00:54<00:22,  5.58it/s, loss=0.069, pair=12.047, adv=3.438, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 322/444 [00:54<00:20,  5.99it/s, loss=0.069, pair=12.047, adv=3.438, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 322/444 [00:54<00:20,  5.99it/s, loss=0.171, pair=3.699, adv=3.407, sprd=0.00
Ep 005/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:21,  5.63it/s, loss=0.171, pair=3.699, adv=3.407, sprd=0.00
Ep 005/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:21,  5.63it/s, loss=0.068, pair=0.012, adv=3.380, sprd=0.00
Ep 005/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.03it/s, loss=0.068, pair=0.012, adv=3.380, sprd=0.00
Ep 005/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.03it/s, loss=0.100, pair=12.406, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:21,  5.63it/s, loss=0.100, pair=12.406, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:21,  5.63it/s, loss=0.120, pair=41.250, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:19,  6.04it/s, loss=0.120, pair=41.250, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 326/444 [00:55<00:19,  6.04it/s, loss=0.097, pair=10.234, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 327/444 [00:55<00:20,  5.71it/s, loss=0.097, pair=10.234, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 327/444 [00:55<00:20,  5.71it/s, loss=0.083, pair=10.586, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:19,  6.10it/s, loss=0.083, pair=10.586, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:19,  6.10it/s, loss=0.230, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.76it/s, loss=0.230, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.76it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.16it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.16it/s, loss=0.093, pair=22.297, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.73it/s, loss=0.093, pair=22.297, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.73it/s, loss=0.064, pair=2.434, adv=3.416, sprd=0.00
Ep 005/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:18,  6.11it/s, loss=0.064, pair=2.434, adv=3.416, sprd=0.00
Ep 005/60 [S1:deg_only]:  75%|▋| 332/444 [00:56<00:18,  6.11it/s, loss=0.290, pair=21.172, adv=3.440, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 333/444 [00:56<00:19,  5.80it/s, loss=0.290, pair=21.172, adv=3.440, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 333/444 [00:56<00:19,  5.80it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:17,  6.19it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:17,  6.19it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.85it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.85it/s, loss=0.082, pair=2.293, adv=3.405, sprd=0.00
Ep 005/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.22it/s, loss=0.082, pair=2.293, adv=3.405, sprd=0.00
Ep 005/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.22it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:18,  5.72it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  76%|▊| 337/444 [00:57<00:18,  5.72it/s, loss=0.062, pair=19.391, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 338/444 [00:57<00:17,  6.10it/s, loss=0.062, pair=19.391, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 338/444 [00:57<00:17,  6.10it/s, loss=0.381, pair=24.531, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 339/444 [00:57<00:18,  5.77it/s, loss=0.381, pair=24.531, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 339/444 [00:57<00:18,  5.77it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:16,  6.18it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:16,  6.18it/s, loss=0.093, pair=22.359, adv=3.432, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.94it/s, loss=0.093, pair=22.359, adv=3.432, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.94it/s, loss=0.073, pair=0.137, adv=3.404, sprd=0.00
Ep 005/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.30it/s, loss=0.073, pair=0.137, adv=3.404, sprd=0.00
Ep 005/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.30it/s, loss=0.232, pair=2.926, adv=3.379, sprd=0.00
Ep 005/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.92it/s, loss=0.232, pair=2.926, adv=3.379, sprd=0.00
Ep 005/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.92it/s, loss=0.201, pair=10.789, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:15,  6.27it/s, loss=0.201, pair=10.789, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 344/444 [00:58<00:15,  6.27it/s, loss=0.096, pair=18.594, adv=3.430, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 345/444 [00:58<00:17,  5.69it/s, loss=0.096, pair=18.594, adv=3.430, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 345/444 [00:58<00:17,  5.69it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:16,  6.10it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:16,  6.10it/s, loss=0.105, pair=14.359, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.83it/s, loss=0.105, pair=14.359, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.83it/s, loss=0.069, pair=41.062, adv=3.448, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.18it/s, loss=0.069, pair=41.062, adv=3.448, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.18it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.87it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.87it/s, loss=0.101, pair=3.668, adv=3.437, sprd=0.00
Ep 005/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.23it/s, loss=0.101, pair=3.668, adv=3.437, sprd=0.00
Ep 005/60 [S1:deg_only]:  79%|▊| 350/444 [00:59<00:15,  6.23it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  79%|▊| 351/444 [00:59<00:15,  5.94it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  79%|▊| 351/444 [00:59<00:15,  5.94it/s, loss=0.077, pair=14.500, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.30it/s, loss=0.077, pair=14.500, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.30it/s, loss=0.115, pair=21.172, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.78it/s, loss=0.115, pair=21.172, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.78it/s, loss=0.096, pair=33.781, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.16it/s, loss=0.096, pair=33.781, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.16it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.91it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.91it/s, loss=0.087, pair=16.578, adv=3.417, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.25it/s, loss=0.087, pair=16.578, adv=3.417, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 356/444 [01:00<00:14,  6.25it/s, loss=0.191, pair=44.812, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 357/444 [01:00<00:14,  5.81it/s, loss=0.191, pair=44.812, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 357/444 [01:00<00:14,  5.81it/s, loss=0.067, pair=0.294, adv=3.408, sprd=0.00
Ep 005/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:13,  6.18it/s, loss=0.067, pair=0.294, adv=3.408, sprd=0.00
Ep 005/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:13,  6.18it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.89it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.89it/s, loss=0.067, pair=39.812, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.26it/s, loss=0.067, pair=39.812, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.26it/s, loss=0.083, pair=28.891, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.64it/s, loss=0.083, pair=28.891, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 361/444 [01:01<00:14,  5.64it/s, loss=0.084, pair=40.562, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 362/444 [01:01<00:13,  6.02it/s, loss=0.084, pair=40.562, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 362/444 [01:01<00:13,  6.02it/s, loss=0.106, pair=21.297, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 363/444 [01:01<00:14,  5.56it/s, loss=0.106, pair=21.297, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 363/444 [01:01<00:14,  5.56it/s, loss=0.060, pair=21.391, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:13,  5.98it/s, loss=0.060, pair=21.391, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:13,  5.98it/s, loss=0.306, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:14,  5.60it/s, loss=0.306, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:14,  5.60it/s, loss=0.060, pair=0.000, adv=3.403, sprd=0.00
Ep 005/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:13,  5.99it/s, loss=0.060, pair=0.000, adv=3.403, sprd=0.00
Ep 005/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:13,  5.99it/s, loss=0.479, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.66it/s, loss=0.479, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  83%|▊| 367/444 [01:02<00:13,  5.66it/s, loss=0.060, pair=11.812, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 368/444 [01:02<00:12,  6.05it/s, loss=0.060, pair=11.812, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 368/444 [01:02<00:12,  6.05it/s, loss=0.099, pair=15.305, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 369/444 [01:02<00:12,  5.84it/s, loss=0.099, pair=15.305, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 369/444 [01:02<00:12,  5.84it/s, loss=0.076, pair=20.000, adv=3.420, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:11,  6.21it/s, loss=0.076, pair=20.000, adv=3.420, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:11,  6.21it/s, loss=1.209, pair=16.375, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.90it/s, loss=1.209, pair=16.375, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.90it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.26it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.26it/s, loss=0.099, pair=22.141, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.84it/s, loss=0.099, pair=22.141, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 373/444 [01:03<00:12,  5.84it/s, loss=0.266, pair=26.969, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 374/444 [01:03<00:11,  6.19it/s, loss=0.266, pair=26.969, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 374/444 [01:03<00:11,  6.19it/s, loss=0.080, pair=3.605, adv=3.412, sprd=0.00
Ep 005/60 [S1:deg_only]:  84%|▊| 375/444 [01:03<00:11,  5.89it/s, loss=0.080, pair=3.605, adv=3.412, sprd=0.00
Ep 005/60 [S1:deg_only]:  84%|▊| 375/444 [01:03<00:11,  5.89it/s, loss=0.132, pair=8.859, adv=3.395, sprd=0.00
Ep 005/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:10,  6.23it/s, loss=0.132, pair=8.859, adv=3.395, sprd=0.00
Ep 005/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:10,  6.23it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.91it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.91it/s, loss=0.074, pair=23.250, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.27it/s, loss=0.074, pair=23.250, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.27it/s, loss=0.101, pair=17.797, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.89it/s, loss=0.101, pair=17.797, adv=3.422, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 379/444 [01:04<00:11,  5.89it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 380/444 [01:04<00:10,  6.25it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 380/444 [01:04<00:10,  6.25it/s, loss=0.079, pair=5.137, adv=3.368, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 381/444 [01:04<00:10,  5.95it/s, loss=0.079, pair=5.137, adv=3.368, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 381/444 [01:04<00:10,  5.95it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:09,  6.30it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:09,  6.30it/s, loss=0.305, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.79it/s, loss=0.305, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.79it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.17it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.17it/s, loss=0.096, pair=30.016, adv=3.426, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.74it/s, loss=0.096, pair=30.016, adv=3.426, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 385/444 [01:05<00:10,  5.74it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  87%|▊| 386/444 [01:05<00:09,  6.14it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  87%|▊| 386/444 [01:05<00:09,  6.14it/s, loss=0.085, pair=8.906, adv=3.395, sprd=0.00
Ep 005/60 [S1:deg_only]:  87%|▊| 387/444 [01:05<00:09,  5.82it/s, loss=0.085, pair=8.906, adv=3.395, sprd=0.00
Ep 005/60 [S1:deg_only]:  87%|▊| 387/444 [01:05<00:09,  5.82it/s, loss=0.076, pair=16.734, adv=3.445, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:09,  6.20it/s, loss=0.076, pair=16.734, adv=3.445, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:09,  6.20it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.93it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.93it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.30it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.30it/s, loss=0.106, pair=7.754, adv=3.377, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:08,  5.89it/s, loss=0.106, pair=7.754, adv=3.377, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:08,  5.89it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.25it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 392/444 [01:06<00:08,  6.25it/s, loss=0.765, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  89%|▉| 393/444 [01:06<00:08,  5.88it/s, loss=0.765, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  89%|▉| 393/444 [01:06<00:08,  5.88it/s, loss=0.072, pair=13.953, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 394/444 [01:06<00:08,  6.23it/s, loss=0.072, pair=13.953, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 394/444 [01:06<00:08,  6.23it/s, loss=0.199, pair=1.263, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.88it/s, loss=0.199, pair=1.263, adv=3.426, sprd=0.00
Ep 005/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.88it/s, loss=0.135, pair=18.406, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.22it/s, loss=0.135, pair=18.406, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.22it/s, loss=0.096, pair=11.273, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.83it/s, loss=0.096, pair=11.273, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.83it/s, loss=0.068, pair=10.172, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.19it/s, loss=0.068, pair=10.172, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 398/444 [01:07<00:07,  6.19it/s, loss=0.116, pair=6.762, adv=3.386, sprd=0.00
Ep 005/60 [S1:deg_only]:  90%|▉| 399/444 [01:07<00:07,  5.82it/s, loss=0.116, pair=6.762, adv=3.386, sprd=0.00
Ep 005/60 [S1:deg_only]:  90%|▉| 399/444 [01:07<00:07,  5.82it/s, loss=0.082, pair=13.172, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 400/444 [01:07<00:07,  6.17it/s, loss=0.082, pair=13.172, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 400/444 [01:07<00:07,  6.17it/s, loss=0.095, pair=6.855, adv=3.391, sprd=0.00
Ep 005/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.77it/s, loss=0.095, pair=6.855, adv=3.391, sprd=0.00
Ep 005/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.77it/s, loss=0.078, pair=19.312, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.15it/s, loss=0.078, pair=19.312, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.15it/s, loss=0.103, pair=7.699, adv=3.384, sprd=0.00
Ep 005/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.82it/s, loss=0.103, pair=7.699, adv=3.384, sprd=0.00
Ep 005/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.82it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.18it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  91%|▉| 404/444 [01:08<00:06,  6.18it/s, loss=0.320, pair=16.984, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 405/444 [01:08<00:06,  5.82it/s, loss=0.320, pair=16.984, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 405/444 [01:08<00:06,  5.82it/s, loss=0.089, pair=11.875, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 406/444 [01:08<00:06,  6.19it/s, loss=0.089, pair=11.875, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 406/444 [01:08<00:06,  6.19it/s, loss=0.106, pair=18.703, adv=3.439, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.76it/s, loss=0.106, pair=18.703, adv=3.439, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.76it/s, loss=0.074, pair=18.078, adv=3.430, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.13it/s, loss=0.074, pair=18.078, adv=3.430, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.13it/s, loss=0.184, pair=9.453, adv=3.377, sprd=0.00
Ep 005/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.83it/s, loss=0.184, pair=9.453, adv=3.377, sprd=0.00
Ep 005/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.83it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.20it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  92%|▉| 410/444 [01:09<00:05,  6.20it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  93%|▉| 411/444 [01:09<00:05,  5.92it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  93%|▉| 411/444 [01:09<00:05,  5.92it/s, loss=0.079, pair=13.781, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.26it/s, loss=0.079, pair=13.781, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.26it/s, loss=0.195, pair=22.250, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.83it/s, loss=0.195, pair=22.250, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.83it/s, loss=0.253, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.20it/s, loss=0.253, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.20it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:05,  5.80it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:05,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.17it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  94%|▉| 416/444 [01:10<00:04,  6.17it/s, loss=0.113, pair=19.984, adv=3.447, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 417/444 [01:10<00:04,  5.67it/s, loss=0.113, pair=19.984, adv=3.447, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 417/444 [01:10<00:04,  5.67it/s, loss=0.085, pair=23.078, adv=3.433, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.07it/s, loss=0.085, pair=23.078, adv=3.433, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.07it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.81it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.81it/s, loss=0.065, pair=16.938, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.19it/s, loss=0.065, pair=16.938, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.19it/s, loss=0.081, pair=45.281, adv=3.472, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.91it/s, loss=0.081, pair=45.281, adv=3.472, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.91it/s, loss=0.064, pair=2.980, adv=3.352, sprd=0.00
Ep 005/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.24it/s, loss=0.064, pair=2.980, adv=3.352, sprd=0.00
Ep 005/60 [S1:deg_only]:  95%|▉| 422/444 [01:11<00:03,  6.24it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  95%|▉| 423/444 [01:11<00:03,  5.82it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  95%|▉| 423/444 [01:11<00:03,  5.82it/s, loss=0.118, pair=3.379, adv=3.427, sprd=0.00
Ep 005/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.17it/s, loss=0.118, pair=3.379, adv=3.427, sprd=0.00
Ep 005/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.17it/s, loss=0.119, pair=15.938, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.89it/s, loss=0.119, pair=15.938, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.89it/s, loss=0.114, pair=19.609, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.24it/s, loss=0.114, pair=19.609, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.24it/s, loss=0.138, pair=23.375, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.75it/s, loss=0.138, pair=23.375, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 427/444 [01:12<00:02,  5.75it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  96%|▉| 428/444 [01:12<00:02,  6.14it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  96%|▉| 428/444 [01:12<00:02,  6.14it/s, loss=0.149, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  97%|▉| 429/444 [01:12<00:02,  5.79it/s, loss=0.149, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  97%|▉| 429/444 [01:12<00:02,  5.79it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.15it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.15it/s, loss=0.102, pair=17.766, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.56it/s, loss=0.102, pair=17.766, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.56it/s, loss=0.103, pair=33.562, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:02,  5.96it/s, loss=0.103, pair=33.562, adv=3.419, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:02,  5.96it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.64it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  98%|▉| 433/444 [01:13<00:01,  5.64it/s, loss=0.086, pair=36.281, adv=3.448, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 434/444 [01:13<00:01,  6.05it/s, loss=0.086, pair=36.281, adv=3.448, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 434/444 [01:13<00:01,  6.05it/s, loss=0.093, pair=13.211, adv=3.434, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 435/444 [01:13<00:01,  5.78it/s, loss=0.093, pair=13.211, adv=3.434, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 435/444 [01:13<00:01,  5.78it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  98%|▉| 436/444 [01:13<00:01,  6.16it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]:  98%|▉| 436/444 [01:13<00:01,  6.16it/s, loss=0.531, pair=37.250, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.86it/s, loss=0.531, pair=37.250, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.86it/s, loss=0.113, pair=9.922, adv=3.404, sprd=0.00
Ep 005/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.21it/s, loss=0.113, pair=9.922, adv=3.404, sprd=0.00
Ep 005/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.21it/s, loss=0.157, pair=38.781, adv=3.429, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.90it/s, loss=0.157, pair=38.781, adv=3.429, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 439/444 [01:14<00:00,  5.90it/s, loss=0.109, pair=48.438, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 440/444 [01:14<00:00,  6.25it/s, loss=0.109, pair=48.438, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 440/444 [01:14<00:00,  6.25it/s, loss=0.100, pair=1.005, adv=3.417, sprd=0.00
Ep 005/60 [S1:deg_only]:  99%|▉| 441/444 [01:14<00:00,  5.88it/s, loss=0.100, pair=1.005, adv=3.417, sprd=0.00
Ep 005/60 [S1:deg_only]:  99%|▉| 441/444 [01:14<00:00,  5.88it/s, loss=0.087, pair=20.016, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|▉| 442/444 [01:14<00:00,  6.25it/s, loss=0.087, pair=20.016, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|▉| 442/444 [01:14<00:00,  6.25it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.97it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.97it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 005/60 [S1:deg_only]: 100%|█| 444/444 [01:14<00:00,  6.32it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
                                                                                                              
Epoch 005/60 [S1:deg_only]  loss=0.1365  mat=0.2416  sens=12.6371  pair=11.9159  adv=2.4336(rand=3.37)  deg=0.0345  orth=0.0333  spread=0.0078  q_mean=51.5  q_std=15.4  α=0.10 β=0.00 γ=1.00 λ_grl=0.322  lr=9.90e-05  75s

Ep 006/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 006/60 [S1:deg_only]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 006/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:47,  2.64it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 006/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:47,  2.64it/s, loss=0.088, pair=25.375, adv=3.441, sprd=0.004
Ep 006/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:44,  4.22it/s, loss=0.088, pair=25.375, adv=3.441, sprd=0.004
Ep 006/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:44,  4.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.006]
Ep 006/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:35,  4.64it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.006]
Ep 006/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:35,  4.64it/s, loss=0.077, pair=17.688, adv=3.447, sprd=0.005
Ep 006/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:21,  5.42it/s, loss=0.077, pair=17.688, adv=3.447, sprd=0.005
Ep 006/60 [S1:deg_only]:   1%| | 4/444 [00:01<01:21,  5.42it/s, loss=0.095, pair=12.016, adv=3.434, sprd=0.004
Ep 006/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:22,  5.33it/s, loss=0.095, pair=12.016, adv=3.434, sprd=0.004
Ep 006/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:22,  5.33it/s, loss=0.068, pair=3.504, adv=3.415, sprd=0.005]
Ep 006/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:16,  5.76it/s, loss=0.068, pair=3.504, adv=3.415, sprd=0.005]
Ep 006/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:16,  5.76it/s, loss=0.192, pair=4.809, adv=3.444, sprd=0.005]
Ep 006/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:19,  5.50it/s, loss=0.192, pair=4.809, adv=3.444, sprd=0.005]
Ep 006/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:19,  5.50it/s, loss=0.080, pair=7.387, adv=3.440, sprd=0.004]
Ep 006/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:13,  5.96it/s, loss=0.080, pair=7.387, adv=3.440, sprd=0.004]
Ep 006/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:13,  5.96it/s, loss=0.185, pair=20.359, adv=3.441, sprd=0.005
Ep 006/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:18,  5.52it/s, loss=0.185, pair=20.359, adv=3.441, sprd=0.005
Ep 006/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:18,  5.52it/s, loss=0.079, pair=25.375, adv=3.426, sprd=0.005
Ep 006/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:12,  5.97it/s, loss=0.079, pair=25.375, adv=3.426, sprd=0.00
Ep 006/60 [S1:deg_only]:   2%| | 10/444 [00:02<01:12,  5.97it/s, loss=0.064, pair=5.215, adv=3.402, sprd=0.005
Ep 006/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.77it/s, loss=0.064, pair=5.215, adv=3.402, sprd=0.005
Ep 006/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.77it/s, loss=0.056, pair=30.047, adv=3.412, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.17it/s, loss=0.056, pair=30.047, adv=3.412, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.17it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:14,  5.75it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:14,  5.75it/s, loss=0.065, pair=21.719, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:10,  6.13it/s, loss=0.065, pair=21.719, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:10,  6.13it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:13,  5.84it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:13,  5.84it/s, loss=0.069, pair=22.328, adv=3.410, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:09,  6.19it/s, loss=0.069, pair=22.328, adv=3.410, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 16/444 [00:03<01:09,  6.19it/s, loss=0.250, pair=15.922, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:14,  5.76it/s, loss=0.250, pair=15.922, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:14,  5.76it/s, loss=0.070, pair=12.430, adv=3.442, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.15it/s, loss=0.070, pair=12.430, adv=3.442, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.15it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:12,  5.84it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:12,  5.84it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.23it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.23it/s, loss=0.726, pair=0.000, adv=0.000, sprd=0.006
Ep 006/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:10,  5.98it/s, loss=0.726, pair=0.000, adv=0.000, sprd=0.006
Ep 006/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:10,  5.98it/s, loss=0.081, pair=25.719, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:06,  6.32it/s, loss=0.081, pair=25.719, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 22/444 [00:04<01:06,  6.32it/s, loss=0.102, pair=11.727, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.88it/s, loss=0.102, pair=11.727, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.88it/s, loss=0.065, pair=30.906, adv=3.411, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.24it/s, loss=0.065, pair=30.906, adv=3.411, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.24it/s, loss=0.184, pair=5.168, adv=3.429, sprd=0.005
Ep 006/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:10,  5.95it/s, loss=0.184, pair=5.168, adv=3.429, sprd=0.005
Ep 006/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:10,  5.95it/s, loss=0.061, pair=22.516, adv=3.448, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:06,  6.28it/s, loss=0.061, pair=22.516, adv=3.448, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:06,  6.28it/s, loss=0.064, pair=2.074, adv=3.441, sprd=0.006
Ep 006/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:10,  5.96it/s, loss=0.064, pair=2.074, adv=3.441, sprd=0.006
Ep 006/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:10,  5.96it/s, loss=0.080, pair=15.281, adv=3.452, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:06,  6.30it/s, loss=0.080, pair=15.281, adv=3.452, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 28/444 [00:05<01:06,  6.30it/s, loss=0.118, pair=23.125, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:10,  5.92it/s, loss=0.118, pair=23.125, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:10,  5.92it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:05,  6.30it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:05,  6.30it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.78it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.78it/s, loss=0.130, pair=12.594, adv=3.392, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.17it/s, loss=0.130, pair=12.594, adv=3.392, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.17it/s, loss=0.074, pair=12.172, adv=3.445, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:12,  5.65it/s, loss=0.074, pair=12.172, adv=3.445, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:12,  5.65it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:07,  6.08it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:   8%| | 34/444 [00:06<01:07,  6.08it/s, loss=0.513, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:10,  5.83it/s, loss=0.513, pair=0.000, adv=0.000, sprd=0.005
Ep 006/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:10,  5.83it/s, loss=0.101, pair=16.125, adv=3.374, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:06,  6.18it/s, loss=0.101, pair=16.125, adv=3.374, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:06,  6.18it/s, loss=0.203, pair=0.075, adv=3.440, sprd=0.005
Ep 006/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:09,  5.86it/s, loss=0.203, pair=0.075, adv=3.440, sprd=0.005
Ep 006/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:09,  5.86it/s, loss=0.060, pair=33.250, adv=3.419, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.20it/s, loss=0.060, pair=33.250, adv=3.419, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.20it/s, loss=0.178, pair=27.922, adv=3.432, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.88it/s, loss=0.178, pair=27.922, adv=3.432, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.88it/s, loss=0.069, pair=25.219, adv=3.440, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:04,  6.23it/s, loss=0.069, pair=25.219, adv=3.440, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 40/444 [00:07<01:04,  6.23it/s, loss=0.098, pair=25.234, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:10,  5.73it/s, loss=0.098, pair=25.234, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:10,  5.73it/s, loss=0.058, pair=27.422, adv=3.455, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.13it/s, loss=0.058, pair=27.422, adv=3.455, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.13it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:07,  5.92it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:07,  5.92it/s, loss=0.077, pair=1.575, adv=3.420, sprd=0.006
Ep 006/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:03,  6.29it/s, loss=0.077, pair=1.575, adv=3.420, sprd=0.006
Ep 006/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:03,  6.29it/s, loss=0.228, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.86it/s, loss=0.228, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.86it/s, loss=0.078, pair=1.528, adv=3.416, sprd=0.003
Ep 006/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:03,  6.24it/s, loss=0.078, pair=1.528, adv=3.416, sprd=0.003
Ep 006/60 [S1:deg_only]:  10%| | 46/444 [00:08<01:03,  6.24it/s, loss=0.219, pair=44.906, adv=3.419, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:09,  5.68it/s, loss=0.219, pair=44.906, adv=3.419, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:09,  5.68it/s, loss=0.112, pair=3.293, adv=3.452, sprd=0.003
Ep 006/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.10it/s, loss=0.112, pair=3.293, adv=3.452, sprd=0.003
Ep 006/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.10it/s, loss=0.140, pair=43.562, adv=3.370, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.75it/s, loss=0.140, pair=43.562, adv=3.370, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.75it/s, loss=0.083, pair=12.516, adv=3.406, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:04,  6.12it/s, loss=0.083, pair=12.516, adv=3.406, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:04,  6.12it/s, loss=0.329, pair=35.750, adv=3.424, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.70it/s, loss=0.329, pair=35.750, adv=3.424, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.70it/s, loss=0.057, pair=24.641, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:04,  6.08it/s, loss=0.057, pair=24.641, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 52/444 [00:09<01:04,  6.08it/s, loss=0.075, pair=16.109, adv=3.440, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:08,  5.70it/s, loss=0.075, pair=16.109, adv=3.440, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:08,  5.70it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:03,  6.10it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:03,  6.10it/s, loss=0.199, pair=8.141, adv=3.374, sprd=0.005
Ep 006/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:08,  5.68it/s, loss=0.199, pair=8.141, adv=3.374, sprd=0.005
Ep 006/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:08,  5.68it/s, loss=0.063, pair=26.781, adv=3.429, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.07it/s, loss=0.063, pair=26.781, adv=3.429, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.07it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:07,  5.73it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:07,  5.73it/s, loss=0.053, pair=19.547, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:03,  6.11it/s, loss=0.053, pair=19.547, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 58/444 [00:10<01:03,  6.11it/s, loss=0.079, pair=21.453, adv=3.419, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:05,  5.85it/s, loss=0.079, pair=21.453, adv=3.419, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:05,  5.85it/s, loss=0.082, pair=1.888, adv=3.428, sprd=0.005
Ep 006/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.082, pair=1.888, adv=3.428, sprd=0.005
Ep 006/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.075, pair=1.466, adv=3.404, sprd=0.005
Ep 006/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:07,  5.66it/s, loss=0.075, pair=1.466, adv=3.404, sprd=0.005
Ep 006/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:07,  5.66it/s, loss=0.069, pair=17.453, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:03,  6.06it/s, loss=0.069, pair=17.453, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:03,  6.06it/s, loss=0.184, pair=24.188, adv=3.424, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:06,  5.76it/s, loss=0.184, pair=24.188, adv=3.424, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:06,  5.76it/s, loss=0.086, pair=3.512, adv=3.461, sprd=0.005
Ep 006/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:01,  6.14it/s, loss=0.086, pair=3.512, adv=3.461, sprd=0.005
Ep 006/60 [S1:deg_only]:  14%|▏| 64/444 [00:11<01:01,  6.14it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:07,  5.60it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:07,  5.60it/s, loss=0.061, pair=0.200, adv=3.410, sprd=0.004
Ep 006/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:02,  6.03it/s, loss=0.061, pair=0.200, adv=3.410, sprd=0.004
Ep 006/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:02,  6.03it/s, loss=0.189, pair=34.156, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:06,  5.67it/s, loss=0.189, pair=34.156, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:06,  5.67it/s, loss=0.065, pair=48.656, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.09it/s, loss=0.065, pair=48.656, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.09it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:05,  5.70it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:05,  5.70it/s, loss=0.068, pair=54.156, adv=3.463, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:01,  6.10it/s, loss=0.068, pair=54.156, adv=3.463, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 70/444 [00:12<01:01,  6.10it/s, loss=0.077, pair=34.250, adv=3.433, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:04,  5.83it/s, loss=0.077, pair=34.250, adv=3.433, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:04,  5.83it/s, loss=0.071, pair=16.500, adv=3.441, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:00,  6.19it/s, loss=0.071, pair=16.500, adv=3.441, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:00,  6.19it/s, loss=0.072, pair=22.125, adv=3.410, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:04,  5.73it/s, loss=0.072, pair=22.125, adv=3.410, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:04,  5.73it/s, loss=0.066, pair=2.949, adv=3.403, sprd=0.003
Ep 006/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<01:00,  6.14it/s, loss=0.066, pair=2.949, adv=3.403, sprd=0.003
Ep 006/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<01:00,  6.14it/s, loss=0.057, pair=12.703, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.69it/s, loss=0.057, pair=12.703, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.69it/s, loss=0.055, pair=33.812, adv=3.400, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<01:00,  6.11it/s, loss=0.055, pair=33.812, adv=3.400, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 76/444 [00:13<01:00,  6.11it/s, loss=0.190, pair=15.469, adv=3.413, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.88it/s, loss=0.190, pair=15.469, adv=3.413, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.88it/s, loss=0.064, pair=41.375, adv=3.441, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.24it/s, loss=0.064, pair=41.375, adv=3.441, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.24it/s, loss=0.105, pair=21.812, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:02,  5.88it/s, loss=0.105, pair=21.812, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:02,  5.88it/s, loss=0.058, pair=9.562, adv=3.421, sprd=0.004
Ep 006/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.24it/s, loss=0.058, pair=9.562, adv=3.421, sprd=0.004
Ep 006/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.24it/s, loss=0.183, pair=24.594, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.86it/s, loss=0.183, pair=24.594, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.86it/s, loss=0.066, pair=27.391, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:58,  6.19it/s, loss=0.066, pair=27.391, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 82/444 [00:14<00:58,  6.19it/s, loss=0.062, pair=5.844, adv=3.449, sprd=0.004
Ep 006/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:01,  5.88it/s, loss=0.062, pair=5.844, adv=3.449, sprd=0.004
Ep 006/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:01,  5.88it/s, loss=0.065, pair=50.375, adv=3.465, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.21it/s, loss=0.065, pair=50.375, adv=3.465, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.21it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<00:59,  5.99it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<00:59,  5.99it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:56,  6.31it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:56,  6.31it/s, loss=0.141, pair=26.281, adv=3.412, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.82it/s, loss=0.141, pair=26.281, adv=3.412, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.82it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.18it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  20%|▏| 88/444 [00:15<00:57,  6.18it/s, loss=0.184, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:00,  5.83it/s, loss=0.184, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:00,  5.83it/s, loss=0.060, pair=7.449, adv=3.453, sprd=0.004
Ep 006/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.18it/s, loss=0.060, pair=7.449, adv=3.453, sprd=0.004
Ep 006/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.18it/s, loss=0.257, pair=9.000, adv=3.451, sprd=0.003
Ep 006/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.88it/s, loss=0.257, pair=9.000, adv=3.451, sprd=0.003
Ep 006/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.88it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.24it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.24it/s, loss=0.449, pair=21.609, adv=3.414, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:59,  5.90it/s, loss=0.449, pair=21.609, adv=3.414, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:59,  5.90it/s, loss=0.068, pair=0.200, adv=3.438, sprd=0.004
Ep 006/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:56,  6.24it/s, loss=0.068, pair=0.200, adv=3.438, sprd=0.004
Ep 006/60 [S1:deg_only]:  21%|▏| 94/444 [00:16<00:56,  6.24it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:58,  5.93it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:58,  5.93it/s, loss=0.051, pair=0.888, adv=3.443, sprd=0.004
Ep 006/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:55,  6.28it/s, loss=0.051, pair=0.888, adv=3.443, sprd=0.004
Ep 006/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:55,  6.28it/s, loss=0.097, pair=6.828, adv=3.396, sprd=0.004
Ep 006/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:58,  5.93it/s, loss=0.097, pair=6.828, adv=3.396, sprd=0.004
Ep 006/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:58,  5.93it/s, loss=0.066, pair=30.500, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:54,  6.29it/s, loss=0.066, pair=30.500, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:54,  6.29it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:00,  5.71it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004
Ep 006/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:00,  5.71it/s, loss=0.056, pair=25.062, adv=3.443, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:56,  6.10it/s, loss=0.056, pair=25.062, adv=3.443, sprd=0.0
Ep 006/60 [S1:deg_only]:  23%|▏| 100/444 [00:17<00:56,  6.10it/s, loss=0.103, pair=18.625, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<01:00,  5.70it/s, loss=0.103, pair=18.625, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<01:00,  5.70it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.11it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:55,  6.11it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.72it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.72it/s, loss=0.053, pair=22.484, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.10it/s, loss=0.053, pair=22.484, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.10it/s, loss=0.126, pair=37.844, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.81it/s, loss=0.126, pair=37.844, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.81it/s, loss=0.056, pair=1.863, adv=3.417, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.17it/s, loss=0.056, pair=1.863, adv=3.417, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 106/444 [00:18<00:54,  6.17it/s, loss=0.622, pair=20.344, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:57,  5.81it/s, loss=0.622, pair=20.344, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:57,  5.81it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:54,  6.18it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:54,  6.18it/s, loss=0.238, pair=4.074, adv=3.458, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:58,  5.78it/s, loss=0.238, pair=4.074, adv=3.458, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:58,  5.78it/s, loss=0.053, pair=10.516, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:54,  6.15it/s, loss=0.053, pair=10.516, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:54,  6.15it/s, loss=0.101, pair=25.484, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:56,  5.91it/s, loss=0.101, pair=25.484, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:56,  5.91it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:52,  6.28it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▎| 112/444 [00:19<00:52,  6.28it/s, loss=0.242, pair=15.117, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.83it/s, loss=0.242, pair=15.117, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.83it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:55,  5.95it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:55,  5.95it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.28it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.28it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:55,  5.86it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:55,  5.86it/s, loss=0.049, pair=28.219, adv=3.465, sprd=0.0
Ep 006/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:52,  6.23it/s, loss=0.049, pair=28.219, adv=3.465, sprd=0.0
Ep 006/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:52,  6.23it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:56,  5.80it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:56,  5.80it/s, loss=0.070, pair=27.094, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.18it/s, loss=0.070, pair=27.094, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.84it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.84it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.20it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.20it/s, loss=0.182, pair=35.406, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:55,  5.83it/s, loss=0.182, pair=35.406, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:55,  5.83it/s, loss=0.059, pair=19.188, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:51,  6.20it/s, loss=0.059, pair=19.188, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 124/444 [00:21<00:51,  6.20it/s, loss=0.087, pair=38.406, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:55,  5.80it/s, loss=0.087, pair=38.406, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:55,  5.80it/s, loss=0.068, pair=24.828, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.17it/s, loss=0.068, pair=24.828, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.17it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.80it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.80it/s, loss=0.071, pair=7.418, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.15it/s, loss=0.071, pair=7.418, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:51,  6.15it/s, loss=0.099, pair=21.922, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:56,  5.60it/s, loss=0.099, pair=21.922, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:56,  5.60it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:52,  6.01it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 130/444 [00:22<00:52,  6.01it/s, loss=0.065, pair=19.328, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:54,  5.74it/s, loss=0.065, pair=19.328, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:54,  5.74it/s, loss=0.063, pair=49.938, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.13it/s, loss=0.063, pair=49.938, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.13it/s, loss=0.176, pair=0.044, adv=3.420, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.82it/s, loss=0.176, pair=0.044, adv=3.420, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.82it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.19it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.19it/s, loss=0.075, pair=31.188, adv=3.431, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:54,  5.62it/s, loss=0.075, pair=31.188, adv=3.431, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:54,  5.62it/s, loss=0.045, pair=35.188, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:51,  6.03it/s, loss=0.045, pair=35.188, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 136/444 [00:23<00:51,  6.03it/s, loss=0.056, pair=31.875, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:53,  5.73it/s, loss=0.056, pair=31.875, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:53,  5.73it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:49,  6.13it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:49,  6.13it/s, loss=0.079, pair=51.312, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:51,  5.87it/s, loss=0.079, pair=51.312, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:51,  5.87it/s, loss=0.063, pair=30.922, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.20it/s, loss=0.063, pair=30.922, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.20it/s, loss=0.420, pair=22.266, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:51,  5.93it/s, loss=0.420, pair=22.266, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:51,  5.93it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  32%|▎| 142/444 [00:23<00:47,  6.30it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:47,  6.30it/s, loss=0.172, pair=19.922, adv=3.452, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:50,  6.00it/s, loss=0.172, pair=19.922, adv=3.452, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:50,  6.00it/s, loss=0.048, pair=21.188, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:47,  6.32it/s, loss=0.048, pair=21.188, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:47,  6.32it/s, loss=0.069, pair=28.406, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.80it/s, loss=0.069, pair=28.406, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.80it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.16it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.75it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.75it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:48,  6.16it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:48,  6.16it/s, loss=0.102, pair=34.094, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:50,  5.81it/s, loss=0.102, pair=34.094, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:50,  5.81it/s, loss=0.064, pair=6.133, adv=3.449, sprd=0.00
Ep 006/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.19it/s, loss=0.064, pair=6.133, adv=3.449, sprd=0.00
Ep 006/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.19it/s, loss=0.099, pair=21.328, adv=3.426, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.76it/s, loss=0.099, pair=21.328, adv=3.426, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.76it/s, loss=0.053, pair=27.250, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.13it/s, loss=0.053, pair=27.250, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.13it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.76it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.76it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:47,  6.17it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:47,  6.17it/s, loss=0.097, pair=52.781, adv=3.451, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:51,  5.63it/s, loss=0.097, pair=52.781, adv=3.451, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:51,  5.63it/s, loss=0.047, pair=16.625, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.05it/s, loss=0.047, pair=16.625, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.05it/s, loss=0.080, pair=40.812, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:50,  5.74it/s, loss=0.080, pair=40.812, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:50,  5.74it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.15it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.15it/s, loss=0.068, pair=30.516, adv=3.427, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:49,  5.74it/s, loss=0.068, pair=30.516, adv=3.427, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:49,  5.74it/s, loss=0.048, pair=14.641, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:46,  6.12it/s, loss=0.048, pair=14.641, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:46,  6.12it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:48,  5.88it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:48,  5.88it/s, loss=0.047, pair=33.969, adv=3.465, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.24it/s, loss=0.047, pair=33.969, adv=3.465, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.24it/s, loss=0.111, pair=17.109, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.74it/s, loss=0.111, pair=17.109, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.74it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.14it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.14it/s, loss=0.079, pair=47.312, adv=3.426, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.93it/s, loss=0.079, pair=47.312, adv=3.426, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.93it/s, loss=0.052, pair=0.122, adv=3.430, sprd=0.00
Ep 006/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:44,  6.29it/s, loss=0.052, pair=0.122, adv=3.430, sprd=0.00
Ep 006/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:44,  6.29it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:47,  5.85it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:47,  5.85it/s, loss=0.052, pair=10.656, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.19it/s, loss=0.052, pair=10.656, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.19it/s, loss=0.074, pair=17.219, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.77it/s, loss=0.074, pair=17.219, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.77it/s, loss=0.043, pair=17.203, adv=3.443, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.13it/s, loss=0.043, pair=17.203, adv=3.443, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.13it/s, loss=0.167, pair=26.891, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:46,  5.83it/s, loss=0.167, pair=26.891, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:46,  5.83it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  39%|▍| 172/444 [00:28<00:43,  6.20it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:43,  6.20it/s, loss=0.110, pair=16.453, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.77it/s, loss=0.110, pair=16.453, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.77it/s, loss=0.065, pair=5.887, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.13it/s, loss=0.065, pair=5.887, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.13it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.81it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.81it/s, loss=0.053, pair=33.281, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.18it/s, loss=0.053, pair=33.281, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.18it/s, loss=0.060, pair=32.688, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:45,  5.88it/s, loss=0.060, pair=32.688, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:45,  5.88it/s, loss=0.046, pair=26.953, adv=3.431, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 178/444 [00:29<00:42,  6.22it/s, loss=0.046, pair=26.953, adv=3.431, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:42,  6.22it/s, loss=0.076, pair=6.355, adv=3.443, sprd=0.00
Ep 006/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:44,  5.91it/s, loss=0.076, pair=6.355, adv=3.443, sprd=0.00
Ep 006/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:44,  5.91it/s, loss=0.047, pair=22.656, adv=3.456, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.26it/s, loss=0.047, pair=22.656, adv=3.456, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.26it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:44,  5.90it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:44,  5.90it/s, loss=0.050, pair=7.703, adv=3.443, sprd=0.00
Ep 006/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.25it/s, loss=0.050, pair=7.703, adv=3.443, sprd=0.00
Ep 006/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.25it/s, loss=0.089, pair=39.688, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.81it/s, loss=0.089, pair=39.688, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.81it/s, loss=0.066, pair=13.641, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 184/444 [00:30<00:41,  6.20it/s, loss=0.066, pair=13.641, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:41,  6.20it/s, loss=0.125, pair=18.594, adv=3.481, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.87it/s, loss=0.125, pair=18.594, adv=3.481, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.87it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.25it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.25it/s, loss=0.233, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.97it/s, loss=0.233, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.97it/s, loss=0.053, pair=48.188, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:40,  6.32it/s, loss=0.053, pair=48.188, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:40,  6.32it/s, loss=0.098, pair=21.734, adv=3.475, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:41,  6.08it/s, loss=0.098, pair=21.734, adv=3.475, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:41,  6.08it/s, loss=0.071, pair=2.371, adv=3.478, sprd=0.00
Ep 006/60 [S1:deg_only]:  43%|▍| 190/444 [00:31<00:39,  6.41it/s, loss=0.071, pair=2.371, adv=3.478, sprd=0.00
Ep 006/60 [S1:deg_only]:  43%|▍| 190/444 [00:32<00:39,  6.41it/s, loss=0.068, pair=23.031, adv=3.442, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:42,  5.95it/s, loss=0.068, pair=23.031, adv=3.442, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:42,  5.95it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.078, pair=40.188, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.94it/s, loss=0.078, pair=40.188, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.94it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.29it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.29it/s, loss=0.194, pair=39.938, adv=3.471, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:42,  5.88it/s, loss=0.194, pair=39.938, adv=3.471, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:42,  5.88it/s, loss=0.229, pair=22.812, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 196/444 [00:32<00:39,  6.23it/s, loss=0.229, pair=22.812, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 196/444 [00:33<00:39,  6.23it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:41,  6.01it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:41,  6.01it/s, loss=0.076, pair=26.344, adv=3.443, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:38,  6.35it/s, loss=0.076, pair=26.344, adv=3.443, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:38,  6.35it/s, loss=0.121, pair=7.887, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.88it/s, loss=0.121, pair=7.887, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.88it/s, loss=0.064, pair=4.918, adv=3.400, sprd=0.00
Ep 006/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.25it/s, loss=0.064, pair=4.918, adv=3.400, sprd=0.00
Ep 006/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.25it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:41,  5.86it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:41,  5.86it/s, loss=0.115, pair=37.312, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 202/444 [00:33<00:38,  6.21it/s, loss=0.115, pair=37.312, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 202/444 [00:34<00:38,  6.21it/s, loss=0.207, pair=18.531, adv=3.463, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:41,  5.82it/s, loss=0.207, pair=18.531, adv=3.463, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:41,  5.82it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.21it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.21it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.80it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.80it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:38,  6.18it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:38,  6.18it/s, loss=0.230, pair=29.297, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:40,  5.78it/s, loss=0.230, pair=29.297, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:40,  5.78it/s, loss=0.049, pair=24.484, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 208/444 [00:34<00:38,  6.16it/s, loss=0.049, pair=24.484, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 208/444 [00:35<00:38,  6.16it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:41,  5.66it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:41,  5.66it/s, loss=0.049, pair=15.609, adv=3.376, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:38,  6.06it/s, loss=0.049, pair=15.609, adv=3.376, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:38,  6.06it/s, loss=0.145, pair=47.375, adv=3.419, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.84it/s, loss=0.145, pair=47.375, adv=3.419, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.84it/s, loss=0.061, pair=15.547, adv=3.463, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.22it/s, loss=0.061, pair=15.547, adv=3.463, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.22it/s, loss=0.071, pair=26.688, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.90it/s, loss=0.071, pair=26.688, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.90it/s, loss=0.059, pair=14.500, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 214/444 [00:35<00:36,  6.25it/s, loss=0.059, pair=14.500, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 214/444 [00:36<00:36,  6.25it/s, loss=0.062, pair=13.984, adv=3.457, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:39,  5.79it/s, loss=0.062, pair=13.984, adv=3.457, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:39,  5.79it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:37,  6.16it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:37,  6.16it/s, loss=0.071, pair=36.719, adv=3.459, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:39,  5.80it/s, loss=0.071, pair=36.719, adv=3.459, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:39,  5.80it/s, loss=0.059, pair=33.750, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:36,  6.16it/s, loss=0.059, pair=33.750, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:36,  6.16it/s, loss=0.095, pair=8.148, adv=3.394, sprd=0.00
Ep 006/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:38,  5.84it/s, loss=0.095, pair=8.148, adv=3.394, sprd=0.00
Ep 006/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:38,  5.84it/s, loss=0.044, pair=14.281, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 220/444 [00:36<00:36,  6.19it/s, loss=0.044, pair=14.281, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 220/444 [00:37<00:36,  6.19it/s, loss=0.066, pair=8.016, adv=3.468, sprd=0.00
Ep 006/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.82it/s, loss=0.066, pair=8.016, adv=3.468, sprd=0.00
Ep 006/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.82it/s, loss=0.058, pair=9.422, adv=3.429, sprd=0.00
Ep 006/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.18it/s, loss=0.058, pair=9.422, adv=3.429, sprd=0.00
Ep 006/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.18it/s, loss=0.090, pair=5.562, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:39,  5.63it/s, loss=0.090, pair=5.562, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:39,  5.63it/s, loss=0.065, pair=54.938, adv=3.456, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:36,  6.03it/s, loss=0.065, pair=54.938, adv=3.456, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:36,  6.03it/s, loss=0.184, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:38,  5.69it/s, loss=0.184, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:38,  5.69it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  51%|▌| 226/444 [00:37<00:35,  6.10it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  51%|▌| 226/444 [00:38<00:35,  6.10it/s, loss=0.280, pair=0.309, adv=3.415, sprd=0.00
Ep 006/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.86it/s, loss=0.280, pair=0.309, adv=3.415, sprd=0.00
Ep 006/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.86it/s, loss=0.053, pair=32.562, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.22it/s, loss=0.053, pair=32.562, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.22it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.75it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.75it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.14it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.14it/s, loss=0.113, pair=3.980, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:36,  5.90it/s, loss=0.113, pair=3.980, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:36,  5.90it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 232/444 [00:38<00:33,  6.26it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  52%|▌| 232/444 [00:39<00:33,  6.26it/s, loss=0.068, pair=14.742, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:35,  5.88it/s, loss=0.068, pair=14.742, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:35,  5.88it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:33,  6.23it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:33,  6.23it/s, loss=0.228, pair=4.262, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.89it/s, loss=0.228, pair=4.262, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.89it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.24it/s, loss=0.147, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:36,  5.74it/s, loss=0.147, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:36,  5.74it/s, loss=0.094, pair=26.719, adv=3.446, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 238/444 [00:39<00:33,  6.12it/s, loss=0.094, pair=26.719, adv=3.446, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 238/444 [00:40<00:33,  6.12it/s, loss=0.135, pair=53.500, adv=3.465, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.80it/s, loss=0.135, pair=53.500, adv=3.465, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.80it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.19it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.19it/s, loss=0.214, pair=17.109, adv=3.445, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:35,  5.72it/s, loss=0.214, pair=17.109, adv=3.445, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:35,  5.72it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.13it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.13it/s, loss=0.066, pair=5.543, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:34,  5.79it/s, loss=0.066, pair=5.543, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:34,  5.79it/s, loss=0.105, pair=40.375, adv=3.448, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 244/444 [00:40<00:32,  6.18it/s, loss=0.105, pair=40.375, adv=3.448, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 244/444 [00:41<00:32,  6.18it/s, loss=0.055, pair=28.234, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:34,  5.75it/s, loss=0.055, pair=28.234, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:34,  5.75it/s, loss=0.073, pair=24.016, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.13it/s, loss=0.073, pair=24.016, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.13it/s, loss=0.070, pair=30.938, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.68it/s, loss=0.070, pair=30.938, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.68it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.09it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.09it/s, loss=0.092, pair=34.906, adv=3.458, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:34,  5.71it/s, loss=0.092, pair=34.906, adv=3.458, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:34,  5.71it/s, loss=0.263, pair=28.844, adv=3.467, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 250/444 [00:41<00:31,  6.11it/s, loss=0.263, pair=28.844, adv=3.467, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 250/444 [00:42<00:31,  6.11it/s, loss=0.095, pair=6.469, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.82it/s, loss=0.095, pair=6.469, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.82it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:30,  6.21it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:30,  6.21it/s, loss=0.097, pair=33.312, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.96it/s, loss=0.097, pair=33.312, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.96it/s, loss=0.092, pair=21.172, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.27it/s, loss=0.092, pair=21.172, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.27it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.83it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.83it/s, loss=0.054, pair=23.484, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 256/444 [00:42<00:30,  6.21it/s, loss=0.054, pair=23.484, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.21it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:32,  5.76it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:32,  5.76it/s, loss=0.402, pair=12.680, adv=3.432, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.15it/s, loss=0.402, pair=12.680, adv=3.432, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.15it/s, loss=0.075, pair=16.938, adv=3.460, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:32,  5.62it/s, loss=0.075, pair=16.938, adv=3.460, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:32,  5.62it/s, loss=0.054, pair=0.106, adv=3.449, sprd=0.00
Ep 006/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:30,  6.02it/s, loss=0.054, pair=0.106, adv=3.449, sprd=0.00
Ep 006/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:30,  6.02it/s, loss=0.384, pair=2.324, adv=3.407, sprd=0.00
Ep 006/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:32,  5.69it/s, loss=0.384, pair=2.324, adv=3.407, sprd=0.00
Ep 006/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:32,  5.69it/s, loss=0.045, pair=1.778, adv=3.439, sprd=0.00
Ep 006/60 [S1:deg_only]:  59%|▌| 262/444 [00:43<00:29,  6.08it/s, loss=0.045, pair=1.778, adv=3.439, sprd=0.00
Ep 006/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:29,  6.08it/s, loss=0.470, pair=40.750, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.74it/s, loss=0.470, pair=40.750, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.74it/s, loss=0.185, pair=45.469, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.10it/s, loss=0.185, pair=45.469, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.10it/s, loss=0.390, pair=22.828, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:31,  5.66it/s, loss=0.390, pair=22.828, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:31,  5.66it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:29,  6.07it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:29,  6.07it/s, loss=0.109, pair=9.094, adv=3.470, sprd=0.00
Ep 006/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:31,  5.64it/s, loss=0.109, pair=9.094, adv=3.470, sprd=0.00
Ep 006/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:31,  5.64it/s, loss=0.084, pair=16.047, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 268/444 [00:44<00:29,  6.04it/s, loss=0.084, pair=16.047, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 268/444 [00:45<00:29,  6.04it/s, loss=0.470, pair=30.031, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:30,  5.79it/s, loss=0.470, pair=30.031, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:30,  5.79it/s, loss=0.058, pair=28.734, adv=3.469, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:28,  6.14it/s, loss=0.058, pair=28.734, adv=3.469, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:28,  6.14it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:29,  5.89it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:29,  5.89it/s, loss=0.051, pair=7.168, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:27,  6.23it/s, loss=0.051, pair=7.168, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:27,  6.23it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:29,  5.85it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:29,  5.85it/s, loss=0.084, pair=15.039, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 274/444 [00:45<00:27,  6.20it/s, loss=0.084, pair=15.039, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:27,  6.20it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.80it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.80it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=0.070, pair=14.078, adv=3.450, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.80it/s, loss=0.070, pair=14.078, adv=3.450, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.80it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.19it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.19it/s, loss=0.107, pair=6.855, adv=3.444, sprd=0.00
Ep 006/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:28,  5.72it/s, loss=0.107, pair=6.855, adv=3.444, sprd=0.00
Ep 006/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:28,  5.72it/s, loss=0.060, pair=56.094, adv=3.447, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 280/444 [00:46<00:26,  6.10it/s, loss=0.060, pair=56.094, adv=3.447, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:26,  6.10it/s, loss=0.074, pair=7.215, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:28,  5.74it/s, loss=0.074, pair=7.215, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:28,  5.74it/s, loss=0.057, pair=15.719, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.12it/s, loss=0.057, pair=15.719, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.12it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.82it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.82it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.19it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.19it/s, loss=0.171, pair=38.531, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.79it/s, loss=0.171, pair=38.531, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.79it/s, loss=0.056, pair=22.297, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 286/444 [00:47<00:25,  6.14it/s, loss=0.056, pair=22.297, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:25,  6.14it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.81it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:27,  5.81it/s, loss=0.045, pair=13.047, adv=3.474, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.17it/s, loss=0.045, pair=13.047, adv=3.474, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.17it/s, loss=0.078, pair=2.637, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.75it/s, loss=0.078, pair=2.637, adv=3.437, sprd=0.00
Ep 006/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.75it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:25,  6.15it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:25,  6.15it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:26,  5.73it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:26,  5.73it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  66%|▋| 292/444 [00:48<00:24,  6.12it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:24,  6.12it/s, loss=0.059, pair=34.219, adv=3.418, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.84it/s, loss=0.059, pair=34.219, adv=3.418, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.84it/s, loss=0.049, pair=26.859, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.19it/s, loss=0.049, pair=26.859, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.19it/s, loss=0.070, pair=55.406, adv=3.472, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.74it/s, loss=0.070, pair=55.406, adv=3.472, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.74it/s, loss=0.055, pair=27.984, adv=3.458, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:24,  6.13it/s, loss=0.055, pair=27.984, adv=3.458, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:24,  6.13it/s, loss=0.425, pair=19.500, adv=3.456, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.77it/s, loss=0.425, pair=19.500, adv=3.456, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.77it/s, loss=0.051, pair=9.078, adv=3.454, sprd=0.00
Ep 006/60 [S1:deg_only]:  67%|▋| 298/444 [00:49<00:23,  6.14it/s, loss=0.051, pair=9.078, adv=3.454, sprd=0.00
Ep 006/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.14it/s, loss=0.132, pair=23.625, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.81it/s, loss=0.132, pair=23.625, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.81it/s, loss=0.214, pair=44.531, adv=3.446, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.17it/s, loss=0.214, pair=44.531, adv=3.446, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.17it/s, loss=0.094, pair=18.734, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:25,  5.71it/s, loss=0.094, pair=18.734, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:25,  5.71it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:23,  6.11it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:23,  6.11it/s, loss=0.200, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:24,  5.80it/s, loss=0.200, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:24,  5.80it/s, loss=0.081, pair=37.000, adv=3.426, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 304/444 [00:50<00:22,  6.16it/s, loss=0.081, pair=37.000, adv=3.426, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.16it/s, loss=0.191, pair=27.828, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:24,  5.74it/s, loss=0.191, pair=27.828, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:24,  5.74it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.15it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.15it/s, loss=0.084, pair=22.516, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:24,  5.69it/s, loss=0.084, pair=22.516, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:24,  5.69it/s, loss=0.046, pair=33.719, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:22,  6.09it/s, loss=0.046, pair=33.719, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:22,  6.09it/s, loss=0.075, pair=16.297, adv=3.469, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:23,  5.75it/s, loss=0.075, pair=16.297, adv=3.469, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:23,  5.75it/s, loss=0.051, pair=5.512, adv=3.446, sprd=0.00
Ep 006/60 [S1:deg_only]:  70%|▋| 310/444 [00:51<00:21,  6.15it/s, loss=0.051, pair=5.512, adv=3.446, sprd=0.00
Ep 006/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:21,  6.15it/s, loss=0.067, pair=2.941, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.80it/s, loss=0.067, pair=2.941, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.80it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.18it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.18it/s, loss=0.079, pair=12.703, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:23,  5.68it/s, loss=0.079, pair=12.703, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:23,  5.68it/s, loss=0.054, pair=23.031, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:21,  6.09it/s, loss=0.054, pair=23.031, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:21,  6.09it/s, loss=0.330, pair=41.375, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:22,  5.73it/s, loss=0.330, pair=41.375, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 315/444 [00:53<00:22,  5.73it/s, loss=0.061, pair=35.031, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.12it/s, loss=0.061, pair=35.031, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.12it/s, loss=0.068, pair=20.250, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:21,  5.91it/s, loss=0.068, pair=20.250, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:21,  5.91it/s, loss=0.069, pair=27.969, adv=3.477, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.24it/s, loss=0.069, pair=27.969, adv=3.477, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.24it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.73it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.73it/s, loss=0.054, pair=39.406, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:20,  6.12it/s, loss=0.054, pair=39.406, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:20,  6.12it/s, loss=0.068, pair=2.762, adv=3.466, sprd=0.00
Ep 006/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:21,  5.72it/s, loss=0.068, pair=2.762, adv=3.466, sprd=0.00
Ep 006/60 [S1:deg_only]:  72%|▋| 321/444 [00:54<00:21,  5.72it/s, loss=0.044, pair=2.184, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 322/444 [00:54<00:19,  6.13it/s, loss=0.044, pair=2.184, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 322/444 [00:54<00:19,  6.13it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.82it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.82it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.22it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.22it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.87it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.87it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:18,  6.23it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:18,  6.23it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:19,  5.89it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:19,  5.89it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  74%|▋| 328/444 [00:54<00:18,  6.26it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:18,  6.26it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.97it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.97it/s, loss=0.124, pair=11.250, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.32it/s, loss=0.124, pair=11.250, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.32it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:18,  5.98it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:18,  5.98it/s, loss=0.053, pair=19.641, adv=3.451, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:17,  6.34it/s, loss=0.053, pair=19.641, adv=3.451, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:17,  6.34it/s, loss=0.077, pair=19.922, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:19,  5.79it/s, loss=0.077, pair=19.922, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:19,  5.79it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  75%|▊| 334/444 [00:55<00:17,  6.19it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:17,  6.19it/s, loss=0.186, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.85it/s, loss=0.186, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.85it/s, loss=0.089, pair=63.344, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.22it/s, loss=0.089, pair=63.344, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.22it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:19,  5.62it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:19,  5.62it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:17,  6.03it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:17,  6.03it/s, loss=0.071, pair=15.062, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:18,  5.73it/s, loss=0.071, pair=15.062, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 339/444 [00:57<00:18,  5.73it/s, loss=0.068, pair=18.609, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:16,  6.13it/s, loss=0.068, pair=18.609, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 340/444 [00:57<00:16,  6.13it/s, loss=0.118, pair=16.094, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.82it/s, loss=0.118, pair=16.094, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.82it/s, loss=0.047, pair=33.406, adv=3.457, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.21it/s, loss=0.047, pair=33.406, adv=3.457, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.21it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.78it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.78it/s, loss=0.048, pair=40.844, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.17it/s, loss=0.048, pair=40.844, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.17it/s, loss=0.082, pair=53.188, adv=3.458, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:16,  5.85it/s, loss=0.082, pair=53.188, adv=3.458, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:16,  5.85it/s, loss=0.051, pair=21.422, adv=3.468, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 346/444 [00:57<00:15,  6.21it/s, loss=0.051, pair=21.422, adv=3.468, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:15,  6.21it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.75it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.75it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.12it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.12it/s, loss=0.075, pair=48.344, adv=3.433, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.65it/s, loss=0.075, pair=48.344, adv=3.433, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.65it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.07it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.07it/s, loss=0.094, pair=21.016, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:16,  5.79it/s, loss=0.094, pair=21.016, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 351/444 [00:59<00:16,  5.79it/s, loss=0.056, pair=20.891, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.13it/s, loss=0.056, pair=20.891, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.13it/s, loss=0.262, pair=0.075, adv=3.444, sprd=0.00
Ep 006/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.81it/s, loss=0.262, pair=0.075, adv=3.444, sprd=0.00
Ep 006/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.81it/s, loss=0.054, pair=30.031, adv=3.471, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.18it/s, loss=0.054, pair=30.031, adv=3.471, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.18it/s, loss=0.071, pair=27.203, adv=3.432, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.89it/s, loss=0.071, pair=27.203, adv=3.432, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.89it/s, loss=0.320, pair=2.137, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.23it/s, loss=0.320, pair=2.137, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.23it/s, loss=0.077, pair=31.812, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.64it/s, loss=0.077, pair=31.812, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 357/444 [01:00<00:15,  5.64it/s, loss=0.069, pair=21.969, adv=3.450, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:14,  6.05it/s, loss=0.069, pair=21.969, adv=3.450, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:14,  6.05it/s, loss=0.176, pair=27.578, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.71it/s, loss=0.176, pair=27.578, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.71it/s, loss=0.061, pair=32.906, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.10it/s, loss=0.061, pair=32.906, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.10it/s, loss=0.043, pair=45.500, adv=3.454, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.78it/s, loss=0.043, pair=45.500, adv=3.454, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.78it/s, loss=0.053, pair=14.312, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.17it/s, loss=0.053, pair=14.312, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.17it/s, loss=0.103, pair=24.844, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:13,  5.79it/s, loss=0.103, pair=24.844, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 363/444 [01:01<00:13,  5.79it/s, loss=0.059, pair=5.922, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:12,  6.18it/s, loss=0.059, pair=5.922, adv=3.423, sprd=0.00
Ep 006/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:12,  6.18it/s, loss=0.119, pair=44.406, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.85it/s, loss=0.119, pair=44.406, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.85it/s, loss=0.053, pair=0.000, adv=3.430, sprd=0.00
Ep 006/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.21it/s, loss=0.053, pair=0.000, adv=3.430, sprd=0.00
Ep 006/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.21it/s, loss=0.133, pair=19.266, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.86it/s, loss=0.133, pair=19.266, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.86it/s, loss=0.082, pair=23.531, adv=3.454, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.22it/s, loss=0.082, pair=23.531, adv=3.454, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.22it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:12,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  83%|▊| 369/444 [01:02<00:12,  5.83it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:11,  6.21it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:11,  6.21it/s, loss=0.162, pair=33.344, adv=3.445, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.89it/s, loss=0.162, pair=33.344, adv=3.445, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.89it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.26it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.26it/s, loss=0.093, pair=11.875, adv=3.455, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.77it/s, loss=0.093, pair=11.875, adv=3.455, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.77it/s, loss=0.045, pair=6.621, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.14it/s, loss=0.045, pair=6.621, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.14it/s, loss=0.046, pair=0.000, adv=3.424, sprd=0.00
Ep 006/60 [S1:deg_only]:  84%|▊| 375/444 [01:02<00:11,  5.94it/s, loss=0.046, pair=0.000, adv=3.424, sprd=0.00
Ep 006/60 [S1:deg_only]:  84%|▊| 375/444 [01:03<00:11,  5.94it/s, loss=0.040, pair=42.312, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:10,  6.30it/s, loss=0.040, pair=42.312, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:10,  6.30it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.79it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.79it/s, loss=0.066, pair=8.078, adv=3.451, sprd=0.00
Ep 006/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.15it/s, loss=0.066, pair=8.078, adv=3.451, sprd=0.00
Ep 006/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.15it/s, loss=0.190, pair=1.481, adv=3.439, sprd=0.00
Ep 006/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.84it/s, loss=0.190, pair=1.481, adv=3.439, sprd=0.00
Ep 006/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.84it/s, loss=0.050, pair=0.950, adv=3.431, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.21it/s, loss=0.050, pair=0.950, adv=3.431, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.21it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 381/444 [01:03<00:10,  5.81it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 381/444 [01:04<00:10,  5.81it/s, loss=0.074, pair=42.125, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:10,  6.19it/s, loss=0.074, pair=42.125, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:10,  6.19it/s, loss=0.065, pair=1.950, adv=3.421, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.68it/s, loss=0.065, pair=1.950, adv=3.421, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.68it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.08it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.08it/s, loss=0.149, pair=35.219, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.70it/s, loss=0.149, pair=35.219, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.70it/s, loss=0.076, pair=54.500, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.08it/s, loss=0.076, pair=54.500, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.08it/s, loss=0.086, pair=0.262, adv=3.467, sprd=0.00
Ep 006/60 [S1:deg_only]:  87%|▊| 387/444 [01:04<00:10,  5.65it/s, loss=0.086, pair=0.262, adv=3.467, sprd=0.00
Ep 006/60 [S1:deg_only]:  87%|▊| 387/444 [01:05<00:10,  5.65it/s, loss=0.057, pair=32.562, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:09,  6.03it/s, loss=0.057, pair=32.562, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:09,  6.03it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.62it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.62it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.04it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.04it/s, loss=0.301, pair=3.199, adv=3.439, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.70it/s, loss=0.301, pair=3.199, adv=3.439, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.70it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.09it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.09it/s, loss=0.090, pair=28.094, adv=3.438, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 393/444 [01:05<00:08,  5.81it/s, loss=0.090, pair=28.094, adv=3.438, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 393/444 [01:06<00:08,  5.81it/s, loss=0.093, pair=14.016, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 394/444 [01:06<00:08,  6.18it/s, loss=0.093, pair=14.016, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 394/444 [01:06<00:08,  6.18it/s, loss=0.133, pair=12.055, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.62it/s, loss=0.133, pair=12.055, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.62it/s, loss=0.069, pair=20.734, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.04it/s, loss=0.069, pair=20.734, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.04it/s, loss=0.238, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.78it/s, loss=0.238, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.78it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.18it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.18it/s, loss=0.114, pair=21.688, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 399/444 [01:06<00:07,  5.91it/s, loss=0.114, pair=21.688, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 399/444 [01:07<00:07,  5.91it/s, loss=0.053, pair=35.281, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 400/444 [01:07<00:07,  6.28it/s, loss=0.053, pair=35.281, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 400/444 [01:07<00:07,  6.28it/s, loss=0.062, pair=15.844, adv=3.447, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.76it/s, loss=0.062, pair=15.844, adv=3.447, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.76it/s, loss=0.048, pair=4.652, adv=3.448, sprd=0.00
Ep 006/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.16it/s, loss=0.048, pair=4.652, adv=3.448, sprd=0.00
Ep 006/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.16it/s, loss=0.070, pair=20.625, adv=3.449, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.72it/s, loss=0.070, pair=20.625, adv=3.449, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.72it/s, loss=0.079, pair=5.258, adv=3.445, sprd=0.00
Ep 006/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.08it/s, loss=0.079, pair=5.258, adv=3.445, sprd=0.00
Ep 006/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.08it/s, loss=0.071, pair=20.734, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 405/444 [01:07<00:06,  5.79it/s, loss=0.071, pair=20.734, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 405/444 [01:08<00:06,  5.79it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  91%|▉| 406/444 [01:08<00:06,  6.18it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  91%|▉| 406/444 [01:08<00:06,  6.18it/s, loss=0.201, pair=36.031, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.87it/s, loss=0.201, pair=36.031, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.87it/s, loss=0.052, pair=59.281, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.24it/s, loss=0.052, pair=59.281, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.24it/s, loss=0.175, pair=13.953, adv=3.427, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:05,  5.93it/s, loss=0.175, pair=13.953, adv=3.427, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:05,  5.93it/s, loss=0.058, pair=27.203, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.29it/s, loss=0.058, pair=27.203, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.29it/s, loss=0.076, pair=58.094, adv=3.433, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 411/444 [01:08<00:05,  5.89it/s, loss=0.076, pair=58.094, adv=3.433, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 411/444 [01:09<00:05,  5.89it/s, loss=0.046, pair=6.637, adv=3.417, sprd=0.00
Ep 006/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.26it/s, loss=0.046, pair=6.637, adv=3.417, sprd=0.00
Ep 006/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.26it/s, loss=0.119, pair=1.653, adv=3.404, sprd=0.00
Ep 006/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.88it/s, loss=0.119, pair=1.653, adv=3.404, sprd=0.00
Ep 006/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.88it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.25it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.25it/s, loss=0.178, pair=35.219, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:04,  5.85it/s, loss=0.178, pair=35.219, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:04,  5.85it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.23it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.23it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 417/444 [01:09<00:04,  5.94it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 417/444 [01:10<00:04,  5.94it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.29it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.29it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.91it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.91it/s, loss=0.059, pair=26.062, adv=3.418, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.28it/s, loss=0.059, pair=26.062, adv=3.418, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.28it/s, loss=0.072, pair=37.812, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.92it/s, loss=0.072, pair=37.812, adv=3.466, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.92it/s, loss=0.044, pair=14.453, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.28it/s, loss=0.044, pair=14.453, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.28it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  95%|▉| 423/444 [01:10<00:03,  5.95it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  95%|▉| 423/444 [01:11<00:03,  5.95it/s, loss=0.057, pair=6.984, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.31it/s, loss=0.057, pair=6.984, adv=3.434, sprd=0.00
Ep 006/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.31it/s, loss=0.066, pair=11.531, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.91it/s, loss=0.066, pair=11.531, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.91it/s, loss=0.048, pair=36.781, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.28it/s, loss=0.048, pair=36.781, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.28it/s, loss=0.233, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.90it/s, loss=0.233, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.90it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.24it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.24it/s, loss=0.043, pair=35.750, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 429/444 [01:11<00:02,  5.95it/s, loss=0.043, pair=35.750, adv=3.373, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 429/444 [01:12<00:02,  5.95it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.29it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.29it/s, loss=0.142, pair=24.109, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  6.08it/s, loss=0.142, pair=24.109, adv=3.423, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  6.08it/s, loss=0.040, pair=19.172, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.41it/s, loss=0.040, pair=19.172, adv=3.416, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.41it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.95it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.95it/s, loss=0.055, pair=63.312, adv=3.400, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.31it/s, loss=0.055, pair=63.312, adv=3.400, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.31it/s, loss=0.181, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  98%|▉| 435/444 [01:12<00:01,  5.91it/s, loss=0.181, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  98%|▉| 435/444 [01:12<00:01,  5.91it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  98%|▉| 436/444 [01:12<00:01,  6.28it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  98%|▉| 436/444 [01:13<00:01,  6.28it/s, loss=0.064, pair=22.594, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.84it/s, loss=0.064, pair=22.594, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.84it/s, loss=0.050, pair=25.891, adv=3.471, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.21it/s, loss=0.050, pair=25.891, adv=3.471, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.21it/s, loss=0.131, pair=14.391, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.94it/s, loss=0.131, pair=14.391, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.94it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.29it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 006/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.29it/s, loss=0.098, pair=36.031, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 441/444 [01:13<00:00,  5.89it/s, loss=0.098, pair=36.031, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 441/444 [01:13<00:00,  5.89it/s, loss=0.062, pair=16.062, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 442/444 [01:13<00:00,  6.26it/s, loss=0.062, pair=16.062, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 442/444 [01:14<00:00,  6.26it/s, loss=0.047, pair=33.312, adv=3.435, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.78it/s, loss=0.047, pair=33.312, adv=3.435, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.78it/s, loss=0.054, pair=43.812, adv=3.451, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|█| 444/444 [01:14<00:00,  6.16it/s, loss=0.054, pair=43.812, adv=3.451, sprd=0.0
                                                                                                              
Epoch 006/60 [S1:deg_only]  loss=0.1004  mat=0.2550  sens=16.0720  pair=15.3689  adv=2.3850(rand=3.37)  deg=0.0325  orth=0.0248  spread=0.0032  q_mean=51.4  q_std=18.6  α=0.10 β=0.00 γ=1.00 λ_grl=0.394  lr=9.84e-05  74s

Ep 007/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 007/60 [S1:deg_only]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.002]
Ep 007/60 [S1:deg_only]:   0%| | 1/444 [00:00<01:59,  3.72it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.002]
Ep 007/60 [S1:deg_only]:   0%| | 1/444 [00:00<01:59,  3.72it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.003]
Ep 007/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:24,  5.22it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.003]
Ep 007/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:24,  5.22it/s, loss=0.098, pair=15.078, adv=3.419, sprd=0.002
Ep 007/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:26,  5.07it/s, loss=0.098, pair=15.078, adv=3.419, sprd=0.002
Ep 007/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:26,  5.07it/s, loss=0.079, pair=10.891, adv=3.378, sprd=0.001
Ep 007/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:16,  5.73it/s, loss=0.079, pair=10.891, adv=3.378, sprd=0.001
Ep 007/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:16,  5.73it/s, loss=0.145, pair=18.000, adv=3.390, sprd=0.001
Ep 007/60 [S1:deg_only]:   1%| | 5/444 [00:00<01:21,  5.41it/s, loss=0.145, pair=18.000, adv=3.390, sprd=0.001
Ep 007/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:21,  5.41it/s, loss=0.060, pair=17.125, adv=3.419, sprd=0.002
Ep 007/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:13,  5.94it/s, loss=0.060, pair=17.125, adv=3.419, sprd=0.002
Ep 007/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:13,  5.94it/s, loss=0.058, pair=19.469, adv=3.434, sprd=0.001
Ep 007/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.63it/s, loss=0.058, pair=19.469, adv=3.434, sprd=0.001
Ep 007/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.63it/s, loss=0.059, pair=0.122, adv=3.504, sprd=0.001]
Ep 007/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  6.05it/s, loss=0.059, pair=0.122, adv=3.504, sprd=0.001]
Ep 007/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  6.05it/s, loss=0.063, pair=12.906, adv=3.439, sprd=0.002
Ep 007/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.72it/s, loss=0.063, pair=12.906, adv=3.439, sprd=0.002
Ep 007/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.72it/s, loss=0.054, pair=17.641, adv=3.471, sprd=0.002
Ep 007/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:10,  6.13it/s, loss=0.054, pair=17.641, adv=3.471, sprd=0.00
Ep 007/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:10,  6.13it/s, loss=0.072, pair=14.016, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:   2%| | 11/444 [00:01<01:13,  5.87it/s, loss=0.072, pair=14.016, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:13,  5.87it/s, loss=0.054, pair=30.547, adv=3.439, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:09,  6.24it/s, loss=0.054, pair=30.547, adv=3.439, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:09,  6.24it/s, loss=0.074, pair=56.438, adv=3.463, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.90it/s, loss=0.074, pair=56.438, adv=3.463, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.90it/s, loss=0.055, pair=7.699, adv=3.390, sprd=0.004
Ep 007/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:08,  6.25it/s, loss=0.055, pair=7.699, adv=3.390, sprd=0.004
Ep 007/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:08,  6.25it/s, loss=0.094, pair=30.594, adv=3.452, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:12,  5.91it/s, loss=0.094, pair=30.594, adv=3.452, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:12,  5.91it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:08,  6.28it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:08,  6.28it/s, loss=0.060, pair=23.094, adv=3.405, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 17/444 [00:02<01:13,  5.82it/s, loss=0.060, pair=23.094, adv=3.405, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:13,  5.82it/s, loss=0.039, pair=4.285, adv=3.423, sprd=0.002
Ep 007/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=0.039, pair=4.285, adv=3.423, sprd=0.002
Ep 007/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=0.543, pair=11.469, adv=3.424, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.81it/s, loss=0.543, pair=11.469, adv=3.424, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.81it/s, loss=0.046, pair=20.688, adv=3.432, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.16it/s, loss=0.046, pair=20.688, adv=3.432, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.16it/s, loss=0.070, pair=43.438, adv=3.447, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:14,  5.71it/s, loss=0.070, pair=43.438, adv=3.447, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:14,  5.71it/s, loss=0.094, pair=25.266, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:09,  6.11it/s, loss=0.094, pair=25.266, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:09,  6.11it/s, loss=0.096, pair=41.094, adv=3.381, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 23/444 [00:03<01:12,  5.83it/s, loss=0.096, pair=41.094, adv=3.381, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:12,  5.83it/s, loss=0.438, pair=31.422, adv=3.436, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=0.438, pair=31.422, adv=3.436, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=0.046, pair=34.250, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.83it/s, loss=0.046, pair=34.250, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.83it/s, loss=0.065, pair=20.734, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.20it/s, loss=0.065, pair=20.734, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.001
Ep 007/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:12,  5.78it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.001
Ep 007/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:12,  5.78it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.001
Ep 007/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:07,  6.16it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.001
Ep 007/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:07,  6.16it/s, loss=0.139, pair=0.387, adv=3.365, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 29/444 [00:04<01:11,  5.80it/s, loss=0.139, pair=0.387, adv=3.365, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.80it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.17it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.17it/s, loss=0.057, pair=0.309, adv=3.471, sprd=0.001
Ep 007/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.76it/s, loss=0.057, pair=0.309, adv=3.471, sprd=0.001
Ep 007/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:11,  5.76it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.16it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:09,  5.89it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:09,  5.89it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:05,  6.28it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:05,  6.28it/s, loss=0.075, pair=14.516, adv=3.493, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 35/444 [00:05<01:07,  6.02it/s, loss=0.075, pair=14.516, adv=3.493, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:07,  6.02it/s, loss=0.047, pair=42.344, adv=3.442, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:04,  6.33it/s, loss=0.047, pair=42.344, adv=3.442, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:04,  6.33it/s, loss=0.067, pair=42.438, adv=3.428, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:09,  5.88it/s, loss=0.067, pair=42.438, adv=3.428, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:09,  5.88it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.23it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.23it/s, loss=0.068, pair=32.156, adv=3.455, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.93it/s, loss=0.068, pair=32.156, adv=3.455, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.93it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:04,  6.30it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:04,  6.30it/s, loss=0.068, pair=29.062, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 41/444 [00:06<01:10,  5.75it/s, loss=0.068, pair=29.062, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:10,  5.75it/s, loss=0.055, pair=3.441, adv=3.438, sprd=0.002
Ep 007/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.15it/s, loss=0.055, pair=3.441, adv=3.438, sprd=0.002
Ep 007/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.15it/s, loss=0.128, pair=59.250, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:08,  5.88it/s, loss=0.128, pair=59.250, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:08,  5.88it/s, loss=0.053, pair=60.344, adv=3.473, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=0.053, pair=60.344, adv=3.473, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=0.211, pair=0.200, adv=3.436, sprd=0.002
Ep 007/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.78it/s, loss=0.211, pair=0.200, adv=3.436, sprd=0.002
Ep 007/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.78it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.19it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.19it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 007/60 [S1:deg_only]:  11%| | 47/444 [00:07<01:08,  5.83it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 007/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:08,  5.83it/s, loss=0.040, pair=0.000, adv=3.423, sprd=0.003
Ep 007/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.21it/s, loss=0.040, pair=0.000, adv=3.423, sprd=0.003
Ep 007/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.21it/s, loss=0.215, pair=23.344, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:06,  5.91it/s, loss=0.215, pair=23.344, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:06,  5.91it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:02,  6.27it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:02,  6.27it/s, loss=0.091, pair=39.938, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.77it/s, loss=0.091, pair=39.938, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:08,  5.77it/s, loss=0.082, pair=26.281, adv=3.474, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:03,  6.14it/s, loss=0.082, pair=26.281, adv=3.474, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:03,  6.14it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  12%| | 53/444 [00:08<01:06,  5.89it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:06,  5.89it/s, loss=0.071, pair=24.359, adv=3.402, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.25it/s, loss=0.071, pair=24.359, adv=3.402, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.25it/s, loss=0.063, pair=18.344, adv=3.426, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:07,  5.77it/s, loss=0.063, pair=18.344, adv=3.426, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:07,  5.77it/s, loss=0.235, pair=12.266, adv=3.422, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:02,  6.16it/s, loss=0.235, pair=12.266, adv=3.422, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:02,  6.16it/s, loss=0.111, pair=22.844, adv=3.442, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.80it/s, loss=0.111, pair=22.844, adv=3.442, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.80it/s, loss=0.058, pair=17.516, adv=3.471, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:02,  6.18it/s, loss=0.058, pair=17.516, adv=3.471, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:02,  6.18it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  13%|▏| 59/444 [00:09<01:08,  5.63it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:08,  5.63it/s, loss=0.060, pair=22.281, adv=3.406, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:03,  6.02it/s, loss=0.060, pair=22.281, adv=3.406, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:03,  6.02it/s, loss=0.065, pair=40.125, adv=3.430, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:09,  5.52it/s, loss=0.065, pair=40.125, adv=3.430, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:09,  5.52it/s, loss=0.056, pair=33.312, adv=3.391, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:04,  5.96it/s, loss=0.056, pair=33.312, adv=3.391, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:04,  5.96it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:07,  5.65it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:07,  5.65it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:02,  6.07it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:02,  6.07it/s, loss=0.249, pair=9.047, adv=3.439, sprd=0.002
Ep 007/60 [S1:deg_only]:  15%|▏| 65/444 [00:10<01:05,  5.78it/s, loss=0.249, pair=9.047, adv=3.439, sprd=0.002
Ep 007/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:05,  5.78it/s, loss=0.045, pair=11.188, adv=3.450, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.17it/s, loss=0.045, pair=11.188, adv=3.450, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.17it/s, loss=0.086, pair=13.359, adv=3.430, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.88it/s, loss=0.086, pair=13.359, adv=3.430, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.88it/s, loss=0.065, pair=28.969, adv=3.432, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.25it/s, loss=0.065, pair=28.969, adv=3.432, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.25it/s, loss=0.064, pair=0.575, adv=3.397, sprd=0.003
Ep 007/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:05,  5.72it/s, loss=0.064, pair=0.575, adv=3.397, sprd=0.003
Ep 007/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:05,  5.72it/s, loss=0.087, pair=13.328, adv=3.441, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:01,  6.12it/s, loss=0.087, pair=13.328, adv=3.441, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:01,  6.12it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  16%|▏| 71/444 [00:11<01:04,  5.79it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:04,  5.79it/s, loss=0.045, pair=37.250, adv=3.435, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:00,  6.18it/s, loss=0.045, pair=37.250, adv=3.435, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<01:00,  6.18it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 007/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.85it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 007/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.85it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 007/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.22it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 007/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.22it/s, loss=0.086, pair=39.000, adv=3.456, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:03,  5.86it/s, loss=0.086, pair=39.000, adv=3.456, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:03,  5.86it/s, loss=0.054, pair=27.922, adv=3.460, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:59,  6.23it/s, loss=0.054, pair=27.922, adv=3.460, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:59,  6.23it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  17%|▏| 77/444 [00:12<01:02,  5.87it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.87it/s, loss=0.052, pair=28.625, adv=3.442, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.24it/s, loss=0.052, pair=28.625, adv=3.442, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.24it/s, loss=0.039, pair=8.547, adv=3.462, sprd=0.002
Ep 007/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.95it/s, loss=0.039, pair=8.547, adv=3.462, sprd=0.002
Ep 007/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.95it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:57,  6.30it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:57,  6.30it/s, loss=0.079, pair=30.453, adv=3.470, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.92it/s, loss=0.079, pair=30.453, adv=3.470, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.92it/s, loss=0.045, pair=19.391, adv=3.460, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.26it/s, loss=0.045, pair=19.391, adv=3.460, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.26it/s, loss=0.333, pair=24.203, adv=3.433, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 83/444 [00:13<01:01,  5.89it/s, loss=0.333, pair=24.203, adv=3.433, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:01,  5.89it/s, loss=0.063, pair=24.969, adv=3.480, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.21it/s, loss=0.063, pair=24.969, adv=3.480, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.21it/s, loss=0.062, pair=0.700, adv=3.443, sprd=0.002
Ep 007/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:01,  5.87it/s, loss=0.062, pair=0.700, adv=3.443, sprd=0.002
Ep 007/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:01,  5.87it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:57,  6.23it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:57,  6.23it/s, loss=0.076, pair=24.953, adv=3.437, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.88it/s, loss=0.076, pair=24.953, adv=3.437, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.88it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.004
Ep 007/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:56,  6.25it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.004
Ep 007/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:56,  6.25it/s, loss=0.086, pair=18.172, adv=3.417, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 89/444 [00:14<01:02,  5.69it/s, loss=0.086, pair=18.172, adv=3.417, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:02,  5.69it/s, loss=0.054, pair=32.281, adv=3.428, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:58,  6.07it/s, loss=0.054, pair=32.281, adv=3.428, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:58,  6.07it/s, loss=0.069, pair=8.516, adv=3.405, sprd=0.002
Ep 007/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:03,  5.57it/s, loss=0.069, pair=8.516, adv=3.405, sprd=0.002
Ep 007/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:03,  5.57it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:58,  5.99it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.003
Ep 007/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:58,  5.99it/s, loss=0.175, pair=6.789, adv=3.465, sprd=0.002
Ep 007/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:01,  5.72it/s, loss=0.175, pair=6.789, adv=3.465, sprd=0.002
Ep 007/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:01,  5.72it/s, loss=0.045, pair=4.918, adv=3.403, sprd=0.002
Ep 007/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:57,  6.08it/s, loss=0.045, pair=4.918, adv=3.403, sprd=0.002
Ep 007/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:57,  6.08it/s, loss=0.260, pair=26.562, adv=3.454, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 95/444 [00:15<00:59,  5.85it/s, loss=0.260, pair=26.562, adv=3.454, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:59,  5.85it/s, loss=0.096, pair=35.625, adv=3.447, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.21it/s, loss=0.096, pair=35.625, adv=3.447, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.21it/s, loss=0.095, pair=4.355, adv=3.435, sprd=0.002
Ep 007/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:00,  5.74it/s, loss=0.095, pair=4.355, adv=3.435, sprd=0.002
Ep 007/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:00,  5.74it/s, loss=0.054, pair=24.625, adv=3.408, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.11it/s, loss=0.054, pair=24.625, adv=3.408, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.11it/s, loss=0.059, pair=5.871, adv=3.433, sprd=0.002
Ep 007/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:00,  5.75it/s, loss=0.059, pair=5.871, adv=3.433, sprd=0.002
Ep 007/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<01:00,  5.75it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002
Ep 007/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:56,  6.13it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:56,  6.13it/s, loss=0.404, pair=12.570, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  23%|▏| 101/444 [00:16<01:00,  5.62it/s, loss=0.404, pair=12.570, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<01:00,  5.62it/s, loss=0.042, pair=32.406, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:56,  6.04it/s, loss=0.042, pair=32.406, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:56,  6.04it/s, loss=0.167, pair=8.703, adv=3.449, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.72it/s, loss=0.167, pair=8.703, adv=3.449, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:59,  5.72it/s, loss=0.057, pair=33.281, adv=3.449, sprd=0.0
Ep 007/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.13it/s, loss=0.057, pair=33.281, adv=3.449, sprd=0.0
Ep 007/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:55,  6.13it/s, loss=0.192, pair=23.875, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.76it/s, loss=0.192, pair=23.875, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.76it/s, loss=0.067, pair=42.875, adv=3.438, sprd=0.0
Ep 007/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.15it/s, loss=0.067, pair=42.875, adv=3.438, sprd=0.0
Ep 007/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.15it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 107/444 [00:17<00:57,  5.87it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:57,  5.87it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:53,  6.25it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:53,  6.25it/s, loss=0.181, pair=29.859, adv=3.493, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.82it/s, loss=0.181, pair=29.859, adv=3.493, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.82it/s, loss=0.041, pair=12.328, adv=3.467, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.21it/s, loss=0.041, pair=12.328, adv=3.467, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.21it/s, loss=0.141, pair=32.062, adv=3.461, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:57,  5.81it/s, loss=0.141, pair=32.062, adv=3.461, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:57,  5.81it/s, loss=0.040, pair=19.844, adv=3.448, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:53,  6.19it/s, loss=0.040, pair=19.844, adv=3.448, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:53,  6.19it/s, loss=0.055, pair=29.844, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▎| 113/444 [00:18<00:57,  5.73it/s, loss=0.055, pair=29.844, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:57,  5.73it/s, loss=0.056, pair=23.047, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.13it/s, loss=0.056, pair=23.047, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.13it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:58,  5.66it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:58,  5.66it/s, loss=0.045, pair=0.825, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:54,  6.07it/s, loss=0.045, pair=0.825, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:54,  6.07it/s, loss=0.068, pair=1.763, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:57,  5.66it/s, loss=0.068, pair=1.763, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:57,  5.66it/s, loss=0.045, pair=0.497, adv=3.418, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:53,  6.05it/s, loss=0.045, pair=0.497, adv=3.418, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:53,  6.05it/s, loss=0.059, pair=21.922, adv=3.435, sprd=0.0
Ep 007/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:56,  5.79it/s, loss=0.059, pair=21.922, adv=3.435, sprd=0.0
Ep 007/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:56,  5.79it/s, loss=0.040, pair=18.125, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.18it/s, loss=0.040, pair=18.125, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.18it/s, loss=0.043, pair=6.312, adv=3.417, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.84it/s, loss=0.043, pair=6.312, adv=3.417, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.84it/s, loss=0.259, pair=6.684, adv=3.461, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=0.259, pair=6.684, adv=3.461, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:57,  5.60it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:57,  5.60it/s, loss=0.046, pair=8.680, adv=3.460, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:53,  5.99it/s, loss=0.046, pair=8.680, adv=3.460, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 124/444 [00:21<00:53,  5.99it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:55,  5.74it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:55,  5.74it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.14it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.14it/s, loss=0.173, pair=32.000, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.85it/s, loss=0.173, pair=32.000, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.85it/s, loss=0.058, pair=53.000, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.21it/s, loss=0.058, pair=53.000, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.21it/s, loss=0.090, pair=4.699, adv=3.456, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.80it/s, loss=0.090, pair=4.699, adv=3.456, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.80it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:50,  6.18it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 130/444 [00:22<00:50,  6.18it/s, loss=0.047, pair=28.844, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:54,  5.73it/s, loss=0.047, pair=28.844, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:54,  5.73it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.14it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.14it/s, loss=0.348, pair=51.562, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.80it/s, loss=0.348, pair=51.562, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.80it/s, loss=0.054, pair=51.031, adv=3.438, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.18it/s, loss=0.054, pair=51.031, adv=3.438, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.18it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:54,  5.67it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:54,  5.67it/s, loss=0.038, pair=17.438, adv=3.446, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:50,  6.05it/s, loss=0.038, pair=17.438, adv=3.446, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 136/444 [00:23<00:50,  6.05it/s, loss=0.241, pair=29.750, adv=3.466, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:51,  5.90it/s, loss=0.241, pair=29.750, adv=3.466, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:51,  5.90it/s, loss=0.049, pair=40.812, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.26it/s, loss=0.049, pair=40.812, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.26it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:52,  5.86it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:52,  5.86it/s, loss=0.051, pair=27.844, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.20it/s, loss=0.051, pair=27.844, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:49,  6.20it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:52,  5.76it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:52,  5.76it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  32%|▎| 142/444 [00:23<00:49,  6.15it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:49,  6.15it/s, loss=0.389, pair=15.328, adv=3.537, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:50,  5.91it/s, loss=0.389, pair=15.328, adv=3.537, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:50,  5.91it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:47,  6.26it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:47,  6.26it/s, loss=0.056, pair=24.453, adv=3.456, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:50,  5.87it/s, loss=0.056, pair=24.453, adv=3.456, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:50,  5.87it/s, loss=0.088, pair=4.824, adv=3.494, sprd=0.00
Ep 007/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:47,  6.22it/s, loss=0.088, pair=4.824, adv=3.494, sprd=0.00
Ep 007/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:47,  6.22it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:50,  5.84it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:50,  5.84it/s, loss=0.042, pair=62.406, adv=3.441, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:47,  6.21it/s, loss=0.042, pair=62.406, adv=3.441, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:47,  6.21it/s, loss=0.090, pair=29.234, adv=3.501, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:50,  5.86it/s, loss=0.090, pair=29.234, adv=3.501, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:50,  5.86it/s, loss=0.038, pair=5.887, adv=3.451, sprd=0.00
Ep 007/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.23it/s, loss=0.038, pair=5.887, adv=3.451, sprd=0.00
Ep 007/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.23it/s, loss=0.078, pair=36.625, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:49,  5.93it/s, loss=0.078, pair=36.625, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:49,  5.93it/s, loss=0.052, pair=11.891, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:46,  6.27it/s, loss=0.052, pair=11.891, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:46,  6.27it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:49,  5.86it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:49,  5.86it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:46,  6.23it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:46,  6.23it/s, loss=0.120, pair=28.797, adv=3.447, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:49,  5.81it/s, loss=0.120, pair=28.797, adv=3.447, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:49,  5.81it/s, loss=0.044, pair=16.734, adv=3.416, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:46,  6.18it/s, loss=0.044, pair=16.734, adv=3.416, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:46,  6.18it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:48,  5.93it/s, loss=0.180, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:48,  5.93it/s, loss=0.051, pair=22.828, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:45,  6.28it/s, loss=0.051, pair=22.828, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:45,  6.28it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:48,  5.93it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:48,  5.93it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:45,  6.29it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:45,  6.29it/s, loss=0.162, pair=34.406, adv=3.449, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 161/444 [00:26<00:47,  5.91it/s, loss=0.162, pair=34.406, adv=3.449, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:47,  5.91it/s, loss=0.073, pair=23.266, adv=3.462, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.25it/s, loss=0.073, pair=23.266, adv=3.462, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.25it/s, loss=0.443, pair=14.195, adv=3.442, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:46,  6.00it/s, loss=0.443, pair=14.195, adv=3.442, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:46,  6.00it/s, loss=0.044, pair=4.199, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:44,  6.31it/s, loss=0.044, pair=4.199, adv=3.421, sprd=0.00
Ep 007/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:44,  6.31it/s, loss=0.057, pair=36.312, adv=3.411, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.90it/s, loss=0.057, pair=36.312, adv=3.411, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.90it/s, loss=0.053, pair=21.484, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:44,  6.23it/s, loss=0.053, pair=21.484, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:44,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  38%|▍| 167/444 [00:27<00:47,  5.88it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:47,  5.88it/s, loss=0.039, pair=20.078, adv=3.412, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.22it/s, loss=0.039, pair=20.078, adv=3.412, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.22it/s, loss=0.054, pair=15.234, adv=3.424, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.76it/s, loss=0.054, pair=15.234, adv=3.424, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.76it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.16it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.16it/s, loss=0.086, pair=19.766, adv=3.496, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:47,  5.77it/s, loss=0.086, pair=19.766, adv=3.496, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:47,  5.77it/s, loss=0.049, pair=6.195, adv=3.436, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 172/444 [00:28<00:44,  6.15it/s, loss=0.049, pair=6.195, adv=3.436, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:44,  6.15it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:48,  5.59it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:48,  5.59it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.01it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:44,  6.01it/s, loss=0.076, pair=1.021, adv=3.488, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.76it/s, loss=0.076, pair=1.021, adv=3.488, sprd=0.00
Ep 007/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.76it/s, loss=0.038, pair=8.016, adv=3.433, sprd=0.00
Ep 007/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.14it/s, loss=0.038, pair=8.016, adv=3.433, sprd=0.00
Ep 007/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.14it/s, loss=0.055, pair=37.375, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:46,  5.78it/s, loss=0.055, pair=37.375, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:46,  5.78it/s, loss=0.076, pair=61.562, adv=3.431, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 178/444 [00:29<00:43,  6.15it/s, loss=0.076, pair=61.562, adv=3.431, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:43,  6.15it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:46,  5.75it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:46,  5.75it/s, loss=0.046, pair=3.264, adv=3.466, sprd=0.00
Ep 007/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:43,  6.12it/s, loss=0.046, pair=3.264, adv=3.466, sprd=0.00
Ep 007/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:43,  6.12it/s, loss=0.046, pair=18.859, adv=3.486, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:45,  5.79it/s, loss=0.046, pair=18.859, adv=3.486, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:45,  5.79it/s, loss=0.078, pair=30.859, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:42,  6.16it/s, loss=0.078, pair=30.859, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:42,  6.16it/s, loss=0.069, pair=2.184, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.86it/s, loss=0.069, pair=2.184, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.86it/s, loss=0.049, pair=0.513, adv=3.463, sprd=0.00
Ep 007/60 [S1:deg_only]:  41%|▍| 184/444 [00:30<00:41,  6.24it/s, loss=0.049, pair=0.513, adv=3.463, sprd=0.00
Ep 007/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:41,  6.24it/s, loss=0.072, pair=19.672, adv=3.479, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.85it/s, loss=0.072, pair=19.672, adv=3.479, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.85it/s, loss=0.050, pair=63.750, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.22it/s, loss=0.050, pair=63.750, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.22it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:44,  5.72it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:44,  5.72it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:41,  6.13it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  42%|▍| 188/444 [00:35<00:41,  6.13it/s, loss=0.144, pair=31.172, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 189/444 [00:35<05:33,  1.31s/it, loss=0.144, pair=31.172, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 189/444 [00:35<05:33,  1.31s/it, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  43%|▍| 190/444 [00:35<04:02,  1.05it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  43%|▍| 190/444 [00:35<04:02,  1.05it/s, loss=0.067, pair=0.000, adv=3.492, sprd=0.00
Ep 007/60 [S1:deg_only]:  43%|▍| 191/444 [00:35<03:05,  1.36it/s, loss=0.067, pair=0.000, adv=3.492, sprd=0.00
Ep 007/60 [S1:deg_only]:  43%|▍| 191/444 [00:35<03:05,  1.36it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  43%|▍| 192/444 [00:35<02:19,  1.80it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  43%|▍| 192/444 [00:36<02:19,  1.80it/s, loss=0.067, pair=30.156, adv=3.441, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 193/444 [00:36<01:51,  2.24it/s, loss=0.067, pair=30.156, adv=3.441, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 193/444 [00:36<01:51,  2.24it/s, loss=0.060, pair=41.344, adv=3.464, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 194/444 [00:36<01:28,  2.83it/s, loss=0.060, pair=41.344, adv=3.464, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 194/444 [00:36<01:28,  2.83it/s, loss=0.071, pair=17.453, adv=3.492, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 195/444 [00:36<01:16,  3.28it/s, loss=0.071, pair=17.453, adv=3.492, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 195/444 [00:36<01:16,  3.28it/s, loss=0.050, pair=0.000, adv=3.475, sprd=0.00
Ep 007/60 [S1:deg_only]:  44%|▍| 196/444 [00:36<01:03,  3.93it/s, loss=0.050, pair=0.000, adv=3.475, sprd=0.00
Ep 007/60 [S1:deg_only]:  44%|▍| 196/444 [00:36<01:03,  3.93it/s, loss=0.067, pair=17.109, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 197/444 [00:36<00:57,  4.28it/s, loss=0.067, pair=17.109, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 197/444 [00:36<00:57,  4.28it/s, loss=0.060, pair=2.637, adv=3.427, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 198/444 [00:36<00:50,  4.89it/s, loss=0.060, pair=2.637, adv=3.427, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 198/444 [00:37<00:50,  4.89it/s, loss=0.058, pair=14.148, adv=3.465, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 199/444 [00:37<00:49,  5.00it/s, loss=0.058, pair=14.148, adv=3.465, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 199/444 [00:37<00:49,  5.00it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 200/444 [00:37<00:44,  5.53it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 200/444 [00:37<00:44,  5.53it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 201/444 [00:37<00:45,  5.38it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 201/444 [00:37<00:45,  5.38it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 202/444 [00:37<00:41,  5.83it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  45%|▍| 202/444 [00:37<00:41,  5.83it/s, loss=0.059, pair=19.172, adv=3.449, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 203/444 [00:37<00:42,  5.67it/s, loss=0.059, pair=19.172, adv=3.449, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 203/444 [00:37<00:42,  5.67it/s, loss=0.037, pair=8.703, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  46%|▍| 204/444 [00:37<00:39,  6.09it/s, loss=0.037, pair=8.703, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  46%|▍| 204/444 [00:38<00:39,  6.09it/s, loss=0.062, pair=33.594, adv=3.475, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 205/444 [00:38<00:41,  5.77it/s, loss=0.062, pair=33.594, adv=3.475, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 205/444 [00:38<00:41,  5.77it/s, loss=0.039, pair=4.012, adv=3.453, sprd=0.00
Ep 007/60 [S1:deg_only]:  46%|▍| 206/444 [00:38<00:38,  6.15it/s, loss=0.039, pair=4.012, adv=3.453, sprd=0.00
Ep 007/60 [S1:deg_only]:  46%|▍| 206/444 [00:38<00:38,  6.15it/s, loss=0.071, pair=6.762, adv=3.457, sprd=0.00
Ep 007/60 [S1:deg_only]:  47%|▍| 207/444 [00:38<00:41,  5.73it/s, loss=0.071, pair=6.762, adv=3.457, sprd=0.00
Ep 007/60 [S1:deg_only]:  47%|▍| 207/444 [00:38<00:41,  5.73it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  47%|▍| 208/444 [00:38<00:38,  6.15it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  47%|▍| 208/444 [00:38<00:38,  6.15it/s, loss=0.065, pair=16.906, adv=3.480, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 209/444 [00:38<00:40,  5.84it/s, loss=0.065, pair=16.906, adv=3.480, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 209/444 [00:38<00:40,  5.84it/s, loss=0.058, pair=18.344, adv=3.456, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 210/444 [00:38<00:37,  6.22it/s, loss=0.058, pair=18.344, adv=3.456, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 210/444 [00:39<00:37,  6.22it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  48%|▍| 211/444 [00:39<00:40,  5.75it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  48%|▍| 211/444 [00:39<00:40,  5.75it/s, loss=0.063, pair=26.031, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 212/444 [00:39<00:37,  6.12it/s, loss=0.063, pair=26.031, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 212/444 [00:39<00:37,  6.12it/s, loss=0.054, pair=3.574, adv=3.448, sprd=0.00
Ep 007/60 [S1:deg_only]:  48%|▍| 213/444 [00:39<00:38,  5.94it/s, loss=0.054, pair=3.574, adv=3.448, sprd=0.00
Ep 007/60 [S1:deg_only]:  48%|▍| 213/444 [00:39<00:38,  5.94it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  48%|▍| 214/444 [00:39<00:36,  6.32it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  48%|▍| 214/444 [00:39<00:36,  6.32it/s, loss=0.164, pair=19.391, adv=3.444, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 215/444 [00:39<00:39,  5.79it/s, loss=0.164, pair=19.391, adv=3.444, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 215/444 [00:39<00:39,  5.79it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  49%|▍| 216/444 [00:39<00:36,  6.18it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  49%|▍| 216/444 [00:40<00:36,  6.18it/s, loss=0.098, pair=20.375, adv=3.482, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 217/444 [00:40<00:38,  5.85it/s, loss=0.098, pair=20.375, adv=3.482, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 217/444 [00:40<00:38,  5.85it/s, loss=0.050, pair=9.922, adv=3.430, sprd=0.00
Ep 007/60 [S1:deg_only]:  49%|▍| 218/444 [00:40<00:36,  6.20it/s, loss=0.050, pair=9.922, adv=3.430, sprd=0.00
Ep 007/60 [S1:deg_only]:  49%|▍| 218/444 [00:40<00:36,  6.20it/s, loss=0.073, pair=38.469, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 219/444 [00:40<00:38,  5.78it/s, loss=0.073, pair=38.469, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 219/444 [00:40<00:38,  5.78it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  50%|▍| 220/444 [00:40<00:36,  6.16it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  50%|▍| 220/444 [00:40<00:36,  6.16it/s, loss=0.170, pair=10.953, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 221/444 [00:40<00:37,  5.92it/s, loss=0.170, pair=10.953, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 221/444 [00:40<00:37,  5.92it/s, loss=0.070, pair=2.387, adv=3.452, sprd=0.00
Ep 007/60 [S1:deg_only]:  50%|▌| 222/444 [00:40<00:35,  6.26it/s, loss=0.070, pair=2.387, adv=3.452, sprd=0.00
Ep 007/60 [S1:deg_only]:  50%|▌| 222/444 [00:41<00:35,  6.26it/s, loss=0.061, pair=27.891, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 223/444 [00:41<00:38,  5.77it/s, loss=0.061, pair=27.891, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 223/444 [00:41<00:38,  5.77it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  50%|▌| 224/444 [00:41<00:35,  6.16it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  50%|▌| 224/444 [00:41<00:35,  6.16it/s, loss=0.043, pair=9.047, adv=3.480, sprd=0.00
Ep 007/60 [S1:deg_only]:  51%|▌| 225/444 [00:41<00:36,  5.93it/s, loss=0.043, pair=9.047, adv=3.480, sprd=0.00
Ep 007/60 [S1:deg_only]:  51%|▌| 225/444 [00:41<00:36,  5.93it/s, loss=0.051, pair=5.387, adv=3.420, sprd=0.00
Ep 007/60 [S1:deg_only]:  51%|▌| 226/444 [00:41<00:34,  6.26it/s, loss=0.051, pair=5.387, adv=3.420, sprd=0.00
Ep 007/60 [S1:deg_only]:  51%|▌| 226/444 [00:41<00:34,  6.26it/s, loss=0.046, pair=33.406, adv=3.472, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 227/444 [00:41<00:36,  5.97it/s, loss=0.046, pair=33.406, adv=3.472, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 227/444 [00:41<00:36,  5.97it/s, loss=0.038, pair=35.188, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 228/444 [00:41<00:34,  6.30it/s, loss=0.038, pair=35.188, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 228/444 [00:42<00:34,  6.30it/s, loss=0.065, pair=63.625, adv=3.471, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 229/444 [00:42<00:35,  5.98it/s, loss=0.065, pair=63.625, adv=3.471, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 229/444 [00:42<00:35,  5.98it/s, loss=0.045, pair=30.250, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 230/444 [00:42<00:33,  6.32it/s, loss=0.045, pair=30.250, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 230/444 [00:42<00:33,  6.32it/s, loss=0.052, pair=27.328, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 231/444 [00:42<00:36,  5.90it/s, loss=0.052, pair=27.328, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 231/444 [00:42<00:36,  5.90it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  52%|▌| 232/444 [00:42<00:33,  6.27it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  52%|▌| 232/444 [00:42<00:33,  6.27it/s, loss=0.056, pair=40.562, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 233/444 [00:42<00:36,  5.84it/s, loss=0.056, pair=40.562, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 233/444 [00:42<00:36,  5.84it/s, loss=0.038, pair=16.781, adv=3.462, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 234/444 [00:42<00:33,  6.21it/s, loss=0.038, pair=16.781, adv=3.462, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 234/444 [00:43<00:33,  6.21it/s, loss=0.109, pair=4.121, adv=3.450, sprd=0.00
Ep 007/60 [S1:deg_only]:  53%|▌| 235/444 [00:43<00:36,  5.76it/s, loss=0.109, pair=4.121, adv=3.450, sprd=0.00
Ep 007/60 [S1:deg_only]:  53%|▌| 235/444 [00:43<00:36,  5.76it/s, loss=0.040, pair=9.531, adv=3.438, sprd=0.00
Ep 007/60 [S1:deg_only]:  53%|▌| 236/444 [00:43<00:33,  6.16it/s, loss=0.040, pair=9.531, adv=3.438, sprd=0.00
Ep 007/60 [S1:deg_only]:  53%|▌| 236/444 [00:43<00:33,  6.16it/s, loss=0.060, pair=49.312, adv=3.466, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 237/444 [00:43<00:35,  5.84it/s, loss=0.060, pair=49.312, adv=3.466, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 237/444 [00:43<00:35,  5.84it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  54%|▌| 238/444 [00:43<00:33,  6.22it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  54%|▌| 238/444 [00:43<00:33,  6.22it/s, loss=0.402, pair=17.312, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 239/444 [00:43<00:35,  5.82it/s, loss=0.402, pair=17.312, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 239/444 [00:43<00:35,  5.82it/s, loss=0.041, pair=15.953, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 240/444 [00:43<00:32,  6.19it/s, loss=0.041, pair=15.953, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 240/444 [00:44<00:32,  6.19it/s, loss=0.057, pair=23.422, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 241/444 [00:44<00:36,  5.61it/s, loss=0.057, pair=23.422, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 241/444 [00:44<00:36,  5.61it/s, loss=0.072, pair=25.438, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 242/444 [00:44<00:33,  6.03it/s, loss=0.072, pair=25.438, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 242/444 [00:44<00:33,  6.03it/s, loss=0.107, pair=6.422, adv=3.465, sprd=0.00
Ep 007/60 [S1:deg_only]:  55%|▌| 243/444 [00:44<00:34,  5.89it/s, loss=0.107, pair=6.422, adv=3.465, sprd=0.00
Ep 007/60 [S1:deg_only]:  55%|▌| 243/444 [00:44<00:34,  5.89it/s, loss=0.037, pair=20.266, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 244/444 [00:44<00:32,  6.24it/s, loss=0.037, pair=20.266, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 244/444 [00:44<00:32,  6.24it/s, loss=0.052, pair=21.312, adv=3.437, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 245/444 [00:44<00:33,  5.88it/s, loss=0.052, pair=21.312, adv=3.437, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 245/444 [00:44<00:33,  5.88it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  55%|▌| 246/444 [00:44<00:31,  6.28it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  55%|▌| 246/444 [00:45<00:31,  6.28it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  56%|▌| 247/444 [00:45<00:33,  5.94it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  56%|▌| 247/444 [00:45<00:33,  5.94it/s, loss=0.045, pair=26.078, adv=3.436, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 248/444 [00:45<00:31,  6.29it/s, loss=0.045, pair=26.078, adv=3.436, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 248/444 [00:45<00:31,  6.29it/s, loss=0.059, pair=22.125, adv=3.453, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 249/444 [00:45<00:32,  5.91it/s, loss=0.059, pair=22.125, adv=3.453, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 249/444 [00:45<00:32,  5.91it/s, loss=0.056, pair=15.766, adv=3.416, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 250/444 [00:45<00:30,  6.28it/s, loss=0.056, pair=15.766, adv=3.416, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 250/444 [00:45<00:30,  6.28it/s, loss=0.160, pair=19.391, adv=3.416, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 251/444 [00:45<00:32,  5.99it/s, loss=0.160, pair=19.391, adv=3.416, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 251/444 [00:45<00:32,  5.99it/s, loss=0.043, pair=11.312, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 252/444 [00:45<00:30,  6.31it/s, loss=0.043, pair=11.312, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 252/444 [00:46<00:30,  6.31it/s, loss=0.120, pair=55.625, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 253/444 [00:46<00:32,  5.97it/s, loss=0.120, pair=55.625, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 253/444 [00:46<00:32,  5.97it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  57%|▌| 254/444 [00:46<00:30,  6.31it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  57%|▌| 254/444 [00:46<00:30,  6.31it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  57%|▌| 255/444 [00:46<00:32,  5.81it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  57%|▌| 255/444 [00:46<00:32,  5.81it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  58%|▌| 256/444 [00:46<00:30,  6.19it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  58%|▌| 256/444 [00:46<00:30,  6.19it/s, loss=0.037, pair=18.984, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 257/444 [00:46<00:33,  5.64it/s, loss=0.037, pair=18.984, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 257/444 [00:46<00:33,  5.64it/s, loss=0.050, pair=26.312, adv=3.472, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 258/444 [00:46<00:30,  6.03it/s, loss=0.050, pair=26.312, adv=3.472, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 258/444 [00:47<00:30,  6.03it/s, loss=0.335, pair=13.961, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 259/444 [00:47<00:31,  5.81it/s, loss=0.335, pair=13.961, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 259/444 [00:47<00:31,  5.81it/s, loss=0.040, pair=27.094, adv=3.447, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 260/444 [00:47<00:29,  6.20it/s, loss=0.040, pair=27.094, adv=3.447, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 260/444 [00:47<00:29,  6.20it/s, loss=0.073, pair=26.234, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 261/444 [00:47<00:32,  5.70it/s, loss=0.073, pair=26.234, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 261/444 [00:47<00:32,  5.70it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  59%|▌| 262/444 [00:47<00:29,  6.11it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  59%|▌| 262/444 [00:47<00:29,  6.11it/s, loss=0.056, pair=14.219, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 263/444 [00:47<00:31,  5.74it/s, loss=0.056, pair=14.219, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 263/444 [00:47<00:31,  5.74it/s, loss=0.039, pair=17.078, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 264/444 [00:47<00:29,  6.12it/s, loss=0.039, pair=17.078, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 264/444 [00:48<00:29,  6.12it/s, loss=0.062, pair=36.719, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 265/444 [00:48<00:30,  5.79it/s, loss=0.062, pair=36.719, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 265/444 [00:48<00:30,  5.79it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  60%|▌| 266/444 [00:48<00:28,  6.16it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  60%|▌| 266/444 [00:48<00:28,  6.16it/s, loss=0.154, pair=4.762, adv=3.437, sprd=0.00
Ep 007/60 [S1:deg_only]:  60%|▌| 267/444 [00:48<00:30,  5.78it/s, loss=0.154, pair=4.762, adv=3.437, sprd=0.00
Ep 007/60 [S1:deg_only]:  60%|▌| 267/444 [00:48<00:30,  5.78it/s, loss=0.168, pair=23.031, adv=3.424, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 268/444 [00:48<00:28,  6.15it/s, loss=0.168, pair=23.031, adv=3.424, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 268/444 [00:48<00:28,  6.15it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  61%|▌| 269/444 [00:48<00:31,  5.61it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  61%|▌| 269/444 [00:48<00:31,  5.61it/s, loss=0.050, pair=34.688, adv=3.458, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 270/444 [00:48<00:28,  6.05it/s, loss=0.050, pair=34.688, adv=3.458, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 270/444 [00:49<00:28,  6.05it/s, loss=0.073, pair=18.766, adv=3.467, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 271/444 [00:49<00:30,  5.69it/s, loss=0.073, pair=18.766, adv=3.467, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 271/444 [00:49<00:30,  5.69it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  61%|▌| 272/444 [00:49<00:28,  6.09it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  61%|▌| 272/444 [00:49<00:28,  6.09it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  61%|▌| 273/444 [00:49<00:29,  5.74it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  61%|▌| 273/444 [00:49<00:29,  5.74it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  62%|▌| 274/444 [00:49<00:27,  6.15it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  62%|▌| 274/444 [00:49<00:27,  6.15it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  62%|▌| 275/444 [00:49<00:28,  5.89it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  62%|▌| 275/444 [00:49<00:28,  5.89it/s, loss=0.038, pair=23.562, adv=3.454, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 276/444 [00:49<00:26,  6.25it/s, loss=0.038, pair=23.562, adv=3.454, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 276/444 [00:50<00:26,  6.25it/s, loss=0.058, pair=22.828, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 277/444 [00:50<00:28,  5.78it/s, loss=0.058, pair=22.828, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 277/444 [00:50<00:28,  5.78it/s, loss=0.060, pair=32.062, adv=3.463, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 278/444 [00:50<00:26,  6.17it/s, loss=0.060, pair=32.062, adv=3.463, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 278/444 [00:50<00:26,  6.17it/s, loss=0.061, pair=10.953, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 279/444 [00:50<00:29,  5.61it/s, loss=0.061, pair=10.953, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 279/444 [00:50<00:29,  5.61it/s, loss=0.056, pair=34.188, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 280/444 [00:50<00:27,  6.02it/s, loss=0.056, pair=34.188, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 280/444 [00:50<00:27,  6.02it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  63%|▋| 281/444 [00:50<00:29,  5.57it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  63%|▋| 281/444 [00:50<00:29,  5.57it/s, loss=0.066, pair=16.062, adv=3.474, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 282/444 [00:50<00:27,  5.97it/s, loss=0.066, pair=16.062, adv=3.474, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 282/444 [00:51<00:27,  5.97it/s, loss=0.070, pair=11.516, adv=3.476, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 283/444 [00:51<00:27,  5.79it/s, loss=0.070, pair=11.516, adv=3.476, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 283/444 [00:51<00:27,  5.79it/s, loss=0.046, pair=36.375, adv=3.463, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 284/444 [00:51<00:25,  6.18it/s, loss=0.046, pair=36.375, adv=3.463, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 284/444 [00:51<00:25,  6.18it/s, loss=0.064, pair=11.438, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 285/444 [00:51<00:27,  5.88it/s, loss=0.064, pair=11.438, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 285/444 [00:51<00:27,  5.88it/s, loss=0.059, pair=26.031, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 286/444 [00:51<00:25,  6.23it/s, loss=0.059, pair=26.031, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 286/444 [00:51<00:25,  6.23it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  65%|▋| 287/444 [00:51<00:26,  5.86it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  65%|▋| 287/444 [00:51<00:26,  5.86it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  65%|▋| 288/444 [00:51<00:25,  6.23it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  65%|▋| 288/444 [00:52<00:25,  6.23it/s, loss=0.171, pair=37.312, adv=3.483, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 289/444 [00:52<00:26,  5.87it/s, loss=0.171, pair=37.312, adv=3.483, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 289/444 [00:52<00:26,  5.87it/s, loss=0.043, pair=13.297, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 290/444 [00:52<00:24,  6.22it/s, loss=0.043, pair=13.297, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 290/444 [00:52<00:24,  6.22it/s, loss=0.145, pair=12.953, adv=3.484, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 291/444 [00:52<00:26,  5.85it/s, loss=0.145, pair=12.953, adv=3.484, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 291/444 [00:52<00:26,  5.85it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  66%|▋| 292/444 [00:52<00:24,  6.24it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  66%|▋| 292/444 [00:52<00:24,  6.24it/s, loss=0.091, pair=32.344, adv=3.426, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 293/444 [00:52<00:26,  5.80it/s, loss=0.091, pair=32.344, adv=3.426, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 293/444 [00:52<00:26,  5.80it/s, loss=0.062, pair=46.406, adv=3.473, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 294/444 [00:52<00:24,  6.19it/s, loss=0.062, pair=46.406, adv=3.473, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 294/444 [00:53<00:24,  6.19it/s, loss=0.055, pair=38.531, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 295/444 [00:53<00:25,  5.92it/s, loss=0.055, pair=38.531, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 295/444 [00:53<00:25,  5.92it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  67%|▋| 296/444 [00:53<00:23,  6.29it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  67%|▋| 296/444 [00:53<00:23,  6.29it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  67%|▋| 297/444 [00:53<00:24,  5.92it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  67%|▋| 297/444 [00:53<00:24,  5.92it/s, loss=0.052, pair=60.188, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 298/444 [00:53<00:23,  6.29it/s, loss=0.052, pair=60.188, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 298/444 [00:53<00:23,  6.29it/s, loss=0.040, pair=18.469, adv=3.447, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 299/444 [00:53<00:24,  6.00it/s, loss=0.040, pair=18.469, adv=3.447, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 299/444 [00:53<00:24,  6.00it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  68%|▋| 300/444 [00:53<00:22,  6.36it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  68%|▋| 300/444 [00:54<00:22,  6.36it/s, loss=0.035, pair=19.578, adv=3.433, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 301/444 [00:54<00:23,  6.02it/s, loss=0.035, pair=19.578, adv=3.433, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 301/444 [00:54<00:23,  6.02it/s, loss=0.056, pair=42.812, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 302/444 [00:54<00:22,  6.34it/s, loss=0.056, pair=42.812, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 302/444 [00:54<00:22,  6.34it/s, loss=0.180, pair=40.906, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 303/444 [00:54<00:24,  5.83it/s, loss=0.180, pair=40.906, adv=3.457, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 303/444 [00:54<00:24,  5.83it/s, loss=0.091, pair=31.891, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 304/444 [00:54<00:22,  6.21it/s, loss=0.091, pair=31.891, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 304/444 [00:54<00:22,  6.21it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  69%|▋| 305/444 [00:54<00:23,  5.85it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  69%|▋| 305/444 [00:54<00:23,  5.85it/s, loss=0.035, pair=11.008, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 306/444 [00:54<00:22,  6.21it/s, loss=0.035, pair=11.008, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 306/444 [00:55<00:22,  6.21it/s, loss=0.064, pair=11.445, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 307/444 [00:55<00:23,  5.77it/s, loss=0.064, pair=11.445, adv=3.455, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 307/444 [00:55<00:23,  5.77it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  69%|▋| 308/444 [00:55<00:22,  6.18it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  69%|▋| 308/444 [00:55<00:22,  6.18it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  70%|▋| 309/444 [00:55<00:22,  5.90it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  70%|▋| 309/444 [00:55<00:22,  5.90it/s, loss=0.037, pair=10.055, adv=3.437, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 310/444 [00:55<00:21,  6.26it/s, loss=0.037, pair=10.055, adv=3.437, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 310/444 [00:55<00:21,  6.26it/s, loss=0.057, pair=4.152, adv=3.429, sprd=0.00
Ep 007/60 [S1:deg_only]:  70%|▋| 311/444 [00:55<00:22,  5.93it/s, loss=0.057, pair=4.152, adv=3.429, sprd=0.00
Ep 007/60 [S1:deg_only]:  70%|▋| 311/444 [00:55<00:22,  5.93it/s, loss=0.054, pair=41.312, adv=3.446, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 312/444 [00:55<00:21,  6.28it/s, loss=0.054, pair=41.312, adv=3.446, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 312/444 [00:56<00:21,  6.28it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  70%|▋| 313/444 [00:56<00:22,  5.91it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  70%|▋| 313/444 [00:56<00:22,  5.91it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  71%|▋| 314/444 [00:56<00:20,  6.30it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  71%|▋| 314/444 [00:56<00:20,  6.30it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  71%|▋| 315/444 [00:56<00:22,  5.75it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  71%|▋| 315/444 [00:56<00:22,  5.75it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  71%|▋| 316/444 [00:56<00:20,  6.14it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  71%|▋| 316/444 [00:56<00:20,  6.14it/s, loss=0.063, pair=45.281, adv=3.451, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 317/444 [00:56<00:21,  5.89it/s, loss=0.063, pair=45.281, adv=3.451, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 317/444 [00:56<00:21,  5.89it/s, loss=0.044, pair=24.312, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 318/444 [00:56<00:20,  6.24it/s, loss=0.044, pair=24.312, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 318/444 [00:57<00:20,  6.24it/s, loss=0.173, pair=29.953, adv=3.498, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 319/444 [00:57<00:20,  6.05it/s, loss=0.173, pair=29.953, adv=3.498, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 319/444 [00:57<00:20,  6.05it/s, loss=0.048, pair=16.594, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 320/444 [00:57<00:19,  6.38it/s, loss=0.048, pair=16.594, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 320/444 [00:57<00:19,  6.38it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  72%|▋| 321/444 [00:57<00:20,  5.98it/s, loss=0.252, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  72%|▋| 321/444 [00:57<00:20,  5.98it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  73%|▋| 322/444 [00:57<00:19,  6.33it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  73%|▋| 322/444 [00:57<00:19,  6.33it/s, loss=0.189, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  73%|▋| 323/444 [00:57<00:20,  5.86it/s, loss=0.189, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  73%|▋| 323/444 [00:57<00:20,  5.86it/s, loss=0.050, pair=25.516, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 324/444 [00:57<00:19,  6.23it/s, loss=0.050, pair=25.516, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 324/444 [00:58<00:19,  6.23it/s, loss=0.162, pair=17.391, adv=3.486, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 325/444 [00:58<00:20,  5.94it/s, loss=0.162, pair=17.391, adv=3.486, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 325/444 [00:58<00:20,  5.94it/s, loss=0.078, pair=28.203, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 326/444 [00:58<00:18,  6.27it/s, loss=0.078, pair=28.203, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 326/444 [00:58<00:18,  6.27it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 327/444 [00:58<00:20,  5.82it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 327/444 [00:58<00:20,  5.82it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 328/444 [00:58<00:18,  6.19it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 328/444 [00:58<00:18,  6.19it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 329/444 [00:58<00:22,  5.05it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 329/444 [00:58<00:22,  5.05it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 330/444 [00:58<00:20,  5.56it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  74%|▋| 330/444 [00:59<00:20,  5.56it/s, loss=0.106, pair=35.625, adv=3.451, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▋| 331/444 [00:59<00:20,  5.43it/s, loss=0.106, pair=35.625, adv=3.451, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▋| 331/444 [00:59<00:20,  5.43it/s, loss=0.046, pair=2.855, adv=3.462, sprd=0.00
Ep 007/60 [S1:deg_only]:  75%|▋| 332/444 [00:59<00:19,  5.87it/s, loss=0.046, pair=2.855, adv=3.462, sprd=0.00
Ep 007/60 [S1:deg_only]:  75%|▋| 332/444 [00:59<00:19,  5.87it/s, loss=0.066, pair=19.422, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 333/444 [00:59<00:20,  5.50it/s, loss=0.066, pair=19.422, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 333/444 [00:59<00:20,  5.50it/s, loss=0.044, pair=16.969, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 334/444 [00:59<00:18,  5.92it/s, loss=0.044, pair=16.969, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 334/444 [00:59<00:18,  5.92it/s, loss=0.055, pair=24.562, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 335/444 [00:59<00:19,  5.68it/s, loss=0.055, pair=24.562, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 335/444 [00:59<00:19,  5.68it/s, loss=0.060, pair=33.625, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 336/444 [00:59<00:17,  6.10it/s, loss=0.060, pair=33.625, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 336/444 [01:00<00:17,  6.10it/s, loss=0.064, pair=7.074, adv=3.439, sprd=0.00
Ep 007/60 [S1:deg_only]:  76%|▊| 337/444 [01:00<00:18,  5.77it/s, loss=0.064, pair=7.074, adv=3.439, sprd=0.00
Ep 007/60 [S1:deg_only]:  76%|▊| 337/444 [01:00<00:18,  5.77it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  76%|▊| 338/444 [01:00<00:17,  6.17it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  76%|▊| 338/444 [01:00<00:17,  6.17it/s, loss=0.062, pair=29.234, adv=3.456, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 339/444 [01:00<00:17,  5.90it/s, loss=0.062, pair=29.234, adv=3.456, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 339/444 [01:00<00:17,  5.90it/s, loss=0.048, pair=35.156, adv=3.426, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 340/444 [01:00<00:16,  6.26it/s, loss=0.048, pair=35.156, adv=3.426, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 340/444 [01:00<00:16,  6.26it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  77%|▊| 341/444 [01:00<00:17,  6.03it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  77%|▊| 341/444 [01:00<00:17,  6.03it/s, loss=0.045, pair=34.406, adv=3.488, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 342/444 [01:00<00:16,  6.35it/s, loss=0.045, pair=34.406, adv=3.488, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 342/444 [01:01<00:16,  6.35it/s, loss=0.054, pair=26.797, adv=3.426, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 343/444 [01:01<00:16,  5.95it/s, loss=0.054, pair=26.797, adv=3.426, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 343/444 [01:01<00:16,  5.95it/s, loss=0.050, pair=45.875, adv=3.468, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 344/444 [01:01<00:15,  6.31it/s, loss=0.050, pair=45.875, adv=3.468, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 344/444 [01:01<00:15,  6.31it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  78%|▊| 345/444 [01:01<00:16,  5.84it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  78%|▊| 345/444 [01:01<00:16,  5.84it/s, loss=0.043, pair=38.125, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 346/444 [01:01<00:15,  6.20it/s, loss=0.043, pair=38.125, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 346/444 [01:01<00:15,  6.20it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  78%|▊| 347/444 [01:01<00:16,  5.74it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  78%|▊| 347/444 [01:01<00:16,  5.74it/s, loss=0.047, pair=20.672, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 348/444 [01:01<00:15,  6.11it/s, loss=0.047, pair=20.672, adv=3.409, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 348/444 [01:02<00:15,  6.11it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 349/444 [01:02<00:16,  5.65it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 349/444 [01:02<00:16,  5.65it/s, loss=0.064, pair=2.418, adv=3.446, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 350/444 [01:02<00:15,  6.03it/s, loss=0.064, pair=2.418, adv=3.446, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 350/444 [01:02<00:15,  6.03it/s, loss=0.166, pair=9.734, adv=3.455, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 351/444 [01:02<00:16,  5.78it/s, loss=0.166, pair=9.734, adv=3.455, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 351/444 [01:02<00:16,  5.78it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 352/444 [01:02<00:14,  6.18it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  79%|▊| 352/444 [01:02<00:14,  6.18it/s, loss=0.066, pair=5.668, adv=3.458, sprd=0.00
Ep 007/60 [S1:deg_only]:  80%|▊| 353/444 [01:02<00:15,  5.93it/s, loss=0.066, pair=5.668, adv=3.458, sprd=0.00
Ep 007/60 [S1:deg_only]:  80%|▊| 353/444 [01:02<00:15,  5.93it/s, loss=0.067, pair=40.750, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 354/444 [01:02<00:14,  6.28it/s, loss=0.067, pair=40.750, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 354/444 [01:03<00:14,  6.28it/s, loss=0.079, pair=33.750, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 355/444 [01:03<00:15,  5.88it/s, loss=0.079, pair=33.750, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 355/444 [01:03<00:15,  5.88it/s, loss=0.039, pair=8.438, adv=3.473, sprd=0.00
Ep 007/60 [S1:deg_only]:  80%|▊| 356/444 [01:03<00:14,  6.24it/s, loss=0.039, pair=8.438, adv=3.473, sprd=0.00
Ep 007/60 [S1:deg_only]:  80%|▊| 356/444 [01:03<00:14,  6.24it/s, loss=0.104, pair=20.688, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 357/444 [01:03<00:14,  5.88it/s, loss=0.104, pair=20.688, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 357/444 [01:03<00:14,  5.88it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  81%|▊| 358/444 [01:03<00:13,  6.27it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  81%|▊| 358/444 [01:03<00:13,  6.27it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  81%|▊| 359/444 [01:03<00:14,  5.74it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  81%|▊| 359/444 [01:03<00:14,  5.74it/s, loss=0.050, pair=24.062, adv=3.482, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 360/444 [01:03<00:13,  6.15it/s, loss=0.050, pair=24.062, adv=3.482, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 360/444 [01:04<00:13,  6.15it/s, loss=0.071, pair=39.938, adv=3.486, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 361/444 [01:04<00:13,  5.94it/s, loss=0.071, pair=39.938, adv=3.486, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 361/444 [01:04<00:13,  5.94it/s, loss=0.065, pair=22.359, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 362/444 [01:04<00:13,  6.28it/s, loss=0.065, pair=22.359, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 362/444 [01:04<00:13,  6.28it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  82%|▊| 363/444 [01:04<00:13,  5.89it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  82%|▊| 363/444 [01:04<00:13,  5.89it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  82%|▊| 364/444 [01:04<00:12,  6.26it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  82%|▊| 364/444 [01:04<00:12,  6.26it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  82%|▊| 365/444 [01:04<00:13,  5.82it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  82%|▊| 365/444 [01:04<00:13,  5.82it/s, loss=0.057, pair=16.453, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 366/444 [01:04<00:12,  6.19it/s, loss=0.057, pair=16.453, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 366/444 [01:05<00:12,  6.19it/s, loss=0.065, pair=1.388, adv=3.464, sprd=0.00
Ep 007/60 [S1:deg_only]:  83%|▊| 367/444 [01:05<00:13,  5.91it/s, loss=0.065, pair=1.388, adv=3.464, sprd=0.00
Ep 007/60 [S1:deg_only]:  83%|▊| 367/444 [01:05<00:13,  5.91it/s, loss=0.040, pair=28.125, adv=3.441, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 368/444 [01:05<00:12,  6.28it/s, loss=0.040, pair=28.125, adv=3.441, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 368/444 [01:05<00:12,  6.28it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  83%|▊| 369/444 [01:05<00:12,  5.85it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  83%|▊| 369/444 [01:05<00:12,  5.85it/s, loss=0.059, pair=5.637, adv=3.484, sprd=0.00
Ep 007/60 [S1:deg_only]:  83%|▊| 370/444 [01:05<00:11,  6.23it/s, loss=0.059, pair=5.637, adv=3.484, sprd=0.00
Ep 007/60 [S1:deg_only]:  83%|▊| 370/444 [01:05<00:11,  6.23it/s, loss=0.069, pair=30.609, adv=3.458, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 371/444 [01:05<00:12,  5.76it/s, loss=0.069, pair=30.609, adv=3.458, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 371/444 [01:05<00:12,  5.76it/s, loss=0.047, pair=30.016, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 372/444 [01:05<00:11,  6.14it/s, loss=0.047, pair=30.016, adv=3.375, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 372/444 [01:06<00:11,  6.14it/s, loss=0.070, pair=12.266, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 373/444 [01:06<00:12,  5.80it/s, loss=0.070, pair=12.266, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 373/444 [01:06<00:12,  5.80it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  84%|▊| 374/444 [01:06<00:11,  6.18it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  84%|▊| 374/444 [01:06<00:11,  6.18it/s, loss=0.073, pair=48.531, adv=3.446, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 375/444 [01:06<00:11,  5.92it/s, loss=0.073, pair=48.531, adv=3.446, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 375/444 [01:06<00:11,  5.92it/s, loss=0.044, pair=24.078, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 376/444 [01:06<00:10,  6.28it/s, loss=0.044, pair=24.078, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 376/444 [01:06<00:10,  6.28it/s, loss=0.062, pair=19.609, adv=3.471, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 377/444 [01:06<00:11,  5.84it/s, loss=0.062, pair=19.609, adv=3.471, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 377/444 [01:06<00:11,  5.84it/s, loss=0.046, pair=11.641, adv=3.477, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 378/444 [01:06<00:10,  6.18it/s, loss=0.046, pair=11.641, adv=3.477, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 378/444 [01:07<00:10,  6.18it/s, loss=0.057, pair=49.281, adv=3.444, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 379/444 [01:07<00:11,  5.51it/s, loss=0.057, pair=49.281, adv=3.444, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 379/444 [01:07<00:11,  5.51it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 380/444 [01:07<00:10,  5.94it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 380/444 [01:07<00:10,  5.94it/s, loss=0.055, pair=16.109, adv=3.503, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 381/444 [01:07<00:11,  5.72it/s, loss=0.055, pair=16.109, adv=3.503, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 381/444 [01:07<00:11,  5.72it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 382/444 [01:07<00:10,  6.11it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 382/444 [01:07<00:10,  6.11it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 383/444 [01:07<00:10,  5.78it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 383/444 [01:07<00:10,  5.78it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 384/444 [01:07<00:09,  6.16it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  86%|▊| 384/444 [01:08<00:09,  6.16it/s, loss=0.061, pair=65.312, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 385/444 [01:08<00:10,  5.81it/s, loss=0.061, pair=65.312, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 385/444 [01:08<00:10,  5.81it/s, loss=0.053, pair=3.684, adv=3.429, sprd=0.00
Ep 007/60 [S1:deg_only]:  87%|▊| 386/444 [01:08<00:09,  6.19it/s, loss=0.053, pair=3.684, adv=3.429, sprd=0.00
Ep 007/60 [S1:deg_only]:  87%|▊| 386/444 [01:08<00:09,  6.19it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  87%|▊| 387/444 [01:08<00:09,  5.80it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  87%|▊| 387/444 [01:08<00:09,  5.80it/s, loss=0.035, pair=8.828, adv=3.504, sprd=0.00
Ep 007/60 [S1:deg_only]:  87%|▊| 388/444 [01:08<00:09,  6.17it/s, loss=0.035, pair=8.828, adv=3.504, sprd=0.00
Ep 007/60 [S1:deg_only]:  87%|▊| 388/444 [01:08<00:09,  6.17it/s, loss=0.069, pair=12.664, adv=3.490, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 389/444 [01:08<00:09,  5.81it/s, loss=0.069, pair=12.664, adv=3.490, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 389/444 [01:08<00:09,  5.81it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  88%|▉| 390/444 [01:08<00:08,  6.19it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  88%|▉| 390/444 [01:09<00:08,  6.19it/s, loss=0.049, pair=21.734, adv=3.494, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 391/444 [01:09<00:08,  5.90it/s, loss=0.049, pair=21.734, adv=3.494, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 391/444 [01:09<00:08,  5.90it/s, loss=0.038, pair=9.969, adv=3.457, sprd=0.00
Ep 007/60 [S1:deg_only]:  88%|▉| 392/444 [01:09<00:08,  6.24it/s, loss=0.038, pair=9.969, adv=3.457, sprd=0.00
Ep 007/60 [S1:deg_only]:  88%|▉| 392/444 [01:09<00:08,  6.24it/s, loss=0.117, pair=13.281, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 393/444 [01:09<00:09,  5.66it/s, loss=0.117, pair=13.281, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 393/444 [01:09<00:09,  5.66it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  89%|▉| 394/444 [01:09<00:08,  6.06it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  89%|▉| 394/444 [01:09<00:08,  6.06it/s, loss=0.056, pair=36.969, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 395/444 [01:09<00:08,  5.65it/s, loss=0.056, pair=36.969, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 395/444 [01:09<00:08,  5.65it/s, loss=0.045, pair=20.453, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 396/444 [01:09<00:07,  6.07it/s, loss=0.045, pair=20.453, adv=3.430, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 396/444 [01:10<00:07,  6.07it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  89%|▉| 397/444 [01:10<00:08,  5.70it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  89%|▉| 397/444 [01:10<00:08,  5.70it/s, loss=0.033, pair=15.055, adv=3.472, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 398/444 [01:10<00:07,  6.10it/s, loss=0.033, pair=15.055, adv=3.472, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 398/444 [01:10<00:07,  6.10it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  90%|▉| 399/444 [01:10<00:07,  5.63it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  90%|▉| 399/444 [01:10<00:07,  5.63it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  90%|▉| 400/444 [01:10<00:07,  6.06it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  90%|▉| 400/444 [01:10<00:07,  6.06it/s, loss=0.051, pair=14.359, adv=3.452, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 401/444 [01:10<00:07,  5.53it/s, loss=0.051, pair=14.359, adv=3.452, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 401/444 [01:11<00:07,  5.53it/s, loss=0.033, pair=8.703, adv=3.499, sprd=0.00
Ep 007/60 [S1:deg_only]:  91%|▉| 402/444 [01:11<00:07,  5.94it/s, loss=0.033, pair=8.703, adv=3.499, sprd=0.00
Ep 007/60 [S1:deg_only]:  91%|▉| 402/444 [01:11<00:07,  5.94it/s, loss=0.166, pair=19.453, adv=3.474, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 403/444 [01:11<00:07,  5.75it/s, loss=0.166, pair=19.453, adv=3.474, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 403/444 [01:11<00:07,  5.75it/s, loss=0.036, pair=24.750, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 404/444 [01:11<00:06,  6.14it/s, loss=0.036, pair=24.750, adv=3.450, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 404/444 [01:11<00:06,  6.14it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  91%|▉| 405/444 [01:11<00:06,  5.82it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  91%|▉| 405/444 [01:11<00:06,  5.82it/s, loss=0.035, pair=52.500, adv=3.461, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 406/444 [01:11<00:06,  6.20it/s, loss=0.035, pair=52.500, adv=3.461, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 406/444 [01:11<00:06,  6.20it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  92%|▉| 407/444 [01:11<00:06,  5.68it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  92%|▉| 407/444 [01:12<00:06,  5.68it/s, loss=0.043, pair=13.141, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 408/444 [01:12<00:05,  6.07it/s, loss=0.043, pair=13.141, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 408/444 [01:12<00:05,  6.07it/s, loss=0.048, pair=16.750, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 409/444 [01:12<00:06,  5.77it/s, loss=0.048, pair=16.750, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 409/444 [01:12<00:06,  5.77it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  92%|▉| 410/444 [01:12<00:05,  6.15it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  92%|▉| 410/444 [01:12<00:05,  6.15it/s, loss=0.061, pair=31.859, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 411/444 [01:12<00:05,  5.75it/s, loss=0.061, pair=31.859, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 411/444 [01:12<00:05,  5.75it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 412/444 [01:12<00:05,  6.15it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 412/444 [01:12<00:05,  6.15it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 413/444 [01:12<00:05,  5.84it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 413/444 [01:13<00:05,  5.84it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 414/444 [01:13<00:04,  6.20it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 414/444 [01:13<00:04,  6.20it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 415/444 [01:13<00:04,  5.85it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  93%|▉| 415/444 [01:13<00:04,  5.85it/s, loss=0.042, pair=59.719, adv=3.462, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 416/444 [01:13<00:04,  6.22it/s, loss=0.042, pair=59.719, adv=3.462, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 416/444 [01:13<00:04,  6.22it/s, loss=0.041, pair=16.750, adv=3.433, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 417/444 [01:13<00:04,  5.93it/s, loss=0.041, pair=16.750, adv=3.433, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 417/444 [01:13<00:04,  5.93it/s, loss=0.046, pair=7.840, adv=3.445, sprd=0.00
Ep 007/60 [S1:deg_only]:  94%|▉| 418/444 [01:13<00:04,  6.28it/s, loss=0.046, pair=7.840, adv=3.445, sprd=0.00
Ep 007/60 [S1:deg_only]:  94%|▉| 418/444 [01:13<00:04,  6.28it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  94%|▉| 419/444 [01:13<00:04,  5.86it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  94%|▉| 419/444 [01:13<00:04,  5.86it/s, loss=0.063, pair=13.500, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 420/444 [01:13<00:03,  6.21it/s, loss=0.063, pair=13.500, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 420/444 [01:14<00:03,  6.21it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  95%|▉| 421/444 [01:14<00:03,  5.81it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  95%|▉| 421/444 [01:14<00:03,  5.81it/s, loss=0.038, pair=8.633, adv=3.494, sprd=0.00
Ep 007/60 [S1:deg_only]:  95%|▉| 422/444 [01:14<00:03,  6.21it/s, loss=0.038, pair=8.633, adv=3.494, sprd=0.00
Ep 007/60 [S1:deg_only]:  95%|▉| 422/444 [01:14<00:03,  6.21it/s, loss=0.068, pair=41.125, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 423/444 [01:14<00:03,  5.91it/s, loss=0.068, pair=41.125, adv=3.445, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 423/444 [01:14<00:03,  5.91it/s, loss=0.042, pair=1.388, adv=3.406, sprd=0.00
Ep 007/60 [S1:deg_only]:  95%|▉| 424/444 [01:14<00:03,  6.25it/s, loss=0.042, pair=1.388, adv=3.406, sprd=0.00
Ep 007/60 [S1:deg_only]:  95%|▉| 424/444 [01:14<00:03,  6.25it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  96%|▉| 425/444 [01:14<00:03,  5.75it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  96%|▉| 425/444 [01:14<00:03,  5.75it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  96%|▉| 426/444 [01:14<00:02,  6.15it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  96%|▉| 426/444 [01:15<00:02,  6.15it/s, loss=0.047, pair=57.531, adv=3.440, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 427/444 [01:15<00:02,  5.78it/s, loss=0.047, pair=57.531, adv=3.440, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 427/444 [01:15<00:02,  5.78it/s, loss=0.062, pair=7.230, adv=3.433, sprd=0.00
Ep 007/60 [S1:deg_only]:  96%|▉| 428/444 [01:15<00:02,  6.16it/s, loss=0.062, pair=7.230, adv=3.433, sprd=0.00
Ep 007/60 [S1:deg_only]:  96%|▉| 428/444 [01:15<00:02,  6.16it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  97%|▉| 429/444 [01:15<00:02,  5.86it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  97%|▉| 429/444 [01:15<00:02,  5.86it/s, loss=0.072, pair=8.203, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  97%|▉| 430/444 [01:15<00:02,  6.23it/s, loss=0.072, pair=8.203, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  97%|▉| 430/444 [01:15<00:02,  6.23it/s, loss=0.070, pair=11.266, adv=3.436, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 431/444 [01:15<00:02,  5.95it/s, loss=0.070, pair=11.266, adv=3.436, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 431/444 [01:15<00:02,  5.95it/s, loss=0.052, pair=6.520, adv=3.407, sprd=0.00
Ep 007/60 [S1:deg_only]:  97%|▉| 432/444 [01:15<00:01,  6.28it/s, loss=0.052, pair=6.520, adv=3.407, sprd=0.00
Ep 007/60 [S1:deg_only]:  97%|▉| 432/444 [01:16<00:01,  6.28it/s, loss=0.072, pair=5.090, adv=3.458, sprd=0.00
Ep 007/60 [S1:deg_only]:  98%|▉| 433/444 [01:16<00:01,  5.95it/s, loss=0.072, pair=5.090, adv=3.458, sprd=0.00
Ep 007/60 [S1:deg_only]:  98%|▉| 433/444 [01:16<00:01,  5.95it/s, loss=0.065, pair=16.875, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 434/444 [01:16<00:01,  6.30it/s, loss=0.065, pair=16.875, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 434/444 [01:16<00:01,  6.30it/s, loss=0.053, pair=9.109, adv=3.409, sprd=0.00
Ep 007/60 [S1:deg_only]:  98%|▉| 435/444 [01:16<00:01,  5.77it/s, loss=0.053, pair=9.109, adv=3.409, sprd=0.00
Ep 007/60 [S1:deg_only]:  98%|▉| 435/444 [01:16<00:01,  5.77it/s, loss=0.052, pair=10.734, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 436/444 [01:16<00:01,  6.17it/s, loss=0.052, pair=10.734, adv=3.434, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 436/444 [01:16<00:01,  6.17it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  98%|▉| 437/444 [01:16<00:01,  5.60it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  98%|▉| 437/444 [01:17<00:01,  5.60it/s, loss=0.052, pair=15.625, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 438/444 [01:17<00:00,  6.04it/s, loss=0.052, pair=15.625, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 438/444 [01:17<00:00,  6.04it/s, loss=0.084, pair=0.137, adv=3.441, sprd=0.00
Ep 007/60 [S1:deg_only]:  99%|▉| 439/444 [01:17<00:00,  5.75it/s, loss=0.084, pair=0.137, adv=3.441, sprd=0.00
Ep 007/60 [S1:deg_only]:  99%|▉| 439/444 [01:17<00:00,  5.75it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  99%|▉| 440/444 [01:17<00:00,  6.14it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]:  99%|▉| 440/444 [01:17<00:00,  6.14it/s, loss=0.262, pair=46.469, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 441/444 [01:17<00:00,  5.88it/s, loss=0.262, pair=46.469, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 441/444 [01:17<00:00,  5.88it/s, loss=0.058, pair=10.391, adv=3.452, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 442/444 [01:17<00:00,  6.25it/s, loss=0.058, pair=10.391, adv=3.452, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 442/444 [01:17<00:00,  6.25it/s, loss=0.074, pair=10.133, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 443/444 [01:17<00:00,  5.87it/s, loss=0.074, pair=10.133, adv=3.428, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 443/444 [01:17<00:00,  5.87it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 007/60 [S1:deg_only]: 100%|█| 444/444 [01:17<00:00,  6.25it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
                                                                                                              
Epoch 007/60 [S1:deg_only]  loss=0.0789  mat=0.2533  sens=15.9758  pair=15.2773  adv=2.3788(rand=3.37)  deg=0.0226  orth=0.0209  spread=0.0017  q_mean=51.2  q_std=20.3  α=0.10 β=0.00 γ=1.00 λ_grl=0.462  lr=9.77e-05  78s

Ep 008/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 008/60 [S1:deg_only]:   0%|        | 0/444 [00:00<?, ?it/s, loss=0.096, pair=27.172, adv=3.476, sprd=0.001]
Ep 008/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:39,  2.78it/s, loss=0.096, pair=27.172, adv=3.476, sprd=0.001
Ep 008/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:39,  2.78it/s, loss=0.040, pair=7.293, adv=3.451, sprd=0.001]
Ep 008/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:41,  4.37it/s, loss=0.040, pair=7.293, adv=3.451, sprd=0.001]
Ep 008/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:41,  4.37it/s, loss=0.049, pair=13.070, adv=3.461, sprd=0.001
Ep 008/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:34,  4.65it/s, loss=0.049, pair=13.070, adv=3.461, sprd=0.001
Ep 008/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:34,  4.65it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 008/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:21,  5.42it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 008/60 [S1:deg_only]:   1%| | 4/444 [00:01<01:21,  5.42it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.001]
Ep 008/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:23,  5.24it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.001]
Ep 008/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:23,  5.24it/s, loss=0.036, pair=13.328, adv=3.514, sprd=0.001
Ep 008/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:15,  5.80it/s, loss=0.036, pair=13.328, adv=3.514, sprd=0.001
Ep 008/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:15,  5.80it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001]
Ep 008/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:18,  5.56it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001]
Ep 008/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:18,  5.56it/s, loss=0.145, pair=65.188, adv=3.439, sprd=0.001
Ep 008/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  6.02it/s, loss=0.145, pair=65.188, adv=3.439, sprd=0.001
Ep 008/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  6.02it/s, loss=0.054, pair=0.763, adv=3.432, sprd=0.001]
Ep 008/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:17,  5.64it/s, loss=0.054, pair=0.763, adv=3.432, sprd=0.001]
Ep 008/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:17,  5.64it/s, loss=0.034, pair=17.203, adv=3.465, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:11,  6.07it/s, loss=0.034, pair=17.203, adv=3.465, sprd=0.00
Ep 008/60 [S1:deg_only]:   2%| | 10/444 [00:02<01:11,  6.07it/s, loss=0.071, pair=12.641, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.75it/s, loss=0.071, pair=12.641, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.75it/s, loss=0.060, pair=61.719, adv=3.471, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=0.060, pair=61.719, adv=3.471, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=0.073, pair=22.094, adv=3.471, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.83it/s, loss=0.073, pair=22.094, adv=3.471, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.83it/s, loss=0.058, pair=10.625, adv=3.425, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.18it/s, loss=0.058, pair=10.625, adv=3.425, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.18it/s, loss=0.057, pair=14.703, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:14,  5.76it/s, loss=0.057, pair=14.703, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:14,  5.76it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:09,  6.15it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   4%| | 16/444 [00:03<01:09,  6.15it/s, loss=0.050, pair=13.766, adv=3.455, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:14,  5.71it/s, loss=0.050, pair=13.766, adv=3.455, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:14,  5.71it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 008/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.13it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 008/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:09,  6.13it/s, loss=0.086, pair=22.203, adv=3.473, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.81it/s, loss=0.086, pair=22.203, adv=3.473, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.81it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.002
Ep 008/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.21it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.002
Ep 008/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.21it/s, loss=0.065, pair=7.723, adv=3.388, sprd=0.001
Ep 008/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.84it/s, loss=0.065, pair=7.723, adv=3.388, sprd=0.001
Ep 008/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.84it/s, loss=0.034, pair=28.406, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:08,  6.19it/s, loss=0.034, pair=28.406, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 22/444 [00:04<01:08,  6.19it/s, loss=0.058, pair=16.656, adv=3.472, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:13,  5.76it/s, loss=0.058, pair=16.656, adv=3.472, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:13,  5.76it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:08,  6.16it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:08,  6.16it/s, loss=0.051, pair=22.859, adv=3.449, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:12,  5.77it/s, loss=0.051, pair=22.859, adv=3.449, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:12,  5.77it/s, loss=0.049, pair=16.344, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:08,  6.14it/s, loss=0.049, pair=16.344, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:08,  6.14it/s, loss=0.052, pair=13.742, adv=3.423, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:13,  5.70it/s, loss=0.052, pair=13.742, adv=3.423, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:13,  5.70it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:08,  6.10it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   6%| | 28/444 [00:05<01:08,  6.10it/s, loss=0.086, pair=7.000, adv=3.468, sprd=0.001
Ep 008/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:12,  5.72it/s, loss=0.086, pair=7.000, adv=3.468, sprd=0.001
Ep 008/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:12,  5.72it/s, loss=0.035, pair=42.188, adv=3.480, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:08,  6.08it/s, loss=0.035, pair=42.188, adv=3.480, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:08,  6.08it/s, loss=0.071, pair=17.250, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:12,  5.70it/s, loss=0.071, pair=17.250, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:12,  5.70it/s, loss=0.036, pair=58.469, adv=3.475, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=0.036, pair=58.469, adv=3.475, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=0.052, pair=7.840, adv=3.439, sprd=0.002
Ep 008/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:12,  5.68it/s, loss=0.052, pair=7.840, adv=3.439, sprd=0.002
Ep 008/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:12,  5.68it/s, loss=0.038, pair=16.141, adv=3.462, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:07,  6.06it/s, loss=0.038, pair=16.141, adv=3.462, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 34/444 [00:06<01:07,  6.06it/s, loss=0.076, pair=20.125, adv=3.455, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:10,  5.78it/s, loss=0.076, pair=20.125, adv=3.455, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:10,  5.78it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:06,  6.16it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:06,  6.16it/s, loss=0.058, pair=0.513, adv=3.457, sprd=0.001
Ep 008/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:11,  5.66it/s, loss=0.058, pair=0.513, adv=3.457, sprd=0.001
Ep 008/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:11,  5.66it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:06,  6.06it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:06,  6.06it/s, loss=0.052, pair=37.656, adv=3.444, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:11,  5.67it/s, loss=0.052, pair=37.656, adv=3.444, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:11,  5.67it/s, loss=0.038, pair=7.121, adv=3.486, sprd=0.001
Ep 008/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:06,  6.08it/s, loss=0.038, pair=7.121, adv=3.486, sprd=0.001
Ep 008/60 [S1:deg_only]:   9%| | 40/444 [00:07<01:06,  6.08it/s, loss=0.056, pair=47.875, adv=3.485, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:09,  5.79it/s, loss=0.056, pair=47.875, adv=3.485, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:09,  5.79it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.16it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:05,  6.16it/s, loss=0.051, pair=37.250, adv=3.478, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.75it/s, loss=0.051, pair=37.250, adv=3.478, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.75it/s, loss=0.034, pair=58.875, adv=3.435, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.13it/s, loss=0.034, pair=58.875, adv=3.435, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.13it/s, loss=0.055, pair=29.969, adv=3.422, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:09,  5.71it/s, loss=0.055, pair=29.969, adv=3.422, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:09,  5.71it/s, loss=0.034, pair=49.469, adv=3.447, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:05,  6.10it/s, loss=0.034, pair=49.469, adv=3.447, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 46/444 [00:08<01:05,  6.10it/s, loss=0.081, pair=15.641, adv=3.491, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:09,  5.75it/s, loss=0.081, pair=15.641, adv=3.491, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:09,  5.75it/s, loss=0.041, pair=4.199, adv=3.452, sprd=0.001
Ep 008/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.15it/s, loss=0.041, pair=4.199, adv=3.452, sprd=0.001
Ep 008/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.15it/s, loss=0.068, pair=12.641, adv=3.481, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:06,  5.93it/s, loss=0.068, pair=12.641, adv=3.481, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:06,  5.93it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.002
Ep 008/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:02,  6.28it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.002
Ep 008/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:02,  6.28it/s, loss=0.058, pair=54.812, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:07,  5.81it/s, loss=0.058, pair=54.812, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:07,  5.81it/s, loss=0.046, pair=1.535, adv=3.442, sprd=0.001
Ep 008/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:03,  6.20it/s, loss=0.046, pair=1.535, adv=3.442, sprd=0.001
Ep 008/60 [S1:deg_only]:  12%| | 52/444 [00:09<01:03,  6.20it/s, loss=0.057, pair=23.406, adv=3.438, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:05,  5.93it/s, loss=0.057, pair=23.406, adv=3.438, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:05,  5.93it/s, loss=0.044, pair=29.922, adv=3.474, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.27it/s, loss=0.044, pair=29.922, adv=3.474, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.27it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.002
Ep 008/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:05,  5.96it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.002
Ep 008/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:05,  5.96it/s, loss=0.036, pair=47.688, adv=3.494, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:01,  6.29it/s, loss=0.036, pair=47.688, adv=3.494, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:01,  6.29it/s, loss=0.094, pair=29.641, adv=3.494, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:04,  6.00it/s, loss=0.094, pair=29.641, adv=3.494, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:04,  6.00it/s, loss=0.041, pair=19.062, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:00,  6.35it/s, loss=0.041, pair=19.062, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 58/444 [00:10<01:00,  6.35it/s, loss=0.065, pair=33.500, adv=3.454, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:05,  5.87it/s, loss=0.065, pair=33.500, adv=3.454, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:05,  5.87it/s, loss=0.048, pair=26.953, adv=3.475, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.23it/s, loss=0.048, pair=26.953, adv=3.475, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.23it/s, loss=0.070, pair=30.453, adv=3.426, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:04,  5.91it/s, loss=0.070, pair=30.453, adv=3.426, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:04,  5.91it/s, loss=0.041, pair=2.043, adv=3.420, sprd=0.002
Ep 008/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.25it/s, loss=0.041, pair=2.043, adv=3.420, sprd=0.002
Ep 008/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.25it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:03,  6.04it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:03,  6.04it/s, loss=0.045, pair=13.344, adv=3.405, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<00:59,  6.38it/s, loss=0.045, pair=13.344, adv=3.405, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 64/444 [00:11<00:59,  6.38it/s, loss=0.057, pair=43.219, adv=3.508, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:03,  5.98it/s, loss=0.057, pair=43.219, adv=3.508, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:03,  5.98it/s, loss=0.042, pair=59.844, adv=3.484, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<00:59,  6.32it/s, loss=0.042, pair=59.844, adv=3.484, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<00:59,  6.32it/s, loss=0.041, pair=29.453, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.88it/s, loss=0.041, pair=29.453, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.88it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.26it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.26it/s, loss=0.244, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:03,  5.93it/s, loss=0.244, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:03,  5.93it/s, loss=0.053, pair=60.688, adv=3.477, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<00:59,  6.29it/s, loss=0.053, pair=60.688, adv=3.477, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 70/444 [00:12<00:59,  6.29it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:02,  5.93it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:02,  5.93it/s, loss=0.036, pair=0.200, adv=3.472, sprd=0.001
Ep 008/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.29it/s, loss=0.036, pair=0.200, adv=3.472, sprd=0.001
Ep 008/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.29it/s, loss=0.050, pair=39.562, adv=3.449, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.88it/s, loss=0.050, pair=39.562, adv=3.449, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.88it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.27it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.27it/s, loss=0.048, pair=15.977, adv=3.440, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:01,  5.99it/s, loss=0.048, pair=15.977, adv=3.440, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:01,  5.99it/s, loss=0.038, pair=22.234, adv=3.483, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:58,  6.32it/s, loss=0.038, pair=22.234, adv=3.483, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 76/444 [00:13<00:58,  6.32it/s, loss=0.068, pair=58.438, adv=3.438, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:05,  5.59it/s, loss=0.068, pair=58.438, adv=3.438, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:05,  5.59it/s, loss=0.042, pair=33.812, adv=3.444, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<01:00,  6.02it/s, loss=0.042, pair=33.812, adv=3.444, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<01:00,  6.02it/s, loss=0.191, pair=17.703, adv=3.478, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:05,  5.57it/s, loss=0.191, pair=17.703, adv=3.478, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:05,  5.57it/s, loss=0.057, pair=10.203, adv=3.465, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<01:00,  6.00it/s, loss=0.057, pair=10.203, adv=3.465, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<01:00,  6.00it/s, loss=0.052, pair=37.938, adv=3.474, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:04,  5.64it/s, loss=0.052, pair=37.938, adv=3.474, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:04,  5.64it/s, loss=0.039, pair=24.938, adv=3.417, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:59,  6.05it/s, loss=0.039, pair=24.938, adv=3.417, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 82/444 [00:14<00:59,  6.05it/s, loss=0.072, pair=62.281, adv=3.472, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:04,  5.62it/s, loss=0.072, pair=62.281, adv=3.472, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:04,  5.62it/s, loss=0.039, pair=27.672, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:59,  6.04it/s, loss=0.039, pair=27.672, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:59,  6.04it/s, loss=0.112, pair=27.062, adv=3.464, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:01,  5.81it/s, loss=0.112, pair=27.062, adv=3.464, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:01,  5.81it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:57,  6.18it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:57,  6.18it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=0.037, pair=12.367, adv=3.437, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.23it/s, loss=0.037, pair=12.367, adv=3.437, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 88/444 [00:15<00:57,  6.23it/s, loss=0.058, pair=14.500, adv=3.468, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<00:59,  5.97it/s, loss=0.058, pair=14.500, adv=3.468, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<00:59,  5.97it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:56,  6.31it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:56,  6.31it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.88it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.88it/s, loss=0.076, pair=10.469, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.22it/s, loss=0.076, pair=10.469, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.22it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:59,  5.86it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<00:59,  5.86it/s, loss=0.042, pair=13.062, adv=3.425, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:56,  6.21it/s, loss=0.042, pair=13.062, adv=3.425, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 94/444 [00:16<00:56,  6.21it/s, loss=0.058, pair=26.766, adv=3.513, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:59,  5.84it/s, loss=0.058, pair=26.766, adv=3.513, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:59,  5.84it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:55,  6.23it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:55,  6.23it/s, loss=0.056, pair=36.562, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:59,  5.87it/s, loss=0.056, pair=36.562, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<00:59,  5.87it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:55,  6.25it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:55,  6.25it/s, loss=0.052, pair=6.445, adv=3.481, sprd=0.001
Ep 008/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:58,  5.91it/s, loss=0.052, pair=6.445, adv=3.481, sprd=0.001
Ep 008/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:58,  5.91it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 008/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:54,  6.28it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 100/444 [00:17<00:54,  6.28it/s, loss=0.039, pair=2.799, adv=3.465, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:57,  6.00it/s, loss=0.039, pair=2.799, adv=3.465, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:57,  6.00it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:53,  6.37it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:53,  6.37it/s, loss=0.066, pair=25.609, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:58,  5.85it/s, loss=0.066, pair=25.609, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:58,  5.85it/s, loss=0.045, pair=3.777, adv=3.439, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:54,  6.23it/s, loss=0.045, pair=3.777, adv=3.439, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:54,  6.23it/s, loss=0.174, pair=11.141, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:56,  6.02it/s, loss=0.174, pair=11.141, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:56,  6.02it/s, loss=0.036, pair=0.000, adv=3.429, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:53,  6.35it/s, loss=0.036, pair=0.000, adv=3.429, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 106/444 [00:18<00:53,  6.35it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:56,  6.00it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:56,  6.00it/s, loss=0.040, pair=31.859, adv=3.416, sprd=0.0
Ep 008/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:53,  6.33it/s, loss=0.040, pair=31.859, adv=3.416, sprd=0.0
Ep 008/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:53,  6.33it/s, loss=0.051, pair=1.138, adv=3.456, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:56,  5.91it/s, loss=0.051, pair=1.138, adv=3.456, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:56,  5.91it/s, loss=0.034, pair=32.406, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.28it/s, loss=0.034, pair=32.406, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.28it/s, loss=0.081, pair=34.188, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:55,  6.01it/s, loss=0.081, pair=34.188, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:55,  6.01it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:52,  6.36it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▎| 112/444 [00:19<00:52,  6.36it/s, loss=0.072, pair=25.266, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.85it/s, loss=0.072, pair=25.266, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.85it/s, loss=0.038, pair=29.359, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.038, pair=29.359, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.066, pair=61.875, adv=3.461, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:56,  5.81it/s, loss=0.066, pair=61.875, adv=3.461, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:56,  5.81it/s, loss=0.042, pair=28.141, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.20it/s, loss=0.042, pair=28.141, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.20it/s, loss=0.057, pair=53.875, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.75it/s, loss=0.057, pair=53.875, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.75it/s, loss=0.058, pair=7.074, adv=3.428, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:52,  6.15it/s, loss=0.058, pair=7.074, adv=3.428, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:52,  6.15it/s, loss=0.073, pair=64.750, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:56,  5.72it/s, loss=0.073, pair=64.750, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:56,  5.72it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.14it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.14it/s, loss=0.063, pair=12.391, adv=3.458, sprd=0.0
Ep 008/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.82it/s, loss=0.063, pair=12.391, adv=3.458, sprd=0.0
Ep 008/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:55,  5.82it/s, loss=0.047, pair=2.621, adv=3.502, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=0.047, pair=2.621, adv=3.502, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=0.069, pair=12.516, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:54,  5.86it/s, loss=0.069, pair=12.516, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:54,  5.86it/s, loss=0.038, pair=0.000, adv=3.466, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:51,  6.24it/s, loss=0.038, pair=0.000, adv=3.466, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:51,  6.24it/s, loss=0.053, pair=8.234, adv=3.510, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 125/444 [00:20<00:52,  6.03it/s, loss=0.053, pair=8.234, adv=3.510, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:52,  6.03it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:49,  6.39it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:49,  6.39it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:53,  5.93it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:53,  5.93it/s, loss=0.045, pair=33.594, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.28it/s, loss=0.045, pair=33.594, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.28it/s, loss=0.212, pair=18.672, adv=3.488, sprd=0.0
Ep 008/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:53,  5.88it/s, loss=0.212, pair=18.672, adv=3.488, sprd=0.0
Ep 008/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:53,  5.88it/s, loss=0.049, pair=60.750, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:50,  6.25it/s, loss=0.049, pair=60.750, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:50,  6.25it/s, loss=0.040, pair=5.465, adv=3.429, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 131/444 [00:21<00:52,  5.98it/s, loss=0.040, pair=5.465, adv=3.429, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:52,  5.98it/s, loss=0.034, pair=2.777, adv=3.464, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:49,  6.34it/s, loss=0.034, pair=2.777, adv=3.464, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:49,  6.34it/s, loss=0.091, pair=7.137, adv=3.453, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:52,  5.96it/s, loss=0.091, pair=7.137, adv=3.453, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:52,  5.96it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:48,  6.33it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:48,  6.33it/s, loss=0.049, pair=7.949, adv=3.488, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:52,  5.85it/s, loss=0.049, pair=7.949, adv=3.488, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:52,  5.85it/s, loss=0.043, pair=21.547, adv=3.478, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:49,  6.21it/s, loss=0.043, pair=21.547, adv=3.478, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:49,  6.21it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  31%|▎| 137/444 [00:22<00:51,  5.97it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:51,  5.97it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.31it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.31it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:51,  5.97it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:51,  5.97it/s, loss=0.032, pair=27.297, adv=3.437, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:48,  6.30it/s, loss=0.032, pair=27.297, adv=3.437, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:48,  6.30it/s, loss=0.349, pair=0.325, adv=3.482, sprd=0.00
Ep 008/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:51,  5.86it/s, loss=0.349, pair=0.325, adv=3.482, sprd=0.00
Ep 008/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:51,  5.86it/s, loss=0.043, pair=56.250, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 142/444 [00:23<00:48,  6.22it/s, loss=0.043, pair=56.250, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 142/444 [00:23<00:48,  6.22it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  32%|▎| 143/444 [00:23<00:50,  5.91it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:50,  5.91it/s, loss=0.057, pair=10.609, adv=3.459, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:47,  6.28it/s, loss=0.057, pair=10.609, adv=3.459, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:47,  6.28it/s, loss=0.064, pair=57.312, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.81it/s, loss=0.064, pair=57.312, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.81it/s, loss=0.042, pair=6.887, adv=3.436, sprd=0.00
Ep 008/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.20it/s, loss=0.042, pair=6.887, adv=3.436, sprd=0.00
Ep 008/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.20it/s, loss=0.056, pair=8.016, adv=3.450, sprd=0.00
Ep 008/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.80it/s, loss=0.056, pair=8.016, adv=3.450, sprd=0.00
Ep 008/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.80it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:47,  6.18it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:47,  6.18it/s, loss=0.092, pair=2.996, adv=3.461, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 149/444 [00:24<00:51,  5.73it/s, loss=0.092, pair=2.996, adv=3.461, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:51,  5.73it/s, loss=0.065, pair=5.512, adv=3.431, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:48,  6.11it/s, loss=0.065, pair=5.512, adv=3.431, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:48,  6.11it/s, loss=0.090, pair=0.387, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:51,  5.68it/s, loss=0.090, pair=0.387, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:51,  5.68it/s, loss=0.037, pair=37.844, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:48,  6.08it/s, loss=0.037, pair=37.844, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:48,  6.08it/s, loss=0.044, pair=0.638, adv=3.430, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:51,  5.60it/s, loss=0.044, pair=0.638, adv=3.430, sprd=0.00
Ep 008/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:51,  5.60it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:48,  6.02it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:48,  6.02it/s, loss=0.048, pair=36.750, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 155/444 [00:25<00:51,  5.66it/s, loss=0.048, pair=36.750, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:51,  5.66it/s, loss=0.041, pair=19.078, adv=3.467, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.08it/s, loss=0.041, pair=19.078, adv=3.467, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.08it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.79it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.79it/s, loss=0.202, pair=26.703, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.18it/s, loss=0.202, pair=26.703, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.18it/s, loss=0.046, pair=5.605, adv=3.407, sprd=0.00
Ep 008/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:48,  5.84it/s, loss=0.046, pair=5.605, adv=3.407, sprd=0.00
Ep 008/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:48,  5.84it/s, loss=0.050, pair=17.031, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:45,  6.22it/s, loss=0.050, pair=17.031, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:45,  6.22it/s, loss=0.105, pair=23.984, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 161/444 [00:26<00:48,  5.85it/s, loss=0.105, pair=23.984, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:48,  5.85it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.23it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.23it/s, loss=0.133, pair=14.016, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:47,  5.87it/s, loss=0.133, pair=14.016, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:47,  5.87it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:44,  6.26it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:44,  6.26it/s, loss=0.065, pair=35.844, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:46,  6.01it/s, loss=0.065, pair=35.844, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:46,  6.01it/s, loss=0.040, pair=1.902, adv=3.431, sprd=0.00
Ep 008/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:43,  6.35it/s, loss=0.040, pair=1.902, adv=3.431, sprd=0.00
Ep 008/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:43,  6.35it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  38%|▍| 167/444 [00:27<00:46,  5.93it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:46,  5.93it/s, loss=0.053, pair=33.062, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:43,  6.29it/s, loss=0.053, pair=33.062, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:43,  6.29it/s, loss=0.107, pair=29.234, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.85it/s, loss=0.107, pair=29.234, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.85it/s, loss=0.036, pair=5.980, adv=3.452, sprd=0.00
Ep 008/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.22it/s, loss=0.036, pair=5.980, adv=3.452, sprd=0.00
Ep 008/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.22it/s, loss=0.052, pair=34.250, adv=3.482, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:46,  5.84it/s, loss=0.052, pair=34.250, adv=3.482, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:46,  5.84it/s, loss=0.045, pair=12.961, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 172/444 [00:28<00:43,  6.22it/s, loss=0.045, pair=12.961, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 172/444 [00:28<00:43,  6.22it/s, loss=0.049, pair=25.734, adv=3.453, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 173/444 [00:28<00:46,  5.82it/s, loss=0.049, pair=25.734, adv=3.453, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.82it/s, loss=0.109, pair=23.422, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.18it/s, loss=0.109, pair=23.422, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.18it/s, loss=0.057, pair=8.203, adv=3.427, sprd=0.00
Ep 008/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:47,  5.68it/s, loss=0.057, pair=8.203, adv=3.427, sprd=0.00
Ep 008/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:47,  5.68it/s, loss=0.040, pair=25.797, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:44,  6.09it/s, loss=0.040, pair=25.797, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:44,  6.09it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:47,  5.65it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:47,  5.65it/s, loss=0.044, pair=43.500, adv=3.440, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 178/444 [00:29<00:44,  6.04it/s, loss=0.044, pair=43.500, adv=3.440, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 178/444 [00:29<00:44,  6.04it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  40%|▍| 179/444 [00:29<00:45,  5.77it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:45,  5.77it/s, loss=0.062, pair=52.438, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:43,  6.13it/s, loss=0.062, pair=52.438, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:43,  6.13it/s, loss=0.045, pair=13.367, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:45,  5.83it/s, loss=0.045, pair=13.367, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:45,  5.83it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:42,  6.22it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:42,  6.22it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.88it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.88it/s, loss=0.036, pair=40.375, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 184/444 [00:30<00:41,  6.26it/s, loss=0.036, pair=40.375, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 184/444 [00:30<00:41,  6.26it/s, loss=0.041, pair=49.469, adv=3.428, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 185/444 [00:30<00:43,  5.91it/s, loss=0.041, pair=49.469, adv=3.428, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:43,  5.91it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.27it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.27it/s, loss=0.052, pair=46.438, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.98it/s, loss=0.052, pair=46.438, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.98it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:40,  6.34it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:40,  6.34it/s, loss=0.054, pair=14.938, adv=3.493, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:42,  5.98it/s, loss=0.054, pair=14.938, adv=3.493, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:42,  5.98it/s, loss=0.045, pair=8.594, adv=3.481, sprd=0.00
Ep 008/60 [S1:deg_only]:  43%|▍| 190/444 [00:31<00:40,  6.30it/s, loss=0.045, pair=8.594, adv=3.481, sprd=0.00
Ep 008/60 [S1:deg_only]:  43%|▍| 190/444 [00:31<00:40,  6.30it/s, loss=0.161, pair=13.281, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 191/444 [00:31<00:42,  5.99it/s, loss=0.161, pair=13.281, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:42,  5.99it/s, loss=0.041, pair=66.375, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.041, pair=66.375, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.037, pair=0.137, adv=3.477, sprd=0.00
Ep 008/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.95it/s, loss=0.037, pair=0.137, adv=3.477, sprd=0.00
Ep 008/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:42,  5.95it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.31it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.31it/s, loss=0.062, pair=20.531, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:42,  5.88it/s, loss=0.062, pair=20.531, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:42,  5.88it/s, loss=0.050, pair=40.562, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 196/444 [00:32<00:39,  6.22it/s, loss=0.050, pair=40.562, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 196/444 [00:32<00:39,  6.22it/s, loss=0.163, pair=11.859, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 197/444 [00:32<00:42,  5.83it/s, loss=0.163, pair=11.859, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:42,  5.83it/s, loss=0.036, pair=13.000, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.19it/s, loss=0.036, pair=13.000, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.19it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:42,  5.79it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:42,  5.79it/s, loss=0.036, pair=14.891, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.14it/s, loss=0.036, pair=14.891, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.14it/s, loss=0.046, pair=61.781, adv=3.468, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:42,  5.73it/s, loss=0.046, pair=61.781, adv=3.468, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:42,  5.73it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  45%|▍| 202/444 [00:33<00:39,  6.14it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  45%|▍| 202/444 [00:33<00:39,  6.14it/s, loss=0.052, pair=14.938, adv=3.471, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 203/444 [00:33<00:41,  5.76it/s, loss=0.052, pair=14.938, adv=3.471, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:41,  5.76it/s, loss=0.035, pair=50.875, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:39,  6.13it/s, loss=0.035, pair=50.875, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:39,  6.13it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:42,  5.67it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:42,  5.67it/s, loss=0.045, pair=36.781, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:39,  6.08it/s, loss=0.045, pair=36.781, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:39,  6.08it/s, loss=0.054, pair=32.688, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:42,  5.60it/s, loss=0.054, pair=32.688, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:42,  5.60it/s, loss=0.040, pair=28.859, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 208/444 [00:34<00:39,  6.02it/s, loss=0.040, pair=28.859, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 208/444 [00:34<00:39,  6.02it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  47%|▍| 209/444 [00:34<00:40,  5.81it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:40,  5.81it/s, loss=0.056, pair=44.938, adv=3.455, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:37,  6.17it/s, loss=0.056, pair=44.938, adv=3.455, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:37,  6.17it/s, loss=0.157, pair=16.391, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.86it/s, loss=0.157, pair=16.391, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.86it/s, loss=0.044, pair=29.938, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.23it/s, loss=0.044, pair=29.938, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:37,  6.23it/s, loss=0.050, pair=29.703, adv=3.448, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.89it/s, loss=0.050, pair=29.703, adv=3.448, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.89it/s, loss=0.040, pair=4.012, adv=3.495, sprd=0.00
Ep 008/60 [S1:deg_only]:  48%|▍| 214/444 [00:35<00:36,  6.24it/s, loss=0.040, pair=4.012, adv=3.495, sprd=0.00
Ep 008/60 [S1:deg_only]:  48%|▍| 214/444 [00:35<00:36,  6.24it/s, loss=0.055, pair=10.484, adv=3.477, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 215/444 [00:35<00:38,  5.90it/s, loss=0.055, pair=10.484, adv=3.477, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:38,  5.90it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:36,  6.23it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:36,  6.23it/s, loss=0.058, pair=36.781, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:40,  5.56it/s, loss=0.058, pair=36.781, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:40,  5.56it/s, loss=0.121, pair=60.438, adv=3.489, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:37,  5.98it/s, loss=0.121, pair=60.438, adv=3.489, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:37,  5.98it/s, loss=0.184, pair=16.125, adv=3.455, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:39,  5.73it/s, loss=0.184, pair=16.125, adv=3.455, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:39,  5.73it/s, loss=0.035, pair=11.945, adv=3.516, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 220/444 [00:36<00:36,  6.13it/s, loss=0.035, pair=11.945, adv=3.516, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 220/444 [00:36<00:36,  6.13it/s, loss=0.044, pair=31.500, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 221/444 [00:36<00:38,  5.75it/s, loss=0.044, pair=31.500, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.75it/s, loss=0.038, pair=44.438, adv=3.502, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:36,  6.15it/s, loss=0.038, pair=44.438, adv=3.502, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:36,  6.15it/s, loss=0.044, pair=36.469, adv=3.435, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:37,  5.88it/s, loss=0.044, pair=36.469, adv=3.435, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:37,  5.88it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.23it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.23it/s, loss=0.043, pair=14.984, adv=3.450, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:37,  5.77it/s, loss=0.043, pair=14.984, adv=3.450, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:37,  5.77it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  51%|▌| 226/444 [00:37<00:35,  6.17it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  51%|▌| 226/444 [00:37<00:35,  6.17it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  51%|▌| 227/444 [00:37<00:37,  5.83it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.83it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.22it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.22it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.76it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.76it/s, loss=0.040, pair=12.203, adv=3.461, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.15it/s, loss=0.040, pair=12.203, adv=3.461, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.15it/s, loss=0.056, pair=11.625, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:37,  5.63it/s, loss=0.056, pair=11.625, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:37,  5.63it/s, loss=0.130, pair=7.559, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:  52%|▌| 232/444 [00:38<00:35,  6.05it/s, loss=0.130, pair=7.559, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:  52%|▌| 232/444 [00:38<00:35,  6.05it/s, loss=0.036, pair=12.359, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 233/444 [00:38<00:36,  5.75it/s, loss=0.036, pair=12.359, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:36,  5.75it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:34,  6.14it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:34,  6.14it/s, loss=0.162, pair=25.234, adv=3.463, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.86it/s, loss=0.162, pair=25.234, adv=3.463, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:35,  5.86it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.22it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:33,  6.22it/s, loss=0.053, pair=7.824, adv=3.492, sprd=0.00
Ep 008/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:35,  5.88it/s, loss=0.053, pair=7.824, adv=3.492, sprd=0.00
Ep 008/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:35,  5.88it/s, loss=0.047, pair=33.031, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 238/444 [00:39<00:32,  6.25it/s, loss=0.047, pair=33.031, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 238/444 [00:39<00:32,  6.25it/s, loss=0.040, pair=8.672, adv=3.433, sprd=0.00
Ep 008/60 [S1:deg_only]:  54%|▌| 239/444 [00:39<00:35,  5.82it/s, loss=0.040, pair=8.672, adv=3.433, sprd=0.00
Ep 008/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.82it/s, loss=0.046, pair=16.312, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.19it/s, loss=0.046, pair=16.312, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.19it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:34,  5.85it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:34,  5.85it/s, loss=0.036, pair=7.855, adv=3.459, sprd=0.00
Ep 008/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.23it/s, loss=0.036, pair=7.855, adv=3.459, sprd=0.00
Ep 008/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.23it/s, loss=0.041, pair=26.984, adv=3.516, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:34,  5.81it/s, loss=0.041, pair=26.984, adv=3.516, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:34,  5.81it/s, loss=0.046, pair=36.562, adv=3.491, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 244/444 [00:40<00:32,  6.16it/s, loss=0.046, pair=36.562, adv=3.491, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 244/444 [00:40<00:32,  6.16it/s, loss=0.052, pair=36.875, adv=3.468, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 245/444 [00:40<00:33,  5.86it/s, loss=0.052, pair=36.875, adv=3.468, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:33,  5.86it/s, loss=0.045, pair=18.859, adv=3.493, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:31,  6.23it/s, loss=0.045, pair=18.859, adv=3.493, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:31,  6.23it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.71it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.71it/s, loss=0.040, pair=22.766, adv=3.495, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.08it/s, loss=0.040, pair=22.766, adv=3.495, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.08it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:34,  5.72it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:34,  5.72it/s, loss=0.036, pair=7.355, adv=3.481, sprd=0.00
Ep 008/60 [S1:deg_only]:  56%|▌| 250/444 [00:41<00:31,  6.12it/s, loss=0.036, pair=7.355, adv=3.481, sprd=0.00
Ep 008/60 [S1:deg_only]:  56%|▌| 250/444 [00:41<00:31,  6.12it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  57%|▌| 251/444 [00:41<00:33,  5.81it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.81it/s, loss=0.123, pair=5.527, adv=3.422, sprd=0.00
Ep 008/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.17it/s, loss=0.123, pair=5.527, adv=3.422, sprd=0.00
Ep 008/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.17it/s, loss=0.053, pair=31.656, adv=3.505, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.81it/s, loss=0.053, pair=31.656, adv=3.505, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.81it/s, loss=0.033, pair=14.031, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.18it/s, loss=0.033, pair=14.031, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.18it/s, loss=0.066, pair=22.609, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.80it/s, loss=0.066, pair=22.609, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.80it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  58%|▌| 256/444 [00:42<00:30,  6.19it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  58%|▌| 256/444 [00:42<00:30,  6.19it/s, loss=0.051, pair=46.688, adv=3.502, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 257/444 [00:42<00:31,  5.95it/s, loss=0.051, pair=46.688, adv=3.502, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:31,  5.95it/s, loss=0.033, pair=14.867, adv=3.506, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:29,  6.28it/s, loss=0.033, pair=14.867, adv=3.506, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:29,  6.28it/s, loss=0.047, pair=8.078, adv=3.484, sprd=0.00
Ep 008/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.87it/s, loss=0.047, pair=8.078, adv=3.484, sprd=0.00
Ep 008/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.87it/s, loss=0.035, pair=23.328, adv=3.487, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:29,  6.24it/s, loss=0.035, pair=23.328, adv=3.487, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:29,  6.24it/s, loss=0.055, pair=19.859, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.83it/s, loss=0.055, pair=19.859, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.83it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  59%|▌| 262/444 [00:43<00:29,  6.21it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  59%|▌| 262/444 [00:43<00:29,  6.21it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  59%|▌| 263/444 [00:43<00:31,  5.82it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.82it/s, loss=0.043, pair=12.797, adv=3.451, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.20it/s, loss=0.043, pair=12.797, adv=3.451, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.20it/s, loss=0.036, pair=16.750, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.90it/s, loss=0.036, pair=16.750, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.90it/s, loss=0.039, pair=16.453, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:28,  6.24it/s, loss=0.039, pair=16.453, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:28,  6.24it/s, loss=0.051, pair=19.688, adv=3.489, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:30,  5.81it/s, loss=0.051, pair=19.688, adv=3.489, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:30,  5.81it/s, loss=0.041, pair=24.375, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 268/444 [00:44<00:28,  6.20it/s, loss=0.041, pair=24.375, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 268/444 [00:44<00:28,  6.20it/s, loss=0.047, pair=29.500, adv=3.486, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 269/444 [00:44<00:29,  5.89it/s, loss=0.047, pair=29.500, adv=3.486, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:29,  5.89it/s, loss=0.039, pair=30.359, adv=3.491, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.25it/s, loss=0.039, pair=30.359, adv=3.491, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.25it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:29,  5.81it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:29,  5.81it/s, loss=0.048, pair=31.844, adv=3.452, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:27,  6.19it/s, loss=0.048, pair=31.844, adv=3.452, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:27,  6.19it/s, loss=0.052, pair=25.766, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:30,  5.60it/s, loss=0.052, pair=25.766, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:30,  5.60it/s, loss=0.038, pair=12.570, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 274/444 [00:45<00:28,  5.99it/s, loss=0.038, pair=12.570, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:28,  5.99it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.70it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:29,  5.70it/s, loss=0.033, pair=36.344, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.10it/s, loss=0.033, pair=36.344, adv=3.466, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:27,  6.10it/s, loss=0.169, pair=17.109, adv=3.487, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.82it/s, loss=0.169, pair=17.109, adv=3.487, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.82it/s, loss=0.061, pair=9.836, adv=3.466, sprd=0.00
Ep 008/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.18it/s, loss=0.061, pair=9.836, adv=3.466, sprd=0.00
Ep 008/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.18it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:27,  5.94it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:27,  5.94it/s, loss=0.070, pair=29.891, adv=3.456, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 280/444 [00:46<00:26,  6.27it/s, loss=0.070, pair=29.891, adv=3.456, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:26,  6.27it/s, loss=0.057, pair=15.672, adv=3.506, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:28,  5.73it/s, loss=0.057, pair=15.672, adv=3.506, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:28,  5.73it/s, loss=0.045, pair=3.371, adv=3.475, sprd=0.00
Ep 008/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.11it/s, loss=0.045, pair=3.371, adv=3.475, sprd=0.00
Ep 008/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.11it/s, loss=0.097, pair=4.262, adv=3.520, sprd=0.00
Ep 008/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.76it/s, loss=0.097, pair=4.262, adv=3.520, sprd=0.00
Ep 008/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.76it/s, loss=0.043, pair=30.016, adv=3.495, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:26,  6.15it/s, loss=0.043, pair=30.016, adv=3.495, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:26,  6.15it/s, loss=0.374, pair=11.703, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.73it/s, loss=0.374, pair=11.703, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.73it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  64%|▋| 286/444 [00:47<00:25,  6.12it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:25,  6.12it/s, loss=0.169, pair=36.562, adv=3.452, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:26,  5.83it/s, loss=0.169, pair=36.562, adv=3.452, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:26,  5.83it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.20it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.20it/s, loss=0.135, pair=23.641, adv=3.453, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.77it/s, loss=0.135, pair=23.641, adv=3.453, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.77it/s, loss=0.043, pair=8.375, adv=3.442, sprd=0.00
Ep 008/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:25,  6.16it/s, loss=0.043, pair=8.375, adv=3.442, sprd=0.00
Ep 008/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:25,  6.16it/s, loss=0.064, pair=8.641, adv=3.457, sprd=0.00
Ep 008/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:26,  5.82it/s, loss=0.064, pair=8.641, adv=3.457, sprd=0.00
Ep 008/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:26,  5.82it/s, loss=0.041, pair=27.766, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 292/444 [00:48<00:24,  6.19it/s, loss=0.041, pair=27.766, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:24,  6.19it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.81it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.81it/s, loss=0.039, pair=37.562, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.19it/s, loss=0.039, pair=37.562, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.19it/s, loss=0.045, pair=29.984, adv=3.481, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.74it/s, loss=0.045, pair=29.984, adv=3.481, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.74it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:24,  6.14it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:24,  6.14it/s, loss=0.037, pair=8.047, adv=3.435, sprd=0.00
Ep 008/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.85it/s, loss=0.037, pair=8.047, adv=3.435, sprd=0.00
Ep 008/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.85it/s, loss=0.034, pair=19.547, adv=3.485, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 298/444 [00:49<00:23,  6.21it/s, loss=0.034, pair=19.547, adv=3.485, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.21it/s, loss=0.110, pair=19.703, adv=3.457, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:25,  5.68it/s, loss=0.110, pair=19.703, adv=3.457, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:25,  5.68it/s, loss=0.029, pair=9.484, adv=3.412, sprd=0.00
Ep 008/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.07it/s, loss=0.029, pair=9.484, adv=3.412, sprd=0.00
Ep 008/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.07it/s, loss=0.134, pair=8.562, adv=3.462, sprd=0.00
Ep 008/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:25,  5.68it/s, loss=0.134, pair=8.562, adv=3.462, sprd=0.00
Ep 008/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:25,  5.68it/s, loss=0.106, pair=26.172, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:23,  6.09it/s, loss=0.106, pair=26.172, adv=3.475, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:23,  6.09it/s, loss=0.156, pair=11.250, adv=3.516, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:23,  5.89it/s, loss=0.156, pair=11.250, adv=3.516, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:23,  5.89it/s, loss=0.033, pair=23.188, adv=3.459, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 304/444 [00:50<00:22,  6.26it/s, loss=0.033, pair=23.188, adv=3.459, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.26it/s, loss=0.048, pair=28.469, adv=3.469, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:24,  5.65it/s, loss=0.048, pair=28.469, adv=3.469, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:24,  5.65it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.08it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.08it/s, loss=0.041, pair=0.950, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.77it/s, loss=0.041, pair=0.950, adv=3.448, sprd=0.00
Ep 008/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.77it/s, loss=0.032, pair=42.969, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:22,  6.16it/s, loss=0.032, pair=42.969, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:22,  6.16it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:22,  5.90it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:22,  5.90it/s, loss=0.037, pair=10.125, adv=3.468, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 310/444 [00:51<00:21,  6.25it/s, loss=0.037, pair=10.125, adv=3.468, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:21,  6.25it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.90it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.90it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.28it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.28it/s, loss=0.065, pair=18.562, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:21,  6.00it/s, loss=0.065, pair=18.562, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:21,  6.00it/s, loss=0.036, pair=22.000, adv=3.461, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.35it/s, loss=0.036, pair=22.000, adv=3.461, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.35it/s, loss=0.043, pair=26.516, adv=3.503, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:21,  5.94it/s, loss=0.043, pair=26.516, adv=3.503, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:21,  5.94it/s, loss=0.045, pair=6.551, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  71%|▋| 316/444 [00:52<00:20,  6.28it/s, loss=0.045, pair=6.551, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.28it/s, loss=0.066, pair=51.125, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.70it/s, loss=0.066, pair=51.125, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.70it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.11it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.11it/s, loss=0.053, pair=1.200, adv=3.496, sprd=0.00
Ep 008/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.89it/s, loss=0.053, pair=1.200, adv=3.496, sprd=0.00
Ep 008/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.89it/s, loss=0.034, pair=39.062, adv=3.463, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:19,  6.26it/s, loss=0.034, pair=39.062, adv=3.463, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:19,  6.26it/s, loss=0.053, pair=26.797, adv=3.504, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:21,  5.85it/s, loss=0.053, pair=26.797, adv=3.504, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:21,  5.85it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  73%|▋| 322/444 [00:53<00:19,  6.24it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  73%|▋| 322/444 [00:53<00:19,  6.24it/s, loss=0.296, pair=13.625, adv=3.441, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 323/444 [00:53<00:20,  5.91it/s, loss=0.296, pair=13.625, adv=3.441, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.91it/s, loss=0.047, pair=40.531, adv=3.443, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.25it/s, loss=0.047, pair=40.531, adv=3.443, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.25it/s, loss=0.048, pair=47.500, adv=3.467, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.89it/s, loss=0.048, pair=47.500, adv=3.467, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.89it/s, loss=0.046, pair=50.594, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:18,  6.24it/s, loss=0.046, pair=50.594, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:18,  6.24it/s, loss=0.039, pair=11.406, adv=3.505, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:20,  5.80it/s, loss=0.039, pair=11.406, adv=3.505, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:20,  5.80it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  74%|▋| 328/444 [00:54<00:18,  6.19it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  74%|▋| 328/444 [00:55<00:18,  6.19it/s, loss=0.040, pair=1.950, adv=3.488, sprd=0.00
Ep 008/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.82it/s, loss=0.040, pair=1.950, adv=3.488, sprd=0.00
Ep 008/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.82it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.21it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.21it/s, loss=0.228, pair=16.469, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.88it/s, loss=0.228, pair=16.469, adv=3.438, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.88it/s, loss=0.031, pair=43.906, adv=3.509, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:17,  6.23it/s, loss=0.031, pair=43.906, adv=3.509, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:17,  6.23it/s, loss=0.078, pair=14.430, adv=3.483, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:19,  5.81it/s, loss=0.078, pair=14.430, adv=3.483, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:19,  5.81it/s, loss=0.035, pair=63.812, adv=3.445, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 334/444 [00:55<00:17,  6.20it/s, loss=0.035, pair=63.812, adv=3.445, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 334/444 [00:56<00:17,  6.20it/s, loss=0.049, pair=5.047, adv=3.482, sprd=0.00
Ep 008/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.80it/s, loss=0.049, pair=5.047, adv=3.482, sprd=0.00
Ep 008/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.80it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.17it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.17it/s, loss=0.047, pair=5.734, adv=3.478, sprd=0.00
Ep 008/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:18,  5.82it/s, loss=0.047, pair=5.734, adv=3.478, sprd=0.00
Ep 008/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:18,  5.82it/s, loss=0.035, pair=32.406, adv=3.477, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:17,  6.21it/s, loss=0.035, pair=32.406, adv=3.477, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:17,  6.21it/s, loss=0.052, pair=14.055, adv=3.448, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:18,  5.80it/s, loss=0.052, pair=14.055, adv=3.448, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:18,  5.80it/s, loss=0.054, pair=22.078, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 340/444 [00:56<00:16,  6.17it/s, loss=0.054, pair=22.078, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 340/444 [00:56<00:16,  6.17it/s, loss=0.173, pair=9.531, adv=3.458, sprd=0.00
Ep 008/60 [S1:deg_only]:  77%|▊| 341/444 [00:56<00:17,  5.87it/s, loss=0.173, pair=9.531, adv=3.458, sprd=0.00
Ep 008/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.87it/s, loss=0.035, pair=22.141, adv=3.465, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.24it/s, loss=0.035, pair=22.141, adv=3.465, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.24it/s, loss=0.044, pair=57.594, adv=3.492, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.79it/s, loss=0.044, pair=57.594, adv=3.492, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.79it/s, loss=0.030, pair=19.406, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.17it/s, loss=0.030, pair=19.406, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.17it/s, loss=0.050, pair=41.438, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:17,  5.62it/s, loss=0.050, pair=41.438, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:17,  5.62it/s, loss=0.034, pair=12.320, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 346/444 [00:57<00:16,  6.02it/s, loss=0.034, pair=12.320, adv=3.460, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 346/444 [00:58<00:16,  6.02it/s, loss=0.032, pair=21.344, adv=3.450, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:17,  5.63it/s, loss=0.032, pair=21.344, adv=3.450, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:17,  5.63it/s, loss=0.052, pair=33.438, adv=3.422, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.03it/s, loss=0.052, pair=33.438, adv=3.422, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.03it/s, loss=0.149, pair=19.062, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.77it/s, loss=0.149, pair=19.062, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.77it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.16it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.16it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:15,  5.88it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:15,  5.88it/s, loss=0.035, pair=52.125, adv=3.485, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 352/444 [00:58<00:14,  6.21it/s, loss=0.035, pair=52.125, adv=3.485, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 352/444 [00:59<00:14,  6.21it/s, loss=0.045, pair=61.688, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.91it/s, loss=0.045, pair=61.688, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.91it/s, loss=0.038, pair=14.398, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.26it/s, loss=0.038, pair=14.398, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.26it/s, loss=0.126, pair=4.637, adv=3.445, sprd=0.00
Ep 008/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.71it/s, loss=0.126, pair=4.637, adv=3.445, sprd=0.00
Ep 008/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.71it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.10it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.10it/s, loss=0.050, pair=2.824, adv=3.451, sprd=0.00
Ep 008/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.69it/s, loss=0.050, pair=2.824, adv=3.451, sprd=0.00
Ep 008/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.69it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  81%|▊| 358/444 [00:59<00:14,  6.10it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  81%|▊| 358/444 [01:00<00:14,  6.10it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.79it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.79it/s, loss=0.033, pair=39.562, adv=3.464, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.18it/s, loss=0.033, pair=39.562, adv=3.464, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.18it/s, loss=0.048, pair=23.172, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.68it/s, loss=0.048, pair=23.172, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.68it/s, loss=0.033, pair=18.453, adv=3.445, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.09it/s, loss=0.033, pair=18.453, adv=3.445, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.09it/s, loss=0.048, pair=31.594, adv=3.482, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:13,  5.80it/s, loss=0.048, pair=31.594, adv=3.482, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:13,  5.80it/s, loss=0.048, pair=9.562, adv=3.482, sprd=0.00
Ep 008/60 [S1:deg_only]:  82%|▊| 364/444 [01:00<00:12,  6.18it/s, loss=0.048, pair=9.562, adv=3.482, sprd=0.00
Ep 008/60 [S1:deg_only]:  82%|▊| 364/444 [01:01<00:12,  6.18it/s, loss=0.117, pair=16.703, adv=3.483, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.84it/s, loss=0.117, pair=16.703, adv=3.483, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.84it/s, loss=0.036, pair=11.609, adv=3.518, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.22it/s, loss=0.036, pair=11.609, adv=3.518, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.22it/s, loss=0.275, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.86it/s, loss=0.275, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.86it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.22it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.22it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:13,  5.70it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:13,  5.70it/s, loss=0.041, pair=34.281, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 370/444 [01:01<00:12,  6.08it/s, loss=0.041, pair=34.281, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 370/444 [01:02<00:12,  6.08it/s, loss=0.038, pair=26.766, adv=3.440, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:13,  5.59it/s, loss=0.038, pair=26.766, adv=3.440, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:13,  5.59it/s, loss=0.031, pair=9.297, adv=3.430, sprd=0.00
Ep 008/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:12,  5.98it/s, loss=0.031, pair=9.297, adv=3.430, sprd=0.00
Ep 008/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:12,  5.98it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.65it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.65it/s, loss=0.043, pair=43.688, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.03it/s, loss=0.043, pair=43.688, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.03it/s, loss=0.049, pair=9.844, adv=3.498, sprd=0.00
Ep 008/60 [S1:deg_only]:  84%|▊| 375/444 [01:02<00:12,  5.63it/s, loss=0.049, pair=9.844, adv=3.498, sprd=0.00
Ep 008/60 [S1:deg_only]:  84%|▊| 375/444 [01:02<00:12,  5.63it/s, loss=0.044, pair=15.781, adv=3.452, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 376/444 [01:02<00:11,  6.02it/s, loss=0.044, pair=15.781, adv=3.452, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 376/444 [01:03<00:11,  6.02it/s, loss=0.165, pair=11.875, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.80it/s, loss=0.165, pair=11.875, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.80it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.19it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.19it/s, loss=0.069, pair=16.625, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.80it/s, loss=0.069, pair=16.625, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.80it/s, loss=0.032, pair=9.188, adv=3.452, sprd=0.00
Ep 008/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.19it/s, loss=0.032, pair=9.188, adv=3.452, sprd=0.00
Ep 008/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.19it/s, loss=0.306, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  86%|▊| 381/444 [01:03<00:10,  5.81it/s, loss=0.306, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  86%|▊| 381/444 [01:03<00:10,  5.81it/s, loss=0.040, pair=14.258, adv=3.524, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 382/444 [01:03<00:10,  6.20it/s, loss=0.040, pair=14.258, adv=3.524, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 382/444 [01:04<00:10,  6.20it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.95it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.95it/s, loss=0.036, pair=11.391, adv=3.462, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.31it/s, loss=0.036, pair=11.391, adv=3.462, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.31it/s, loss=0.059, pair=50.312, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.60it/s, loss=0.059, pair=50.312, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.60it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.03it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.03it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  87%|▊| 387/444 [01:04<00:10,  5.46it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  87%|▊| 387/444 [01:04<00:10,  5.46it/s, loss=0.041, pair=2.855, adv=3.431, sprd=0.00
Ep 008/60 [S1:deg_only]:  87%|▊| 388/444 [01:04<00:09,  5.91it/s, loss=0.041, pair=2.855, adv=3.431, sprd=0.00
Ep 008/60 [S1:deg_only]:  87%|▊| 388/444 [01:05<00:09,  5.91it/s, loss=0.064, pair=4.246, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.58it/s, loss=0.064, pair=4.246, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.58it/s, loss=0.049, pair=0.700, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:09,  6.00it/s, loss=0.049, pair=0.700, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:09,  6.00it/s, loss=0.068, pair=17.672, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.68it/s, loss=0.068, pair=17.672, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.68it/s, loss=0.049, pair=27.500, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.09it/s, loss=0.049, pair=27.500, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.09it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  89%|▉| 393/444 [01:05<00:08,  5.73it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  89%|▉| 393/444 [01:05<00:08,  5.73it/s, loss=0.033, pair=0.919, adv=3.460, sprd=0.00
Ep 008/60 [S1:deg_only]:  89%|▉| 394/444 [01:05<00:08,  6.11it/s, loss=0.033, pair=0.919, adv=3.460, sprd=0.00
Ep 008/60 [S1:deg_only]:  89%|▉| 394/444 [01:06<00:08,  6.11it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.58it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.58it/s, loss=0.037, pair=52.438, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:08,  6.00it/s, loss=0.037, pair=52.438, adv=3.470, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:08,  6.00it/s, loss=0.193, pair=14.211, adv=3.450, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.74it/s, loss=0.193, pair=14.211, adv=3.450, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.74it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.13it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.13it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  90%|▉| 399/444 [01:06<00:08,  5.55it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  90%|▉| 399/444 [01:06<00:08,  5.55it/s, loss=0.037, pair=53.375, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 400/444 [01:06<00:07,  5.95it/s, loss=0.037, pair=53.375, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 400/444 [01:07<00:07,  5.95it/s, loss=0.064, pair=10.453, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.48it/s, loss=0.064, pair=10.453, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.48it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:07,  5.92it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:07,  5.92it/s, loss=0.045, pair=43.000, adv=3.505, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.60it/s, loss=0.045, pair=43.000, adv=3.505, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.60it/s, loss=0.036, pair=23.500, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.00it/s, loss=0.036, pair=23.500, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.00it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  91%|▉| 405/444 [01:07<00:06,  5.76it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  91%|▉| 405/444 [01:07<00:06,  5.76it/s, loss=0.036, pair=59.375, adv=3.480, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 406/444 [01:07<00:06,  6.14it/s, loss=0.036, pair=59.375, adv=3.480, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 406/444 [01:08<00:06,  6.14it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.71it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.71it/s, loss=0.033, pair=53.969, adv=3.458, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.11it/s, loss=0.033, pair=53.969, adv=3.458, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.11it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.67it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.67it/s, loss=0.037, pair=31.141, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.08it/s, loss=0.037, pair=31.141, adv=3.484, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.08it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  93%|▉| 411/444 [01:08<00:05,  5.65it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  93%|▉| 411/444 [01:09<00:05,  5.65it/s, loss=0.039, pair=28.734, adv=3.457, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.06it/s, loss=0.039, pair=28.734, adv=3.457, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 412/444 [01:09<00:05,  6.06it/s, loss=0.097, pair=25.516, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.55it/s, loss=0.097, pair=25.516, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.55it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:05,  6.00it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:05,  6.00it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:05,  5.70it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:05,  5.70it/s, loss=0.047, pair=8.961, adv=3.381, sprd=0.00
Ep 008/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.11it/s, loss=0.047, pair=8.961, adv=3.381, sprd=0.00
Ep 008/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.11it/s, loss=0.055, pair=1.903, adv=3.497, sprd=0.00
Ep 008/60 [S1:deg_only]:  94%|▉| 417/444 [01:09<00:04,  5.86it/s, loss=0.055, pair=1.903, adv=3.497, sprd=0.00
Ep 008/60 [S1:deg_only]:  94%|▉| 417/444 [01:10<00:04,  5.86it/s, loss=0.032, pair=37.719, adv=3.495, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.23it/s, loss=0.032, pair=37.719, adv=3.495, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 418/444 [01:10<00:04,  6.23it/s, loss=0.206, pair=29.938, adv=3.478, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.83it/s, loss=0.206, pair=29.938, adv=3.478, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.83it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.22it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.22it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.82it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.82it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.21it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.21it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 423/444 [01:10<00:03,  5.97it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  95%|▉| 423/444 [01:11<00:03,  5.97it/s, loss=0.045, pair=23.312, adv=3.473, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.31it/s, loss=0.045, pair=23.312, adv=3.473, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.31it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.85it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.85it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.22it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.22it/s, loss=0.072, pair=6.711, adv=3.470, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.82it/s, loss=0.072, pair=6.711, adv=3.470, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.82it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.22it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.22it/s, loss=0.041, pair=1.200, adv=3.487, sprd=0.00
Ep 008/60 [S1:deg_only]:  97%|▉| 429/444 [01:11<00:02,  5.91it/s, loss=0.041, pair=1.200, adv=3.487, sprd=0.00
Ep 008/60 [S1:deg_only]:  97%|▉| 429/444 [01:12<00:02,  5.91it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.29it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.29it/s, loss=0.059, pair=15.328, adv=3.506, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.95it/s, loss=0.059, pair=15.328, adv=3.506, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.95it/s, loss=0.034, pair=27.719, adv=3.507, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.30it/s, loss=0.034, pair=27.719, adv=3.507, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.30it/s, loss=0.035, pair=22.859, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  6.00it/s, loss=0.035, pair=22.859, adv=3.454, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  6.00it/s, loss=0.038, pair=40.531, adv=3.479, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.32it/s, loss=0.038, pair=40.531, adv=3.479, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.32it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  98%|▉| 435/444 [01:12<00:01,  5.76it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  98%|▉| 435/444 [01:13<00:01,  5.76it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  98%|▉| 436/444 [01:13<00:01,  6.15it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]:  98%|▉| 436/444 [01:13<00:01,  6.15it/s, loss=0.045, pair=8.984, adv=3.472, sprd=0.00
Ep 008/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.73it/s, loss=0.045, pair=8.984, adv=3.472, sprd=0.00
Ep 008/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.73it/s, loss=0.034, pair=46.562, adv=3.504, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.11it/s, loss=0.034, pair=46.562, adv=3.504, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.11it/s, loss=0.044, pair=19.203, adv=3.457, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.74it/s, loss=0.044, pair=19.203, adv=3.457, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.74it/s, loss=0.036, pair=6.371, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.11it/s, loss=0.036, pair=6.371, adv=3.463, sprd=0.00
Ep 008/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.11it/s, loss=0.040, pair=33.969, adv=3.494, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 441/444 [01:13<00:00,  5.87it/s, loss=0.040, pair=33.969, adv=3.494, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 441/444 [01:14<00:00,  5.87it/s, loss=0.035, pair=26.188, adv=3.518, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|▉| 442/444 [01:14<00:00,  6.23it/s, loss=0.035, pair=26.188, adv=3.518, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|▉| 442/444 [01:14<00:00,  6.23it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.73it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.73it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 008/60 [S1:deg_only]: 100%|█| 444/444 [01:14<00:00,  6.14it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
                                                                                                              
Epoch 008/60 [S1:deg_only]  loss=0.0610  mat=0.2447  sens=17.7195  pair=16.9869  adv=2.5063(rand=3.37)  deg=0.0172  orth=0.0126  spread=0.0010  q_mean=50.7  q_std=21.2  α=0.10 β=0.00 γ=1.00 λ_grl=0.525  lr=9.68e-05  74s

Ep 009/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 009/60 [S1:deg_only]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.001]
Ep 009/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:00,  3.67it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.001]
Ep 009/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:00,  3.67it/s, loss=0.034, pair=1.591, adv=3.471, sprd=0.001]
Ep 009/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:26,  5.12it/s, loss=0.034, pair=1.591, adv=3.471, sprd=0.001]
Ep 009/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:26,  5.12it/s, loss=0.039, pair=37.625, adv=3.450, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:28,  4.98it/s, loss=0.039, pair=37.625, adv=3.450, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:28,  4.98it/s, loss=0.037, pair=6.496, adv=3.519, sprd=0.001]
Ep 009/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:17,  5.68it/s, loss=0.037, pair=6.496, adv=3.519, sprd=0.001]
Ep 009/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:17,  5.68it/s, loss=0.055, pair=28.969, adv=3.486, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 5/444 [00:00<01:20,  5.43it/s, loss=0.055, pair=28.969, adv=3.486, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:20,  5.43it/s, loss=0.041, pair=31.594, adv=3.410, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:13,  5.94it/s, loss=0.041, pair=31.594, adv=3.410, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:13,  5.94it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.001]
Ep 009/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.63it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.001]
Ep 009/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:17,  5.63it/s, loss=0.049, pair=13.594, adv=3.407, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  6.05it/s, loss=0.049, pair=13.594, adv=3.407, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  6.05it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001]
Ep 009/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.72it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001]
Ep 009/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.72it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001]
Ep 009/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:10,  6.14it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:10,  6.14it/s, loss=0.054, pair=13.516, adv=3.462, sprd=0.00
Ep 009/60 [S1:deg_only]:   2%| | 11/444 [00:01<01:14,  5.78it/s, loss=0.054, pair=13.516, adv=3.462, sprd=0.00
Ep 009/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:14,  5.78it/s, loss=0.041, pair=74.250, adv=3.449, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:09,  6.18it/s, loss=0.041, pair=74.250, adv=3.449, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:09,  6.18it/s, loss=0.046, pair=39.312, adv=3.452, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.83it/s, loss=0.046, pair=39.312, adv=3.452, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:13,  5.83it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.21it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.21it/s, loss=0.157, pair=15.203, adv=3.453, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:14,  5.72it/s, loss=0.157, pair=15.203, adv=3.453, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:14,  5.72it/s, loss=0.033, pair=13.266, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:10,  6.10it/s, loss=0.033, pair=13.266, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:10,  6.10it/s, loss=0.062, pair=23.578, adv=3.511, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 17/444 [00:02<01:13,  5.80it/s, loss=0.062, pair=23.578, adv=3.511, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:13,  5.80it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:12,  5.88it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:12,  5.88it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:07,  6.26it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:07,  6.26it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:11,  5.88it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:11,  5.88it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:07,  6.26it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:07,  6.26it/s, loss=0.039, pair=3.730, adv=3.449, sprd=0.001
Ep 009/60 [S1:deg_only]:   5%| | 23/444 [00:03<01:11,  5.89it/s, loss=0.039, pair=3.730, adv=3.449, sprd=0.001
Ep 009/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.89it/s, loss=0.033, pair=24.375, adv=3.515, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.25it/s, loss=0.033, pair=24.375, adv=3.515, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.25it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.87it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.87it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:06,  6.25it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:06,  6.25it/s, loss=0.045, pair=3.668, adv=3.511, sprd=0.000
Ep 009/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:11,  5.84it/s, loss=0.045, pair=3.668, adv=3.511, sprd=0.000
Ep 009/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:11,  5.84it/s, loss=0.032, pair=2.785, adv=3.445, sprd=0.001
Ep 009/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:07,  6.20it/s, loss=0.032, pair=2.785, adv=3.445, sprd=0.001
Ep 009/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:07,  6.20it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:   7%| | 29/444 [00:04<01:10,  5.91it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:10,  5.91it/s, loss=0.029, pair=19.750, adv=3.527, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:06,  6.27it/s, loss=0.029, pair=19.750, adv=3.527, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:06,  6.27it/s, loss=0.040, pair=5.969, adv=3.494, sprd=0.000
Ep 009/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:10,  5.82it/s, loss=0.040, pair=5.969, adv=3.494, sprd=0.000
Ep 009/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:10,  5.82it/s, loss=0.033, pair=26.750, adv=3.503, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.18it/s, loss=0.033, pair=26.750, adv=3.503, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:06,  6.18it/s, loss=0.060, pair=64.062, adv=3.512, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:11,  5.71it/s, loss=0.060, pair=64.062, adv=3.512, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:11,  5.71it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:07,  6.12it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:07,  6.12it/s, loss=0.047, pair=23.297, adv=3.497, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 35/444 [00:05<01:10,  5.83it/s, loss=0.047, pair=23.297, adv=3.497, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:10,  5.83it/s, loss=0.032, pair=11.047, adv=3.513, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:05,  6.19it/s, loss=0.032, pair=11.047, adv=3.513, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:05,  6.19it/s, loss=0.267, pair=6.387, adv=3.496, sprd=0.000
Ep 009/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:10,  5.80it/s, loss=0.267, pair=6.387, adv=3.496, sprd=0.000
Ep 009/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:10,  5.80it/s, loss=0.029, pair=27.359, adv=3.481, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.19it/s, loss=0.029, pair=27.359, adv=3.481, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:05,  6.19it/s, loss=0.054, pair=43.875, adv=3.485, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:09,  5.83it/s, loss=0.054, pair=43.875, adv=3.485, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:09,  5.83it/s, loss=0.034, pair=21.609, adv=3.490, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:05,  6.19it/s, loss=0.034, pair=21.609, adv=3.490, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:05,  6.19it/s, loss=0.045, pair=19.953, adv=3.546, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 41/444 [00:06<01:09,  5.83it/s, loss=0.045, pair=19.953, adv=3.546, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:09,  5.83it/s, loss=0.035, pair=12.266, adv=3.500, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.20it/s, loss=0.035, pair=12.266, adv=3.500, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.20it/s, loss=0.041, pair=10.766, adv=3.507, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.75it/s, loss=0.041, pair=10.766, adv=3.507, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:09,  5.75it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.14it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:05,  6.14it/s, loss=0.043, pair=0.075, adv=3.524, sprd=0.000
Ep 009/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.80it/s, loss=0.043, pair=0.075, adv=3.524, sprd=0.000
Ep 009/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:08,  5.80it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.18it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:04,  6.18it/s, loss=0.046, pair=5.012, adv=3.468, sprd=0.001
Ep 009/60 [S1:deg_only]:  11%| | 47/444 [00:07<01:08,  5.76it/s, loss=0.046, pair=5.012, adv=3.468, sprd=0.001
Ep 009/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:08,  5.76it/s, loss=0.033, pair=18.125, adv=3.469, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.13it/s, loss=0.033, pair=18.125, adv=3.469, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:04,  6.13it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.76it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.76it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:04,  6.15it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:04,  6.15it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:06,  5.87it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:06,  5.87it/s, loss=0.032, pair=26.656, adv=3.491, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:02,  6.24it/s, loss=0.032, pair=26.656, adv=3.491, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:02,  6.24it/s, loss=0.039, pair=38.281, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 53/444 [00:08<01:06,  5.91it/s, loss=0.039, pair=38.281, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:06,  5.91it/s, loss=0.033, pair=10.094, adv=3.455, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.25it/s, loss=0.033, pair=10.094, adv=3.455, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:02,  6.25it/s, loss=0.075, pair=11.000, adv=3.462, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:07,  5.77it/s, loss=0.075, pair=11.000, adv=3.462, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:07,  5.77it/s, loss=0.032, pair=22.156, adv=3.442, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:02,  6.17it/s, loss=0.032, pair=22.156, adv=3.442, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:02,  6.17it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.81it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.81it/s, loss=0.034, pair=18.094, adv=3.533, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:02,  6.19it/s, loss=0.034, pair=18.094, adv=3.533, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:02,  6.19it/s, loss=0.058, pair=19.828, adv=3.504, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 59/444 [00:09<01:06,  5.81it/s, loss=0.058, pair=19.828, adv=3.504, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:06,  5.81it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.22it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:01,  6.22it/s, loss=0.065, pair=25.094, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:06,  5.73it/s, loss=0.065, pair=25.094, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:06,  5.73it/s, loss=0.036, pair=20.203, adv=3.491, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:02,  6.13it/s, loss=0.036, pair=20.203, adv=3.491, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:02,  6.13it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:05,  5.85it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:05,  5.85it/s, loss=0.029, pair=2.137, adv=3.513, sprd=0.000
Ep 009/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:01,  6.21it/s, loss=0.029, pair=2.137, adv=3.513, sprd=0.000
Ep 009/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:01,  6.21it/s, loss=0.168, pair=4.262, adv=3.451, sprd=0.001
Ep 009/60 [S1:deg_only]:  15%|▏| 65/444 [00:10<01:04,  5.87it/s, loss=0.168, pair=4.262, adv=3.451, sprd=0.001
Ep 009/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:04,  5.87it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:00,  6.25it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:00,  6.25it/s, loss=0.083, pair=30.453, adv=3.467, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.083, pair=30.453, adv=3.467, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.039, pair=13.156, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.11it/s, loss=0.039, pair=13.156, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:01,  6.11it/s, loss=0.162, pair=20.719, adv=3.469, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:04,  5.78it/s, loss=0.162, pair=20.719, adv=3.469, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:04,  5.78it/s, loss=0.036, pair=9.891, adv=3.506, sprd=0.001
Ep 009/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:00,  6.16it/s, loss=0.036, pair=9.891, adv=3.506, sprd=0.001
Ep 009/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<01:00,  6.16it/s, loss=0.050, pair=21.062, adv=3.448, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 71/444 [00:11<01:03,  5.86it/s, loss=0.050, pair=21.062, adv=3.448, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:03,  5.86it/s, loss=0.036, pair=48.344, adv=3.464, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.23it/s, loss=0.036, pair=48.344, adv=3.464, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:59,  6.23it/s, loss=0.080, pair=6.566, adv=3.517, sprd=0.000
Ep 009/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.88it/s, loss=0.080, pair=6.566, adv=3.517, sprd=0.000
Ep 009/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:03,  5.88it/s, loss=0.034, pair=18.203, adv=3.509, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.25it/s, loss=0.034, pair=18.203, adv=3.509, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.25it/s, loss=0.508, pair=39.062, adv=3.457, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.70it/s, loss=0.508, pair=39.062, adv=3.457, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:04,  5.70it/s, loss=0.035, pair=20.281, adv=3.518, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<01:00,  6.09it/s, loss=0.035, pair=20.281, adv=3.518, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<01:00,  6.09it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  17%|▏| 77/444 [00:12<01:02,  5.86it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.86it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.25it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.25it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.90it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.90it/s, loss=0.030, pair=12.867, adv=3.478, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.25it/s, loss=0.030, pair=12.867, adv=3.478, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.25it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.93it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:01,  5.93it/s, loss=0.054, pair=13.531, adv=3.493, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.29it/s, loss=0.054, pair=13.531, adv=3.493, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:57,  6.29it/s, loss=0.053, pair=16.688, adv=3.460, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 83/444 [00:13<01:01,  5.85it/s, loss=0.053, pair=16.688, adv=3.460, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:01,  5.85it/s, loss=0.034, pair=26.125, adv=3.472, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.21it/s, loss=0.034, pair=26.125, adv=3.472, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:57,  6.21it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:02,  5.73it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:02,  5.73it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:58,  6.12it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:58,  6.12it/s, loss=0.033, pair=9.797, adv=3.464, sprd=0.000
Ep 009/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.76it/s, loss=0.033, pair=9.797, adv=3.464, sprd=0.000
Ep 009/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.76it/s, loss=0.028, pair=59.969, adv=3.499, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.14it/s, loss=0.028, pair=59.969, adv=3.499, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.14it/s, loss=0.045, pair=6.605, adv=3.496, sprd=0.001
Ep 009/60 [S1:deg_only]:  20%|▏| 89/444 [00:14<01:01,  5.79it/s, loss=0.045, pair=6.605, adv=3.496, sprd=0.001
Ep 009/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:01,  5.79it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.19it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.000
Ep 009/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:57,  6.19it/s, loss=0.050, pair=20.500, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:01,  5.76it/s, loss=0.050, pair=20.500, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:01,  5.76it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:57,  6.16it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001
Ep 009/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:57,  6.16it/s, loss=0.057, pair=18.797, adv=3.520, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:01,  5.66it/s, loss=0.057, pair=18.797, adv=3.520, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:01,  5.66it/s, loss=0.039, pair=9.141, adv=3.442, sprd=0.001
Ep 009/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:57,  6.06it/s, loss=0.039, pair=9.141, adv=3.442, sprd=0.001
Ep 009/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:57,  6.06it/s, loss=0.034, pair=13.203, adv=3.468, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 95/444 [00:15<00:59,  5.84it/s, loss=0.034, pair=13.203, adv=3.468, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:59,  5.84it/s, loss=0.041, pair=6.730, adv=3.494, sprd=0.001
Ep 009/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.21it/s, loss=0.041, pair=6.730, adv=3.494, sprd=0.001
Ep 009/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:56,  6.21it/s, loss=0.042, pair=35.688, adv=3.481, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:00,  5.77it/s, loss=0.042, pair=35.688, adv=3.481, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:00,  5.77it/s, loss=0.038, pair=24.359, adv=3.446, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.16it/s, loss=0.038, pair=24.359, adv=3.446, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.16it/s, loss=0.045, pair=23.234, adv=3.488, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:58,  5.89it/s, loss=0.045, pair=23.234, adv=3.488, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:58,  5.89it/s, loss=0.054, pair=6.887, adv=3.410, sprd=0.001
Ep 009/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:54,  6.26it/s, loss=0.054, pair=6.887, adv=3.410, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:54,  6.26it/s, loss=0.324, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 101/444 [00:16<00:57,  5.95it/s, loss=0.324, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:57,  5.95it/s, loss=0.031, pair=10.422, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:54,  6.31it/s, loss=0.031, pair=10.422, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:54,  6.31it/s, loss=0.058, pair=33.000, adv=3.499, sprd=0.0
Ep 009/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:57,  5.95it/s, loss=0.058, pair=33.000, adv=3.499, sprd=0.0
Ep 009/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:57,  5.95it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:53,  6.31it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:53,  6.31it/s, loss=0.073, pair=29.016, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:57,  5.87it/s, loss=0.073, pair=29.016, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:57,  5.87it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.25it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.25it/s, loss=0.055, pair=12.016, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  24%|▏| 107/444 [00:17<00:56,  5.97it/s, loss=0.055, pair=12.016, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:56,  5.97it/s, loss=0.033, pair=40.562, adv=3.508, sprd=0.0
Ep 009/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:53,  6.32it/s, loss=0.033, pair=40.562, adv=3.508, sprd=0.0
Ep 009/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:53,  6.32it/s, loss=0.034, pair=22.938, adv=3.500, sprd=0.0
Ep 009/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:56,  5.95it/s, loss=0.034, pair=22.938, adv=3.500, sprd=0.0
Ep 009/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:56,  5.95it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:52,  6.32it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:52,  6.32it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:56,  5.91it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:56,  5.91it/s, loss=0.040, pair=10.641, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:53,  6.26it/s, loss=0.040, pair=10.641, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:53,  6.26it/s, loss=0.276, pair=8.031, adv=3.489, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 113/444 [00:18<00:56,  5.86it/s, loss=0.276, pair=8.031, adv=3.489, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.86it/s, loss=0.054, pair=59.375, adv=3.499, sprd=0.0
Ep 009/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.054, pair=59.375, adv=3.499, sprd=0.0
Ep 009/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.051, pair=0.638, adv=3.466, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:56,  5.83it/s, loss=0.051, pair=0.638, adv=3.466, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:56,  5.83it/s, loss=0.043, pair=13.617, adv=3.442, sprd=0.0
Ep 009/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.21it/s, loss=0.043, pair=13.617, adv=3.442, sprd=0.0
Ep 009/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:52,  6.21it/s, loss=0.047, pair=33.062, adv=3.490, sprd=0.0
Ep 009/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.84it/s, loss=0.047, pair=33.062, adv=3.490, sprd=0.0
Ep 009/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.84it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:52,  6.21it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:52,  6.21it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 119/444 [00:19<00:56,  5.79it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:56,  5.79it/s, loss=0.037, pair=36.125, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.15it/s, loss=0.037, pair=36.125, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:52,  6.15it/s, loss=0.040, pair=11.422, adv=3.530, sprd=0.0
Ep 009/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:57,  5.66it/s, loss=0.040, pair=11.422, adv=3.530, sprd=0.0
Ep 009/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:57,  5.66it/s, loss=0.037, pair=30.406, adv=3.459, sprd=0.0
Ep 009/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:53,  6.04it/s, loss=0.037, pair=30.406, adv=3.459, sprd=0.0
Ep 009/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:53,  6.04it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:56,  5.73it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:56,  5.73it/s, loss=0.032, pair=41.750, adv=3.538, sprd=0.0
Ep 009/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:52,  6.12it/s, loss=0.032, pair=41.750, adv=3.538, sprd=0.0
Ep 009/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:52,  6.12it/s, loss=0.041, pair=61.688, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  28%|▎| 125/444 [00:20<00:54,  5.83it/s, loss=0.041, pair=61.688, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:54,  5.83it/s, loss=0.033, pair=20.078, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.18it/s, loss=0.033, pair=20.078, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:51,  6.18it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.85it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:54,  5.85it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.21it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.21it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.79it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.79it/s, loss=0.041, pair=50.781, adv=3.513, sprd=0.0
Ep 009/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:50,  6.17it/s, loss=0.041, pair=50.781, adv=3.513, sprd=0.0
Ep 009/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:50,  6.17it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 131/444 [00:21<00:54,  5.77it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:54,  5.77it/s, loss=0.066, pair=24.516, adv=3.502, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.14it/s, loss=0.066, pair=24.516, adv=3.502, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.14it/s, loss=0.042, pair=11.547, adv=3.456, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.76it/s, loss=0.042, pair=11.547, adv=3.456, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:53,  5.76it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.17it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:50,  6.17it/s, loss=0.158, pair=22.391, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:53,  5.78it/s, loss=0.158, pair=22.391, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:53,  5.78it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:49,  6.18it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:49,  6.18it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  31%|▎| 137/444 [00:22<00:52,  5.80it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:52,  5.80it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:49,  6.15it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:49,  6.15it/s, loss=0.055, pair=46.375, adv=3.451, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:54,  5.63it/s, loss=0.055, pair=46.375, adv=3.451, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:54,  5.63it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:50,  6.04it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:50,  6.04it/s, loss=0.046, pair=6.598, adv=3.482, sprd=0.00
Ep 009/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:53,  5.62it/s, loss=0.046, pair=6.598, adv=3.482, sprd=0.00
Ep 009/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:53,  5.62it/s, loss=0.037, pair=25.578, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 142/444 [00:23<00:50,  6.02it/s, loss=0.037, pair=25.578, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:50,  6.02it/s, loss=0.043, pair=36.812, adv=3.494, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:54,  5.49it/s, loss=0.043, pair=36.812, adv=3.494, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:54,  5.49it/s, loss=0.031, pair=10.828, adv=3.448, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:50,  5.91it/s, loss=0.031, pair=10.828, adv=3.448, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:50,  5.91it/s, loss=0.123, pair=55.062, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:52,  5.65it/s, loss=0.123, pair=55.062, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:52,  5.65it/s, loss=0.033, pair=51.188, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:49,  6.07it/s, loss=0.033, pair=51.188, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:49,  6.07it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.78it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:51,  5.78it/s, loss=0.037, pair=37.938, adv=3.519, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:48,  6.15it/s, loss=0.037, pair=37.938, adv=3.519, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:48,  6.15it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 149/444 [00:24<00:50,  5.86it/s, loss=0.052, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:50,  5.86it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.24it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:47,  6.24it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.79it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:50,  5.79it/s, loss=0.073, pair=53.906, adv=3.468, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.15it/s, loss=0.073, pair=53.906, adv=3.468, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.15it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:49,  5.94it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:49,  5.94it/s, loss=0.033, pair=23.609, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:46,  6.30it/s, loss=0.033, pair=23.609, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:46,  6.30it/s, loss=0.052, pair=17.766, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 155/444 [00:25<00:48,  5.90it/s, loss=0.052, pair=17.766, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:48,  5.90it/s, loss=0.032, pair=21.234, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:46,  6.25it/s, loss=0.032, pair=21.234, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:46,  6.25it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.75it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.75it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.14it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.14it/s, loss=0.052, pair=7.188, adv=3.500, sprd=0.00
Ep 009/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:50,  5.68it/s, loss=0.052, pair=7.188, adv=3.500, sprd=0.00
Ep 009/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:50,  5.68it/s, loss=0.037, pair=25.828, adv=3.488, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:46,  6.06it/s, loss=0.037, pair=25.828, adv=3.488, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:46,  6.06it/s, loss=0.042, pair=43.812, adv=3.454, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:49,  5.69it/s, loss=0.042, pair=43.812, adv=3.454, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:49,  5.69it/s, loss=0.044, pair=19.234, adv=3.492, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:46,  6.10it/s, loss=0.044, pair=19.234, adv=3.492, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:46,  6.10it/s, loss=0.132, pair=65.938, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.83it/s, loss=0.132, pair=65.938, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.83it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:44,  6.22it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:44,  6.22it/s, loss=0.037, pair=37.688, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.89it/s, loss=0.037, pair=37.688, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.89it/s, loss=0.045, pair=61.312, adv=3.435, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:44,  6.24it/s, loss=0.045, pair=61.312, adv=3.435, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:44,  6.24it/s, loss=0.035, pair=3.887, adv=3.468, sprd=0.00
Ep 009/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:48,  5.75it/s, loss=0.035, pair=3.887, adv=3.468, sprd=0.00
Ep 009/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:48,  5.75it/s, loss=0.029, pair=24.484, adv=3.489, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:45,  6.13it/s, loss=0.029, pair=24.484, adv=3.489, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:45,  6.13it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.77it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.77it/s, loss=0.036, pair=57.969, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.16it/s, loss=0.036, pair=57.969, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.16it/s, loss=0.042, pair=41.344, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:46,  5.81it/s, loss=0.042, pair=41.344, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:46,  5.81it/s, loss=0.035, pair=15.961, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 172/444 [00:28<00:43,  6.19it/s, loss=0.035, pair=15.961, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:43,  6.19it/s, loss=0.042, pair=9.203, adv=3.480, sprd=0.00
Ep 009/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.87it/s, loss=0.042, pair=9.203, adv=3.480, sprd=0.00
Ep 009/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.87it/s, loss=0.034, pair=6.121, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.21it/s, loss=0.034, pair=6.121, adv=3.486, sprd=0.00
Ep 009/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.21it/s, loss=0.121, pair=19.688, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.83it/s, loss=0.121, pair=19.688, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:46,  5.83it/s, loss=0.040, pair=19.156, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.21it/s, loss=0.040, pair=19.156, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.21it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:45,  5.86it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:45,  5.86it/s, loss=0.052, pair=8.141, adv=3.453, sprd=0.00
Ep 009/60 [S1:deg_only]:  40%|▍| 178/444 [00:29<00:42,  6.24it/s, loss=0.052, pair=8.141, adv=3.453, sprd=0.00
Ep 009/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:42,  6.24it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:45,  5.78it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:45,  5.78it/s, loss=0.038, pair=34.656, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.17it/s, loss=0.038, pair=34.656, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:42,  6.17it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:45,  5.79it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:45,  5.79it/s, loss=0.038, pair=17.594, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:42,  6.17it/s, loss=0.038, pair=17.594, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:42,  6.17it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:45,  5.79it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:45,  5.79it/s, loss=0.045, pair=13.453, adv=3.509, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 184/444 [00:30<00:42,  6.14it/s, loss=0.045, pair=13.453, adv=3.509, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:42,  6.14it/s, loss=0.031, pair=22.609, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.87it/s, loss=0.031, pair=22.609, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.87it/s, loss=0.042, pair=21.516, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.24it/s, loss=0.042, pair=21.516, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.24it/s, loss=0.046, pair=41.594, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:45,  5.70it/s, loss=0.046, pair=41.594, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:45,  5.70it/s, loss=0.034, pair=19.844, adv=3.463, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:41,  6.11it/s, loss=0.034, pair=19.844, adv=3.463, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:41,  6.11it/s, loss=0.068, pair=0.513, adv=3.516, sprd=0.00
Ep 009/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:43,  5.82it/s, loss=0.068, pair=0.513, adv=3.516, sprd=0.00
Ep 009/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:43,  5.82it/s, loss=0.036, pair=12.516, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 190/444 [00:31<00:40,  6.20it/s, loss=0.036, pair=12.516, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 190/444 [00:31<00:40,  6.20it/s, loss=0.049, pair=64.188, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 191/444 [00:31<00:42,  5.96it/s, loss=0.049, pair=64.188, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:42,  5.96it/s, loss=0.043, pair=8.070, adv=3.477, sprd=0.00
Ep 009/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.043, pair=8.070, adv=3.477, sprd=0.00
Ep 009/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.262, pair=19.203, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:41,  6.01it/s, loss=0.262, pair=19.203, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:41,  6.01it/s, loss=0.036, pair=16.297, adv=3.479, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.35it/s, loss=0.036, pair=16.297, adv=3.479, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:39,  6.35it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:42,  5.88it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:42,  5.88it/s, loss=0.037, pair=28.031, adv=3.515, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 196/444 [00:32<00:39,  6.23it/s, loss=0.037, pair=28.031, adv=3.515, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 196/444 [00:32<00:39,  6.23it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  44%|▍| 197/444 [00:32<00:41,  5.96it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:41,  5.96it/s, loss=0.041, pair=19.594, adv=3.479, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.29it/s, loss=0.041, pair=19.594, adv=3.479, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.29it/s, loss=0.049, pair=37.344, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.84it/s, loss=0.049, pair=37.344, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:41,  5.84it/s, loss=0.036, pair=24.281, adv=3.445, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.22it/s, loss=0.036, pair=24.281, adv=3.445, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:39,  6.22it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:41,  5.81it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:41,  5.81it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  45%|▍| 202/444 [00:33<00:39,  6.20it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  45%|▍| 202/444 [00:33<00:39,  6.20it/s, loss=0.048, pair=20.672, adv=3.513, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 203/444 [00:33<00:41,  5.87it/s, loss=0.048, pair=20.672, adv=3.513, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:41,  5.87it/s, loss=0.041, pair=40.188, adv=3.438, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.22it/s, loss=0.041, pair=40.188, adv=3.438, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:38,  6.22it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:40,  5.96it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:40,  5.96it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:37,  6.32it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:37,  6.32it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:39,  5.99it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:39,  5.99it/s, loss=0.056, pair=10.953, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 208/444 [00:34<00:37,  6.33it/s, loss=0.056, pair=10.953, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 208/444 [00:34<00:37,  6.33it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  47%|▍| 209/444 [00:34<00:39,  6.01it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:39,  6.01it/s, loss=0.038, pair=26.750, adv=3.441, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:36,  6.35it/s, loss=0.038, pair=26.750, adv=3.441, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:36,  6.35it/s, loss=0.056, pair=8.000, adv=3.439, sprd=0.00
Ep 009/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.95it/s, loss=0.056, pair=8.000, adv=3.439, sprd=0.00
Ep 009/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:39,  5.95it/s, loss=0.035, pair=24.547, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:36,  6.30it/s, loss=0.035, pair=24.547, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:36,  6.30it/s, loss=0.041, pair=42.531, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:40,  5.75it/s, loss=0.041, pair=42.531, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:40,  5.75it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  48%|▍| 214/444 [00:35<00:37,  6.16it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  48%|▍| 214/444 [00:35<00:37,  6.16it/s, loss=0.075, pair=34.375, adv=3.481, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 215/444 [00:35<00:39,  5.83it/s, loss=0.075, pair=34.375, adv=3.481, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:39,  5.83it/s, loss=0.036, pair=27.375, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:36,  6.20it/s, loss=0.036, pair=27.375, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:36,  6.20it/s, loss=0.034, pair=25.141, adv=3.449, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:38,  5.83it/s, loss=0.034, pair=25.141, adv=3.449, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:38,  5.83it/s, loss=0.038, pair=8.312, adv=3.414, sprd=0.00
Ep 009/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:36,  6.21it/s, loss=0.038, pair=8.312, adv=3.414, sprd=0.00
Ep 009/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:36,  6.21it/s, loss=0.152, pair=35.344, adv=3.452, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:38,  5.87it/s, loss=0.152, pair=35.344, adv=3.452, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:38,  5.87it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▍| 220/444 [00:36<00:35,  6.25it/s, loss=0.051, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▍| 220/444 [00:36<00:35,  6.25it/s, loss=0.374, pair=28.688, adv=3.443, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 221/444 [00:36<00:38,  5.86it/s, loss=0.374, pair=28.688, adv=3.443, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.86it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.25it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.25it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:38,  5.68it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:38,  5.68it/s, loss=0.034, pair=9.766, adv=3.477, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:36,  6.09it/s, loss=0.034, pair=9.766, adv=3.477, sprd=0.00
Ep 009/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:36,  6.09it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:37,  5.84it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:37,  5.84it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 226/444 [00:37<00:35,  6.20it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 226/444 [00:37<00:35,  6.20it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 227/444 [00:37<00:37,  5.73it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:37,  5.73it/s, loss=0.028, pair=9.203, adv=3.521, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:35,  6.11it/s, loss=0.028, pair=9.203, adv=3.521, sprd=0.00
Ep 009/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:35,  6.11it/s, loss=0.241, pair=41.156, adv=3.485, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.77it/s, loss=0.241, pair=41.156, adv=3.485, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:37,  5.77it/s, loss=0.038, pair=5.262, adv=3.506, sprd=0.00
Ep 009/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.14it/s, loss=0.038, pair=5.262, adv=3.506, sprd=0.00
Ep 009/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:34,  6.14it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:37,  5.73it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:37,  5.73it/s, loss=0.034, pair=37.500, adv=3.507, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 232/444 [00:38<00:34,  6.09it/s, loss=0.034, pair=37.500, adv=3.507, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 232/444 [00:38<00:34,  6.09it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  52%|▌| 233/444 [00:38<00:37,  5.59it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:37,  5.59it/s, loss=0.031, pair=17.859, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:35,  5.99it/s, loss=0.031, pair=17.859, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:35,  5.99it/s, loss=0.032, pair=32.562, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:36,  5.66it/s, loss=0.032, pair=32.562, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:36,  5.66it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:34,  6.06it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:34,  6.06it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:35,  5.81it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:35,  5.81it/s, loss=0.034, pair=11.375, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 238/444 [00:39<00:33,  6.18it/s, loss=0.034, pair=11.375, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 238/444 [00:39<00:33,  6.18it/s, loss=0.155, pair=13.672, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 239/444 [00:39<00:35,  5.82it/s, loss=0.155, pair=13.672, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:35,  5.82it/s, loss=0.038, pair=33.781, adv=3.508, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.19it/s, loss=0.038, pair=33.781, adv=3.508, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:32,  6.19it/s, loss=0.064, pair=27.844, adv=3.458, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:34,  5.84it/s, loss=0.064, pair=27.844, adv=3.458, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:34,  5.84it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.21it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:32,  6.21it/s, loss=0.075, pair=24.016, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:33,  5.92it/s, loss=0.075, pair=24.016, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:33,  5.92it/s, loss=0.039, pair=54.531, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 244/444 [00:40<00:31,  6.28it/s, loss=0.039, pair=54.531, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 244/444 [00:40<00:31,  6.28it/s, loss=0.035, pair=32.375, adv=3.506, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 245/444 [00:40<00:33,  5.89it/s, loss=0.035, pair=32.375, adv=3.506, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:33,  5.89it/s, loss=0.031, pair=9.797, adv=3.492, sprd=0.00
Ep 009/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:31,  6.27it/s, loss=0.031, pair=9.797, adv=3.492, sprd=0.00
Ep 009/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:31,  6.27it/s, loss=0.041, pair=21.641, adv=3.524, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:33,  5.86it/s, loss=0.041, pair=21.641, adv=3.524, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:33,  5.86it/s, loss=0.031, pair=7.113, adv=3.519, sprd=0.00
Ep 009/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:31,  6.24it/s, loss=0.031, pair=7.113, adv=3.519, sprd=0.00
Ep 009/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:31,  6.24it/s, loss=0.047, pair=39.250, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:34,  5.70it/s, loss=0.047, pair=39.250, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:34,  5.70it/s, loss=0.029, pair=30.094, adv=3.493, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 250/444 [00:41<00:31,  6.11it/s, loss=0.029, pair=30.094, adv=3.493, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 250/444 [00:41<00:31,  6.11it/s, loss=0.162, pair=24.047, adv=3.450, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 251/444 [00:41<00:33,  5.83it/s, loss=0.162, pair=24.047, adv=3.450, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.83it/s, loss=0.039, pair=6.102, adv=3.510, sprd=0.00
Ep 009/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:30,  6.22it/s, loss=0.039, pair=6.102, adv=3.510, sprd=0.00
Ep 009/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:30,  6.22it/s, loss=0.044, pair=49.156, adv=3.528, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.82it/s, loss=0.044, pair=49.156, adv=3.528, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:32,  5.82it/s, loss=0.055, pair=25.109, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.21it/s, loss=0.055, pair=25.109, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.21it/s, loss=0.049, pair=73.375, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.75it/s, loss=0.049, pair=73.375, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.75it/s, loss=0.036, pair=21.422, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 256/444 [00:42<00:30,  6.15it/s, loss=0.036, pair=21.422, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.15it/s, loss=0.051, pair=51.812, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:33,  5.61it/s, loss=0.051, pair=51.812, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:33,  5.61it/s, loss=0.028, pair=27.297, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.03it/s, loss=0.028, pair=27.297, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.03it/s, loss=0.205, pair=19.750, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.80it/s, loss=0.205, pair=19.750, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.80it/s, loss=0.036, pair=14.766, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:29,  6.20it/s, loss=0.036, pair=14.766, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:29,  6.20it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.84it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.84it/s, loss=0.031, pair=13.414, adv=3.532, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 262/444 [00:43<00:29,  6.21it/s, loss=0.031, pair=13.414, adv=3.532, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:29,  6.21it/s, loss=0.066, pair=40.469, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.73it/s, loss=0.066, pair=40.469, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.73it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.15it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:29,  6.15it/s, loss=0.038, pair=18.531, adv=3.466, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:31,  5.64it/s, loss=0.038, pair=18.531, adv=3.466, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:31,  5.64it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:29,  6.07it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:29,  6.07it/s, loss=0.032, pair=50.000, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:30,  5.87it/s, loss=0.032, pair=50.000, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:30,  5.87it/s, loss=0.032, pair=23.609, adv=3.478, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 268/444 [00:44<00:28,  6.24it/s, loss=0.032, pair=23.609, adv=3.478, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 268/444 [00:44<00:28,  6.24it/s, loss=0.042, pair=2.199, adv=3.487, sprd=0.00
Ep 009/60 [S1:deg_only]:  61%|▌| 269/444 [00:44<00:29,  5.99it/s, loss=0.042, pair=2.199, adv=3.487, sprd=0.00
Ep 009/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:29,  5.99it/s, loss=0.035, pair=22.016, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.35it/s, loss=0.035, pair=22.016, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.35it/s, loss=0.232, pair=51.344, adv=3.458, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:28,  6.05it/s, loss=0.232, pair=51.344, adv=3.458, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:28,  6.05it/s, loss=0.034, pair=24.766, adv=3.478, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:26,  6.38it/s, loss=0.034, pair=24.766, adv=3.478, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:26,  6.38it/s, loss=0.152, pair=61.031, adv=3.487, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:28,  5.98it/s, loss=0.152, pair=61.031, adv=3.487, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:28,  5.98it/s, loss=0.033, pair=27.422, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 274/444 [00:45<00:26,  6.33it/s, loss=0.033, pair=27.422, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 274/444 [00:45<00:26,  6.33it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  62%|▌| 275/444 [00:45<00:28,  5.99it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:28,  5.99it/s, loss=0.033, pair=31.578, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:26,  6.35it/s, loss=0.033, pair=31.578, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:26,  6.35it/s, loss=0.033, pair=16.656, adv=3.470, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.93it/s, loss=0.033, pair=16.656, adv=3.470, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.93it/s, loss=0.030, pair=32.438, adv=3.483, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.30it/s, loss=0.030, pair=32.438, adv=3.483, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.30it/s, loss=0.197, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:28,  5.87it/s, loss=0.197, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:28,  5.87it/s, loss=0.031, pair=15.391, adv=3.497, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 280/444 [00:46<00:26,  6.24it/s, loss=0.031, pair=15.391, adv=3.497, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 280/444 [00:46<00:26,  6.24it/s, loss=0.038, pair=33.969, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 281/444 [00:46<00:28,  5.80it/s, loss=0.038, pair=33.969, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:28,  5.80it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.20it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.20it/s, loss=0.053, pair=41.312, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.84it/s, loss=0.053, pair=41.312, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.84it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.24it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.24it/s, loss=0.061, pair=43.562, adv=3.476, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:26,  6.01it/s, loss=0.061, pair=43.562, adv=3.476, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:26,  6.01it/s, loss=0.033, pair=13.805, adv=3.489, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 286/444 [00:47<00:24,  6.36it/s, loss=0.033, pair=13.805, adv=3.489, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 286/444 [00:47<00:24,  6.36it/s, loss=0.037, pair=40.438, adv=3.497, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 287/444 [00:47<00:26,  5.97it/s, loss=0.037, pair=40.438, adv=3.497, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:26,  5.97it/s, loss=0.030, pair=28.188, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:24,  6.33it/s, loss=0.030, pair=28.188, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:24,  6.33it/s, loss=0.152, pair=20.781, adv=3.453, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:25,  5.98it/s, loss=0.152, pair=20.781, adv=3.453, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:25,  5.98it/s, loss=0.027, pair=16.578, adv=3.508, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:24,  6.32it/s, loss=0.027, pair=16.578, adv=3.508, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:24,  6.32it/s, loss=0.055, pair=43.906, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:25,  5.96it/s, loss=0.055, pair=43.906, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:25,  5.96it/s, loss=0.030, pair=5.793, adv=3.436, sprd=0.00
Ep 009/60 [S1:deg_only]:  66%|▋| 292/444 [00:48<00:24,  6.32it/s, loss=0.030, pair=5.793, adv=3.436, sprd=0.00
Ep 009/60 [S1:deg_only]:  66%|▋| 292/444 [00:48<00:24,  6.32it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  66%|▋| 293/444 [00:48<00:25,  5.94it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.94it/s, loss=0.033, pair=10.797, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:23,  6.31it/s, loss=0.033, pair=10.797, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:23,  6.31it/s, loss=0.033, pair=19.469, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:24,  6.00it/s, loss=0.033, pair=19.469, adv=3.471, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:24,  6.00it/s, loss=0.032, pair=20.969, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:23,  6.36it/s, loss=0.032, pair=20.969, adv=3.480, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:23,  6.36it/s, loss=0.154, pair=41.844, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:24,  6.07it/s, loss=0.154, pair=41.844, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:24,  6.07it/s, loss=0.031, pair=20.891, adv=3.460, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 298/444 [00:49<00:22,  6.41it/s, loss=0.031, pair=20.891, adv=3.460, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 298/444 [00:49<00:22,  6.41it/s, loss=0.057, pair=40.125, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 299/444 [00:49<00:24,  5.92it/s, loss=0.057, pair=40.125, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.92it/s, loss=0.029, pair=35.469, adv=3.514, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:22,  6.27it/s, loss=0.029, pair=35.469, adv=3.514, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:22,  6.27it/s, loss=0.042, pair=68.375, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:24,  5.81it/s, loss=0.042, pair=68.375, adv=3.477, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:24,  5.81it/s, loss=0.032, pair=24.859, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:22,  6.18it/s, loss=0.032, pair=24.859, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:22,  6.18it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:23,  5.92it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:23,  5.92it/s, loss=0.030, pair=51.594, adv=3.506, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 304/444 [00:50<00:22,  6.27it/s, loss=0.030, pair=51.594, adv=3.506, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 304/444 [00:50<00:22,  6.27it/s, loss=0.368, pair=36.375, adv=3.539, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 305/444 [00:50<00:23,  5.90it/s, loss=0.368, pair=36.375, adv=3.539, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:23,  5.90it/s, loss=0.036, pair=25.891, adv=3.503, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.25it/s, loss=0.036, pair=25.891, adv=3.503, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:22,  6.25it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.88it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:23,  5.88it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:21,  6.27it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:21,  6.27it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:22,  5.93it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:22,  5.93it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 310/444 [00:51<00:21,  6.29it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 310/444 [00:51<00:21,  6.29it/s, loss=0.042, pair=43.062, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 311/444 [00:51<00:22,  5.85it/s, loss=0.042, pair=43.062, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.85it/s, loss=0.033, pair=6.504, adv=3.478, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.24it/s, loss=0.033, pair=6.504, adv=3.478, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.24it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:22,  5.88it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:22,  5.88it/s, loss=0.030, pair=16.672, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.26it/s, loss=0.030, pair=16.672, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.26it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:22,  5.80it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:22,  5.80it/s, loss=0.030, pair=34.062, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 316/444 [00:52<00:20,  6.20it/s, loss=0.030, pair=34.062, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 316/444 [00:52<00:20,  6.20it/s, loss=0.038, pair=17.312, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 317/444 [00:52<00:21,  5.82it/s, loss=0.038, pair=17.312, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:21,  5.82it/s, loss=0.032, pair=9.094, adv=3.455, sprd=0.00
Ep 009/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.18it/s, loss=0.032, pair=9.094, adv=3.455, sprd=0.00
Ep 009/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.18it/s, loss=0.044, pair=22.172, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.80it/s, loss=0.044, pair=22.172, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:21,  5.80it/s, loss=0.032, pair=31.016, adv=3.454, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:20,  6.18it/s, loss=0.032, pair=31.016, adv=3.454, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:20,  6.18it/s, loss=0.040, pair=16.297, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:21,  5.72it/s, loss=0.040, pair=16.297, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:21,  5.72it/s, loss=0.040, pair=20.828, adv=3.488, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 322/444 [00:53<00:19,  6.11it/s, loss=0.040, pair=20.828, adv=3.488, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 322/444 [00:53<00:19,  6.11it/s, loss=0.042, pair=65.312, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 323/444 [00:53<00:21,  5.72it/s, loss=0.042, pair=65.312, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:21,  5.72it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.11it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.11it/s, loss=0.074, pair=0.387, adv=3.492, sprd=0.00
Ep 009/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.79it/s, loss=0.074, pair=0.387, adv=3.492, sprd=0.00
Ep 009/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.79it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:19,  6.16it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:19,  6.16it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:20,  5.65it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:20,  5.65it/s, loss=0.030, pair=11.555, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 328/444 [00:54<00:19,  6.06it/s, loss=0.030, pair=11.555, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 328/444 [00:54<00:19,  6.06it/s, loss=0.283, pair=24.062, adv=3.526, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 329/444 [00:54<00:19,  5.87it/s, loss=0.283, pair=24.062, adv=3.526, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.87it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.24it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.24it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.67it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.67it/s, loss=0.033, pair=50.500, adv=3.493, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:18,  6.05it/s, loss=0.033, pair=50.500, adv=3.493, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:18,  6.05it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:18,  5.85it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:18,  5.85it/s, loss=0.036, pair=2.324, adv=3.422, sprd=0.00
Ep 009/60 [S1:deg_only]:  75%|▊| 334/444 [00:55<00:17,  6.21it/s, loss=0.036, pair=2.324, adv=3.422, sprd=0.00
Ep 009/60 [S1:deg_only]:  75%|▊| 334/444 [00:55<00:17,  6.21it/s, loss=0.160, pair=12.172, adv=3.460, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 335/444 [00:55<00:18,  5.86it/s, loss=0.160, pair=12.172, adv=3.460, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.86it/s, loss=0.040, pair=40.625, adv=3.442, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.23it/s, loss=0.040, pair=40.625, adv=3.442, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.23it/s, loss=0.044, pair=62.531, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:17,  5.97it/s, loss=0.044, pair=62.531, adv=3.504, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:17,  5.97it/s, loss=0.040, pair=13.125, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:16,  6.33it/s, loss=0.040, pair=13.125, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:16,  6.33it/s, loss=0.153, pair=19.406, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:17,  5.87it/s, loss=0.153, pair=19.406, adv=3.464, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:17,  5.87it/s, loss=0.047, pair=26.969, adv=3.440, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 340/444 [00:56<00:16,  6.22it/s, loss=0.047, pair=26.969, adv=3.440, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 340/444 [00:56<00:16,  6.22it/s, loss=0.041, pair=12.484, adv=3.482, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 341/444 [00:56<00:17,  5.77it/s, loss=0.041, pair=12.484, adv=3.482, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.77it/s, loss=0.032, pair=23.031, adv=3.460, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.17it/s, loss=0.032, pair=23.031, adv=3.460, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.17it/s, loss=0.042, pair=16.391, adv=3.453, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.75it/s, loss=0.042, pair=16.391, adv=3.453, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:17,  5.75it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.15it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:16,  6.15it/s, loss=0.116, pair=3.699, adv=3.463, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:17,  5.77it/s, loss=0.116, pair=3.699, adv=3.463, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:17,  5.77it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 346/444 [00:57<00:15,  6.17it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 346/444 [00:57<00:15,  6.17it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 347/444 [00:57<00:16,  5.79it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.79it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.17it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.17it/s, loss=0.157, pair=10.172, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.76it/s, loss=0.157, pair=10.172, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.76it/s, loss=0.030, pair=13.312, adv=3.444, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.15it/s, loss=0.030, pair=13.312, adv=3.444, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.15it/s, loss=0.159, pair=26.250, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:15,  5.86it/s, loss=0.159, pair=26.250, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:15,  5.86it/s, loss=0.036, pair=10.273, adv=3.483, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 352/444 [00:58<00:14,  6.23it/s, loss=0.036, pair=10.273, adv=3.483, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 352/444 [00:58<00:14,  6.23it/s, loss=0.081, pair=64.562, adv=3.445, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 353/444 [00:58<00:15,  5.78it/s, loss=0.081, pair=64.562, adv=3.445, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.78it/s, loss=0.058, pair=20.828, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.17it/s, loss=0.058, pair=20.828, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.17it/s, loss=0.061, pair=36.938, adv=3.467, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.74it/s, loss=0.061, pair=36.938, adv=3.467, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.74it/s, loss=0.077, pair=16.141, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.14it/s, loss=0.077, pair=16.141, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.14it/s, loss=0.057, pair=17.297, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.67it/s, loss=0.057, pair=17.297, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.67it/s, loss=0.042, pair=26.094, adv=3.452, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 358/444 [00:59<00:14,  6.08it/s, loss=0.042, pair=26.094, adv=3.452, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 358/444 [00:59<00:14,  6.08it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  81%|▊| 359/444 [00:59<00:14,  5.80it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.80it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.19it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.19it/s, loss=0.050, pair=40.938, adv=3.485, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.63it/s, loss=0.050, pair=40.938, adv=3.485, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.63it/s, loss=0.041, pair=0.638, adv=3.442, sprd=0.00
Ep 009/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.04it/s, loss=0.041, pair=0.638, adv=3.442, sprd=0.00
Ep 009/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.04it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:14,  5.73it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:14,  5.73it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  82%|▊| 364/444 [01:00<00:13,  6.15it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  82%|▊| 364/444 [01:00<00:13,  6.15it/s, loss=0.040, pair=12.781, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 365/444 [01:00<00:13,  5.75it/s, loss=0.040, pair=12.781, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.75it/s, loss=0.042, pair=68.312, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.13it/s, loss=0.042, pair=68.312, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.13it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.76it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:13,  5.76it/s, loss=0.037, pair=32.531, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.16it/s, loss=0.037, pair=32.531, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.16it/s, loss=0.040, pair=40.500, adv=3.470, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:12,  5.78it/s, loss=0.040, pair=40.500, adv=3.470, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:12,  5.78it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  83%|▊| 370/444 [01:01<00:11,  6.19it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  83%|▊| 370/444 [01:01<00:11,  6.19it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  84%|▊| 371/444 [01:01<00:13,  5.61it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:13,  5.61it/s, loss=0.036, pair=16.062, adv=3.441, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.05it/s, loss=0.036, pair=16.062, adv=3.441, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.05it/s, loss=0.046, pair=5.699, adv=3.481, sprd=0.00
Ep 009/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.70it/s, loss=0.046, pair=5.699, adv=3.481, sprd=0.00
Ep 009/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:12,  5.70it/s, loss=0.034, pair=18.047, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.09it/s, loss=0.034, pair=18.047, adv=3.472, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.09it/s, loss=0.037, pair=32.719, adv=3.419, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 375/444 [01:02<00:11,  5.75it/s, loss=0.037, pair=32.719, adv=3.419, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 375/444 [01:02<00:11,  5.75it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  85%|▊| 376/444 [01:02<00:11,  6.16it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  85%|▊| 376/444 [01:02<00:11,  6.16it/s, loss=0.041, pair=26.391, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 377/444 [01:02<00:11,  5.91it/s, loss=0.041, pair=26.391, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  5.91it/s, loss=0.033, pair=25.562, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.28it/s, loss=0.033, pair=25.562, adv=3.461, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.28it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:10,  5.93it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:10,  5.93it/s, loss=0.030, pair=39.188, adv=3.492, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.29it/s, loss=0.030, pair=39.188, adv=3.492, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.29it/s, loss=0.038, pair=23.672, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 381/444 [01:03<00:10,  5.90it/s, loss=0.038, pair=23.672, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 381/444 [01:03<00:10,  5.90it/s, loss=0.033, pair=18.062, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 382/444 [01:03<00:09,  6.26it/s, loss=0.033, pair=18.062, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 382/444 [01:03<00:09,  6.26it/s, loss=0.042, pair=13.953, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 383/444 [01:03<00:10,  5.80it/s, loss=0.042, pair=13.953, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.80it/s, loss=0.036, pair=31.234, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.16it/s, loss=0.036, pair=31.234, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.16it/s, loss=0.040, pair=3.949, adv=3.504, sprd=0.00
Ep 009/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.79it/s, loss=0.040, pair=3.949, adv=3.504, sprd=0.00
Ep 009/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:10,  5.79it/s, loss=0.032, pair=2.637, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.15it/s, loss=0.032, pair=2.637, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.15it/s, loss=0.042, pair=19.578, adv=3.502, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 387/444 [01:04<00:09,  5.77it/s, loss=0.042, pair=19.578, adv=3.502, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 387/444 [01:04<00:09,  5.77it/s, loss=0.034, pair=56.812, adv=3.509, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 388/444 [01:04<00:09,  6.15it/s, loss=0.034, pair=56.812, adv=3.509, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 388/444 [01:04<00:09,  6.15it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  88%|▉| 389/444 [01:04<00:09,  5.85it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.85it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.22it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.22it/s, loss=0.041, pair=42.062, adv=3.441, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.86it/s, loss=0.041, pair=42.062, adv=3.441, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.86it/s, loss=0.031, pair=22.219, adv=3.525, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.23it/s, loss=0.031, pair=22.219, adv=3.525, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.23it/s, loss=0.037, pair=20.203, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 393/444 [01:05<00:08,  5.71it/s, loss=0.037, pair=20.203, adv=3.469, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 393/444 [01:05<00:08,  5.71it/s, loss=0.028, pair=21.266, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 394/444 [01:05<00:08,  6.09it/s, loss=0.028, pair=21.266, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 394/444 [01:05<00:08,  6.09it/s, loss=0.039, pair=24.734, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 395/444 [01:05<00:08,  5.62it/s, loss=0.039, pair=24.734, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.62it/s, loss=0.032, pair=20.516, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.03it/s, loss=0.032, pair=20.516, adv=3.496, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.03it/s, loss=0.035, pair=51.438, adv=3.468, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.80it/s, loss=0.035, pair=51.438, adv=3.468, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.80it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.18it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.18it/s, loss=0.067, pair=18.094, adv=3.483, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 399/444 [01:06<00:07,  5.67it/s, loss=0.067, pair=18.094, adv=3.483, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 399/444 [01:06<00:07,  5.67it/s, loss=0.044, pair=35.500, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 400/444 [01:06<00:07,  6.08it/s, loss=0.044, pair=35.500, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 400/444 [01:06<00:07,  6.08it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  90%|▉| 401/444 [01:06<00:07,  5.91it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.91it/s, loss=0.041, pair=30.375, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.26it/s, loss=0.041, pair=30.375, adv=3.462, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.26it/s, loss=0.041, pair=34.812, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:06,  5.90it/s, loss=0.041, pair=34.812, adv=3.484, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:06,  5.90it/s, loss=0.032, pair=18.531, adv=3.455, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.24it/s, loss=0.032, pair=18.531, adv=3.455, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.24it/s, loss=0.048, pair=18.203, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 405/444 [01:07<00:06,  5.79it/s, loss=0.048, pair=18.203, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 405/444 [01:07<00:06,  5.79it/s, loss=0.038, pair=41.938, adv=3.490, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 406/444 [01:07<00:06,  6.16it/s, loss=0.038, pair=41.938, adv=3.490, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 406/444 [01:07<00:06,  6.16it/s, loss=0.056, pair=21.547, adv=3.436, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 407/444 [01:07<00:06,  5.82it/s, loss=0.056, pair=21.547, adv=3.436, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.82it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.20it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.20it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.79it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.79it/s, loss=0.032, pair=17.312, adv=3.442, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.18it/s, loss=0.032, pair=17.312, adv=3.442, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.18it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 411/444 [01:08<00:05,  5.81it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 411/444 [01:08<00:05,  5.81it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 412/444 [01:08<00:05,  6.19it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 412/444 [01:08<00:05,  6.19it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 413/444 [01:08<00:05,  5.65it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.65it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.06it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.06it/s, loss=0.036, pair=43.031, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:05,  5.62it/s, loss=0.036, pair=43.031, adv=3.486, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:05,  5.62it/s, loss=0.036, pair=3.168, adv=3.435, sprd=0.00
Ep 009/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.03it/s, loss=0.036, pair=3.168, adv=3.435, sprd=0.00
Ep 009/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.03it/s, loss=0.152, pair=43.656, adv=3.436, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 417/444 [01:09<00:04,  5.71it/s, loss=0.152, pair=43.656, adv=3.436, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 417/444 [01:09<00:04,  5.71it/s, loss=0.032, pair=17.203, adv=3.466, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 418/444 [01:09<00:04,  6.09it/s, loss=0.032, pair=17.203, adv=3.466, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 418/444 [01:09<00:04,  6.09it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  94%|▉| 419/444 [01:09<00:04,  5.58it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.58it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.02it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.02it/s, loss=0.265, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:04,  5.62it/s, loss=0.265, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:04,  5.62it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.05it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.05it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 423/444 [01:10<00:03,  5.79it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  95%|▉| 423/444 [01:10<00:03,  5.79it/s, loss=0.031, pair=35.688, adv=3.502, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 424/444 [01:10<00:03,  6.18it/s, loss=0.031, pair=35.688, adv=3.502, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 424/444 [01:11<00:03,  6.18it/s, loss=0.044, pair=28.359, adv=3.458, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.78it/s, loss=0.044, pair=28.359, adv=3.458, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.78it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.19it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.19it/s, loss=0.032, pair=23.234, adv=3.467, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.81it/s, loss=0.032, pair=23.234, adv=3.467, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.81it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.21it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.21it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  97%|▉| 429/444 [01:11<00:02,  5.83it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  97%|▉| 429/444 [01:11<00:02,  5.83it/s, loss=0.045, pair=27.734, adv=3.536, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 430/444 [01:11<00:02,  6.21it/s, loss=0.045, pair=27.734, adv=3.536, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 430/444 [01:12<00:02,  6.21it/s, loss=0.041, pair=19.078, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.68it/s, loss=0.041, pair=19.078, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.68it/s, loss=0.033, pair=22.953, adv=3.497, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.08it/s, loss=0.033, pair=22.953, adv=3.497, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.08it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.86it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.86it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.23it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.23it/s, loss=0.094, pair=63.062, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 435/444 [01:12<00:01,  5.83it/s, loss=0.094, pair=63.062, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 435/444 [01:12<00:01,  5.83it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  98%|▉| 436/444 [01:12<00:01,  6.22it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  98%|▉| 436/444 [01:12<00:01,  6.22it/s, loss=0.052, pair=10.703, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 437/444 [01:12<00:01,  5.91it/s, loss=0.052, pair=10.703, adv=3.474, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.91it/s, loss=0.028, pair=6.426, adv=3.491, sprd=0.00
Ep 009/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.26it/s, loss=0.028, pair=6.426, adv=3.491, sprd=0.00
Ep 009/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.26it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.81it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.81it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.19it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.19it/s, loss=0.033, pair=19.016, adv=3.482, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 441/444 [01:13<00:00,  5.90it/s, loss=0.033, pair=19.016, adv=3.482, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 441/444 [01:13<00:00,  5.90it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]: 100%|▉| 442/444 [01:13<00:00,  6.27it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 009/60 [S1:deg_only]: 100%|▉| 442/444 [01:13<00:00,  6.27it/s, loss=0.053, pair=53.938, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|▉| 443/444 [01:13<00:00,  5.85it/s, loss=0.053, pair=53.938, adv=3.457, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.85it/s, loss=0.034, pair=31.062, adv=3.492, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|█| 444/444 [01:14<00:00,  6.23it/s, loss=0.034, pair=31.062, adv=3.492, sprd=0.0
                                                                                                              
Epoch 009/60 [S1:deg_only]  loss=0.0558  mat=0.2379  sens=18.0337  pair=17.3397  adv=2.3864(rand=3.37)  deg=0.0173  orth=0.0095  spread=0.0008  q_mean=50.8  q_std=21.8  α=0.10 β=0.00 γ=1.00 λ_grl=0.583  lr=9.59e-05  74s

Ep 010/60 [S1:deg_only]:   0%|                                                        | 0/444 [00:00<?, ?it/s]
Ep 010/60 [S1:deg_only]:   0%|        | 0/444 [00:00<?, ?it/s, loss=0.044, pair=15.578, adv=3.506, sprd=0.001]
Ep 010/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:49,  2.62it/s, loss=0.044, pair=15.578, adv=3.506, sprd=0.001
Ep 010/60 [S1:deg_only]:   0%| | 1/444 [00:00<02:49,  2.62it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000]
Ep 010/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:45,  4.18it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000]
Ep 010/60 [S1:deg_only]:   0%| | 2/444 [00:00<01:45,  4.18it/s, loss=0.036, pair=27.703, adv=3.500, sprd=0.000
Ep 010/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:39,  4.44it/s, loss=0.036, pair=27.703, adv=3.500, sprd=0.000
Ep 010/60 [S1:deg_only]:   1%| | 3/444 [00:00<01:39,  4.44it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.001]
Ep 010/60 [S1:deg_only]:   1%| | 4/444 [00:00<01:23,  5.25it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.001]
Ep 010/60 [S1:deg_only]:   1%| | 4/444 [00:01<01:23,  5.25it/s, loss=0.045, pair=21.734, adv=3.442, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:24,  5.20it/s, loss=0.045, pair=21.734, adv=3.442, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 5/444 [00:01<01:24,  5.20it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000]
Ep 010/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:16,  5.75it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000]
Ep 010/60 [S1:deg_only]:   1%| | 6/444 [00:01<01:16,  5.75it/s, loss=0.160, pair=39.375, adv=3.496, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:18,  5.55it/s, loss=0.160, pair=39.375, adv=3.496, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 7/444 [00:01<01:18,  5.55it/s, loss=0.032, pair=24.516, adv=3.475, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  5.98it/s, loss=0.032, pair=24.516, adv=3.475, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 8/444 [00:01<01:12,  5.98it/s, loss=0.154, pair=31.797, adv=3.447, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.71it/s, loss=0.154, pair=31.797, adv=3.447, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 9/444 [00:01<01:16,  5.71it/s, loss=0.036, pair=14.953, adv=3.437, sprd=0.002
Ep 010/60 [S1:deg_only]:   2%| | 10/444 [00:01<01:10,  6.12it/s, loss=0.036, pair=14.953, adv=3.437, sprd=0.00
Ep 010/60 [S1:deg_only]:   2%| | 10/444 [00:02<01:10,  6.12it/s, loss=0.049, pair=24.234, adv=3.434, sprd=0.00
Ep 010/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.77it/s, loss=0.049, pair=24.234, adv=3.434, sprd=0.00
Ep 010/60 [S1:deg_only]:   2%| | 11/444 [00:02<01:15,  5.77it/s, loss=0.035, pair=18.953, adv=3.414, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=0.035, pair=18.953, adv=3.414, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:14,  5.76it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 13/444 [00:02<01:14,  5.76it/s, loss=0.032, pair=27.328, adv=3.502, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.15it/s, loss=0.032, pair=27.328, adv=3.502, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 14/444 [00:02<01:09,  6.15it/s, loss=0.045, pair=0.606, adv=3.510, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:14,  5.80it/s, loss=0.045, pair=0.606, adv=3.510, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 15/444 [00:02<01:14,  5.80it/s, loss=0.048, pair=15.281, adv=3.473, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 16/444 [00:02<01:09,  6.18it/s, loss=0.048, pair=15.281, adv=3.473, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 16/444 [00:03<01:09,  6.18it/s, loss=0.045, pair=49.969, adv=3.437, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:15,  5.65it/s, loss=0.045, pair=49.969, adv=3.437, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 17/444 [00:03<01:15,  5.65it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:10,  6.07it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   4%| | 18/444 [00:03<01:10,  6.07it/s, loss=0.042, pair=18.578, adv=3.411, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.76it/s, loss=0.042, pair=18.578, adv=3.411, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 19/444 [00:03<01:13,  5.76it/s, loss=0.036, pair=25.984, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.15it/s, loss=0.036, pair=25.984, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 20/444 [00:03<01:08,  6.15it/s, loss=0.037, pair=23.766, adv=3.492, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.81it/s, loss=0.037, pair=23.766, adv=3.492, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 21/444 [00:03<01:12,  5.81it/s, loss=0.031, pair=10.641, adv=3.495, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 22/444 [00:03<01:08,  6.17it/s, loss=0.031, pair=10.641, adv=3.495, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 22/444 [00:04<01:08,  6.17it/s, loss=0.041, pair=45.344, adv=3.558, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.86it/s, loss=0.041, pair=45.344, adv=3.558, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 23/444 [00:04<01:11,  5.86it/s, loss=0.030, pair=34.438, adv=3.444, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.23it/s, loss=0.030, pair=34.438, adv=3.444, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 24/444 [00:04<01:07,  6.23it/s, loss=0.088, pair=12.266, adv=3.517, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.86it/s, loss=0.088, pair=12.266, adv=3.517, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 25/444 [00:04<01:11,  5.86it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.24it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   6%| | 26/444 [00:04<01:07,  6.24it/s, loss=0.043, pair=53.000, adv=3.499, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:13,  5.68it/s, loss=0.043, pair=53.000, adv=3.499, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 27/444 [00:04<01:13,  5.68it/s, loss=0.034, pair=31.656, adv=3.492, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 28/444 [00:04<01:08,  6.08it/s, loss=0.034, pair=31.656, adv=3.492, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 28/444 [00:05<01:08,  6.08it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.77it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   7%| | 29/444 [00:05<01:11,  5.77it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.16it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   7%| | 30/444 [00:05<01:07,  6.16it/s, loss=0.037, pair=35.688, adv=3.461, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:12,  5.68it/s, loss=0.037, pair=35.688, adv=3.461, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 31/444 [00:05<01:12,  5.68it/s, loss=0.030, pair=44.375, adv=3.430, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.10it/s, loss=0.030, pair=44.375, adv=3.430, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 32/444 [00:05<01:07,  6.10it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:11,  5.77it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   7%| | 33/444 [00:05<01:11,  5.77it/s, loss=0.078, pair=47.531, adv=3.521, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 34/444 [00:05<01:06,  6.16it/s, loss=0.078, pair=47.531, adv=3.521, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 34/444 [00:06<01:06,  6.16it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:11,  5.75it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   8%| | 35/444 [00:06<01:11,  5.75it/s, loss=0.029, pair=29.375, adv=3.515, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:06,  6.16it/s, loss=0.029, pair=29.375, adv=3.515, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 36/444 [00:06<01:06,  6.16it/s, loss=0.032, pair=17.625, adv=3.468, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:08,  5.93it/s, loss=0.032, pair=17.625, adv=3.468, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 37/444 [00:06<01:08,  5.93it/s, loss=0.031, pair=12.797, adv=3.429, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:04,  6.28it/s, loss=0.031, pair=12.797, adv=3.429, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 38/444 [00:06<01:04,  6.28it/s, loss=0.041, pair=33.781, adv=3.463, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.92it/s, loss=0.041, pair=33.781, adv=3.463, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 39/444 [00:06<01:08,  5.92it/s, loss=0.034, pair=22.297, adv=3.475, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 40/444 [00:06<01:04,  6.26it/s, loss=0.034, pair=22.297, adv=3.475, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 40/444 [00:07<01:04,  6.26it/s, loss=0.154, pair=11.195, adv=3.465, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:08,  5.84it/s, loss=0.154, pair=11.195, adv=3.465, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 41/444 [00:07<01:08,  5.84it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.24it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:   9%| | 42/444 [00:07<01:04,  6.24it/s, loss=0.033, pair=35.000, adv=3.528, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:08,  5.84it/s, loss=0.033, pair=35.000, adv=3.528, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 43/444 [00:07<01:08,  5.84it/s, loss=0.038, pair=16.406, adv=3.450, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.21it/s, loss=0.038, pair=16.406, adv=3.450, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 44/444 [00:07<01:04,  6.21it/s, loss=0.037, pair=33.938, adv=3.491, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:07,  5.92it/s, loss=0.037, pair=33.938, adv=3.491, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 45/444 [00:07<01:07,  5.92it/s, loss=0.058, pair=25.859, adv=3.430, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 46/444 [00:07<01:03,  6.28it/s, loss=0.058, pair=25.859, adv=3.430, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 46/444 [00:08<01:03,  6.28it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:07,  5.84it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  11%| | 47/444 [00:08<01:07,  5.84it/s, loss=0.031, pair=15.016, adv=3.451, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.22it/s, loss=0.031, pair=15.016, adv=3.451, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 48/444 [00:08<01:03,  6.22it/s, loss=0.038, pair=24.016, adv=3.502, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.76it/s, loss=0.038, pair=24.016, adv=3.502, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 49/444 [00:08<01:08,  5.76it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.17it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  11%| | 50/444 [00:08<01:03,  6.17it/s, loss=0.036, pair=11.328, adv=3.470, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:09,  5.62it/s, loss=0.036, pair=11.328, adv=3.470, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 51/444 [00:08<01:09,  5.62it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  12%| | 52/444 [00:08<01:04,  6.05it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  12%| | 52/444 [00:09<01:04,  6.05it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:09,  5.61it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  12%| | 53/444 [00:09<01:09,  5.61it/s, loss=0.031, pair=21.938, adv=3.484, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:04,  6.04it/s, loss=0.031, pair=21.938, adv=3.484, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 54/444 [00:09<01:04,  6.04it/s, loss=0.045, pair=27.359, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:08,  5.71it/s, loss=0.045, pair=27.359, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 55/444 [00:09<01:08,  5.71it/s, loss=0.032, pair=55.438, adv=3.436, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.12it/s, loss=0.032, pair=55.438, adv=3.436, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 56/444 [00:09<01:03,  6.12it/s, loss=0.050, pair=11.016, adv=3.502, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.84it/s, loss=0.050, pair=11.016, adv=3.502, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 57/444 [00:09<01:06,  5.84it/s, loss=0.031, pair=19.750, adv=3.483, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 58/444 [00:09<01:02,  6.20it/s, loss=0.031, pair=19.750, adv=3.483, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 58/444 [00:10<01:02,  6.20it/s, loss=0.035, pair=26.266, adv=3.445, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:04,  6.01it/s, loss=0.035, pair=26.266, adv=3.445, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 59/444 [00:10<01:04,  6.01it/s, loss=0.034, pair=6.496, adv=3.514, sprd=0.000
Ep 010/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:00,  6.36it/s, loss=0.034, pair=6.496, adv=3.514, sprd=0.000
Ep 010/60 [S1:deg_only]:  14%|▏| 60/444 [00:10<01:00,  6.36it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:04,  5.91it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  14%|▏| 61/444 [00:10<01:04,  5.91it/s, loss=0.032, pair=43.000, adv=3.504, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.25it/s, loss=0.032, pair=43.000, adv=3.504, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 62/444 [00:10<01:01,  6.25it/s, loss=0.093, pair=25.469, adv=3.518, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:05,  5.78it/s, loss=0.093, pair=25.469, adv=3.518, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 63/444 [00:10<01:05,  5.78it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  14%|▏| 64/444 [00:10<01:01,  6.15it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  14%|▏| 64/444 [00:11<01:01,  6.15it/s, loss=0.149, pair=55.844, adv=3.491, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:05,  5.81it/s, loss=0.149, pair=55.844, adv=3.491, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 65/444 [00:11<01:05,  5.81it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.19it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  15%|▏| 66/444 [00:11<01:01,  6.19it/s, loss=0.031, pair=46.406, adv=3.498, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.81it/s, loss=0.031, pair=46.406, adv=3.498, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 67/444 [00:11<01:04,  5.81it/s, loss=0.063, pair=16.000, adv=3.462, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.20it/s, loss=0.063, pair=16.000, adv=3.462, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 68/444 [00:11<01:00,  6.20it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:03,  5.94it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  16%|▏| 69/444 [00:11<01:03,  5.94it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  16%|▏| 70/444 [00:11<00:59,  6.32it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  16%|▏| 70/444 [00:12<00:59,  6.32it/s, loss=0.042, pair=15.891, adv=3.481, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:02,  6.00it/s, loss=0.042, pair=15.891, adv=3.481, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 71/444 [00:12<01:02,  6.00it/s, loss=0.031, pair=22.328, adv=3.452, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:58,  6.35it/s, loss=0.031, pair=22.328, adv=3.452, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 72/444 [00:12<00:58,  6.35it/s, loss=0.034, pair=48.688, adv=3.456, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:02,  5.91it/s, loss=0.034, pair=48.688, adv=3.456, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 73/444 [00:12<01:02,  5.91it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 010/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.25it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 010/60 [S1:deg_only]:  17%|▏| 74/444 [00:12<00:59,  6.25it/s, loss=0.048, pair=32.500, adv=3.438, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:03,  5.85it/s, loss=0.048, pair=32.500, adv=3.438, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 75/444 [00:12<01:03,  5.85it/s, loss=0.038, pair=39.219, adv=3.451, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 76/444 [00:12<00:59,  6.20it/s, loss=0.038, pair=39.219, adv=3.451, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 76/444 [00:13<00:59,  6.20it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.90it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  17%|▏| 77/444 [00:13<01:02,  5.90it/s, loss=0.031, pair=17.078, adv=3.460, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.26it/s, loss=0.031, pair=17.078, adv=3.460, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 78/444 [00:13<00:58,  6.26it/s, loss=0.045, pair=6.480, adv=3.444, sprd=0.000
Ep 010/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.89it/s, loss=0.045, pair=6.480, adv=3.444, sprd=0.000
Ep 010/60 [S1:deg_only]:  18%|▏| 79/444 [00:13<01:01,  5.89it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.26it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  18%|▏| 80/444 [00:13<00:58,  6.26it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:03,  5.72it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  18%|▏| 81/444 [00:13<01:03,  5.72it/s, loss=0.033, pair=35.625, adv=3.460, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 82/444 [00:13<00:59,  6.09it/s, loss=0.033, pair=35.625, adv=3.460, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 82/444 [00:14<00:59,  6.09it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:03,  5.72it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  19%|▏| 83/444 [00:14<01:03,  5.72it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:58,  6.14it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  19%|▏| 84/444 [00:14<00:58,  6.14it/s, loss=0.034, pair=39.875, adv=3.452, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:03,  5.62it/s, loss=0.034, pair=39.875, adv=3.452, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 85/444 [00:14<01:03,  5.62it/s, loss=0.033, pair=38.375, adv=3.434, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:59,  6.05it/s, loss=0.033, pair=38.375, adv=3.434, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 86/444 [00:14<00:59,  6.05it/s, loss=0.040, pair=19.672, adv=3.469, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.82it/s, loss=0.040, pair=19.672, adv=3.469, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 87/444 [00:14<01:01,  5.82it/s, loss=0.030, pair=8.266, adv=3.494, sprd=0.000
Ep 010/60 [S1:deg_only]:  20%|▏| 88/444 [00:14<00:57,  6.18it/s, loss=0.030, pair=8.266, adv=3.494, sprd=0.000
Ep 010/60 [S1:deg_only]:  20%|▏| 88/444 [00:15<00:57,  6.18it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:00,  5.88it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  20%|▏| 89/444 [00:15<01:00,  5.88it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:56,  6.24it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  20%|▏| 90/444 [00:15<00:56,  6.24it/s, loss=0.038, pair=8.156, adv=3.502, sprd=0.001
Ep 010/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.83it/s, loss=0.038, pair=8.156, adv=3.502, sprd=0.001
Ep 010/60 [S1:deg_only]:  20%|▏| 91/444 [00:15<01:00,  5.83it/s, loss=0.031, pair=18.734, adv=3.523, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.19it/s, loss=0.031, pair=18.734, adv=3.523, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 92/444 [00:15<00:56,  6.19it/s, loss=0.085, pair=45.875, adv=3.442, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:00,  5.76it/s, loss=0.085, pair=45.875, adv=3.442, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 93/444 [00:15<01:00,  5.76it/s, loss=0.035, pair=22.266, adv=3.485, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 94/444 [00:15<00:57,  6.13it/s, loss=0.035, pair=22.266, adv=3.485, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 94/444 [00:16<00:57,  6.13it/s, loss=0.040, pair=18.812, adv=3.453, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:59,  5.83it/s, loss=0.040, pair=18.812, adv=3.453, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 95/444 [00:16<00:59,  5.83it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:55,  6.22it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  22%|▏| 96/444 [00:16<00:55,  6.22it/s, loss=0.152, pair=59.312, adv=3.474, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:00,  5.74it/s, loss=0.152, pair=59.312, adv=3.474, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 97/444 [00:16<01:00,  5.74it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.13it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001
Ep 010/60 [S1:deg_only]:  22%|▏| 98/444 [00:16<00:56,  6.13it/s, loss=0.150, pair=18.188, adv=3.445, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:59,  5.82it/s, loss=0.150, pair=18.188, adv=3.445, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 99/444 [00:16<00:59,  5.82it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.000
Ep 010/60 [S1:deg_only]:  23%|▏| 100/444 [00:16<00:55,  6.22it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 100/444 [00:17<00:55,  6.22it/s, loss=0.245, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=0.245, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=0.048, pair=63.281, adv=3.507, sprd=0.0
Ep 010/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:54,  6.26it/s, loss=0.048, pair=63.281, adv=3.507, sprd=0.0
Ep 010/60 [S1:deg_only]:  23%|▏| 102/444 [00:17<00:54,  6.26it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:58,  5.87it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 103/444 [00:17<00:58,  5.87it/s, loss=0.036, pair=47.000, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=0.036, pair=47.000, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=0.032, pair=4.820, adv=3.476, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.81it/s, loss=0.032, pair=4.820, adv=3.476, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 105/444 [00:17<00:58,  5.81it/s, loss=0.030, pair=63.625, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  24%|▏| 106/444 [00:17<00:54,  6.19it/s, loss=0.030, pair=63.625, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  24%|▏| 106/444 [00:18<00:54,  6.19it/s, loss=0.185, pair=15.766, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:59,  5.64it/s, loss=0.185, pair=15.766, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  24%|▏| 107/444 [00:18<00:59,  5.64it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:55,  6.06it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 108/444 [00:18<00:55,  6.06it/s, loss=0.032, pair=38.156, adv=3.526, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.84it/s, loss=0.032, pair=38.156, adv=3.526, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▏| 109/444 [00:18<00:57,  5.84it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.23it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 110/444 [00:18<00:53,  6.23it/s, loss=0.038, pair=47.938, adv=3.439, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:58,  5.71it/s, loss=0.038, pair=47.938, adv=3.439, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▎| 111/444 [00:18<00:58,  5.71it/s, loss=0.030, pair=18.953, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▎| 112/444 [00:18<00:54,  6.10it/s, loss=0.030, pair=18.953, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▎| 112/444 [00:19<00:54,  6.10it/s, loss=0.033, pair=18.484, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.84it/s, loss=0.033, pair=18.484, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  25%|▎| 113/444 [00:19<00:56,  5.84it/s, loss=0.033, pair=56.875, adv=3.498, sprd=0.0
Ep 010/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:52,  6.23it/s, loss=0.033, pair=56.875, adv=3.498, sprd=0.0
Ep 010/60 [S1:deg_only]:  26%|▎| 114/444 [00:19<00:52,  6.23it/s, loss=0.039, pair=38.281, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:57,  5.72it/s, loss=0.039, pair=38.281, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  26%|▎| 115/444 [00:19<00:57,  5.72it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:53,  6.13it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 116/444 [00:19<00:53,  6.13it/s, loss=0.040, pair=73.438, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.79it/s, loss=0.040, pair=73.438, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  26%|▎| 117/444 [00:19<00:56,  5.79it/s, loss=0.037, pair=52.906, adv=3.461, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 118/444 [00:19<00:52,  6.16it/s, loss=0.037, pair=52.906, adv=3.461, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 118/444 [00:20<00:52,  6.16it/s, loss=0.038, pair=14.414, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:55,  5.89it/s, loss=0.038, pair=14.414, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 119/444 [00:20<00:55,  5.89it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:51,  6.25it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 120/444 [00:20<00:51,  6.25it/s, loss=0.042, pair=24.031, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:54,  5.91it/s, loss=0.042, pair=24.031, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 121/444 [00:20<00:54,  5.91it/s, loss=0.032, pair=19.734, adv=3.494, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.27it/s, loss=0.032, pair=19.734, adv=3.494, sprd=0.0
Ep 010/60 [S1:deg_only]:  27%|▎| 122/444 [00:20<00:51,  6.27it/s, loss=0.158, pair=12.273, adv=3.503, sprd=0.0
Ep 010/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:54,  5.89it/s, loss=0.158, pair=12.273, adv=3.503, sprd=0.0
Ep 010/60 [S1:deg_only]:  28%|▎| 123/444 [00:20<00:54,  5.89it/s, loss=0.029, pair=16.812, adv=3.503, sprd=0.0
Ep 010/60 [S1:deg_only]:  28%|▎| 124/444 [00:20<00:51,  6.23it/s, loss=0.029, pair=16.812, adv=3.503, sprd=0.0
Ep 010/60 [S1:deg_only]:  28%|▎| 124/444 [00:21<00:51,  6.23it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:54,  5.86it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 125/444 [00:21<00:54,  5.86it/s, loss=0.033, pair=20.672, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:50,  6.24it/s, loss=0.033, pair=20.672, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  28%|▎| 126/444 [00:21<00:50,  6.24it/s, loss=0.046, pair=18.922, adv=3.497, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:53,  5.88it/s, loss=0.046, pair=18.922, adv=3.497, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 127/444 [00:21<00:53,  5.88it/s, loss=0.037, pair=53.000, adv=3.435, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.24it/s, loss=0.037, pair=53.000, adv=3.435, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 128/444 [00:21<00:50,  6.24it/s, loss=0.044, pair=23.234, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.78it/s, loss=0.044, pair=23.234, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 129/444 [00:21<00:54,  5.78it/s, loss=0.035, pair=32.438, adv=3.489, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 130/444 [00:21<00:51,  6.16it/s, loss=0.035, pair=32.438, adv=3.489, sprd=0.0
Ep 010/60 [S1:deg_only]:  29%|▎| 130/444 [00:22<00:51,  6.16it/s, loss=0.045, pair=13.719, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:53,  5.87it/s, loss=0.045, pair=13.719, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 131/444 [00:22<00:53,  5.87it/s, loss=0.029, pair=10.562, adv=3.465, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.23it/s, loss=0.029, pair=10.562, adv=3.465, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 132/444 [00:22<00:50,  6.23it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:52,  5.90it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 133/444 [00:22<00:52,  5.90it/s, loss=0.033, pair=38.562, adv=3.464, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:49,  6.25it/s, loss=0.033, pair=38.562, adv=3.464, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 134/444 [00:22<00:49,  6.25it/s, loss=0.042, pair=29.438, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:52,  5.89it/s, loss=0.042, pair=29.438, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 135/444 [00:22<00:52,  5.89it/s, loss=0.040, pair=22.812, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 136/444 [00:22<00:49,  6.27it/s, loss=0.040, pair=22.812, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 136/444 [00:23<00:49,  6.27it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:51,  5.98it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  31%|▎| 137/444 [00:23<00:51,  5.98it/s, loss=0.031, pair=47.750, adv=3.446, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.31it/s, loss=0.031, pair=47.750, adv=3.446, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 138/444 [00:23<00:48,  6.31it/s, loss=0.043, pair=12.703, adv=3.487, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:51,  5.93it/s, loss=0.043, pair=12.703, adv=3.487, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 139/444 [00:23<00:51,  5.93it/s, loss=0.032, pair=5.516, adv=3.510, sprd=0.00
Ep 010/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:48,  6.28it/s, loss=0.032, pair=5.516, adv=3.510, sprd=0.00
Ep 010/60 [S1:deg_only]:  32%|▎| 140/444 [00:23<00:48,  6.28it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:51,  5.83it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  32%|▎| 141/444 [00:23<00:51,  5.83it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  32%|▎| 142/444 [00:23<00:48,  6.20it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  32%|▎| 142/444 [00:24<00:48,  6.20it/s, loss=0.039, pair=12.828, adv=3.484, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:51,  5.82it/s, loss=0.039, pair=12.828, adv=3.484, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 143/444 [00:24<00:51,  5.82it/s, loss=0.031, pair=41.844, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:48,  6.19it/s, loss=0.031, pair=41.844, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 144/444 [00:24<00:48,  6.19it/s, loss=0.281, pair=14.922, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.82it/s, loss=0.281, pair=14.922, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 145/444 [00:24<00:51,  5.82it/s, loss=0.029, pair=31.906, adv=3.452, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.20it/s, loss=0.029, pair=31.906, adv=3.452, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 146/444 [00:24<00:48,  6.20it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:50,  5.89it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  33%|▎| 147/444 [00:24<00:50,  5.89it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  33%|▎| 148/444 [00:24<00:47,  6.27it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  33%|▎| 148/444 [00:25<00:47,  6.27it/s, loss=0.040, pair=6.012, adv=3.500, sprd=0.00
Ep 010/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:49,  5.98it/s, loss=0.040, pair=6.012, adv=3.500, sprd=0.00
Ep 010/60 [S1:deg_only]:  34%|▎| 149/444 [00:25<00:49,  5.98it/s, loss=0.031, pair=33.812, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:46,  6.30it/s, loss=0.031, pair=33.812, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 150/444 [00:25<00:46,  6.30it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:51,  5.69it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  34%|▎| 151/444 [00:25<00:51,  5.69it/s, loss=0.032, pair=6.879, adv=3.476, sprd=0.00
Ep 010/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.09it/s, loss=0.032, pair=6.879, adv=3.476, sprd=0.00
Ep 010/60 [S1:deg_only]:  34%|▎| 152/444 [00:25<00:47,  6.09it/s, loss=0.040, pair=22.734, adv=3.492, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.75it/s, loss=0.040, pair=22.734, adv=3.492, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 153/444 [00:25<00:50,  5.75it/s, loss=0.033, pair=31.891, adv=3.467, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 154/444 [00:25<00:47,  6.14it/s, loss=0.033, pair=31.891, adv=3.467, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 154/444 [00:26<00:47,  6.14it/s, loss=0.043, pair=17.172, adv=3.451, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:50,  5.73it/s, loss=0.043, pair=17.172, adv=3.451, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 155/444 [00:26<00:50,  5.73it/s, loss=0.053, pair=14.828, adv=3.480, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.10it/s, loss=0.053, pair=14.828, adv=3.480, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 156/444 [00:26<00:47,  6.10it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.76it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  35%|▎| 157/444 [00:26<00:49,  5.76it/s, loss=0.033, pair=40.312, adv=3.508, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.15it/s, loss=0.033, pair=40.312, adv=3.508, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 158/444 [00:26<00:46,  6.15it/s, loss=0.036, pair=26.719, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:48,  5.92it/s, loss=0.036, pair=26.719, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 159/444 [00:26<00:48,  5.92it/s, loss=0.030, pair=56.562, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 160/444 [00:26<00:45,  6.26it/s, loss=0.030, pair=56.562, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 160/444 [00:27<00:45,  6.26it/s, loss=0.036, pair=18.875, adv=3.496, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:48,  5.88it/s, loss=0.036, pair=18.875, adv=3.496, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 161/444 [00:27<00:48,  5.88it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.24it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  36%|▎| 162/444 [00:27<00:45,  6.24it/s, loss=0.037, pair=11.391, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.74it/s, loss=0.037, pair=11.391, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 163/444 [00:27<00:48,  5.74it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.13it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  37%|▎| 164/444 [00:27<00:45,  6.13it/s, loss=0.049, pair=17.984, adv=3.453, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.81it/s, loss=0.049, pair=17.984, adv=3.453, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 165/444 [00:27<00:47,  5.81it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  37%|▎| 166/444 [00:27<00:44,  6.18it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  37%|▎| 166/444 [00:28<00:44,  6.18it/s, loss=0.104, pair=7.523, adv=3.447, sprd=0.00
Ep 010/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:46,  5.95it/s, loss=0.104, pair=7.523, adv=3.447, sprd=0.00
Ep 010/60 [S1:deg_only]:  38%|▍| 167/444 [00:28<00:46,  5.95it/s, loss=0.030, pair=10.844, adv=3.525, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.27it/s, loss=0.030, pair=10.844, adv=3.525, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 168/444 [00:28<00:44,  6.27it/s, loss=0.047, pair=29.578, adv=3.455, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.84it/s, loss=0.047, pair=29.578, adv=3.455, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 169/444 [00:28<00:47,  5.84it/s, loss=0.044, pair=8.312, adv=3.480, sprd=0.00
Ep 010/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.21it/s, loss=0.044, pair=8.312, adv=3.480, sprd=0.00
Ep 010/60 [S1:deg_only]:  38%|▍| 170/444 [00:28<00:44,  6.21it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:45,  5.99it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  39%|▍| 171/444 [00:28<00:45,  5.99it/s, loss=0.032, pair=19.672, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 172/444 [00:28<00:43,  6.31it/s, loss=0.032, pair=19.672, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 172/444 [00:29<00:43,  6.31it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.78it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  39%|▍| 173/444 [00:29<00:46,  5.78it/s, loss=0.029, pair=31.719, adv=3.462, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.15it/s, loss=0.029, pair=31.719, adv=3.462, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 174/444 [00:29<00:43,  6.15it/s, loss=0.033, pair=64.125, adv=3.458, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:45,  5.86it/s, loss=0.033, pair=64.125, adv=3.458, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 175/444 [00:29<00:45,  5.86it/s, loss=0.040, pair=26.297, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.22it/s, loss=0.040, pair=26.297, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 176/444 [00:29<00:43,  6.22it/s, loss=0.338, pair=7.148, adv=3.511, sprd=0.00
Ep 010/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:44,  5.95it/s, loss=0.338, pair=7.148, adv=3.511, sprd=0.00
Ep 010/60 [S1:deg_only]:  40%|▍| 177/444 [00:29<00:44,  5.95it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  40%|▍| 178/444 [00:29<00:42,  6.31it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  40%|▍| 178/444 [00:30<00:42,  6.31it/s, loss=0.126, pair=25.344, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:44,  5.99it/s, loss=0.126, pair=25.344, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 179/444 [00:30<00:44,  5.99it/s, loss=0.034, pair=11.375, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:41,  6.30it/s, loss=0.034, pair=11.375, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 180/444 [00:30<00:41,  6.30it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:43,  5.99it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  41%|▍| 181/444 [00:30<00:43,  5.99it/s, loss=0.033, pair=46.219, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.34it/s, loss=0.033, pair=46.219, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 182/444 [00:30<00:41,  6.34it/s, loss=0.050, pair=65.562, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.92it/s, loss=0.050, pair=65.562, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 183/444 [00:30<00:44,  5.92it/s, loss=0.033, pair=25.578, adv=3.461, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 184/444 [00:30<00:41,  6.28it/s, loss=0.033, pair=25.578, adv=3.461, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 184/444 [00:31<00:41,  6.28it/s, loss=0.031, pair=4.262, adv=3.423, sprd=0.00
Ep 010/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.88it/s, loss=0.031, pair=4.262, adv=3.423, sprd=0.00
Ep 010/60 [S1:deg_only]:  42%|▍| 185/444 [00:31<00:44,  5.88it/s, loss=0.028, pair=5.645, adv=3.474, sprd=0.00
Ep 010/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.24it/s, loss=0.028, pair=5.645, adv=3.474, sprd=0.00
Ep 010/60 [S1:deg_only]:  42%|▍| 186/444 [00:31<00:41,  6.24it/s, loss=0.148, pair=29.641, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.87it/s, loss=0.148, pair=29.641, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 187/444 [00:31<00:43,  5.87it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:41,  6.22it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  42%|▍| 188/444 [00:31<00:41,  6.22it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:43,  5.80it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  43%|▍| 189/444 [00:31<00:43,  5.80it/s, loss=0.035, pair=33.938, adv=3.499, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 190/444 [00:31<00:41,  6.17it/s, loss=0.035, pair=33.938, adv=3.499, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 190/444 [00:32<00:41,  6.17it/s, loss=0.043, pair=4.887, adv=3.448, sprd=0.00
Ep 010/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:44,  5.75it/s, loss=0.043, pair=4.887, adv=3.448, sprd=0.00
Ep 010/60 [S1:deg_only]:  43%|▍| 191/444 [00:32<00:44,  5.75it/s, loss=0.031, pair=0.888, adv=3.458, sprd=0.00
Ep 010/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:41,  6.12it/s, loss=0.031, pair=0.888, adv=3.458, sprd=0.00
Ep 010/60 [S1:deg_only]:  43%|▍| 192/444 [00:32<00:41,  6.12it/s, loss=0.147, pair=11.781, adv=3.519, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:43,  5.74it/s, loss=0.147, pair=11.781, adv=3.519, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 193/444 [00:32<00:43,  5.74it/s, loss=0.032, pair=10.094, adv=3.450, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:40,  6.11it/s, loss=0.032, pair=10.094, adv=3.450, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 194/444 [00:32<00:40,  6.11it/s, loss=0.042, pair=45.844, adv=3.524, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:43,  5.78it/s, loss=0.042, pair=45.844, adv=3.524, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 195/444 [00:32<00:43,  5.78it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  44%|▍| 196/444 [00:32<00:40,  6.14it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  44%|▍| 196/444 [00:33<00:40,  6.14it/s, loss=0.035, pair=9.859, adv=3.475, sprd=0.00
Ep 010/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:42,  5.88it/s, loss=0.035, pair=9.859, adv=3.475, sprd=0.00
Ep 010/60 [S1:deg_only]:  44%|▍| 197/444 [00:33<00:42,  5.88it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.21it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  45%|▍| 198/444 [00:33<00:39,  6.21it/s, loss=0.049, pair=10.328, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:43,  5.68it/s, loss=0.049, pair=10.328, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 199/444 [00:33<00:43,  5.68it/s, loss=0.031, pair=18.406, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:40,  6.06it/s, loss=0.031, pair=18.406, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 200/444 [00:33<00:40,  6.06it/s, loss=0.158, pair=10.797, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:43,  5.54it/s, loss=0.158, pair=10.797, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 201/444 [00:33<00:43,  5.54it/s, loss=0.043, pair=33.438, adv=3.508, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 202/444 [00:33<00:40,  5.99it/s, loss=0.043, pair=33.438, adv=3.508, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 202/444 [00:34<00:40,  5.99it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:42,  5.73it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 203/444 [00:34<00:42,  5.73it/s, loss=0.030, pair=7.441, adv=3.474, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:39,  6.14it/s, loss=0.030, pair=7.441, adv=3.474, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 204/444 [00:34<00:39,  6.14it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.75it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 205/444 [00:34<00:41,  5.75it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:38,  6.17it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  46%|▍| 206/444 [00:34<00:38,  6.17it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:40,  5.88it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  47%|▍| 207/444 [00:34<00:40,  5.88it/s, loss=0.033, pair=23.547, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 208/444 [00:34<00:37,  6.26it/s, loss=0.033, pair=23.547, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 208/444 [00:35<00:37,  6.26it/s, loss=0.036, pair=28.672, adv=3.497, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:39,  5.90it/s, loss=0.036, pair=28.672, adv=3.497, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 209/444 [00:35<00:39,  5.90it/s, loss=0.035, pair=19.047, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:37,  6.28it/s, loss=0.035, pair=19.047, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 210/444 [00:35<00:37,  6.28it/s, loss=0.119, pair=33.188, adv=3.474, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:38,  5.98it/s, loss=0.119, pair=33.188, adv=3.474, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 211/444 [00:35<00:38,  5.98it/s, loss=0.031, pair=68.188, adv=3.518, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:36,  6.34it/s, loss=0.031, pair=68.188, adv=3.518, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 212/444 [00:35<00:36,  6.34it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.90it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  48%|▍| 213/444 [00:35<00:39,  5.90it/s, loss=0.029, pair=13.117, adv=3.481, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 214/444 [00:35<00:36,  6.27it/s, loss=0.029, pair=13.117, adv=3.481, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 214/444 [00:36<00:36,  6.27it/s, loss=0.030, pair=6.996, adv=3.547, sprd=0.00
Ep 010/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:38,  6.03it/s, loss=0.030, pair=6.996, adv=3.547, sprd=0.00
Ep 010/60 [S1:deg_only]:  48%|▍| 215/444 [00:36<00:38,  6.03it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:35,  6.38it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  49%|▍| 216/444 [00:36<00:35,  6.38it/s, loss=0.151, pair=21.516, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:37,  6.09it/s, loss=0.151, pair=21.516, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 217/444 [00:36<00:37,  6.09it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:35,  6.42it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  49%|▍| 218/444 [00:36<00:35,  6.42it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:38,  5.89it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  49%|▍| 219/444 [00:36<00:38,  5.89it/s, loss=0.032, pair=23.469, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 220/444 [00:36<00:35,  6.27it/s, loss=0.032, pair=23.469, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 220/444 [00:37<00:35,  6.27it/s, loss=0.037, pair=35.812, adv=3.459, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.80it/s, loss=0.037, pair=35.812, adv=3.459, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 221/444 [00:37<00:38,  5.80it/s, loss=0.033, pair=27.812, adv=3.458, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.19it/s, loss=0.033, pair=27.812, adv=3.458, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 222/444 [00:37<00:35,  6.19it/s, loss=0.031, pair=46.125, adv=3.462, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:38,  5.79it/s, loss=0.031, pair=46.125, adv=3.462, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 223/444 [00:37<00:38,  5.79it/s, loss=0.030, pair=29.922, adv=3.467, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.18it/s, loss=0.030, pair=29.922, adv=3.467, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 224/444 [00:37<00:35,  6.18it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:38,  5.69it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  51%|▌| 225/444 [00:37<00:38,  5.69it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  51%|▌| 226/444 [00:37<00:35,  6.10it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  51%|▌| 226/444 [00:38<00:35,  6.10it/s, loss=0.150, pair=19.625, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:36,  5.88it/s, loss=0.150, pair=19.625, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 227/444 [00:38<00:36,  5.88it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.26it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  51%|▌| 228/444 [00:38<00:34,  6.26it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:36,  5.97it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  52%|▌| 229/444 [00:38<00:36,  5.97it/s, loss=0.031, pair=32.094, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:33,  6.30it/s, loss=0.031, pair=32.094, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 230/444 [00:38<00:33,  6.30it/s, loss=0.114, pair=25.891, adv=3.463, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:37,  5.70it/s, loss=0.114, pair=25.891, adv=3.463, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 231/444 [00:38<00:37,  5.70it/s, loss=0.043, pair=26.000, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 232/444 [00:38<00:34,  6.10it/s, loss=0.043, pair=26.000, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 232/444 [00:39<00:34,  6.10it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:36,  5.74it/s, loss=0.044, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  52%|▌| 233/444 [00:39<00:36,  5.74it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:34,  6.15it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  53%|▌| 234/444 [00:39<00:34,  6.15it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:37,  5.60it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  53%|▌| 235/444 [00:39<00:37,  5.60it/s, loss=0.032, pair=63.094, adv=3.465, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:34,  6.03it/s, loss=0.032, pair=63.094, adv=3.465, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 236/444 [00:39<00:34,  6.03it/s, loss=0.043, pair=17.703, adv=3.454, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:36,  5.60it/s, loss=0.043, pair=17.703, adv=3.454, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 237/444 [00:39<00:36,  5.60it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  54%|▌| 238/444 [00:39<00:34,  6.01it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  54%|▌| 238/444 [00:40<00:34,  6.01it/s, loss=0.036, pair=11.828, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:36,  5.63it/s, loss=0.036, pair=11.828, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 239/444 [00:40<00:36,  5.63it/s, loss=0.030, pair=13.078, adv=3.463, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:33,  6.03it/s, loss=0.030, pair=13.078, adv=3.463, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 240/444 [00:40<00:33,  6.03it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:36,  5.60it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  54%|▌| 241/444 [00:40<00:36,  5.60it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:33,  6.04it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  55%|▌| 242/444 [00:40<00:33,  6.04it/s, loss=0.244, pair=33.625, adv=3.460, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:36,  5.50it/s, loss=0.244, pair=33.625, adv=3.460, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 243/444 [00:40<00:36,  5.50it/s, loss=0.029, pair=37.219, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 244/444 [00:40<00:33,  5.93it/s, loss=0.029, pair=37.219, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 244/444 [00:41<00:33,  5.93it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:35,  5.65it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  55%|▌| 245/444 [00:41<00:35,  5.65it/s, loss=0.037, pair=12.766, adv=3.489, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.05it/s, loss=0.037, pair=12.766, adv=3.489, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 246/444 [00:41<00:32,  6.05it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.74it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  56%|▌| 247/444 [00:41<00:34,  5.74it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.12it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  56%|▌| 248/444 [00:41<00:32,  6.12it/s, loss=0.038, pair=39.031, adv=3.508, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:33,  5.74it/s, loss=0.038, pair=39.031, adv=3.508, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 249/444 [00:41<00:33,  5.74it/s, loss=0.031, pair=19.000, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 250/444 [00:41<00:31,  6.13it/s, loss=0.031, pair=19.000, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 250/444 [00:42<00:31,  6.13it/s, loss=0.033, pair=33.250, adv=3.441, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.68it/s, loss=0.033, pair=33.250, adv=3.441, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 251/444 [00:42<00:33,  5.68it/s, loss=0.031, pair=2.105, adv=3.457, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.09it/s, loss=0.031, pair=2.105, adv=3.457, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 252/444 [00:42<00:31,  6.09it/s, loss=0.036, pair=9.562, adv=3.461, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:33,  5.71it/s, loss=0.036, pair=9.562, adv=3.461, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 253/444 [00:42<00:33,  5.71it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.14it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 254/444 [00:42<00:30,  6.14it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.82it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  57%|▌| 255/444 [00:42<00:32,  5.82it/s, loss=0.034, pair=20.875, adv=3.519, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 256/444 [00:42<00:30,  6.19it/s, loss=0.034, pair=20.875, adv=3.519, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 256/444 [00:43<00:30,  6.19it/s, loss=0.035, pair=25.281, adv=3.439, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:32,  5.71it/s, loss=0.035, pair=25.281, adv=3.439, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 257/444 [00:43<00:32,  5.71it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.13it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  58%|▌| 258/444 [00:43<00:30,  6.13it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.78it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  58%|▌| 259/444 [00:43<00:31,  5.78it/s, loss=0.037, pair=42.375, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:29,  6.18it/s, loss=0.037, pair=42.375, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 260/444 [00:43<00:29,  6.18it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.80it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  59%|▌| 261/444 [00:43<00:31,  5.80it/s, loss=0.028, pair=56.250, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 262/444 [00:43<00:29,  6.19it/s, loss=0.028, pair=56.250, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 262/444 [00:44<00:29,  6.19it/s, loss=0.047, pair=26.359, adv=3.444, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.82it/s, loss=0.047, pair=26.359, adv=3.444, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 263/444 [00:44<00:31,  5.82it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:28,  6.22it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  59%|▌| 264/444 [00:44<00:28,  6.22it/s, loss=0.045, pair=24.016, adv=3.523, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.78it/s, loss=0.045, pair=24.016, adv=3.523, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 265/444 [00:44<00:30,  5.78it/s, loss=0.031, pair=43.125, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:28,  6.18it/s, loss=0.031, pair=43.125, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 266/444 [00:44<00:28,  6.18it/s, loss=0.077, pair=29.000, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:30,  5.88it/s, loss=0.077, pair=29.000, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 267/444 [00:44<00:30,  5.88it/s, loss=0.039, pair=18.141, adv=3.427, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 268/444 [00:44<00:28,  6.25it/s, loss=0.039, pair=18.141, adv=3.427, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 268/444 [00:45<00:28,  6.25it/s, loss=0.053, pair=23.359, adv=3.506, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:29,  5.93it/s, loss=0.053, pair=23.359, adv=3.506, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 269/444 [00:45<00:29,  5.93it/s, loss=0.031, pair=49.812, adv=3.461, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.29it/s, loss=0.031, pair=49.812, adv=3.461, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 270/444 [00:45<00:27,  6.29it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:29,  5.84it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  61%|▌| 271/444 [00:45<00:29,  5.84it/s, loss=0.033, pair=23.516, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:27,  6.21it/s, loss=0.033, pair=23.516, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 272/444 [00:45<00:27,  6.21it/s, loss=0.155, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:29,  5.88it/s, loss=0.155, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  61%|▌| 273/444 [00:45<00:29,  5.88it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  62%|▌| 274/444 [00:45<00:27,  6.27it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  62%|▌| 274/444 [00:46<00:27,  6.27it/s, loss=0.037, pair=26.328, adv=3.521, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:28,  5.98it/s, loss=0.037, pair=26.328, adv=3.521, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 275/444 [00:46<00:28,  5.98it/s, loss=0.030, pair=39.062, adv=3.474, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:26,  6.32it/s, loss=0.030, pair=39.062, adv=3.474, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 276/444 [00:46<00:26,  6.32it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.85it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  62%|▌| 277/444 [00:46<00:28,  5.85it/s, loss=0.046, pair=27.062, adv=3.518, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.21it/s, loss=0.046, pair=27.062, adv=3.518, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 278/444 [00:46<00:26,  6.21it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:27,  5.99it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  63%|▋| 279/444 [00:46<00:27,  5.99it/s, loss=0.029, pair=12.953, adv=3.526, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 280/444 [00:46<00:25,  6.35it/s, loss=0.029, pair=12.953, adv=3.526, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 280/444 [00:47<00:25,  6.35it/s, loss=0.648, pair=44.750, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:27,  5.84it/s, loss=0.648, pair=44.750, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 281/444 [00:47<00:27,  5.84it/s, loss=0.035, pair=10.016, adv=3.487, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.23it/s, loss=0.035, pair=10.016, adv=3.487, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 282/444 [00:47<00:26,  6.23it/s, loss=0.066, pair=25.234, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.86it/s, loss=0.066, pair=25.234, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 283/444 [00:47<00:27,  5.86it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.23it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  64%|▋| 284/444 [00:47<00:25,  6.23it/s, loss=0.035, pair=0.450, adv=3.491, sprd=0.00
Ep 010/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.80it/s, loss=0.035, pair=0.450, adv=3.491, sprd=0.00
Ep 010/60 [S1:deg_only]:  64%|▋| 285/444 [00:47<00:27,  5.80it/s, loss=0.030, pair=26.781, adv=3.500, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 286/444 [00:47<00:25,  6.17it/s, loss=0.030, pair=26.781, adv=3.500, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 286/444 [00:48<00:25,  6.17it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:26,  5.85it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  65%|▋| 287/444 [00:48<00:26,  5.85it/s, loss=0.028, pair=6.574, adv=3.464, sprd=0.00
Ep 010/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.21it/s, loss=0.028, pair=6.574, adv=3.464, sprd=0.00
Ep 010/60 [S1:deg_only]:  65%|▋| 288/444 [00:48<00:25,  6.21it/s, loss=0.038, pair=29.844, adv=3.506, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.80it/s, loss=0.038, pair=29.844, adv=3.506, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 289/444 [00:48<00:26,  5.80it/s, loss=0.031, pair=0.763, adv=3.453, sprd=0.00
Ep 010/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:24,  6.19it/s, loss=0.031, pair=0.763, adv=3.453, sprd=0.00
Ep 010/60 [S1:deg_only]:  65%|▋| 290/444 [00:48<00:24,  6.19it/s, loss=0.043, pair=23.703, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:27,  5.62it/s, loss=0.043, pair=23.703, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 291/444 [00:48<00:27,  5.62it/s, loss=0.038, pair=12.023, adv=3.493, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 292/444 [00:48<00:25,  6.05it/s, loss=0.038, pair=12.023, adv=3.493, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 292/444 [00:49<00:25,  6.05it/s, loss=0.032, pair=49.125, adv=3.491, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.86it/s, loss=0.032, pair=49.125, adv=3.491, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 293/444 [00:49<00:25,  5.86it/s, loss=0.028, pair=30.469, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.23it/s, loss=0.028, pair=30.469, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 294/444 [00:49<00:24,  6.23it/s, loss=0.160, pair=4.137, adv=3.472, sprd=0.00
Ep 010/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.88it/s, loss=0.160, pair=4.137, adv=3.472, sprd=0.00
Ep 010/60 [S1:deg_only]:  66%|▋| 295/444 [00:49<00:25,  5.88it/s, loss=0.036, pair=11.578, adv=3.515, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:23,  6.26it/s, loss=0.036, pair=11.578, adv=3.515, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 296/444 [00:49<00:23,  6.26it/s, loss=0.044, pair=64.625, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.84it/s, loss=0.044, pair=64.625, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 297/444 [00:49<00:25,  5.84it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  67%|▋| 298/444 [00:49<00:23,  6.24it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  67%|▋| 298/444 [00:50<00:23,  6.24it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.87it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  67%|▋| 299/444 [00:50<00:24,  5.87it/s, loss=0.030, pair=21.000, adv=3.500, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.25it/s, loss=0.030, pair=21.000, adv=3.500, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 300/444 [00:50<00:23,  6.25it/s, loss=0.155, pair=11.008, adv=3.517, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:23,  6.02it/s, loss=0.155, pair=11.008, adv=3.517, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 301/444 [00:50<00:23,  6.02it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:22,  6.38it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  68%|▋| 302/444 [00:50<00:22,  6.38it/s, loss=0.037, pair=6.074, adv=3.484, sprd=0.00
Ep 010/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:24,  5.82it/s, loss=0.037, pair=6.074, adv=3.484, sprd=0.00
Ep 010/60 [S1:deg_only]:  68%|▋| 303/444 [00:50<00:24,  5.82it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  68%|▋| 304/444 [00:50<00:22,  6.22it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  68%|▋| 304/444 [00:51<00:22,  6.22it/s, loss=0.036, pair=13.391, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:23,  5.92it/s, loss=0.036, pair=13.391, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 305/444 [00:51<00:23,  5.92it/s, loss=0.030, pair=19.016, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:21,  6.28it/s, loss=0.030, pair=19.016, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 306/444 [00:51<00:21,  6.28it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:22,  6.03it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  69%|▋| 307/444 [00:51<00:22,  6.03it/s, loss=0.025, pair=40.625, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:21,  6.36it/s, loss=0.025, pair=40.625, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 308/444 [00:51<00:21,  6.36it/s, loss=0.079, pair=23.641, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:22,  5.98it/s, loss=0.079, pair=23.641, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 309/444 [00:51<00:22,  5.98it/s, loss=0.035, pair=18.438, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 310/444 [00:51<00:21,  6.34it/s, loss=0.035, pair=18.438, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 310/444 [00:52<00:21,  6.34it/s, loss=0.043, pair=29.656, adv=3.446, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.93it/s, loss=0.043, pair=29.656, adv=3.446, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 311/444 [00:52<00:22,  5.93it/s, loss=0.028, pair=13.398, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.28it/s, loss=0.028, pair=13.398, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 312/444 [00:52<00:21,  6.28it/s, loss=0.033, pair=24.781, adv=3.487, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:22,  5.87it/s, loss=0.033, pair=24.781, adv=3.487, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 313/444 [00:52<00:22,  5.87it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.27it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  71%|▋| 314/444 [00:52<00:20,  6.27it/s, loss=0.049, pair=60.000, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:22,  5.83it/s, loss=0.049, pair=60.000, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 315/444 [00:52<00:22,  5.83it/s, loss=0.036, pair=59.906, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 316/444 [00:52<00:20,  6.21it/s, loss=0.036, pair=59.906, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 316/444 [00:53<00:20,  6.21it/s, loss=0.034, pair=32.938, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.75it/s, loss=0.034, pair=32.938, adv=3.475, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 317/444 [00:53<00:22,  5.75it/s, loss=0.030, pair=33.812, adv=3.480, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.16it/s, loss=0.030, pair=33.812, adv=3.480, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 318/444 [00:53<00:20,  6.16it/s, loss=0.038, pair=3.574, adv=3.471, sprd=0.00
Ep 010/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:20,  5.97it/s, loss=0.038, pair=3.574, adv=3.471, sprd=0.00
Ep 010/60 [S1:deg_only]:  72%|▋| 319/444 [00:53<00:20,  5.97it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:19,  6.34it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  72%|▋| 320/444 [00:53<00:19,  6.34it/s, loss=0.032, pair=13.750, adv=3.453, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:20,  5.94it/s, loss=0.032, pair=13.750, adv=3.453, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 321/444 [00:53<00:20,  5.94it/s, loss=0.031, pair=8.859, adv=3.445, sprd=0.00
Ep 010/60 [S1:deg_only]:  73%|▋| 322/444 [00:53<00:19,  6.32it/s, loss=0.031, pair=8.859, adv=3.445, sprd=0.00
Ep 010/60 [S1:deg_only]:  73%|▋| 322/444 [00:53<00:19,  6.32it/s, loss=0.038, pair=30.328, adv=3.450, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 323/444 [00:53<00:20,  5.94it/s, loss=0.038, pair=30.328, adv=3.450, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 323/444 [00:54<00:20,  5.94it/s, loss=0.033, pair=17.453, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.30it/s, loss=0.033, pair=17.453, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 324/444 [00:54<00:19,  6.30it/s, loss=0.029, pair=4.637, adv=3.457, sprd=0.00
Ep 010/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.92it/s, loss=0.029, pair=4.637, adv=3.457, sprd=0.00
Ep 010/60 [S1:deg_only]:  73%|▋| 325/444 [00:54<00:20,  5.92it/s, loss=0.028, pair=39.531, adv=3.436, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:18,  6.30it/s, loss=0.028, pair=39.531, adv=3.436, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 326/444 [00:54<00:18,  6.30it/s, loss=0.030, pair=14.656, adv=3.518, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:19,  6.03it/s, loss=0.030, pair=14.656, adv=3.518, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 327/444 [00:54<00:19,  6.03it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  74%|▋| 328/444 [00:54<00:18,  6.39it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  74%|▋| 328/444 [00:54<00:18,  6.39it/s, loss=0.031, pair=0.794, adv=3.440, sprd=0.00
Ep 010/60 [S1:deg_only]:  74%|▋| 329/444 [00:54<00:19,  5.96it/s, loss=0.031, pair=0.794, adv=3.440, sprd=0.00
Ep 010/60 [S1:deg_only]:  74%|▋| 329/444 [00:55<00:19,  5.96it/s, loss=0.031, pair=46.500, adv=3.524, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.31it/s, loss=0.031, pair=46.500, adv=3.524, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 330/444 [00:55<00:18,  6.31it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.82it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  75%|▋| 331/444 [00:55<00:19,  5.82it/s, loss=0.029, pair=55.719, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:18,  6.22it/s, loss=0.029, pair=55.719, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▋| 332/444 [00:55<00:18,  6.22it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:19,  5.79it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  75%|▊| 333/444 [00:55<00:19,  5.79it/s, loss=0.029, pair=17.156, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 334/444 [00:55<00:17,  6.17it/s, loss=0.029, pair=17.156, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 334/444 [00:55<00:17,  6.17it/s, loss=0.034, pair=2.043, adv=3.446, sprd=0.00
Ep 010/60 [S1:deg_only]:  75%|▊| 335/444 [00:55<00:18,  5.77it/s, loss=0.034, pair=2.043, adv=3.446, sprd=0.00
Ep 010/60 [S1:deg_only]:  75%|▊| 335/444 [00:56<00:18,  5.77it/s, loss=0.030, pair=16.875, adv=3.474, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.16it/s, loss=0.030, pair=16.875, adv=3.474, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 336/444 [00:56<00:17,  6.16it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:18,  5.92it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  76%|▊| 337/444 [00:56<00:18,  5.92it/s, loss=0.032, pair=37.969, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:16,  6.28it/s, loss=0.032, pair=37.969, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 338/444 [00:56<00:16,  6.28it/s, loss=0.148, pair=48.062, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:17,  5.94it/s, loss=0.148, pair=48.062, adv=3.479, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 339/444 [00:56<00:17,  5.94it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  77%|▊| 340/444 [00:56<00:16,  6.31it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  77%|▊| 340/444 [00:56<00:16,  6.31it/s, loss=0.036, pair=35.625, adv=3.498, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 341/444 [00:56<00:17,  5.96it/s, loss=0.036, pair=35.625, adv=3.498, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 341/444 [00:57<00:17,  5.96it/s, loss=0.032, pair=20.047, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.29it/s, loss=0.032, pair=20.047, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 342/444 [00:57<00:16,  6.29it/s, loss=0.151, pair=31.828, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:16,  6.03it/s, loss=0.151, pair=31.828, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 343/444 [00:57<00:16,  6.03it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:15,  6.39it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  77%|▊| 344/444 [00:57<00:15,  6.39it/s, loss=0.062, pair=0.419, adv=3.435, sprd=0.00
Ep 010/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:16,  5.95it/s, loss=0.062, pair=0.419, adv=3.435, sprd=0.00
Ep 010/60 [S1:deg_only]:  78%|▊| 345/444 [00:57<00:16,  5.95it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  78%|▊| 346/444 [00:57<00:15,  6.32it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  78%|▊| 346/444 [00:57<00:15,  6.32it/s, loss=0.034, pair=43.250, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 347/444 [00:57<00:16,  5.99it/s, loss=0.034, pair=43.250, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 347/444 [00:58<00:16,  5.99it/s, loss=0.026, pair=12.555, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.35it/s, loss=0.026, pair=12.555, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 348/444 [00:58<00:15,  6.35it/s, loss=0.067, pair=19.859, adv=3.453, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.90it/s, loss=0.067, pair=19.859, adv=3.453, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 349/444 [00:58<00:16,  5.90it/s, loss=0.027, pair=26.438, adv=3.441, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.25it/s, loss=0.027, pair=26.438, adv=3.441, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 350/444 [00:58<00:15,  6.25it/s, loss=0.087, pair=32.781, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:15,  5.91it/s, loss=0.087, pair=32.781, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 351/444 [00:58<00:15,  5.91it/s, loss=0.043, pair=61.312, adv=3.513, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 352/444 [00:58<00:14,  6.28it/s, loss=0.043, pair=61.312, adv=3.513, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 352/444 [00:58<00:14,  6.28it/s, loss=0.043, pair=24.438, adv=3.509, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 353/444 [00:58<00:15,  5.97it/s, loss=0.043, pair=24.438, adv=3.509, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 353/444 [00:59<00:15,  5.97it/s, loss=0.028, pair=7.449, adv=3.449, sprd=0.00
Ep 010/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.32it/s, loss=0.028, pair=7.449, adv=3.449, sprd=0.00
Ep 010/60 [S1:deg_only]:  80%|▊| 354/444 [00:59<00:14,  6.32it/s, loss=0.151, pair=20.516, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.74it/s, loss=0.151, pair=20.516, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 355/444 [00:59<00:15,  5.74it/s, loss=0.033, pair=37.969, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.15it/s, loss=0.033, pair=37.969, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 356/444 [00:59<00:14,  6.15it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.79it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  80%|▊| 357/444 [00:59<00:15,  5.79it/s, loss=0.029, pair=17.188, adv=3.456, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 358/444 [00:59<00:13,  6.18it/s, loss=0.029, pair=17.188, adv=3.456, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 358/444 [00:59<00:13,  6.18it/s, loss=0.053, pair=15.383, adv=3.492, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 359/444 [00:59<00:14,  5.76it/s, loss=0.053, pair=15.383, adv=3.492, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 359/444 [01:00<00:14,  5.76it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.17it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  81%|▊| 360/444 [01:00<00:13,  6.17it/s, loss=0.154, pair=7.418, adv=3.449, sprd=0.00
Ep 010/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.91it/s, loss=0.154, pair=7.418, adv=3.449, sprd=0.00
Ep 010/60 [S1:deg_only]:  81%|▊| 361/444 [01:00<00:14,  5.91it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.27it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  82%|▊| 362/444 [01:00<00:13,  6.27it/s, loss=0.151, pair=18.672, adv=3.459, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:14,  5.70it/s, loss=0.151, pair=18.672, adv=3.459, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 363/444 [01:00<00:14,  5.70it/s, loss=0.031, pair=5.137, adv=3.508, sprd=0.00
Ep 010/60 [S1:deg_only]:  82%|▊| 364/444 [01:00<00:13,  6.11it/s, loss=0.031, pair=5.137, adv=3.508, sprd=0.00
Ep 010/60 [S1:deg_only]:  82%|▊| 364/444 [01:00<00:13,  6.11it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  82%|▊| 365/444 [01:00<00:13,  5.85it/s, loss=0.045, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  82%|▊| 365/444 [01:01<00:13,  5.85it/s, loss=0.029, pair=17.953, adv=3.467, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.23it/s, loss=0.029, pair=17.953, adv=3.467, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 366/444 [01:01<00:12,  6.23it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:12,  5.94it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  83%|▊| 367/444 [01:01<00:12,  5.94it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.31it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  83%|▊| 368/444 [01:01<00:12,  6.31it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:12,  5.94it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  83%|▊| 369/444 [01:01<00:12,  5.94it/s, loss=0.028, pair=22.562, adv=3.498, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 370/444 [01:01<00:11,  6.30it/s, loss=0.028, pair=22.562, adv=3.498, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 370/444 [01:01<00:11,  6.30it/s, loss=0.037, pair=34.844, adv=3.505, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 371/444 [01:01<00:12,  5.85it/s, loss=0.037, pair=34.844, adv=3.505, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 371/444 [01:02<00:12,  5.85it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.24it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  84%|▊| 372/444 [01:02<00:11,  6.24it/s, loss=0.031, pair=4.105, adv=3.471, sprd=0.00
Ep 010/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:11,  5.98it/s, loss=0.031, pair=4.105, adv=3.471, sprd=0.00
Ep 010/60 [S1:deg_only]:  84%|▊| 373/444 [01:02<00:11,  5.98it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.35it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  84%|▊| 374/444 [01:02<00:11,  6.35it/s, loss=0.043, pair=53.281, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 375/444 [01:02<00:11,  5.98it/s, loss=0.043, pair=53.281, adv=3.476, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 375/444 [01:02<00:11,  5.98it/s, loss=0.034, pair=36.938, adv=3.506, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 376/444 [01:02<00:10,  6.32it/s, loss=0.034, pair=36.938, adv=3.506, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 376/444 [01:02<00:10,  6.32it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  85%|▊| 377/444 [01:02<00:11,  6.02it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  85%|▊| 377/444 [01:03<00:11,  6.02it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.37it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  85%|▊| 378/444 [01:03<00:10,  6.37it/s, loss=0.042, pair=16.547, adv=3.451, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.78it/s, loss=0.042, pair=16.547, adv=3.451, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 379/444 [01:03<00:11,  5.78it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.19it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 380/444 [01:03<00:10,  6.19it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 381/444 [01:03<00:10,  5.83it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 381/444 [01:03<00:10,  5.83it/s, loss=0.029, pair=23.188, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 382/444 [01:03<00:10,  6.19it/s, loss=0.029, pair=23.188, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 382/444 [01:03<00:10,  6.19it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 383/444 [01:03<00:10,  5.82it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 383/444 [01:04<00:10,  5.82it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.22it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  86%|▊| 384/444 [01:04<00:09,  6.22it/s, loss=0.031, pair=7.289, adv=3.452, sprd=0.00
Ep 010/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:09,  5.94it/s, loss=0.031, pair=7.289, adv=3.452, sprd=0.00
Ep 010/60 [S1:deg_only]:  87%|▊| 385/444 [01:04<00:09,  5.94it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.31it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  87%|▊| 386/444 [01:04<00:09,  6.31it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  87%|▊| 387/444 [01:04<00:09,  5.84it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  87%|▊| 387/444 [01:04<00:09,  5.84it/s, loss=0.031, pair=18.656, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 388/444 [01:04<00:08,  6.23it/s, loss=0.031, pair=18.656, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 388/444 [01:04<00:08,  6.23it/s, loss=0.034, pair=39.594, adv=3.432, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 389/444 [01:04<00:09,  5.80it/s, loss=0.034, pair=39.594, adv=3.432, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 389/444 [01:05<00:09,  5.80it/s, loss=0.031, pair=49.062, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.17it/s, loss=0.031, pair=49.062, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 390/444 [01:05<00:08,  6.17it/s, loss=0.039, pair=47.812, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.84it/s, loss=0.039, pair=47.812, adv=3.495, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 391/444 [01:05<00:09,  5.84it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.22it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  88%|▉| 392/444 [01:05<00:08,  6.22it/s, loss=0.034, pair=54.250, adv=3.496, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 393/444 [01:05<00:08,  5.88it/s, loss=0.034, pair=54.250, adv=3.496, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 393/444 [01:05<00:08,  5.88it/s, loss=0.033, pair=4.852, adv=3.471, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 394/444 [01:05<00:08,  6.22it/s, loss=0.033, pair=4.852, adv=3.471, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 394/444 [01:05<00:08,  6.22it/s, loss=0.039, pair=0.075, adv=3.425, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 395/444 [01:05<00:08,  5.58it/s, loss=0.039, pair=0.075, adv=3.425, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 395/444 [01:06<00:08,  5.58it/s, loss=0.256, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.06it/s, loss=0.256, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 396/444 [01:06<00:07,  6.06it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.73it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  89%|▉| 397/444 [01:06<00:08,  5.73it/s, loss=0.037, pair=6.699, adv=3.483, sprd=0.00
Ep 010/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.12it/s, loss=0.037, pair=6.699, adv=3.483, sprd=0.00
Ep 010/60 [S1:deg_only]:  90%|▉| 398/444 [01:06<00:07,  6.12it/s, loss=0.036, pair=21.188, adv=3.454, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 399/444 [01:06<00:07,  5.78it/s, loss=0.036, pair=21.188, adv=3.454, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 399/444 [01:06<00:07,  5.78it/s, loss=0.033, pair=4.434, adv=3.489, sprd=0.00
Ep 010/60 [S1:deg_only]:  90%|▉| 400/444 [01:06<00:07,  6.16it/s, loss=0.033, pair=4.434, adv=3.489, sprd=0.00
Ep 010/60 [S1:deg_only]:  90%|▉| 400/444 [01:06<00:07,  6.16it/s, loss=0.039, pair=14.578, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 401/444 [01:06<00:07,  5.74it/s, loss=0.039, pair=14.578, adv=3.482, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 401/444 [01:07<00:07,  5.74it/s, loss=0.036, pair=21.125, adv=3.438, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.12it/s, loss=0.036, pair=21.125, adv=3.438, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 402/444 [01:07<00:06,  6.12it/s, loss=0.042, pair=26.609, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.83it/s, loss=0.042, pair=26.609, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 403/444 [01:07<00:07,  5.83it/s, loss=0.029, pair=20.422, adv=3.510, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.19it/s, loss=0.029, pair=20.422, adv=3.510, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 404/444 [01:07<00:06,  6.19it/s, loss=0.040, pair=34.750, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 405/444 [01:07<00:06,  5.94it/s, loss=0.040, pair=34.750, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 405/444 [01:07<00:06,  5.94it/s, loss=0.031, pair=9.141, adv=3.521, sprd=0.00
Ep 010/60 [S1:deg_only]:  91%|▉| 406/444 [01:07<00:06,  6.28it/s, loss=0.031, pair=9.141, adv=3.521, sprd=0.00
Ep 010/60 [S1:deg_only]:  91%|▉| 406/444 [01:07<00:06,  6.28it/s, loss=0.038, pair=60.031, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 407/444 [01:07<00:06,  5.81it/s, loss=0.038, pair=60.031, adv=3.466, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 407/444 [01:08<00:06,  5.81it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.19it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  92%|▉| 408/444 [01:08<00:05,  6.19it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.80it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  92%|▉| 409/444 [01:08<00:06,  5.80it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.19it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  92%|▉| 410/444 [01:08<00:05,  6.19it/s, loss=0.488, pair=25.500, adv=3.524, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 411/444 [01:08<00:05,  5.98it/s, loss=0.488, pair=25.500, adv=3.524, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 411/444 [01:08<00:05,  5.98it/s, loss=0.035, pair=12.422, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 412/444 [01:08<00:05,  6.33it/s, loss=0.035, pair=12.422, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 412/444 [01:08<00:05,  6.33it/s, loss=0.045, pair=15.953, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 413/444 [01:08<00:05,  5.98it/s, loss=0.045, pair=15.953, adv=3.472, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 413/444 [01:09<00:05,  5.98it/s, loss=0.030, pair=33.438, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.31it/s, loss=0.030, pair=33.438, adv=3.490, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 414/444 [01:09<00:04,  6.31it/s, loss=0.041, pair=8.766, adv=3.443, sprd=0.00
Ep 010/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:04,  5.84it/s, loss=0.041, pair=8.766, adv=3.443, sprd=0.00
Ep 010/60 [S1:deg_only]:  93%|▉| 415/444 [01:09<00:04,  5.84it/s, loss=0.030, pair=49.375, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.18it/s, loss=0.030, pair=49.375, adv=3.501, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 416/444 [01:09<00:04,  6.18it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  94%|▉| 417/444 [01:09<00:04,  5.69it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  94%|▉| 417/444 [01:09<00:04,  5.69it/s, loss=0.029, pair=53.375, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 418/444 [01:09<00:04,  6.09it/s, loss=0.029, pair=53.375, adv=3.477, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 418/444 [01:09<00:04,  6.09it/s, loss=0.036, pair=52.562, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 419/444 [01:09<00:04,  5.61it/s, loss=0.036, pair=52.562, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 419/444 [01:10<00:04,  5.61it/s, loss=0.035, pair=26.547, adv=3.499, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.02it/s, loss=0.035, pair=26.547, adv=3.499, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 420/444 [01:10<00:03,  6.02it/s, loss=0.032, pair=10.484, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.78it/s, loss=0.032, pair=10.484, adv=3.473, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 421/444 [01:10<00:03,  5.78it/s, loss=0.030, pair=50.719, adv=3.500, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.15it/s, loss=0.030, pair=50.719, adv=3.500, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 422/444 [01:10<00:03,  6.15it/s, loss=0.037, pair=7.477, adv=3.448, sprd=0.00
Ep 010/60 [S1:deg_only]:  95%|▉| 423/444 [01:10<00:03,  5.63it/s, loss=0.037, pair=7.477, adv=3.448, sprd=0.00
Ep 010/60 [S1:deg_only]:  95%|▉| 423/444 [01:10<00:03,  5.63it/s, loss=0.029, pair=17.281, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 424/444 [01:10<00:03,  6.06it/s, loss=0.029, pair=17.281, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 424/444 [01:10<00:03,  6.06it/s, loss=0.048, pair=61.969, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 425/444 [01:10<00:03,  5.71it/s, loss=0.048, pair=61.969, adv=3.485, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 425/444 [01:11<00:03,  5.71it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.13it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  96%|▉| 426/444 [01:11<00:02,  6.13it/s, loss=0.040, pair=19.594, adv=3.496, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.82it/s, loss=0.040, pair=19.594, adv=3.496, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 427/444 [01:11<00:02,  5.82it/s, loss=0.038, pair=13.812, adv=3.415, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.18it/s, loss=0.038, pair=13.812, adv=3.415, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 428/444 [01:11<00:02,  6.18it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  97%|▉| 429/444 [01:11<00:02,  5.81it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  97%|▉| 429/444 [01:11<00:02,  5.81it/s, loss=0.037, pair=33.062, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 430/444 [01:11<00:02,  6.20it/s, loss=0.037, pair=33.062, adv=3.471, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 430/444 [01:11<00:02,  6.20it/s, loss=0.036, pair=36.500, adv=3.484, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 431/444 [01:11<00:02,  5.89it/s, loss=0.036, pair=36.500, adv=3.484, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 431/444 [01:12<00:02,  5.89it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.27it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  97%|▉| 432/444 [01:12<00:01,  6.27it/s, loss=0.035, pair=20.781, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.99it/s, loss=0.035, pair=20.781, adv=3.457, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 433/444 [01:12<00:01,  5.99it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.32it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]:  98%|▉| 434/444 [01:12<00:01,  6.32it/s, loss=0.117, pair=36.969, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 435/444 [01:12<00:01,  5.90it/s, loss=0.117, pair=36.969, adv=3.468, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 435/444 [01:12<00:01,  5.90it/s, loss=0.047, pair=17.984, adv=3.460, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 436/444 [01:12<00:01,  6.21it/s, loss=0.047, pair=17.984, adv=3.460, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 436/444 [01:12<00:01,  6.21it/s, loss=0.039, pair=13.906, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 437/444 [01:12<00:01,  5.67it/s, loss=0.039, pair=13.906, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 437/444 [01:13<00:01,  5.67it/s, loss=0.030, pair=35.312, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.05it/s, loss=0.030, pair=35.312, adv=3.443, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 438/444 [01:13<00:00,  6.05it/s, loss=0.040, pair=0.153, adv=3.456, sprd=0.00
Ep 010/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.73it/s, loss=0.040, pair=0.153, adv=3.456, sprd=0.00
Ep 010/60 [S1:deg_only]:  99%|▉| 439/444 [01:13<00:00,  5.73it/s, loss=0.033, pair=14.578, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.13it/s, loss=0.033, pair=14.578, adv=3.483, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 440/444 [01:13<00:00,  6.13it/s, loss=0.035, pair=2.777, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:  99%|▉| 441/444 [01:13<00:00,  5.74it/s, loss=0.035, pair=2.777, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:  99%|▉| 441/444 [01:13<00:00,  5.74it/s, loss=0.032, pair=18.438, adv=3.507, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 442/444 [01:13<00:00,  6.14it/s, loss=0.032, pair=18.438, adv=3.507, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 442/444 [01:13<00:00,  6.14it/s, loss=0.039, pair=45.594, adv=3.426, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 443/444 [01:13<00:00,  5.75it/s, loss=0.039, pair=45.594, adv=3.426, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 443/444 [01:14<00:00,  5.75it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
Ep 010/60 [S1:deg_only]: 100%|█| 444/444 [01:14<00:00,  6.16it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.00
                                                                                                              
Epoch 010/60 [S1:deg_only]  loss=0.0491  mat=0.2338  sens=18.7766  pair=18.0713  adv=2.4246(rand=3.37)  deg=0.0152  orth=0.0059  spread=0.0007  q_mean=50.9  q_std=22.2  α=0.10 β=0.00 γ=1.00 λ_grl=0.600  lr=9.48e-05  74s

Ep 011/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 011/60 [S1→S2:ramp]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.031, pair=16.734, adv=3.473, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%| | 1/444 [00:00<02:14,  3.29it/s, loss=0.031, pair=16.734, adv=3.473, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:14,  3.29it/s, loss=0.031, pair=6.871, adv=3.459, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:31,  4.83it/s, loss=0.031, pair=6.871, adv=3.459, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:31,  4.83it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:30,  4.85it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:30,  4.85it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:18,  5.60it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%| | 4/444 [00:00<01:18,  5.60it/s, loss=0.101, pair=56.438, adv=3.434, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%| | 5/444 [00:00<01:20,  5.44it/s, loss=0.101, pair=56.438, adv=3.434, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:20,  5.44it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:13,  5.95it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:13,  5.95it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:20,  5.44it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:20,  5.44it/s, loss=0.035, pair=3.324, adv=3.475, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:13,  5.93it/s, loss=0.035, pair=3.324, adv=3.475, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:13,  5.93it/s, loss=0.149, pair=3.074, adv=3.479, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.74it/s, loss=0.149, pair=3.074, adv=3.479, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   2%| | 9/444 [00:01<01:15,  5.74it/s, loss=0.028, pair=22.000, adv=3.490, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.16it/s, loss=0.028, pair=22.000, adv=3.490, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.16it/s, loss=0.057, pair=53.969, adv=3.479, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   2%| | 11/444 [00:01<01:13,  5.89it/s, loss=0.057, pair=53.969, adv=3.479, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:13,  5.89it/s, loss=0.028, pair=29.969, adv=3.493, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:08,  6.27it/s, loss=0.028, pair=29.969, adv=3.493, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:08,  6.27it/s, loss=0.036, pair=32.781, adv=3.421, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.78it/s, loss=0.036, pair=32.781, adv=3.421, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.78it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:09,  6.18it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:09,  6.18it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.84it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.84it/s, loss=0.034, pair=15.375, adv=3.471, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:09,  6.20it/s, loss=0.034, pair=15.375, adv=3.471, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:09,  6.20it/s, loss=0.184, pair=42.312, adv=3.485, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 17/444 [00:02<01:12,  5.89it/s, loss=0.184, pair=42.312, adv=3.485, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:12,  5.89it/s, loss=0.034, pair=57.781, adv=3.455, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.25it/s, loss=0.034, pair=57.781, adv=3.455, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.25it/s, loss=0.050, pair=0.981, adv=3.434, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:12,  5.83it/s, loss=0.050, pair=0.981, adv=3.434, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:12,  5.83it/s, loss=0.029, pair=3.965, adv=3.481, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.22it/s, loss=0.029, pair=3.965, adv=3.481, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.22it/s, loss=0.045, pair=21.000, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.95it/s, loss=0.045, pair=21.000, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.95it/s, loss=0.034, pair=17.578, adv=3.502, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:06,  6.30it/s, loss=0.034, pair=17.578, adv=3.502, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:06,  6.30it/s, loss=0.153, pair=27.109, adv=3.461, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   5%| | 23/444 [00:03<01:10,  6.00it/s, loss=0.153, pair=27.109, adv=3.461, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:10,  6.00it/s, loss=0.031, pair=6.109, adv=3.442, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:06,  6.33it/s, loss=0.031, pair=6.109, adv=3.442, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:06,  6.33it/s, loss=0.043, pair=2.043, adv=3.440, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:10,  5.92it/s, loss=0.043, pair=2.043, adv=3.440, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:10,  5.92it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:06,  6.28it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:06,  6.28it/s, loss=0.042, pair=11.672, adv=3.444, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:11,  5.86it/s, loss=0.042, pair=11.672, adv=3.444, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:11,  5.86it/s, loss=0.034, pair=19.906, adv=3.471, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:06,  6.24it/s, loss=0.034, pair=19.906, adv=3.471, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:06,  6.24it/s, loss=0.039, pair=33.562, adv=3.414, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 29/444 [00:04<01:09,  6.00it/s, loss=0.039, pair=33.562, adv=3.414, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:09,  6.00it/s, loss=0.028, pair=48.000, adv=3.467, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:05,  6.35it/s, loss=0.028, pair=48.000, adv=3.467, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:05,  6.35it/s, loss=0.065, pair=0.794, adv=3.480, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:09,  5.93it/s, loss=0.065, pair=0.794, adv=3.480, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:09,  5.93it/s, loss=0.032, pair=37.312, adv=3.519, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:05,  6.28it/s, loss=0.032, pair=37.312, adv=3.519, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:05,  6.28it/s, loss=0.275, pair=41.250, adv=3.474, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:09,  5.95it/s, loss=0.275, pair=41.250, adv=3.474, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:09,  5.95it/s, loss=0.030, pair=16.125, adv=3.509, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:05,  6.30it/s, loss=0.030, pair=16.125, adv=3.509, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:05,  6.30it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   8%| | 35/444 [00:05<01:09,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.86it/s, loss=0.030, pair=33.812, adv=3.461, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.24it/s, loss=0.030, pair=33.812, adv=3.461, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.24it/s, loss=0.040, pair=41.156, adv=3.488, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:11,  5.69it/s, loss=0.040, pair=41.156, adv=3.488, sprd=0.002
Ep 011/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:11,  5.69it/s, loss=0.032, pair=18.766, adv=3.503, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.09it/s, loss=0.032, pair=18.766, adv=3.503, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.09it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:10,  5.73it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:10,  5.73it/s, loss=0.031, pair=5.387, adv=3.443, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:05,  6.13it/s, loss=0.031, pair=5.387, adv=3.443, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:05,  6.13it/s, loss=0.034, pair=41.719, adv=3.452, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 41/444 [00:06<01:10,  5.70it/s, loss=0.034, pair=41.719, adv=3.452, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:10,  5.70it/s, loss=0.030, pair=51.125, adv=3.443, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.11it/s, loss=0.030, pair=51.125, adv=3.443, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.11it/s, loss=0.034, pair=30.875, adv=3.512, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:09,  5.78it/s, loss=0.034, pair=30.875, adv=3.512, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:09,  5.78it/s, loss=0.032, pair=22.906, adv=3.458, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.17it/s, loss=0.032, pair=22.906, adv=3.458, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.17it/s, loss=0.031, pair=56.125, adv=3.502, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.87it/s, loss=0.031, pair=56.125, adv=3.502, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.87it/s, loss=0.036, pair=6.496, adv=3.452, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:03,  6.25it/s, loss=0.036, pair=6.496, adv=3.452, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:03,  6.25it/s, loss=0.364, pair=21.609, adv=3.471, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  11%| | 47/444 [00:07<01:07,  5.92it/s, loss=0.364, pair=21.609, adv=3.471, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:07,  5.92it/s, loss=0.031, pair=24.703, adv=3.469, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:02,  6.30it/s, loss=0.031, pair=24.703, adv=3.469, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:02,  6.30it/s, loss=0.034, pair=44.938, adv=3.453, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:07,  5.82it/s, loss=0.034, pair=44.938, adv=3.453, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:07,  5.82it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.23it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.23it/s, loss=0.040, pair=19.703, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:09,  5.64it/s, loss=0.040, pair=19.703, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:09,  5.64it/s, loss=0.036, pair=18.625, adv=3.461, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:04,  6.05it/s, loss=0.036, pair=18.625, adv=3.461, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:04,  6.05it/s, loss=0.037, pair=15.359, adv=3.413, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  12%| | 53/444 [00:08<01:08,  5.74it/s, loss=0.037, pair=15.359, adv=3.413, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:08,  5.74it/s, loss=0.027, pair=54.938, adv=3.472, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.12it/s, loss=0.027, pair=54.938, adv=3.472, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.12it/s, loss=0.048, pair=11.844, adv=3.453, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:07,  5.77it/s, loss=0.048, pair=11.844, adv=3.453, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:07,  5.77it/s, loss=0.032, pair=11.312, adv=3.521, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:03,  6.14it/s, loss=0.032, pair=11.312, adv=3.521, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:03,  6.14it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:07,  5.71it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:07,  5.71it/s, loss=0.029, pair=15.109, adv=3.518, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:03,  6.11it/s, loss=0.029, pair=15.109, adv=3.518, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:03,  6.11it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:09<01:08,  5.62it/s, loss=0.040, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:08,  5.62it/s, loss=0.029, pair=33.750, adv=3.524, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:03,  6.02it/s, loss=0.029, pair=33.750, adv=3.524, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:03,  6.02it/s, loss=0.049, pair=21.609, adv=3.459, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:06,  5.77it/s, loss=0.049, pair=21.609, adv=3.459, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:06,  5.77it/s, loss=0.035, pair=43.938, adv=3.475, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.17it/s, loss=0.035, pair=43.938, adv=3.475, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.17it/s, loss=0.156, pair=5.133, adv=3.497, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.86it/s, loss=0.156, pair=5.133, adv=3.497, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.86it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:00,  6.26it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:00,  6.26it/s, loss=0.030, pair=32.094, adv=3.521, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:10<01:07,  5.64it/s, loss=0.030, pair=32.094, adv=3.521, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:07,  5.64it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.07it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.07it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.033, pair=28.797, adv=3.420, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.12it/s, loss=0.033, pair=28.797, adv=3.420, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.12it/s, loss=0.040, pair=30.016, adv=3.441, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.80it/s, loss=0.040, pair=30.016, adv=3.441, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.80it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.18it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.18it/s, loss=0.075, pair=33.844, adv=3.499, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:11<01:03,  5.83it/s, loss=0.075, pair=33.844, adv=3.499, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:03,  5.83it/s, loss=0.029, pair=7.992, adv=3.455, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.19it/s, loss=0.029, pair=7.992, adv=3.455, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.19it/s, loss=0.035, pair=6.051, adv=3.516, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:02,  5.89it/s, loss=0.035, pair=6.051, adv=3.516, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:02,  5.89it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:58,  6.28it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:58,  6.28it/s, loss=0.544, pair=0.513, adv=3.452, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.84it/s, loss=0.544, pair=0.513, adv=3.452, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.84it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.22it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.22it/s, loss=0.030, pair=16.328, adv=3.443, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:12<01:01,  5.97it/s, loss=0.030, pair=16.328, adv=3.443, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:01,  5.97it/s, loss=0.030, pair=49.375, adv=3.434, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:58,  6.31it/s, loss=0.030, pair=49.375, adv=3.434, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:58,  6.31it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:01,  5.91it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:01,  5.91it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.26it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.26it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.81it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.81it/s, loss=0.036, pair=46.375, adv=3.438, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.18it/s, loss=0.036, pair=46.375, adv=3.438, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.18it/s, loss=0.031, pair=14.859, adv=3.452, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:13<01:03,  5.72it/s, loss=0.031, pair=14.859, adv=3.452, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:03,  5.72it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.13it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.13it/s, loss=0.034, pair=1.794, adv=3.503, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:01,  5.80it/s, loss=0.034, pair=1.794, adv=3.503, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:01,  5.80it/s, loss=0.034, pair=18.500, adv=3.491, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.18it/s, loss=0.034, pair=18.500, adv=3.491, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.18it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:02,  5.73it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:02,  5.73it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.14it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.14it/s, loss=0.032, pair=37.844, adv=3.396, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:14<01:01,  5.75it/s, loss=0.032, pair=37.844, adv=3.396, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.75it/s, loss=0.030, pair=12.453, adv=3.470, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.13it/s, loss=0.030, pair=12.453, adv=3.470, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.13it/s, loss=0.032, pair=10.367, adv=3.480, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.74it/s, loss=0.032, pair=10.367, adv=3.480, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.74it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.14it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.14it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.73it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.73it/s, loss=0.034, pair=59.156, adv=3.449, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:56,  6.14it/s, loss=0.034, pair=59.156, adv=3.449, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:56,  6.14it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:15<01:00,  5.79it/s, loss=0.050, pair=0.000, adv=0.000, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:00,  5.79it/s, loss=0.030, pair=14.922, adv=3.509, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.16it/s, loss=0.030, pair=14.922, adv=3.509, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.16it/s, loss=0.035, pair=45.969, adv=3.423, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:02,  5.58it/s, loss=0.035, pair=45.969, adv=3.423, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:02,  5.58it/s, loss=0.029, pair=25.969, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:57,  6.01it/s, loss=0.029, pair=25.969, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:57,  6.01it/s, loss=0.150, pair=3.902, adv=3.454, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<01:00,  5.71it/s, loss=0.150, pair=3.902, adv=3.454, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<01:00,  5.71it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:56,  6.11it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:56,  6.11it/s, loss=0.037, pair=30.062, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.84it/s, loss=0.037, pair=30.062, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.84it/s, loss=0.029, pair=16.594, adv=3.456, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.20it/s, loss=0.029, pair=16.594, adv=3.456, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.20it/s, loss=0.034, pair=31.781, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.86it/s, loss=0.034, pair=31.781, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.86it/s, loss=0.032, pair=43.812, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.25it/s, loss=0.032, pair=43.812, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.25it/s, loss=0.074, pair=8.891, adv=3.478, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:59,  5.74it/s, loss=0.074, pair=8.891, adv=3.478, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:59,  5.74it/s, loss=0.033, pair=32.750, adv=3.441, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:55,  6.13it/s, loss=0.033, pair=32.750, adv=3.441, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:55,  6.13it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.81it/s, loss=0.048, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.81it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.20it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.20it/s, loss=0.038, pair=16.859, adv=3.428, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.72it/s, loss=0.038, pair=16.859, adv=3.428, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.72it/s, loss=0.032, pair=22.312, adv=3.472, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.13it/s, loss=0.032, pair=22.312, adv=3.472, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.13it/s, loss=0.033, pair=26.234, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:58,  5.73it/s, loss=0.033, pair=26.234, adv=3.383, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:58,  5.73it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:53,  6.15it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:53,  6.15it/s, loss=0.072, pair=15.938, adv=3.513, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.88it/s, loss=0.072, pair=15.938, adv=3.513, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.88it/s, loss=0.031, pair=10.250, adv=3.453, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:52,  6.26it/s, loss=0.031, pair=10.250, adv=3.453, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:52,  6.26it/s, loss=0.042, pair=24.109, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:58,  5.63it/s, loss=0.042, pair=24.109, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:58,  5.63it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:54,  6.07it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:54,  6.07it/s, loss=0.032, pair=27.766, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.87it/s, loss=0.032, pair=27.766, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.87it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:52,  6.26it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:52,  6.26it/s, loss=0.040, pair=42.031, adv=3.498, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.82it/s, loss=0.040, pair=42.031, adv=3.498, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.82it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.22it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.22it/s, loss=0.035, pair=9.266, adv=3.488, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:55,  5.83it/s, loss=0.035, pair=9.266, adv=3.488, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:55,  5.83it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.23it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:56,  5.65it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:56,  5.65it/s, loss=0.032, pair=27.125, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:52,  6.07it/s, loss=0.032, pair=27.125, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:52,  6.07it/s, loss=0.039, pair=26.078, adv=3.450, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.72it/s, loss=0.039, pair=26.078, adv=3.450, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.72it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.14it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.14it/s, loss=0.050, pair=20.438, adv=3.464, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:55,  5.76it/s, loss=0.050, pair=20.438, adv=3.464, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:55,  5.76it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.17it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.17it/s, loss=0.035, pair=28.328, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.79it/s, loss=0.035, pair=28.328, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.79it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:50,  6.16it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:50,  6.16it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:53,  5.82it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:53,  5.82it/s, loss=0.029, pair=29.359, adv=3.455, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.21it/s, loss=0.029, pair=29.359, adv=3.455, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.21it/s, loss=0.167, pair=19.672, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.84it/s, loss=0.167, pair=19.672, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.84it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=0.031, pair=46.094, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:51,  5.99it/s, loss=0.031, pair=46.094, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:51,  5.99it/s, loss=0.033, pair=12.719, adv=3.444, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:48,  6.34it/s, loss=0.033, pair=12.719, adv=3.444, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:48,  6.34it/s, loss=0.038, pair=27.453, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:51,  5.91it/s, loss=0.038, pair=27.453, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:51,  5.91it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:48,  6.28it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:48,  6.28it/s, loss=0.034, pair=11.609, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.86it/s, loss=0.034, pair=11.609, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.86it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.23it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.23it/s, loss=0.045, pair=19.922, adv=3.422, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.91it/s, loss=0.045, pair=19.922, adv=3.422, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.91it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.28it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.28it/s, loss=0.037, pair=18.188, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:52,  5.78it/s, loss=0.037, pair=18.188, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:52,  5.78it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.18it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.18it/s, loss=0.038, pair=37.375, adv=3.469, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:51,  5.78it/s, loss=0.038, pair=37.375, adv=3.469, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:51,  5.78it/s, loss=0.034, pair=33.562, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:48,  6.16it/s, loss=0.034, pair=33.562, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:48,  6.16it/s, loss=0.035, pair=17.641, adv=3.458, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.83it/s, loss=0.035, pair=17.641, adv=3.458, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.83it/s, loss=0.032, pair=5.793, adv=3.405, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:47,  6.22it/s, loss=0.032, pair=5.793, adv=3.405, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:47,  6.22it/s, loss=0.045, pair=37.250, adv=3.495, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:49,  5.94it/s, loss=0.045, pair=37.250, adv=3.495, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:49,  5.94it/s, loss=0.034, pair=12.055, adv=3.468, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:46,  6.31it/s, loss=0.034, pair=12.055, adv=3.468, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:46,  6.31it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.83it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.83it/s, loss=0.033, pair=21.891, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:47,  6.20it/s, loss=0.033, pair=21.891, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:47,  6.20it/s, loss=0.031, pair=0.825, adv=3.458, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.84it/s, loss=0.031, pair=0.825, adv=3.458, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.84it/s, loss=0.034, pair=1.856, adv=3.433, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:46,  6.23it/s, loss=0.034, pair=1.856, adv=3.433, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:46,  6.23it/s, loss=0.034, pair=11.234, adv=3.489, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.79it/s, loss=0.034, pair=11.234, adv=3.489, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.79it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.19it/s, loss=0.038, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.19it/s, loss=0.030, pair=25.672, adv=3.458, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:49,  5.84it/s, loss=0.030, pair=25.672, adv=3.458, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:49,  5.84it/s, loss=0.025, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.24it/s, loss=0.025, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.24it/s, loss=0.230, pair=0.012, adv=3.431, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:47,  5.96it/s, loss=0.230, pair=0.012, adv=3.431, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:47,  5.96it/s, loss=0.032, pair=32.156, adv=3.505, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:44,  6.33it/s, loss=0.032, pair=32.156, adv=3.505, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:44,  6.33it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:26<00:48,  5.87it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.87it/s, loss=0.031, pair=17.406, adv=3.495, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.25it/s, loss=0.031, pair=17.406, adv=3.495, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.25it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:49,  5.73it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:49,  5.73it/s, loss=0.031, pair=6.875, adv=3.435, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:45,  6.13it/s, loss=0.031, pair=6.875, adv=3.435, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:45,  6.13it/s, loss=0.081, pair=53.719, adv=3.422, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:48,  5.81it/s, loss=0.081, pair=53.719, adv=3.422, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:48,  5.81it/s, loss=0.028, pair=11.797, adv=3.507, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.21it/s, loss=0.028, pair=11.797, adv=3.507, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.21it/s, loss=0.057, pair=18.953, adv=3.456, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:27<00:46,  5.91it/s, loss=0.057, pair=18.953, adv=3.456, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:46,  5.91it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:43,  6.30it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:43,  6.30it/s, loss=0.026, pair=25.500, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:46,  5.90it/s, loss=0.026, pair=25.500, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:46,  5.90it/s, loss=0.028, pair=22.031, adv=3.487, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.28it/s, loss=0.028, pair=22.031, adv=3.487, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.28it/s, loss=0.032, pair=56.312, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.80it/s, loss=0.032, pair=56.312, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.80it/s, loss=0.030, pair=17.406, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:43,  6.20it/s, loss=0.030, pair=17.406, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:43,  6.20it/s, loss=0.028, pair=31.188, adv=3.478, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:28<00:45,  5.89it/s, loss=0.028, pair=31.188, adv=3.478, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:45,  5.89it/s, loss=0.032, pair=25.781, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.24it/s, loss=0.032, pair=25.781, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.24it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.90it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.90it/s, loss=0.030, pair=26.266, adv=3.436, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.26it/s, loss=0.030, pair=26.266, adv=3.436, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.26it/s, loss=0.049, pair=10.828, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.92it/s, loss=0.049, pair=10.828, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.92it/s, loss=0.029, pair=18.016, adv=3.462, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.28it/s, loss=0.029, pair=18.016, adv=3.462, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.28it/s, loss=0.149, pair=30.000, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:29<00:44,  5.92it/s, loss=0.149, pair=30.000, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:44,  5.92it/s, loss=0.030, pair=31.016, adv=3.491, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.28it/s, loss=0.030, pair=31.016, adv=3.491, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.28it/s, loss=0.033, pair=31.500, adv=3.477, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:45,  5.81it/s, loss=0.033, pair=31.500, adv=3.477, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:45,  5.81it/s, loss=0.030, pair=7.930, adv=3.467, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.19it/s, loss=0.030, pair=7.930, adv=3.467, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.19it/s, loss=0.034, pair=7.309, adv=3.442, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.87it/s, loss=0.034, pair=7.309, adv=3.442, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.87it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:41,  6.24it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:41,  6.24it/s, loss=0.033, pair=22.906, adv=3.512, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:30<00:45,  5.66it/s, loss=0.033, pair=22.906, adv=3.512, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:45,  5.66it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:42,  6.08it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:42,  6.08it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.76it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.76it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.17it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.17it/s, loss=0.037, pair=23.344, adv=3.532, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:43,  5.80it/s, loss=0.037, pair=23.344, adv=3.532, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:43,  5.80it/s, loss=0.029, pair=4.637, adv=3.424, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:41,  6.18it/s, loss=0.029, pair=4.637, adv=3.424, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:41,  6.18it/s, loss=0.036, pair=17.375, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:31<00:42,  5.91it/s, loss=0.036, pair=17.375, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.91it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.30it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.003
Ep 011/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.30it/s, loss=0.106, pair=8.703, adv=3.453, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:42,  5.88it/s, loss=0.106, pair=8.703, adv=3.453, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:42,  5.88it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.26it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.26it/s, loss=0.036, pair=32.594, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.86it/s, loss=0.036, pair=32.594, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.86it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:39,  6.26it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:39,  6.26it/s, loss=0.031, pair=10.625, adv=3.450, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:32<00:41,  6.01it/s, loss=0.031, pair=10.625, adv=3.450, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:41,  6.01it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:38,  6.38it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:38,  6.38it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:41,  5.95it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:41,  5.95it/s, loss=0.031, pair=33.906, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:38,  6.32it/s, loss=0.031, pair=33.906, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:38,  6.32it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:40,  5.99it/s, loss=0.027, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:40,  5.99it/s, loss=0.032, pair=14.109, adv=3.443, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:38,  6.33it/s, loss=0.032, pair=14.109, adv=3.443, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:38,  6.33it/s, loss=0.034, pair=31.562, adv=3.448, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:33<00:40,  5.91it/s, loss=0.034, pair=31.562, adv=3.448, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:40,  5.91it/s, loss=0.033, pair=6.090, adv=3.446, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.22it/s, loss=0.033, pair=6.090, adv=3.446, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.22it/s, loss=0.037, pair=13.984, adv=3.477, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.90it/s, loss=0.037, pair=13.984, adv=3.477, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.90it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:37,  6.28it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:37,  6.28it/s, loss=0.095, pair=30.062, adv=3.480, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.87it/s, loss=0.095, pair=30.062, adv=3.480, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.87it/s, loss=0.032, pair=25.750, adv=3.512, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:37,  6.22it/s, loss=0.032, pair=25.750, adv=3.512, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:37,  6.22it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:34<00:40,  5.75it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.75it/s, loss=0.031, pair=21.375, adv=3.426, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.13it/s, loss=0.031, pair=21.375, adv=3.426, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.13it/s, loss=0.035, pair=22.156, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:40,  5.72it/s, loss=0.035, pair=22.156, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:40,  5.72it/s, loss=0.030, pair=73.375, adv=3.527, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.12it/s, loss=0.030, pair=73.375, adv=3.527, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.12it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.84it/s, loss=0.041, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.84it/s, loss=0.030, pair=44.312, adv=3.503, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:37,  6.21it/s, loss=0.030, pair=44.312, adv=3.503, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:37,  6.21it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:35<00:39,  5.78it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.78it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.18it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.18it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:39,  5.77it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:39,  5.77it/s, loss=0.026, pair=12.219, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.15it/s, loss=0.026, pair=12.219, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.15it/s, loss=0.034, pair=10.875, adv=3.471, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:39,  5.72it/s, loss=0.034, pair=10.875, adv=3.471, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:39,  5.72it/s, loss=0.030, pair=9.828, adv=3.495, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.12it/s, loss=0.030, pair=9.828, adv=3.495, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.12it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:36<00:39,  5.71it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:39,  5.71it/s, loss=0.030, pair=5.949, adv=3.440, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.11it/s, loss=0.030, pair=5.949, adv=3.440, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.11it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.84it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.84it/s, loss=0.036, pair=7.074, adv=3.442, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.22it/s, loss=0.036, pair=7.074, adv=3.442, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.22it/s, loss=0.156, pair=14.492, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.83it/s, loss=0.156, pair=14.492, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.83it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:35,  6.20it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:35,  6.20it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:37<00:36,  5.95it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:36,  5.95it/s, loss=0.031, pair=5.387, adv=3.464, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.29it/s, loss=0.031, pair=5.387, adv=3.464, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.29it/s, loss=0.031, pair=6.699, adv=3.448, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:36,  5.86it/s, loss=0.031, pair=6.699, adv=3.448, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:36,  5.86it/s, loss=0.029, pair=27.922, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.25it/s, loss=0.029, pair=27.922, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.25it/s, loss=0.157, pair=11.914, adv=3.511, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.89it/s, loss=0.157, pair=11.914, adv=3.511, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.89it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:33,  6.27it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:33,  6.27it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:38<00:36,  5.79it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.79it/s, loss=0.032, pair=37.875, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.18it/s, loss=0.032, pair=37.875, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.18it/s, loss=0.034, pair=43.688, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.87it/s, loss=0.034, pair=43.688, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.87it/s, loss=0.029, pair=24.156, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.25it/s, loss=0.029, pair=24.156, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.25it/s, loss=0.033, pair=7.656, adv=3.500, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.84it/s, loss=0.033, pair=7.656, adv=3.500, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.84it/s, loss=0.029, pair=0.294, adv=3.482, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:33,  6.21it/s, loss=0.029, pair=0.294, adv=3.482, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:33,  6.21it/s, loss=0.037, pair=6.656, adv=3.462, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:39<00:35,  5.77it/s, loss=0.037, pair=6.656, adv=3.462, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.77it/s, loss=0.030, pair=24.750, adv=3.441, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.14it/s, loss=0.030, pair=24.750, adv=3.441, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.14it/s, loss=0.151, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.94it/s, loss=0.151, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.94it/s, loss=0.026, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:31,  6.31it/s, loss=0.026, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:31,  6.31it/s, loss=0.036, pair=22.234, adv=3.502, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.89it/s, loss=0.036, pair=22.234, adv=3.502, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.89it/s, loss=0.225, pair=14.203, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:31,  6.25it/s, loss=0.225, pair=14.203, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:31,  6.25it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:40<00:34,  5.77it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.77it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.18it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.18it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.88it/s, loss=0.042, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.88it/s, loss=0.028, pair=58.000, adv=3.446, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.23it/s, loss=0.028, pair=58.000, adv=3.446, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.23it/s, loss=0.035, pair=58.125, adv=3.416, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:34,  5.72it/s, loss=0.035, pair=58.125, adv=3.416, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:34,  5.72it/s, loss=0.028, pair=19.812, adv=3.436, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.13it/s, loss=0.028, pair=19.812, adv=3.436, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.13it/s, loss=0.148, pair=35.625, adv=3.477, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:41<00:32,  5.86it/s, loss=0.148, pair=35.625, adv=3.477, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:32,  5.86it/s, loss=0.046, pair=15.961, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:30,  6.24it/s, loss=0.046, pair=15.961, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:30,  6.24it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:31,  5.98it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:31,  5.98it/s, loss=0.029, pair=16.969, adv=3.444, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:29,  6.34it/s, loss=0.029, pair=16.969, adv=3.444, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:29,  6.34it/s, loss=0.053, pair=18.781, adv=3.432, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:31,  6.00it/s, loss=0.053, pair=18.781, adv=3.432, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:31,  6.00it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:29,  6.35it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:29,  6.35it/s, loss=0.041, pair=38.500, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:42<00:32,  5.76it/s, loss=0.041, pair=38.500, adv=3.360, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:32,  5.76it/s, loss=0.031, pair=28.891, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:30,  6.15it/s, loss=0.031, pair=28.891, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:30,  6.15it/s, loss=0.034, pair=19.297, adv=3.463, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:32,  5.64it/s, loss=0.034, pair=19.297, adv=3.463, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:32,  5.64it/s, loss=0.029, pair=21.406, adv=3.531, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:30,  6.06it/s, loss=0.029, pair=21.406, adv=3.531, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:30,  6.06it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.80it/s, loss=0.043, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.80it/s, loss=0.026, pair=23.766, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.19it/s, loss=0.026, pair=23.766, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.19it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:43<00:30,  5.96it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.96it/s, loss=0.034, pair=27.312, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.32it/s, loss=0.034, pair=27.312, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.32it/s, loss=0.034, pair=21.172, adv=3.533, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.93it/s, loss=0.034, pair=21.172, adv=3.533, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.93it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.29it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.29it/s, loss=0.034, pair=32.250, adv=3.455, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.85it/s, loss=0.034, pair=32.250, adv=3.455, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.85it/s, loss=0.031, pair=19.672, adv=3.438, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.20it/s, loss=0.031, pair=19.672, adv=3.438, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.20it/s, loss=0.037, pair=15.672, adv=3.462, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:44<00:30,  5.77it/s, loss=0.037, pair=15.672, adv=3.462, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:30,  5.77it/s, loss=0.038, pair=7.277, adv=3.517, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.16it/s, loss=0.038, pair=7.277, adv=3.517, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.16it/s, loss=0.038, pair=21.688, adv=3.496, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:29,  5.82it/s, loss=0.038, pair=21.688, adv=3.496, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:29,  5.82it/s, loss=0.031, pair=18.891, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:27,  6.21it/s, loss=0.031, pair=18.891, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:27,  6.21it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.81it/s, loss=0.047, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.81it/s, loss=0.032, pair=39.875, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.19it/s, loss=0.032, pair=39.875, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.19it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:45<00:29,  5.82it/s, loss=0.039, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.82it/s, loss=0.033, pair=50.062, adv=3.416, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.20it/s, loss=0.033, pair=50.062, adv=3.416, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.20it/s, loss=0.043, pair=8.875, adv=3.505, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:29,  5.62it/s, loss=0.043, pair=8.875, adv=3.505, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:29,  5.62it/s, loss=0.030, pair=33.812, adv=3.443, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:27,  6.05it/s, loss=0.030, pair=33.812, adv=3.443, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:27,  6.05it/s, loss=0.151, pair=25.234, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.86it/s, loss=0.151, pair=25.234, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.86it/s, loss=0.033, pair=6.906, adv=3.454, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.24it/s, loss=0.033, pair=6.906, adv=3.454, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.24it/s, loss=0.189, pair=33.000, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:46<00:28,  5.74it/s, loss=0.189, pair=33.000, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.74it/s, loss=0.028, pair=3.730, adv=3.514, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.13it/s, loss=0.028, pair=3.730, adv=3.514, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.13it/s, loss=0.031, pair=39.125, adv=3.516, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.80it/s, loss=0.031, pair=39.125, adv=3.516, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.80it/s, loss=0.029, pair=22.891, adv=3.511, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.18it/s, loss=0.029, pair=22.891, adv=3.511, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.18it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:28,  5.56it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:28,  5.56it/s, loss=0.032, pair=8.891, adv=3.517, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:26,  5.98it/s, loss=0.032, pair=8.891, adv=3.517, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:26,  5.98it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:47<00:27,  5.71it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.71it/s, loss=0.026, pair=27.562, adv=3.532, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.10it/s, loss=0.026, pair=27.562, adv=3.532, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.10it/s, loss=0.042, pair=6.871, adv=3.448, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:27,  5.72it/s, loss=0.042, pair=6.871, adv=3.448, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:27,  5.72it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.11it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.11it/s, loss=0.159, pair=15.359, adv=3.464, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.70it/s, loss=0.159, pair=15.359, adv=3.464, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.70it/s, loss=0.030, pair=37.219, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.11it/s, loss=0.030, pair=37.219, adv=3.475, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.11it/s, loss=0.030, pair=35.750, adv=3.507, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:48<00:26,  5.77it/s, loss=0.030, pair=35.750, adv=3.507, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:26,  5.77it/s, loss=0.029, pair=27.844, adv=3.462, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.15it/s, loss=0.029, pair=27.844, adv=3.462, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.15it/s, loss=0.032, pair=33.188, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.78it/s, loss=0.032, pair=33.188, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.78it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.19it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.19it/s, loss=0.034, pair=11.328, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.84it/s, loss=0.034, pair=11.328, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.84it/s, loss=0.030, pair=19.734, adv=3.527, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.21it/s, loss=0.030, pair=19.734, adv=3.527, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.21it/s, loss=0.036, pair=18.266, adv=3.455, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:49<00:24,  5.83it/s, loss=0.036, pair=18.266, adv=3.455, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:24,  5.83it/s, loss=0.032, pair=29.328, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.19it/s, loss=0.032, pair=29.328, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.19it/s, loss=0.162, pair=11.883, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.87it/s, loss=0.162, pair=11.883, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.87it/s, loss=0.031, pair=38.000, adv=3.447, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.26it/s, loss=0.031, pair=38.000, adv=3.447, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.26it/s, loss=0.034, pair=66.062, adv=3.498, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.87it/s, loss=0.034, pair=66.062, adv=3.498, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.87it/s, loss=0.028, pair=14.766, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:22,  6.25it/s, loss=0.028, pair=14.766, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:22,  6.25it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:50<00:24,  5.79it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:24,  5.79it/s, loss=0.033, pair=29.750, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.19it/s, loss=0.033, pair=29.750, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.19it/s, loss=0.043, pair=4.027, adv=3.494, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.93it/s, loss=0.043, pair=4.027, adv=3.494, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.93it/s, loss=0.032, pair=11.422, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.30it/s, loss=0.032, pair=11.422, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.30it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.87it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.87it/s, loss=0.036, pair=12.188, adv=3.453, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:21,  6.25it/s, loss=0.036, pair=12.188, adv=3.453, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:21,  6.25it/s, loss=0.033, pair=15.328, adv=3.509, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:51<00:21,  6.07it/s, loss=0.033, pair=15.328, adv=3.509, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:21,  6.07it/s, loss=0.028, pair=50.688, adv=3.481, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:20,  6.41it/s, loss=0.028, pair=50.688, adv=3.481, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:20,  6.41it/s, loss=0.033, pair=33.719, adv=3.459, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:21,  6.05it/s, loss=0.033, pair=33.719, adv=3.459, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:21,  6.05it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.40it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.40it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.84it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.84it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.23it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.23it/s, loss=0.030, pair=27.688, adv=3.468, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:52<00:21,  5.94it/s, loss=0.030, pair=27.688, adv=3.468, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.94it/s, loss=0.030, pair=31.359, adv=3.516, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:19,  6.31it/s, loss=0.030, pair=31.359, adv=3.516, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:19,  6.31it/s, loss=0.147, pair=63.312, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:20,  6.03it/s, loss=0.147, pair=63.312, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:20,  6.03it/s, loss=0.028, pair=31.469, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.38it/s, loss=0.028, pair=31.469, adv=3.476, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.38it/s, loss=0.153, pair=31.031, adv=3.443, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.81it/s, loss=0.153, pair=31.031, adv=3.443, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.81it/s, loss=0.029, pair=19.375, adv=3.460, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.19it/s, loss=0.029, pair=19.375, adv=3.460, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.19it/s, loss=0.149, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:53<00:20,  5.79it/s, loss=0.149, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.79it/s, loss=0.026, pair=6.074, adv=3.508, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.17it/s, loss=0.026, pair=6.074, adv=3.508, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.17it/s, loss=0.103, pair=27.188, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.95it/s, loss=0.103, pair=27.188, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.95it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:18,  6.33it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:18,  6.33it/s, loss=0.031, pair=17.516, adv=3.452, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:19,  5.94it/s, loss=0.031, pair=17.516, adv=3.452, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:19,  5.94it/s, loss=0.028, pair=3.605, adv=3.491, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.28it/s, loss=0.028, pair=3.605, adv=3.491, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.28it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:54<00:22,  5.06it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:22,  5.06it/s, loss=0.028, pair=11.391, adv=3.508, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:20,  5.55it/s, loss=0.028, pair=11.391, adv=3.508, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:20,  5.55it/s, loss=0.032, pair=41.781, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:21,  5.36it/s, loss=0.032, pair=41.781, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:21,  5.36it/s, loss=0.027, pair=1.013, adv=3.465, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:19,  5.81it/s, loss=0.027, pair=1.013, adv=3.465, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:19,  5.81it/s, loss=0.146, pair=6.031, adv=3.437, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.66it/s, loss=0.146, pair=6.031, adv=3.437, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.66it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:18,  6.08it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:18,  6.08it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:55<00:19,  5.62it/s, loss=0.046, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:19,  5.62it/s, loss=0.031, pair=27.312, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.05it/s, loss=0.031, pair=27.312, adv=3.474, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.05it/s, loss=0.031, pair=21.484, adv=3.445, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.85it/s, loss=0.031, pair=21.484, adv=3.445, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.85it/s, loss=0.028, pair=33.781, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.23it/s, loss=0.028, pair=33.781, adv=3.467, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.23it/s, loss=0.094, pair=9.359, adv=3.445, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.92it/s, loss=0.094, pair=9.359, adv=3.445, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.92it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.28it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.28it/s, loss=0.031, pair=23.734, adv=3.493, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:56<00:17,  5.95it/s, loss=0.031, pair=23.734, adv=3.493, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.95it/s, loss=0.033, pair=2.590, adv=3.502, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.30it/s, loss=0.033, pair=2.590, adv=3.502, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.30it/s, loss=0.054, pair=11.531, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:16,  5.98it/s, loss=0.054, pair=11.531, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:16,  5.98it/s, loss=0.034, pair=15.516, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:15,  6.34it/s, loss=0.034, pair=15.516, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:15,  6.34it/s, loss=0.049, pair=9.453, adv=3.506, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.88it/s, loss=0.049, pair=9.453, adv=3.506, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.88it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.25it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.25it/s, loss=0.152, pair=0.450, adv=3.439, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:57<00:16,  5.91it/s, loss=0.152, pair=0.450, adv=3.439, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.91it/s, loss=0.031, pair=16.078, adv=3.498, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.29it/s, loss=0.031, pair=16.078, adv=3.498, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.29it/s, loss=0.048, pair=5.324, adv=3.495, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.88it/s, loss=0.048, pair=5.324, adv=3.495, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.88it/s, loss=0.031, pair=55.375, adv=3.481, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.24it/s, loss=0.031, pair=55.375, adv=3.481, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.24it/s, loss=0.033, pair=22.547, adv=3.485, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.94it/s, loss=0.033, pair=22.547, adv=3.485, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.94it/s, loss=0.042, pair=31.281, adv=3.513, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:14,  6.29it/s, loss=0.042, pair=31.281, adv=3.513, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:14,  6.29it/s, loss=0.029, pair=29.406, adv=3.509, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:58<00:15,  5.91it/s, loss=0.029, pair=29.406, adv=3.509, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.91it/s, loss=0.029, pair=8.234, adv=3.466, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.28it/s, loss=0.029, pair=8.234, adv=3.466, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.28it/s, loss=0.030, pair=18.688, adv=3.483, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.89it/s, loss=0.030, pair=18.688, adv=3.483, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.89it/s, loss=0.030, pair=18.078, adv=3.524, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.27it/s, loss=0.030, pair=18.078, adv=3.524, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.27it/s, loss=0.029, pair=44.125, adv=3.480, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.90it/s, loss=0.029, pair=44.125, adv=3.480, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.90it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.28it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.28it/s, loss=0.031, pair=21.125, adv=3.461, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 359/444 [00:59<00:14,  6.02it/s, loss=0.031, pair=21.125, adv=3.461, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  6.02it/s, loss=0.029, pair=15.469, adv=3.461, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.32it/s, loss=0.029, pair=15.469, adv=3.461, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.32it/s, loss=0.030, pair=24.625, adv=3.493, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.74it/s, loss=0.030, pair=24.625, adv=3.493, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.74it/s, loss=0.028, pair=69.312, adv=3.521, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.13it/s, loss=0.028, pair=69.312, adv=3.521, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.13it/s, loss=0.045, pair=38.812, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.70it/s, loss=0.045, pair=38.812, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.70it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:13,  6.09it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:13,  6.09it/s, loss=0.035, pair=30.141, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:00<00:14,  5.56it/s, loss=0.035, pair=30.141, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:14,  5.56it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:13,  5.98it/s, loss=0.034, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:13,  5.98it/s, loss=0.040, pair=15.047, adv=3.461, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.73it/s, loss=0.040, pair=15.047, adv=3.461, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.73it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.14it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.14it/s, loss=0.039, pair=24.953, adv=3.463, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.87it/s, loss=0.039, pair=24.953, adv=3.463, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.87it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.24it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.24it/s, loss=0.031, pair=41.688, adv=3.535, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:01<00:12,  5.89it/s, loss=0.031, pair=41.688, adv=3.535, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.89it/s, loss=0.030, pair=73.375, adv=3.503, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.24it/s, loss=0.030, pair=73.375, adv=3.503, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.24it/s, loss=0.472, pair=30.766, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.86it/s, loss=0.472, pair=30.766, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.86it/s, loss=0.028, pair=19.859, adv=3.492, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.21it/s, loss=0.028, pair=19.859, adv=3.492, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.21it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.88it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.88it/s, loss=0.030, pair=24.797, adv=3.529, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.22it/s, loss=0.030, pair=24.797, adv=3.529, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.22it/s, loss=0.138, pair=32.719, adv=3.483, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:02<00:11,  5.80it/s, loss=0.138, pair=32.719, adv=3.483, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.80it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.17it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.17it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.69it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.69it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.10it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.10it/s, loss=0.039, pair=52.312, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.76it/s, loss=0.039, pair=52.312, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.76it/s, loss=0.028, pair=31.016, adv=3.538, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:10,  6.15it/s, loss=0.028, pair=31.016, adv=3.538, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:10,  6.15it/s, loss=0.034, pair=27.000, adv=3.494, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:03<00:10,  5.66it/s, loss=0.034, pair=27.000, adv=3.494, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.66it/s, loss=0.029, pair=22.047, adv=3.549, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.05it/s, loss=0.029, pair=22.047, adv=3.549, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.05it/s, loss=0.036, pair=49.250, adv=3.518, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.71it/s, loss=0.036, pair=49.250, adv=3.518, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.71it/s, loss=0.027, pair=16.016, adv=3.514, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.09it/s, loss=0.027, pair=16.016, adv=3.514, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.09it/s, loss=0.042, pair=9.500, adv=3.454, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:10,  5.62it/s, loss=0.042, pair=9.500, adv=3.454, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:10,  5.62it/s, loss=0.030, pair=2.324, adv=3.443, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:09,  6.05it/s, loss=0.030, pair=2.324, adv=3.443, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:09,  6.05it/s, loss=0.034, pair=6.980, adv=3.445, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:04<00:09,  5.71it/s, loss=0.034, pair=6.980, adv=3.445, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.71it/s, loss=0.028, pair=13.891, adv=3.532, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.13it/s, loss=0.028, pair=13.891, adv=3.532, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.13it/s, loss=0.034, pair=12.602, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.82it/s, loss=0.034, pair=12.602, adv=3.449, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.82it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.20it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.20it/s, loss=0.038, pair=21.609, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.89it/s, loss=0.038, pair=21.609, adv=3.457, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.89it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:07,  6.28it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:07,  6.28it/s, loss=0.043, pair=32.438, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:05<00:08,  5.98it/s, loss=0.043, pair=32.438, adv=3.465, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.98it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.35it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.35it/s, loss=0.039, pair=21.500, adv=3.525, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  6.01it/s, loss=0.039, pair=21.500, adv=3.525, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  6.01it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.38it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.38it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.97it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.97it/s, loss=0.034, pair=12.781, adv=3.459, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:06,  6.33it/s, loss=0.034, pair=12.781, adv=3.459, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:06,  6.33it/s, loss=0.043, pair=12.672, adv=3.435, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:06<00:07,  5.90it/s, loss=0.043, pair=12.672, adv=3.435, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.90it/s, loss=0.031, pair=11.359, adv=3.514, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.28it/s, loss=0.031, pair=11.359, adv=3.514, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.28it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.76it/s, loss=0.037, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.76it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.16it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.16it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.67it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.67it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.10it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.10it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:07<00:06,  5.61it/s, loss=0.036, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.61it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.02it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.02it/s, loss=0.035, pair=50.000, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.70it/s, loss=0.035, pair=50.000, adv=3.484, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.70it/s, loss=0.031, pair=21.188, adv=3.494, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.11it/s, loss=0.031, pair=21.188, adv=3.494, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.11it/s, loss=0.035, pair=35.562, adv=3.480, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.53it/s, loss=0.035, pair=35.562, adv=3.480, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.53it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  5.98it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  5.98it/s, loss=0.147, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:08<00:05,  5.65it/s, loss=0.147, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.65it/s, loss=0.027, pair=5.633, adv=3.501, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.08it/s, loss=0.027, pair=5.633, adv=3.501, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.08it/s, loss=0.042, pair=18.656, adv=3.448, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:05,  5.78it/s, loss=0.042, pair=18.656, adv=3.448, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:05,  5.78it/s, loss=0.029, pair=11.891, adv=3.528, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.17it/s, loss=0.029, pair=11.891, adv=3.528, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.17it/s, loss=0.030, pair=10.000, adv=3.534, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.64it/s, loss=0.030, pair=10.000, adv=3.534, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.64it/s, loss=0.027, pair=27.312, adv=3.441, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.05it/s, loss=0.027, pair=27.312, adv=3.441, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.05it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.67it/s, loss=0.035, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.67it/s, loss=0.029, pair=19.828, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.09it/s, loss=0.029, pair=19.828, adv=3.470, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.09it/s, loss=0.032, pair=28.109, adv=3.445, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.76it/s, loss=0.032, pair=28.109, adv=3.445, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.76it/s, loss=0.033, pair=37.812, adv=3.469, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.14it/s, loss=0.033, pair=37.812, adv=3.469, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.14it/s, loss=0.033, pair=25.094, adv=3.502, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.75it/s, loss=0.033, pair=25.094, adv=3.502, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.75it/s, loss=0.030, pair=28.797, adv=3.496, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.16it/s, loss=0.030, pair=28.797, adv=3.496, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.16it/s, loss=0.032, pair=26.656, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.76it/s, loss=0.032, pair=26.656, adv=3.497, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.76it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.16it/s, loss=0.033, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.16it/s, loss=0.154, pair=34.688, adv=3.528, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.98it/s, loss=0.154, pair=34.688, adv=3.528, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.98it/s, loss=0.033, pair=5.434, adv=3.441, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.34it/s, loss=0.033, pair=5.434, adv=3.441, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.34it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.91it/s, loss=0.028, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.91it/s, loss=0.030, pair=16.281, adv=3.507, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.26it/s, loss=0.030, pair=16.281, adv=3.507, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.26it/s, loss=0.027, pair=22.281, adv=3.491, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:11<00:02,  6.00it/s, loss=0.027, pair=22.281, adv=3.491, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  6.00it/s, loss=0.028, pair=16.156, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.36it/s, loss=0.028, pair=16.156, adv=3.486, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.36it/s, loss=0.151, pair=57.188, adv=3.526, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.87it/s, loss=0.151, pair=57.188, adv=3.526, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.87it/s, loss=0.027, pair=25.391, adv=3.517, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.26it/s, loss=0.027, pair=25.391, adv=3.517, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.26it/s, loss=0.037, pair=22.578, adv=3.492, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.86it/s, loss=0.037, pair=22.578, adv=3.492, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.86it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.23it/s, loss=0.029, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.23it/s, loss=0.028, pair=33.406, adv=3.548, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:12<00:01,  5.92it/s, loss=0.028, pair=33.406, adv=3.548, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.92it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.29it/s, loss=0.030, pair=0.000, adv=0.000, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.29it/s, loss=0.040, pair=1.013, adv=3.524, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.74it/s, loss=0.040, pair=1.013, adv=3.524, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.74it/s, loss=0.027, pair=26.812, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.14it/s, loss=0.027, pair=26.812, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.14it/s, loss=0.028, pair=31.047, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.80it/s, loss=0.028, pair=31.047, adv=3.499, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.80it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.19it/s, loss=0.031, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.19it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:13<00:00,  5.74it/s, loss=0.032, pair=0.000, adv=0.000, sprd=0.001
Ep 011/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.74it/s, loss=0.030, pair=46.531, adv=3.523, sprd=0.00
Ep 011/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.13it/s, loss=0.030, pair=46.531, adv=3.523, sprd=0.00
                                                                                                              
Epoch 011/60 [S1→S2:ramp]  loss=0.0468  mat=0.2314  sens=17.3966  pair=16.6844  adv=2.4470(rand=3.37)  deg=0.0150  orth=0.0045  spread=0.0006  q_mean=50.9  q_std=22.5  α=0.10 β=0.00 γ=1.00 λ_grl=0.600  lr=9.36e-05  74s

Ep 012/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 012/60 [S1→S2:ramp]:   0%|         | 0/444 [00:00<?, ?it/s, loss=0.544, pair=15.922, adv=3.446, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   0%| | 1/444 [00:00<02:42,  2.72it/s, loss=0.544, pair=15.922, adv=3.446, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   0%| | 1/444 [00:00<02:42,  2.72it/s, loss=2.022, pair=65.312, adv=3.471, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:42,  4.32it/s, loss=2.022, pair=65.312, adv=3.471, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:42,  4.32it/s, loss=0.512, pair=11.859, adv=3.464, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:36,  4.57it/s, loss=0.512, pair=11.859, adv=3.464, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:36,  4.57it/s, loss=0.558, pair=16.469, adv=3.429, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 4/444 [00:00<01:22,  5.36it/s, loss=0.558, pair=16.469, adv=3.429, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%|  | 4/444 [00:01<01:22,  5.36it/s, loss=0.301, pair=7.637, adv=3.431, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:28,  4.96it/s, loss=0.301, pair=7.637, adv=3.431, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:28,  4.96it/s, loss=0.080, pair=0.137, adv=3.445, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:19,  5.54it/s, loss=0.080, pair=0.137, adv=3.445, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:19,  5.54it/s, loss=0.178, pair=3.262, adv=3.423, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:22,  5.28it/s, loss=0.178, pair=3.262, adv=3.423, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 7/444 [00:01<01:22,  5.28it/s, loss=0.852, pair=26.203, adv=3.482, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 8/444 [00:01<01:15,  5.80it/s, loss=0.852, pair=26.203, adv=3.482, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 8/444 [00:01<01:15,  5.80it/s, loss=1.236, pair=38.812, adv=3.526, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   2%| | 9/444 [00:01<01:18,  5.51it/s, loss=1.236, pair=38.812, adv=3.526, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   2%| | 9/444 [00:01<01:18,  5.51it/s, loss=1.616, pair=51.562, adv=3.486, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:12,  5.95it/s, loss=1.616, pair=51.562, adv=3.486, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   2%| | 10/444 [00:02<01:12,  5.95it/s, loss=0.138, pair=2.168, adv=3.470, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:15,  5.72it/s, loss=0.138, pair=2.168, adv=3.470, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:15,  5.72it/s, loss=1.666, pair=52.750, adv=3.491, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:10,  6.12it/s, loss=1.666, pair=52.750, adv=3.491, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:10,  6.12it/s, loss=1.080, pair=33.500, adv=3.479, sprd=0.000
Ep 012/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:15,  5.72it/s, loss=1.080, pair=33.500, adv=3.479, sprd=0.000
Ep 012/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:15,  5.72it/s, loss=0.343, pair=8.898, adv=3.497, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:10,  6.13it/s, loss=0.343, pair=8.898, adv=3.497, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:10,  6.13it/s, loss=0.429, pair=11.656, adv=3.519, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.82it/s, loss=0.429, pair=11.656, adv=3.519, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.82it/s, loss=1.273, pair=39.750, adv=3.533, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:08,  6.21it/s, loss=1.273, pair=39.750, adv=3.533, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 16/444 [00:03<01:08,  6.21it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:14,  5.72it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:14,  5.72it/s, loss=0.441, pair=11.469, adv=3.506, sprd=0.003
Ep 012/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:09,  6.12it/s, loss=0.441, pair=11.469, adv=3.506, sprd=0.003
Ep 012/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:09,  6.12it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:13,  5.81it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:13,  5.81it/s, loss=0.946, pair=28.859, adv=3.455, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.18it/s, loss=0.946, pair=28.859, adv=3.455, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.18it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.88it/s, loss=0.049, pair=0.000, adv=0.000, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.88it/s, loss=0.843, pair=25.609, adv=3.474, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:07,  6.23it/s, loss=0.843, pair=25.609, adv=3.474, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 22/444 [00:04<01:07,  6.23it/s, loss=1.091, pair=29.203, adv=3.466, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:11,  5.88it/s, loss=1.091, pair=29.203, adv=3.466, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:11,  5.88it/s, loss=1.022, pair=31.062, adv=3.467, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=1.022, pair=31.062, adv=3.467, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:07,  6.21it/s, loss=1.270, pair=39.438, adv=3.440, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.86it/s, loss=1.270, pair=39.438, adv=3.440, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.86it/s, loss=0.438, pair=12.016, adv=3.497, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.19it/s, loss=0.438, pair=12.016, adv=3.497, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.19it/s, loss=0.949, pair=28.688, adv=3.456, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:11,  5.82it/s, loss=0.949, pair=28.688, adv=3.456, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:11,  5.82it/s, loss=1.377, pair=42.969, adv=3.481, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:07,  6.17it/s, loss=1.377, pair=42.969, adv=3.481, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 28/444 [00:05<01:07,  6.17it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:12,  5.75it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:12,  5.75it/s, loss=1.105, pair=34.000, adv=3.458, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:07,  6.13it/s, loss=1.105, pair=34.000, adv=3.458, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:07,  6.13it/s, loss=1.457, pair=44.938, adv=3.523, sprd=0.003
Ep 012/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:10,  5.87it/s, loss=1.457, pair=44.938, adv=3.523, sprd=0.003
Ep 012/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:10,  5.87it/s, loss=0.410, pair=9.133, adv=3.487, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.23it/s, loss=0.410, pair=9.133, adv=3.487, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.23it/s, loss=0.493, pair=11.445, adv=3.462, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.81it/s, loss=0.493, pair=11.445, adv=3.462, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.81it/s, loss=0.533, pair=14.359, adv=3.494, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:06,  6.18it/s, loss=0.533, pair=14.359, adv=3.494, sprd=0.004
Ep 012/60 [S1→S2:ramp]:   8%| | 34/444 [00:06<01:06,  6.18it/s, loss=0.838, pair=22.766, adv=3.496, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.86it/s, loss=0.838, pair=22.766, adv=3.496, sprd=0.006
Ep 012/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.86it/s, loss=1.510, pair=44.469, adv=3.502, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.21it/s, loss=1.510, pair=44.469, adv=3.502, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.21it/s, loss=1.369, pair=39.531, adv=3.419, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:08,  5.92it/s, loss=1.369, pair=39.531, adv=3.419, sprd=0.007
Ep 012/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:08,  5.92it/s, loss=0.184, pair=1.200, adv=3.468, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:04,  6.25it/s, loss=0.184, pair=1.200, adv=3.468, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:04,  6.25it/s, loss=0.497, pair=9.656, adv=3.497, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:09,  5.86it/s, loss=0.497, pair=9.656, adv=3.497, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:09,  5.86it/s, loss=1.007, pair=28.203, adv=3.516, sprd=0.009
Ep 012/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:05,  6.21it/s, loss=1.007, pair=28.203, adv=3.516, sprd=0.009
Ep 012/60 [S1→S2:ramp]:   9%| | 40/444 [00:07<01:05,  6.21it/s, loss=0.239, pair=0.919, adv=3.473, sprd=0.011]
Ep 012/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.79it/s, loss=0.239, pair=0.919, adv=3.473, sprd=0.011]
Ep 012/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.79it/s, loss=0.439, pair=9.469, adv=3.482, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.17it/s, loss=0.439, pair=9.469, adv=3.482, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.17it/s, loss=0.402, pair=4.949, adv=3.495, sprd=0.006]
Ep 012/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:08,  5.86it/s, loss=0.402, pair=4.949, adv=3.495, sprd=0.006]
Ep 012/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:08,  5.86it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=0.900, pair=25.406, adv=3.513, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.88it/s, loss=0.900, pair=25.406, adv=3.513, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.88it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:03,  6.27it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  10%| | 46/444 [00:08<01:03,  6.27it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:06,  6.01it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:06,  6.01it/s, loss=0.124, pair=0.481, adv=3.479, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:02,  6.34it/s, loss=0.124, pair=0.481, adv=3.479, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:02,  6.34it/s, loss=0.807, pair=21.312, adv=3.476, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:06,  5.95it/s, loss=0.807, pair=21.312, adv=3.476, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:06,  5.95it/s, loss=0.508, pair=13.812, adv=3.506, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:02,  6.31it/s, loss=0.508, pair=13.812, adv=3.506, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:02,  6.31it/s, loss=0.239, pair=0.000, adv=0.000, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:05,  6.01it/s, loss=0.239, pair=0.000, adv=0.000, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:05,  6.01it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:01,  6.35it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  12%| | 52/444 [00:09<01:01,  6.35it/s, loss=0.751, pair=21.688, adv=3.492, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:04,  6.04it/s, loss=0.751, pair=21.688, adv=3.492, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:04,  6.04it/s, loss=0.391, pair=9.180, adv=3.468, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:01,  6.38it/s, loss=0.391, pair=9.180, adv=3.468, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:01,  6.38it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:04,  6.04it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:04,  6.04it/s, loss=0.340, pair=8.266, adv=3.502, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:01,  6.36it/s, loss=0.340, pair=8.266, adv=3.502, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:01,  6.36it/s, loss=0.637, pair=18.062, adv=3.521, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:03,  6.06it/s, loss=0.637, pair=18.062, adv=3.521, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:03,  6.06it/s, loss=1.015, pair=31.172, adv=3.458, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:00,  6.38it/s, loss=1.015, pair=31.172, adv=3.458, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:10<01:00,  6.38it/s, loss=1.349, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.86it/s, loss=1.349, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.86it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.23it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.23it/s, loss=1.057, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:06,  5.79it/s, loss=1.057, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:06,  5.79it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.19it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.19it/s, loss=0.283, pair=6.000, adv=3.445, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:06,  5.71it/s, loss=0.283, pair=6.000, adv=3.445, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:06,  5.71it/s, loss=0.890, pair=26.609, adv=3.449, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:02,  6.09it/s, loss=0.890, pair=26.609, adv=3.449, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:11<01:02,  6.09it/s, loss=0.676, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:05,  5.75it/s, loss=0.676, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:05,  5.75it/s, loss=0.370, pair=9.359, adv=3.443, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:01,  6.13it/s, loss=0.370, pair=9.359, adv=3.443, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:01,  6.13it/s, loss=0.822, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.77it/s, loss=0.822, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.77it/s, loss=0.326, pair=6.262, adv=3.441, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.14it/s, loss=0.326, pair=6.262, adv=3.441, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.14it/s, loss=1.189, pair=1.013, adv=3.457, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:03,  5.86it/s, loss=1.189, pair=1.013, adv=3.457, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:03,  5.86it/s, loss=0.823, pair=23.297, adv=3.459, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<00:59,  6.24it/s, loss=0.823, pair=23.297, adv=3.459, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:12<00:59,  6.24it/s, loss=1.455, pair=44.156, adv=3.395, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:03,  5.91it/s, loss=1.455, pair=44.156, adv=3.395, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:03,  5.91it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<00:59,  6.27it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<00:59,  6.27it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.88it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.88it/s, loss=0.664, pair=18.828, adv=3.444, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.23it/s, loss=0.664, pair=18.828, adv=3.444, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.23it/s, loss=0.668, pair=16.281, adv=3.471, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:02,  5.91it/s, loss=0.668, pair=16.281, adv=3.471, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:02,  5.91it/s, loss=1.213, pair=36.375, adv=3.455, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:58,  6.28it/s, loss=1.213, pair=36.375, adv=3.455, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:13<00:58,  6.28it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:02,  5.91it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:02,  5.91it/s, loss=0.971, pair=27.453, adv=3.450, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:58,  6.26it/s, loss=0.971, pair=27.453, adv=3.450, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:58,  6.26it/s, loss=0.756, pair=20.406, adv=3.504, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.87it/s, loss=0.756, pair=20.406, adv=3.504, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.87it/s, loss=0.271, pair=4.824, adv=3.494, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.25it/s, loss=0.271, pair=4.824, adv=3.494, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.25it/s, loss=0.556, pair=10.422, adv=3.487, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:01,  5.92it/s, loss=0.556, pair=10.422, adv=3.487, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:01,  5.92it/s, loss=0.402, pair=8.469, adv=3.442, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:57,  6.28it/s, loss=0.402, pair=8.469, adv=3.442, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:57,  6.28it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:13<01:00,  5.93it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:00,  5.93it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.28it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.005]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.28it/s, loss=0.539, pair=13.516, adv=3.463, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.93it/s, loss=0.539, pair=13.516, adv=3.463, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.93it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:56,  6.29it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:56,  6.29it/s, loss=0.466, pair=10.328, adv=3.472, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:00,  5.86it/s, loss=0.466, pair=10.328, adv=3.472, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:00,  5.86it/s, loss=0.714, pair=19.438, adv=3.451, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.22it/s, loss=0.714, pair=19.438, adv=3.451, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.22it/s, loss=0.208, pair=1.075, adv=3.496, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:14<01:00,  5.83it/s, loss=0.208, pair=1.075, adv=3.496, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:00,  5.83it/s, loss=0.815, pair=23.469, adv=3.443, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.18it/s, loss=0.815, pair=23.469, adv=3.443, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.18it/s, loss=0.509, pair=13.453, adv=3.442, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.75it/s, loss=0.509, pair=13.453, adv=3.442, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.75it/s, loss=0.532, pair=13.953, adv=3.467, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.11it/s, loss=0.532, pair=13.953, adv=3.467, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.11it/s, loss=0.727, pair=20.766, adv=3.444, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:02,  5.65it/s, loss=0.727, pair=20.766, adv=3.444, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:02,  5.65it/s, loss=0.506, pair=12.609, adv=3.438, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:57,  6.06it/s, loss=0.506, pair=12.609, adv=3.438, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:57,  6.06it/s, loss=0.633, pair=16.734, adv=3.435, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.65it/s, loss=0.633, pair=16.734, adv=3.435, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.65it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:57,  6.05it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:57,  6.05it/s, loss=0.494, pair=12.180, adv=3.479, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:02,  5.58it/s, loss=0.494, pair=12.180, adv=3.479, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:02,  5.58it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:57,  5.99it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:57,  5.99it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<01:00,  5.68it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<01:00,  5.68it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:56,  6.08it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:56,  6.08it/s, loss=0.155, pair=2.137, adv=3.458, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:59,  5.76it/s, loss=0.155, pair=2.137, adv=3.458, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:59,  5.76it/s, loss=0.921, pair=27.203, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.13it/s, loss=0.921, pair=27.203, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.13it/s, loss=0.319, pair=7.121, adv=3.410, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:59,  5.73it/s, loss=0.319, pair=7.121, adv=3.410, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:59,  5.73it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:55,  6.14it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:55,  6.14it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:59,  5.71it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:59,  5.71it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:55,  6.06it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:55,  6.06it/s, loss=0.687, pair=19.469, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:59,  5.64it/s, loss=0.687, pair=19.469, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:59,  5.64it/s, loss=0.849, pair=24.984, adv=3.467, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:55,  6.02it/s, loss=0.849, pair=24.984, adv=3.467, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:55,  6.02it/s, loss=1.193, pair=36.688, adv=3.472, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<01:00,  5.53it/s, loss=1.193, pair=36.688, adv=3.472, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<01:00,  5.53it/s, loss=0.471, pair=12.359, adv=3.464, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:56,  5.92it/s, loss=0.471, pair=12.359, adv=3.464, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:56,  5.92it/s, loss=0.204, pair=3.855, adv=3.476, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:59,  5.59it/s, loss=0.204, pair=3.855, adv=3.476, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:59,  5.59it/s, loss=0.314, pair=7.512, adv=3.438, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:55,  6.01it/s, loss=0.314, pair=7.512, adv=3.438, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:55,  6.01it/s, loss=0.774, pair=22.828, adv=3.442, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:57,  5.75it/s, loss=0.774, pair=22.828, adv=3.442, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:57,  5.75it/s, loss=0.236, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.15it/s, loss=0.236, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.15it/s, loss=1.021, pair=30.984, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:58,  5.65it/s, loss=1.021, pair=30.984, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:58,  5.65it/s, loss=0.488, pair=12.953, adv=3.446, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:54,  6.06it/s, loss=0.488, pair=12.953, adv=3.446, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:54,  6.06it/s, loss=0.847, pair=25.094, adv=3.402, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:57,  5.71it/s, loss=0.847, pair=25.094, adv=3.402, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:57,  5.71it/s, loss=0.739, pair=21.719, adv=3.455, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:53,  6.12it/s, loss=0.739, pair=21.719, adv=3.455, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:53,  6.12it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:57,  5.68it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:57,  5.68it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:53,  6.03it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:53,  6.03it/s, loss=0.282, pair=6.219, adv=3.419, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:56,  5.71it/s, loss=0.282, pair=6.219, adv=3.419, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:56,  5.71it/s, loss=0.576, pair=14.406, adv=3.444, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:53,  6.03it/s, loss=0.576, pair=14.406, adv=3.444, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:53,  6.03it/s, loss=1.157, pair=35.344, adv=3.510, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.76it/s, loss=1.157, pair=35.344, adv=3.510, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.76it/s, loss=0.621, pair=17.688, adv=3.475, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:52,  6.12it/s, loss=0.621, pair=17.688, adv=3.475, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:52,  6.12it/s, loss=1.015, pair=29.062, adv=3.442, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.83it/s, loss=1.015, pair=29.062, adv=3.442, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.83it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.20it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.20it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:53,  5.88it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:53,  5.88it/s, loss=0.204, pair=3.230, adv=3.467, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:50,  6.25it/s, loss=0.204, pair=3.230, adv=3.467, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:50,  6.25it/s, loss=0.103, pair=0.044, adv=3.487, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.76it/s, loss=0.103, pair=0.044, adv=3.487, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.76it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:51,  6.15it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:51,  6.15it/s, loss=0.503, pair=13.328, adv=3.441, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:53,  5.81it/s, loss=0.503, pair=13.328, adv=3.441, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:53,  5.81it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.20it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.20it/s, loss=0.636, pair=16.547, adv=3.482, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.85it/s, loss=0.636, pair=16.547, adv=3.482, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.85it/s, loss=0.432, pair=11.633, adv=3.474, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.19it/s, loss=0.432, pair=11.633, adv=3.474, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.19it/s, loss=0.767, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:52,  5.89it/s, loss=0.767, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:52,  5.89it/s, loss=0.301, pair=6.918, adv=3.412, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:49,  6.26it/s, loss=0.301, pair=6.918, adv=3.412, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:49,  6.26it/s, loss=0.419, pair=10.859, adv=3.438, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.83it/s, loss=0.419, pair=10.859, adv=3.438, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.83it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.21it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.21it/s, loss=0.399, pair=10.141, adv=3.402, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.83it/s, loss=0.399, pair=10.141, adv=3.402, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.83it/s, loss=0.668, pair=19.578, adv=3.525, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.18it/s, loss=0.668, pair=19.578, adv=3.525, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.18it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.90it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.90it/s, loss=0.815, pair=24.125, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.27it/s, loss=0.815, pair=24.125, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.27it/s, loss=0.245, pair=5.082, adv=3.462, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:50,  5.99it/s, loss=0.245, pair=5.082, adv=3.462, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:50,  5.99it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.18it/s, loss=0.064, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.18it/s, loss=1.121, pair=34.031, adv=3.416, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:53,  5.56it/s, loss=1.121, pair=34.031, adv=3.416, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:53,  5.56it/s, loss=0.610, pair=17.594, adv=3.475, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:49,  5.99it/s, loss=0.610, pair=17.594, adv=3.475, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:49,  5.99it/s, loss=1.277, pair=39.625, adv=3.453, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:52,  5.60it/s, loss=1.277, pair=39.625, adv=3.453, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:52,  5.60it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:49,  5.94it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:49,  5.94it/s, loss=0.338, pair=8.320, adv=3.485, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:53,  5.51it/s, loss=0.338, pair=8.320, adv=3.485, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:53,  5.51it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:50,  5.81it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:50,  5.81it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:52,  5.54it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:52,  5.54it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:50,  5.81it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:50,  5.81it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:52,  5.56it/s, loss=0.056, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:26<00:52,  5.56it/s, loss=1.004, pair=30.250, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:48,  5.93it/s, loss=1.004, pair=30.250, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:48,  5.93it/s, loss=0.518, pair=13.531, adv=3.466, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:50,  5.69it/s, loss=0.518, pair=13.531, adv=3.466, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:50,  5.69it/s, loss=0.168, pair=1.450, adv=3.457, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:47,  6.02it/s, loss=0.168, pair=1.450, adv=3.457, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:47,  6.02it/s, loss=0.493, pair=13.297, adv=3.471, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:50,  5.64it/s, loss=0.493, pair=13.297, adv=3.471, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:50,  5.64it/s, loss=0.507, pair=14.219, adv=3.474, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:47,  6.02it/s, loss=0.507, pair=14.219, adv=3.474, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:47,  6.02it/s, loss=0.581, pair=16.062, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:51,  5.58it/s, loss=0.581, pair=16.062, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:27<00:51,  5.58it/s, loss=0.938, pair=27.047, adv=3.471, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:48,  5.91it/s, loss=0.938, pair=27.047, adv=3.471, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:48,  5.91it/s, loss=0.623, pair=14.109, adv=3.454, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:50,  5.56it/s, loss=0.623, pair=14.109, adv=3.454, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:50,  5.56it/s, loss=0.159, pair=2.262, adv=3.489, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:48,  5.79it/s, loss=0.159, pair=2.262, adv=3.489, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:48,  5.79it/s, loss=0.527, pair=10.555, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:51,  5.44it/s, loss=0.527, pair=10.555, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:51,  5.44it/s, loss=0.200, pair=2.199, adv=3.486, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:48,  5.77it/s, loss=0.200, pair=2.199, adv=3.486, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:48,  5.77it/s, loss=0.975, pair=28.984, adv=3.462, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:52,  5.27it/s, loss=0.975, pair=28.984, adv=3.462, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:28<00:52,  5.27it/s, loss=0.440, pair=11.008, adv=3.441, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:49,  5.56it/s, loss=0.440, pair=11.008, adv=3.441, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:49,  5.56it/s, loss=0.722, pair=17.266, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:54,  5.13it/s, loss=0.722, pair=17.266, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:54,  5.13it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:50,  5.48it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:50,  5.48it/s, loss=0.767, pair=20.531, adv=3.461, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:52,  5.21it/s, loss=0.767, pair=20.531, adv=3.461, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:52,  5.21it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:49,  5.59it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:29<00:49,  5.59it/s, loss=0.728, pair=14.844, adv=3.466, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:29<00:51,  5.28it/s, loss=0.728, pair=14.844, adv=3.466, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:29<00:51,  5.28it/s, loss=0.242, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:48,  5.64it/s, loss=0.242, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:48,  5.64it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:49,  5.44it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:49,  5.44it/s, loss=1.260, pair=38.469, adv=3.445, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:46,  5.84it/s, loss=1.260, pair=38.469, adv=3.445, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:46,  5.84it/s, loss=0.598, pair=15.859, adv=3.491, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:48,  5.59it/s, loss=0.598, pair=15.859, adv=3.491, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:48,  5.59it/s, loss=0.631, pair=17.891, adv=3.404, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:46,  5.82it/s, loss=0.631, pair=17.891, adv=3.404, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:30<00:46,  5.82it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:30<00:49,  5.37it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:30<00:49,  5.37it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:46,  5.73it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:46,  5.73it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:50,  5.29it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:50,  5.29it/s, loss=0.508, pair=13.062, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:45,  5.77it/s, loss=0.508, pair=13.062, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:45,  5.77it/s, loss=0.748, pair=20.594, adv=3.534, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:47,  5.55it/s, loss=0.748, pair=20.594, adv=3.534, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:31<00:47,  5.55it/s, loss=0.863, pair=23.406, adv=3.406, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:31<00:44,  5.91it/s, loss=0.863, pair=23.406, adv=3.406, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:31<00:44,  5.91it/s, loss=0.757, pair=20.188, adv=3.506, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:31<00:46,  5.65it/s, loss=0.757, pair=20.188, adv=3.506, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:31<00:46,  5.65it/s, loss=0.390, pair=8.406, adv=3.425, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:42,  6.06it/s, loss=0.390, pair=8.406, adv=3.425, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:42,  6.06it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:45,  5.70it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:45,  5.70it/s, loss=0.497, pair=10.984, adv=3.469, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:42,  6.01it/s, loss=0.497, pair=10.984, adv=3.469, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:42,  6.01it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:47,  5.41it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:32<00:47,  5.41it/s, loss=0.724, pair=21.000, adv=3.472, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:32<00:45,  5.68it/s, loss=0.724, pair=21.000, adv=3.472, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:32<00:45,  5.68it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:32<00:46,  5.43it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:32<00:46,  5.43it/s, loss=0.564, pair=15.188, adv=3.435, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:44,  5.68it/s, loss=0.564, pair=15.188, adv=3.435, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:44,  5.68it/s, loss=0.208, pair=2.918, adv=3.406, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:47,  5.29it/s, loss=0.208, pair=2.918, adv=3.406, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:47,  5.29it/s, loss=0.336, pair=7.309, adv=3.499, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:44,  5.66it/s, loss=0.336, pair=7.309, adv=3.499, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:33<00:44,  5.66it/s, loss=0.186, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:33<00:49,  5.10it/s, loss=0.186, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:33<00:49,  5.10it/s, loss=0.458, pair=11.859, adv=3.455, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:33<00:46,  5.40it/s, loss=0.458, pair=11.859, adv=3.455, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:33<00:46,  5.40it/s, loss=0.546, pair=13.109, adv=3.477, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:33<00:51,  4.81it/s, loss=0.546, pair=13.109, adv=3.477, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:33<00:51,  4.81it/s, loss=0.891, pair=26.578, adv=3.526, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:46,  5.36it/s, loss=0.891, pair=26.578, adv=3.526, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:46,  5.36it/s, loss=0.487, pair=11.391, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:47,  5.24it/s, loss=0.487, pair=11.391, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:47,  5.24it/s, loss=0.378, pair=7.051, adv=3.469, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:43,  5.69it/s, loss=0.378, pair=7.051, adv=3.469, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:34<00:43,  5.69it/s, loss=1.154, pair=30.812, adv=3.428, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:34<00:44,  5.50it/s, loss=1.154, pair=30.812, adv=3.428, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:34<00:44,  5.50it/s, loss=0.538, pair=12.484, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:34<00:41,  5.95it/s, loss=0.538, pair=12.484, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:34<00:41,  5.95it/s, loss=0.636, pair=16.703, adv=3.486, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:34<00:42,  5.73it/s, loss=0.636, pair=16.703, adv=3.486, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:34<00:42,  5.73it/s, loss=1.343, pair=38.875, adv=3.429, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:39,  6.14it/s, loss=1.343, pair=38.875, adv=3.429, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:39,  6.14it/s, loss=0.751, pair=18.672, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:40,  5.92it/s, loss=0.751, pair=18.672, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:40,  5.92it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.29it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:35<00:38,  6.29it/s, loss=0.631, pair=16.641, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:35<00:41,  5.70it/s, loss=0.631, pair=16.641, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:35<00:41,  5.70it/s, loss=0.780, pair=22.359, adv=3.490, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:35<00:38,  6.11it/s, loss=0.780, pair=22.359, adv=3.490, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:35<00:38,  6.11it/s, loss=0.377, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:35<00:41,  5.72it/s, loss=0.377, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:35<00:41,  5.72it/s, loss=0.564, pair=14.953, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:38,  6.10it/s, loss=0.564, pair=14.953, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:38,  6.10it/s, loss=0.447, pair=9.797, adv=3.416, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:41,  5.73it/s, loss=0.447, pair=9.797, adv=3.416, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:41,  5.73it/s, loss=0.371, pair=8.703, adv=3.470, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.13it/s, loss=0.371, pair=8.703, adv=3.470, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:36<00:38,  6.13it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:36<00:39,  5.89it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:36<00:39,  5.89it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:36<00:36,  6.28it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:36<00:36,  6.28it/s, loss=1.326, pair=39.000, adv=3.494, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:36<00:38,  5.94it/s, loss=1.326, pair=39.000, adv=3.494, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:36<00:38,  5.94it/s, loss=0.440, pair=10.734, adv=3.422, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:36,  6.27it/s, loss=0.440, pair=10.734, adv=3.422, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:36,  6.27it/s, loss=0.218, pair=0.778, adv=3.503, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:38,  5.93it/s, loss=0.218, pair=0.778, adv=3.503, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:38,  5.93it/s, loss=0.119, pair=0.513, adv=3.461, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.29it/s, loss=0.119, pair=0.513, adv=3.461, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:37<00:36,  6.29it/s, loss=0.939, pair=27.500, adv=3.514, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:37<00:38,  5.96it/s, loss=0.939, pair=27.500, adv=3.514, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:37<00:38,  5.96it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:37<00:35,  6.32it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:37<00:35,  6.32it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:37<00:37,  5.93it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:37<00:37,  5.93it/s, loss=1.440, pair=44.188, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:35,  6.29it/s, loss=1.440, pair=44.188, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:35,  6.29it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:37,  5.92it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:37,  5.92it/s, loss=0.788, pair=22.031, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.28it/s, loss=0.788, pair=22.031, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:38<00:35,  6.28it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:38<00:37,  5.93it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:38<00:37,  5.93it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:38<00:34,  6.30it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:38<00:34,  6.30it/s, loss=0.651, pair=17.875, adv=3.434, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:38<00:36,  5.97it/s, loss=0.651, pair=17.875, adv=3.434, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:38<00:36,  5.97it/s, loss=0.710, pair=19.734, adv=3.441, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:34,  6.29it/s, loss=0.710, pair=19.734, adv=3.441, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:34,  6.29it/s, loss=0.583, pair=0.000, adv=0.000, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:36,  5.88it/s, loss=0.583, pair=0.000, adv=0.000, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:36,  5.88it/s, loss=0.321, pair=5.418, adv=3.414, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.25it/s, loss=0.321, pair=5.418, adv=3.414, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:39<00:34,  6.25it/s, loss=1.074, pair=32.062, adv=3.382, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:39<00:36,  5.83it/s, loss=1.074, pair=32.062, adv=3.382, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:39<00:36,  5.83it/s, loss=0.477, pair=12.898, adv=3.413, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:39<00:34,  6.20it/s, loss=0.477, pair=12.898, adv=3.413, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:39<00:34,  6.20it/s, loss=0.669, pair=15.234, adv=3.417, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:39<00:36,  5.80it/s, loss=0.669, pair=15.234, adv=3.417, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:39<00:36,  5.80it/s, loss=1.081, pair=31.797, adv=3.436, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:34,  6.15it/s, loss=1.081, pair=31.797, adv=3.436, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:34,  6.15it/s, loss=0.573, pair=15.016, adv=3.386, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.71it/s, loss=0.573, pair=15.016, adv=3.386, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.71it/s, loss=0.121, pair=0.606, adv=3.454, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:34,  6.10it/s, loss=0.121, pair=0.606, adv=3.454, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:40<00:34,  6.10it/s, loss=0.895, pair=26.359, adv=3.410, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:40<00:35,  5.81it/s, loss=0.895, pair=26.359, adv=3.410, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:40<00:35,  5.81it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:40<00:33,  6.19it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:40<00:33,  6.19it/s, loss=0.312, pair=6.727, adv=3.433, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:40<00:35,  5.76it/s, loss=0.312, pair=6.727, adv=3.433, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:40<00:35,  5.76it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.14it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.14it/s, loss=0.287, pair=2.324, adv=3.431, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.72it/s, loss=0.287, pair=2.324, adv=3.431, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.72it/s, loss=0.554, pair=14.953, adv=3.400, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.10it/s, loss=0.554, pair=14.953, adv=3.400, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:41<00:33,  6.10it/s, loss=0.493, pair=12.852, adv=3.462, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:41<00:35,  5.69it/s, loss=0.493, pair=12.852, adv=3.462, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:41<00:35,  5.69it/s, loss=0.431, pair=10.828, adv=3.406, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:41<00:33,  6.11it/s, loss=0.431, pair=10.828, adv=3.406, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:41<00:33,  6.11it/s, loss=0.895, pair=13.703, adv=3.458, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:41<00:35,  5.64it/s, loss=0.895, pair=13.703, adv=3.458, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:41<00:35,  5.64it/s, loss=0.735, pair=20.141, adv=3.403, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.06it/s, loss=0.735, pair=20.141, adv=3.403, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.06it/s, loss=0.745, pair=12.375, adv=3.461, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:35,  5.60it/s, loss=0.745, pair=12.375, adv=3.461, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:35,  5.60it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.03it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:42<00:32,  6.03it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:42<00:34,  5.72it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:42<00:34,  5.72it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:42<00:32,  6.11it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:42<00:32,  6.11it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:42<00:33,  5.75it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:42<00:33,  5.75it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.16it/s, loss=0.061, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.16it/s, loss=0.515, pair=13.594, adv=3.444, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:33,  5.71it/s, loss=0.515, pair=13.594, adv=3.444, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:33,  5.71it/s, loss=0.326, pair=1.896, adv=3.431, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.09it/s, loss=0.326, pair=1.896, adv=3.431, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:43<00:31,  6.09it/s, loss=1.087, pair=32.875, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:43<00:32,  5.80it/s, loss=1.087, pair=32.875, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:43<00:32,  5.80it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:43<00:30,  6.18it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:43<00:30,  6.18it/s, loss=0.788, pair=21.516, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:43<00:33,  5.62it/s, loss=0.788, pair=21.516, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:43<00:33,  5.62it/s, loss=0.550, pair=14.422, adv=3.426, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:31,  6.04it/s, loss=0.550, pair=14.422, adv=3.426, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:31,  6.04it/s, loss=0.248, pair=2.949, adv=3.459, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:32,  5.74it/s, loss=0.248, pair=2.949, adv=3.459, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:32,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:30,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:44<00:30,  6.13it/s, loss=1.035, pair=30.797, adv=3.433, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:44<00:31,  5.87it/s, loss=1.035, pair=30.797, adv=3.433, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:44<00:31,  5.87it/s, loss=0.682, pair=18.734, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:44<00:29,  6.23it/s, loss=0.682, pair=18.734, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:44<00:29,  6.23it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:44<00:30,  5.91it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:44<00:30,  5.91it/s, loss=0.463, pair=11.828, adv=3.497, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.24it/s, loss=0.463, pair=11.828, adv=3.497, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.24it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.94it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.94it/s, loss=1.662, pair=51.125, adv=3.400, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.28it/s, loss=1.662, pair=51.125, adv=3.400, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:45<00:28,  6.28it/s, loss=0.583, pair=15.703, adv=3.445, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:45<00:30,  5.81it/s, loss=0.583, pair=15.703, adv=3.445, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:45<00:30,  5.81it/s, loss=0.889, pair=26.391, adv=3.399, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:45<00:28,  6.20it/s, loss=0.889, pair=26.391, adv=3.399, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:45<00:28,  6.20it/s, loss=0.893, pair=24.922, adv=3.439, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:45<00:29,  5.94it/s, loss=0.893, pair=24.922, adv=3.439, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:45<00:29,  5.94it/s, loss=1.263, pair=39.188, adv=3.424, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.26it/s, loss=1.263, pair=39.188, adv=3.424, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.26it/s, loss=0.707, pair=20.250, adv=3.403, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:29,  5.89it/s, loss=0.707, pair=20.250, adv=3.403, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:29,  5.89it/s, loss=0.821, pair=24.625, adv=3.453, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:27,  6.23it/s, loss=0.821, pair=24.625, adv=3.453, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:46<00:27,  6.23it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:46<00:29,  5.94it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:46<00:29,  5.94it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:46<00:27,  6.30it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:46<00:27,  6.30it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:46<00:30,  5.62it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:46<00:30,  5.62it/s, loss=0.602, pair=14.219, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:28,  6.04it/s, loss=0.602, pair=14.219, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:28,  6.04it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.191, pair=3.637, adv=3.415, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.15it/s, loss=0.191, pair=3.637, adv=3.415, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:47<00:27,  6.15it/s, loss=0.326, pair=7.980, adv=3.464, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:47<00:29,  5.66it/s, loss=0.326, pair=7.980, adv=3.464, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:47<00:29,  5.66it/s, loss=1.625, pair=51.562, adv=3.443, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:47<00:27,  6.07it/s, loss=1.625, pair=51.562, adv=3.443, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:47<00:27,  6.07it/s, loss=0.782, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:47<00:29,  5.65it/s, loss=0.782, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:47<00:29,  5.65it/s, loss=0.498, pair=13.969, adv=3.416, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:27,  6.04it/s, loss=0.498, pair=13.969, adv=3.416, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:27,  6.04it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.81it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.81it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.18it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:48<00:26,  6.18it/s, loss=0.377, pair=8.641, adv=3.401, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:48<00:27,  5.78it/s, loss=0.377, pair=8.641, adv=3.401, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:48<00:27,  5.78it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:48<00:26,  6.14it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:48<00:26,  6.14it/s, loss=0.417, pair=10.328, adv=3.407, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:48<00:27,  5.69it/s, loss=0.417, pair=10.328, adv=3.407, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:48<00:27,  5.69it/s, loss=0.935, pair=28.203, adv=3.421, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:25,  6.09it/s, loss=0.935, pair=28.203, adv=3.421, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:25,  6.09it/s, loss=0.421, pair=10.234, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.73it/s, loss=0.421, pair=10.234, adv=3.456, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.73it/s, loss=1.041, pair=29.859, adv=3.432, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.11it/s, loss=1.041, pair=29.859, adv=3.432, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:49<00:25,  6.11it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:49<00:26,  5.80it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:49<00:26,  5.80it/s, loss=0.469, pair=12.312, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:49<00:24,  6.18it/s, loss=0.469, pair=12.312, adv=3.447, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:49<00:24,  6.18it/s, loss=0.156, pair=1.763, adv=3.463, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:49<00:26,  5.74it/s, loss=0.156, pair=1.763, adv=3.463, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:49<00:26,  5.74it/s, loss=0.435, pair=10.172, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:24,  6.12it/s, loss=0.435, pair=10.172, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:24,  6.12it/s, loss=0.575, pair=11.578, adv=3.459, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:26,  5.66it/s, loss=0.575, pair=11.578, adv=3.459, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:50<00:26,  5.66it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:50<00:24,  6.06it/s, loss=0.055, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:50<00:24,  6.06it/s, loss=0.124, pair=0.763, adv=3.430, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:50<00:25,  5.83it/s, loss=0.124, pair=0.763, adv=3.430, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:50<00:25,  5.83it/s, loss=0.396, pair=9.359, adv=3.456, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:50<00:23,  6.20it/s, loss=0.396, pair=9.359, adv=3.456, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:50<00:23,  6.20it/s, loss=0.124, pair=0.825, adv=3.464, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:50<00:24,  5.93it/s, loss=0.124, pair=0.825, adv=3.464, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:50<00:24,  5.93it/s, loss=0.189, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.29it/s, loss=0.189, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.29it/s, loss=0.689, pair=19.766, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:24,  5.94it/s, loss=0.689, pair=19.766, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:24,  5.94it/s, loss=0.785, pair=23.344, adv=3.423, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:22,  6.27it/s, loss=0.785, pair=23.344, adv=3.423, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:51<00:22,  6.27it/s, loss=0.229, pair=4.355, adv=3.480, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:51<00:24,  5.84it/s, loss=0.229, pair=4.355, adv=3.480, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:51<00:24,  5.84it/s, loss=0.454, pair=10.875, adv=3.415, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:51<00:22,  6.18it/s, loss=0.454, pair=10.875, adv=3.415, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:51<00:22,  6.18it/s, loss=0.252, pair=4.824, adv=3.435, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:51<00:24,  5.82it/s, loss=0.252, pair=4.824, adv=3.435, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:51<00:24,  5.82it/s, loss=0.518, pair=14.156, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:22,  6.20it/s, loss=0.518, pair=14.156, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:22,  6.20it/s, loss=0.169, pair=1.794, adv=3.439, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.84it/s, loss=0.169, pair=1.794, adv=3.439, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.84it/s, loss=0.325, pair=7.445, adv=3.443, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.21it/s, loss=0.325, pair=7.445, adv=3.443, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:52<00:22,  6.21it/s, loss=1.032, pair=27.219, adv=3.413, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:52<00:23,  5.88it/s, loss=1.032, pair=27.219, adv=3.413, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:52<00:23,  5.88it/s, loss=0.689, pair=19.453, adv=3.437, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:52<00:21,  6.23it/s, loss=0.689, pair=19.453, adv=3.437, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:52<00:21,  6.23it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:52<00:23,  5.75it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:52<00:23,  5.75it/s, loss=0.444, pair=11.219, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:21,  6.13it/s, loss=0.444, pair=11.219, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:21,  6.13it/s, loss=1.037, pair=31.109, adv=3.492, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.71it/s, loss=1.037, pair=31.109, adv=3.492, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.71it/s, loss=0.650, pair=17.984, adv=3.434, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.09it/s, loss=0.650, pair=17.984, adv=3.434, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:53<00:21,  6.09it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:53<00:22,  5.81it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:53<00:22,  5.81it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:53<00:20,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:53<00:20,  6.20it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:53<00:22,  5.80it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:53<00:22,  5.80it/s, loss=0.114, pair=0.763, adv=3.379, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.18it/s, loss=0.114, pair=0.763, adv=3.379, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.18it/s, loss=0.523, pair=13.891, adv=3.416, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.79it/s, loss=0.523, pair=13.891, adv=3.416, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.79it/s, loss=0.162, pair=2.168, adv=3.468, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.15it/s, loss=0.162, pair=2.168, adv=3.468, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:54<00:20,  6.15it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:54<00:21,  5.86it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:54<00:21,  5.86it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:54<00:19,  6.23it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:54<00:19,  6.23it/s, loss=2.010, pair=14.953, adv=3.460, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:54<00:20,  5.89it/s, loss=2.010, pair=14.953, adv=3.460, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:54<00:20,  5.89it/s, loss=0.486, pair=13.062, adv=3.468, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.24it/s, loss=0.486, pair=13.062, adv=3.468, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.24it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:21,  5.74it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:21,  5.74it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.11it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:55<00:19,  6.11it/s, loss=0.154, pair=1.825, adv=3.403, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:55<00:20,  5.81it/s, loss=0.154, pair=1.825, adv=3.403, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:55<00:20,  5.81it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:55<00:19,  6.19it/s, loss=0.053, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:55<00:19,  6.19it/s, loss=0.352, pair=3.176, adv=3.407, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:55<00:20,  5.84it/s, loss=0.352, pair=3.176, adv=3.407, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:55<00:20,  5.84it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.19it/s, loss=0.054, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.19it/s, loss=0.246, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:20,  5.71it/s, loss=0.246, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:56<00:20,  5.71it/s, loss=1.056, pair=32.406, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:56<00:18,  6.09it/s, loss=1.056, pair=32.406, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:56<00:18,  6.09it/s, loss=1.824, pair=57.656, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:56<00:19,  5.67it/s, loss=1.824, pair=57.656, adv=3.473, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:56<00:19,  5.67it/s, loss=0.850, pair=25.453, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:56<00:18,  6.06it/s, loss=0.850, pair=25.453, adv=3.427, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:56<00:18,  6.06it/s, loss=0.323, pair=7.688, adv=3.415, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:56<00:19,  5.81it/s, loss=0.323, pair=7.688, adv=3.415, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:56<00:19,  5.81it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.19it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.19it/s, loss=0.353, pair=7.809, adv=3.462, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.91it/s, loss=0.353, pair=7.809, adv=3.462, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.91it/s, loss=0.951, pair=29.016, adv=3.460, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.27it/s, loss=0.951, pair=29.016, adv=3.460, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:57<00:17,  6.27it/s, loss=0.705, pair=20.891, adv=3.469, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:57<00:18,  5.94it/s, loss=0.705, pair=20.891, adv=3.469, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:57<00:18,  5.94it/s, loss=0.532, pair=14.812, adv=3.377, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:57<00:16,  6.28it/s, loss=0.532, pair=14.812, adv=3.377, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:57<00:16,  6.28it/s, loss=0.923, pair=27.484, adv=3.438, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:57<00:17,  5.87it/s, loss=0.923, pair=27.484, adv=3.438, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:57<00:17,  5.87it/s, loss=0.239, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.25it/s, loss=0.239, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.25it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.89it/s, loss=0.058, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.89it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.26it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:58<00:16,  6.26it/s, loss=0.702, pair=19.359, adv=3.429, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:58<00:17,  5.77it/s, loss=0.702, pair=19.359, adv=3.429, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:58<00:17,  5.77it/s, loss=0.156, pair=2.168, adv=3.418, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:58<00:16,  6.16it/s, loss=0.156, pair=2.168, adv=3.418, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:58<00:16,  6.16it/s, loss=1.547, pair=48.438, adv=3.484, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:58<00:17,  5.71it/s, loss=1.547, pair=48.438, adv=3.484, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:58<00:17,  5.71it/s, loss=0.128, pair=1.335, adv=3.452, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:16,  6.10it/s, loss=0.128, pair=1.335, adv=3.452, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:16,  6.10it/s, loss=0.667, pair=18.891, adv=3.444, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.77it/s, loss=0.667, pair=18.891, adv=3.444, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:59<00:16,  5.77it/s, loss=1.279, pair=39.656, adv=3.453, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:59<00:15,  6.16it/s, loss=1.279, pair=39.656, adv=3.453, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:59<00:15,  6.16it/s, loss=0.613, pair=16.734, adv=3.449, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:59<00:16,  5.75it/s, loss=0.613, pair=16.734, adv=3.449, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:59<00:16,  5.75it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:59<00:15,  6.15it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:59<00:15,  6.15it/s, loss=0.365, pair=8.352, adv=3.456, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:59<00:16,  5.61it/s, loss=0.365, pair=8.352, adv=3.456, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:59<00:16,  5.61it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:15,  6.04it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:15,  6.04it/s, loss=0.394, pair=6.898, adv=3.468, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:16,  5.45it/s, loss=0.394, pair=6.898, adv=3.468, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  80%|▊| 353/444 [01:00<00:16,  5.45it/s, loss=1.127, pair=34.312, adv=3.429, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  80%|▊| 354/444 [01:00<00:15,  5.87it/s, loss=1.127, pair=34.312, adv=3.429, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  80%|▊| 354/444 [01:00<00:15,  5.87it/s, loss=0.492, pair=8.172, adv=3.491, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  80%|▊| 355/444 [01:00<00:15,  5.69it/s, loss=0.492, pair=8.172, adv=3.491, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  80%|▊| 355/444 [01:00<00:15,  5.69it/s, loss=0.612, pair=16.703, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  80%|▊| 356/444 [01:00<00:14,  6.08it/s, loss=0.612, pair=16.703, adv=3.414, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  80%|▊| 356/444 [01:00<00:14,  6.08it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  80%|▊| 357/444 [01:00<00:15,  5.62it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  80%|▊| 357/444 [01:00<00:15,  5.62it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:14,  6.04it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:14,  6.04it/s, loss=0.307, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.75it/s, loss=0.307, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:01<00:14,  5.75it/s, loss=1.103, pair=33.000, adv=3.482, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:01<00:13,  6.12it/s, loss=1.103, pair=33.000, adv=3.482, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:01<00:13,  6.12it/s, loss=1.747, pair=13.953, adv=3.491, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:01<00:14,  5.88it/s, loss=1.747, pair=13.953, adv=3.491, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:01<00:14,  5.88it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:01<00:13,  6.23it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:01<00:13,  6.23it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:01<00:13,  5.89it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:01<00:13,  5.89it/s, loss=0.142, pair=0.638, adv=3.503, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:12,  6.26it/s, loss=0.142, pair=0.638, adv=3.503, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:12,  6.26it/s, loss=0.269, pair=1.450, adv=3.388, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.90it/s, loss=0.269, pair=1.450, adv=3.388, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:02<00:13,  5.90it/s, loss=0.848, pair=24.641, adv=3.487, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:02<00:12,  6.24it/s, loss=0.848, pair=24.641, adv=3.487, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:02<00:12,  6.24it/s, loss=0.642, pair=17.250, adv=3.476, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:02<00:13,  5.90it/s, loss=0.642, pair=17.250, adv=3.476, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:02<00:13,  5.90it/s, loss=0.663, pair=18.422, adv=3.465, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:02<00:12,  6.25it/s, loss=0.663, pair=18.422, adv=3.465, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:02<00:12,  6.25it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:02<00:13,  5.77it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:02<00:13,  5.77it/s, loss=0.663, pair=8.078, adv=3.433, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.14it/s, loss=0.663, pair=8.078, adv=3.433, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.14it/s, loss=0.320, pair=6.527, adv=3.449, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.85it/s, loss=0.320, pair=6.527, adv=3.449, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:03<00:12,  5.85it/s, loss=0.395, pair=9.562, adv=3.529, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:03<00:11,  6.21it/s, loss=0.395, pair=9.562, adv=3.529, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:03<00:11,  6.21it/s, loss=0.196, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:03<00:11,  5.93it/s, loss=0.196, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:03<00:11,  5.93it/s, loss=0.510, pair=13.703, adv=3.413, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:03<00:11,  6.27it/s, loss=0.510, pair=13.703, adv=3.413, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:03<00:11,  6.27it/s, loss=0.517, pair=13.516, adv=3.442, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:03<00:11,  5.87it/s, loss=0.517, pair=13.516, adv=3.442, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:03<00:11,  5.87it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:10,  6.25it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:10,  6.25it/s, loss=1.548, pair=47.062, adv=3.452, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.92it/s, loss=1.548, pair=47.062, adv=3.452, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:04<00:11,  5.92it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:04<00:10,  6.29it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:04<00:10,  6.29it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:04<00:11,  5.90it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:04<00:11,  5.90it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:04<00:10,  6.27it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:04<00:10,  6.27it/s, loss=0.345, pair=2.246, adv=3.504, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:04<00:10,  5.91it/s, loss=0.345, pair=2.246, adv=3.504, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:04<00:10,  5.91it/s, loss=0.301, pair=6.844, adv=3.427, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:09,  6.27it/s, loss=0.301, pair=6.844, adv=3.427, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:09,  6.27it/s, loss=0.528, pair=14.141, adv=3.443, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.78it/s, loss=0.528, pair=14.141, adv=3.443, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:05<00:10,  5.78it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:05<00:09,  6.18it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:05<00:09,  6.18it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:05<00:10,  5.64it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:05<00:10,  5.64it/s, loss=0.867, pair=25.422, adv=3.493, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:05<00:09,  6.04it/s, loss=0.867, pair=25.422, adv=3.493, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:05<00:09,  6.04it/s, loss=0.570, pair=12.773, adv=3.402, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:05<00:10,  5.56it/s, loss=0.570, pair=12.773, adv=3.402, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:05<00:10,  5.56it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:09,  5.99it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:09,  5.99it/s, loss=0.253, pair=5.496, adv=3.491, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.52it/s, loss=0.253, pair=5.496, adv=3.491, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:06<00:09,  5.52it/s, loss=1.549, pair=46.156, adv=3.434, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:06<00:09,  5.96it/s, loss=1.549, pair=46.156, adv=3.434, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:06<00:09,  5.96it/s, loss=1.019, pair=29.953, adv=3.436, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:06<00:09,  5.63it/s, loss=1.019, pair=29.953, adv=3.436, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:06<00:09,  5.63it/s, loss=0.359, pair=8.516, adv=3.497, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:06<00:08,  6.01it/s, loss=0.359, pair=8.516, adv=3.497, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:06<00:08,  6.01it/s, loss=0.489, pair=13.125, adv=3.450, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:06<00:08,  5.82it/s, loss=0.489, pair=13.125, adv=3.450, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:06<00:08,  5.82it/s, loss=0.129, pair=0.294, adv=3.449, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.18it/s, loss=0.129, pair=0.294, adv=3.449, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.18it/s, loss=0.500, pair=12.953, adv=3.479, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.72it/s, loss=0.500, pair=12.953, adv=3.479, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:07<00:08,  5.72it/s, loss=0.751, pair=21.703, adv=3.489, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:07<00:07,  6.10it/s, loss=0.751, pair=21.703, adv=3.489, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:07<00:07,  6.10it/s, loss=0.828, pair=24.234, adv=3.430, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:07<00:08,  5.76it/s, loss=0.828, pair=24.234, adv=3.430, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:07<00:08,  5.76it/s, loss=0.606, pair=16.219, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:07<00:07,  6.13it/s, loss=0.606, pair=16.219, adv=3.470, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:07<00:07,  6.13it/s, loss=0.495, pair=13.172, adv=3.527, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:07<00:07,  5.71it/s, loss=0.495, pair=13.172, adv=3.527, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:07<00:07,  5.71it/s, loss=0.513, pair=13.688, adv=3.458, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.09it/s, loss=0.513, pair=13.688, adv=3.458, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.09it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.78it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:08<00:07,  5.78it/s, loss=0.910, pair=26.891, adv=3.450, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:08<00:06,  6.17it/s, loss=0.910, pair=26.891, adv=3.450, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:08<00:06,  6.17it/s, loss=0.283, pair=2.105, adv=3.419, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:08<00:07,  5.64it/s, loss=0.283, pair=2.105, adv=3.419, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:08<00:07,  5.64it/s, loss=0.632, pair=17.250, adv=3.431, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:08<00:06,  6.06it/s, loss=0.632, pair=17.250, adv=3.431, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:08<00:06,  6.06it/s, loss=0.333, pair=7.012, adv=3.446, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:08<00:06,  5.78it/s, loss=0.333, pair=7.012, adv=3.446, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:08<00:06,  5.78it/s, loss=0.151, pair=1.450, adv=3.471, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.15it/s, loss=0.151, pair=1.450, adv=3.471, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.15it/s, loss=0.687, pair=19.172, adv=3.492, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.78it/s, loss=0.687, pair=19.172, adv=3.492, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:09<00:06,  5.78it/s, loss=0.625, pair=16.672, adv=3.466, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:09<00:05,  6.17it/s, loss=0.625, pair=16.672, adv=3.466, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:09<00:05,  6.17it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:09<00:06,  5.66it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:09<00:06,  5.66it/s, loss=0.140, pair=0.419, adv=3.476, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:09<00:05,  6.05it/s, loss=0.140, pair=0.419, adv=3.476, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:09<00:05,  6.05it/s, loss=0.776, pair=17.328, adv=3.499, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:09<00:05,  5.73it/s, loss=0.776, pair=17.328, adv=3.499, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:09<00:05,  5.73it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.14it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.14it/s, loss=0.511, pair=13.031, adv=3.432, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.83it/s, loss=0.511, pair=13.031, adv=3.432, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:10<00:05,  5.83it/s, loss=0.637, pair=17.734, adv=3.515, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:10<00:04,  6.19it/s, loss=0.637, pair=17.734, adv=3.515, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:10<00:04,  6.19it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:10<00:05,  5.74it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:10<00:05,  5.74it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:10<00:04,  6.14it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:10<00:04,  6.14it/s, loss=0.690, pair=19.359, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:10<00:04,  5.86it/s, loss=0.690, pair=19.359, adv=3.451, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:10<00:04,  5.86it/s, loss=0.474, pair=12.141, adv=3.487, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.21it/s, loss=0.474, pair=12.141, adv=3.487, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.21it/s, loss=0.504, pair=13.234, adv=3.480, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.89it/s, loss=0.504, pair=13.234, adv=3.480, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:11<00:04,  5.89it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:11<00:03,  6.25it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:11<00:03,  6.25it/s, loss=0.513, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:11<00:03,  5.92it/s, loss=0.513, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:11<00:03,  5.92it/s, loss=0.477, pair=12.594, adv=3.448, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:11<00:03,  6.26it/s, loss=0.477, pair=12.594, adv=3.448, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:11<00:03,  6.26it/s, loss=0.490, pair=12.859, adv=3.487, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:11<00:03,  5.76it/s, loss=0.490, pair=12.859, adv=3.487, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:11<00:03,  5.76it/s, loss=0.881, pair=26.156, adv=3.450, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.16it/s, loss=0.881, pair=26.156, adv=3.450, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.16it/s, loss=0.811, pair=13.711, adv=3.484, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.85it/s, loss=0.811, pair=13.711, adv=3.484, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:12<00:03,  5.85it/s, loss=1.059, pair=1.716, adv=3.477, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:12<00:02,  6.25it/s, loss=1.059, pair=1.716, adv=3.477, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:12<00:02,  6.25it/s, loss=0.118, pair=0.325, adv=3.463, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:12<00:02,  5.96it/s, loss=0.118, pair=0.325, adv=3.463, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:12<00:02,  5.96it/s, loss=0.273, pair=5.887, adv=3.480, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:12<00:02,  6.32it/s, loss=0.273, pair=5.887, adv=3.480, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:12<00:02,  6.32it/s, loss=0.549, pair=10.469, adv=3.386, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:12<00:02,  6.05it/s, loss=0.549, pair=10.469, adv=3.386, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:12<00:02,  6.05it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.40it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.40it/s, loss=0.750, pair=21.047, adv=3.463, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.94it/s, loss=0.750, pair=21.047, adv=3.463, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:13<00:02,  5.94it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:13<00:01,  6.31it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:13<00:01,  6.31it/s, loss=0.839, pair=24.609, adv=3.426, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:13<00:01,  5.92it/s, loss=0.839, pair=24.609, adv=3.426, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:13<00:01,  5.92it/s, loss=0.248, pair=4.949, adv=3.453, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:13<00:01,  6.29it/s, loss=0.248, pair=4.949, adv=3.453, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:13<00:01,  6.29it/s, loss=1.358, pair=34.188, adv=3.474, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:13<00:01,  5.95it/s, loss=1.358, pair=34.188, adv=3.474, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:13<00:01,  5.95it/s, loss=0.371, pair=8.648, adv=3.444, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.31it/s, loss=0.371, pair=8.648, adv=3.444, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.31it/s, loss=0.414, pair=9.516, adv=3.395, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.89it/s, loss=0.414, pair=9.516, adv=3.395, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:14<00:01,  5.89it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:14<00:00,  6.27it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:14<00:00,  6.27it/s, loss=1.458, pair=41.406, adv=3.464, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:14<00:00,  6.02it/s, loss=1.458, pair=41.406, adv=3.464, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:14<00:00,  6.02it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:14<00:00,  6.38it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:14<00:00,  6.38it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:14<00:00,  5.91it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:14<00:00,  5.91it/s, loss=0.506, pair=11.547, adv=3.496, sprd=0.00
Ep 012/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.29it/s, loss=0.506, pair=11.547, adv=3.496, sprd=0.00
Ep 012/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.29it/s, loss=0.246, pair=4.668, adv=3.460, sprd=0.004
Ep 012/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.93it/s, loss=0.246, pair=4.668, adv=3.460, sprd=0.004
Ep 012/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:15<00:00,  5.93it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.003
Ep 012/60 [S1→S2:ramp]: 100%|█| 444/444 [01:15<00:00,  6.30it/s, loss=0.057, pair=0.000, adv=0.000, sprd=0.003
                                                                                                              
Epoch 012/60 [S1→S2:ramp]  loss=0.5016  mat=0.2095  sens=12.7612  pair=12.0513  adv=2.4283(rand=3.37)  deg=0.0337  orth=0.0318  spread=0.0033  q_mean=51.3  q_std=19.3  α=0.12 β=0.03 γ=0.96 λ_grl=0.600  lr=9.23e-05  75s

Ep 013/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 013/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=0.754, pair=9.547, adv=3.427, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:28,  2.99it/s, loss=0.754, pair=9.547, adv=3.427, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   0%| | 1/444 [00:00<02:28,  2.99it/s, loss=2.536, pair=40.219, adv=3.457, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:36,  4.57it/s, loss=2.536, pair=40.219, adv=3.457, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:36,  4.57it/s, loss=0.882, pair=12.664, adv=3.493, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:32,  4.77it/s, loss=0.882, pair=12.664, adv=3.493, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:32,  4.77it/s, loss=0.243, pair=2.043, adv=3.482, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:19,  5.51it/s, loss=0.243, pair=2.043, adv=3.482, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%|  | 4/444 [00:01<01:19,  5.51it/s, loss=0.349, pair=3.559, adv=3.458, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:23,  5.26it/s, loss=0.349, pair=3.559, adv=3.458, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:23,  5.26it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:15,  5.82it/s, loss=0.063, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:15,  5.82it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:18,  5.56it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:18,  5.56it/s, loss=0.195, pair=1.106, adv=3.473, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:12,  6.01it/s, loss=0.195, pair=1.106, adv=3.473, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   2%| | 8/444 [00:01<01:12,  6.01it/s, loss=1.632, pair=25.062, adv=3.470, sprd=0.002]
Ep 013/60 [S1→S2:ramp]:   2%| | 9/444 [00:01<01:15,  5.75it/s, loss=1.632, pair=25.062, adv=3.470, sprd=0.002]
Ep 013/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.75it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.16it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   2%| | 10/444 [00:02<01:10,  6.16it/s, loss=1.106, pair=15.859, adv=3.482, sprd=0.002
Ep 013/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:14,  5.79it/s, loss=1.106, pair=15.859, adv=3.482, sprd=0.002
Ep 013/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:14,  5.79it/s, loss=1.428, pair=21.797, adv=3.420, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:10,  6.17it/s, loss=1.428, pair=21.797, adv=3.420, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:10,  6.17it/s, loss=0.468, pair=5.105, adv=3.462, sprd=0.002]
Ep 013/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:15,  5.73it/s, loss=0.468, pair=5.105, adv=3.462, sprd=0.002]
Ep 013/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:15,  5.73it/s, loss=1.717, pair=26.453, adv=3.478, sprd=0.002
Ep 013/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:10,  6.14it/s, loss=1.717, pair=26.453, adv=3.478, sprd=0.002
Ep 013/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:10,  6.14it/s, loss=0.215, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:15,  5.71it/s, loss=0.215, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:15,  5.71it/s, loss=1.962, pair=30.672, adv=3.427, sprd=0.002
Ep 013/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:09,  6.13it/s, loss=1.962, pair=30.672, adv=3.427, sprd=0.002
Ep 013/60 [S1→S2:ramp]:   4%| | 16/444 [00:03<01:09,  6.13it/s, loss=0.852, pair=10.891, adv=3.487, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:13,  5.82it/s, loss=0.852, pair=10.891, adv=3.487, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:13,  5.82it/s, loss=2.888, pair=45.875, adv=3.472, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.19it/s, loss=2.888, pair=45.875, adv=3.472, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.19it/s, loss=1.359, pair=20.422, adv=3.410, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:11,  5.91it/s, loss=1.359, pair=20.422, adv=3.410, sprd=0.003
Ep 013/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:11,  5.91it/s, loss=0.343, pair=3.605, adv=3.383, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:07,  6.26it/s, loss=0.343, pair=3.605, adv=3.383, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:07,  6.26it/s, loss=2.116, pair=25.047, adv=3.453, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:12,  5.87it/s, loss=2.116, pair=25.047, adv=3.453, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:12,  5.87it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:07,  6.24it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   5%| | 22/444 [00:04<01:07,  6.24it/s, loss=1.065, pair=15.406, adv=3.474, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:11,  5.86it/s, loss=1.065, pair=15.406, adv=3.474, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:11,  5.86it/s, loss=0.219, pair=1.185, adv=3.410, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:07,  6.23it/s, loss=0.219, pair=1.185, adv=3.410, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:07,  6.23it/s, loss=0.457, pair=4.637, adv=3.467, sprd=0.006]
Ep 013/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:12,  5.82it/s, loss=0.457, pair=4.637, adv=3.467, sprd=0.006]
Ep 013/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:12,  5.82it/s, loss=1.260, pair=18.609, adv=3.489, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.19it/s, loss=1.260, pair=18.609, adv=3.489, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.19it/s, loss=0.733, pair=4.184, adv=3.475, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:12,  5.73it/s, loss=0.733, pair=4.184, adv=3.475, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:12,  5.73it/s, loss=0.675, pair=8.891, adv=3.461, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:08,  6.11it/s, loss=0.675, pair=8.891, adv=3.461, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   6%| | 28/444 [00:05<01:08,  6.11it/s, loss=0.206, pair=1.005, adv=3.464, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:13,  5.67it/s, loss=0.206, pair=1.005, adv=3.464, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:13,  5.67it/s, loss=1.030, pair=14.797, adv=3.499, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:08,  6.08it/s, loss=1.030, pair=14.797, adv=3.499, sprd=0.004
Ep 013/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:08,  6.08it/s, loss=1.226, pair=17.953, adv=3.452, sprd=0.005
Ep 013/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:10,  5.82it/s, loss=1.226, pair=17.953, adv=3.452, sprd=0.005
Ep 013/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:10,  5.82it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.20it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.20it/s, loss=0.842, pair=11.148, adv=3.434, sprd=0.006
Ep 013/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.79it/s, loss=0.842, pair=11.148, adv=3.434, sprd=0.006
Ep 013/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.79it/s, loss=0.265, pair=1.419, adv=3.389, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:06,  6.17it/s, loss=0.265, pair=1.419, adv=3.389, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   8%| | 34/444 [00:06<01:06,  6.17it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.006]
Ep 013/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:10,  5.77it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.006]
Ep 013/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:10,  5.77it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:06,  6.16it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:06,  6.16it/s, loss=0.694, pair=7.422, adv=3.438, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.85it/s, loss=0.694, pair=7.422, adv=3.438, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.85it/s, loss=0.954, pair=13.047, adv=3.499, sprd=0.007
Ep 013/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.23it/s, loss=0.954, pair=13.047, adv=3.499, sprd=0.007
Ep 013/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.23it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:10,  5.77it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:10,  5.77it/s, loss=0.729, pair=9.727, adv=3.413, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:05,  6.17it/s, loss=0.729, pair=9.727, adv=3.413, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   9%| | 40/444 [00:07<01:05,  6.17it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:10,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:10,  5.74it/s, loss=0.145, pair=0.200, adv=3.458, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.14it/s, loss=0.145, pair=0.200, adv=3.458, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.14it/s, loss=0.506, pair=0.685, adv=3.461, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:10,  5.71it/s, loss=0.506, pair=0.685, adv=3.461, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:10,  5.71it/s, loss=0.790, pair=10.953, adv=3.486, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:05,  6.09it/s, loss=0.790, pair=10.953, adv=3.486, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:05,  6.09it/s, loss=1.244, pair=17.859, adv=3.438, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:08,  5.87it/s, loss=1.244, pair=17.859, adv=3.438, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:08,  5.87it/s, loss=0.405, pair=4.480, adv=3.459, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:03,  6.22it/s, loss=0.405, pair=4.480, adv=3.459, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  10%| | 46/444 [00:08<01:03,  6.22it/s, loss=1.721, pair=26.172, adv=3.454, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:10,  5.66it/s, loss=1.721, pair=26.172, adv=3.454, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:10,  5.66it/s, loss=0.330, pair=3.246, adv=3.496, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:05,  6.04it/s, loss=0.330, pair=3.246, adv=3.496, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:05,  6.04it/s, loss=0.345, pair=2.387, adv=3.448, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:10,  5.61it/s, loss=0.345, pair=2.387, adv=3.448, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:10,  5.61it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:05,  6.03it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:05,  6.03it/s, loss=2.858, pair=45.000, adv=3.380, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:09,  5.63it/s, loss=2.858, pair=45.000, adv=3.380, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:09,  5.63it/s, loss=1.030, pair=14.734, adv=3.447, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:05,  6.02it/s, loss=1.030, pair=14.734, adv=3.447, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  12%| | 52/444 [00:09<01:05,  6.02it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:09,  5.65it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:09,  5.65it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:04,  6.08it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:04,  6.08it/s, loss=1.363, pair=13.562, adv=3.451, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:07,  5.72it/s, loss=1.363, pair=13.562, adv=3.451, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:07,  5.72it/s, loss=0.611, pair=7.793, adv=3.504, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:03,  6.10it/s, loss=0.611, pair=7.793, adv=3.504, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:03,  6.10it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:06,  5.82it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:06,  5.82it/s, loss=0.521, pair=6.449, adv=3.393, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:02,  6.17it/s, loss=0.521, pair=6.449, adv=3.393, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:10<01:02,  6.17it/s, loss=0.471, pair=4.996, adv=3.476, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.85it/s, loss=0.471, pair=4.996, adv=3.476, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.85it/s, loss=0.394, pair=4.418, adv=3.471, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.394, pair=4.418, adv=3.471, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.21it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:05,  5.83it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:05,  5.83it/s, loss=1.546, pair=23.453, adv=3.463, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.19it/s, loss=1.546, pair=23.453, adv=3.463, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.19it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:07,  5.62it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:07,  5.62it/s, loss=0.360, pair=3.777, adv=3.483, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:03,  6.01it/s, loss=0.360, pair=3.777, adv=3.483, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:11<01:03,  6.01it/s, loss=1.017, pair=12.742, adv=3.421, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:07,  5.64it/s, loss=1.017, pair=12.742, adv=3.421, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:07,  5.64it/s, loss=1.334, pair=19.984, adv=3.438, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.03it/s, loss=1.334, pair=19.984, adv=3.438, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.03it/s, loss=0.928, pair=13.086, adv=3.486, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:04,  5.80it/s, loss=0.928, pair=13.086, adv=3.486, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:04,  5.80it/s, loss=0.810, pair=11.016, adv=3.503, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.16it/s, loss=0.810, pair=11.016, adv=3.503, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.16it/s, loss=0.194, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.74it/s, loss=0.194, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.74it/s, loss=1.181, pair=17.625, adv=3.496, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:01,  6.12it/s, loss=1.181, pair=17.625, adv=3.496, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:12<01:01,  6.12it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:04,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:04,  5.78it/s, loss=0.336, pair=3.082, adv=3.429, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.16it/s, loss=0.336, pair=3.082, adv=3.429, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.16it/s, loss=0.223, pair=1.527, adv=3.484, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.74it/s, loss=0.223, pair=1.527, adv=3.484, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.74it/s, loss=1.939, pair=29.984, adv=3.490, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.13it/s, loss=1.939, pair=29.984, adv=3.490, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.13it/s, loss=0.342, pair=3.434, adv=3.459, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:05,  5.65it/s, loss=0.342, pair=3.434, adv=3.459, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:05,  5.65it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<01:00,  6.09it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:13<01:00,  6.09it/s, loss=0.787, pair=10.688, adv=3.420, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:04,  5.72it/s, loss=0.787, pair=10.688, adv=3.420, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:04,  5.72it/s, loss=0.817, pair=11.578, adv=3.474, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<01:00,  6.09it/s, loss=0.817, pair=11.578, adv=3.474, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<01:00,  6.09it/s, loss=1.043, pair=14.922, adv=3.484, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:04,  5.67it/s, loss=1.043, pair=14.922, adv=3.484, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:04,  5.67it/s, loss=0.244, pair=1.794, adv=3.464, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<01:00,  6.06it/s, loss=0.244, pair=1.794, adv=3.464, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<01:00,  6.06it/s, loss=0.910, pair=12.758, adv=3.454, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:04,  5.65it/s, loss=0.910, pair=12.758, adv=3.454, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:04,  5.65it/s, loss=0.258, pair=1.554, adv=3.418, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:59,  6.06it/s, loss=0.258, pair=1.554, adv=3.418, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:14<00:59,  6.06it/s, loss=0.126, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:03,  5.67it/s, loss=0.126, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:03,  5.67it/s, loss=1.018, pair=14.477, adv=3.451, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:59,  6.09it/s, loss=1.018, pair=14.477, adv=3.451, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:59,  6.09it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:02,  5.75it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:02,  5.75it/s, loss=0.618, pair=7.918, adv=3.481, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:58,  6.13it/s, loss=0.618, pair=7.918, adv=3.481, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:58,  6.13it/s, loss=0.270, pair=1.887, adv=3.483, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=0.270, pair=1.887, adv=3.483, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:56,  6.25it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:15<00:56,  6.25it/s, loss=0.330, pair=2.824, adv=3.498, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.80it/s, loss=0.330, pair=2.824, adv=3.498, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.80it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.18it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.18it/s, loss=0.250, pair=0.145, adv=3.474, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:00,  5.83it/s, loss=0.250, pair=0.145, adv=3.474, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:00,  5.83it/s, loss=0.257, pair=2.121, adv=3.512, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:56,  6.19it/s, loss=0.257, pair=2.121, adv=3.512, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:56,  6.19it/s, loss=0.197, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.70it/s, loss=0.197, pair=0.000, adv=0.000, sprd=0.005]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.70it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:57,  6.10it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:57,  6.10it/s, loss=0.660, pair=8.594, adv=3.536, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.70it/s, loss=0.660, pair=8.594, adv=3.536, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.70it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.11it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.11it/s, loss=0.126, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.79it/s, loss=0.126, pair=0.000, adv=0.000, sprd=0.003]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.79it/s, loss=0.992, pair=14.109, adv=3.460, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.18it/s, loss=0.992, pair=14.109, adv=3.460, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.18it/s, loss=0.683, pair=9.000, adv=3.475, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:59,  5.79it/s, loss=0.683, pair=9.000, adv=3.475, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:59,  5.79it/s, loss=0.615, pair=7.469, adv=3.453, sprd=0.004]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:55,  6.16it/s, loss=0.615, pair=7.469, adv=3.453, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:55,  6.16it/s, loss=1.305, pair=11.641, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:59,  5.78it/s, loss=1.305, pair=11.641, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:59,  5.78it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.15it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.15it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:59,  5.77it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:59,  5.77it/s, loss=0.369, pair=3.918, adv=3.525, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:55,  6.16it/s, loss=0.369, pair=3.918, adv=3.525, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:55,  6.16it/s, loss=1.554, pair=22.422, adv=3.498, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:58,  5.81it/s, loss=1.554, pair=22.422, adv=3.498, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:58,  5.81it/s, loss=0.902, pair=12.828, adv=3.536, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.18it/s, loss=0.902, pair=12.828, adv=3.536, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:54,  6.18it/s, loss=0.863, pair=10.250, adv=3.515, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:58,  5.81it/s, loss=0.863, pair=10.250, adv=3.515, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:58,  5.81it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.21it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.21it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:59,  5.64it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:59,  5.64it/s, loss=1.427, pair=21.469, adv=3.449, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:55,  6.03it/s, loss=1.427, pair=21.469, adv=3.449, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:55,  6.03it/s, loss=0.301, pair=2.555, adv=3.430, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:57,  5.78it/s, loss=0.301, pair=2.555, adv=3.430, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:57,  5.78it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:53,  6.17it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:53,  6.17it/s, loss=1.053, pair=15.172, adv=3.478, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:57,  5.81it/s, loss=1.053, pair=15.172, adv=3.478, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:57,  5.81it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.18it/s, loss=0.060, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.18it/s, loss=1.300, pair=17.062, adv=3.506, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:56,  5.82it/s, loss=1.300, pair=17.062, adv=3.506, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:56,  5.82it/s, loss=0.275, pair=2.387, adv=3.479, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.19it/s, loss=0.275, pair=2.387, adv=3.479, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.19it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.93it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.93it/s, loss=1.259, pair=18.469, adv=3.443, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:51,  6.28it/s, loss=1.259, pair=18.469, adv=3.443, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:51,  6.28it/s, loss=2.209, pair=24.656, adv=3.462, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:54,  5.92it/s, loss=2.209, pair=24.656, adv=3.462, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:54,  5.92it/s, loss=1.351, pair=20.141, adv=3.486, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:51,  6.28it/s, loss=1.351, pair=20.141, adv=3.486, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:51,  6.28it/s, loss=1.142, pair=16.297, adv=3.500, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:55,  5.82it/s, loss=1.142, pair=16.297, adv=3.500, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:55,  5.82it/s, loss=0.940, pair=13.297, adv=3.486, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=0.940, pair=13.297, adv=3.486, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.21it/s, loss=1.856, pair=28.531, adv=3.454, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:54,  5.86it/s, loss=1.856, pair=28.531, adv=3.454, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:54,  5.86it/s, loss=0.178, pair=0.544, adv=3.476, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:51,  6.23it/s, loss=0.178, pair=0.544, adv=3.476, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:51,  6.23it/s, loss=0.392, pair=4.199, adv=3.455, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.90it/s, loss=0.392, pair=4.199, adv=3.455, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.90it/s, loss=1.182, pair=16.156, adv=3.471, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:50,  6.25it/s, loss=1.182, pair=16.156, adv=3.471, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:50,  6.25it/s, loss=0.774, pair=10.523, adv=3.450, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:54,  5.81it/s, loss=0.774, pair=10.523, adv=3.450, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:54,  5.81it/s, loss=1.409, pair=19.547, adv=3.497, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:50,  6.20it/s, loss=1.409, pair=19.547, adv=3.497, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:50,  6.20it/s, loss=1.554, pair=22.828, adv=3.443, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.76it/s, loss=1.554, pair=22.828, adv=3.443, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.76it/s, loss=0.523, pair=6.121, adv=3.495, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:50,  6.16it/s, loss=0.523, pair=6.121, adv=3.495, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:50,  6.16it/s, loss=1.283, pair=17.219, adv=3.492, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.71it/s, loss=1.283, pair=17.219, adv=3.492, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.71it/s, loss=0.971, pair=13.906, adv=3.509, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:51,  6.09it/s, loss=0.971, pair=13.906, adv=3.509, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:51,  6.09it/s, loss=1.165, pair=16.609, adv=3.488, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.84it/s, loss=1.165, pair=16.609, adv=3.488, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.84it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=0.194, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:52,  5.93it/s, loss=0.194, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:52,  5.93it/s, loss=0.175, pair=0.716, adv=3.467, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:48,  6.30it/s, loss=0.175, pair=0.716, adv=3.467, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:48,  6.30it/s, loss=0.644, pair=8.359, adv=3.433, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.89it/s, loss=0.644, pair=8.359, adv=3.433, sprd=0.002
Ep 013/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.89it/s, loss=2.235, pair=34.750, adv=3.457, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:48,  6.27it/s, loss=2.235, pair=34.750, adv=3.457, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:48,  6.27it/s, loss=1.390, pair=20.734, adv=3.489, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:51,  5.96it/s, loss=1.390, pair=20.734, adv=3.489, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:51,  5.96it/s, loss=1.445, pair=21.516, adv=3.458, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.32it/s, loss=1.445, pair=21.516, adv=3.458, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.32it/s, loss=1.515, pair=22.469, adv=3.479, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.90it/s, loss=1.515, pair=22.469, adv=3.479, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.90it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.27it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.27it/s, loss=0.659, pair=6.719, adv=3.448, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.87it/s, loss=0.659, pair=6.719, adv=3.448, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.87it/s, loss=0.253, pair=2.027, adv=3.469, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.24it/s, loss=0.253, pair=2.027, adv=3.469, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.24it/s, loss=0.823, pair=11.031, adv=3.475, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.89it/s, loss=0.823, pair=11.031, adv=3.475, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.89it/s, loss=0.296, pair=2.559, adv=3.481, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.26it/s, loss=0.296, pair=2.559, adv=3.481, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.26it/s, loss=0.143, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.89it/s, loss=0.143, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.89it/s, loss=0.769, pair=10.609, adv=3.495, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:47,  6.25it/s, loss=0.769, pair=10.609, adv=3.495, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:47,  6.25it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.86it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.86it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.24it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.24it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:49,  5.92it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:49,  5.92it/s, loss=1.962, pair=30.484, adv=3.431, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.27it/s, loss=1.962, pair=30.484, adv=3.431, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.27it/s, loss=0.637, pair=8.289, adv=3.468, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:48,  6.00it/s, loss=0.637, pair=8.289, adv=3.468, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:48,  6.00it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:45,  6.36it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:45,  6.36it/s, loss=1.287, pair=19.031, adv=3.416, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.89it/s, loss=1.287, pair=19.031, adv=3.416, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.89it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:45,  6.28it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:45,  6.28it/s, loss=0.996, pair=14.328, adv=3.420, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.86it/s, loss=0.996, pair=14.328, adv=3.420, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.86it/s, loss=1.302, pair=19.266, adv=3.509, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.23it/s, loss=1.302, pair=19.266, adv=3.509, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.23it/s, loss=0.878, pair=9.398, adv=3.430, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.90it/s, loss=0.878, pair=9.398, adv=3.430, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.90it/s, loss=0.553, pair=6.918, adv=3.451, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:45,  6.27it/s, loss=0.553, pair=6.918, adv=3.451, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:45,  6.27it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:47,  5.98it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:47,  5.98it/s, loss=1.352, pair=20.562, adv=3.444, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:44,  6.34it/s, loss=1.352, pair=20.562, adv=3.444, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:44,  6.34it/s, loss=1.497, pair=22.656, adv=3.443, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:48,  5.84it/s, loss=1.497, pair=22.656, adv=3.443, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:48,  5.84it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.23it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.23it/s, loss=0.953, pair=13.594, adv=3.422, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.88it/s, loss=0.953, pair=13.594, adv=3.422, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.88it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.27it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:44,  6.27it/s, loss=0.463, pair=5.488, adv=3.522, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:46,  5.95it/s, loss=0.463, pair=5.488, adv=3.522, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:46,  5.95it/s, loss=0.591, pair=7.750, adv=3.461, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:43,  6.31it/s, loss=0.591, pair=7.750, adv=3.461, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:43,  6.31it/s, loss=0.790, pair=10.859, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:45,  5.99it/s, loss=0.790, pair=10.859, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:45,  5.99it/s, loss=0.869, pair=12.266, adv=3.447, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.33it/s, loss=0.869, pair=12.266, adv=3.447, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.33it/s, loss=0.394, pair=3.855, adv=3.462, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.91it/s, loss=0.394, pair=3.855, adv=3.462, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.91it/s, loss=2.135, pair=33.000, adv=3.473, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:43,  6.28it/s, loss=2.135, pair=33.000, adv=3.473, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:43,  6.28it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:46,  5.84it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:46,  5.84it/s, loss=1.216, pair=17.672, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.21it/s, loss=1.216, pair=17.672, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.21it/s, loss=0.657, pair=8.141, adv=3.442, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:47,  5.66it/s, loss=0.657, pair=8.141, adv=3.442, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:47,  5.66it/s, loss=0.434, pair=4.840, adv=3.440, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:44,  6.09it/s, loss=0.434, pair=4.840, adv=3.440, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:44,  6.09it/s, loss=0.781, pair=10.734, adv=3.467, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.86it/s, loss=0.781, pair=10.734, adv=3.467, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.86it/s, loss=0.351, pair=3.246, adv=3.410, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.23it/s, loss=0.351, pair=3.246, adv=3.410, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:42,  6.23it/s, loss=1.236, pair=17.891, adv=3.489, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:45,  5.82it/s, loss=1.236, pair=17.891, adv=3.489, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:45,  5.82it/s, loss=0.553, pair=6.668, adv=3.457, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.19it/s, loss=0.553, pair=6.668, adv=3.457, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.19it/s, loss=2.273, pair=35.344, adv=3.447, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:46,  5.71it/s, loss=2.273, pair=35.344, adv=3.447, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:46,  5.71it/s, loss=1.154, pair=16.703, adv=3.418, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.12it/s, loss=1.154, pair=16.703, adv=3.418, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.12it/s, loss=0.328, pair=2.980, adv=3.463, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:45,  5.74it/s, loss=0.328, pair=2.980, adv=3.463, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:45,  5.74it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:42,  6.15it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:42,  6.15it/s, loss=0.613, pair=6.133, adv=3.427, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:44,  5.88it/s, loss=0.613, pair=6.133, adv=3.427, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:44,  5.88it/s, loss=2.295, pair=35.750, adv=3.483, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.23it/s, loss=2.295, pair=35.750, adv=3.483, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.23it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.74it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.74it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.15it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.15it/s, loss=0.534, pair=6.328, adv=3.523, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:43,  5.83it/s, loss=0.534, pair=6.328, adv=3.523, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:43,  5.83it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:40,  6.22it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:40,  6.22it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.95it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.95it/s, loss=0.730, pair=9.828, adv=3.479, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.730, pair=9.828, adv=3.479, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:39,  6.31it/s, loss=0.702, pair=9.047, adv=3.467, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.82it/s, loss=0.702, pair=9.047, adv=3.467, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.82it/s, loss=0.982, pair=13.797, adv=3.436, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.20it/s, loss=0.982, pair=13.797, adv=3.436, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.20it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:43,  5.76it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:43,  5.76it/s, loss=0.162, pair=0.325, adv=3.394, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:40,  6.15it/s, loss=0.162, pair=0.325, adv=3.394, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:40,  6.15it/s, loss=0.647, pair=7.469, adv=3.432, sprd=0.007
Ep 013/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.82it/s, loss=0.647, pair=7.469, adv=3.432, sprd=0.007
Ep 013/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.82it/s, loss=0.348, pair=3.121, adv=3.446, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.21it/s, loss=0.348, pair=3.121, adv=3.446, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.21it/s, loss=0.540, pair=6.387, adv=3.489, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:42,  5.83it/s, loss=0.540, pair=6.387, adv=3.489, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:42,  5.83it/s, loss=0.897, pair=12.438, adv=3.481, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.21it/s, loss=0.897, pair=12.438, adv=3.481, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.21it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.80it/s, loss=0.216, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:39,  6.20it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:39,  6.20it/s, loss=0.250, pair=1.450, adv=3.483, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.81it/s, loss=0.250, pair=1.450, adv=3.483, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.81it/s, loss=0.399, pair=4.137, adv=3.439, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.19it/s, loss=0.399, pair=4.137, adv=3.439, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.19it/s, loss=0.532, pair=4.762, adv=3.465, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.88it/s, loss=0.532, pair=4.762, adv=3.465, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.24it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.24it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.81it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.81it/s, loss=0.146, pair=0.012, adv=3.453, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:38,  6.17it/s, loss=0.146, pair=0.012, adv=3.453, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:38,  6.17it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.80it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.80it/s, loss=0.541, pair=6.898, adv=3.462, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.18it/s, loss=0.541, pair=6.898, adv=3.462, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.18it/s, loss=1.235, pair=15.688, adv=3.467, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:39,  5.87it/s, loss=1.235, pair=15.688, adv=3.467, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:39,  5.87it/s, loss=0.501, pair=5.762, adv=3.398, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.25it/s, loss=0.501, pair=5.762, adv=3.398, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.25it/s, loss=1.038, pair=14.844, adv=3.432, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:38,  5.95it/s, loss=1.038, pair=14.844, adv=3.432, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:38,  5.95it/s, loss=0.468, pair=5.531, adv=3.409, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:36,  6.30it/s, loss=0.468, pair=5.531, adv=3.409, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:36,  6.30it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.86it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.86it/s, loss=2.563, pair=40.500, adv=3.516, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.23it/s, loss=2.563, pair=40.500, adv=3.516, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.23it/s, loss=1.544, pair=22.828, adv=3.448, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:39,  5.72it/s, loss=1.544, pair=22.828, adv=3.448, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:39,  5.72it/s, loss=2.079, pair=32.312, adv=3.441, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:37,  6.10it/s, loss=2.079, pair=32.312, adv=3.441, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:37,  6.10it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.77it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.77it/s, loss=0.355, pair=3.574, adv=3.476, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.14it/s, loss=0.355, pair=3.574, adv=3.476, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:36,  6.14it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:39,  5.68it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:39,  5.68it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.07it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.07it/s, loss=0.532, pair=6.262, adv=3.487, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:38,  5.73it/s, loss=0.532, pair=6.262, adv=3.487, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:38,  5.73it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.15it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.15it/s, loss=1.002, pair=14.266, adv=3.455, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:36,  5.92it/s, loss=1.002, pair=14.266, adv=3.455, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:36,  5.92it/s, loss=1.014, pair=14.633, adv=3.449, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:34,  6.28it/s, loss=1.014, pair=14.633, adv=3.449, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:34,  6.28it/s, loss=0.609, pair=1.879, adv=3.480, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:37,  5.84it/s, loss=0.609, pair=1.879, adv=3.480, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:37,  5.84it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.22it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.22it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.73it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.73it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.12it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.12it/s, loss=0.597, pair=7.637, adv=3.398, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:37,  5.67it/s, loss=0.597, pair=7.637, adv=3.398, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:37,  5.67it/s, loss=0.304, pair=2.730, adv=3.486, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.07it/s, loss=0.304, pair=2.730, adv=3.486, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:34,  6.07it/s, loss=2.511, pair=39.469, adv=3.445, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.73it/s, loss=2.511, pair=39.469, adv=3.445, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.73it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:34,  6.14it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:34,  6.14it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.82it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.82it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.21it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.21it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.88it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.88it/s, loss=2.316, pair=36.500, adv=3.446, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:33,  6.24it/s, loss=2.316, pair=36.500, adv=3.446, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.24it/s, loss=1.145, pair=16.609, adv=3.446, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:34,  5.92it/s, loss=1.145, pair=16.609, adv=3.446, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:34,  5.92it/s, loss=0.439, pair=4.852, adv=3.403, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.28it/s, loss=0.439, pair=4.852, adv=3.403, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.28it/s, loss=0.372, pair=0.575, adv=3.470, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.85it/s, loss=0.372, pair=0.575, adv=3.470, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.85it/s, loss=1.471, pair=21.922, adv=3.422, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.21it/s, loss=1.471, pair=21.922, adv=3.422, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.21it/s, loss=2.388, pair=34.500, adv=3.456, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.77it/s, loss=2.388, pair=34.500, adv=3.456, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.77it/s, loss=1.720, pair=26.062, adv=3.440, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.13it/s, loss=1.720, pair=26.062, adv=3.440, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.13it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.85it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.85it/s, loss=0.315, pair=2.715, adv=3.467, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:31,  6.21it/s, loss=0.315, pair=2.715, adv=3.467, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:31,  6.21it/s, loss=0.440, pair=4.688, adv=3.433, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:34,  5.75it/s, loss=0.440, pair=4.688, adv=3.433, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:34,  5.75it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.14it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.14it/s, loss=0.232, pair=1.169, adv=3.451, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.76it/s, loss=0.232, pair=1.169, adv=3.451, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.76it/s, loss=1.175, pair=17.453, adv=3.479, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.15it/s, loss=1.175, pair=17.453, adv=3.479, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.15it/s, loss=1.321, pair=19.609, adv=3.446, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:32,  5.88it/s, loss=1.321, pair=19.609, adv=3.446, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:32,  5.88it/s, loss=0.669, pair=8.953, adv=3.468, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:30,  6.25it/s, loss=0.669, pair=8.953, adv=3.468, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:30,  6.25it/s, loss=0.350, pair=0.606, adv=3.426, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.82it/s, loss=0.350, pair=0.606, adv=3.426, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.82it/s, loss=0.233, pair=1.544, adv=3.467, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.19it/s, loss=0.233, pair=1.544, adv=3.467, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.19it/s, loss=0.458, pair=3.543, adv=3.469, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.90it/s, loss=0.458, pair=3.543, adv=3.469, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.90it/s, loss=0.712, pair=9.484, adv=3.412, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.27it/s, loss=0.712, pair=9.484, adv=3.412, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:30,  6.27it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:31,  5.84it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:31,  5.84it/s, loss=1.385, pair=20.953, adv=3.457, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.23it/s, loss=1.385, pair=20.953, adv=3.457, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.23it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.84it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.84it/s, loss=0.228, pair=1.480, adv=3.466, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.22it/s, loss=0.228, pair=1.480, adv=3.466, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.22it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.75it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.75it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.16it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.16it/s, loss=0.844, pair=10.078, adv=3.463, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:31,  5.79it/s, loss=0.844, pair=10.078, adv=3.463, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:31,  5.79it/s, loss=0.473, pair=5.402, adv=3.434, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.18it/s, loss=0.473, pair=5.402, adv=3.434, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.18it/s, loss=0.207, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:31,  5.76it/s, loss=0.207, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:31,  5.76it/s, loss=0.701, pair=9.312, adv=3.485, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.17it/s, loss=0.701, pair=9.312, adv=3.485, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.17it/s, loss=0.256, pair=1.700, adv=3.516, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.78it/s, loss=0.256, pair=1.700, adv=3.516, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.78it/s, loss=0.219, pair=0.950, adv=3.570, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.15it/s, loss=0.219, pair=0.950, adv=3.570, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.15it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:29,  5.94it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:29,  5.94it/s, loss=0.178, pair=0.012, adv=3.394, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:27,  6.30it/s, loss=0.178, pair=0.012, adv=3.394, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:27,  6.30it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:28,  6.03it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:28,  6.03it/s, loss=0.924, pair=12.734, adv=3.507, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:26,  6.37it/s, loss=0.924, pair=12.734, adv=3.507, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:26,  6.37it/s, loss=1.608, pair=21.844, adv=3.472, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:28,  6.07it/s, loss=1.608, pair=21.844, adv=3.472, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:28,  6.07it/s, loss=1.892, pair=29.047, adv=3.431, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:26,  6.40it/s, loss=1.892, pair=29.047, adv=3.431, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:26,  6.40it/s, loss=0.563, pair=6.652, adv=3.416, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:28,  5.95it/s, loss=0.563, pair=6.652, adv=3.416, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:28,  5.95it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:26,  6.32it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:26,  6.32it/s, loss=0.881, pair=12.109, adv=3.490, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.87it/s, loss=0.881, pair=12.109, adv=3.490, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.87it/s, loss=2.271, pair=35.375, adv=3.500, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.25it/s, loss=2.271, pair=35.375, adv=3.500, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.25it/s, loss=0.777, pair=10.281, adv=3.452, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.86it/s, loss=0.777, pair=10.281, adv=3.452, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.86it/s, loss=0.704, pair=9.609, adv=3.420, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.23it/s, loss=0.704, pair=9.609, adv=3.420, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:26,  6.23it/s, loss=1.940, pair=28.391, adv=3.480, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:27,  5.89it/s, loss=1.940, pair=28.391, adv=3.480, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:27,  5.89it/s, loss=0.152, pair=0.012, adv=3.472, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:25,  6.26it/s, loss=0.152, pair=0.012, adv=3.472, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:25,  6.26it/s, loss=1.987, pair=30.609, adv=3.403, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:28,  5.72it/s, loss=1.987, pair=30.609, adv=3.403, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:28,  5.72it/s, loss=1.154, pair=16.953, adv=3.471, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:26,  6.11it/s, loss=1.154, pair=16.953, adv=3.471, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:26,  6.11it/s, loss=0.841, pair=7.309, adv=3.431, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:28,  5.67it/s, loss=0.841, pair=7.309, adv=3.431, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:28,  5.67it/s, loss=1.627, pair=24.703, adv=3.436, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:25,  6.08it/s, loss=1.627, pair=24.703, adv=3.436, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:25,  6.08it/s, loss=0.477, pair=3.668, adv=3.452, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.77it/s, loss=0.477, pair=3.668, adv=3.452, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.77it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.16it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.16it/s, loss=0.487, pair=5.926, adv=3.437, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:25,  5.96it/s, loss=0.487, pair=5.926, adv=3.437, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:25,  5.96it/s, loss=1.204, pair=17.766, adv=3.438, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.32it/s, loss=1.204, pair=17.766, adv=3.438, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.32it/s, loss=0.350, pair=3.318, adv=3.453, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:25,  5.98it/s, loss=0.350, pair=3.318, adv=3.453, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:25,  5.98it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.32it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:24,  6.32it/s, loss=0.861, pair=10.453, adv=3.468, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:25,  5.92it/s, loss=0.861, pair=10.453, adv=3.468, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:25,  5.92it/s, loss=2.085, pair=32.500, adv=3.413, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:23,  6.25it/s, loss=2.085, pair=32.500, adv=3.413, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:23,  6.25it/s, loss=1.705, pair=25.812, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.95it/s, loss=1.705, pair=25.812, adv=3.442, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.95it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.28it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.28it/s, loss=0.333, pair=1.294, adv=3.424, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:24,  5.88it/s, loss=0.333, pair=1.294, adv=3.424, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:24,  5.88it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.25it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.25it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.74it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.74it/s, loss=0.203, pair=1.200, adv=3.448, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.14it/s, loss=0.203, pair=1.200, adv=3.448, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.14it/s, loss=0.494, pair=5.727, adv=3.461, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.83it/s, loss=0.494, pair=5.727, adv=3.461, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.83it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.21it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.21it/s, loss=0.645, pair=8.344, adv=3.396, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.65it/s, loss=0.645, pair=8.344, adv=3.396, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.65it/s, loss=1.896, pair=29.016, adv=3.441, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:23,  6.04it/s, loss=1.896, pair=29.016, adv=3.441, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:23,  6.04it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.79it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.79it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.17it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.17it/s, loss=0.837, pair=9.945, adv=3.449, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.79it/s, loss=0.837, pair=9.945, adv=3.449, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.79it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.19it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.19it/s, loss=0.492, pair=4.051, adv=3.452, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:22,  5.92it/s, loss=0.492, pair=4.051, adv=3.452, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:22,  5.92it/s, loss=0.807, pair=11.297, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:21,  6.29it/s, loss=0.807, pair=11.297, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:21,  6.29it/s, loss=0.280, pair=2.324, adv=3.420, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:22,  5.88it/s, loss=0.280, pair=2.324, adv=3.420, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:22,  5.88it/s, loss=0.167, pair=0.622, adv=3.416, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.23it/s, loss=0.167, pair=0.622, adv=3.416, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.23it/s, loss=0.484, pair=4.105, adv=3.421, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.77it/s, loss=0.484, pair=4.105, adv=3.421, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.77it/s, loss=2.224, pair=34.906, adv=3.422, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.16it/s, loss=2.224, pair=34.906, adv=3.422, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.16it/s, loss=2.264, pair=34.781, adv=3.451, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:21,  5.91it/s, loss=2.264, pair=34.781, adv=3.451, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:21,  5.91it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.24it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.24it/s, loss=0.483, pair=5.262, adv=3.410, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.87it/s, loss=0.483, pair=5.262, adv=3.410, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.87it/s, loss=0.601, pair=7.371, adv=3.444, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.24it/s, loss=0.601, pair=7.371, adv=3.444, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.24it/s, loss=0.428, pair=4.809, adv=3.441, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.84it/s, loss=0.428, pair=4.809, adv=3.441, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.84it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.24it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.24it/s, loss=0.918, pair=13.039, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:20,  5.88it/s, loss=0.918, pair=13.039, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:20,  5.88it/s, loss=0.155, pair=0.137, adv=3.407, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.25it/s, loss=0.155, pair=0.137, adv=3.407, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.25it/s, loss=1.085, pair=15.641, adv=3.419, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.78it/s, loss=1.085, pair=15.641, adv=3.419, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.78it/s, loss=0.366, pair=3.902, adv=3.453, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.17it/s, loss=0.366, pair=3.902, adv=3.453, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.17it/s, loss=1.162, pair=15.641, adv=3.459, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.91it/s, loss=1.162, pair=15.641, adv=3.459, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.91it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:18,  6.28it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:18,  6.28it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.83it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.83it/s, loss=0.901, pair=12.828, adv=3.445, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.19it/s, loss=0.901, pair=12.828, adv=3.445, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.19it/s, loss=0.276, pair=1.278, adv=3.386, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.83it/s, loss=0.276, pair=1.278, adv=3.386, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.83it/s, loss=1.065, pair=15.297, adv=3.482, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.17it/s, loss=1.065, pair=15.297, adv=3.482, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.17it/s, loss=0.415, pair=4.273, adv=3.453, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.93it/s, loss=0.415, pair=4.273, adv=3.453, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.93it/s, loss=0.219, pair=1.044, adv=3.469, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.29it/s, loss=0.219, pair=1.044, adv=3.469, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.29it/s, loss=1.107, pair=15.859, adv=3.473, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:18,  5.91it/s, loss=1.107, pair=15.859, adv=3.473, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:18,  5.91it/s, loss=0.391, pair=3.965, adv=3.406, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:17,  6.24it/s, loss=0.391, pair=3.965, adv=3.406, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.24it/s, loss=1.763, pair=26.672, adv=3.462, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.84it/s, loss=1.763, pair=26.672, adv=3.462, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.84it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.22it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.22it/s, loss=0.222, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.88it/s, loss=0.222, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.88it/s, loss=2.138, pair=33.156, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.22it/s, loss=2.138, pair=33.156, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.22it/s, loss=1.383, pair=20.109, adv=3.456, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.81it/s, loss=1.383, pair=20.109, adv=3.456, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.81it/s, loss=1.807, pair=27.391, adv=3.385, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.19it/s, loss=1.807, pair=27.391, adv=3.385, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.19it/s, loss=0.856, pair=11.828, adv=3.463, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.81it/s, loss=0.856, pair=11.828, adv=3.463, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.81it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.21it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.21it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.77it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.77it/s, loss=0.245, pair=1.606, adv=3.439, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.17it/s, loss=0.245, pair=1.606, adv=3.439, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.17it/s, loss=1.809, pair=27.484, adv=3.412, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.85it/s, loss=1.809, pair=27.484, adv=3.412, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.85it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.23it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:15,  6.23it/s, loss=1.198, pair=17.391, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.89it/s, loss=1.198, pair=17.391, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.89it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.28it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.28it/s, loss=0.702, pair=7.406, adv=3.436, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.82it/s, loss=0.702, pair=7.406, adv=3.436, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.82it/s, loss=1.629, pair=24.672, adv=3.483, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.19it/s, loss=1.629, pair=24.672, adv=3.483, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.19it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.84it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.84it/s, loss=0.394, pair=3.949, adv=3.411, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:14,  6.21it/s, loss=0.394, pair=3.949, adv=3.411, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:14,  6.21it/s, loss=0.325, pair=2.027, adv=3.438, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.88it/s, loss=0.325, pair=2.027, adv=3.438, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.88it/s, loss=0.599, pair=7.562, adv=3.441, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.26it/s, loss=0.599, pair=7.562, adv=3.441, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.26it/s, loss=0.344, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.84it/s, loss=0.344, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.84it/s, loss=0.943, pair=12.766, adv=3.478, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.23it/s, loss=0.943, pair=12.766, adv=3.478, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.23it/s, loss=0.751, pair=9.375, adv=3.491, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.91it/s, loss=0.751, pair=9.375, adv=3.491, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.91it/s, loss=1.401, pair=20.328, adv=3.441, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.28it/s, loss=1.401, pair=20.328, adv=3.441, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.28it/s, loss=1.228, pair=16.375, adv=3.432, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.79it/s, loss=1.228, pair=16.375, adv=3.432, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.79it/s, loss=1.146, pair=16.391, adv=3.483, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.17it/s, loss=1.146, pair=16.391, adv=3.483, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.17it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:13,  5.93it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:13,  5.93it/s, loss=2.118, pair=31.828, adv=3.464, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.28it/s, loss=2.118, pair=31.828, adv=3.464, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.28it/s, loss=0.540, pair=2.668, adv=3.434, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.63it/s, loss=0.540, pair=2.668, adv=3.434, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.63it/s, loss=0.418, pair=4.324, adv=3.493, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:13,  6.07it/s, loss=0.418, pair=4.324, adv=3.493, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:13,  6.07it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.007
Ep 013/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.87it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.007
Ep 013/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.87it/s, loss=0.976, pair=13.766, adv=3.449, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.23it/s, loss=0.976, pair=13.766, adv=3.449, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.23it/s, loss=0.295, pair=2.309, adv=3.493, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.72it/s, loss=0.295, pair=2.309, adv=3.493, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.72it/s, loss=0.456, pair=5.043, adv=3.453, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.12it/s, loss=0.456, pair=5.043, adv=3.453, sprd=0.006
Ep 013/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.12it/s, loss=0.413, pair=2.523, adv=3.479, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.87it/s, loss=0.413, pair=2.523, adv=3.479, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.87it/s, loss=0.219, pair=1.106, adv=3.452, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.25it/s, loss=0.219, pair=1.106, adv=3.452, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.25it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:01<00:12,  6.02it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  6.02it/s, loss=0.615, pair=7.453, adv=3.426, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.37it/s, loss=0.615, pair=7.453, adv=3.426, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.37it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.91it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.91it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.28it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.28it/s, loss=0.892, pair=12.375, adv=3.450, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.93it/s, loss=0.892, pair=12.375, adv=3.450, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.93it/s, loss=0.227, pair=1.606, adv=3.437, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.30it/s, loss=0.227, pair=1.606, adv=3.437, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.30it/s, loss=0.373, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:02<00:11,  6.02it/s, loss=0.373, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  6.02it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.38it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.38it/s, loss=1.115, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:10,  5.97it/s, loss=1.115, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:10,  5.97it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.34it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.34it/s, loss=0.471, pair=0.997, adv=3.449, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  6.09it/s, loss=0.471, pair=0.997, adv=3.449, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  6.09it/s, loss=0.654, pair=8.562, adv=3.448, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:09,  6.42it/s, loss=0.654, pair=8.562, adv=3.448, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:09,  6.42it/s, loss=0.626, pair=6.324, adv=3.413, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:03<00:10,  5.98it/s, loss=0.626, pair=6.324, adv=3.413, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.98it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.33it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.33it/s, loss=0.191, pair=0.450, adv=3.421, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:09,  5.95it/s, loss=0.191, pair=0.450, adv=3.421, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:09,  5.95it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.31it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.31it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  6.00it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  6.00it/s, loss=0.266, pair=2.371, adv=3.491, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:08,  6.35it/s, loss=0.266, pair=2.371, adv=3.491, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:08,  6.35it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:04<00:09,  6.00it/s, loss=0.062, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  6.00it/s, loss=0.896, pair=12.797, adv=3.432, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.35it/s, loss=0.896, pair=12.797, adv=3.432, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.35it/s, loss=1.422, pair=21.516, adv=3.428, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:08,  5.92it/s, loss=1.422, pair=21.516, adv=3.428, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:08,  5.92it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.27it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.27it/s, loss=1.577, pair=23.438, adv=3.458, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.94it/s, loss=1.577, pair=23.438, adv=3.458, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.94it/s, loss=1.852, pair=28.359, adv=3.505, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:07,  6.27it/s, loss=1.852, pair=28.359, adv=3.505, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:07,  6.27it/s, loss=0.382, pair=3.184, adv=3.500, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:05<00:08,  5.87it/s, loss=0.382, pair=3.184, adv=3.500, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.87it/s, loss=0.504, pair=6.168, adv=3.417, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.21it/s, loss=0.504, pair=6.168, adv=3.417, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.21it/s, loss=0.186, pair=0.638, adv=3.470, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.93it/s, loss=0.186, pair=0.638, adv=3.470, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.93it/s, loss=1.423, pair=21.359, adv=3.435, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.27it/s, loss=1.423, pair=21.359, adv=3.435, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.27it/s, loss=0.745, pair=9.750, adv=3.418, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.81it/s, loss=0.745, pair=9.750, adv=3.418, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.81it/s, loss=0.382, pair=4.121, adv=3.434, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.17it/s, loss=0.382, pair=4.121, adv=3.434, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.17it/s, loss=0.496, pair=5.535, adv=3.421, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:06<00:07,  5.85it/s, loss=0.496, pair=5.535, adv=3.421, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.85it/s, loss=0.490, pair=5.887, adv=3.422, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.21it/s, loss=0.490, pair=5.887, adv=3.422, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.21it/s, loss=0.583, pair=7.348, adv=3.402, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:06,  5.88it/s, loss=0.583, pair=7.348, adv=3.402, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:06,  5.88it/s, loss=1.450, pair=21.938, adv=3.437, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.22it/s, loss=1.450, pair=21.938, adv=3.437, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.22it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.82it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.82it/s, loss=0.335, pair=3.463, adv=3.422, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.20it/s, loss=0.335, pair=3.463, adv=3.422, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.20it/s, loss=1.066, pair=14.594, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:07<00:06,  5.88it/s, loss=1.066, pair=14.594, adv=3.426, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.88it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.25it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.25it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.77it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.77it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.19it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.19it/s, loss=1.350, pair=20.234, adv=3.488, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.83it/s, loss=1.350, pair=20.234, adv=3.488, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.83it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.20it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.20it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:08<00:05,  5.89it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.89it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.26it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.26it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:05,  5.69it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:05,  5.69it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.12it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.12it/s, loss=0.241, pair=1.950, adv=3.476, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.84it/s, loss=0.241, pair=1.950, adv=3.476, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.84it/s, loss=1.088, pair=15.961, adv=3.458, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.21it/s, loss=1.088, pair=15.961, adv=3.458, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.21it/s, loss=2.165, pair=34.031, adv=3.375, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:09<00:04,  5.78it/s, loss=2.165, pair=34.031, adv=3.375, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.78it/s, loss=0.161, pair=0.075, adv=3.420, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.18it/s, loss=0.161, pair=0.075, adv=3.420, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.18it/s, loss=1.353, pair=20.250, adv=3.438, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:04,  5.69it/s, loss=1.353, pair=20.250, adv=3.438, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:04,  5.69it/s, loss=0.639, pair=8.547, adv=3.464, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.08it/s, loss=0.639, pair=8.547, adv=3.464, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.08it/s, loss=2.282, pair=35.625, adv=3.457, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.60it/s, loss=2.282, pair=35.625, adv=3.457, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.60it/s, loss=0.565, pair=7.137, adv=3.396, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.03it/s, loss=0.565, pair=7.137, adv=3.396, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.03it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:10<00:03,  5.85it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.85it/s, loss=0.358, pair=3.887, adv=3.447, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.24it/s, loss=0.358, pair=3.887, adv=3.447, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.24it/s, loss=1.739, pair=8.852, adv=3.458, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.95it/s, loss=1.739, pair=8.852, adv=3.458, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.95it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.32it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.32it/s, loss=0.557, pair=7.137, adv=3.412, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  6.08it/s, loss=0.557, pair=7.137, adv=3.412, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  6.08it/s, loss=0.541, pair=6.844, adv=3.421, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.42it/s, loss=0.541, pair=6.844, adv=3.421, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.42it/s, loss=1.014, pair=9.617, adv=3.484, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:11<00:02,  5.98it/s, loss=1.014, pair=9.617, adv=3.484, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.98it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.35it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.35it/s, loss=0.928, pair=13.352, adv=3.404, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.90it/s, loss=0.928, pair=13.352, adv=3.404, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.90it/s, loss=0.180, pair=0.856, adv=3.434, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.26it/s, loss=0.180, pair=0.856, adv=3.434, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.26it/s, loss=0.905, pair=12.680, adv=3.466, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.86it/s, loss=0.905, pair=12.680, adv=3.466, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.86it/s, loss=0.850, pair=11.922, adv=3.383, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.22it/s, loss=0.850, pair=11.922, adv=3.383, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.22it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:12<00:01,  5.76it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.76it/s, loss=0.536, pair=6.762, adv=3.505, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.15it/s, loss=0.536, pair=6.762, adv=3.505, sprd=0.004
Ep 013/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.15it/s, loss=0.403, pair=4.160, adv=3.453, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.72it/s, loss=0.403, pair=4.160, adv=3.453, sprd=0.005
Ep 013/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.72it/s, loss=0.710, pair=9.797, adv=3.456, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.10it/s, loss=0.710, pair=9.797, adv=3.456, sprd=0.003
Ep 013/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.10it/s, loss=0.824, pair=11.484, adv=3.452, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.70it/s, loss=0.824, pair=11.484, adv=3.452, sprd=0.00
Ep 013/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.70it/s, loss=0.541, pair=6.812, adv=3.490, sprd=0.004
Ep 013/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.10it/s, loss=0.541, pair=6.812, adv=3.490, sprd=0.004
Ep 013/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.10it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:13<00:00,  5.67it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.67it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 013/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.08it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
                                                                                                              
Epoch 013/60 [S1→S2:ramp]  loss=0.6686  mat=0.1945  sens=9.2590  pair=8.5446  adv=2.4430(rand=3.37)  deg=0.0311  orth=0.0190  spread=0.0041  q_mean=51.3  q_std=18.2  α=0.14 β=0.06 γ=0.92 λ_grl=0.600  lr=9.09e-05  74s

Ep 014/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 014/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=0.269, pair=1.114, adv=3.401, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:06,  3.49it/s, loss=0.269, pair=1.114, adv=3.401, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:06,  3.49it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:27,  5.04it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:27,  5.04it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:28,  4.96it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:28,  4.96it/s, loss=1.286, pair=12.266, adv=3.420, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   1%| | 4/444 [00:00<01:17,  5.65it/s, loss=1.286, pair=12.266, adv=3.420, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:17,  5.65it/s, loss=0.890, pair=6.074, adv=3.441, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   1%|  | 5/444 [00:00<01:19,  5.50it/s, loss=0.890, pair=6.074, adv=3.441, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   1%| | 5/444 [00:01<01:19,  5.50it/s, loss=1.705, pair=17.016, adv=3.423, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   1%| | 6/444 [00:01<01:13,  5.97it/s, loss=1.705, pair=17.016, adv=3.423, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   1%| | 6/444 [00:01<01:13,  5.97it/s, loss=1.328, pair=12.781, adv=3.415, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   2%| | 7/444 [00:01<01:17,  5.65it/s, loss=1.328, pair=12.781, adv=3.415, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:17,  5.65it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:11,  6.08it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:11,  6.08it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.75it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.75it/s, loss=0.940, pair=8.375, adv=3.433, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.13it/s, loss=0.940, pair=8.375, adv=3.433, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.13it/s, loss=0.996, pair=7.887, adv=3.438, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   2%| | 11/444 [00:01<01:14,  5.83it/s, loss=0.996, pair=7.887, adv=3.438, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:14,  5.83it/s, loss=0.961, pair=8.891, adv=3.440, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:09,  6.18it/s, loss=0.961, pair=8.891, adv=3.440, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:09,  6.18it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:12,  5.93it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:12,  5.93it/s, loss=0.195, pair=0.216, adv=3.438, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:08,  6.29it/s, loss=0.195, pair=0.216, adv=3.438, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:08,  6.29it/s, loss=1.527, pair=15.047, adv=3.443, sprd=0.005
Ep 014/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:14,  5.79it/s, loss=1.527, pair=15.047, adv=3.443, sprd=0.005
Ep 014/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:14,  5.79it/s, loss=2.152, pair=21.891, adv=3.423, sprd=0.003
Ep 014/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:09,  6.14it/s, loss=2.152, pair=21.891, adv=3.423, sprd=0.003
Ep 014/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:09,  6.14it/s, loss=0.631, pair=4.980, adv=3.463, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   4%| | 17/444 [00:02<01:12,  5.91it/s, loss=0.631, pair=4.980, adv=3.463, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:12,  5.91it/s, loss=1.236, pair=11.773, adv=3.418, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:07,  6.27it/s, loss=1.236, pair=11.773, adv=3.418, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:07,  6.27it/s, loss=1.005, pair=9.172, adv=3.402, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:12,  5.84it/s, loss=1.005, pair=9.172, adv=3.402, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:12,  5.84it/s, loss=0.766, pair=6.574, adv=3.482, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.20it/s, loss=0.766, pair=6.574, adv=3.482, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.20it/s, loss=3.101, pair=32.500, adv=3.436, sprd=0.003
Ep 014/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.89it/s, loss=3.101, pair=32.500, adv=3.436, sprd=0.003
Ep 014/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.89it/s, loss=1.118, pair=10.609, adv=3.478, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:07,  6.23it/s, loss=1.118, pair=10.609, adv=3.478, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:07,  6.23it/s, loss=0.806, pair=5.574, adv=3.482, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   5%| | 23/444 [00:03<01:11,  5.86it/s, loss=0.806, pair=5.574, adv=3.482, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:11,  5.86it/s, loss=1.343, pair=12.906, adv=3.423, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:07,  6.22it/s, loss=1.343, pair=12.906, adv=3.423, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:07,  6.22it/s, loss=2.417, pair=23.422, adv=3.462, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:13,  5.74it/s, loss=2.417, pair=23.422, adv=3.462, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:13,  5.74it/s, loss=2.482, pair=25.578, adv=3.445, sprd=0.005
Ep 014/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:08,  6.11it/s, loss=2.482, pair=25.578, adv=3.445, sprd=0.005
Ep 014/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:08,  6.11it/s, loss=1.493, pair=14.195, adv=3.463, sprd=0.006
Ep 014/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:12,  5.75it/s, loss=1.493, pair=14.195, adv=3.463, sprd=0.006
Ep 014/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:12,  5.75it/s, loss=1.822, pair=17.922, adv=3.419, sprd=0.006
Ep 014/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:07,  6.14it/s, loss=1.822, pair=17.922, adv=3.419, sprd=0.006
Ep 014/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:07,  6.14it/s, loss=1.106, pair=9.977, adv=3.389, sprd=0.007]
Ep 014/60 [S1→S2:ramp]:   7%| | 29/444 [00:04<01:13,  5.67it/s, loss=1.106, pair=9.977, adv=3.389, sprd=0.007]
Ep 014/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:13,  5.67it/s, loss=0.912, pair=8.109, adv=3.440, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:08,  6.08it/s, loss=0.912, pair=8.109, adv=3.440, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:08,  6.08it/s, loss=0.393, pair=1.950, adv=3.422, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.68it/s, loss=0.393, pair=1.950, adv=3.422, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.68it/s, loss=0.697, pair=5.418, adv=3.474, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=0.697, pair=5.418, adv=3.474, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=0.506, pair=3.512, adv=3.392, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:12,  5.70it/s, loss=0.506, pair=3.512, adv=3.392, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:12,  5.70it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:07,  6.10it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:07,  6.10it/s, loss=0.189, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   8%| | 35/444 [00:05<01:10,  5.83it/s, loss=0.189, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:10,  5.83it/s, loss=1.498, pair=14.844, adv=3.445, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.21it/s, loss=1.498, pair=14.844, adv=3.445, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.21it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:11,  5.70it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:11,  5.70it/s, loss=2.325, pair=23.875, adv=3.444, sprd=0.003
Ep 014/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.11it/s, loss=2.325, pair=23.875, adv=3.444, sprd=0.003
Ep 014/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.11it/s, loss=2.792, pair=28.281, adv=3.425, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:09,  5.84it/s, loss=2.792, pair=28.281, adv=3.425, sprd=0.004
Ep 014/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:09,  5.84it/s, loss=0.914, pair=8.312, adv=3.402, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:05,  6.19it/s, loss=0.914, pair=8.312, adv=3.402, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:05,  6.19it/s, loss=0.491, pair=3.262, adv=3.464, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   9%| | 41/444 [00:06<01:08,  5.85it/s, loss=0.491, pair=3.262, adv=3.464, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:08,  5.85it/s, loss=0.214, pair=0.513, adv=3.440, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:04,  6.21it/s, loss=0.214, pair=0.513, adv=3.440, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:04,  6.21it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:08,  5.87it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:08,  5.87it/s, loss=0.541, pair=3.980, adv=3.473, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=0.541, pair=3.980, adv=3.473, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=3.419, pair=36.062, adv=3.415, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:09,  5.75it/s, loss=3.419, pair=36.062, adv=3.415, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:09,  5.75it/s, loss=1.766, pair=17.844, adv=3.449, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:04,  6.15it/s, loss=1.766, pair=17.844, adv=3.449, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:04,  6.15it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  11%| | 47/444 [00:07<01:08,  5.76it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:08,  5.76it/s, loss=0.445, pair=3.121, adv=3.458, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:04,  6.16it/s, loss=0.445, pair=3.121, adv=3.458, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:04,  6.16it/s, loss=0.408, pair=2.543, adv=3.423, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:10,  5.61it/s, loss=0.408, pair=2.543, adv=3.423, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:10,  5.61it/s, loss=0.704, pair=6.023, adv=3.450, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:05,  6.01it/s, loss=0.704, pair=6.023, adv=3.450, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:05,  6.01it/s, loss=0.907, pair=5.855, adv=3.451, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.80it/s, loss=0.907, pair=5.855, adv=3.451, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.80it/s, loss=0.498, pair=3.633, adv=3.441, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:03,  6.19it/s, loss=0.498, pair=3.633, adv=3.441, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:03,  6.19it/s, loss=0.413, pair=2.633, adv=3.464, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  12%| | 53/444 [00:08<01:06,  5.90it/s, loss=0.413, pair=2.633, adv=3.464, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:06,  5.90it/s, loss=0.841, pair=7.293, adv=3.471, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:02,  6.24it/s, loss=0.841, pair=7.293, adv=3.471, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:02,  6.24it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:06,  5.86it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:06,  5.86it/s, loss=1.319, pair=12.438, adv=3.459, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.23it/s, loss=1.319, pair=12.438, adv=3.459, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.23it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:07,  5.77it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:07,  5.77it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.008]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:02,  6.16it/s, loss=0.142, pair=0.000, adv=0.000, sprd=0.008]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:02,  6.16it/s, loss=0.725, pair=5.719, adv=3.489, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:09<01:05,  5.87it/s, loss=0.725, pair=5.719, adv=3.489, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.87it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.22it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.22it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:04,  5.91it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:04,  5.91it/s, loss=0.436, pair=2.777, adv=3.449, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:00,  6.27it/s, loss=0.436, pair=2.777, adv=3.449, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:00,  6.27it/s, loss=1.613, pair=16.078, adv=3.479, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:05,  5.85it/s, loss=1.613, pair=16.078, adv=3.479, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:05,  5.85it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:01,  6.22it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:01,  6.22it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:10<01:05,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:05,  5.78it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:01,  6.17it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:01,  6.17it/s, loss=0.381, pair=2.184, adv=3.408, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.381, pair=2.184, adv=3.408, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.72it/s, loss=0.731, pair=5.918, adv=3.461, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.13it/s, loss=0.731, pair=5.918, adv=3.461, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.13it/s, loss=0.409, pair=2.512, adv=3.464, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.75it/s, loss=0.409, pair=2.512, adv=3.464, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.75it/s, loss=0.925, pair=8.414, adv=3.425, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:01,  6.12it/s, loss=0.925, pair=8.414, adv=3.425, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:01,  6.12it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:11<01:04,  5.78it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:04,  5.78it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.19it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.19it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.87it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.87it/s, loss=0.298, pair=1.450, adv=3.477, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.22it/s, loss=0.298, pair=1.450, adv=3.477, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.22it/s, loss=0.489, pair=2.340, adv=3.462, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.85it/s, loss=0.489, pair=2.340, adv=3.462, sprd=0.006]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.85it/s, loss=0.691, pair=5.668, adv=3.413, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.21it/s, loss=0.691, pair=5.668, adv=3.413, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.21it/s, loss=0.287, pair=0.950, adv=3.492, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:12<01:04,  5.71it/s, loss=0.287, pair=0.950, adv=3.492, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:04,  5.71it/s, loss=0.755, pair=6.430, adv=3.459, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:59,  6.11it/s, loss=0.755, pair=6.430, adv=3.459, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:59,  6.11it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:04,  5.64it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:04,  5.64it/s, loss=0.171, pair=0.075, adv=3.445, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<01:00,  6.06it/s, loss=0.171, pair=0.075, adv=3.445, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<01:00,  6.06it/s, loss=1.305, pair=8.805, adv=3.444, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.80it/s, loss=1.305, pair=8.805, adv=3.444, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.80it/s, loss=2.584, pair=26.812, adv=3.476, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.18it/s, loss=2.584, pair=26.812, adv=3.476, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.18it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:13<01:01,  5.86it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:01,  5.86it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.24it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.24it/s, loss=2.269, pair=23.391, adv=3.471, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.90it/s, loss=2.269, pair=23.391, adv=3.471, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.90it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.27it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.27it/s, loss=0.251, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.85it/s, loss=0.251, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.85it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.23it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.23it/s, loss=1.378, pair=13.453, adv=3.446, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:14<01:01,  5.77it/s, loss=1.378, pair=13.453, adv=3.446, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.77it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.16it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.16it/s, loss=2.546, pair=24.812, adv=3.420, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.75it/s, loss=2.546, pair=24.812, adv=3.420, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.75it/s, loss=2.430, pair=25.234, adv=3.424, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.13it/s, loss=2.430, pair=25.234, adv=3.424, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.13it/s, loss=0.750, pair=6.492, adv=3.435, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:02,  5.60it/s, loss=0.750, pair=6.492, adv=3.435, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:02,  5.60it/s, loss=0.702, pair=6.039, adv=3.429, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:58,  6.01it/s, loss=0.702, pair=6.039, adv=3.429, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:58,  6.01it/s, loss=0.193, pair=0.091, adv=3.440, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.69it/s, loss=0.193, pair=0.091, adv=3.440, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.69it/s, loss=0.138, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.11it/s, loss=0.138, pair=0.000, adv=0.000, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.11it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:01,  5.67it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:01,  5.67it/s, loss=0.515, pair=3.715, adv=3.400, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.08it/s, loss=0.515, pair=3.715, adv=3.400, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.08it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:59,  5.81it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:59,  5.81it/s, loss=0.333, pair=1.778, adv=3.474, sprd=0.004]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:55,  6.21it/s, loss=0.333, pair=1.778, adv=3.474, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:55,  6.21it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.88it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.88it/s, loss=2.294, pair=23.672, adv=3.434, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.23it/s, loss=2.294, pair=23.672, adv=3.434, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.23it/s, loss=0.580, pair=4.430, adv=3.465, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.85it/s, loss=0.580, pair=4.430, adv=3.465, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.85it/s, loss=0.185, pair=0.309, adv=3.381, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=0.185, pair=0.309, adv=3.381, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=2.178, pair=22.328, adv=3.449, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.87it/s, loss=2.178, pair=22.328, adv=3.449, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.87it/s, loss=0.889, pair=7.918, adv=3.385, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.23it/s, loss=0.889, pair=7.918, adv=3.385, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:54,  6.23it/s, loss=0.938, pair=8.070, adv=3.445, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:56,  5.92it/s, loss=0.938, pair=8.070, adv=3.445, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:56,  5.92it/s, loss=2.126, pair=21.766, adv=3.377, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:53,  6.28it/s, loss=2.126, pair=21.766, adv=3.377, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:53,  6.28it/s, loss=1.002, pair=9.266, adv=3.471, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:56,  5.93it/s, loss=1.002, pair=9.266, adv=3.471, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:56,  5.93it/s, loss=1.223, pair=11.539, adv=3.442, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:53,  6.28it/s, loss=1.223, pair=11.539, adv=3.442, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:53,  6.28it/s, loss=1.190, pair=10.094, adv=3.459, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.94it/s, loss=1.190, pair=10.094, adv=3.459, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.94it/s, loss=0.474, pair=3.074, adv=3.405, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:52,  6.30it/s, loss=0.474, pair=3.074, adv=3.405, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:52,  6.30it/s, loss=1.492, pair=14.359, adv=3.416, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.83it/s, loss=1.492, pair=14.359, adv=3.416, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.83it/s, loss=0.561, pair=4.074, adv=3.433, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.561, pair=4.074, adv=3.433, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:55,  5.95it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:55,  5.95it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:51,  6.32it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:51,  6.32it/s, loss=0.953, pair=8.672, adv=3.411, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:56,  5.80it/s, loss=0.953, pair=8.672, adv=3.411, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:56,  5.80it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:52,  6.19it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:52,  6.19it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:58,  5.60it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:58,  5.60it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:53,  6.04it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:53,  6.04it/s, loss=1.235, pair=11.734, adv=3.405, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:56,  5.69it/s, loss=1.235, pair=11.734, adv=3.405, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:56,  5.69it/s, loss=1.019, pair=9.430, adv=3.416, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:52,  6.10it/s, loss=1.019, pair=9.430, adv=3.416, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:52,  6.10it/s, loss=3.571, pair=37.688, adv=3.407, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.76it/s, loss=3.571, pair=37.688, adv=3.407, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.76it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:51,  6.17it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:51,  6.17it/s, loss=1.357, pair=11.836, adv=3.401, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.76it/s, loss=1.357, pair=11.836, adv=3.401, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.76it/s, loss=0.591, pair=4.453, adv=3.436, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.16it/s, loss=0.591, pair=4.453, adv=3.436, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.16it/s, loss=0.229, pair=0.434, adv=3.450, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:55,  5.68it/s, loss=0.229, pair=0.434, adv=3.450, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:55,  5.68it/s, loss=1.780, pair=17.766, adv=3.471, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.09it/s, loss=1.780, pair=17.766, adv=3.471, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.09it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:55,  5.65it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:55,  5.65it/s, loss=1.405, pair=13.172, adv=3.402, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:51,  6.07it/s, loss=1.405, pair=13.172, adv=3.402, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:51,  6.07it/s, loss=0.272, pair=0.981, adv=3.417, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.73it/s, loss=0.272, pair=0.981, adv=3.417, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.73it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.14it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.14it/s, loss=0.693, pair=1.241, adv=3.443, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:52,  5.88it/s, loss=0.693, pair=1.241, adv=3.443, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:52,  5.88it/s, loss=1.380, pair=13.047, adv=3.411, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=1.380, pair=13.047, adv=3.411, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.22it/s, loss=0.699, pair=4.422, adv=3.456, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.67it/s, loss=0.699, pair=4.422, adv=3.456, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.67it/s, loss=2.045, pair=20.547, adv=3.408, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:50,  6.08it/s, loss=2.045, pair=20.547, adv=3.408, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:50,  6.08it/s, loss=0.589, pair=4.512, adv=3.452, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.87it/s, loss=0.589, pair=4.512, adv=3.452, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.87it/s, loss=1.438, pair=14.141, adv=3.460, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.24it/s, loss=1.438, pair=14.141, adv=3.460, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.24it/s, loss=1.576, pair=14.609, adv=3.497, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:51,  5.90it/s, loss=1.576, pair=14.609, adv=3.497, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:51,  5.90it/s, loss=0.526, pair=3.699, adv=3.463, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.25it/s, loss=0.526, pair=3.699, adv=3.463, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.25it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.85it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.85it/s, loss=2.040, pair=20.516, adv=3.460, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.24it/s, loss=2.040, pair=20.516, adv=3.460, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.24it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.85it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.85it/s, loss=0.828, pair=7.355, adv=3.415, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.24it/s, loss=0.828, pair=7.355, adv=3.415, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.24it/s, loss=0.204, pair=0.169, adv=3.457, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.92it/s, loss=0.204, pair=0.169, adv=3.457, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.92it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.29it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.29it/s, loss=0.334, pair=1.762, adv=3.460, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:49,  6.04it/s, loss=0.334, pair=1.762, adv=3.460, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:49,  6.04it/s, loss=0.675, pair=5.453, adv=3.407, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:46,  6.37it/s, loss=0.675, pair=5.453, adv=3.407, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:46,  6.37it/s, loss=1.836, pair=18.500, adv=3.442, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.84it/s, loss=1.836, pair=18.500, adv=3.442, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.84it/s, loss=1.499, pair=14.734, adv=3.448, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=1.499, pair=14.734, adv=3.448, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=1.511, pair=14.672, adv=3.452, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:51,  5.66it/s, loss=1.511, pair=14.672, adv=3.452, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:51,  5.66it/s, loss=0.552, pair=4.340, adv=3.414, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:48,  6.05it/s, loss=0.552, pair=4.340, adv=3.414, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:48,  6.05it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:50,  5.80it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:50,  5.80it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:46,  6.19it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:46,  6.19it/s, loss=1.102, pair=10.047, adv=3.369, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.86it/s, loss=1.102, pair=10.047, adv=3.369, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.86it/s, loss=0.286, pair=1.294, adv=3.420, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.21it/s, loss=0.286, pair=1.294, adv=3.420, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.21it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.88it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.88it/s, loss=0.880, pair=7.914, adv=3.430, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.25it/s, loss=0.880, pair=7.914, adv=3.430, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.25it/s, loss=0.283, pair=1.075, adv=3.477, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.85it/s, loss=0.283, pair=1.075, adv=3.477, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.85it/s, loss=1.945, pair=19.578, adv=3.469, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:45,  6.21it/s, loss=1.945, pair=19.578, adv=3.469, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:45,  6.21it/s, loss=1.655, pair=16.422, adv=3.453, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:50,  5.64it/s, loss=1.655, pair=16.422, adv=3.453, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:50,  5.64it/s, loss=0.697, pair=5.793, adv=3.480, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:46,  6.04it/s, loss=0.697, pair=5.793, adv=3.480, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:46,  6.04it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:49,  5.63it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:49,  5.63it/s, loss=0.186, pair=0.075, adv=3.427, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:46,  6.02it/s, loss=0.186, pair=0.075, adv=3.427, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:46,  6.02it/s, loss=0.680, pair=5.543, adv=3.462, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:48,  5.75it/s, loss=0.680, pair=5.543, adv=3.462, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:48,  5.75it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:45,  6.16it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:45,  6.16it/s, loss=1.673, pair=16.656, adv=3.420, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:47,  5.87it/s, loss=1.673, pair=16.656, adv=3.420, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:47,  5.87it/s, loss=0.306, pair=1.598, adv=3.479, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.23it/s, loss=0.306, pair=1.598, adv=3.479, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.23it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:46,  5.89it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:46,  5.89it/s, loss=1.742, pair=17.297, adv=3.466, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.25it/s, loss=1.742, pair=17.297, adv=3.466, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.25it/s, loss=1.603, pair=15.945, adv=3.476, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.92it/s, loss=1.603, pair=15.945, adv=3.476, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.92it/s, loss=0.421, pair=2.824, adv=3.411, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:43,  6.29it/s, loss=0.421, pair=2.824, adv=3.411, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:43,  6.29it/s, loss=1.636, pair=16.266, adv=3.433, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:45,  5.92it/s, loss=1.636, pair=16.266, adv=3.433, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:45,  5.92it/s, loss=0.753, pair=6.453, adv=3.408, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.27it/s, loss=0.753, pair=6.453, adv=3.408, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.27it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.86it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.86it/s, loss=1.889, pair=19.078, adv=3.455, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.24it/s, loss=1.889, pair=19.078, adv=3.455, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.24it/s, loss=0.801, pair=6.730, adv=3.481, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:47,  5.61it/s, loss=0.801, pair=6.730, adv=3.481, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:47,  5.61it/s, loss=0.988, pair=9.172, adv=3.437, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:44,  6.02it/s, loss=0.988, pair=9.172, adv=3.437, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:44,  6.02it/s, loss=0.426, pair=2.730, adv=3.493, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:46,  5.65it/s, loss=0.426, pair=2.730, adv=3.493, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:46,  5.65it/s, loss=0.212, pair=0.544, adv=3.405, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:43,  6.07it/s, loss=0.212, pair=0.544, adv=3.405, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:43,  6.07it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:46,  5.70it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:46,  5.70it/s, loss=0.234, pair=0.763, adv=3.450, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.11it/s, loss=0.234, pair=0.763, adv=3.450, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.11it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.84it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.84it/s, loss=1.542, pair=15.250, adv=3.493, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:41,  6.19it/s, loss=1.542, pair=15.250, adv=3.493, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:41,  6.19it/s, loss=0.729, pair=6.141, adv=3.473, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:44,  5.82it/s, loss=0.729, pair=6.141, adv=3.473, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:44,  5.82it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.19it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.19it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:43,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:43,  5.88it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:40,  6.27it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:40,  6.27it/s, loss=1.571, pair=13.172, adv=3.445, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  5.94it/s, loss=1.571, pair=13.172, adv=3.445, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  5.94it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:40,  6.30it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:40,  6.30it/s, loss=0.233, pair=0.575, adv=3.408, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.89it/s, loss=0.233, pair=0.575, adv=3.408, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.89it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.27it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.27it/s, loss=0.844, pair=7.500, adv=3.431, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.81it/s, loss=0.844, pair=7.500, adv=3.431, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.81it/s, loss=2.278, pair=23.531, adv=3.492, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.18it/s, loss=2.278, pair=23.531, adv=3.492, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.18it/s, loss=1.332, pair=11.773, adv=3.491, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.85it/s, loss=1.332, pair=11.773, adv=3.491, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.85it/s, loss=0.876, pair=7.699, adv=3.446, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:39,  6.20it/s, loss=0.876, pair=7.699, adv=3.446, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:39,  6.20it/s, loss=1.325, pair=12.766, adv=3.472, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:43,  5.67it/s, loss=1.325, pair=12.766, adv=3.472, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:43,  5.67it/s, loss=0.473, pair=3.199, adv=3.490, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:40,  6.08it/s, loss=0.473, pair=3.199, adv=3.490, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:40,  6.08it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:42,  5.76it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:42,  5.76it/s, loss=0.625, pair=5.047, adv=3.481, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.13it/s, loss=0.625, pair=5.047, adv=3.481, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.13it/s, loss=3.471, pair=36.438, adv=3.440, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.83it/s, loss=3.471, pair=36.438, adv=3.440, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.83it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:39,  6.21it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:39,  6.21it/s, loss=1.500, pair=13.609, adv=3.433, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.77it/s, loss=1.500, pair=13.609, adv=3.433, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.77it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.17it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.17it/s, loss=1.976, pair=20.141, adv=3.450, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.93it/s, loss=1.976, pair=20.141, adv=3.450, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.93it/s, loss=0.924, pair=4.199, adv=3.410, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:37,  6.26it/s, loss=0.924, pair=4.199, adv=3.410, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:37,  6.26it/s, loss=0.541, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.82it/s, loss=0.541, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.82it/s, loss=0.448, pair=3.105, adv=3.468, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:38,  6.18it/s, loss=0.448, pair=3.105, adv=3.468, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:38,  6.18it/s, loss=1.203, pair=10.766, adv=3.435, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.87it/s, loss=1.203, pair=10.766, adv=3.435, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.87it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.24it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.24it/s, loss=0.484, pair=2.199, adv=3.379, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:40,  5.81it/s, loss=0.484, pair=2.199, adv=3.379, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:40,  5.81it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.19it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.19it/s, loss=2.370, pair=24.234, adv=3.394, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.80it/s, loss=2.370, pair=24.234, adv=3.394, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.80it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:37,  6.18it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:37,  6.18it/s, loss=0.574, pair=4.395, adv=3.475, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.76it/s, loss=0.574, pair=4.395, adv=3.475, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.76it/s, loss=0.326, pair=1.746, adv=3.419, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:37,  6.16it/s, loss=0.326, pair=1.746, adv=3.419, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:37,  6.16it/s, loss=0.644, pair=4.137, adv=3.469, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:39,  5.82it/s, loss=0.644, pair=4.137, adv=3.469, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:39,  5.82it/s, loss=1.874, pair=18.891, adv=3.405, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.19it/s, loss=1.874, pair=18.891, adv=3.405, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.19it/s, loss=2.064, pair=20.891, adv=3.385, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:40,  5.58it/s, loss=2.064, pair=20.891, adv=3.385, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:40,  5.58it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:37,  6.01it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:37,  6.01it/s, loss=1.550, pair=15.453, adv=3.406, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:38,  5.78it/s, loss=1.550, pair=15.453, adv=3.406, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:38,  5.78it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.19it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.19it/s, loss=0.483, pair=2.215, adv=3.454, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.93it/s, loss=0.483, pair=2.215, adv=3.454, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.93it/s, loss=0.510, pair=3.730, adv=3.465, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.24it/s, loss=0.510, pair=3.730, adv=3.465, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.24it/s, loss=2.568, pair=26.516, adv=3.478, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:38,  5.66it/s, loss=2.568, pair=26.516, adv=3.478, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:38,  5.66it/s, loss=0.345, pair=1.388, adv=3.413, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:35,  6.08it/s, loss=0.345, pair=1.388, adv=3.413, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:35,  6.08it/s, loss=0.440, pair=0.618, adv=3.445, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:37,  5.83it/s, loss=0.440, pair=0.618, adv=3.445, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:37,  5.83it/s, loss=1.501, pair=14.656, adv=3.478, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.21it/s, loss=1.501, pair=14.656, adv=3.478, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.21it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:36,  5.90it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:36,  5.90it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.27it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.27it/s, loss=0.373, pair=2.199, adv=3.441, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.83it/s, loss=0.373, pair=2.199, adv=3.441, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.83it/s, loss=1.144, pair=10.891, adv=3.464, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.19it/s, loss=1.144, pair=10.891, adv=3.464, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:34,  6.19it/s, loss=0.967, pair=5.883, adv=3.440, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:35,  5.90it/s, loss=0.967, pair=5.883, adv=3.440, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:35,  5.90it/s, loss=0.913, pair=8.234, adv=3.411, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.24it/s, loss=0.913, pair=8.234, adv=3.411, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.24it/s, loss=1.197, pair=9.164, adv=3.454, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.82it/s, loss=1.197, pair=9.164, adv=3.454, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.82it/s, loss=0.556, pair=4.434, adv=3.476, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.21it/s, loss=0.556, pair=4.434, adv=3.476, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.21it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.81it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.81it/s, loss=2.513, pair=26.109, adv=3.454, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:33,  6.20it/s, loss=2.513, pair=26.109, adv=3.454, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.20it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.83it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.83it/s, loss=0.867, pair=7.859, adv=3.436, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.20it/s, loss=0.867, pair=7.859, adv=3.436, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.20it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.81it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.81it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.21it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.21it/s, loss=0.602, pair=3.168, adv=3.403, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.79it/s, loss=0.602, pair=3.168, adv=3.403, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.79it/s, loss=1.793, pair=18.172, adv=3.468, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.18it/s, loss=1.793, pair=18.172, adv=3.468, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.18it/s, loss=2.889, pair=29.156, adv=3.422, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.73it/s, loss=2.889, pair=29.156, adv=3.422, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.73it/s, loss=2.203, pair=22.672, adv=3.352, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.13it/s, loss=2.203, pair=22.672, adv=3.352, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.13it/s, loss=0.284, pair=0.700, adv=3.469, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.85it/s, loss=0.284, pair=0.700, adv=3.469, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.85it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.24it/s, loss=0.980, pair=8.594, adv=3.418, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.81it/s, loss=0.980, pair=8.594, adv=3.418, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.81it/s, loss=0.370, pair=2.059, adv=3.447, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.20it/s, loss=0.370, pair=2.059, adv=3.447, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.20it/s, loss=1.233, pair=8.703, adv=3.421, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:33,  5.70it/s, loss=1.233, pair=8.703, adv=3.421, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:33,  5.70it/s, loss=1.879, pair=18.953, adv=3.371, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:34,  5.61it/s, loss=1.879, pair=18.953, adv=3.371, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:34,  5.61it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:34,  5.58it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:34,  5.58it/s, loss=0.236, pair=0.638, adv=3.323, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:31,  6.02it/s, loss=0.236, pair=0.638, adv=3.323, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:31,  6.02it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:33,  5.60it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:33,  5.60it/s, loss=1.090, pair=10.141, adv=3.311, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:31,  6.04it/s, loss=1.090, pair=10.141, adv=3.311, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:31,  6.04it/s, loss=0.765, pair=6.406, adv=3.291, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:33,  5.65it/s, loss=0.765, pair=6.406, adv=3.291, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:33,  5.65it/s, loss=1.238, pair=11.578, adv=3.295, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:30,  6.05it/s, loss=1.238, pair=11.578, adv=3.295, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:30,  6.05it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:32,  5.70it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:32,  5.70it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:30,  6.10it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:30,  6.10it/s, loss=1.460, pair=14.234, adv=3.187, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.81it/s, loss=1.460, pair=14.234, adv=3.187, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.81it/s, loss=1.698, pair=17.016, adv=3.187, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.18it/s, loss=1.698, pair=17.016, adv=3.187, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.18it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:31,  5.83it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:31,  5.83it/s, loss=0.662, pair=5.434, adv=3.175, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.19it/s, loss=0.662, pair=5.434, adv=3.175, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.19it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.86it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.86it/s, loss=0.183, pair=0.059, adv=3.173, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.23it/s, loss=0.183, pair=0.059, adv=3.173, sprd=0.006
Ep 014/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.23it/s, loss=1.463, pair=13.414, adv=3.120, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.82it/s, loss=1.463, pair=13.414, adv=3.120, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.82it/s, loss=1.201, pair=11.328, adv=3.051, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.17it/s, loss=1.201, pair=11.328, adv=3.051, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.17it/s, loss=0.946, pair=8.562, adv=2.934, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:31,  5.62it/s, loss=0.946, pair=8.562, adv=2.934, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:31,  5.62it/s, loss=0.811, pair=7.059, adv=2.914, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.03it/s, loss=0.811, pair=7.059, adv=2.914, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.03it/s, loss=0.600, pair=3.668, adv=2.950, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.66it/s, loss=0.600, pair=3.668, adv=2.950, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.66it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.09it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.09it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.80it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.80it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.20it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:27,  6.20it/s, loss=0.362, pair=2.199, adv=2.891, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.362, pair=2.199, adv=2.891, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.16it/s, loss=1.174, pair=11.266, adv=2.848, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.81it/s, loss=1.174, pair=11.266, adv=2.848, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.81it/s, loss=1.153, pair=10.969, adv=2.825, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.16it/s, loss=1.153, pair=10.969, adv=2.825, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.16it/s, loss=0.681, pair=5.762, adv=2.688, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.89it/s, loss=0.681, pair=5.762, adv=2.688, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.89it/s, loss=1.470, pair=14.648, adv=2.818, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.23it/s, loss=1.470, pair=14.648, adv=2.818, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:26,  6.23it/s, loss=1.449, pair=14.359, adv=2.722, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.75it/s, loss=1.449, pair=14.359, adv=2.722, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.75it/s, loss=0.624, pair=5.309, adv=2.596, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.13it/s, loss=0.624, pair=5.309, adv=2.596, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.13it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:28,  5.72it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:28,  5.72it/s, loss=0.185, pair=0.387, adv=2.779, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:26,  6.12it/s, loss=0.185, pair=0.387, adv=2.779, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:26,  6.12it/s, loss=3.375, pair=34.719, adv=2.746, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:28,  5.67it/s, loss=3.375, pair=34.719, adv=2.746, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:28,  5.67it/s, loss=1.092, pair=10.328, adv=2.672, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:26,  6.05it/s, loss=1.092, pair=10.328, adv=2.672, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:26,  6.05it/s, loss=0.301, pair=1.450, adv=2.863, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.74it/s, loss=0.301, pair=1.450, adv=2.863, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.74it/s, loss=1.586, pair=15.922, adv=2.558, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.12it/s, loss=1.586, pair=15.922, adv=2.558, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.12it/s, loss=0.610, pair=4.574, adv=2.664, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:26,  5.78it/s, loss=0.610, pair=4.574, adv=2.664, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:26,  5.78it/s, loss=0.299, pair=1.216, adv=2.533, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.13it/s, loss=0.299, pair=1.216, adv=2.533, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.13it/s, loss=1.101, pair=10.352, adv=2.597, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.79it/s, loss=1.101, pair=10.352, adv=2.597, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.79it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.18it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:24,  6.18it/s, loss=0.845, pair=7.699, adv=2.475, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:26,  5.63it/s, loss=0.845, pair=7.699, adv=2.475, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:26,  5.63it/s, loss=0.443, pair=3.146, adv=2.535, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.03it/s, loss=0.443, pair=3.146, adv=2.535, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.03it/s, loss=0.911, pair=7.824, adv=2.530, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.77it/s, loss=0.911, pair=7.824, adv=2.530, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.77it/s, loss=1.250, pair=12.141, adv=2.320, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:24,  6.13it/s, loss=1.250, pair=12.141, adv=2.320, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:24,  6.13it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.72it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.72it/s, loss=0.230, pair=0.903, adv=2.517, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.12it/s, loss=0.230, pair=0.903, adv=2.517, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.12it/s, loss=1.173, pair=11.375, adv=2.622, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.73it/s, loss=1.173, pair=11.375, adv=2.622, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.73it/s, loss=1.248, pair=12.328, adv=2.474, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.12it/s, loss=1.248, pair=12.328, adv=2.474, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.12it/s, loss=1.453, pair=14.578, adv=2.439, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.85it/s, loss=1.453, pair=14.578, adv=2.439, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.85it/s, loss=0.684, pair=5.996, adv=2.475, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.22it/s, loss=0.684, pair=5.996, adv=2.475, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.22it/s, loss=0.885, pair=8.125, adv=2.529, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.75it/s, loss=0.885, pair=8.125, adv=2.529, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.75it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:22,  6.15it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:22,  6.15it/s, loss=0.399, pair=2.574, adv=2.486, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.93it/s, loss=0.399, pair=2.574, adv=2.486, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.93it/s, loss=0.456, pair=3.480, adv=2.546, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:21,  6.28it/s, loss=0.456, pair=3.480, adv=2.546, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:21,  6.28it/s, loss=1.056, pair=10.164, adv=2.528, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.89it/s, loss=1.056, pair=10.164, adv=2.528, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.89it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.24it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.24it/s, loss=0.401, pair=2.262, adv=2.475, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.81it/s, loss=0.401, pair=2.262, adv=2.475, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.81it/s, loss=1.997, pair=20.703, adv=2.431, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:21,  6.20it/s, loss=1.997, pair=20.703, adv=2.431, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:21,  6.20it/s, loss=2.584, pair=26.578, adv=2.588, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.71it/s, loss=2.584, pair=26.578, adv=2.588, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.71it/s, loss=1.337, pair=13.219, adv=2.420, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.11it/s, loss=1.337, pair=13.219, adv=2.420, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.11it/s, loss=2.010, pair=20.562, adv=2.474, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.70it/s, loss=2.010, pair=20.562, adv=2.474, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.70it/s, loss=2.286, pair=23.547, adv=2.602, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.06it/s, loss=2.286, pair=23.547, adv=2.602, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.06it/s, loss=0.440, pair=3.074, adv=2.296, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.65it/s, loss=0.440, pair=3.074, adv=2.296, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.65it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:21,  6.06it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:21,  6.06it/s, loss=1.171, pair=11.391, adv=2.158, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.81it/s, loss=1.171, pair=11.391, adv=2.158, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.81it/s, loss=0.436, pair=3.387, adv=2.247, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.17it/s, loss=0.436, pair=3.387, adv=2.247, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.17it/s, loss=1.199, pair=11.672, adv=2.410, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.76it/s, loss=1.199, pair=11.672, adv=2.410, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.76it/s, loss=0.140, pair=0.028, adv=2.343, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:20,  6.13it/s, loss=0.140, pair=0.028, adv=2.343, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:20,  6.13it/s, loss=0.690, pair=4.828, adv=2.241, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.84it/s, loss=0.690, pair=4.828, adv=2.241, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.84it/s, loss=0.299, pair=1.716, adv=2.419, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.19it/s, loss=0.299, pair=1.716, adv=2.419, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.19it/s, loss=0.637, pair=5.598, adv=2.233, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.86it/s, loss=0.637, pair=5.598, adv=2.233, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.86it/s, loss=0.152, pair=0.044, adv=2.389, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.24it/s, loss=0.152, pair=0.044, adv=2.389, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.24it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.83it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.83it/s, loss=0.574, pair=4.715, adv=2.293, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.18it/s, loss=0.574, pair=4.715, adv=2.293, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.18it/s, loss=1.649, pair=16.734, adv=2.266, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:19,  5.91it/s, loss=1.649, pair=16.734, adv=2.266, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:19,  5.91it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.29it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.29it/s, loss=2.158, pair=22.453, adv=2.131, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.87it/s, loss=2.158, pair=22.453, adv=2.131, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.87it/s, loss=0.212, pair=0.794, adv=2.410, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.23it/s, loss=0.212, pair=0.794, adv=2.410, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.23it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.92it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.92it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.29it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.29it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:18,  6.01it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:18,  6.01it/s, loss=2.316, pair=24.172, adv=2.471, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:17,  6.33it/s, loss=2.316, pair=24.172, adv=2.471, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.33it/s, loss=0.139, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  6.00it/s, loss=0.139, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  6.00it/s, loss=0.204, pair=0.810, adv=2.084, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.32it/s, loss=0.204, pair=0.810, adv=2.084, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.32it/s, loss=2.661, pair=27.938, adv=2.381, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.87it/s, loss=2.661, pair=27.938, adv=2.381, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.87it/s, loss=0.369, pair=2.621, adv=2.231, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:16,  6.24it/s, loss=0.369, pair=2.621, adv=2.231, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:16,  6.24it/s, loss=0.529, pair=2.480, adv=2.310, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.72it/s, loss=0.529, pair=2.480, adv=2.310, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.72it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.13it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.13it/s, loss=0.792, pair=7.266, adv=2.181, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.84it/s, loss=0.792, pair=7.266, adv=2.181, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.84it/s, loss=0.861, pair=8.047, adv=2.233, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.19it/s, loss=0.861, pair=8.047, adv=2.233, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.19it/s, loss=3.025, pair=30.984, adv=2.203, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.85it/s, loss=3.025, pair=30.984, adv=2.203, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.85it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.22it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.22it/s, loss=0.829, pair=7.637, adv=2.347, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.84it/s, loss=0.829, pair=7.637, adv=2.347, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.84it/s, loss=0.817, pair=7.508, adv=2.237, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.21it/s, loss=0.817, pair=7.508, adv=2.237, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:15,  6.21it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.71it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.71it/s, loss=3.012, pair=31.953, adv=2.281, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.11it/s, loss=3.012, pair=31.953, adv=2.281, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.11it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:17,  5.47it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:17,  5.47it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  5.93it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  5.93it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.71it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.71it/s, loss=0.619, pair=5.324, adv=2.329, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:15,  6.07it/s, loss=0.619, pair=5.324, adv=2.329, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:15,  6.07it/s, loss=0.497, pair=3.465, adv=2.460, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.83it/s, loss=0.497, pair=3.465, adv=2.460, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.83it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.19it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.19it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.84it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.84it/s, loss=0.985, pair=9.438, adv=2.213, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.19it/s, loss=0.985, pair=9.438, adv=2.213, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.19it/s, loss=0.947, pair=9.070, adv=2.064, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.92it/s, loss=0.947, pair=9.070, adv=2.064, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.92it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.29it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.29it/s, loss=0.153, pair=0.200, adv=2.229, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.82it/s, loss=0.153, pair=0.200, adv=2.229, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.82it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.18it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.18it/s, loss=0.442, pair=3.496, adv=2.060, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.77it/s, loss=0.442, pair=3.496, adv=2.060, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.77it/s, loss=0.462, pair=3.711, adv=2.223, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.13it/s, loss=0.462, pair=3.711, adv=2.223, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.13it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:13,  5.83it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:13,  5.83it/s, loss=2.743, pair=29.125, adv=1.914, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:12,  6.20it/s, loss=2.743, pair=29.125, adv=1.914, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:12,  6.20it/s, loss=1.248, pair=12.406, adv=2.195, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.76it/s, loss=1.248, pair=12.406, adv=2.195, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.76it/s, loss=0.714, pair=6.465, adv=2.302, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.12it/s, loss=0.714, pair=6.465, adv=2.302, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.12it/s, loss=0.871, pair=8.156, adv=2.257, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.74it/s, loss=0.871, pair=8.156, adv=2.257, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.74it/s, loss=1.747, pair=17.859, adv=2.329, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.13it/s, loss=1.747, pair=17.859, adv=2.329, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.13it/s, loss=1.168, pair=10.828, adv=2.218, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:13,  5.75it/s, loss=1.168, pair=10.828, adv=2.218, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:13,  5.75it/s, loss=0.622, pair=5.277, adv=2.185, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:12,  6.14it/s, loss=0.622, pair=5.277, adv=2.185, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.14it/s, loss=1.548, pair=14.328, adv=2.175, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.81it/s, loss=1.548, pair=14.328, adv=2.175, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.81it/s, loss=0.139, pair=0.044, adv=1.953, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.19it/s, loss=0.139, pair=0.044, adv=1.953, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.19it/s, loss=1.942, pair=19.719, adv=2.120, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.74it/s, loss=1.942, pair=19.719, adv=2.120, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.74it/s, loss=1.961, pair=20.344, adv=1.944, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.13it/s, loss=1.961, pair=20.344, adv=1.944, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.13it/s, loss=0.203, pair=0.262, adv=2.074, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:12,  5.70it/s, loss=0.203, pair=0.262, adv=2.074, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:03<00:12,  5.70it/s, loss=0.612, pair=5.125, adv=2.340, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:11,  6.07it/s, loss=0.612, pair=5.125, adv=2.340, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:11,  6.07it/s, loss=1.032, pair=9.711, adv=1.965, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.79it/s, loss=1.032, pair=9.711, adv=1.965, sprd=0.002
Ep 014/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.79it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.19it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.19it/s, loss=1.016, pair=9.266, adv=2.317, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.66it/s, loss=1.016, pair=9.266, adv=2.317, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.66it/s, loss=1.244, pair=12.359, adv=2.121, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.06it/s, loss=1.244, pair=12.359, adv=2.121, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.06it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.82it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:04<00:10,  5.82it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:09,  6.22it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:09,  6.22it/s, loss=2.880, pair=30.609, adv=1.923, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.82it/s, loss=2.880, pair=30.609, adv=1.923, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.82it/s, loss=1.217, pair=12.062, adv=2.125, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.20it/s, loss=1.217, pair=12.062, adv=2.125, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.20it/s, loss=0.760, pair=5.773, adv=2.092, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.78it/s, loss=0.760, pair=5.773, adv=2.092, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.78it/s, loss=1.128, pair=10.203, adv=2.363, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.17it/s, loss=1.128, pair=10.203, adv=2.363, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.17it/s, loss=1.145, pair=11.070, adv=2.172, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.84it/s, loss=1.145, pair=11.070, adv=2.172, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:05<00:09,  5.84it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:09,  6.21it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:09,  6.21it/s, loss=0.193, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.84it/s, loss=0.193, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.84it/s, loss=1.396, pair=13.766, adv=2.206, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.18it/s, loss=1.396, pair=13.766, adv=2.206, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.18it/s, loss=1.150, pair=11.164, adv=1.950, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.89it/s, loss=1.150, pair=11.164, adv=1.950, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.89it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.25it/s, loss=0.238, pair=0.919, adv=2.203, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.91it/s, loss=0.238, pair=0.919, adv=2.203, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:06<00:08,  5.91it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:07,  6.27it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.005
Ep 014/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:07,  6.27it/s, loss=0.707, pair=6.414, adv=2.022, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.85it/s, loss=0.707, pair=6.414, adv=2.022, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.85it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.24it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.24it/s, loss=0.404, pair=1.763, adv=2.123, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.92it/s, loss=0.404, pair=1.763, adv=2.123, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.92it/s, loss=0.127, pair=0.000, adv=2.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.29it/s, loss=0.127, pair=0.000, adv=2.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.29it/s, loss=0.447, pair=3.402, adv=2.100, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.82it/s, loss=0.447, pair=3.402, adv=2.100, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.82it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.21it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.21it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.90it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.90it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.28it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.28it/s, loss=3.386, pair=36.125, adv=2.061, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.59it/s, loss=3.386, pair=36.125, adv=2.061, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.59it/s, loss=2.955, pair=31.453, adv=2.102, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.02it/s, loss=2.955, pair=31.453, adv=2.102, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.02it/s, loss=0.587, pair=4.922, adv=1.978, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.76it/s, loss=0.587, pair=4.922, adv=1.978, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:08<00:06,  5.76it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.17it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.17it/s, loss=0.214, pair=0.544, adv=1.948, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  6.00it/s, loss=0.214, pair=0.544, adv=1.948, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  6.00it/s, loss=0.354, pair=2.480, adv=2.077, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.34it/s, loss=0.354, pair=2.480, adv=2.077, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.34it/s, loss=1.476, pair=14.992, adv=2.021, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.73it/s, loss=1.476, pair=14.992, adv=2.021, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.73it/s, loss=0.188, pair=0.508, adv=2.255, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.14it/s, loss=0.188, pair=0.508, adv=2.255, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.14it/s, loss=0.395, pair=2.887, adv=1.899, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.71it/s, loss=0.395, pair=2.887, adv=1.899, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:09<00:05,  5.71it/s, loss=1.605, pair=16.469, adv=2.030, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.12it/s, loss=1.605, pair=16.469, adv=2.030, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.12it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.86it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.86it/s, loss=0.621, pair=5.418, adv=2.140, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.24it/s, loss=0.621, pair=5.418, adv=2.140, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.24it/s, loss=0.516, pair=0.012, adv=2.226, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.93it/s, loss=0.516, pair=0.012, adv=2.226, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.93it/s, loss=2.818, pair=29.969, adv=2.011, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.30it/s, loss=2.818, pair=29.969, adv=2.011, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.30it/s, loss=1.012, pair=9.727, adv=2.265, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  6.00it/s, loss=1.012, pair=9.727, adv=2.265, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  6.00it/s, loss=0.164, pair=0.513, adv=1.991, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.32it/s, loss=0.164, pair=0.513, adv=1.991, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.32it/s, loss=0.208, pair=0.450, adv=1.976, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.97it/s, loss=0.208, pair=0.450, adv=1.976, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.97it/s, loss=0.888, pair=8.391, adv=2.066, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.30it/s, loss=0.888, pair=8.391, adv=2.066, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.30it/s, loss=1.878, pair=17.266, adv=2.259, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  6.02it/s, loss=1.878, pair=17.266, adv=2.259, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  6.02it/s, loss=0.539, pair=4.543, adv=2.136, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.35it/s, loss=0.539, pair=4.543, adv=2.136, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.35it/s, loss=0.204, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  6.12it/s, loss=0.204, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  6.12it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.43it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.43it/s, loss=0.376, pair=2.684, adv=2.164, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  6.03it/s, loss=0.376, pair=2.684, adv=2.164, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  6.03it/s, loss=1.469, pair=14.641, adv=1.967, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.37it/s, loss=1.469, pair=14.641, adv=1.967, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.37it/s, loss=2.186, pair=22.703, adv=2.101, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.98it/s, loss=2.186, pair=22.703, adv=2.101, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.98it/s, loss=1.579, pair=15.922, adv=2.238, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.33it/s, loss=1.579, pair=15.922, adv=2.238, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.33it/s, loss=1.843, pair=15.555, adv=2.278, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  6.02it/s, loss=1.843, pair=15.555, adv=2.278, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  6.02it/s, loss=0.410, pair=3.168, adv=1.920, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.35it/s, loss=0.410, pair=3.168, adv=1.920, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.35it/s, loss=0.728, pair=6.574, adv=2.009, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.94it/s, loss=0.728, pair=6.574, adv=2.009, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.94it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.31it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.31it/s, loss=0.779, pair=6.984, adv=2.155, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.98it/s, loss=0.779, pair=6.984, adv=2.155, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.98it/s, loss=0.188, pair=0.481, adv=2.139, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.31it/s, loss=0.188, pair=0.481, adv=2.139, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.31it/s, loss=0.239, pair=0.810, adv=2.241, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.95it/s, loss=0.239, pair=0.810, adv=2.241, sprd=0.004
Ep 014/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.95it/s, loss=2.748, pair=29.031, adv=2.326, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.29it/s, loss=2.748, pair=29.031, adv=2.326, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.29it/s, loss=1.068, pair=10.234, adv=2.096, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.98it/s, loss=1.068, pair=10.234, adv=2.096, sprd=0.00
Ep 014/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.98it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.34it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.34it/s, loss=0.456, pair=2.387, adv=2.129, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  6.06it/s, loss=0.456, pair=2.387, adv=2.129, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  6.06it/s, loss=0.764, pair=6.980, adv=2.208, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.39it/s, loss=0.764, pair=6.980, adv=2.208, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.39it/s, loss=0.661, pair=5.277, adv=1.932, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.97it/s, loss=0.661, pair=5.277, adv=1.932, sprd=0.003
Ep 014/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.97it/s, loss=1.733, pair=17.797, adv=2.073, sprd=0.00
Ep 014/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.31it/s, loss=1.733, pair=17.797, adv=2.073, sprd=0.00
Ep 014/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  6.04it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 014/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  6.04it/s, loss=1.347, pair=13.609, adv=1.875, sprd=0.00
Ep 014/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.37it/s, loss=1.347, pair=13.609, adv=1.875, sprd=0.00
                                                                                                              
Epoch 014/60 [S1→S2:ramp]  loss=0.8133  mat=0.1847  sens=7.8562  pair=7.2243  adv=2.1360(rand=3.37)  deg=0.0241  orth=0.0178  spread=0.0037  q_mean=51.8  q_std=18.8  α=0.16 β=0.09 γ=0.88 λ_grl=0.600  lr=8.94e-05  74s

Ep 015/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 015/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:37,  2.82it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:37,  2.82it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:40,  4.42it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:40,  4.42it/s, loss=0.198, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:35,  4.62it/s, loss=0.198, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:35,  4.62it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:21,  5.42it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%| | 4/444 [00:01<01:21,  5.42it/s, loss=1.554, pair=11.367, adv=2.223, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%| | 5/444 [00:01<01:22,  5.30it/s, loss=1.554, pair=11.367, adv=2.223, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%| | 5/444 [00:01<01:22,  5.30it/s, loss=1.926, pair=14.844, adv=2.101, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%| | 6/444 [00:01<01:15,  5.83it/s, loss=1.926, pair=14.844, adv=2.101, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:15,  5.83it/s, loss=0.355, pair=1.486, adv=2.229, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:21,  5.34it/s, loss=0.355, pair=1.486, adv=2.229, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:21,  5.34it/s, loss=1.100, pair=7.844, adv=2.139, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:14,  5.83it/s, loss=1.100, pair=7.844, adv=2.139, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:14,  5.83it/s, loss=0.227, pair=0.466, adv=2.018, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:19,  5.46it/s, loss=0.227, pair=0.466, adv=2.018, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:19,  5.46it/s, loss=0.202, pair=0.411, adv=1.901, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:13,  5.90it/s, loss=0.202, pair=0.411, adv=1.901, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%| | 10/444 [00:02<01:13,  5.90it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:16,  5.65it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:16,  5.65it/s, loss=1.075, pair=7.512, adv=2.161, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:11,  6.06it/s, loss=1.075, pair=7.512, adv=2.161, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:11,  6.06it/s, loss=0.268, pair=0.763, adv=2.003, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.79it/s, loss=0.268, pair=0.763, adv=2.003, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.79it/s, loss=0.820, pair=5.480, adv=2.025, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:09,  6.16it/s, loss=0.820, pair=5.480, adv=2.025, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:09,  6.16it/s, loss=1.947, pair=14.656, adv=2.144, sprd=0.004
Ep 015/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:15,  5.70it/s, loss=1.947, pair=14.656, adv=2.144, sprd=0.004
Ep 015/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:15,  5.70it/s, loss=0.586, pair=3.559, adv=1.761, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:10,  6.10it/s, loss=0.586, pair=3.559, adv=1.761, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   4%| | 16/444 [00:03<01:10,  6.10it/s, loss=0.148, pair=0.000, adv=0.000, sprd=0.006]
Ep 015/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:12,  5.85it/s, loss=0.148, pair=0.000, adv=0.000, sprd=0.006]
Ep 015/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:12,  5.85it/s, loss=0.187, pair=0.247, adv=1.981, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=0.187, pair=0.247, adv=1.981, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.20it/s, loss=1.014, pair=6.953, adv=1.904, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:13,  5.78it/s, loss=1.014, pair=6.953, adv=1.904, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:13,  5.78it/s, loss=0.916, pair=6.277, adv=2.225, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.15it/s, loss=0.916, pair=6.277, adv=2.225, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.15it/s, loss=0.547, pair=2.418, adv=1.972, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:12,  5.86it/s, loss=0.547, pair=2.418, adv=1.972, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:12,  5.86it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:07,  6.22it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 22/444 [00:04<01:07,  6.22it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:10,  5.94it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:10,  5.94it/s, loss=3.486, pair=27.797, adv=2.122, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:06,  6.29it/s, loss=3.486, pair=27.797, adv=2.122, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:06,  6.29it/s, loss=1.393, pair=10.336, adv=1.887, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.88it/s, loss=1.393, pair=10.336, adv=1.887, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.88it/s, loss=0.450, pair=2.512, adv=2.040, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:06,  6.25it/s, loss=0.450, pair=2.512, adv=2.040, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:06,  6.25it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:11,  5.82it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:11,  5.82it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:07,  6.20it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   6%| | 28/444 [00:05<01:07,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:11,  5.82it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:11,  5.82it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:06,  6.21it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:06,  6.21it/s, loss=1.477, pair=11.008, adv=2.010, sprd=0.004
Ep 015/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.68it/s, loss=1.477, pair=11.008, adv=2.010, sprd=0.004
Ep 015/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.68it/s, loss=3.499, pair=28.016, adv=1.872, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=3.499, pair=28.016, adv=1.872, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.81it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.81it/s, loss=0.148, pair=0.000, adv=1.780, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:06,  6.20it/s, loss=0.148, pair=0.000, adv=1.780, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   8%| | 34/444 [00:06<01:06,  6.20it/s, loss=2.885, pair=22.797, adv=2.010, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.90it/s, loss=2.885, pair=22.797, adv=2.010, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.90it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.25it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.25it/s, loss=0.708, pair=3.512, adv=2.040, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.84it/s, loss=0.708, pair=3.512, adv=2.040, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.84it/s, loss=1.282, pair=9.398, adv=2.125, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.21it/s, loss=1.282, pair=9.398, adv=2.125, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.21it/s, loss=2.565, pair=20.141, adv=2.061, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:11,  5.70it/s, loss=2.565, pair=20.141, adv=2.061, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:11,  5.70it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:06,  6.09it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:   9%| | 40/444 [00:07<01:06,  6.09it/s, loss=1.657, pair=12.562, adv=2.062, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.76it/s, loss=1.657, pair=12.562, adv=2.062, sprd=0.003
Ep 015/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.76it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.17it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.17it/s, loss=3.350, pair=26.688, adv=1.978, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:08,  5.86it/s, loss=3.350, pair=26.688, adv=1.978, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:08,  5.86it/s, loss=0.559, pair=3.512, adv=1.940, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=0.559, pair=3.512, adv=1.940, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.23it/s, loss=1.166, pair=8.297, adv=2.121, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.89it/s, loss=1.166, pair=8.297, adv=2.121, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.89it/s, loss=3.578, pair=28.453, adv=2.105, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:03,  6.23it/s, loss=3.578, pair=28.453, adv=2.105, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  10%| | 46/444 [00:08<01:03,  6.23it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:08,  5.84it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:08,  5.84it/s, loss=0.548, pair=3.137, adv=2.139, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:03,  6.19it/s, loss=0.548, pair=3.137, adv=2.139, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:03,  6.19it/s, loss=0.203, pair=0.044, adv=1.929, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:08,  5.78it/s, loss=0.203, pair=0.044, adv=1.929, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:08,  5.78it/s, loss=1.504, pair=11.344, adv=1.992, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:04,  6.13it/s, loss=1.504, pair=11.344, adv=1.992, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:04,  6.13it/s, loss=2.521, pair=19.625, adv=2.103, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.82it/s, loss=2.521, pair=19.625, adv=2.103, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.82it/s, loss=1.215, pair=8.891, adv=1.934, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:03,  6.18it/s, loss=1.215, pair=8.891, adv=1.934, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  12%| | 52/444 [00:09<01:03,  6.18it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:08,  5.75it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:08,  5.75it/s, loss=1.442, pair=10.500, adv=2.003, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.14it/s, loss=1.442, pair=10.500, adv=2.003, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.14it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:06,  5.85it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:06,  5.85it/s, loss=2.324, pair=18.172, adv=1.903, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.20it/s, loss=2.324, pair=18.172, adv=1.903, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.20it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:06,  5.80it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:06,  5.80it/s, loss=0.146, pair=0.000, adv=1.994, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:02,  6.17it/s, loss=0.146, pair=0.000, adv=1.994, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:10<01:02,  6.17it/s, loss=0.407, pair=0.419, adv=2.010, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:06,  5.77it/s, loss=0.407, pair=0.419, adv=2.010, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:06,  5.77it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:02,  6.15it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:02,  6.15it/s, loss=1.997, pair=15.406, adv=2.010, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:08,  5.62it/s, loss=1.997, pair=15.406, adv=2.010, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:08,  5.62it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:03,  6.03it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:03,  6.03it/s, loss=1.424, pair=10.516, adv=1.993, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:08,  5.60it/s, loss=1.424, pair=10.516, adv=1.993, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:08,  5.60it/s, loss=1.836, pair=14.078, adv=1.994, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:03,  6.01it/s, loss=1.836, pair=14.078, adv=1.994, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:11<01:03,  6.01it/s, loss=3.130, pair=24.859, adv=1.954, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:06,  5.71it/s, loss=3.130, pair=24.859, adv=1.954, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:06,  5.71it/s, loss=1.189, pair=8.539, adv=2.008, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.09it/s, loss=1.189, pair=8.539, adv=2.008, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.09it/s, loss=1.718, pair=12.859, adv=2.022, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.76it/s, loss=1.718, pair=12.859, adv=2.022, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.76it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.14it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.14it/s, loss=0.869, pair=5.137, adv=1.895, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.79it/s, loss=0.869, pair=5.137, adv=1.895, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.79it/s, loss=2.590, pair=20.250, adv=2.219, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.15it/s, loss=2.590, pair=20.250, adv=2.219, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:12<01:00,  6.15it/s, loss=1.427, pair=10.680, adv=2.046, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:04,  5.77it/s, loss=1.427, pair=10.680, adv=2.046, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:04,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.17it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.17it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.86it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.86it/s, loss=0.893, pair=6.152, adv=2.020, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.21it/s, loss=0.893, pair=6.152, adv=2.020, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.21it/s, loss=1.521, pair=10.609, adv=1.830, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.83it/s, loss=1.521, pair=10.609, adv=1.830, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.83it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.20it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:13<00:59,  6.20it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:01,  5.95it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:01,  5.95it/s, loss=0.722, pair=4.672, adv=1.901, sprd=0.006]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:58,  6.28it/s, loss=0.722, pair=4.672, adv=1.901, sprd=0.006]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:58,  6.28it/s, loss=0.344, pair=0.653, adv=1.793, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.83it/s, loss=0.344, pair=0.653, adv=1.793, sprd=0.005]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.83it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.20it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.20it/s, loss=2.557, pair=19.609, adv=2.086, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.78it/s, loss=2.557, pair=19.609, adv=2.086, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.78it/s, loss=0.194, pair=0.028, adv=1.948, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.15it/s, loss=0.194, pair=0.028, adv=1.948, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:14<00:58,  6.15it/s, loss=3.338, pair=26.531, adv=2.105, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:02,  5.76it/s, loss=3.338, pair=26.531, adv=2.105, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:02,  5.76it/s, loss=1.218, pair=8.977, adv=1.983, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.15it/s, loss=1.218, pair=8.977, adv=1.983, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.15it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:03,  5.66it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:03,  5.66it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:58,  6.07it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:58,  6.07it/s, loss=0.178, pair=0.038, adv=2.186, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.80it/s, loss=0.178, pair=0.038, adv=2.186, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.80it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.19it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:15<00:57,  6.19it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.77it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.77it/s, loss=0.616, pair=3.965, adv=1.917, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.13it/s, loss=0.616, pair=3.965, adv=1.917, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.13it/s, loss=0.748, pair=5.012, adv=1.961, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.75it/s, loss=0.748, pair=5.012, adv=1.961, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.75it/s, loss=2.684, pair=21.188, adv=2.083, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.12it/s, loss=2.684, pair=21.188, adv=2.083, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.12it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.71it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.71it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:57,  6.13it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:57,  6.13it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:00,  5.79it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:00,  5.79it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.17it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.17it/s, loss=1.208, pair=8.750, adv=2.130, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.85it/s, loss=1.208, pair=8.750, adv=2.130, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.85it/s, loss=2.938, pair=23.328, adv=1.940, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:55,  6.23it/s, loss=2.938, pair=23.328, adv=1.940, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:55,  6.23it/s, loss=0.669, pair=4.262, adv=1.926, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:58,  5.93it/s, loss=0.669, pair=4.262, adv=1.926, sprd=0.002]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:58,  5.93it/s, loss=0.496, pair=2.949, adv=1.942, sprd=0.003]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:54,  6.27it/s, loss=0.496, pair=2.949, adv=1.942, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:54,  6.27it/s, loss=0.475, pair=2.699, adv=1.838, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.91it/s, loss=0.475, pair=2.699, adv=1.838, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.91it/s, loss=0.287, pair=0.825, adv=1.952, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.26it/s, loss=0.287, pair=0.825, adv=1.952, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.26it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:56,  5.99it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:56,  5.99it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:53,  6.35it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:53,  6.35it/s, loss=0.408, pair=2.215, adv=1.870, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.94it/s, loss=0.408, pair=2.215, adv=1.870, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.94it/s, loss=1.618, pair=12.312, adv=1.712, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.26it/s, loss=1.618, pair=12.312, adv=1.712, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:54,  6.26it/s, loss=0.956, pair=6.648, adv=1.924, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:58,  5.80it/s, loss=0.956, pair=6.648, adv=1.924, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:58,  5.80it/s, loss=0.287, pair=1.051, adv=1.782, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.15it/s, loss=0.287, pair=1.051, adv=1.782, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.15it/s, loss=2.132, pair=16.609, adv=1.796, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.74it/s, loss=2.132, pair=16.609, adv=1.796, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.74it/s, loss=1.339, pair=10.023, adv=1.952, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.12it/s, loss=1.339, pair=10.023, adv=1.952, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.12it/s, loss=0.543, pair=3.184, adv=2.025, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:57,  5.80it/s, loss=0.543, pair=3.184, adv=2.025, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:57,  5.80it/s, loss=0.419, pair=2.262, adv=1.900, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:53,  6.16it/s, loss=0.419, pair=2.262, adv=1.900, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:53,  6.16it/s, loss=0.499, pair=1.263, adv=2.085, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.84it/s, loss=0.499, pair=1.263, adv=2.085, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.84it/s, loss=0.220, pair=0.606, adv=2.004, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.20it/s, loss=0.220, pair=0.606, adv=2.004, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.20it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:57,  5.76it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:57,  5.76it/s, loss=0.241, pair=0.810, adv=1.955, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.15it/s, loss=0.241, pair=0.810, adv=1.955, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.15it/s, loss=2.036, pair=15.641, adv=1.882, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:57,  5.71it/s, loss=2.036, pair=15.641, adv=1.882, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:57,  5.71it/s, loss=0.281, pair=1.130, adv=1.960, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:53,  6.12it/s, loss=0.281, pair=1.130, adv=1.960, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:53,  6.12it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.83it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.83it/s, loss=1.994, pair=15.477, adv=1.916, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.19it/s, loss=1.994, pair=15.477, adv=1.916, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.19it/s, loss=3.570, pair=27.766, adv=1.795, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:53,  5.99it/s, loss=3.570, pair=27.766, adv=1.795, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:53,  5.99it/s, loss=2.274, pair=17.766, adv=1.898, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:50,  6.32it/s, loss=2.274, pair=17.766, adv=1.898, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:50,  6.32it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:56,  5.72it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:56,  5.72it/s, loss=1.623, pair=12.430, adv=1.837, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:52,  6.11it/s, loss=1.623, pair=12.430, adv=1.837, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:52,  6.11it/s, loss=1.019, pair=7.367, adv=1.791, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.83it/s, loss=1.019, pair=7.367, adv=1.791, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.83it/s, loss=0.758, pair=5.191, adv=1.964, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.17it/s, loss=0.758, pair=5.191, adv=1.964, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.17it/s, loss=0.870, pair=6.105, adv=2.033, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:54,  5.86it/s, loss=0.870, pair=6.105, adv=2.033, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:54,  5.86it/s, loss=0.473, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:50,  6.22it/s, loss=0.473, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:50,  6.22it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:53,  5.85it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:53,  5.85it/s, loss=1.007, pair=7.188, adv=1.951, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:50,  6.20it/s, loss=1.007, pair=7.188, adv=1.951, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:50,  6.20it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.75it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.75it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.16it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.16it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:54,  5.68it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:54,  5.68it/s, loss=1.997, pair=15.453, adv=1.928, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.09it/s, loss=1.997, pair=15.453, adv=1.928, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.09it/s, loss=0.495, pair=2.887, adv=2.009, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.68it/s, loss=0.495, pair=2.887, adv=2.009, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.68it/s, loss=0.621, pair=3.949, adv=2.090, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:50,  6.07it/s, loss=0.621, pair=3.949, adv=2.090, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:50,  6.07it/s, loss=0.401, pair=1.388, adv=1.881, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:53,  5.79it/s, loss=0.401, pair=1.388, adv=1.881, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:53,  5.79it/s, loss=0.940, pair=6.422, adv=2.178, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.16it/s, loss=0.940, pair=6.422, adv=2.178, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.16it/s, loss=0.218, pair=0.575, adv=1.865, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.84it/s, loss=0.218, pair=0.575, adv=1.865, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.84it/s, loss=1.913, pair=14.719, adv=1.887, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.19it/s, loss=1.913, pair=14.719, adv=1.887, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.19it/s, loss=0.300, pair=1.075, adv=1.884, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:52,  5.82it/s, loss=0.300, pair=1.075, adv=1.884, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:52,  5.82it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.20it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.20it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:53,  5.63it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:53,  5.63it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:49,  6.04it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:49,  6.04it/s, loss=1.316, pair=9.641, adv=2.006, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:52,  5.68it/s, loss=1.316, pair=9.641, adv=2.006, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:52,  5.68it/s, loss=1.210, pair=8.930, adv=1.760, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:48,  6.09it/s, loss=1.210, pair=8.930, adv=1.760, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:48,  6.09it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.87it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.87it/s, loss=0.327, pair=1.575, adv=1.966, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:47,  6.25it/s, loss=0.327, pair=1.575, adv=1.966, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:47,  6.25it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.85it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.85it/s, loss=0.325, pair=1.513, adv=1.974, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.22it/s, loss=0.325, pair=1.513, adv=1.974, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.22it/s, loss=0.180, pair=0.378, adv=1.904, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.85it/s, loss=0.180, pair=0.378, adv=1.904, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.85it/s, loss=0.242, pair=0.772, adv=2.055, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.24it/s, loss=0.242, pair=0.772, adv=2.055, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.24it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.90it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.90it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:46,  6.29it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:46,  6.29it/s, loss=0.236, pair=0.755, adv=1.928, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.86it/s, loss=0.236, pair=0.755, adv=1.928, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.86it/s, loss=0.178, pair=0.387, adv=1.807, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.24it/s, loss=0.178, pair=0.387, adv=1.807, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.24it/s, loss=1.203, pair=8.906, adv=1.800, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:49,  5.79it/s, loss=1.203, pair=8.906, adv=1.800, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:49,  5.79it/s, loss=1.741, pair=13.438, adv=1.771, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:46,  6.17it/s, loss=1.741, pair=13.438, adv=1.771, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:46,  6.17it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.84it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.84it/s, loss=0.302, pair=1.341, adv=1.912, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:45,  6.22it/s, loss=0.302, pair=1.341, adv=1.912, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:45,  6.22it/s, loss=0.194, pair=0.325, adv=1.967, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.79it/s, loss=0.194, pair=0.325, adv=1.967, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.79it/s, loss=1.613, pair=12.266, adv=1.928, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.19it/s, loss=1.613, pair=12.266, adv=1.928, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.19it/s, loss=4.639, pair=37.312, adv=1.933, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:49,  5.70it/s, loss=4.639, pair=37.312, adv=1.933, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:49,  5.70it/s, loss=0.692, pair=4.555, adv=1.959, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:45,  6.10it/s, loss=0.692, pair=4.555, adv=1.959, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:45,  6.10it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.91it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.91it/s, loss=3.624, pair=28.984, adv=1.833, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.29it/s, loss=3.624, pair=28.984, adv=1.833, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:44,  6.29it/s, loss=1.017, pair=7.309, adv=1.862, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:47,  5.86it/s, loss=1.017, pair=7.309, adv=1.862, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:47,  5.86it/s, loss=1.300, pair=9.648, adv=2.020, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.24it/s, loss=1.300, pair=9.648, adv=2.020, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.24it/s, loss=1.686, pair=11.922, adv=2.066, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:48,  5.71it/s, loss=1.686, pair=11.922, adv=2.066, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:48,  5.71it/s, loss=3.614, pair=28.922, adv=1.867, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:44,  6.09it/s, loss=3.614, pair=28.922, adv=1.867, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:44,  6.09it/s, loss=0.257, pair=0.872, adv=1.938, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.80it/s, loss=0.257, pair=0.872, adv=1.938, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.80it/s, loss=0.481, pair=2.730, adv=1.852, sprd=0.006
Ep 015/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:44,  6.17it/s, loss=0.481, pair=2.730, adv=1.852, sprd=0.006
Ep 015/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:44,  6.17it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:45,  5.93it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:45,  5.93it/s, loss=2.782, pair=22.000, adv=1.898, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:42,  6.28it/s, loss=2.782, pair=22.000, adv=1.898, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:42,  6.28it/s, loss=0.413, pair=2.246, adv=1.935, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:47,  5.70it/s, loss=0.413, pair=2.246, adv=1.935, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:47,  5.70it/s, loss=2.605, pair=20.453, adv=1.997, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:43,  6.09it/s, loss=2.605, pair=20.453, adv=1.997, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:43,  6.09it/s, loss=3.478, pair=27.422, adv=1.832, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:46,  5.75it/s, loss=3.478, pair=27.422, adv=1.832, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:46,  5.75it/s, loss=1.507, pair=11.359, adv=1.970, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:43,  6.15it/s, loss=1.507, pair=11.359, adv=1.970, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:43,  6.15it/s, loss=0.546, pair=3.324, adv=1.933, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:45,  5.77it/s, loss=0.546, pair=3.324, adv=1.933, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:45,  5.77it/s, loss=1.129, pair=8.203, adv=1.897, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.17it/s, loss=1.129, pair=8.203, adv=1.897, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.17it/s, loss=0.887, pair=6.262, adv=1.736, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:45,  5.78it/s, loss=0.887, pair=6.262, adv=1.736, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:45,  5.78it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.19it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.19it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.89it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.89it/s, loss=1.169, pair=8.516, adv=1.980, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:41,  6.25it/s, loss=1.169, pair=8.516, adv=1.980, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:41,  6.25it/s, loss=1.468, pair=10.891, adv=2.000, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:43,  5.91it/s, loss=1.468, pair=10.891, adv=2.000, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:43,  5.91it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.28it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.28it/s, loss=0.472, pair=2.621, adv=1.959, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:43,  5.94it/s, loss=0.472, pair=2.621, adv=1.959, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:43,  5.94it/s, loss=0.644, pair=4.129, adv=1.942, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:40,  6.30it/s, loss=0.644, pair=4.129, adv=1.942, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:40,  6.30it/s, loss=0.968, pair=6.875, adv=1.888, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:44,  5.78it/s, loss=0.968, pair=6.875, adv=1.888, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:44,  5.78it/s, loss=2.009, pair=15.516, adv=1.959, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:41,  6.17it/s, loss=2.009, pair=15.516, adv=1.959, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:41,  6.17it/s, loss=1.335, pair=6.523, adv=1.821, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:43,  5.81it/s, loss=1.335, pair=6.523, adv=1.821, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:43,  5.81it/s, loss=0.557, pair=1.872, adv=1.813, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.20it/s, loss=0.557, pair=1.872, adv=1.813, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.20it/s, loss=3.379, pair=26.203, adv=1.845, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:42,  5.96it/s, loss=3.379, pair=26.203, adv=1.845, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:42,  5.96it/s, loss=2.510, pair=19.719, adv=1.911, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.30it/s, loss=2.510, pair=19.719, adv=1.911, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.30it/s, loss=0.819, pair=5.543, adv=1.755, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.80it/s, loss=0.819, pair=5.543, adv=1.755, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.80it/s, loss=0.137, pair=0.012, adv=1.867, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:40,  6.19it/s, loss=0.137, pair=0.012, adv=1.867, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:40,  6.19it/s, loss=1.602, pair=10.266, adv=1.896, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.77it/s, loss=1.602, pair=10.266, adv=1.896, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.77it/s, loss=0.560, pair=3.512, adv=1.866, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.16it/s, loss=0.560, pair=3.512, adv=1.866, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.16it/s, loss=1.113, pair=7.949, adv=1.898, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:41,  5.94it/s, loss=1.113, pair=7.949, adv=1.898, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:41,  5.94it/s, loss=0.634, pair=4.105, adv=1.944, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:38,  6.29it/s, loss=0.634, pair=4.105, adv=1.944, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:38,  6.29it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.85it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.85it/s, loss=1.428, pair=10.688, adv=2.004, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:38,  6.24it/s, loss=1.428, pair=10.688, adv=2.004, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:38,  6.24it/s, loss=0.794, pair=5.359, adv=1.879, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.79it/s, loss=0.794, pair=5.359, adv=1.879, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.79it/s, loss=0.353, pair=1.778, adv=1.900, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.17it/s, loss=0.353, pair=1.778, adv=1.900, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.17it/s, loss=1.717, pair=12.977, adv=2.064, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.87it/s, loss=1.717, pair=12.977, adv=2.064, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.87it/s, loss=3.540, pair=28.328, adv=1.910, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.23it/s, loss=3.540, pair=28.328, adv=1.910, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.23it/s, loss=2.222, pair=17.328, adv=1.819, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.87it/s, loss=2.222, pair=17.328, adv=1.819, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.87it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:37,  6.26it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:37,  6.26it/s, loss=2.378, pair=18.578, adv=2.031, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:39,  5.98it/s, loss=2.378, pair=18.578, adv=2.031, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:39,  5.98it/s, loss=0.780, pair=5.328, adv=1.869, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.32it/s, loss=0.780, pair=5.328, adv=1.869, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.32it/s, loss=0.483, pair=2.777, adv=2.074, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:38,  6.00it/s, loss=0.483, pair=2.777, adv=2.074, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:38,  6.00it/s, loss=1.070, pair=7.637, adv=1.961, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:36,  6.35it/s, loss=1.070, pair=7.637, adv=1.961, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:36,  6.35it/s, loss=0.205, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.89it/s, loss=0.205, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.89it/s, loss=0.717, pair=4.824, adv=1.875, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:36,  6.25it/s, loss=0.717, pair=4.824, adv=1.875, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:36,  6.25it/s, loss=0.874, pair=5.938, adv=1.880, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.86it/s, loss=0.874, pair=5.938, adv=1.880, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.86it/s, loss=0.641, pair=4.043, adv=1.954, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.22it/s, loss=0.641, pair=4.043, adv=1.954, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.22it/s, loss=2.061, pair=15.906, adv=1.932, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.92it/s, loss=2.061, pair=15.906, adv=1.932, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.92it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:35,  6.30it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:35,  6.30it/s, loss=0.403, pair=1.980, adv=2.127, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.87it/s, loss=0.403, pair=1.980, adv=2.127, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.87it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:35,  6.25it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:35,  6.25it/s, loss=0.607, pair=2.098, adv=1.898, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:37,  5.87it/s, loss=0.607, pair=2.098, adv=1.898, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:37,  5.87it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.26it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.26it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:36,  5.99it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:36,  5.99it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:34,  6.35it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:34,  6.35it/s, loss=0.901, pair=6.281, adv=1.770, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:36,  5.97it/s, loss=0.901, pair=6.281, adv=1.770, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:36,  5.97it/s, loss=1.288, pair=9.344, adv=2.055, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:34,  6.31it/s, loss=1.288, pair=9.344, adv=2.055, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:34,  6.31it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:36,  5.89it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:36,  5.89it/s, loss=0.373, pair=1.716, adv=1.925, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.25it/s, loss=0.373, pair=1.716, adv=1.925, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.25it/s, loss=0.423, pair=2.246, adv=1.993, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.80it/s, loss=0.423, pair=2.246, adv=1.993, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.80it/s, loss=0.470, pair=2.730, adv=1.916, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.16it/s, loss=0.470, pair=2.730, adv=1.916, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.16it/s, loss=0.324, pair=0.653, adv=1.914, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:35,  5.92it/s, loss=0.324, pair=0.653, adv=1.914, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:35,  5.92it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:33,  6.29it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:33,  6.29it/s, loss=1.075, pair=7.605, adv=2.039, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.81it/s, loss=1.075, pair=7.605, adv=2.039, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.81it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.18it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.18it/s, loss=0.983, pair=6.871, adv=2.010, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:36,  5.77it/s, loss=0.983, pair=6.871, adv=2.010, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:36,  5.77it/s, loss=3.135, pair=24.938, adv=1.986, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.15it/s, loss=3.135, pair=24.938, adv=1.986, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.15it/s, loss=0.702, pair=4.590, adv=1.978, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.77it/s, loss=0.702, pair=4.590, adv=1.978, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:33,  6.17it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.17it/s, loss=1.049, pair=7.594, adv=1.875, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.70it/s, loss=1.049, pair=7.594, adv=1.875, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.70it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.10it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.10it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:35,  5.79it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:35,  5.79it/s, loss=2.244, pair=17.484, adv=2.032, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.17it/s, loss=2.244, pair=17.484, adv=2.032, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.17it/s, loss=1.376, pair=10.297, adv=1.896, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:35,  5.72it/s, loss=1.376, pair=10.297, adv=1.896, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:35,  5.72it/s, loss=0.194, pair=0.481, adv=1.801, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.11it/s, loss=0.194, pair=0.481, adv=1.801, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.11it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.77it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.77it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.17it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.17it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.86it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.86it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.26it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.26it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.81it/s, loss=0.192, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.81it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.21it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.21it/s, loss=2.333, pair=17.938, adv=1.943, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:32,  6.01it/s, loss=2.333, pair=17.938, adv=1.943, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:32,  6.01it/s, loss=0.249, pair=0.898, adv=2.108, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:30,  6.35it/s, loss=0.249, pair=0.898, adv=2.108, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:30,  6.35it/s, loss=0.935, pair=6.500, adv=1.875, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.93it/s, loss=0.935, pair=6.500, adv=1.875, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.93it/s, loss=1.913, pair=14.703, adv=1.816, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.29it/s, loss=1.913, pair=14.703, adv=1.816, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.29it/s, loss=1.191, pair=8.625, adv=1.756, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.85it/s, loss=1.191, pair=8.625, adv=1.756, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.85it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.23it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:30,  6.23it/s, loss=0.248, pair=0.888, adv=1.841, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:32,  5.83it/s, loss=0.248, pair=0.888, adv=1.841, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:32,  5.83it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.22it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.22it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.90it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.90it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.29it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.29it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:30,  5.95it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:30,  5.95it/s, loss=0.282, pair=1.263, adv=1.871, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:28,  6.29it/s, loss=0.282, pair=1.263, adv=1.871, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:28,  6.29it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.97it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.97it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.32it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.32it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.93it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.93it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.30it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.30it/s, loss=2.049, pair=15.922, adv=1.886, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.86it/s, loss=2.049, pair=15.922, adv=1.886, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.86it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.23it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.23it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:29,  5.88it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:29,  5.88it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:27,  6.27it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:27,  6.27it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.69it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.69it/s, loss=0.648, pair=4.262, adv=1.916, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.07it/s, loss=0.648, pair=4.262, adv=1.916, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.07it/s, loss=0.751, pair=4.277, adv=1.890, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.77it/s, loss=0.751, pair=4.277, adv=1.890, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.77it/s, loss=1.734, pair=13.297, adv=1.991, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.16it/s, loss=1.734, pair=13.297, adv=1.991, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:27,  6.16it/s, loss=1.963, pair=14.367, adv=1.992, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:28,  5.83it/s, loss=1.963, pair=14.367, adv=1.992, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:28,  5.83it/s, loss=0.475, pair=2.762, adv=1.900, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=0.475, pair=2.762, adv=1.900, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=3.854, pair=30.078, adv=1.823, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.89it/s, loss=3.854, pair=30.078, adv=1.823, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.89it/s, loss=0.595, pair=3.783, adv=1.917, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.24it/s, loss=0.595, pair=3.783, adv=1.917, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.24it/s, loss=3.122, pair=24.734, adv=1.891, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.72it/s, loss=3.122, pair=24.734, adv=1.891, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.72it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.12it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:26,  6.12it/s, loss=2.660, pair=20.859, adv=1.841, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:27,  5.84it/s, loss=2.660, pair=20.859, adv=1.841, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:27,  5.84it/s, loss=0.663, pair=4.277, adv=1.691, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.20it/s, loss=0.663, pair=4.277, adv=1.691, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.20it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.88it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.88it/s, loss=0.667, pair=4.379, adv=1.928, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.26it/s, loss=0.667, pair=4.379, adv=1.928, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.26it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:26,  6.04it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:26,  6.04it/s, loss=0.385, pair=2.129, adv=1.829, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:24,  6.37it/s, loss=0.385, pair=2.129, adv=1.829, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:24,  6.37it/s, loss=2.504, pair=19.734, adv=1.872, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:26,  5.92it/s, loss=2.504, pair=19.734, adv=1.872, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:26,  5.92it/s, loss=0.430, pair=2.455, adv=1.945, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:24,  6.25it/s, loss=0.430, pair=2.455, adv=1.945, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:24,  6.25it/s, loss=2.657, pair=20.953, adv=1.885, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:26,  5.85it/s, loss=2.657, pair=20.953, adv=1.885, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:26,  5.85it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.23it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.23it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:25,  5.93it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:25,  5.93it/s, loss=0.286, pair=1.325, adv=1.830, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.27it/s, loss=0.286, pair=1.325, adv=1.830, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.27it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:48<00:25,  5.88it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:25,  5.88it/s, loss=0.430, pair=2.379, adv=1.935, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:23,  6.26it/s, loss=0.430, pair=2.379, adv=1.935, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:23,  6.26it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.80it/s, loss=0.067, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.80it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.21it/s, loss=0.059, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.21it/s, loss=1.097, pair=7.977, adv=2.021, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:24,  5.91it/s, loss=1.097, pair=7.977, adv=2.021, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:24,  5.91it/s, loss=2.244, pair=17.531, adv=1.891, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.28it/s, loss=2.244, pair=17.531, adv=1.891, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.28it/s, loss=1.024, pair=7.387, adv=1.940, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:49<00:24,  5.91it/s, loss=1.024, pair=7.387, adv=1.940, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:24,  5.91it/s, loss=3.697, pair=29.609, adv=1.951, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:22,  6.27it/s, loss=3.697, pair=29.609, adv=1.951, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:22,  6.27it/s, loss=0.880, pair=6.148, adv=1.834, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.81it/s, loss=0.880, pair=6.148, adv=1.834, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.81it/s, loss=0.971, pair=6.918, adv=1.923, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.20it/s, loss=0.971, pair=6.918, adv=1.923, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.20it/s, loss=0.254, pair=0.434, adv=1.829, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:25,  5.57it/s, loss=0.254, pair=0.434, adv=1.829, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:25,  5.57it/s, loss=0.325, pair=1.490, adv=1.910, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:23,  5.98it/s, loss=0.325, pair=1.490, adv=1.910, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:23,  5.98it/s, loss=3.388, pair=26.984, adv=1.779, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:28,  4.95it/s, loss=3.388, pair=26.984, adv=1.779, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:28,  4.95it/s, loss=3.613, pair=28.875, adv=2.008, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:25,  5.48it/s, loss=3.613, pair=28.875, adv=2.008, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:25,  5.48it/s, loss=1.375, pair=10.156, adv=1.921, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:25,  5.40it/s, loss=1.375, pair=10.156, adv=1.921, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:25,  5.40it/s, loss=0.749, pair=5.074, adv=1.789, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:23,  5.87it/s, loss=0.749, pair=5.074, adv=1.789, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:23,  5.87it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.65it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.65it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:22,  6.08it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:22,  6.08it/s, loss=0.575, pair=3.449, adv=1.804, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.78it/s, loss=0.575, pair=3.449, adv=1.804, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.78it/s, loss=1.534, pair=11.641, adv=1.831, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.17it/s, loss=1.534, pair=11.641, adv=1.831, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.17it/s, loss=3.604, pair=13.562, adv=2.015, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.82it/s, loss=3.604, pair=13.562, adv=2.015, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.82it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.22it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.22it/s, loss=2.148, pair=16.719, adv=1.867, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:21,  5.93it/s, loss=2.148, pair=16.719, adv=1.867, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:21,  5.93it/s, loss=4.851, pair=39.312, adv=1.904, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.28it/s, loss=4.851, pair=39.312, adv=1.904, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.28it/s, loss=0.800, pair=5.508, adv=2.021, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  6.01it/s, loss=0.800, pair=5.508, adv=2.021, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  6.01it/s, loss=1.798, pair=13.922, adv=1.638, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:19,  6.34it/s, loss=1.798, pair=13.922, adv=1.638, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:19,  6.34it/s, loss=0.420, pair=2.184, adv=1.959, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:20,  6.00it/s, loss=0.420, pair=2.184, adv=1.959, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:20,  6.00it/s, loss=1.618, pair=12.266, adv=1.951, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.35it/s, loss=1.618, pair=12.266, adv=1.951, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.35it/s, loss=0.978, pair=6.949, adv=1.843, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:20,  5.89it/s, loss=0.978, pair=6.949, adv=1.843, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:20,  5.89it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.28it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.28it/s, loss=2.549, pair=20.062, adv=1.822, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:21,  5.71it/s, loss=2.549, pair=20.062, adv=1.822, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:21,  5.71it/s, loss=0.416, pair=2.324, adv=1.967, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.11it/s, loss=0.416, pair=2.324, adv=1.967, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.11it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.85it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.85it/s, loss=2.619, pair=20.547, adv=2.092, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:18,  6.24it/s, loss=2.619, pair=20.547, adv=2.092, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:18,  6.24it/s, loss=1.498, pair=11.172, adv=1.969, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:19,  5.91it/s, loss=1.498, pair=11.172, adv=1.969, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:19,  5.91it/s, loss=3.534, pair=28.281, adv=1.720, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.26it/s, loss=3.534, pair=28.281, adv=1.720, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.26it/s, loss=1.801, pair=13.797, adv=2.031, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.95it/s, loss=1.801, pair=13.797, adv=2.031, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.95it/s, loss=0.783, pair=5.422, adv=1.756, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.31it/s, loss=0.783, pair=5.422, adv=1.756, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.31it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.006
Ep 015/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.85it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.006
Ep 015/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.85it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.24it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.24it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.83it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.005
Ep 015/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.83it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:17,  6.21it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.21it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.82it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.82it/s, loss=1.053, pair=7.594, adv=1.942, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.19it/s, loss=1.053, pair=7.594, adv=1.942, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.19it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.73it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.73it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.13it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.13it/s, loss=1.176, pair=8.547, adv=1.961, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.87it/s, loss=1.176, pair=8.547, adv=1.961, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.87it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.24it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.24it/s, loss=2.599, pair=20.266, adv=1.631, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.85it/s, loss=2.599, pair=20.266, adv=1.631, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.85it/s, loss=1.964, pair=15.234, adv=1.837, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.21it/s, loss=1.964, pair=15.234, adv=1.837, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.21it/s, loss=2.348, pair=18.328, adv=2.010, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.92it/s, loss=2.348, pair=18.328, adv=2.010, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.92it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:15,  6.28it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:15,  6.28it/s, loss=2.498, pair=19.234, adv=1.820, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.98it/s, loss=2.498, pair=19.234, adv=1.820, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.98it/s, loss=2.954, pair=23.438, adv=1.928, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.32it/s, loss=2.954, pair=23.438, adv=1.928, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:15,  6.32it/s, loss=0.748, pair=5.078, adv=1.762, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.95it/s, loss=0.748, pair=5.078, adv=1.762, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.95it/s, loss=0.144, pair=0.000, adv=2.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.29it/s, loss=0.144, pair=0.000, adv=2.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.29it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.72it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.72it/s, loss=0.476, pair=2.848, adv=1.792, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.14it/s, loss=0.476, pair=2.848, adv=1.792, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.14it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.81it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.81it/s, loss=0.975, pair=6.887, adv=2.005, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:14,  6.19it/s, loss=0.975, pair=6.887, adv=2.005, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:14,  6.19it/s, loss=2.267, pair=17.766, adv=1.830, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.69it/s, loss=2.267, pair=17.766, adv=1.830, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.69it/s, loss=0.438, pair=2.512, adv=1.843, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.09it/s, loss=0.438, pair=2.512, adv=1.843, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.09it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.78it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.78it/s, loss=3.024, pair=24.047, adv=1.914, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.18it/s, loss=3.024, pair=24.047, adv=1.914, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.18it/s, loss=0.331, pair=1.575, adv=1.805, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:15,  5.75it/s, loss=0.331, pair=1.575, adv=1.805, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:15,  5.75it/s, loss=3.832, pair=30.766, adv=1.793, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.16it/s, loss=3.832, pair=30.766, adv=1.793, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.16it/s, loss=0.387, pair=1.231, adv=1.845, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.78it/s, loss=0.387, pair=1.231, adv=1.845, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.78it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.19it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.19it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.80it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.80it/s, loss=2.760, pair=21.797, adv=1.874, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.18it/s, loss=2.760, pair=21.797, adv=1.874, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.18it/s, loss=1.195, pair=8.797, adv=1.821, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.77it/s, loss=1.195, pair=8.797, adv=1.821, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.77it/s, loss=0.794, pair=5.512, adv=1.879, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:13,  6.15it/s, loss=0.794, pair=5.512, adv=1.879, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:13,  6.15it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.88it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.88it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.27it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.27it/s, loss=0.405, pair=2.199, adv=1.859, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.86it/s, loss=0.405, pair=2.199, adv=1.859, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.86it/s, loss=0.884, pair=6.168, adv=1.861, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.23it/s, loss=0.884, pair=6.168, adv=1.861, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.23it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.78it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.78it/s, loss=1.691, pair=12.953, adv=1.824, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:12,  6.16it/s, loss=1.691, pair=12.953, adv=1.824, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.16it/s, loss=2.294, pair=17.953, adv=1.762, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.83it/s, loss=2.294, pair=17.953, adv=1.762, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.83it/s, loss=1.209, pair=8.828, adv=1.921, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.19it/s, loss=1.209, pair=8.828, adv=1.921, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.19it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.79it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.79it/s, loss=2.395, pair=18.547, adv=1.850, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.19it/s, loss=2.395, pair=18.547, adv=1.850, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.19it/s, loss=0.535, pair=3.129, adv=1.859, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.92it/s, loss=0.535, pair=3.129, adv=1.859, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.92it/s, loss=0.251, pair=0.981, adv=1.794, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.28it/s, loss=0.251, pair=0.981, adv=1.794, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:10,  6.28it/s, loss=0.640, pair=4.168, adv=1.908, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.83it/s, loss=0.640, pair=4.168, adv=1.908, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.83it/s, loss=0.155, pair=0.122, adv=1.781, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.21it/s, loss=0.155, pair=0.122, adv=1.781, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.21it/s, loss=0.813, pair=4.809, adv=1.826, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.85it/s, loss=0.813, pair=4.809, adv=1.826, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.85it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.24it/s, loss=0.066, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.24it/s, loss=1.084, pair=7.781, adv=1.917, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  6.01it/s, loss=1.084, pair=7.781, adv=1.917, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  6.01it/s, loss=0.219, pair=0.497, adv=1.917, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:09,  6.36it/s, loss=0.219, pair=0.497, adv=1.917, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:09,  6.36it/s, loss=0.737, pair=4.934, adv=1.936, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.97it/s, loss=0.737, pair=4.934, adv=1.936, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.97it/s, loss=0.279, pair=1.185, adv=1.787, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.32it/s, loss=0.279, pair=1.185, adv=1.787, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.32it/s, loss=1.631, pair=12.219, adv=1.846, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.90it/s, loss=1.631, pair=12.219, adv=1.846, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.90it/s, loss=2.759, pair=21.875, adv=1.765, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.26it/s, loss=2.759, pair=21.875, adv=1.765, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.26it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.85it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.85it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:08,  6.25it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:08,  6.25it/s, loss=1.121, pair=8.109, adv=1.863, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.87it/s, loss=1.121, pair=8.109, adv=1.863, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.87it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.26it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.26it/s, loss=0.178, pair=0.356, adv=1.688, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:08,  6.05it/s, loss=0.178, pair=0.356, adv=1.688, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:08,  6.05it/s, loss=0.655, pair=4.184, adv=1.824, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.39it/s, loss=0.655, pair=4.184, adv=1.824, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.39it/s, loss=0.248, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.84it/s, loss=0.248, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.84it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:08,  6.24it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.24it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.006
Ep 015/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.71it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.006
Ep 015/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.71it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.12it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.12it/s, loss=1.676, pair=12.641, adv=1.860, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.93it/s, loss=1.676, pair=12.641, adv=1.860, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.93it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.29it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.29it/s, loss=1.276, pair=9.406, adv=1.915, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.85it/s, loss=1.276, pair=9.406, adv=1.915, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.85it/s, loss=1.527, pair=11.547, adv=1.801, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.20it/s, loss=1.527, pair=11.547, adv=1.801, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.20it/s, loss=0.922, pair=6.531, adv=1.814, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:06<00:07,  5.83it/s, loss=0.922, pair=6.531, adv=1.814, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.83it/s, loss=1.060, pair=7.672, adv=1.687, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.21it/s, loss=1.060, pair=7.672, adv=1.687, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.21it/s, loss=0.170, pair=0.278, adv=1.778, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.77it/s, loss=0.170, pair=0.278, adv=1.778, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.77it/s, loss=0.656, pair=4.199, adv=1.900, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.16it/s, loss=0.656, pair=4.199, adv=1.900, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.16it/s, loss=1.384, pair=10.352, adv=1.850, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.82it/s, loss=1.384, pair=10.352, adv=1.850, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.82it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.21it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.21it/s, loss=0.816, pair=4.840, adv=1.809, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:07<00:06,  5.87it/s, loss=0.816, pair=4.840, adv=1.809, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.87it/s, loss=0.449, pair=2.340, adv=1.907, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.24it/s, loss=0.449, pair=2.340, adv=1.907, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.24it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.98it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.98it/s, loss=0.237, pair=0.700, adv=1.998, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.33it/s, loss=0.237, pair=0.700, adv=1.998, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.33it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.98it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.98it/s, loss=0.402, pair=2.184, adv=1.954, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.32it/s, loss=0.402, pair=2.184, adv=1.954, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.32it/s, loss=1.299, pair=9.656, adv=1.828, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:08<00:05,  5.84it/s, loss=1.299, pair=9.656, adv=1.828, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.84it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.24it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.24it/s, loss=0.130, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:05,  5.68it/s, loss=0.130, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:05,  5.68it/s, loss=0.139, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.11it/s, loss=0.139, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.11it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.77it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.77it/s, loss=0.249, pair=0.950, adv=1.714, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.15it/s, loss=0.249, pair=0.950, adv=1.714, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.15it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:09<00:04,  5.81it/s, loss=0.182, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.81it/s, loss=2.373, pair=18.672, adv=1.643, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.17it/s, loss=2.373, pair=18.672, adv=1.643, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.17it/s, loss=1.746, pair=13.344, adv=1.978, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:04,  5.73it/s, loss=1.746, pair=13.344, adv=1.978, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:04,  5.73it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.14it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.14it/s, loss=1.330, pair=9.977, adv=1.819, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.82it/s, loss=1.330, pair=9.977, adv=1.819, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.82it/s, loss=1.225, pair=8.875, adv=1.925, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.18it/s, loss=1.225, pair=8.875, adv=1.925, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.18it/s, loss=2.589, pair=20.391, adv=1.917, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:10<00:03,  5.80it/s, loss=2.589, pair=20.391, adv=1.917, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.20it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.20it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.81it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.18it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.18it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.75it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.75it/s, loss=1.871, pair=14.438, adv=1.881, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.13it/s, loss=1.871, pair=14.438, adv=1.881, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.13it/s, loss=3.018, pair=23.016, adv=2.008, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.79it/s, loss=3.018, pair=23.016, adv=2.008, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.79it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.18it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.18it/s, loss=0.185, pair=0.153, adv=1.739, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.51it/s, loss=0.185, pair=0.153, adv=1.739, sprd=0.004
Ep 015/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.51it/s, loss=0.982, pair=7.176, adv=1.686, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  5.94it/s, loss=0.982, pair=7.176, adv=1.686, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  5.94it/s, loss=4.018, pair=29.266, adv=1.804, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.79it/s, loss=4.018, pair=29.266, adv=1.804, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.79it/s, loss=1.267, pair=9.398, adv=1.930, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.16it/s, loss=1.267, pair=9.398, adv=1.930, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.16it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.71it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.71it/s, loss=0.449, pair=2.645, adv=1.781, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.12it/s, loss=0.449, pair=2.645, adv=1.781, sprd=0.003
Ep 015/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.12it/s, loss=1.106, pair=8.047, adv=1.626, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.75it/s, loss=1.106, pair=8.047, adv=1.626, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.75it/s, loss=0.953, pair=6.855, adv=1.905, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.15it/s, loss=0.953, pair=6.855, adv=1.905, sprd=0.002
Ep 015/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.15it/s, loss=1.980, pair=15.359, adv=1.861, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.82it/s, loss=1.980, pair=15.359, adv=1.861, sprd=0.00
Ep 015/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.82it/s, loss=0.204, pair=0.513, adv=1.849, sprd=0.003
Ep 015/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.21it/s, loss=0.204, pair=0.513, adv=1.849, sprd=0.003
Ep 015/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.21it/s, loss=0.478, pair=2.074, adv=1.632, sprd=0.002
Ep 015/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.94it/s, loss=0.478, pair=2.074, adv=1.632, sprd=0.002
Ep 015/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.94it/s, loss=1.860, pair=14.398, adv=1.852, sprd=0.00
Ep 015/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.30it/s, loss=1.860, pair=14.398, adv=1.852, sprd=0.00
                                                                                                              
Epoch 015/60 [S1→S2:ramp]  loss=0.9069  mat=0.1914  sens=6.7557  pair=6.3711  adv=1.2822(rand=3.37)  deg=0.0209  orth=0.0132  spread=0.0031  q_mean=51.7  q_std=19.8  α=0.18 β=0.12 γ=0.84 λ_grl=0.600  lr=8.78e-05  74s

Ep 016/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 016/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=0.398, pair=1.528, adv=1.903, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:01,  3.65it/s, loss=0.398, pair=1.528, adv=1.903, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   0%| | 1/444 [00:00<02:01,  3.65it/s, loss=1.961, pair=12.031, adv=1.819, sprd=0.002]
Ep 016/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:25,  5.16it/s, loss=1.961, pair=12.031, adv=1.819, sprd=0.002]
Ep 016/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:25,  5.16it/s, loss=0.675, pair=3.418, adv=1.841, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:23,  5.29it/s, loss=0.675, pair=3.418, adv=1.841, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:23,  5.29it/s, loss=1.757, pair=10.547, adv=1.768, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   1%| | 4/444 [00:00<01:14,  5.95it/s, loss=1.757, pair=10.547, adv=1.768, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:14,  5.95it/s, loss=0.242, pair=0.429, adv=1.791, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   1%|  | 5/444 [00:00<01:17,  5.68it/s, loss=0.242, pair=0.429, adv=1.791, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:17,  5.68it/s, loss=1.293, pair=7.523, adv=1.896, sprd=0.002]
Ep 016/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:11,  6.12it/s, loss=1.293, pair=7.523, adv=1.896, sprd=0.002]
Ep 016/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:11,  6.12it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:14,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:14,  5.86it/s, loss=1.155, pair=6.633, adv=1.649, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:09,  6.24it/s, loss=1.155, pair=6.633, adv=1.649, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:09,  6.24it/s, loss=0.576, pair=2.762, adv=1.722, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:14,  5.80it/s, loss=0.576, pair=2.762, adv=1.722, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:14,  5.80it/s, loss=0.725, pair=3.668, adv=1.876, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:09,  6.21it/s, loss=0.725, pair=3.668, adv=1.876, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:09,  6.21it/s, loss=0.377, pair=1.325, adv=1.915, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%| | 11/444 [00:01<01:14,  5.84it/s, loss=0.377, pair=1.325, adv=1.915, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:14,  5.84it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:09,  6.24it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:09,  6.24it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:12,  5.91it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:12,  5.91it/s, loss=1.829, pair=11.094, adv=1.765, sprd=0.004
Ep 016/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:08,  6.29it/s, loss=1.829, pair=11.094, adv=1.765, sprd=0.004
Ep 016/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:08,  6.29it/s, loss=1.743, pair=10.344, adv=1.851, sprd=0.004
Ep 016/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:14,  5.79it/s, loss=1.743, pair=10.344, adv=1.851, sprd=0.004
Ep 016/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:14,  5.79it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:09,  6.20it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:09,  6.20it/s, loss=0.376, pair=1.388, adv=1.852, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   4%| | 17/444 [00:02<01:11,  5.95it/s, loss=0.376, pair=1.388, adv=1.852, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:11,  5.95it/s, loss=2.400, pair=14.922, adv=1.791, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:07,  6.29it/s, loss=2.400, pair=14.922, adv=1.791, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:07,  6.29it/s, loss=0.896, pair=4.828, adv=2.006, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:10,  6.02it/s, loss=0.896, pair=4.828, adv=2.006, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:10,  6.02it/s, loss=2.252, pair=13.906, adv=1.914, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:06,  6.36it/s, loss=2.252, pair=13.906, adv=1.914, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:06,  6.36it/s, loss=4.732, pair=30.359, adv=1.975, sprd=0.004
Ep 016/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.90it/s, loss=4.732, pair=30.359, adv=1.975, sprd=0.004
Ep 016/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:11,  5.90it/s, loss=0.651, pair=3.242, adv=1.910, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:07,  6.27it/s, loss=0.651, pair=3.242, adv=1.910, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:07,  6.27it/s, loss=0.404, pair=0.108, adv=1.927, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   5%| | 23/444 [00:03<01:10,  5.94it/s, loss=0.404, pair=0.108, adv=1.927, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:10,  5.94it/s, loss=0.708, pair=3.684, adv=1.731, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:06,  6.29it/s, loss=0.708, pair=3.684, adv=1.731, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:06,  6.29it/s, loss=0.233, pair=0.450, adv=1.825, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:14,  5.64it/s, loss=0.233, pair=0.450, adv=1.825, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:14,  5.64it/s, loss=0.213, pair=0.325, adv=1.894, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:09,  6.05it/s, loss=0.213, pair=0.325, adv=1.894, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:09,  6.05it/s, loss=2.341, pair=14.523, adv=1.791, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:15,  5.55it/s, loss=2.341, pair=14.523, adv=1.791, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:15,  5.55it/s, loss=0.790, pair=4.219, adv=1.654, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:09,  5.97it/s, loss=0.790, pair=4.219, adv=1.654, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:09,  5.97it/s, loss=0.165, pair=0.000, adv=1.916, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 29/444 [00:04<01:11,  5.83it/s, loss=0.165, pair=0.000, adv=1.916, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:11,  5.83it/s, loss=1.150, pair=6.652, adv=1.736, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:06,  6.22it/s, loss=1.150, pair=6.652, adv=1.736, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:06,  6.22it/s, loss=2.638, pair=15.953, adv=1.650, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:10,  5.84it/s, loss=2.638, pair=15.953, adv=1.650, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:10,  5.84it/s, loss=0.193, pair=0.200, adv=1.918, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.21it/s, loss=0.193, pair=0.200, adv=1.918, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.21it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:09,  5.92it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:09,  5.92it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:05,  6.29it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:05,  6.29it/s, loss=0.966, pair=5.387, adv=1.717, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   8%| | 35/444 [00:05<01:09,  5.88it/s, loss=0.966, pair=5.387, adv=1.717, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.88it/s, loss=2.462, pair=15.359, adv=1.853, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.23it/s, loss=2.462, pair=15.359, adv=1.853, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.23it/s, loss=1.259, pair=7.324, adv=1.835, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.84it/s, loss=1.259, pair=7.324, adv=1.835, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.84it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.22it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.22it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:07,  5.96it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:07,  5.96it/s, loss=0.235, pair=0.585, adv=1.713, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:03,  6.31it/s, loss=0.235, pair=0.585, adv=1.713, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:03,  6.31it/s, loss=1.376, pair=7.973, adv=1.966, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:   9%| | 41/444 [00:06<01:10,  5.74it/s, loss=1.376, pair=7.973, adv=1.966, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:10,  5.74it/s, loss=2.168, pair=13.344, adv=1.935, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.12it/s, loss=2.168, pair=13.344, adv=1.935, sprd=0.003
Ep 016/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.12it/s, loss=1.734, pair=10.328, adv=1.958, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:09,  5.74it/s, loss=1.734, pair=10.328, adv=1.958, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:09,  5.74it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.16it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:04,  6.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:07,  5.94it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:02,  6.32it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:02,  6.32it/s, loss=1.367, pair=8.078, adv=1.793, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  11%| | 47/444 [00:07<01:06,  5.98it/s, loss=1.367, pair=8.078, adv=1.793, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:06,  5.98it/s, loss=0.408, pair=1.668, adv=1.985, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:02,  6.33it/s, loss=0.408, pair=1.668, adv=1.985, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:02,  6.33it/s, loss=1.704, pair=10.328, adv=1.781, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:05,  6.05it/s, loss=1.704, pair=10.328, adv=1.781, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:05,  6.05it/s, loss=0.417, pair=1.723, adv=1.904, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:01,  6.38it/s, loss=0.417, pair=1.723, adv=1.904, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:01,  6.38it/s, loss=0.189, pair=0.044, adv=1.999, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:05,  6.04it/s, loss=0.189, pair=0.044, adv=1.999, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:05,  6.04it/s, loss=0.162, pair=0.012, adv=1.802, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:01,  6.38it/s, loss=0.162, pair=0.012, adv=1.802, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:01,  6.38it/s, loss=1.141, pair=6.434, adv=2.093, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  12%| | 53/444 [00:08<01:07,  5.81it/s, loss=1.141, pair=6.434, adv=2.093, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  12%| | 53/444 [00:08<01:07,  5.81it/s, loss=0.345, pair=1.200, adv=1.971, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  12%| | 54/444 [00:08<01:02,  6.19it/s, loss=0.345, pair=1.200, adv=1.971, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:02,  6.19it/s, loss=3.850, pair=24.484, adv=1.844, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:05,  5.94it/s, loss=3.850, pair=24.484, adv=1.844, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:05,  5.94it/s, loss=0.275, pair=0.802, adv=1.880, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:01,  6.30it/s, loss=0.275, pair=0.802, adv=1.880, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:01,  6.30it/s, loss=2.590, pair=16.125, adv=1.981, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:05,  5.91it/s, loss=2.590, pair=16.125, adv=1.981, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:05,  5.91it/s, loss=2.523, pair=15.672, adv=2.088, sprd=0.006
Ep 016/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:01,  6.27it/s, loss=2.523, pair=15.672, adv=2.088, sprd=0.006
Ep 016/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:01,  6.27it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:09<01:06,  5.80it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:09<01:06,  5.80it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:09<01:02,  6.19it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:02,  6.19it/s, loss=2.076, pair=12.766, adv=1.774, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:05,  5.86it/s, loss=2.076, pair=12.766, adv=1.774, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:05,  5.86it/s, loss=0.447, pair=1.825, adv=2.025, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.22it/s, loss=0.447, pair=1.825, adv=2.025, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.22it/s, loss=0.251, pair=0.560, adv=2.079, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.88it/s, loss=0.251, pair=0.560, adv=2.079, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.88it/s, loss=3.223, pair=20.422, adv=1.862, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:00,  6.25it/s, loss=3.223, pair=20.422, adv=1.862, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:00,  6.25it/s, loss=0.259, pair=0.294, adv=2.047, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:10<01:05,  5.77it/s, loss=0.259, pair=0.294, adv=2.047, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:10<01:05,  5.77it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:10<01:01,  6.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:01,  6.16it/s, loss=0.564, pair=2.652, adv=1.993, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:04,  5.83it/s, loss=0.564, pair=2.652, adv=1.993, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:04,  5.83it/s, loss=5.502, pair=35.594, adv=2.015, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:00,  6.20it/s, loss=5.502, pair=35.594, adv=2.015, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:00,  6.20it/s, loss=0.263, pair=0.325, adv=2.089, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.83it/s, loss=0.263, pair=0.325, adv=2.089, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.83it/s, loss=2.018, pair=12.359, adv=1.874, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.20it/s, loss=2.018, pair=12.359, adv=1.874, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.20it/s, loss=1.252, pair=6.586, adv=1.882, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:11<01:04,  5.75it/s, loss=1.252, pair=6.586, adv=1.882, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:11<01:04,  5.75it/s, loss=0.864, pair=4.605, adv=2.042, sprd=0.006]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:11<01:00,  6.14it/s, loss=0.864, pair=4.605, adv=2.042, sprd=0.006]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.14it/s, loss=0.309, pair=0.950, adv=1.895, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.74it/s, loss=0.309, pair=0.950, adv=1.895, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.74it/s, loss=1.095, pair=6.262, adv=1.905, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.14it/s, loss=1.095, pair=6.262, adv=1.905, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.14it/s, loss=3.146, pair=19.891, adv=1.779, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:04,  5.70it/s, loss=3.146, pair=19.891, adv=1.779, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:04,  5.70it/s, loss=3.336, pair=21.109, adv=2.045, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<01:00,  6.09it/s, loss=3.336, pair=21.109, adv=2.045, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<01:00,  6.09it/s, loss=1.485, pair=8.711, adv=1.951, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:12<01:02,  5.88it/s, loss=1.485, pair=8.711, adv=1.951, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:12<01:02,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:12<00:58,  6.27it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:58,  6.27it/s, loss=0.663, pair=2.980, adv=2.168, sprd=0.007]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:03,  5.72it/s, loss=0.663, pair=2.980, adv=2.168, sprd=0.007]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:03,  5.72it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:59,  6.12it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:59,  6.12it/s, loss=0.191, pair=0.000, adv=0.000, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.84it/s, loss=0.191, pair=0.000, adv=0.000, sprd=0.005]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.84it/s, loss=1.530, pair=9.023, adv=1.987, sprd=0.006]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.22it/s, loss=1.530, pair=9.023, adv=1.987, sprd=0.006]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.22it/s, loss=3.394, pair=21.453, adv=1.938, sprd=0.006
Ep 016/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:13<01:03,  5.73it/s, loss=3.394, pair=21.453, adv=1.938, sprd=0.006
Ep 016/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:03,  5.73it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.007]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.15it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.007]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.15it/s, loss=2.776, pair=17.328, adv=1.971, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.91it/s, loss=2.776, pair=17.328, adv=1.971, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.91it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.007]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:56,  6.29it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.007]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:56,  6.29it/s, loss=2.496, pair=15.516, adv=2.013, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=2.496, pair=15.516, adv=2.013, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:00,  5.89it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:56,  6.28it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:56,  6.28it/s, loss=0.553, pair=2.543, adv=2.064, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:14<00:59,  5.94it/s, loss=0.553, pair=2.543, adv=2.064, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:14<00:59,  5.94it/s, loss=2.901, pair=18.297, adv=1.890, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:14<00:56,  6.30it/s, loss=2.901, pair=18.297, adv=1.890, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:56,  6.30it/s, loss=1.356, pair=7.914, adv=2.101, sprd=0.002]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<00:59,  5.98it/s, loss=1.356, pair=7.914, adv=2.101, sprd=0.002]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<00:59,  5.98it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:55,  6.35it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:55,  6.35it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:00,  5.76it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.004]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:00,  5.76it/s, loss=2.481, pair=15.453, adv=2.110, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:56,  6.16it/s, loss=2.481, pair=15.453, adv=2.110, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:56,  6.16it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:15<01:00,  5.78it/s, loss=0.070, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:15<01:00,  5.78it/s, loss=0.235, pair=0.513, adv=1.836, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:15<00:56,  6.16it/s, loss=0.235, pair=0.513, adv=1.836, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:58,  5.90it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:58,  5.90it/s, loss=0.605, pair=2.777, adv=1.942, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:55,  6.28it/s, loss=0.605, pair=2.777, adv=1.942, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:55,  6.28it/s, loss=1.316, pair=7.617, adv=1.875, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:57,  6.01it/s, loss=1.316, pair=7.617, adv=1.875, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:57,  6.01it/s, loss=0.477, pair=2.137, adv=1.968, sprd=0.003]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:54,  6.33it/s, loss=0.477, pair=2.137, adv=1.968, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:54,  6.33it/s, loss=2.178, pair=13.453, adv=1.777, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:16<00:57,  5.95it/s, loss=2.178, pair=13.453, adv=1.777, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:16<00:57,  5.95it/s, loss=0.496, pair=2.160, adv=2.093, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:16<00:54,  6.31it/s, loss=0.496, pair=2.160, adv=2.093, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.31it/s, loss=2.119, pair=12.930, adv=2.200, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:56,  6.05it/s, loss=2.119, pair=12.930, adv=2.200, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:56,  6.05it/s, loss=4.109, pair=26.078, adv=2.117, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:53,  6.37it/s, loss=4.109, pair=26.078, adv=2.117, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:53,  6.37it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.87it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.87it/s, loss=1.428, pair=8.422, adv=2.006, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.25it/s, loss=1.428, pair=8.422, adv=2.006, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.25it/s, loss=2.999, pair=18.812, adv=1.623, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:17<00:59,  5.65it/s, loss=2.999, pair=18.812, adv=1.623, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:17<00:59,  5.65it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:17<00:55,  6.08it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:55,  6.08it/s, loss=0.390, pair=1.357, adv=2.050, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.69it/s, loss=0.390, pair=1.357, adv=2.050, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.69it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.11it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.11it/s, loss=0.695, pair=3.512, adv=1.995, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:57,  5.81it/s, loss=0.695, pair=3.512, adv=1.995, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:57,  5.81it/s, loss=0.484, pair=2.074, adv=1.874, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:53,  6.19it/s, loss=0.484, pair=2.074, adv=1.874, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:53,  6.19it/s, loss=0.913, pair=4.824, adv=2.034, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:18<00:57,  5.76it/s, loss=0.913, pair=4.824, adv=2.034, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:18<00:57,  5.76it/s, loss=0.266, pair=0.669, adv=1.983, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:18<00:53,  6.16it/s, loss=0.266, pair=0.669, adv=1.983, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.16it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:55,  5.90it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:55,  5.90it/s, loss=4.131, pair=26.438, adv=2.048, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:52,  6.27it/s, loss=4.131, pair=26.438, adv=2.048, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:52,  6.27it/s, loss=2.083, pair=12.703, adv=1.931, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.94it/s, loss=2.083, pair=12.703, adv=1.931, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.94it/s, loss=5.210, pair=33.562, adv=2.091, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:51,  6.30it/s, loss=5.210, pair=33.562, adv=2.091, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:51,  6.30it/s, loss=0.177, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:19<00:53,  6.03it/s, loss=0.177, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:19<00:53,  6.03it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:19<00:50,  6.39it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:50,  6.39it/s, loss=0.827, pair=3.314, adv=2.016, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:55,  5.86it/s, loss=0.827, pair=3.314, adv=2.016, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:55,  5.86it/s, loss=2.146, pair=13.242, adv=1.904, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.22it/s, loss=2.146, pair=13.242, adv=1.904, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.22it/s, loss=0.539, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:53,  5.98it/s, loss=0.539, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:53,  5.98it/s, loss=3.410, pair=21.641, adv=1.829, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:50,  6.34it/s, loss=3.410, pair=21.641, adv=1.829, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:50,  6.34it/s, loss=0.308, pair=0.825, adv=1.957, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:20<00:52,  6.05it/s, loss=0.308, pair=0.825, adv=1.957, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:20<00:52,  6.05it/s, loss=2.769, pair=17.391, adv=1.817, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:20<00:49,  6.39it/s, loss=2.769, pair=17.391, adv=1.817, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:49,  6.39it/s, loss=4.322, pair=27.672, adv=2.000, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:52,  6.04it/s, loss=4.322, pair=27.672, adv=2.000, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:52,  6.04it/s, loss=0.203, pair=0.216, adv=1.956, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:49,  6.36it/s, loss=0.203, pair=0.216, adv=1.956, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:49,  6.36it/s, loss=0.809, pair=3.980, adv=2.164, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:52,  5.95it/s, loss=0.809, pair=3.980, adv=2.164, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:52,  5.95it/s, loss=1.080, pair=6.055, adv=1.861, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:49,  6.31it/s, loss=1.080, pair=6.055, adv=1.861, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:49,  6.31it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:21<00:51,  6.06it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:21<00:51,  6.06it/s, loss=1.340, pair=7.785, adv=1.799, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:21<00:48,  6.39it/s, loss=1.340, pair=7.785, adv=1.799, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:48,  6.39it/s, loss=0.772, pair=4.012, adv=1.790, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:52,  5.94it/s, loss=0.772, pair=4.012, adv=1.790, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:52,  5.94it/s, loss=1.498, pair=8.734, adv=1.869, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.30it/s, loss=1.498, pair=8.734, adv=1.869, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:49,  6.30it/s, loss=0.570, pair=2.605, adv=1.906, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:51,  5.98it/s, loss=0.570, pair=2.605, adv=1.906, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:51,  5.98it/s, loss=0.513, pair=2.340, adv=1.912, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:48,  6.32it/s, loss=0.513, pair=2.340, adv=1.912, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:48,  6.32it/s, loss=0.679, pair=2.199, adv=1.881, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:22<00:52,  5.86it/s, loss=0.679, pair=2.199, adv=1.881, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:22<00:52,  5.86it/s, loss=0.726, pair=3.637, adv=1.943, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:22<00:49,  6.23it/s, loss=0.726, pair=3.637, adv=1.943, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.23it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.84it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.84it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.24it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.24it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.84it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.84it/s, loss=0.615, pair=3.033, adv=1.957, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.22it/s, loss=0.615, pair=3.033, adv=1.957, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.22it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:23<00:51,  5.89it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:23<00:51,  5.89it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:23<00:47,  6.27it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:47,  6.27it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.89it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.89it/s, loss=0.870, pair=4.699, adv=1.912, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.27it/s, loss=0.870, pair=4.699, adv=1.912, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.27it/s, loss=2.370, pair=14.766, adv=1.882, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:49,  5.96it/s, loss=2.370, pair=14.766, adv=1.882, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:49,  5.96it/s, loss=1.360, pair=7.855, adv=2.039, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:46,  6.32it/s, loss=1.360, pair=7.855, adv=2.039, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:46,  6.32it/s, loss=0.370, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:24<00:50,  5.88it/s, loss=0.370, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:24<00:50,  5.88it/s, loss=0.190, pair=0.216, adv=1.961, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:24<00:46,  6.27it/s, loss=0.190, pair=0.216, adv=1.961, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:46,  6.27it/s, loss=0.220, pair=0.387, adv=1.974, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.82it/s, loss=0.220, pair=0.387, adv=1.974, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.82it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.22it/s, loss=1.370, pair=7.949, adv=2.133, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:50,  5.78it/s, loss=1.370, pair=7.949, adv=2.133, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:50,  5.78it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:46,  6.18it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:46,  6.18it/s, loss=0.204, pair=0.262, adv=1.890, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:25<00:49,  5.79it/s, loss=0.204, pair=0.262, adv=1.890, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:25<00:49,  5.79it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:25<00:46,  6.19it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.19it/s, loss=0.242, pair=0.528, adv=1.753, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.91it/s, loss=0.242, pair=0.528, adv=1.753, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.91it/s, loss=1.694, pair=10.047, adv=1.956, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.27it/s, loss=1.694, pair=10.047, adv=1.956, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.27it/s, loss=1.831, pair=11.250, adv=1.704, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.87it/s, loss=1.831, pair=11.250, adv=1.704, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.87it/s, loss=1.722, pair=10.422, adv=1.810, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:45,  6.23it/s, loss=1.722, pair=10.422, adv=1.810, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:45,  6.23it/s, loss=2.667, pair=16.734, adv=1.696, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:26<00:48,  5.83it/s, loss=2.667, pair=16.734, adv=1.696, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:26<00:48,  5.83it/s, loss=2.118, pair=13.094, adv=1.766, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:26<00:45,  6.20it/s, loss=2.118, pair=13.094, adv=1.766, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.20it/s, loss=3.464, pair=21.969, adv=1.769, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:47,  5.86it/s, loss=3.464, pair=21.969, adv=1.769, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:47,  5.86it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.23it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.23it/s, loss=1.525, pair=9.047, adv=1.835, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.82it/s, loss=1.525, pair=9.047, adv=1.835, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.82it/s, loss=0.297, pair=0.849, adv=1.880, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.21it/s, loss=0.297, pair=0.849, adv=1.880, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.21it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:27<00:47,  5.86it/s, loss=0.065, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:27<00:47,  5.86it/s, loss=0.952, pair=5.324, adv=1.878, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:27<00:44,  6.24it/s, loss=0.952, pair=5.324, adv=1.878, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.24it/s, loss=0.520, pair=2.418, adv=1.811, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:48,  5.65it/s, loss=0.520, pair=2.418, adv=1.811, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:48,  5.65it/s, loss=1.505, pair=8.922, adv=1.745, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:45,  6.05it/s, loss=1.505, pair=8.922, adv=1.745, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:45,  6.05it/s, loss=0.935, pair=4.137, adv=1.910, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.71it/s, loss=0.935, pair=4.137, adv=1.910, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.71it/s, loss=2.461, pair=15.250, adv=2.008, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:44,  6.10it/s, loss=2.461, pair=15.250, adv=2.008, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:44,  6.10it/s, loss=0.403, pair=1.591, adv=1.807, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:28<00:47,  5.73it/s, loss=0.403, pair=1.591, adv=1.807, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:28<00:47,  5.73it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:28<00:43,  6.15it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.15it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.89it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.89it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.27it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.27it/s, loss=0.175, pair=0.075, adv=1.844, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.88it/s, loss=0.175, pair=0.075, adv=1.844, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.88it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.27it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.27it/s, loss=0.861, pair=4.742, adv=1.800, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:29<00:44,  5.92it/s, loss=0.861, pair=4.742, adv=1.800, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:29<00:44,  5.92it/s, loss=0.881, pair=4.762, adv=1.719, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:29<00:42,  6.26it/s, loss=0.881, pair=4.762, adv=1.719, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.26it/s, loss=1.174, pair=6.738, adv=1.850, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:46,  5.68it/s, loss=1.174, pair=6.738, adv=1.850, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:46,  5.68it/s, loss=1.174, pair=6.793, adv=1.880, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:43,  6.09it/s, loss=1.174, pair=6.793, adv=1.880, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:43,  6.09it/s, loss=3.183, pair=20.188, adv=1.791, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.82it/s, loss=3.183, pair=20.188, adv=1.791, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.82it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:41,  6.22it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:41,  6.22it/s, loss=0.371, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:30<00:43,  5.97it/s, loss=0.371, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:30<00:43,  5.97it/s, loss=0.393, pair=1.575, adv=1.650, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:30<00:40,  6.30it/s, loss=0.393, pair=1.575, adv=1.650, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:40,  6.30it/s, loss=1.448, pair=8.578, adv=1.768, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:43,  5.86it/s, loss=1.448, pair=8.578, adv=1.768, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:43,  5.86it/s, loss=1.214, pair=7.094, adv=1.633, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.24it/s, loss=1.214, pair=7.094, adv=1.633, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.24it/s, loss=1.930, pair=11.703, adv=1.949, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  6.01it/s, loss=1.930, pair=11.703, adv=1.949, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  6.01it/s, loss=0.402, pair=1.622, adv=1.708, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:40,  6.34it/s, loss=0.402, pair=1.622, adv=1.708, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:40,  6.34it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:31<00:42,  5.99it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:31<00:42,  5.99it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:31<00:39,  6.35it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:39,  6.35it/s, loss=1.553, pair=9.297, adv=1.753, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:41,  5.99it/s, loss=1.553, pair=9.297, adv=1.753, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:41,  5.99it/s, loss=0.763, pair=4.137, adv=1.610, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.32it/s, loss=0.763, pair=4.137, adv=1.610, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.32it/s, loss=0.241, pair=0.513, adv=1.764, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.86it/s, loss=0.241, pair=0.513, adv=1.764, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.86it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:39,  6.25it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:39,  6.25it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:32<00:42,  5.85it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:32<00:42,  5.85it/s, loss=2.516, pair=15.812, adv=1.597, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:32<00:39,  6.22it/s, loss=2.516, pair=15.812, adv=1.597, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.22it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:43,  5.63it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:43,  5.63it/s, loss=1.956, pair=12.047, adv=1.841, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:40,  6.05it/s, loss=1.956, pair=12.047, adv=1.841, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:40,  6.05it/s, loss=6.929, pair=45.125, adv=1.767, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:42,  5.68it/s, loss=6.929, pair=45.125, adv=1.767, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:42,  5.68it/s, loss=1.763, pair=10.578, adv=1.939, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:39,  6.08it/s, loss=1.763, pair=10.578, adv=1.939, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:39,  6.08it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:33<00:41,  5.79it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:33<00:41,  5.79it/s, loss=0.254, pair=0.747, adv=1.616, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:33<00:38,  6.16it/s, loss=0.254, pair=0.747, adv=1.616, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.16it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:42,  5.67it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:42,  5.67it/s, loss=5.146, pair=33.281, adv=1.848, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:39,  6.06it/s, loss=5.146, pair=33.281, adv=1.848, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:39,  6.06it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.80it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.80it/s, loss=0.348, pair=1.325, adv=1.792, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:38,  6.17it/s, loss=0.348, pair=1.325, adv=1.792, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:38,  6.17it/s, loss=0.705, pair=3.461, adv=1.887, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:34<00:41,  5.71it/s, loss=0.705, pair=3.461, adv=1.887, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:34<00:41,  5.71it/s, loss=4.341, pair=27.875, adv=1.782, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:34<00:38,  6.09it/s, loss=4.341, pair=27.875, adv=1.782, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.09it/s, loss=2.643, pair=16.547, adv=1.786, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:41,  5.67it/s, loss=2.643, pair=16.547, adv=1.786, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:41,  5.67it/s, loss=0.887, pair=4.898, adv=1.800, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:38,  6.06it/s, loss=0.887, pair=4.898, adv=1.800, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:38,  6.06it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:40,  5.74it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:40,  5.74it/s, loss=1.957, pair=12.047, adv=1.753, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:37,  6.12it/s, loss=1.957, pair=12.047, adv=1.753, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:37,  6.12it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:35<00:39,  5.80it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:35<00:39,  5.80it/s, loss=0.164, pair=0.012, adv=1.750, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:35<00:36,  6.19it/s, loss=0.164, pair=0.012, adv=1.750, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.19it/s, loss=0.820, pair=3.777, adv=1.957, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.93it/s, loss=0.820, pair=3.777, adv=1.957, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.93it/s, loss=0.578, pair=2.832, adv=1.719, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.26it/s, loss=0.578, pair=2.832, adv=1.719, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.26it/s, loss=0.534, pair=2.473, adv=1.782, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.86it/s, loss=0.534, pair=2.473, adv=1.782, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.86it/s, loss=3.157, pair=20.047, adv=1.713, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:35,  6.23it/s, loss=3.157, pair=20.047, adv=1.713, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:35,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:36<00:38,  5.80it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:36<00:38,  5.80it/s, loss=0.478, pair=2.137, adv=1.938, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:36<00:35,  6.18it/s, loss=0.478, pair=2.137, adv=1.938, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.18it/s, loss=6.322, pair=41.062, adv=1.771, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.86it/s, loss=6.322, pair=41.062, adv=1.771, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.86it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.22it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.22it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.91it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.91it/s, loss=0.914, pair=5.105, adv=1.741, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:34,  6.24it/s, loss=0.914, pair=5.105, adv=1.741, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:34,  6.24it/s, loss=1.100, pair=6.164, adv=1.662, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:37<00:36,  5.94it/s, loss=1.100, pair=6.164, adv=1.662, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:37<00:36,  5.94it/s, loss=1.278, pair=7.438, adv=1.858, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:37<00:34,  6.27it/s, loss=1.278, pair=7.438, adv=1.858, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:34,  6.27it/s, loss=0.186, pair=0.075, adv=1.961, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:38,  5.65it/s, loss=0.186, pair=0.075, adv=1.961, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:38,  5.65it/s, loss=4.920, pair=31.797, adv=1.626, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:35,  6.05it/s, loss=4.920, pair=31.797, adv=1.626, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:35,  6.05it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.78it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.78it/s, loss=0.148, pair=0.000, adv=1.697, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.18it/s, loss=0.148, pair=0.000, adv=1.697, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.18it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:38<00:37,  5.64it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:38<00:37,  5.64it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:38<00:34,  6.05it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:34,  6.05it/s, loss=0.423, pair=1.176, adv=1.723, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:36,  5.76it/s, loss=0.423, pair=1.176, adv=1.723, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:36,  5.76it/s, loss=2.137, pair=13.203, adv=1.686, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.12it/s, loss=2.137, pair=13.203, adv=1.686, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.12it/s, loss=1.943, pair=11.891, adv=1.828, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:37,  5.57it/s, loss=1.943, pair=11.891, adv=1.828, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:37,  5.57it/s, loss=1.777, pair=10.797, adv=1.798, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:34,  5.98it/s, loss=1.777, pair=10.797, adv=1.798, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:34,  5.98it/s, loss=1.155, pair=6.574, adv=1.942, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:39<00:36,  5.63it/s, loss=1.155, pair=6.574, adv=1.942, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:39<00:36,  5.63it/s, loss=1.279, pair=7.512, adv=1.752, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:39<00:33,  6.02it/s, loss=1.279, pair=7.512, adv=1.752, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.02it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:35,  5.69it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:35,  5.69it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:33,  6.09it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:33,  6.09it/s, loss=0.596, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.88it/s, loss=0.596, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.88it/s, loss=1.072, pair=6.031, adv=1.957, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.22it/s, loss=1.072, pair=6.031, adv=1.957, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.22it/s, loss=0.397, pair=1.613, adv=1.837, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:40<00:35,  5.63it/s, loss=0.397, pair=1.613, adv=1.837, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:40<00:35,  5.63it/s, loss=1.367, pair=8.109, adv=1.740, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:40<00:32,  6.02it/s, loss=1.367, pair=8.109, adv=1.740, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.02it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:34,  5.72it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:34,  5.72it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:32,  6.11it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:32,  6.11it/s, loss=0.948, pair=5.223, adv=1.871, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.82it/s, loss=0.948, pair=5.223, adv=1.871, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.82it/s, loss=3.826, pair=24.531, adv=1.802, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.17it/s, loss=3.826, pair=24.531, adv=1.802, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.17it/s, loss=0.412, pair=1.669, adv=1.862, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:41<00:33,  5.69it/s, loss=0.412, pair=1.669, adv=1.862, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:41<00:33,  5.69it/s, loss=3.555, pair=22.641, adv=1.918, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:41<00:31,  6.09it/s, loss=3.555, pair=22.641, adv=1.918, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.09it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:33,  5.75it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:33,  5.75it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.14it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.14it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.78it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.78it/s, loss=0.945, pair=5.246, adv=1.744, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.16it/s, loss=0.945, pair=5.246, adv=1.744, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.16it/s, loss=0.420, pair=1.388, adv=1.989, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:42<00:31,  5.89it/s, loss=0.420, pair=1.388, adv=1.989, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:42<00:31,  5.89it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:42<00:29,  6.25it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.85it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.85it/s, loss=0.188, pair=0.247, adv=1.797, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.21it/s, loss=0.188, pair=0.247, adv=1.797, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.21it/s, loss=0.261, pair=0.075, adv=1.780, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.81it/s, loss=0.261, pair=0.075, adv=1.780, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.81it/s, loss=1.432, pair=8.484, adv=1.796, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.16it/s, loss=1.432, pair=8.484, adv=1.796, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.16it/s, loss=0.208, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:43<00:31,  5.74it/s, loss=0.208, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:43<00:31,  5.74it/s, loss=0.382, pair=1.539, adv=1.801, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:43<00:29,  6.12it/s, loss=0.382, pair=1.539, adv=1.801, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.12it/s, loss=3.488, pair=21.641, adv=1.742, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.79it/s, loss=3.488, pair=21.641, adv=1.742, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.79it/s, loss=0.538, pair=2.543, adv=1.847, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.18it/s, loss=0.538, pair=2.543, adv=1.847, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.18it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.75it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.75it/s, loss=0.224, pair=0.513, adv=1.763, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.15it/s, loss=0.224, pair=0.513, adv=1.763, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.15it/s, loss=1.273, pair=7.367, adv=1.940, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:44<00:29,  5.87it/s, loss=1.273, pair=7.367, adv=1.940, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:44<00:29,  5.87it/s, loss=1.128, pair=6.480, adv=1.899, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:44<00:27,  6.22it/s, loss=1.128, pair=6.480, adv=1.899, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:27,  6.22it/s, loss=1.101, pair=6.230, adv=1.886, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.72it/s, loss=1.101, pair=6.230, adv=1.886, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.72it/s, loss=0.311, pair=1.099, adv=1.791, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.10it/s, loss=0.311, pair=1.099, adv=1.791, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.10it/s, loss=0.684, pair=3.418, adv=1.968, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.75it/s, loss=0.684, pair=3.418, adv=1.968, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.75it/s, loss=2.311, pair=14.125, adv=2.043, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.14it/s, loss=2.311, pair=14.125, adv=2.043, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.14it/s, loss=5.289, pair=34.125, adv=1.961, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:45<00:28,  5.93it/s, loss=5.289, pair=34.125, adv=1.961, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:45<00:28,  5.93it/s, loss=0.720, pair=3.754, adv=1.825, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:45<00:26,  6.30it/s, loss=0.720, pair=3.754, adv=1.825, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:26,  6.30it/s, loss=0.318, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:27,  5.98it/s, loss=0.318, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:27,  5.98it/s, loss=6.548, pair=42.562, adv=2.025, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.32it/s, loss=6.548, pair=42.562, adv=2.025, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.32it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:27,  6.02it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:27,  6.02it/s, loss=1.657, pair=10.031, adv=1.842, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:25,  6.37it/s, loss=1.657, pair=10.031, adv=1.842, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:25,  6.37it/s, loss=1.048, pair=5.840, adv=1.754, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:46<00:27,  5.89it/s, loss=1.048, pair=5.840, adv=1.754, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:46<00:27,  5.89it/s, loss=1.805, pair=10.938, adv=1.945, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:46<00:25,  6.26it/s, loss=1.805, pair=10.938, adv=1.945, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:25,  6.26it/s, loss=0.143, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:26,  6.01it/s, loss=0.143, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:26,  6.01it/s, loss=1.900, pair=11.562, adv=1.890, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.35it/s, loss=1.900, pair=11.562, adv=1.890, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.35it/s, loss=1.597, pair=9.523, adv=1.907, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:26,  6.01it/s, loss=1.597, pair=9.523, adv=1.907, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:26,  6.01it/s, loss=0.231, pair=0.434, adv=1.769, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:24,  6.35it/s, loss=0.231, pair=0.434, adv=1.769, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:24,  6.35it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:47<00:26,  5.96it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:47<00:26,  5.96it/s, loss=0.186, pair=0.000, adv=2.031, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:47<00:24,  6.31it/s, loss=0.186, pair=0.000, adv=2.031, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:24,  6.31it/s, loss=0.439, pair=1.652, adv=1.725, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:25,  6.00it/s, loss=0.439, pair=1.652, adv=1.725, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:25,  6.00it/s, loss=3.806, pair=24.281, adv=1.755, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.34it/s, loss=3.806, pair=24.281, adv=1.755, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.34it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.77it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.16it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.16it/s, loss=0.602, pair=2.387, adv=1.674, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:48<00:25,  5.85it/s, loss=0.602, pair=2.387, adv=1.674, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:48<00:25,  5.85it/s, loss=0.431, pair=1.763, adv=1.813, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:48<00:24,  6.19it/s, loss=0.431, pair=1.763, adv=1.813, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.19it/s, loss=0.717, pair=3.512, adv=1.858, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.77it/s, loss=0.717, pair=3.512, adv=1.858, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.77it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:24,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:24,  6.16it/s, loss=1.395, pair=8.016, adv=1.765, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:24,  5.88it/s, loss=1.395, pair=8.016, adv=1.765, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:24,  5.88it/s, loss=1.612, pair=9.531, adv=1.746, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.22it/s, loss=1.612, pair=9.531, adv=1.746, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.22it/s, loss=1.027, pair=5.168, adv=2.008, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:49<00:24,  5.81it/s, loss=1.027, pair=5.168, adv=2.008, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:49<00:24,  5.81it/s, loss=2.276, pair=13.797, adv=1.866, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:49<00:23,  6.17it/s, loss=2.276, pair=13.797, adv=1.866, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.17it/s, loss=1.092, pair=5.559, adv=1.984, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.85it/s, loss=1.092, pair=5.559, adv=1.984, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.85it/s, loss=0.524, pair=2.199, adv=2.078, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.21it/s, loss=0.524, pair=2.199, adv=2.078, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.21it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.77it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.77it/s, loss=0.336, pair=1.106, adv=1.773, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:22,  6.15it/s, loss=0.336, pair=1.106, adv=1.773, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:22,  6.15it/s, loss=5.417, pair=34.906, adv=1.877, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:50<00:24,  5.72it/s, loss=5.417, pair=34.906, adv=1.877, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:50<00:24,  5.72it/s, loss=1.518, pair=8.922, adv=1.923, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:50<00:22,  6.10it/s, loss=1.518, pair=8.922, adv=1.923, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.10it/s, loss=2.721, pair=16.516, adv=1.986, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:24,  5.55it/s, loss=2.721, pair=16.516, adv=1.986, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:24,  5.55it/s, loss=1.216, pair=7.023, adv=1.931, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:22,  5.97it/s, loss=1.216, pair=7.023, adv=1.931, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:22,  5.97it/s, loss=1.196, pair=6.859, adv=1.864, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.64it/s, loss=1.196, pair=6.859, adv=1.864, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.64it/s, loss=0.904, pair=4.855, adv=2.009, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:22,  6.06it/s, loss=0.904, pair=4.855, adv=2.009, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:22,  6.06it/s, loss=4.225, pair=27.016, adv=1.897, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:51<00:23,  5.74it/s, loss=4.225, pair=27.016, adv=1.897, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:51<00:23,  5.74it/s, loss=1.335, pair=7.449, adv=1.818, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:51<00:21,  6.12it/s, loss=1.335, pair=7.449, adv=1.818, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.12it/s, loss=0.241, pair=0.513, adv=1.766, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.88it/s, loss=0.241, pair=0.513, adv=1.766, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.88it/s, loss=0.899, pair=4.906, adv=1.700, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.20it/s, loss=0.899, pair=4.906, adv=1.700, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.86it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.86it/s, loss=0.196, pair=0.236, adv=1.767, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.23it/s, loss=0.196, pair=0.236, adv=1.767, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.23it/s, loss=0.383, pair=1.356, adv=2.033, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:52<00:21,  5.77it/s, loss=0.383, pair=1.356, adv=2.033, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:52<00:21,  5.77it/s, loss=1.564, pair=9.344, adv=1.884, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:52<00:20,  6.14it/s, loss=1.564, pair=9.344, adv=1.884, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.14it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.85it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.85it/s, loss=0.517, pair=2.324, adv=2.052, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:20,  6.20it/s, loss=0.517, pair=2.324, adv=2.052, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:20,  6.20it/s, loss=3.647, pair=23.250, adv=1.890, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.80it/s, loss=3.647, pair=23.250, adv=1.890, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.80it/s, loss=0.849, pair=4.496, adv=1.994, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.17it/s, loss=0.849, pair=4.496, adv=1.994, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.17it/s, loss=2.836, pair=17.828, adv=1.728, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:53<00:21,  5.70it/s, loss=2.836, pair=17.828, adv=1.728, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:53<00:21,  5.70it/s, loss=2.316, pair=14.422, adv=1.774, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:53<00:19,  6.07it/s, loss=2.316, pair=14.422, adv=1.774, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.07it/s, loss=0.448, pair=1.028, adv=1.716, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.71it/s, loss=0.448, pair=1.028, adv=1.716, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.71it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.13it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.13it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.83it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.83it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.22it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.22it/s, loss=1.899, pair=11.547, adv=1.925, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:54<00:19,  5.81it/s, loss=1.899, pair=11.547, adv=1.925, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:54<00:19,  5.81it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:54<00:18,  6.20it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.20it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.69it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.69it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:18,  6.09it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:18,  6.09it/s, loss=0.339, pair=1.075, adv=2.037, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.77it/s, loss=0.339, pair=1.075, adv=2.037, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.77it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:17,  6.16it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:17,  6.16it/s, loss=0.387, pair=1.560, adv=1.752, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:55<00:18,  5.75it/s, loss=0.387, pair=1.560, adv=1.752, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:55<00:18,  5.75it/s, loss=0.202, pair=0.341, adv=1.766, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:55<00:17,  6.13it/s, loss=0.202, pair=0.341, adv=1.766, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.13it/s, loss=4.385, pair=28.109, adv=1.912, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.85it/s, loss=4.385, pair=28.109, adv=1.912, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.85it/s, loss=0.698, pair=3.486, adv=1.967, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.23it/s, loss=0.698, pair=3.486, adv=1.967, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.23it/s, loss=3.832, pair=23.859, adv=1.655, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.92it/s, loss=3.832, pair=23.859, adv=1.655, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.92it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.28it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.28it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:56<00:17,  5.82it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:56<00:17,  5.82it/s, loss=1.648, pair=9.828, adv=1.981, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:56<00:16,  6.19it/s, loss=1.648, pair=9.828, adv=1.981, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.19it/s, loss=3.219, pair=19.688, adv=1.918, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.89it/s, loss=3.219, pair=19.688, adv=1.918, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.89it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:15,  6.26it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:15,  6.26it/s, loss=0.183, pair=0.169, adv=1.829, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.84it/s, loss=0.183, pair=0.169, adv=1.829, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.84it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.21it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.21it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:57<00:16,  5.88it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:57<00:16,  5.88it/s, loss=0.159, pair=0.000, adv=1.804, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:57<00:15,  6.23it/s, loss=0.159, pair=0.000, adv=1.804, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.23it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.82it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.82it/s, loss=0.669, pair=3.387, adv=1.889, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.18it/s, loss=0.669, pair=3.387, adv=1.889, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.18it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.82it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.82it/s, loss=3.803, pair=24.266, adv=1.861, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:14,  6.19it/s, loss=3.803, pair=24.266, adv=1.861, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:14,  6.19it/s, loss=2.087, pair=12.891, adv=1.765, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:58<00:15,  5.85it/s, loss=2.087, pair=12.891, adv=1.765, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:58<00:15,  5.85it/s, loss=0.583, pair=2.824, adv=1.806, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:58<00:14,  6.21it/s, loss=0.583, pair=2.824, adv=1.806, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.21it/s, loss=1.359, pair=8.031, adv=1.771, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.68it/s, loss=1.359, pair=8.031, adv=1.771, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.68it/s, loss=1.056, pair=5.914, adv=1.922, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.07it/s, loss=1.056, pair=5.914, adv=1.922, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.07it/s, loss=0.999, pair=5.512, adv=1.766, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:15,  5.74it/s, loss=0.999, pair=5.512, adv=1.766, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:15,  5.74it/s, loss=0.557, pair=2.658, adv=1.821, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:14,  6.10it/s, loss=0.557, pair=2.658, adv=1.821, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:14,  6.10it/s, loss=3.320, pair=20.969, adv=1.965, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  81%|▊| 359/444 [00:59<00:14,  5.74it/s, loss=3.320, pair=20.969, adv=1.965, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  81%|▊| 359/444 [00:59<00:14,  5.74it/s, loss=0.241, pair=0.450, adv=1.962, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  81%|▊| 360/444 [00:59<00:13,  6.12it/s, loss=0.241, pair=0.450, adv=1.962, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.12it/s, loss=5.086, pair=32.750, adv=1.756, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.77it/s, loss=5.086, pair=32.750, adv=1.756, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.77it/s, loss=0.310, pair=0.950, adv=1.898, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.15it/s, loss=0.310, pair=0.950, adv=1.898, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.15it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:13,  5.86it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:13,  5.86it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:12,  6.24it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:12,  6.24it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:00<00:13,  5.92it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:00<00:13,  5.92it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:00<00:12,  6.28it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.28it/s, loss=4.315, pair=27.766, adv=1.665, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.90it/s, loss=4.315, pair=27.766, adv=1.665, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.90it/s, loss=0.283, pair=0.794, adv=1.816, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.25it/s, loss=0.283, pair=0.794, adv=1.816, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.25it/s, loss=1.312, pair=7.680, adv=1.740, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.99it/s, loss=1.312, pair=7.680, adv=1.740, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.99it/s, loss=1.862, pair=11.234, adv=1.766, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.32it/s, loss=1.862, pair=11.234, adv=1.766, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.32it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:01<00:12,  5.83it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:01<00:12,  5.83it/s, loss=4.153, pair=26.562, adv=1.872, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:01<00:11,  6.19it/s, loss=4.153, pair=26.562, adv=1.872, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.19it/s, loss=1.652, pair=9.891, adv=1.773, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.82it/s, loss=1.652, pair=9.891, adv=1.773, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.82it/s, loss=0.494, pair=2.137, adv=2.005, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.20it/s, loss=0.494, pair=2.137, adv=2.005, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.20it/s, loss=3.193, pair=19.516, adv=2.046, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.85it/s, loss=3.193, pair=19.516, adv=2.046, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.85it/s, loss=0.259, pair=0.638, adv=1.743, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.22it/s, loss=0.259, pair=0.638, adv=1.743, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.22it/s, loss=3.051, pair=19.141, adv=1.869, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:02<00:11,  5.83it/s, loss=3.051, pair=19.141, adv=1.869, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:02<00:11,  5.83it/s, loss=2.686, pair=16.438, adv=1.969, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:02<00:10,  6.18it/s, loss=2.686, pair=16.438, adv=1.969, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.18it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.62it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.62it/s, loss=0.461, pair=1.699, adv=1.879, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.02it/s, loss=0.461, pair=1.699, adv=1.879, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.02it/s, loss=0.170, pair=0.075, adv=1.712, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.75it/s, loss=0.170, pair=0.075, adv=1.712, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.75it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:10,  6.15it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:10,  6.15it/s, loss=4.805, pair=30.984, adv=1.737, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:03<00:10,  5.85it/s, loss=4.805, pair=30.984, adv=1.737, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:03<00:10,  5.85it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:03<00:09,  6.24it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.24it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.80it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.80it/s, loss=0.176, pair=0.153, adv=1.817, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.18it/s, loss=0.176, pair=0.153, adv=1.817, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.75it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.75it/s, loss=1.051, pair=5.887, adv=1.916, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:09,  6.14it/s, loss=1.051, pair=5.887, adv=1.916, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:09,  6.14it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:04<00:09,  5.77it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:04<00:09,  5.77it/s, loss=2.643, pair=16.562, adv=1.721, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:04<00:08,  6.13it/s, loss=2.643, pair=16.562, adv=1.721, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.13it/s, loss=0.380, pair=1.372, adv=1.846, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.76it/s, loss=0.380, pair=1.372, adv=1.846, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.76it/s, loss=2.318, pair=14.312, adv=1.965, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.12it/s, loss=2.318, pair=14.312, adv=1.965, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.12it/s, loss=0.688, pair=3.480, adv=1.769, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.82it/s, loss=0.688, pair=3.480, adv=1.769, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.82it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:08,  6.19it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:08,  6.19it/s, loss=1.974, pair=12.055, adv=1.848, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:05<00:08,  5.81it/s, loss=1.974, pair=12.055, adv=1.848, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:05<00:08,  5.81it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:05<00:07,  6.19it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.19it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.88it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.88it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.24it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.24it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.91it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.91it/s, loss=0.267, pair=0.638, adv=2.031, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.24it/s, loss=0.267, pair=0.638, adv=2.031, sprd=0.005
Ep 016/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.24it/s, loss=1.843, pair=10.109, adv=1.682, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:06<00:07,  5.85it/s, loss=1.843, pair=10.109, adv=1.682, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:06<00:07,  5.85it/s, loss=2.163, pair=13.391, adv=1.730, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:06<00:06,  6.21it/s, loss=2.163, pair=13.391, adv=1.730, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.21it/s, loss=2.473, pair=15.461, adv=1.726, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.78it/s, loss=2.473, pair=15.461, adv=1.726, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.78it/s, loss=4.119, pair=26.266, adv=1.867, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.16it/s, loss=4.119, pair=26.266, adv=1.867, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.16it/s, loss=0.257, pair=0.075, adv=1.882, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.68it/s, loss=0.257, pair=0.075, adv=1.882, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.68it/s, loss=1.380, pair=8.047, adv=1.893, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.06it/s, loss=1.380, pair=8.047, adv=1.893, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.06it/s, loss=0.124, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:07<00:06,  5.66it/s, loss=0.124, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:07<00:06,  5.66it/s, loss=0.486, pair=1.981, adv=1.730, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:07<00:05,  6.06it/s, loss=0.486, pair=1.981, adv=1.730, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.06it/s, loss=2.314, pair=14.234, adv=1.852, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.67it/s, loss=2.314, pair=14.234, adv=1.852, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:06,  5.67it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.07it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.07it/s, loss=2.543, pair=14.641, adv=1.738, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.70it/s, loss=2.543, pair=14.641, adv=1.738, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.70it/s, loss=0.703, pair=3.346, adv=1.923, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.10it/s, loss=0.703, pair=3.346, adv=1.923, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.10it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:08<00:05,  5.79it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:08<00:05,  5.79it/s, loss=1.166, pair=6.641, adv=1.948, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:08<00:04,  6.17it/s, loss=1.166, pair=6.641, adv=1.948, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.17it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.81it/s, loss=1.448, pair=8.633, adv=1.794, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.18it/s, loss=1.448, pair=8.633, adv=1.794, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.18it/s, loss=0.768, pair=4.012, adv=1.834, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.76it/s, loss=0.768, pair=4.012, adv=1.834, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.76it/s, loss=1.542, pair=9.273, adv=1.728, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.13it/s, loss=1.542, pair=9.273, adv=1.728, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.13it/s, loss=1.126, pair=6.508, adv=1.664, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:09<00:04,  5.83it/s, loss=1.126, pair=6.508, adv=1.664, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:09<00:04,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:09<00:03,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.20it/s, loss=0.982, pair=5.418, adv=1.927, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.81it/s, loss=0.982, pair=5.418, adv=1.927, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.81it/s, loss=0.169, pair=0.059, adv=1.903, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.17it/s, loss=0.169, pair=0.059, adv=1.903, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.17it/s, loss=0.897, pair=4.762, adv=1.819, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.81it/s, loss=0.897, pair=4.762, adv=1.819, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.81it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.18it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.18it/s, loss=1.539, pair=9.047, adv=1.748, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:10<00:03,  5.75it/s, loss=1.539, pair=9.047, adv=1.748, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:10<00:03,  5.75it/s, loss=0.252, pair=0.606, adv=1.711, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:10<00:02,  6.09it/s, loss=0.252, pair=0.606, adv=1.711, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.09it/s, loss=1.299, pair=7.504, adv=1.927, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.76it/s, loss=1.299, pair=7.504, adv=1.927, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.76it/s, loss=2.917, pair=18.359, adv=1.784, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.13it/s, loss=2.917, pair=18.359, adv=1.784, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.13it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.77it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.77it/s, loss=3.938, pair=25.234, adv=1.680, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.14it/s, loss=3.938, pair=25.234, adv=1.680, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.14it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:11<00:02,  5.77it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:11<00:02,  5.77it/s, loss=1.871, pair=11.359, adv=1.804, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:11<00:01,  6.15it/s, loss=1.871, pair=11.359, adv=1.804, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.15it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.73it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.73it/s, loss=0.229, pair=0.575, adv=1.584, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.11it/s, loss=0.229, pair=0.575, adv=1.584, sprd=0.002
Ep 016/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.11it/s, loss=0.204, pair=0.000, adv=1.855, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.76it/s, loss=0.204, pair=0.000, adv=1.855, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.76it/s, loss=1.278, pair=7.480, adv=1.757, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.12it/s, loss=1.278, pair=7.480, adv=1.757, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.12it/s, loss=3.340, pair=21.203, adv=1.871, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:12<00:01,  5.75it/s, loss=3.340, pair=21.203, adv=1.871, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:12<00:01,  5.75it/s, loss=2.208, pair=13.547, adv=1.892, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:12<00:00,  6.14it/s, loss=2.208, pair=13.547, adv=1.892, sprd=0.00
Ep 016/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.14it/s, loss=1.564, pair=9.367, adv=1.799, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.68it/s, loss=1.564, pair=9.367, adv=1.799, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.68it/s, loss=0.295, pair=0.888, adv=1.782, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.07it/s, loss=0.295, pair=0.888, adv=1.782, sprd=0.004
Ep 016/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.07it/s, loss=0.432, pair=1.825, adv=1.645, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.76it/s, loss=0.432, pair=1.825, adv=1.645, sprd=0.003
Ep 016/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.76it/s, loss=0.808, pair=4.230, adv=1.943, sprd=0.005
Ep 016/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.12it/s, loss=0.808, pair=4.230, adv=1.943, sprd=0.005
Ep 016/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.12it/s, loss=1.600, pair=9.484, adv=2.013, sprd=0.003
Ep 016/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:13<00:00,  5.69it/s, loss=1.600, pair=9.484, adv=2.013, sprd=0.003
Ep 016/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.69it/s, loss=0.536, pair=2.402, adv=1.842, sprd=0.003
Ep 016/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.09it/s, loss=0.536, pair=2.402, adv=1.842, sprd=0.003
                                                                                                              
Epoch 016/60 [S1→S2:ramp]  loss=1.1071  mat=0.1879  sens=6.7429  pair=6.3443  adv=1.3287(rand=3.37)  deg=0.0183  orth=0.0116  spread=0.0031  q_mean=52.1  q_std=20.0  α=0.20 β=0.15 γ=0.80 λ_grl=0.600  lr=8.61e-05  74s

Ep 017/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 017/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=1.650, pair=8.070, adv=1.780, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:24,  3.07it/s, loss=1.650, pair=8.070, adv=1.780, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:24,  3.07it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:34,  4.65it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:34,  4.65it/s, loss=0.410, pair=1.294, adv=1.764, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:33,  4.70it/s, loss=0.410, pair=1.294, adv=1.764, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:33,  4.70it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:20,  5.47it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   1%|  | 4/444 [00:01<01:20,  5.47it/s, loss=0.875, pair=3.512, adv=2.118, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:23,  5.25it/s, loss=0.875, pair=3.512, adv=2.118, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:23,  5.25it/s, loss=0.924, pair=4.090, adv=1.822, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:15,  5.78it/s, loss=0.924, pair=4.090, adv=1.822, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:15,  5.78it/s, loss=0.483, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:18,  5.55it/s, loss=0.483, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:18,  5.55it/s, loss=0.656, pair=2.637, adv=1.892, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:12,  6.00it/s, loss=0.656, pair=2.637, adv=1.892, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   2%| | 8/444 [00:01<01:12,  6.00it/s, loss=5.680, pair=30.516, adv=1.877, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   2%| | 9/444 [00:01<01:16,  5.66it/s, loss=5.680, pair=30.516, adv=1.877, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   2%| | 9/444 [00:01<01:16,  5.66it/s, loss=7.491, pair=40.625, adv=1.766, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:11,  6.08it/s, loss=7.491, pair=40.625, adv=1.766, sprd=0.003
Ep 017/60 [S1→S2:ramp]:   2%| | 10/444 [00:02<01:11,  6.08it/s, loss=3.484, pair=18.391, adv=1.669, sprd=0.003
Ep 017/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:15,  5.73it/s, loss=3.484, pair=18.391, adv=1.669, sprd=0.003
Ep 017/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:15,  5.73it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:10,  6.14it/s, loss=1.470, pair=7.137, adv=1.709, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.76it/s, loss=1.470, pair=7.137, adv=1.709, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.76it/s, loss=1.794, pair=8.984, adv=1.787, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:10,  6.14it/s, loss=1.794, pair=8.984, adv=1.787, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:10,  6.14it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.85it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.85it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:08,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 16/444 [00:03<01:08,  6.24it/s, loss=0.318, pair=0.794, adv=1.621, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:13,  5.85it/s, loss=0.318, pair=0.794, adv=1.621, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:13,  5.85it/s, loss=1.746, pair=8.750, adv=1.678, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.21it/s, loss=1.746, pair=8.750, adv=1.678, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.21it/s, loss=1.962, pair=9.812, adv=1.844, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:12,  5.87it/s, loss=1.962, pair=9.812, adv=1.844, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:12,  5.87it/s, loss=1.535, pair=7.590, adv=1.681, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.22it/s, loss=1.535, pair=7.590, adv=1.681, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.22it/s, loss=0.240, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:15,  5.61it/s, loss=0.240, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:15,  5.61it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:09,  6.05it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 22/444 [00:04<01:09,  6.05it/s, loss=1.692, pair=8.375, adv=1.822, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:13,  5.69it/s, loss=1.692, pair=8.375, adv=1.822, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:13,  5.69it/s, loss=1.648, pair=8.172, adv=1.703, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:08,  6.11it/s, loss=1.648, pair=8.172, adv=1.703, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:08,  6.11it/s, loss=0.475, pair=1.560, adv=2.071, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.84it/s, loss=0.475, pair=1.560, adv=2.071, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.84it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:10,  5.96it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:10,  5.96it/s, loss=4.876, pair=26.141, adv=1.763, sprd=0.002
Ep 017/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:06,  6.30it/s, loss=4.876, pair=26.141, adv=1.763, sprd=0.002
Ep 017/60 [S1→S2:ramp]:   6%| | 28/444 [00:05<01:06,  6.30it/s, loss=0.828, pair=3.514, adv=1.877, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:10,  5.93it/s, loss=0.828, pair=3.514, adv=1.877, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:10,  5.93it/s, loss=0.385, pair=1.138, adv=1.861, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:05,  6.29it/s, loss=0.385, pair=1.138, adv=1.861, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:05,  6.29it/s, loss=2.236, pair=11.391, adv=1.859, sprd=0.003
Ep 017/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:11,  5.81it/s, loss=2.236, pair=11.391, adv=1.859, sprd=0.003
Ep 017/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:11,  5.81it/s, loss=3.057, pair=15.891, adv=1.951, sprd=0.003
Ep 017/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.19it/s, loss=3.057, pair=15.891, adv=1.951, sprd=0.003
Ep 017/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:06,  6.19it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:09,  5.91it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:09,  5.91it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:05,  6.28it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   8%| | 34/444 [00:06<01:05,  6.28it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 017/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.86it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 017/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:09,  5.86it/s, loss=0.341, pair=0.919, adv=1.760, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.21it/s, loss=0.341, pair=0.919, adv=1.760, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.21it/s, loss=0.301, pair=0.669, adv=1.705, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.90it/s, loss=0.301, pair=0.669, adv=1.705, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:09,  5.90it/s, loss=1.609, pair=7.953, adv=1.731, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.24it/s, loss=1.609, pair=7.953, adv=1.731, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:05,  6.24it/s, loss=1.341, pair=6.449, adv=1.745, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:08,  5.89it/s, loss=1.341, pair=6.449, adv=1.745, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:08,  5.89it/s, loss=0.679, pair=2.637, adv=1.946, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:04,  6.25it/s, loss=0.679, pair=2.637, adv=1.946, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 40/444 [00:07<01:04,  6.25it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.78it/s, loss=0.127, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.78it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.18it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:10,  5.73it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:10,  5.73it/s, loss=2.275, pair=11.484, adv=1.829, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:05,  6.12it/s, loss=2.275, pair=11.484, adv=1.829, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:05,  6.12it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:08,  5.79it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:08,  5.79it/s, loss=0.440, pair=1.513, adv=1.722, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:04,  6.17it/s, loss=0.440, pair=1.513, adv=1.722, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  10%| | 46/444 [00:08<01:04,  6.17it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:10,  5.66it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:10,  5.66it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:05,  6.05it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:05,  6.05it/s, loss=0.393, pair=1.075, adv=2.021, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:08,  5.79it/s, loss=0.393, pair=1.075, adv=2.021, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:08,  5.79it/s, loss=0.174, pair=0.000, adv=1.757, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.17it/s, loss=0.174, pair=0.000, adv=1.757, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.17it/s, loss=0.315, pair=0.731, adv=1.876, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.81it/s, loss=0.315, pair=0.731, adv=1.876, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.81it/s, loss=1.874, pair=9.195, adv=1.814, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:03,  6.15it/s, loss=1.874, pair=9.195, adv=1.814, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  12%| | 52/444 [00:09<01:03,  6.15it/s, loss=0.793, pair=2.918, adv=1.776, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:06,  5.88it/s, loss=0.793, pair=2.918, adv=1.776, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:06,  5.88it/s, loss=3.105, pair=16.203, adv=1.798, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:02,  6.23it/s, loss=3.105, pair=16.203, adv=1.798, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:02,  6.23it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:05,  5.92it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:05,  5.92it/s, loss=0.880, pair=3.887, adv=1.787, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.25it/s, loss=0.880, pair=3.887, adv=1.787, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.25it/s, loss=3.512, pair=18.484, adv=1.812, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:06,  5.79it/s, loss=3.512, pair=18.484, adv=1.812, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:06,  5.79it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:02,  6.18it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:10<01:02,  6.18it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:08,  5.64it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:08,  5.64it/s, loss=3.557, pair=18.641, adv=1.837, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:03,  6.07it/s, loss=3.557, pair=18.641, adv=1.837, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:03,  6.07it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:09,  5.55it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:09,  5.55it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:03,  5.99it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:03,  5.99it/s, loss=0.946, pair=4.184, adv=1.892, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:08,  5.60it/s, loss=0.946, pair=4.184, adv=1.892, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:08,  5.60it/s, loss=0.224, pair=0.325, adv=1.707, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:03,  5.99it/s, loss=0.224, pair=0.325, adv=1.707, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:11<01:03,  5.99it/s, loss=0.589, pair=2.199, adv=1.853, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:06,  5.71it/s, loss=0.589, pair=2.199, adv=1.853, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:06,  5.71it/s, loss=0.336, pair=0.919, adv=1.801, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:01,  6.11it/s, loss=0.336, pair=0.919, adv=1.801, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:01,  6.11it/s, loss=1.463, pair=6.605, adv=1.920, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.75it/s, loss=1.463, pair=6.605, adv=1.920, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.75it/s, loss=1.282, pair=6.137, adv=1.740, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.13it/s, loss=1.282, pair=6.137, adv=1.740, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.13it/s, loss=0.331, pair=0.927, adv=1.611, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.79it/s, loss=0.331, pair=0.927, adv=1.611, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:04,  5.79it/s, loss=7.873, pair=42.625, adv=1.977, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.17it/s, loss=7.873, pair=42.625, adv=1.977, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:12<01:00,  6.17it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:04,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:04,  5.78it/s, loss=1.193, pair=5.508, adv=2.060, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.16it/s, loss=1.193, pair=5.508, adv=2.060, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:00,  6.16it/s, loss=2.604, pair=13.219, adv=1.846, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.79it/s, loss=2.604, pair=13.219, adv=1.846, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.79it/s, loss=2.268, pair=11.461, adv=1.967, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.16it/s, loss=2.268, pair=11.461, adv=1.967, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.16it/s, loss=0.375, pair=1.043, adv=1.822, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.84it/s, loss=0.375, pair=1.043, adv=1.822, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:03,  5.84it/s, loss=0.266, pair=0.466, adv=1.765, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.20it/s, loss=0.266, pair=0.466, adv=1.765, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:13<00:59,  6.20it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:04,  5.68it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:04,  5.68it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<01:00,  6.10it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<01:00,  6.10it/s, loss=3.345, pair=17.609, adv=1.678, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.80it/s, loss=3.345, pair=17.609, adv=1.678, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.80it/s, loss=3.893, pair=20.594, adv=1.926, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:59,  6.17it/s, loss=3.893, pair=20.594, adv=1.926, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:59,  6.17it/s, loss=3.743, pair=19.328, adv=1.823, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.77it/s, loss=3.743, pair=19.328, adv=1.823, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.77it/s, loss=0.497, pair=1.716, adv=1.781, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.14it/s, loss=0.497, pair=1.716, adv=1.781, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:14<00:58,  6.14it/s, loss=1.402, pair=6.762, adv=1.833, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:02,  5.79it/s, loss=1.402, pair=6.762, adv=1.833, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:02,  5.79it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.18it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.18it/s, loss=0.690, pair=2.824, adv=1.824, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:01,  5.88it/s, loss=0.690, pair=2.824, adv=1.824, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:01,  5.88it/s, loss=2.837, pair=14.672, adv=1.921, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.25it/s, loss=2.837, pair=14.672, adv=1.921, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.25it/s, loss=3.637, pair=19.109, adv=2.011, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.76it/s, loss=3.637, pair=19.109, adv=2.011, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.76it/s, loss=3.081, pair=16.141, adv=1.690, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:57,  6.15it/s, loss=3.081, pair=16.141, adv=1.690, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:15<00:57,  6.15it/s, loss=2.334, pair=11.922, adv=1.730, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.79it/s, loss=2.334, pair=11.922, adv=1.730, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.79it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.20it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.20it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.73it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:01,  5.73it/s, loss=2.343, pair=12.016, adv=1.787, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.12it/s, loss=2.343, pair=12.016, adv=1.787, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:57,  6.12it/s, loss=3.351, pair=17.547, adv=1.987, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:00,  5.77it/s, loss=3.351, pair=17.547, adv=1.987, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:00,  5.77it/s, loss=2.993, pair=15.578, adv=1.854, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:57,  6.14it/s, loss=2.993, pair=15.578, adv=1.854, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:57,  6.14it/s, loss=3.725, pair=14.781, adv=2.019, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:00,  5.76it/s, loss=3.725, pair=14.781, adv=2.019, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:00,  5.76it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.11it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:56,  6.11it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.79it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.005]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.79it/s, loss=1.064, pair=4.883, adv=1.946, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.17it/s, loss=1.064, pair=4.883, adv=1.946, sprd=0.004]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.17it/s, loss=3.580, pair=18.750, adv=1.961, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:58,  5.86it/s, loss=3.580, pair=18.750, adv=1.961, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:58,  5.86it/s, loss=3.027, pair=15.742, adv=1.924, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:55,  6.20it/s, loss=3.027, pair=15.742, adv=1.924, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:55,  6.20it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=0.378, pair=1.013, adv=1.853, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.24it/s, loss=0.378, pair=1.013, adv=1.853, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.24it/s, loss=3.200, pair=16.781, adv=1.829, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.84it/s, loss=3.200, pair=16.781, adv=1.829, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.84it/s, loss=0.188, pair=0.059, adv=1.781, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.19it/s, loss=0.188, pair=0.059, adv=1.781, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.19it/s, loss=3.323, pair=17.469, adv=1.788, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:58,  5.79it/s, loss=3.323, pair=17.469, adv=1.788, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:58,  5.79it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.16it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:54,  6.16it/s, loss=2.020, pair=9.750, adv=1.832, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.84it/s, loss=2.020, pair=9.750, adv=1.832, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.84it/s, loss=2.374, pair=12.234, adv=1.840, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.20it/s, loss=2.374, pair=12.234, adv=1.840, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.20it/s, loss=0.738, pair=3.074, adv=1.952, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:57,  5.82it/s, loss=0.738, pair=3.074, adv=1.952, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:57,  5.82it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:53,  6.20it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:53,  6.20it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.86it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.86it/s, loss=0.533, pair=2.012, adv=1.777, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:53,  6.21it/s, loss=0.533, pair=2.012, adv=1.777, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:53,  6.21it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.84it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.84it/s, loss=1.397, pair=6.777, adv=1.788, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=1.397, pair=6.777, adv=1.788, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.22it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:56,  5.78it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:56,  5.78it/s, loss=3.987, pair=21.094, adv=1.917, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.16it/s, loss=3.987, pair=21.094, adv=1.917, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.16it/s, loss=0.882, pair=3.898, adv=1.665, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:54,  5.97it/s, loss=0.882, pair=3.898, adv=1.665, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:54,  5.97it/s, loss=3.622, pair=19.078, adv=1.901, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:51,  6.31it/s, loss=3.622, pair=19.078, adv=1.901, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:51,  6.31it/s, loss=3.026, pair=15.828, adv=1.797, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:54,  5.98it/s, loss=3.026, pair=15.828, adv=1.797, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:54,  5.98it/s, loss=0.730, pair=3.074, adv=1.849, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:51,  6.30it/s, loss=0.730, pair=3.074, adv=1.849, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:51,  6.30it/s, loss=3.875, pair=20.484, adv=1.770, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:54,  5.93it/s, loss=3.875, pair=20.484, adv=1.770, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:54,  5.93it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.29it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.29it/s, loss=1.161, pair=5.441, adv=1.854, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.79it/s, loss=1.161, pair=5.441, adv=1.854, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.79it/s, loss=4.040, pair=21.469, adv=1.775, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:51,  6.16it/s, loss=4.040, pair=21.469, adv=1.775, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:51,  6.16it/s, loss=0.311, pair=0.763, adv=1.860, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.71it/s, loss=0.311, pair=0.763, adv=1.860, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.71it/s, loss=0.245, pair=0.387, adv=1.822, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:52,  6.10it/s, loss=0.245, pair=0.387, adv=1.822, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:52,  6.10it/s, loss=1.364, pair=6.562, adv=1.873, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:55,  5.76it/s, loss=1.364, pair=6.562, adv=1.873, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:55,  5.76it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.15it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.15it/s, loss=1.320, pair=6.293, adv=1.932, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.81it/s, loss=1.320, pair=6.293, adv=1.932, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.81it/s, loss=0.241, pair=0.325, adv=1.909, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:50,  6.17it/s, loss=0.241, pair=0.325, adv=1.909, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:50,  6.17it/s, loss=0.957, pair=4.301, adv=1.879, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:55,  5.65it/s, loss=0.957, pair=4.301, adv=1.879, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:55,  5.65it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:51,  6.06it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:51,  6.06it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.83it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:53,  5.83it/s, loss=0.915, pair=4.105, adv=1.778, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.19it/s, loss=0.915, pair=4.105, adv=1.778, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.19it/s, loss=3.354, pair=17.625, adv=1.715, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.70it/s, loss=3.354, pair=17.625, adv=1.715, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.70it/s, loss=2.805, pair=14.609, adv=1.736, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:50,  6.08it/s, loss=2.805, pair=14.609, adv=1.736, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:50,  6.08it/s, loss=1.889, pair=9.469, adv=1.810, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.86it/s, loss=1.889, pair=9.469, adv=1.810, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.86it/s, loss=0.320, pair=0.372, adv=1.889, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.22it/s, loss=0.320, pair=0.372, adv=1.889, sprd=0.005
Ep 017/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.22it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:51,  5.91it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:51,  5.91it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.27it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:48,  6.27it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:50,  5.97it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:50,  5.97it/s, loss=0.791, pair=3.449, adv=1.645, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:47,  6.32it/s, loss=0.791, pair=3.449, adv=1.645, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:47,  6.32it/s, loss=0.410, pair=1.318, adv=1.790, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:50,  5.95it/s, loss=0.410, pair=1.318, adv=1.790, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:50,  5.95it/s, loss=0.439, pair=1.513, adv=1.610, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:47,  6.30it/s, loss=0.439, pair=1.513, adv=1.610, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:47,  6.30it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.87it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.87it/s, loss=0.203, pair=0.106, adv=1.933, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.22it/s, loss=0.203, pair=0.106, adv=1.933, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:47,  6.22it/s, loss=1.500, pair=7.332, adv=1.696, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:51,  5.72it/s, loss=1.500, pair=7.332, adv=1.696, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:51,  5.72it/s, loss=0.209, pair=0.137, adv=1.875, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:48,  6.12it/s, loss=0.209, pair=0.137, adv=1.875, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:48,  6.12it/s, loss=0.912, pair=4.102, adv=1.769, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.83it/s, loss=0.912, pair=4.102, adv=1.769, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.83it/s, loss=0.474, pair=1.544, adv=1.983, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=0.474, pair=1.544, adv=1.983, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=0.399, pair=1.200, adv=1.786, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.83it/s, loss=0.399, pair=1.200, adv=1.786, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.83it/s, loss=4.732, pair=25.359, adv=1.690, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:47,  6.21it/s, loss=4.732, pair=25.359, adv=1.690, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:47,  6.21it/s, loss=0.639, pair=2.496, adv=1.843, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.91it/s, loss=0.639, pair=2.496, adv=1.843, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.91it/s, loss=3.288, pair=17.328, adv=1.739, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:46,  6.25it/s, loss=3.288, pair=17.328, adv=1.739, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:46,  6.25it/s, loss=1.674, pair=8.211, adv=1.755, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.79it/s, loss=1.674, pair=8.211, adv=1.755, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.79it/s, loss=1.262, pair=5.906, adv=2.030, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.16it/s, loss=1.262, pair=5.906, adv=2.030, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.16it/s, loss=0.395, pair=0.872, adv=1.909, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.87it/s, loss=0.395, pair=0.872, adv=1.909, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.87it/s, loss=1.408, pair=6.828, adv=1.780, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:46,  6.22it/s, loss=1.408, pair=6.828, adv=1.780, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:46,  6.22it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:49,  5.76it/s, loss=0.171, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:49,  5.76it/s, loss=1.826, pair=9.094, adv=1.864, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:46,  6.16it/s, loss=1.826, pair=9.094, adv=1.864, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:46,  6.16it/s, loss=2.365, pair=12.070, adv=1.952, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.83it/s, loss=2.365, pair=12.070, adv=1.952, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.83it/s, loss=0.216, pair=0.247, adv=1.788, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.21it/s, loss=0.216, pair=0.247, adv=1.788, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.21it/s, loss=0.237, pair=0.356, adv=1.744, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:48,  5.81it/s, loss=0.237, pair=0.356, adv=1.744, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:48,  5.81it/s, loss=4.770, pair=25.484, adv=1.903, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:45,  6.20it/s, loss=4.770, pair=25.484, adv=1.903, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:45,  6.20it/s, loss=0.245, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:48,  5.80it/s, loss=0.245, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:48,  5.80it/s, loss=1.214, pair=5.773, adv=1.777, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:45,  6.16it/s, loss=1.214, pair=5.773, adv=1.777, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:45,  6.16it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:48,  5.74it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:48,  5.74it/s, loss=1.350, pair=6.508, adv=1.782, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:45,  6.12it/s, loss=1.350, pair=6.508, adv=1.782, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:45,  6.12it/s, loss=0.207, pair=0.137, adv=1.850, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:48,  5.69it/s, loss=0.207, pair=0.137, adv=1.850, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:48,  5.69it/s, loss=1.896, pair=9.477, adv=1.895, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:45,  6.07it/s, loss=1.896, pair=9.477, adv=1.895, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:45,  6.07it/s, loss=0.899, pair=4.043, adv=1.658, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.73it/s, loss=0.899, pair=4.043, adv=1.658, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:47,  5.73it/s, loss=2.207, pair=11.328, adv=1.778, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:44,  6.09it/s, loss=2.207, pair=11.328, adv=1.778, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:44,  6.09it/s, loss=3.851, pair=20.359, adv=1.791, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:47,  5.75it/s, loss=3.851, pair=20.359, adv=1.791, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:47,  5.75it/s, loss=1.136, pair=5.230, adv=1.814, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.15it/s, loss=1.136, pair=5.230, adv=1.814, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.15it/s, loss=0.310, pair=0.575, adv=2.021, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:47,  5.67it/s, loss=0.310, pair=0.575, adv=2.021, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:47,  5.67it/s, loss=1.815, pair=9.000, adv=1.905, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:44,  6.06it/s, loss=1.815, pair=9.000, adv=1.905, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:44,  6.06it/s, loss=0.713, pair=2.387, adv=1.879, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:46,  5.76it/s, loss=0.713, pair=2.387, adv=1.879, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:46,  5.76it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:43,  6.16it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:43,  6.16it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:45,  5.83it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:45,  5.83it/s, loss=4.575, pair=24.422, adv=1.803, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.21it/s, loss=4.575, pair=24.422, adv=1.803, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.21it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:45,  5.79it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:45,  5.79it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.18it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:42,  6.18it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:45,  5.77it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:45,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:42,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:42,  6.18it/s, loss=3.045, pair=15.859, adv=1.844, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:45,  5.65it/s, loss=3.045, pair=15.859, adv=1.844, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:45,  5.65it/s, loss=1.072, pair=4.961, adv=1.877, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:42,  6.03it/s, loss=1.072, pair=4.961, adv=1.877, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:42,  6.03it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.77it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.77it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.16it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.16it/s, loss=0.956, pair=4.309, adv=1.823, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:44,  5.79it/s, loss=0.956, pair=4.309, adv=1.823, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:44,  5.79it/s, loss=1.216, pair=5.758, adv=1.797, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:41,  6.17it/s, loss=1.216, pair=5.758, adv=1.797, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:41,  6.17it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:43,  5.79it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:43,  5.79it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.19it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.19it/s, loss=0.492, pair=1.700, adv=1.891, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.78it/s, loss=0.492, pair=1.700, adv=1.891, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.78it/s, loss=2.601, pair=13.555, adv=1.719, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.16it/s, loss=2.601, pair=13.555, adv=1.719, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.16it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:43,  5.72it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:43,  5.72it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:40,  6.12it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:40,  6.12it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.80it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.80it/s, loss=1.754, pair=8.781, adv=1.853, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.17it/s, loss=1.754, pair=8.781, adv=1.853, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.17it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:42,  5.73it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:42,  5.73it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.14it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.14it/s, loss=1.011, pair=4.703, adv=1.655, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:42,  5.72it/s, loss=1.011, pair=4.703, adv=1.655, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:42,  5.72it/s, loss=1.221, pair=5.809, adv=1.806, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:39,  6.10it/s, loss=1.221, pair=5.809, adv=1.806, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:39,  6.10it/s, loss=1.031, pair=4.773, adv=1.751, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.80it/s, loss=1.031, pair=4.773, adv=1.751, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.80it/s, loss=1.077, pair=4.984, adv=1.962, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.16it/s, loss=1.077, pair=4.984, adv=1.962, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.16it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:41,  5.81it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:41,  5.81it/s, loss=0.822, pair=3.652, adv=1.695, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.17it/s, loss=0.822, pair=3.652, adv=1.695, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.17it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:41,  5.70it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:41,  5.70it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:38,  6.10it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:38,  6.10it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.81it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.81it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.18it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.18it/s, loss=1.140, pair=4.449, adv=1.810, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:39,  5.87it/s, loss=1.140, pair=4.449, adv=1.810, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:39,  5.87it/s, loss=2.473, pair=12.734, adv=1.862, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.24it/s, loss=2.473, pair=12.734, adv=1.862, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.24it/s, loss=1.483, pair=7.242, adv=1.766, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.89it/s, loss=1.483, pair=7.242, adv=1.766, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:39,  5.89it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:36,  6.25it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:36,  6.25it/s, loss=0.317, pair=0.200, adv=1.906, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:38,  5.93it/s, loss=0.317, pair=0.200, adv=1.906, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:38,  5.93it/s, loss=5.016, pair=26.984, adv=1.685, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.28it/s, loss=5.016, pair=26.984, adv=1.685, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.28it/s, loss=1.488, pair=7.262, adv=1.839, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.85it/s, loss=1.488, pair=7.262, adv=1.839, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.85it/s, loss=2.253, pair=11.523, adv=1.866, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.23it/s, loss=2.253, pair=11.523, adv=1.866, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.23it/s, loss=4.386, pair=23.406, adv=1.792, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.82it/s, loss=4.386, pair=23.406, adv=1.792, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.82it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.19it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:36,  6.19it/s, loss=0.247, pair=0.200, adv=1.922, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:39,  5.62it/s, loss=0.247, pair=0.200, adv=1.922, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:39,  5.62it/s, loss=0.603, pair=2.352, adv=1.783, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.03it/s, loss=0.603, pair=2.352, adv=1.783, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.03it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.86it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.86it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.24it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.24it/s, loss=0.292, pair=0.319, adv=1.742, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.87it/s, loss=0.292, pair=0.319, adv=1.742, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.87it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:34,  6.25it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:34,  6.25it/s, loss=2.050, pair=10.453, adv=1.623, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:39,  5.54it/s, loss=2.050, pair=10.453, adv=1.623, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:39,  5.54it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:36,  5.97it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:36,  5.97it/s, loss=0.913, pair=4.105, adv=1.806, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.75it/s, loss=0.913, pair=4.105, adv=1.806, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.75it/s, loss=0.218, pair=0.247, adv=1.683, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.14it/s, loss=0.218, pair=0.247, adv=1.683, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.14it/s, loss=3.224, pair=16.984, adv=1.582, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.82it/s, loss=3.224, pair=16.984, adv=1.582, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:36,  5.82it/s, loss=0.278, pair=0.638, adv=1.582, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.19it/s, loss=0.278, pair=0.638, adv=1.582, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:34,  6.19it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.83it/s, loss=0.193, pair=0.137, adv=1.727, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.18it/s, loss=0.193, pair=0.137, adv=1.727, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.18it/s, loss=1.683, pair=8.359, adv=1.884, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:36,  5.77it/s, loss=1.683, pair=8.359, adv=1.884, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:36,  5.77it/s, loss=0.472, pair=1.685, adv=1.655, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.16it/s, loss=0.472, pair=1.685, adv=1.655, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.16it/s, loss=0.751, pair=3.059, adv=1.701, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.77it/s, loss=0.751, pair=3.059, adv=1.701, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:35,  5.77it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:33,  6.17it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.17it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:34,  5.93it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:34,  5.93it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.30it/s, loss=0.072, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.30it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.87it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.87it/s, loss=2.667, pair=13.891, adv=1.772, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.24it/s, loss=2.667, pair=13.891, adv=1.772, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.24it/s, loss=0.323, pair=0.825, adv=1.662, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.91it/s, loss=0.323, pair=0.825, adv=1.662, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.91it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:31,  6.27it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:31,  6.27it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:33,  5.94it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:33,  5.94it/s, loss=0.990, pair=4.465, adv=1.901, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:31,  6.27it/s, loss=0.990, pair=4.465, adv=1.901, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:31,  6.27it/s, loss=3.128, pair=16.453, adv=1.567, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.85it/s, loss=3.128, pair=16.453, adv=1.567, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.85it/s, loss=0.324, pair=0.825, adv=1.798, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.22it/s, loss=0.324, pair=0.825, adv=1.798, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.22it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.74it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.74it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.15it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.15it/s, loss=0.375, pair=1.200, adv=1.578, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:34,  5.63it/s, loss=0.375, pair=1.200, adv=1.578, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:34,  5.63it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.07it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.07it/s, loss=0.168, pair=0.012, adv=1.687, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.87it/s, loss=0.168, pair=0.012, adv=1.687, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.87it/s, loss=3.214, pair=16.922, adv=1.786, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.25it/s, loss=3.214, pair=16.922, adv=1.786, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.25it/s, loss=0.362, pair=0.475, adv=1.936, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.88it/s, loss=0.362, pair=0.475, adv=1.936, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.88it/s, loss=2.157, pair=11.031, adv=1.802, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.24it/s, loss=2.157, pair=11.031, adv=1.802, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:30,  6.24it/s, loss=2.646, pair=13.641, adv=1.962, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:32,  5.72it/s, loss=2.646, pair=13.641, adv=1.962, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:32,  5.72it/s, loss=0.603, pair=2.418, adv=1.691, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:30,  6.12it/s, loss=0.603, pair=2.418, adv=1.691, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:30,  6.12it/s, loss=2.709, pair=13.609, adv=1.820, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.81it/s, loss=2.709, pair=13.609, adv=1.820, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.81it/s, loss=1.939, pair=9.766, adv=1.825, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.18it/s, loss=1.939, pair=9.766, adv=1.825, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.18it/s, loss=1.880, pair=9.453, adv=1.789, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.80it/s, loss=1.880, pair=9.453, adv=1.789, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.80it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.20it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.20it/s, loss=5.031, pair=27.047, adv=1.676, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.86it/s, loss=5.031, pair=27.047, adv=1.676, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.86it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.26it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.26it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.89it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.89it/s, loss=3.641, pair=19.234, adv=1.842, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.26it/s, loss=3.641, pair=19.234, adv=1.842, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.26it/s, loss=0.472, pair=1.669, adv=1.803, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:29,  5.96it/s, loss=0.472, pair=1.669, adv=1.803, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:29,  5.96it/s, loss=5.807, pair=31.359, adv=1.730, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:27,  6.31it/s, loss=5.807, pair=31.359, adv=1.730, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:27,  6.31it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:30,  5.73it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:30,  5.73it/s, loss=1.147, pair=5.418, adv=1.829, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.13it/s, loss=1.147, pair=5.418, adv=1.829, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.13it/s, loss=0.918, pair=4.137, adv=1.741, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.69it/s, loss=0.918, pair=4.137, adv=1.741, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.69it/s, loss=0.180, pair=0.012, adv=1.721, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.11it/s, loss=0.180, pair=0.012, adv=1.721, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.11it/s, loss=1.608, pair=7.922, adv=1.769, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.74it/s, loss=1.608, pair=7.922, adv=1.769, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.74it/s, loss=1.285, pair=6.156, adv=1.823, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.13it/s, loss=1.285, pair=6.156, adv=1.823, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:27,  6.13it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.969, pair=4.387, adv=1.878, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.16it/s, loss=0.969, pair=4.387, adv=1.878, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.16it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.89it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.89it/s, loss=0.214, pair=0.184, adv=1.832, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.24it/s, loss=0.214, pair=0.184, adv=1.832, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.24it/s, loss=4.025, pair=21.406, adv=1.716, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:27,  5.90it/s, loss=4.025, pair=21.406, adv=1.716, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:27,  5.90it/s, loss=0.445, pair=1.419, adv=1.831, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.27it/s, loss=0.445, pair=1.419, adv=1.831, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:26,  6.27it/s, loss=0.615, pair=2.262, adv=1.713, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:27,  5.95it/s, loss=0.615, pair=2.262, adv=1.713, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:27,  5.95it/s, loss=1.330, pair=6.430, adv=1.807, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:25,  6.27it/s, loss=1.330, pair=6.430, adv=1.807, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:25,  6.27it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.96it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.96it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.33it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.33it/s, loss=0.347, pair=0.888, adv=1.882, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:26,  5.92it/s, loss=0.347, pair=0.888, adv=1.882, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:26,  5.92it/s, loss=0.214, pair=0.262, adv=1.755, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:25,  6.27it/s, loss=0.214, pair=0.262, adv=1.755, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:25,  6.27it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.81it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.81it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.22it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.22it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:27,  5.63it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:27,  5.63it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.04it/s, loss=0.068, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.04it/s, loss=0.834, pair=3.418, adv=1.664, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:27,  5.54it/s, loss=0.834, pair=3.418, adv=1.664, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:27,  5.54it/s, loss=2.900, pair=15.125, adv=1.685, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:25,  5.97it/s, loss=2.900, pair=15.125, adv=1.685, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:25,  5.97it/s, loss=8.383, pair=45.625, adv=1.682, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:26,  5.69it/s, loss=8.383, pair=45.625, adv=1.682, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:26,  5.69it/s, loss=0.279, pair=0.599, adv=1.768, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.10it/s, loss=0.279, pair=0.599, adv=1.768, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.10it/s, loss=2.844, pair=14.852, adv=1.731, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.85it/s, loss=2.844, pair=14.852, adv=1.731, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:25,  5.85it/s, loss=0.817, pair=3.621, adv=1.677, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.23it/s, loss=0.817, pair=3.621, adv=1.677, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.23it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.78it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.78it/s, loss=2.286, pair=11.703, adv=1.862, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.15it/s, loss=2.286, pair=11.703, adv=1.862, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.15it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.80it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.80it/s, loss=5.432, pair=29.234, adv=1.794, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.18it/s, loss=5.432, pair=29.234, adv=1.794, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.18it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:25,  5.62it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:25,  5.62it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:23,  6.03it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:23,  6.03it/s, loss=0.657, pair=2.699, adv=1.827, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.66it/s, loss=0.657, pair=2.699, adv=1.827, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.66it/s, loss=0.865, pair=3.809, adv=1.949, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:23,  6.05it/s, loss=0.865, pair=3.809, adv=1.949, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:23,  6.05it/s, loss=7.527, pair=40.750, adv=1.762, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:24,  5.71it/s, loss=7.527, pair=40.750, adv=1.762, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:24,  5.71it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.11it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.11it/s, loss=0.489, pair=1.138, adv=1.823, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.83it/s, loss=0.489, pair=1.138, adv=1.823, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.83it/s, loss=0.831, pair=3.230, adv=1.814, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.20it/s, loss=0.831, pair=3.230, adv=1.814, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:21,  6.20it/s, loss=0.180, pair=0.000, adv=1.762, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.81it/s, loss=0.180, pair=0.000, adv=1.762, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:23,  5.81it/s, loss=0.556, pair=2.137, adv=1.682, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:21,  6.18it/s, loss=0.556, pair=2.137, adv=1.682, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:21,  6.18it/s, loss=3.542, pair=18.672, adv=1.819, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.71it/s, loss=3.542, pair=18.672, adv=1.819, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.71it/s, loss=0.141, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.12it/s, loss=0.141, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.12it/s, loss=0.823, pair=3.543, adv=1.861, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.90it/s, loss=0.823, pair=3.543, adv=1.861, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.90it/s, loss=0.402, pair=1.184, adv=1.752, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.24it/s, loss=0.402, pair=1.184, adv=1.752, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:20,  6.24it/s, loss=0.413, pair=1.216, adv=1.842, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.80it/s, loss=0.413, pair=1.216, adv=1.842, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.80it/s, loss=1.727, pair=8.562, adv=1.741, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.19it/s, loss=1.727, pair=8.562, adv=1.741, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.19it/s, loss=0.269, pair=0.387, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.94it/s, loss=0.269, pair=0.387, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.94it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:19,  6.31it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:19,  6.31it/s, loss=2.254, pair=11.375, adv=1.843, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.83it/s, loss=2.254, pair=11.375, adv=1.843, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.83it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.22it/s, loss=0.678, pair=2.762, adv=1.740, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:20,  5.89it/s, loss=0.678, pair=2.762, adv=1.740, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:20,  5.89it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.27it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.27it/s, loss=4.161, pair=21.859, adv=1.768, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.83it/s, loss=4.161, pair=21.859, adv=1.768, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.83it/s, loss=0.214, pair=0.153, adv=1.800, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.20it/s, loss=0.214, pair=0.153, adv=1.800, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.20it/s, loss=5.864, pair=31.516, adv=1.750, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.80it/s, loss=5.864, pair=31.516, adv=1.750, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.80it/s, loss=0.883, pair=3.934, adv=1.803, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.16it/s, loss=0.883, pair=3.934, adv=1.803, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.16it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.67it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.67it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:19,  6.09it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:19,  6.09it/s, loss=2.499, pair=12.891, adv=1.746, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.81it/s, loss=2.499, pair=12.891, adv=1.746, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.81it/s, loss=0.802, pair=3.527, adv=1.679, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.19it/s, loss=0.802, pair=3.527, adv=1.679, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.19it/s, loss=0.485, pair=1.723, adv=1.730, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:18,  6.00it/s, loss=0.485, pair=1.723, adv=1.730, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:18,  6.00it/s, loss=7.691, pair=41.750, adv=1.714, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.35it/s, loss=7.691, pair=41.750, adv=1.714, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:17,  6.35it/s, loss=2.505, pair=12.930, adv=1.904, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:18,  6.01it/s, loss=2.505, pair=12.930, adv=1.904, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:18,  6.01it/s, loss=0.897, pair=4.035, adv=1.801, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:17,  6.35it/s, loss=0.897, pair=4.035, adv=1.801, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.35it/s, loss=0.662, pair=2.646, adv=1.960, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.94it/s, loss=0.662, pair=2.646, adv=1.960, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.94it/s, loss=0.564, pair=2.168, adv=1.725, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.30it/s, loss=0.564, pair=2.168, adv=1.725, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.30it/s, loss=1.636, pair=7.543, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:17,  6.00it/s, loss=1.636, pair=7.543, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:17,  6.00it/s, loss=0.937, pair=2.988, adv=1.720, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:16,  6.33it/s, loss=0.937, pair=2.988, adv=1.720, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:16,  6.33it/s, loss=0.333, pair=0.325, adv=1.829, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.89it/s, loss=0.333, pair=0.325, adv=1.829, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:17,  5.89it/s, loss=0.394, pair=1.185, adv=1.792, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.22it/s, loss=0.394, pair=1.185, adv=1.792, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.22it/s, loss=2.870, pair=14.953, adv=1.826, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.78it/s, loss=2.870, pair=14.953, adv=1.826, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.78it/s, loss=1.442, pair=7.055, adv=1.867, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.13it/s, loss=1.442, pair=7.055, adv=1.867, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.13it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.78it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.78it/s, loss=0.717, pair=2.992, adv=1.701, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.16it/s, loss=0.717, pair=2.992, adv=1.701, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.16it/s, loss=0.204, pair=0.000, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.91it/s, loss=0.204, pair=0.000, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:16,  5.91it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.28it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:15,  6.28it/s, loss=0.348, pair=0.896, adv=1.769, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.92it/s, loss=0.348, pair=0.896, adv=1.769, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.92it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.28it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.28it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.85it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.85it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.22it/s, loss=0.071, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.22it/s, loss=2.637, pair=13.180, adv=1.767, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.57it/s, loss=2.637, pair=13.180, adv=1.767, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.57it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:15,  5.98it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:15,  5.98it/s, loss=1.489, pair=7.191, adv=1.854, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:16,  5.63it/s, loss=1.489, pair=7.191, adv=1.854, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:16,  5.63it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.03it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.03it/s, loss=5.367, pair=28.312, adv=1.832, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.80it/s, loss=5.367, pair=28.312, adv=1.832, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.80it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.20it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.82it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.82it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.19it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.19it/s, loss=0.312, pair=0.700, adv=1.834, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.86it/s, loss=0.312, pair=0.700, adv=1.834, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.86it/s, loss=0.164, pair=0.000, adv=1.735, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.23it/s, loss=0.164, pair=0.000, adv=1.735, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.23it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.76it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.76it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.15it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.15it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.72it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.72it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:13,  6.14it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:13,  6.14it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.79it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.79it/s, loss=1.188, pair=5.691, adv=1.760, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.18it/s, loss=1.188, pair=5.691, adv=1.760, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.18it/s, loss=2.118, pair=10.828, adv=1.649, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.87it/s, loss=2.118, pair=10.828, adv=1.649, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.87it/s, loss=2.978, pair=15.547, adv=1.775, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.22it/s, loss=2.978, pair=15.547, adv=1.775, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.22it/s, loss=6.083, pair=32.812, adv=1.906, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.95it/s, loss=6.083, pair=32.812, adv=1.906, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.95it/s, loss=0.265, pair=0.481, adv=1.782, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.29it/s, loss=0.265, pair=0.481, adv=1.782, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:11,  6.29it/s, loss=2.846, pair=14.359, adv=1.749, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.83it/s, loss=2.846, pair=14.359, adv=1.749, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.83it/s, loss=4.965, pair=26.625, adv=1.701, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.19it/s, loss=4.965, pair=26.625, adv=1.701, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.19it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.51it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.51it/s, loss=0.243, pair=0.075, adv=1.930, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  5.95it/s, loss=0.243, pair=0.075, adv=1.930, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  5.95it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:12,  5.69it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:12,  5.69it/s, loss=2.389, pair=12.297, adv=1.765, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:11,  6.10it/s, loss=2.389, pair=12.297, adv=1.765, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:11,  6.10it/s, loss=3.797, pair=20.141, adv=1.682, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.67it/s, loss=3.797, pair=20.141, adv=1.682, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.67it/s, loss=1.291, pair=6.242, adv=1.779, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.04it/s, loss=1.291, pair=6.242, adv=1.779, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.04it/s, loss=6.194, pair=32.812, adv=2.024, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.76it/s, loss=6.194, pair=32.812, adv=2.024, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.76it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.16it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.16it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.91it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.91it/s, loss=0.187, pair=0.106, adv=1.761, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:09,  6.27it/s, loss=0.187, pair=0.106, adv=1.761, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:09,  6.27it/s, loss=1.010, pair=4.121, adv=1.859, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.89it/s, loss=1.010, pair=4.121, adv=1.859, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.89it/s, loss=1.635, pair=8.164, adv=1.647, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.22it/s, loss=1.635, pair=8.164, adv=1.647, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.22it/s, loss=1.976, pair=10.016, adv=1.774, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.68it/s, loss=1.976, pair=10.016, adv=1.774, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.68it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.10it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.10it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.78it/s, loss=0.069, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.78it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:09,  6.18it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:09,  6.18it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.76it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.76it/s, loss=0.917, pair=4.137, adv=1.816, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.14it/s, loss=0.917, pair=4.137, adv=1.816, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.14it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.61it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.61it/s, loss=0.418, pair=1.355, adv=1.783, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.04it/s, loss=0.418, pair=1.355, adv=1.783, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.04it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.84it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:06<00:08,  5.84it/s, loss=6.564, pair=35.469, adv=1.764, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.22it/s, loss=6.564, pair=35.469, adv=1.764, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.22it/s, loss=3.455, pair=18.297, adv=1.621, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.94it/s, loss=3.455, pair=18.297, adv=1.621, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.94it/s, loss=0.275, pair=0.622, adv=1.558, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.30it/s, loss=0.275, pair=0.622, adv=1.558, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.30it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.99it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.99it/s, loss=0.314, pair=0.638, adv=1.857, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.33it/s, loss=0.314, pair=0.638, adv=1.857, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.33it/s, loss=0.599, pair=2.293, adv=1.838, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  6.05it/s, loss=0.599, pair=2.293, adv=1.838, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  6.05it/s, loss=3.757, pair=19.953, adv=1.628, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:06,  6.38it/s, loss=3.757, pair=19.953, adv=1.628, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:06,  6.38it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  6.06it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  6.06it/s, loss=0.169, pair=0.000, adv=1.731, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.39it/s, loss=0.169, pair=0.000, adv=1.731, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.39it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:06,  5.98it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:06,  5.98it/s, loss=1.266, pair=6.059, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.34it/s, loss=1.266, pair=6.059, adv=1.904, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.34it/s, loss=1.462, pair=6.648, adv=1.819, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.87it/s, loss=1.462, pair=6.648, adv=1.819, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.87it/s, loss=1.325, pair=6.391, adv=1.786, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.24it/s, loss=1.325, pair=6.391, adv=1.786, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.24it/s, loss=1.603, pair=7.918, adv=1.877, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.83it/s, loss=1.603, pair=7.918, adv=1.877, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.83it/s, loss=1.349, pair=6.605, adv=1.607, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.21it/s, loss=1.349, pair=6.605, adv=1.607, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.21it/s, loss=2.054, pair=10.344, adv=1.792, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.86it/s, loss=2.054, pair=10.344, adv=1.792, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.86it/s, loss=0.804, pair=3.402, adv=1.793, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.22it/s, loss=0.804, pair=3.402, adv=1.793, sprd=0.004
Ep 017/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.22it/s, loss=0.306, pair=0.606, adv=1.925, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.91it/s, loss=0.306, pair=0.606, adv=1.925, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.91it/s, loss=0.272, pair=0.419, adv=1.878, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.28it/s, loss=0.272, pair=0.419, adv=1.878, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.28it/s, loss=0.388, pair=1.123, adv=1.877, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.91it/s, loss=0.388, pair=1.123, adv=1.877, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.91it/s, loss=3.189, pair=16.734, adv=1.662, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.28it/s, loss=3.189, pair=16.734, adv=1.662, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.28it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.88it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.88it/s, loss=1.334, pair=6.418, adv=1.763, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.25it/s, loss=1.334, pair=6.418, adv=1.763, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.25it/s, loss=0.972, pair=4.348, adv=1.799, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.88it/s, loss=0.972, pair=4.348, adv=1.799, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.88it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.26it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.26it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.93it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.93it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.31it/s, loss=0.073, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.31it/s, loss=0.966, pair=4.340, adv=1.922, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  6.01it/s, loss=0.966, pair=4.340, adv=1.922, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  6.01it/s, loss=1.454, pair=7.105, adv=1.734, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.34it/s, loss=1.454, pair=7.105, adv=1.734, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.34it/s, loss=3.508, pair=18.516, adv=1.720, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.94it/s, loss=3.508, pair=18.516, adv=1.720, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.94it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.32it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.32it/s, loss=4.076, pair=21.484, adv=1.953, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.87it/s, loss=4.076, pair=21.484, adv=1.953, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.87it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.26it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 017/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.26it/s, loss=0.218, pair=0.231, adv=1.731, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.74it/s, loss=0.218, pair=0.231, adv=1.731, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.74it/s, loss=4.061, pair=21.609, adv=1.700, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.13it/s, loss=4.061, pair=21.609, adv=1.700, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.13it/s, loss=0.476, pair=1.638, adv=1.818, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.76it/s, loss=0.476, pair=1.638, adv=1.818, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.76it/s, loss=4.025, pair=21.266, adv=1.939, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.16it/s, loss=4.025, pair=21.266, adv=1.939, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.16it/s, loss=0.793, pair=3.324, adv=1.870, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.74it/s, loss=0.793, pair=3.324, adv=1.870, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.74it/s, loss=0.324, pair=0.841, adv=1.717, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.13it/s, loss=0.324, pair=0.841, adv=1.717, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.13it/s, loss=2.044, pair=10.203, adv=1.990, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.87it/s, loss=2.044, pair=10.203, adv=1.990, sprd=0.00
Ep 017/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.87it/s, loss=0.491, pair=1.731, adv=1.759, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.23it/s, loss=0.491, pair=1.731, adv=1.759, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.23it/s, loss=0.306, pair=0.521, adv=1.685, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  6.05it/s, loss=0.306, pair=0.521, adv=1.685, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  6.05it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.40it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.40it/s, loss=0.283, pair=0.544, adv=1.811, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  6.02it/s, loss=0.283, pair=0.544, adv=1.811, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  6.02it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.38it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.38it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.96it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.96it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.34it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.34it/s, loss=0.210, pair=0.122, adv=1.693, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  6.00it/s, loss=0.210, pair=0.122, adv=1.693, sprd=0.003
Ep 017/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  6.00it/s, loss=0.396, pair=1.200, adv=1.729, sprd=0.003
Ep 017/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.34it/s, loss=0.396, pair=1.200, adv=1.729, sprd=0.003
Ep 017/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.34it/s, loss=1.802, pair=9.016, adv=1.911, sprd=0.003
Ep 017/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.81it/s, loss=1.802, pair=9.016, adv=1.911, sprd=0.003
Ep 017/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.81it/s, loss=2.295, pair=11.797, adv=1.783, sprd=0.00
Ep 017/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.20it/s, loss=2.295, pair=11.797, adv=1.783, sprd=0.00
                                                                                                              
Epoch 017/60 [S1→S2:ramp]  loss=1.1985  mat=0.1880  sens=6.1273  pair=5.7642  adv=1.2101(rand=3.37)  deg=0.0164  orth=0.0112  spread=0.0030  q_mean=51.9  q_std=20.2  α=0.22 β=0.18 γ=0.76 λ_grl=0.600  lr=8.43e-05  74s

Ep 018/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 018/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:43,  2.70it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:43,  2.70it/s, loss=1.825, pair=7.805, adv=1.723, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:42,  4.30it/s, loss=1.825, pair=7.805, adv=1.723, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:42,  4.30it/s, loss=4.580, pair=20.828, adv=1.911, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:36,  4.58it/s, loss=4.580, pair=20.828, adv=1.911, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:36,  4.58it/s, loss=0.606, pair=1.950, adv=1.839, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:21,  5.37it/s, loss=0.606, pair=1.950, adv=1.839, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%|  | 4/444 [00:01<01:21,  5.37it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:21,  5.38it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:21,  5.38it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:14,  5.91it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:14,  5.91it/s, loss=2.234, pair=9.664, adv=1.829, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:16,  5.73it/s, loss=2.234, pair=9.664, adv=1.829, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:16,  5.73it/s, loss=1.177, pair=4.734, adv=1.603, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:10,  6.16it/s, loss=1.177, pair=4.734, adv=1.603, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:10,  6.16it/s, loss=0.340, pair=0.700, adv=1.870, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.76it/s, loss=0.340, pair=0.700, adv=1.870, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.76it/s, loss=2.188, pair=9.508, adv=1.769, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.16it/s, loss=2.188, pair=9.508, adv=1.769, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   2%| | 10/444 [00:02<01:10,  6.16it/s, loss=0.649, pair=2.162, adv=1.728, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:14,  5.80it/s, loss=0.649, pair=2.162, adv=1.728, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:14,  5.80it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:09,  6.21it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:09,  6.21it/s, loss=0.602, pair=0.810, adv=1.922, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.80it/s, loss=0.602, pair=0.810, adv=1.922, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:14,  5.80it/s, loss=1.432, pair=5.930, adv=1.699, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:09,  6.20it/s, loss=1.432, pair=5.930, adv=1.699, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:09,  6.20it/s, loss=0.231, pair=0.184, adv=1.656, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.87it/s, loss=0.231, pair=0.184, adv=1.656, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.87it/s, loss=0.256, pair=0.341, adv=1.652, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:08,  6.23it/s, loss=0.256, pair=0.341, adv=1.652, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   4%| | 16/444 [00:03<01:08,  6.23it/s, loss=0.309, pair=0.528, adv=1.836, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:14,  5.76it/s, loss=0.309, pair=0.528, adv=1.836, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:14,  5.76it/s, loss=2.657, pair=11.734, adv=1.766, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:09,  6.15it/s, loss=2.657, pair=11.734, adv=1.766, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:09,  6.15it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 018/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:13,  5.80it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 018/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:13,  5.80it/s, loss=4.471, pair=20.359, adv=1.757, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.18it/s, loss=4.471, pair=20.359, adv=1.757, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:08,  6.18it/s, loss=0.520, pair=1.591, adv=1.593, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:14,  5.69it/s, loss=0.520, pair=1.591, adv=1.593, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:14,  5.69it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:09,  6.06it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   5%| | 22/444 [00:04<01:09,  6.06it/s, loss=2.006, pair=8.438, adv=1.855, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:13,  5.72it/s, loss=2.006, pair=8.438, adv=1.855, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:13,  5.72it/s, loss=0.446, pair=1.215, adv=1.818, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:08,  6.09it/s, loss=0.446, pair=1.215, adv=1.818, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:08,  6.09it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:12,  5.79it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:12,  5.79it/s, loss=0.793, pair=2.799, adv=2.006, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.17it/s, loss=0.793, pair=2.799, adv=2.006, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:07,  6.17it/s, loss=0.223, pair=0.106, adv=1.890, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:10,  5.89it/s, loss=0.223, pair=0.106, adv=1.890, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:10,  5.89it/s, loss=0.246, pair=0.247, adv=1.831, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:06,  6.26it/s, loss=0.246, pair=0.247, adv=1.831, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   6%| | 28/444 [00:05<01:06,  6.26it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:12,  5.75it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:12,  5.75it/s, loss=2.045, pair=8.789, adv=1.746, sprd=0.005]
Ep 018/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:07,  6.14it/s, loss=2.045, pair=8.789, adv=1.746, sprd=0.005]
Ep 018/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:07,  6.14it/s, loss=0.211, pair=0.075, adv=1.812, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.69it/s, loss=0.211, pair=0.075, adv=1.812, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.69it/s, loss=1.332, pair=5.418, adv=1.849, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=1.332, pair=5.418, adv=1.849, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.07it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.79it/s, loss=0.187, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.79it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:06,  6.19it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   8%| | 34/444 [00:06<01:06,  6.19it/s, loss=0.259, pair=0.231, adv=1.880, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:11,  5.73it/s, loss=0.259, pair=0.231, adv=1.880, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:11,  5.73it/s, loss=6.276, pair=28.938, adv=1.893, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:06,  6.11it/s, loss=6.276, pair=28.938, adv=1.893, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:06,  6.11it/s, loss=2.058, pair=8.656, adv=2.160, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:11,  5.66it/s, loss=2.058, pair=8.656, adv=2.160, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:11,  5.66it/s, loss=4.054, pair=18.359, adv=1.848, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.06it/s, loss=4.054, pair=18.359, adv=1.848, sprd=0.003
Ep 018/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.06it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:09,  5.79it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:09,  5.79it/s, loss=0.738, pair=2.492, adv=1.966, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:05,  6.15it/s, loss=0.738, pair=2.492, adv=1.966, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:   9%| | 40/444 [00:07<01:05,  6.15it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.84it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.84it/s, loss=3.416, pair=15.359, adv=1.782, sprd=0.002
Ep 018/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:04,  6.21it/s, loss=3.416, pair=15.359, adv=1.782, sprd=0.002
Ep 018/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:04,  6.21it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:07,  5.90it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:07,  5.90it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:03,  6.27it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:03,  6.27it/s, loss=1.853, pair=7.418, adv=1.870, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:08,  5.86it/s, loss=1.853, pair=7.418, adv=1.870, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:08,  5.86it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:03,  6.23it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  10%| | 46/444 [00:08<01:03,  6.23it/s, loss=5.072, pair=23.172, adv=1.906, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:07,  5.87it/s, loss=5.072, pair=23.172, adv=1.906, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:07,  5.87it/s, loss=5.222, pair=23.906, adv=1.846, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:03,  6.23it/s, loss=5.222, pair=23.906, adv=1.846, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:03,  6.23it/s, loss=0.410, pair=0.966, adv=1.894, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:07,  5.86it/s, loss=0.410, pair=0.966, adv=1.894, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:07,  5.86it/s, loss=0.765, pair=2.637, adv=1.859, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.22it/s, loss=0.765, pair=2.637, adv=1.859, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.22it/s, loss=0.573, pair=1.778, adv=1.725, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:06,  5.92it/s, loss=0.573, pair=1.778, adv=1.725, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:06,  5.92it/s, loss=0.525, pair=1.544, adv=1.649, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:02,  6.28it/s, loss=0.525, pair=1.544, adv=1.649, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  12%| | 52/444 [00:09<01:02,  6.28it/s, loss=4.139, pair=18.547, adv=1.789, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:05,  5.94it/s, loss=4.139, pair=18.547, adv=1.789, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:05,  5.94it/s, loss=0.939, pair=3.527, adv=1.848, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:02,  6.27it/s, loss=0.939, pair=3.527, adv=1.848, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:02,  6.27it/s, loss=2.651, pair=11.547, adv=1.987, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:05,  5.98it/s, loss=2.651, pair=11.547, adv=1.987, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:05,  5.98it/s, loss=0.938, pair=3.480, adv=1.798, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:01,  6.32it/s, loss=0.938, pair=3.480, adv=1.798, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:01,  6.32it/s, loss=0.281, pair=0.356, adv=1.740, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:05,  5.86it/s, loss=0.281, pair=0.356, adv=1.740, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:05,  5.86it/s, loss=0.436, pair=1.161, adv=1.676, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:01,  6.23it/s, loss=0.436, pair=1.161, adv=1.676, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:10<01:01,  6.23it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.88it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.88it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.25it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.25it/s, loss=2.051, pair=8.797, adv=1.898, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:05,  5.85it/s, loss=2.051, pair=8.797, adv=1.898, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:05,  5.85it/s, loss=2.087, pair=8.922, adv=1.911, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.22it/s, loss=2.087, pair=8.922, adv=1.911, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.22it/s, loss=1.644, pair=6.922, adv=1.709, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.90it/s, loss=1.644, pair=6.922, adv=1.709, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.90it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:00,  6.27it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:11<01:00,  6.27it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:04,  5.87it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:04,  5.87it/s, loss=1.309, pair=5.309, adv=1.778, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:00,  6.23it/s, loss=1.309, pair=5.309, adv=1.778, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:00,  6.23it/s, loss=0.907, pair=3.355, adv=1.920, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.74it/s, loss=0.907, pair=3.355, adv=1.920, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.74it/s, loss=3.069, pair=13.719, adv=1.657, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.10it/s, loss=3.069, pair=13.719, adv=1.657, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:01,  6.10it/s, loss=0.903, pair=3.387, adv=1.761, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.70it/s, loss=0.903, pair=3.387, adv=1.761, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.70it/s, loss=1.632, pair=6.910, adv=1.695, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:01,  6.08it/s, loss=1.632, pair=6.910, adv=1.695, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:12<01:01,  6.08it/s, loss=0.251, pair=0.137, adv=1.876, sprd=0.005]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:07,  5.56it/s, loss=0.251, pair=0.137, adv=1.876, sprd=0.005]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:07,  5.56it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:02,  5.98it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<01:02,  5.98it/s, loss=6.027, pair=27.812, adv=1.757, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.71it/s, loss=6.027, pair=27.812, adv=1.757, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:04,  5.71it/s, loss=2.236, pair=9.688, adv=1.923, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.10it/s, loss=2.236, pair=9.688, adv=1.923, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<01:00,  6.10it/s, loss=2.054, pair=8.773, adv=1.924, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:02,  5.88it/s, loss=2.054, pair=8.773, adv=1.924, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:02,  5.88it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:58,  6.26it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:13<00:58,  6.26it/s, loss=0.824, pair=2.934, adv=1.858, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:03,  5.75it/s, loss=0.824, pair=2.934, adv=1.858, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:03,  5.75it/s, loss=1.463, pair=6.027, adv=1.822, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:59,  6.15it/s, loss=1.463, pair=6.027, adv=1.822, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:59,  6.15it/s, loss=0.267, pair=0.387, adv=1.618, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:03,  5.78it/s, loss=0.267, pair=0.387, adv=1.618, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:03,  5.78it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.19it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.19it/s, loss=0.565, pair=1.278, adv=1.738, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:01,  5.92it/s, loss=0.565, pair=1.278, adv=1.738, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:01,  5.92it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:57,  6.28it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:14<00:57,  6.28it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:01,  5.85it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:01,  5.85it/s, loss=4.690, pair=21.453, adv=1.718, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.20it/s, loss=4.690, pair=21.453, adv=1.718, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:58,  6.20it/s, loss=0.827, pair=2.918, adv=2.029, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.90it/s, loss=0.827, pair=2.918, adv=2.029, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.90it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.26it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.26it/s, loss=0.472, pair=1.052, adv=1.903, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:03,  5.66it/s, loss=0.472, pair=1.052, adv=1.903, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:03,  5.66it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:58,  6.08it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:15<00:58,  6.08it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:02,  5.72it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:02,  5.72it/s, loss=7.812, pair=36.219, adv=1.950, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:58,  6.10it/s, loss=7.812, pair=36.219, adv=1.950, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:58,  6.10it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:00,  5.80it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:00,  5.80it/s, loss=0.941, pair=3.441, adv=2.013, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:56,  6.19it/s, loss=0.941, pair=3.441, adv=2.013, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:56,  6.19it/s, loss=0.343, pair=0.685, adv=1.809, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:03,  5.55it/s, loss=0.343, pair=0.685, adv=1.809, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:03,  5.55it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:58,  5.99it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:58,  5.99it/s, loss=3.200, pair=14.328, adv=1.834, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.66it/s, loss=3.200, pair=14.328, adv=1.834, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:01,  5.66it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:57,  6.08it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:57,  6.08it/s, loss=1.656, pair=6.922, adv=1.908, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.79it/s, loss=1.656, pair=6.922, adv=1.908, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:59,  5.79it/s, loss=0.787, pair=2.809, adv=1.848, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.14it/s, loss=0.787, pair=2.809, adv=1.848, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:56,  6.14it/s, loss=0.256, pair=0.075, adv=1.823, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:59,  5.82it/s, loss=0.256, pair=0.075, adv=1.823, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<00:59,  5.82it/s, loss=1.498, pair=6.168, adv=1.991, sprd=0.003]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:55,  6.19it/s, loss=1.498, pair=6.168, adv=1.991, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:55,  6.19it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:58,  5.89it/s, loss=1.988, pair=8.469, adv=2.048, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.26it/s, loss=1.988, pair=8.469, adv=2.048, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:54,  6.26it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.84it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:58,  5.84it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:54,  6.22it/s, loss=1.774, pair=7.492, adv=1.803, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.88it/s, loss=1.774, pair=7.492, adv=1.803, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:57,  5.88it/s, loss=0.564, pair=1.799, adv=1.692, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.24it/s, loss=0.564, pair=1.799, adv=1.692, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:54,  6.24it/s, loss=0.371, pair=0.763, adv=1.893, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.88it/s, loss=0.371, pair=0.763, adv=1.893, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.88it/s, loss=2.543, pair=11.172, adv=1.877, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:53,  6.25it/s, loss=2.543, pair=11.172, adv=1.877, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:53,  6.25it/s, loss=1.680, pair=7.012, adv=1.835, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:56,  5.88it/s, loss=1.680, pair=7.012, adv=1.835, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:56,  5.88it/s, loss=0.411, pair=1.075, adv=1.770, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:53,  6.25it/s, loss=0.411, pair=1.075, adv=1.770, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:53,  6.25it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.91it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.91it/s, loss=3.717, pair=16.719, adv=1.941, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:52,  6.27it/s, loss=3.717, pair=16.719, adv=1.941, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:52,  6.27it/s, loss=1.530, pair=6.344, adv=1.841, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.85it/s, loss=1.530, pair=6.344, adv=1.841, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:56,  5.85it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:52,  6.25it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:52,  6.25it/s, loss=4.084, pair=18.484, adv=1.915, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:58,  5.59it/s, loss=4.084, pair=18.484, adv=1.915, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:58,  5.59it/s, loss=1.326, pair=5.230, adv=1.686, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:54,  6.02it/s, loss=1.326, pair=5.230, adv=1.686, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:54,  6.02it/s, loss=0.324, pair=0.544, adv=2.067, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:56,  5.78it/s, loss=0.324, pair=0.544, adv=2.067, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:56,  5.78it/s, loss=3.551, pair=15.922, adv=2.059, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:52,  6.16it/s, loss=3.551, pair=15.922, adv=2.059, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:52,  6.16it/s, loss=4.443, pair=20.203, adv=1.901, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.83it/s, loss=4.443, pair=20.203, adv=1.901, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.83it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.21it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.21it/s, loss=0.251, pair=0.262, adv=1.812, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:54,  5.94it/s, loss=0.251, pair=0.262, adv=1.812, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:54,  5.94it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.31it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.31it/s, loss=0.511, pair=1.450, adv=1.829, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:53,  5.96it/s, loss=0.511, pair=1.450, adv=1.829, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:53,  5.96it/s, loss=5.403, pair=24.828, adv=1.692, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:50,  6.31it/s, loss=5.403, pair=24.828, adv=1.692, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:50,  6.31it/s, loss=2.924, pair=12.898, adv=1.983, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.71it/s, loss=2.924, pair=12.898, adv=1.983, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:55,  5.71it/s, loss=1.064, pair=4.105, adv=1.781, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:52,  6.11it/s, loss=1.064, pair=4.105, adv=1.781, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:52,  6.11it/s, loss=1.292, pair=5.012, adv=1.825, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:56,  5.63it/s, loss=1.292, pair=5.012, adv=1.825, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:56,  5.63it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:52,  6.02it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:52,  6.02it/s, loss=3.416, pair=15.297, adv=1.962, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.73it/s, loss=3.416, pair=15.297, adv=1.962, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:54,  5.73it/s, loss=0.646, pair=2.105, adv=1.970, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:51,  6.11it/s, loss=0.646, pair=2.105, adv=1.970, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:51,  6.11it/s, loss=0.542, pair=1.622, adv=1.776, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.79it/s, loss=0.542, pair=1.622, adv=1.776, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:54,  5.79it/s, loss=3.189, pair=14.266, adv=1.691, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.17it/s, loss=3.189, pair=14.266, adv=1.691, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.17it/s, loss=3.441, pair=15.445, adv=1.788, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:54,  5.73it/s, loss=3.441, pair=15.445, adv=1.788, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:54,  5.73it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.11it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.11it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.65it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:54,  5.65it/s, loss=0.315, pair=0.513, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:50,  6.04it/s, loss=0.315, pair=0.513, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:50,  6.04it/s, loss=0.390, pair=0.919, adv=1.876, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.80it/s, loss=0.390, pair=0.919, adv=1.876, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.80it/s, loss=0.295, pair=0.387, adv=1.883, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.15it/s, loss=0.295, pair=0.387, adv=1.883, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.15it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.78it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.78it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.19it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.19it/s, loss=2.214, pair=9.641, adv=1.725, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:53,  5.65it/s, loss=2.214, pair=9.641, adv=1.725, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:53,  5.65it/s, loss=0.402, pair=0.950, adv=1.776, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:49,  6.06it/s, loss=0.402, pair=0.950, adv=1.776, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:49,  6.06it/s, loss=2.683, pair=11.797, adv=1.831, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.87it/s, loss=2.683, pair=11.797, adv=1.831, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.87it/s, loss=0.343, pair=0.606, adv=1.913, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.22it/s, loss=0.343, pair=0.606, adv=1.913, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.22it/s, loss=0.469, pair=1.263, adv=1.788, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:51,  5.79it/s, loss=0.469, pair=1.263, adv=1.788, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:51,  5.79it/s, loss=0.312, pair=0.481, adv=1.957, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:48,  6.18it/s, loss=0.312, pair=0.481, adv=1.957, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:48,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:51,  5.77it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:51,  5.77it/s, loss=0.484, pair=1.325, adv=1.838, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:48,  6.16it/s, loss=0.484, pair=1.325, adv=1.838, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:48,  6.16it/s, loss=1.872, pair=7.574, adv=1.769, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.78it/s, loss=1.872, pair=7.574, adv=1.769, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.78it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.17it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.17it/s, loss=4.854, pair=22.156, adv=1.745, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.86it/s, loss=4.854, pair=22.156, adv=1.745, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.86it/s, loss=1.674, pair=7.078, adv=1.794, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.22it/s, loss=1.674, pair=7.078, adv=1.794, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:46,  6.22it/s, loss=2.977, pair=13.188, adv=1.691, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:50,  5.73it/s, loss=2.977, pair=13.188, adv=1.691, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:50,  5.73it/s, loss=4.465, pair=20.297, adv=1.818, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:47,  6.13it/s, loss=4.465, pair=20.297, adv=1.818, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:47,  6.13it/s, loss=0.575, pair=1.794, adv=1.820, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.85it/s, loss=0.575, pair=1.794, adv=1.820, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.85it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.25it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.25it/s, loss=2.721, pair=12.078, adv=1.673, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.89it/s, loss=2.721, pair=12.078, adv=1.673, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.89it/s, loss=1.439, pair=5.969, adv=1.636, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.23it/s, loss=1.439, pair=5.969, adv=1.636, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.23it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.92it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:48,  5.92it/s, loss=5.533, pair=25.453, adv=1.806, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:45,  6.26it/s, loss=5.533, pair=25.453, adv=1.806, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:45,  6.26it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.88it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.88it/s, loss=0.631, pair=2.051, adv=1.789, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.26it/s, loss=0.631, pair=2.051, adv=1.789, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.26it/s, loss=0.600, pair=1.566, adv=1.677, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:47,  5.94it/s, loss=0.600, pair=1.566, adv=1.677, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:47,  5.94it/s, loss=2.256, pair=9.766, adv=1.920, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.28it/s, loss=2.256, pair=9.766, adv=1.920, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.28it/s, loss=6.861, pair=31.703, adv=1.820, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.88it/s, loss=6.861, pair=31.703, adv=1.820, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.88it/s, loss=0.547, pair=1.700, adv=1.751, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.24it/s, loss=0.547, pair=1.700, adv=1.751, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:44,  6.24it/s, loss=4.133, pair=18.750, adv=1.816, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:47,  5.86it/s, loss=4.133, pair=18.750, adv=1.816, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:47,  5.86it/s, loss=0.926, pair=3.496, adv=1.716, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.23it/s, loss=0.926, pair=3.496, adv=1.716, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.23it/s, loss=2.758, pair=11.984, adv=1.979, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:45,  6.02it/s, loss=2.758, pair=11.984, adv=1.979, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:45,  6.02it/s, loss=0.317, pair=0.497, adv=1.867, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.33it/s, loss=0.317, pair=0.497, adv=1.867, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.33it/s, loss=3.628, pair=16.297, adv=1.612, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.87it/s, loss=3.628, pair=16.297, adv=1.612, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.87it/s, loss=4.370, pair=19.703, adv=1.879, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:43,  6.24it/s, loss=4.370, pair=19.703, adv=1.879, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:43,  6.24it/s, loss=3.331, pair=14.906, adv=1.632, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:47,  5.75it/s, loss=3.331, pair=14.906, adv=1.632, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:47,  5.75it/s, loss=4.497, pair=20.391, adv=1.819, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.14it/s, loss=4.497, pair=20.391, adv=1.819, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.14it/s, loss=4.785, pair=21.734, adv=1.799, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.86it/s, loss=4.785, pair=21.734, adv=1.799, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:45,  5.86it/s, loss=2.465, pair=10.766, adv=1.593, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:43,  6.23it/s, loss=2.465, pair=10.766, adv=1.593, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:43,  6.23it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.83it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.83it/s, loss=2.574, pair=11.266, adv=1.817, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.21it/s, loss=2.574, pair=11.266, adv=1.817, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:42,  6.21it/s, loss=2.041, pair=8.328, adv=1.850, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:44,  5.92it/s, loss=2.041, pair=8.328, adv=1.850, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:44,  5.92it/s, loss=0.448, pair=1.153, adv=1.813, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:41,  6.29it/s, loss=0.448, pair=1.153, adv=1.813, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:41,  6.29it/s, loss=0.280, pair=0.325, adv=1.822, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:44,  5.87it/s, loss=0.280, pair=0.325, adv=1.822, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:44,  5.87it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:41,  6.25it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:41,  6.25it/s, loss=4.442, pair=20.172, adv=1.792, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.90it/s, loss=4.442, pair=20.172, adv=1.792, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:44,  5.90it/s, loss=0.243, pair=0.169, adv=1.860, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:41,  6.27it/s, loss=0.243, pair=0.169, adv=1.860, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:41,  6.27it/s, loss=0.790, pair=2.793, adv=1.765, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:43,  6.00it/s, loss=0.790, pair=2.793, adv=1.765, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:43,  6.00it/s, loss=3.701, pair=16.641, adv=1.857, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:40,  6.35it/s, loss=3.701, pair=16.641, adv=1.857, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:40,  6.35it/s, loss=1.545, pair=6.441, adv=1.637, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.82it/s, loss=1.545, pair=6.441, adv=1.637, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:44,  5.82it/s, loss=0.302, pair=0.419, adv=1.825, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.21it/s, loss=0.302, pair=0.419, adv=1.825, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:41,  6.21it/s, loss=0.374, pair=0.553, adv=1.748, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  5.95it/s, loss=0.374, pair=0.553, adv=1.748, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  5.95it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:40,  6.32it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:40,  6.32it/s, loss=4.656, pair=21.047, adv=1.958, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.95it/s, loss=4.656, pair=21.047, adv=1.958, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.95it/s, loss=4.850, pair=22.109, adv=1.761, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:39,  6.30it/s, loss=4.850, pair=22.109, adv=1.761, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:39,  6.30it/s, loss=3.267, pair=14.500, adv=1.824, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.79it/s, loss=3.267, pair=14.500, adv=1.824, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:43,  5.79it/s, loss=1.450, pair=5.852, adv=1.933, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.18it/s, loss=1.450, pair=5.852, adv=1.933, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:40,  6.18it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.84it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:42,  5.84it/s, loss=1.325, pair=5.324, adv=1.842, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:39,  6.22it/s, loss=1.325, pair=5.324, adv=1.842, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:39,  6.22it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.86it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.86it/s, loss=1.400, pair=5.637, adv=1.976, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.23it/s, loss=1.400, pair=5.637, adv=1.976, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.23it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:41,  5.84it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:41,  5.84it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.24it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:39,  6.24it/s, loss=2.275, pair=9.891, adv=1.775, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:40,  6.00it/s, loss=2.275, pair=9.891, adv=1.775, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:40,  6.00it/s, loss=4.258, pair=19.266, adv=1.902, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:38,  6.34it/s, loss=4.258, pair=19.266, adv=1.902, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:38,  6.34it/s, loss=5.514, pair=24.891, adv=1.821, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:40,  5.98it/s, loss=5.514, pair=24.891, adv=1.821, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:40,  5.98it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:37,  6.33it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:37,  6.33it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.93it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.93it/s, loss=4.708, pair=21.516, adv=1.780, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.26it/s, loss=4.708, pair=21.516, adv=1.780, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:38,  6.26it/s, loss=0.738, pair=2.543, adv=1.860, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.91it/s, loss=0.738, pair=2.543, adv=1.860, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.91it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:37,  6.26it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:37,  6.26it/s, loss=0.194, pair=0.000, adv=1.713, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:34<00:40,  5.87it/s, loss=0.194, pair=0.000, adv=1.713, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.87it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.26it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:37,  6.26it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:39,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:39,  5.86it/s, loss=1.046, pair=4.066, adv=1.737, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.24it/s, loss=1.046, pair=4.066, adv=1.737, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:37,  6.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:38,  5.98it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:38,  5.98it/s, loss=2.254, pair=9.719, adv=1.897, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:36,  6.33it/s, loss=2.254, pair=9.719, adv=1.897, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:36,  6.33it/s, loss=3.613, pair=16.266, adv=1.780, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:35<00:38,  5.89it/s, loss=3.613, pair=16.266, adv=1.780, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:38,  5.89it/s, loss=3.574, pair=16.172, adv=1.565, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.24it/s, loss=3.574, pair=16.172, adv=1.565, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.24it/s, loss=5.801, pair=26.609, adv=1.926, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.92it/s, loss=5.801, pair=26.609, adv=1.926, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.92it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.28it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.28it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.81it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.81it/s, loss=0.224, pair=0.000, adv=1.729, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.18it/s, loss=0.224, pair=0.000, adv=1.729, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:36<00:38,  5.85it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:38,  5.85it/s, loss=1.822, pair=7.594, adv=2.181, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.22it/s, loss=1.822, pair=7.594, adv=2.181, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.22it/s, loss=1.481, pair=6.074, adv=1.887, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.90it/s, loss=1.481, pair=6.074, adv=1.887, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.90it/s, loss=0.213, pair=0.084, adv=1.815, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.26it/s, loss=0.213, pair=0.084, adv=1.815, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.26it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.83it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:37,  5.83it/s, loss=7.139, pair=33.062, adv=1.793, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:35,  6.20it/s, loss=7.139, pair=33.062, adv=1.793, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:35,  6.20it/s, loss=1.111, pair=2.762, adv=1.880, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:37<00:37,  5.78it/s, loss=1.111, pair=2.762, adv=1.880, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:37,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:35,  6.16it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:35,  6.16it/s, loss=0.541, pair=1.654, adv=1.817, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.81it/s, loss=0.541, pair=1.654, adv=1.817, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:37,  5.81it/s, loss=0.230, pair=0.137, adv=1.910, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.18it/s, loss=0.230, pair=0.137, adv=1.910, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:34,  6.18it/s, loss=0.319, pair=0.575, adv=1.802, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:37,  5.66it/s, loss=0.319, pair=0.575, adv=1.802, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:37,  5.66it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.08it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.08it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:38<00:36,  5.75it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.75it/s, loss=2.011, pair=8.641, adv=1.808, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:34,  6.12it/s, loss=2.011, pair=8.641, adv=1.808, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:34,  6.12it/s, loss=0.497, pair=1.397, adv=1.915, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:37,  5.61it/s, loss=0.497, pair=1.397, adv=1.915, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:37,  5.61it/s, loss=0.864, pair=3.127, adv=2.055, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:34,  6.02it/s, loss=0.864, pair=3.127, adv=2.055, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:34,  6.02it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:37,  5.49it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:37,  5.49it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:34,  5.95it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:34,  5.95it/s, loss=1.753, pair=7.012, adv=1.768, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.73it/s, loss=1.753, pair=7.012, adv=1.768, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:35,  5.73it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.13it/s, loss=1.365, pair=5.492, adv=1.995, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:36,  5.64it/s, loss=1.365, pair=5.492, adv=1.995, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:36,  5.64it/s, loss=5.180, pair=23.734, adv=1.898, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:33,  6.05it/s, loss=5.180, pair=23.734, adv=1.898, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:33,  6.05it/s, loss=1.023, pair=3.818, adv=1.982, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.75it/s, loss=1.023, pair=3.818, adv=1.982, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.75it/s, loss=0.340, pair=0.638, adv=1.848, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.14it/s, loss=0.340, pair=0.638, adv=1.848, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.14it/s, loss=1.180, pair=4.582, adv=1.898, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.79it/s, loss=1.180, pair=4.582, adv=1.898, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.79it/s, loss=7.294, pair=33.781, adv=1.835, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.18it/s, loss=7.294, pair=33.781, adv=1.835, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.18it/s, loss=3.894, pair=17.453, adv=1.801, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.90it/s, loss=3.894, pair=17.453, adv=1.801, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.90it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.24it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.24it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.79it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:33,  5.79it/s, loss=3.696, pair=16.625, adv=1.962, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.17it/s, loss=3.696, pair=16.625, adv=1.962, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.17it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:34,  5.64it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:34,  5.64it/s, loss=3.782, pair=17.078, adv=1.781, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.04it/s, loss=3.782, pair=17.078, adv=1.781, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.04it/s, loss=2.535, pair=11.141, adv=1.846, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:33,  5.78it/s, loss=2.535, pair=11.141, adv=1.846, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:33,  5.78it/s, loss=0.483, pair=1.388, adv=1.754, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.17it/s, loss=0.483, pair=1.388, adv=1.754, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.17it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.75it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.75it/s, loss=1.594, pair=6.668, adv=1.772, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.14it/s, loss=1.594, pair=6.668, adv=1.772, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:30,  6.14it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:31,  5.89it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:31,  5.89it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.26it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.26it/s, loss=0.124, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.81it/s, loss=0.124, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.81it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.19it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:29,  6.19it/s, loss=0.342, pair=0.669, adv=1.979, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.81it/s, loss=0.342, pair=0.669, adv=1.979, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.81it/s, loss=2.253, pair=9.812, adv=1.744, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.16it/s, loss=2.253, pair=9.812, adv=1.744, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.16it/s, loss=2.567, pair=11.250, adv=1.798, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.90it/s, loss=2.567, pair=11.250, adv=1.798, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:30,  5.90it/s, loss=7.509, pair=34.812, adv=1.829, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.25it/s, loss=7.509, pair=34.812, adv=1.829, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:28,  6.25it/s, loss=6.785, pair=31.297, adv=1.997, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.87it/s, loss=6.785, pair=31.297, adv=1.997, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.87it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.25it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.80it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:30,  5.80it/s, loss=2.042, pair=8.734, adv=2.005, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:28,  6.18it/s, loss=2.042, pair=8.734, adv=2.005, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.18it/s, loss=0.295, pair=0.044, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:30,  5.67it/s, loss=0.295, pair=0.044, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:30,  5.67it/s, loss=0.401, pair=0.919, adv=1.959, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.08it/s, loss=0.401, pair=0.919, adv=1.959, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.08it/s, loss=2.865, pair=12.641, adv=1.897, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.75it/s, loss=2.865, pair=12.641, adv=1.897, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:30,  5.75it/s, loss=3.188, pair=14.203, adv=1.919, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.13it/s, loss=3.188, pair=14.203, adv=1.919, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:28,  6.13it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.87it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.87it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.25it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:27,  6.25it/s, loss=4.276, pair=19.391, adv=1.885, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.81it/s, loss=4.276, pair=19.391, adv=1.885, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.81it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.19it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.92it/s, loss=0.175, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.92it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.29it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.29it/s, loss=0.634, pair=2.043, adv=1.975, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:27,  5.98it/s, loss=0.634, pair=2.043, adv=1.975, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:27,  5.98it/s, loss=1.431, pair=5.824, adv=2.047, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:25,  6.33it/s, loss=1.431, pair=5.824, adv=2.047, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:25,  6.33it/s, loss=0.400, pair=0.950, adv=1.814, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.65it/s, loss=0.400, pair=0.950, adv=1.814, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.65it/s, loss=0.354, pair=0.747, adv=1.933, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.06it/s, loss=0.354, pair=0.747, adv=1.933, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.06it/s, loss=0.266, pair=0.294, adv=1.814, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.80it/s, loss=0.266, pair=0.294, adv=1.814, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.80it/s, loss=7.869, pair=36.469, adv=2.137, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.18it/s, loss=7.869, pair=36.469, adv=2.137, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.18it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:27,  5.89it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:27,  5.89it/s, loss=2.259, pair=9.734, adv=2.120, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:25,  6.25it/s, loss=2.259, pair=9.734, adv=2.120, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:25,  6.25it/s, loss=2.258, pair=9.797, adv=1.873, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.77it/s, loss=2.258, pair=9.797, adv=1.873, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:27,  5.77it/s, loss=0.212, pair=0.075, adv=1.858, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.16it/s, loss=0.212, pair=0.075, adv=1.858, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:25,  6.16it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:27,  5.65it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:27,  5.65it/s, loss=0.511, pair=1.522, adv=1.852, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.06it/s, loss=0.511, pair=1.522, adv=1.852, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:25,  6.06it/s, loss=2.437, pair=10.547, adv=1.946, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.85it/s, loss=2.437, pair=10.547, adv=1.946, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:26,  5.85it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.22it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:24,  6.22it/s, loss=4.393, pair=19.891, adv=2.084, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:25,  5.90it/s, loss=4.393, pair=19.891, adv=2.084, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:25,  5.90it/s, loss=1.681, pair=7.023, adv=1.996, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.25it/s, loss=1.681, pair=7.023, adv=1.996, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.25it/s, loss=1.016, pair=3.543, adv=1.934, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:24,  5.98it/s, loss=1.016, pair=3.543, adv=1.934, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:24,  5.98it/s, loss=0.317, pair=0.528, adv=1.894, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.32it/s, loss=0.317, pair=0.528, adv=1.894, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:23,  6.32it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.81it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.81it/s, loss=1.583, pair=6.574, adv=1.970, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.19it/s, loss=1.583, pair=6.574, adv=1.970, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.19it/s, loss=3.576, pair=15.734, adv=1.874, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:24,  5.84it/s, loss=3.576, pair=15.734, adv=1.874, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:24,  5.84it/s, loss=2.653, pair=11.711, adv=1.890, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.21it/s, loss=2.653, pair=11.711, adv=1.890, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.21it/s, loss=4.189, pair=18.969, adv=1.867, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.92it/s, loss=4.189, pair=18.969, adv=1.867, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.92it/s, loss=1.326, pair=5.371, adv=1.753, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.26it/s, loss=1.326, pair=5.371, adv=1.753, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.26it/s, loss=4.847, pair=22.109, adv=1.845, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:23,  5.91it/s, loss=4.847, pair=22.109, adv=1.845, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:23,  5.91it/s, loss=1.920, pair=8.172, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:22,  6.27it/s, loss=1.920, pair=8.172, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:22,  6.27it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:24,  5.72it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:24,  5.72it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.12it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.12it/s, loss=3.686, pair=16.562, adv=1.962, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.72it/s, loss=3.686, pair=16.562, adv=1.962, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:23,  5.72it/s, loss=3.831, pair=17.266, adv=1.954, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:22,  6.11it/s, loss=3.831, pair=17.266, adv=1.954, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:22,  6.11it/s, loss=1.101, pair=4.230, adv=2.034, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:24,  5.61it/s, loss=1.101, pair=4.230, adv=2.034, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:24,  5.61it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:22,  6.02it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:22,  6.02it/s, loss=0.285, pair=0.000, adv=1.897, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.64it/s, loss=0.285, pair=0.000, adv=1.897, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.64it/s, loss=2.090, pair=9.000, adv=1.896, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.05it/s, loss=2.090, pair=9.000, adv=1.896, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.05it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.80it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:22,  5.80it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.18it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.18it/s, loss=1.327, pair=5.355, adv=1.870, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.76it/s, loss=1.327, pair=5.355, adv=1.870, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:22,  5.76it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:20,  6.16it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.16it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.82it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.82it/s, loss=0.195, pair=0.012, adv=1.804, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.20it/s, loss=0.195, pair=0.012, adv=1.804, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.20it/s, loss=1.703, pair=7.105, adv=1.864, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.87it/s, loss=1.703, pair=7.105, adv=1.864, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:21,  5.87it/s, loss=2.101, pair=9.016, adv=1.994, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.22it/s, loss=2.101, pair=9.016, adv=1.994, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:19,  6.22it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.80it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.80it/s, loss=2.351, pair=10.234, adv=1.926, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.15it/s, loss=2.351, pair=10.234, adv=1.926, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.15it/s, loss=5.018, pair=22.922, adv=1.896, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.83it/s, loss=5.018, pair=22.922, adv=1.896, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.83it/s, loss=0.459, pair=1.200, adv=1.941, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.20it/s, loss=0.459, pair=1.200, adv=1.941, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.20it/s, loss=1.156, pair=3.730, adv=1.948, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.76it/s, loss=1.156, pair=3.730, adv=1.948, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:20,  5.76it/s, loss=3.783, pair=16.984, adv=2.070, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.10it/s, loss=3.783, pair=16.984, adv=2.070, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  6.10it/s, loss=0.244, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.76it/s, loss=0.244, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.76it/s, loss=0.801, pair=2.879, adv=1.773, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:18,  6.13it/s, loss=0.801, pair=2.879, adv=1.773, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.13it/s, loss=0.360, pair=0.638, adv=2.070, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.80it/s, loss=0.360, pair=0.638, adv=2.070, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.80it/s, loss=1.205, pair=4.676, adv=2.126, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.16it/s, loss=1.205, pair=4.676, adv=2.126, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.16it/s, loss=0.723, pair=2.426, adv=2.047, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.87it/s, loss=0.723, pair=2.426, adv=2.047, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.87it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:18,  6.22it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:18,  6.22it/s, loss=0.224, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.58it/s, loss=0.224, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.58it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:18,  6.01it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:18,  6.01it/s, loss=1.314, pair=5.234, adv=1.944, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:19,  5.73it/s, loss=1.314, pair=5.234, adv=1.944, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:19,  5.73it/s, loss=1.402, pair=5.730, adv=1.886, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.13it/s, loss=1.402, pair=5.730, adv=1.886, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.13it/s, loss=0.897, pair=2.902, adv=1.942, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.92it/s, loss=0.897, pair=2.902, adv=1.942, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.92it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:16,  6.28it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:16,  6.28it/s, loss=2.086, pair=8.984, adv=1.847, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.78it/s, loss=2.086, pair=8.984, adv=1.847, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.78it/s, loss=0.661, pair=2.137, adv=2.071, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:16,  6.17it/s, loss=0.661, pair=2.137, adv=2.071, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.17it/s, loss=0.278, pair=0.356, adv=1.864, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.90it/s, loss=0.278, pair=0.356, adv=1.864, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.90it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.28it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.28it/s, loss=1.177, pair=0.325, adv=1.824, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.85it/s, loss=1.177, pair=0.325, adv=1.824, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.85it/s, loss=4.014, pair=18.203, adv=1.750, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.20it/s, loss=4.014, pair=18.203, adv=1.750, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.20it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:17,  5.80it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:17,  5.80it/s, loss=4.159, pair=18.828, adv=1.961, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:15,  6.18it/s, loss=4.159, pair=18.828, adv=1.961, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:15,  6.18it/s, loss=3.539, pair=15.859, adv=1.951, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:17,  5.70it/s, loss=3.539, pair=15.859, adv=1.951, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:17,  5.70it/s, loss=0.834, pair=2.996, adv=1.976, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.12it/s, loss=0.834, pair=2.996, adv=1.976, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.12it/s, loss=0.242, pair=0.075, adv=1.861, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.73it/s, loss=0.242, pair=0.075, adv=1.861, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.73it/s, loss=1.040, pair=3.902, adv=2.072, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.13it/s, loss=1.040, pair=3.902, adv=2.072, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.13it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.73it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:16,  5.73it/s, loss=4.180, pair=18.891, adv=2.082, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:15,  6.11it/s, loss=4.180, pair=18.891, adv=2.082, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:15,  6.11it/s, loss=3.392, pair=15.117, adv=1.952, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.72it/s, loss=3.392, pair=15.117, adv=1.952, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.72it/s, loss=1.889, pair=8.078, adv=1.687, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.13it/s, loss=1.889, pair=8.078, adv=1.687, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.13it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.64it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.64it/s, loss=1.071, pair=4.164, adv=1.837, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.06it/s, loss=1.071, pair=4.164, adv=1.837, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.06it/s, loss=1.499, pair=5.742, adv=2.002, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.80it/s, loss=1.499, pair=5.742, adv=2.002, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.80it/s, loss=0.519, pair=1.435, adv=1.985, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.18it/s, loss=0.519, pair=1.435, adv=1.985, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.18it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.90it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.90it/s, loss=1.179, pair=4.637, adv=1.945, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.25it/s, loss=1.179, pair=4.637, adv=1.945, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.25it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.88it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:14,  5.88it/s, loss=5.020, pair=22.891, adv=2.022, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.26it/s, loss=5.020, pair=22.891, adv=2.022, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  6.26it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:13,  5.85it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:13,  5.85it/s, loss=0.479, pair=1.325, adv=1.889, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:00<00:12,  6.23it/s, loss=0.479, pair=1.325, adv=1.889, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:12,  6.23it/s, loss=1.250, pair=4.809, adv=2.329, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.88it/s, loss=1.250, pair=4.809, adv=2.329, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.88it/s, loss=1.666, pair=6.969, adv=1.794, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.25it/s, loss=1.666, pair=6.969, adv=1.794, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.25it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.90it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.90it/s, loss=1.362, pair=5.590, adv=1.845, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.27it/s, loss=1.362, pair=5.590, adv=1.845, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.27it/s, loss=1.738, pair=7.309, adv=1.901, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.90it/s, loss=1.738, pair=7.309, adv=1.901, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:12,  5.90it/s, loss=2.736, pair=12.047, adv=2.033, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:01<00:11,  6.27it/s, loss=2.736, pair=12.047, adv=2.033, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:11,  6.27it/s, loss=0.630, pair=1.591, adv=1.987, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.93it/s, loss=0.630, pair=1.591, adv=1.987, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.93it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.30it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.30it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.89it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.89it/s, loss=1.492, pair=6.137, adv=1.946, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.24it/s, loss=1.492, pair=6.137, adv=1.946, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.24it/s, loss=3.497, pair=15.266, adv=1.883, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.90it/s, loss=3.497, pair=15.266, adv=1.883, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:11,  5.90it/s, loss=0.429, pair=1.122, adv=1.825, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:02<00:10,  6.26it/s, loss=0.429, pair=1.122, adv=1.825, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:10,  6.26it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.79it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.79it/s, loss=0.736, pair=2.496, adv=1.943, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.19it/s, loss=0.736, pair=2.496, adv=1.943, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.19it/s, loss=0.677, pair=2.309, adv=1.847, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.82it/s, loss=0.677, pair=2.309, adv=1.847, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.82it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.21it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.21it/s, loss=2.413, pair=9.812, adv=1.820, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.88it/s, loss=2.413, pair=9.812, adv=1.820, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:10,  5.88it/s, loss=0.629, pair=2.074, adv=1.867, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:03<00:09,  6.25it/s, loss=0.629, pair=2.074, adv=1.867, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:09,  6.25it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.87it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.87it/s, loss=0.934, pair=3.480, adv=1.968, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.24it/s, loss=0.934, pair=3.480, adv=1.968, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.24it/s, loss=1.856, pair=7.797, adv=2.026, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:09,  5.96it/s, loss=1.856, pair=7.797, adv=2.026, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:09,  5.96it/s, loss=1.599, pair=6.641, adv=1.957, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.31it/s, loss=1.599, pair=6.641, adv=1.957, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.31it/s, loss=1.041, pair=3.873, adv=2.020, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  6.01it/s, loss=1.041, pair=3.873, adv=2.020, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  6.01it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:04<00:08,  6.37it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:08,  6.37it/s, loss=0.987, pair=3.707, adv=1.926, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  6.07it/s, loss=0.987, pair=3.707, adv=1.926, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  6.07it/s, loss=6.147, pair=28.391, adv=1.737, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.39it/s, loss=6.147, pair=28.391, adv=1.737, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.39it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:08,  5.98it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:08,  5.98it/s, loss=0.235, pair=0.190, adv=1.815, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.29it/s, loss=0.235, pair=0.190, adv=1.815, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.29it/s, loss=0.228, pair=0.137, adv=1.827, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.81it/s, loss=0.228, pair=0.137, adv=1.827, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.81it/s, loss=0.569, pair=1.772, adv=1.793, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:05<00:08,  6.17it/s, loss=0.569, pair=1.772, adv=1.793, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.17it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.76it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.76it/s, loss=0.265, pair=0.262, adv=2.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.14it/s, loss=0.265, pair=0.262, adv=2.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.14it/s, loss=0.380, pair=0.888, adv=1.720, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:08,  5.80it/s, loss=0.380, pair=0.888, adv=1.720, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:08,  5.80it/s, loss=1.421, pair=5.777, adv=1.898, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.16it/s, loss=1.421, pair=5.777, adv=1.898, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.16it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.77it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.77it/s, loss=1.636, pair=6.824, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:06<00:07,  6.14it/s, loss=1.636, pair=6.824, adv=1.903, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.14it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.72it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.72it/s, loss=1.470, pair=6.133, adv=1.674, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.12it/s, loss=1.470, pair=6.133, adv=1.674, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.12it/s, loss=1.696, pair=7.098, adv=1.852, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.80it/s, loss=1.696, pair=7.098, adv=1.852, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:07,  5.80it/s, loss=0.926, pair=3.496, adv=1.781, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.19it/s, loss=0.926, pair=3.496, adv=1.781, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.19it/s, loss=2.318, pair=10.141, adv=1.842, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.74it/s, loss=2.318, pair=10.141, adv=1.842, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.74it/s, loss=2.625, pair=11.562, adv=1.853, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:07<00:06,  6.10it/s, loss=2.625, pair=11.562, adv=1.853, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.10it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.67it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.67it/s, loss=1.292, pair=5.195, adv=1.886, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.06it/s, loss=1.292, pair=5.195, adv=1.886, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.06it/s, loss=0.322, pair=0.075, adv=2.090, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.85it/s, loss=0.322, pair=0.075, adv=2.090, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.85it/s, loss=5.581, pair=25.625, adv=1.835, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.22it/s, loss=5.581, pair=25.625, adv=1.835, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.22it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.85it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.85it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:08<00:05,  6.24it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.24it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.81it/s, loss=2.658, pair=11.719, adv=1.876, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.20it/s, loss=2.658, pair=11.719, adv=1.876, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.20it/s, loss=1.191, pair=4.719, adv=1.943, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.95it/s, loss=1.191, pair=4.719, adv=1.943, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.95it/s, loss=0.259, pair=0.278, adv=1.894, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.30it/s, loss=0.259, pair=0.278, adv=1.894, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.30it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.79it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.79it/s, loss=1.606, pair=6.777, adv=1.723, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:09<00:04,  6.18it/s, loss=1.606, pair=6.777, adv=1.723, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.18it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.81it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.22it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.22it/s, loss=0.580, pair=1.814, adv=1.885, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.80it/s, loss=0.580, pair=1.814, adv=1.885, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.80it/s, loss=4.376, pair=19.891, adv=1.811, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.17it/s, loss=4.376, pair=19.891, adv=1.811, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.17it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.85it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.85it/s, loss=1.586, pair=6.648, adv=1.798, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:10<00:03,  6.24it/s, loss=1.586, pair=6.648, adv=1.798, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.24it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.84it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.84it/s, loss=2.055, pair=8.859, adv=1.877, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.23it/s, loss=2.055, pair=8.859, adv=1.877, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.23it/s, loss=2.953, pair=13.031, adv=1.840, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.88it/s, loss=2.953, pair=13.031, adv=1.840, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.88it/s, loss=1.276, pair=5.137, adv=1.789, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.25it/s, loss=1.276, pair=5.137, adv=1.789, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.25it/s, loss=4.090, pair=18.547, adv=1.776, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.81it/s, loss=4.090, pair=18.547, adv=1.776, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.81it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:11<00:02,  6.20it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.20it/s, loss=2.089, pair=8.547, adv=1.907, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.89it/s, loss=2.089, pair=8.547, adv=1.907, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.89it/s, loss=3.826, pair=17.297, adv=1.739, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.24it/s, loss=3.826, pair=17.297, adv=1.739, sprd=0.00
Ep 018/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.24it/s, loss=1.010, pair=3.521, adv=1.668, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.92it/s, loss=1.010, pair=3.521, adv=1.668, sprd=0.002
Ep 018/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.92it/s, loss=0.866, pair=3.137, adv=1.966, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.28it/s, loss=0.866, pair=3.137, adv=1.966, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.28it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.86it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.86it/s, loss=1.582, pair=6.516, adv=1.917, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:12<00:01,  6.24it/s, loss=1.582, pair=6.516, adv=1.917, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.24it/s, loss=2.438, pair=7.762, adv=1.824, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.83it/s, loss=2.438, pair=7.762, adv=1.824, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.83it/s, loss=1.574, pair=6.574, adv=1.806, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.21it/s, loss=1.574, pair=6.574, adv=1.806, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.21it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.88it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 018/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.88it/s, loss=0.400, pair=0.966, adv=1.888, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.25it/s, loss=0.400, pair=0.966, adv=1.888, sprd=0.003
Ep 018/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.25it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  6.01it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.006
Ep 018/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  6.01it/s, loss=2.031, pair=8.766, adv=1.694, sprd=0.003
Ep 018/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:13<00:00,  6.34it/s, loss=2.031, pair=8.766, adv=1.694, sprd=0.003
Ep 018/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.34it/s, loss=0.250, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.94it/s, loss=0.250, pair=0.000, adv=0.000, sprd=0.005
Ep 018/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.94it/s, loss=0.264, pair=0.247, adv=2.076, sprd=0.005
Ep 018/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.31it/s, loss=0.264, pair=0.247, adv=2.076, sprd=0.005
                                                                                                              
Epoch 018/60 [S1→S2:ramp]  loss=1.4042  mat=0.1812  sens=6.2154  pair=5.8259  adv=1.2984(rand=3.37)  deg=0.0203  orth=0.0086  spread=0.0031  q_mean=52.5  q_std=20.1  α=0.24 β=0.21 γ=0.72 λ_grl=0.600  lr=8.24e-05  74s

Ep 019/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 019/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=0.399, pair=0.700, adv=1.815, sprd=0.006]
Ep 019/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:02,  3.61it/s, loss=0.399, pair=0.700, adv=1.815, sprd=0.006]
Ep 019/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:02,  3.61it/s, loss=2.225, pair=8.344, adv=1.825, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:26,  5.10it/s, loss=2.225, pair=8.344, adv=1.825, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:26,  5.10it/s, loss=4.993, pair=19.500, adv=1.810, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:25,  5.14it/s, loss=4.993, pair=19.500, adv=1.810, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:25,  5.14it/s, loss=0.879, pair=2.637, adv=1.975, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:15,  5.82it/s, loss=0.879, pair=2.637, adv=1.975, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:15,  5.82it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   1%|  | 5/444 [00:00<01:17,  5.69it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:17,  5.69it/s, loss=0.605, pair=1.533, adv=2.024, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:11,  6.16it/s, loss=0.605, pair=1.533, adv=2.024, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:11,  6.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:15,  5.81it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:15,  5.81it/s, loss=0.926, pair=2.930, adv=1.897, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:10,  6.20it/s, loss=0.926, pair=2.930, adv=1.897, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:10,  6.20it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.76it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:15,  5.76it/s, loss=1.642, pair=5.840, adv=2.167, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.17it/s, loss=1.642, pair=5.840, adv=2.167, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:10,  6.17it/s, loss=0.219, pair=0.000, adv=1.873, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   2%| | 11/444 [00:01<01:13,  5.93it/s, loss=0.219, pair=0.000, adv=1.873, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:13,  5.93it/s, loss=2.348, pair=8.945, adv=1.668, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:08,  6.29it/s, loss=2.348, pair=8.945, adv=1.668, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:08,  6.29it/s, loss=3.167, pair=12.258, adv=1.805, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:13,  5.89it/s, loss=3.167, pair=12.258, adv=1.805, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:13,  5.89it/s, loss=4.062, pair=16.031, adv=1.785, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:08,  6.25it/s, loss=4.062, pair=16.031, adv=1.785, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:08,  6.25it/s, loss=3.624, pair=13.750, adv=1.830, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.87it/s, loss=3.624, pair=13.750, adv=1.830, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:13,  5.87it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:08,  6.26it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:08,  6.26it/s, loss=1.403, pair=4.918, adv=1.827, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   4%| | 17/444 [00:02<01:13,  5.84it/s, loss=1.403, pair=4.918, adv=1.827, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:13,  5.84it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.22it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:08,  6.22it/s, loss=1.509, pair=5.344, adv=1.843, sprd=0.006]
Ep 019/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:16,  5.56it/s, loss=1.509, pair=5.344, adv=1.843, sprd=0.006]
Ep 019/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:16,  5.56it/s, loss=0.504, pair=1.169, adv=1.940, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:10,  5.98it/s, loss=0.504, pair=1.169, adv=1.940, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:10,  5.98it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:13,  5.72it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:13,  5.72it/s, loss=3.707, pair=14.516, adv=1.938, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:08,  6.13it/s, loss=3.707, pair=14.516, adv=1.938, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   5%| | 22/444 [00:03<01:08,  6.13it/s, loss=1.638, pair=5.855, adv=1.913, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   5%| | 23/444 [00:03<01:13,  5.74it/s, loss=1.638, pair=5.855, adv=1.913, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:13,  5.74it/s, loss=0.725, pair=2.137, adv=1.853, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:08,  6.12it/s, loss=0.725, pair=2.137, adv=1.853, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:08,  6.12it/s, loss=1.894, pair=7.000, adv=1.692, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.84it/s, loss=1.894, pair=7.000, adv=1.692, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:11,  5.84it/s, loss=3.950, pair=15.453, adv=2.222, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:08,  6.11it/s, loss=3.950, pair=15.453, adv=2.222, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:08,  6.11it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:12,  5.77it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   6%| | 27/444 [00:04<01:12,  5.77it/s, loss=2.829, pair=10.891, adv=1.905, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:07,  6.17it/s, loss=2.829, pair=10.891, adv=1.905, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   6%| | 28/444 [00:04<01:07,  6.17it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   7%| | 29/444 [00:04<01:09,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:09,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:05,  6.32it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:05,  6.32it/s, loss=2.178, pair=8.141, adv=1.810, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.73it/s, loss=2.178, pair=8.141, adv=1.810, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:12,  5.73it/s, loss=0.331, pair=0.466, adv=1.957, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.11it/s, loss=0.331, pair=0.466, adv=1.957, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:07,  6.11it/s, loss=0.414, pair=0.763, adv=1.953, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.81it/s, loss=0.414, pair=0.763, adv=1.953, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   7%| | 33/444 [00:05<01:10,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:06,  6.19it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   8%| | 34/444 [00:05<01:06,  6.19it/s, loss=0.385, pair=0.653, adv=1.896, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   8%| | 35/444 [00:05<01:10,  5.84it/s, loss=0.385, pair=0.653, adv=1.896, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:10,  5.84it/s, loss=0.916, pair=2.871, adv=1.895, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.20it/s, loss=0.916, pair=2.871, adv=1.895, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:05,  6.20it/s, loss=4.545, pair=18.109, adv=1.623, sprd=0.002
Ep 019/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:10,  5.77it/s, loss=4.545, pair=18.109, adv=1.623, sprd=0.002
Ep 019/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:10,  5.77it/s, loss=0.505, pair=1.231, adv=1.809, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.15it/s, loss=0.505, pair=1.231, adv=1.809, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:06,  6.15it/s, loss=0.360, pair=0.200, adv=1.794, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:08,  5.95it/s, loss=0.360, pair=0.200, adv=1.794, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:   9%| | 39/444 [00:06<01:08,  5.95it/s, loss=9.407, pair=38.250, adv=1.956, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:04,  6.29it/s, loss=9.407, pair=38.250, adv=1.956, sprd=0.004
Ep 019/60 [S1→S2:ramp]:   9%| | 40/444 [00:06<01:04,  6.29it/s, loss=4.059, pair=15.578, adv=1.959, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   9%| | 41/444 [00:06<01:09,  5.80it/s, loss=4.059, pair=15.578, adv=1.959, sprd=0.003
Ep 019/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:09,  5.80it/s, loss=0.737, pair=2.180, adv=1.777, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.17it/s, loss=0.737, pair=2.180, adv=1.777, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:05,  6.17it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:11,  5.59it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:11,  5.59it/s, loss=3.118, pair=12.031, adv=2.082, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:06,  6.00it/s, loss=3.118, pair=12.031, adv=2.082, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  10%| | 44/444 [00:07<01:06,  6.00it/s, loss=3.612, pair=14.141, adv=1.824, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:09,  5.73it/s, loss=3.612, pair=14.141, adv=1.824, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  10%| | 45/444 [00:07<01:09,  5.73it/s, loss=1.816, pair=6.598, adv=1.899, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:05,  6.11it/s, loss=1.816, pair=6.598, adv=1.899, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  10%| | 46/444 [00:07<01:05,  6.11it/s, loss=2.029, pair=7.512, adv=1.867, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  11%| | 47/444 [00:07<01:07,  5.89it/s, loss=2.029, pair=7.512, adv=1.867, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:07,  5.89it/s, loss=0.558, pair=1.439, adv=1.815, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:03,  6.24it/s, loss=0.558, pair=1.439, adv=1.815, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:03,  6.24it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:07,  5.86it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:07,  5.86it/s, loss=1.593, pair=5.762, adv=1.719, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.24it/s, loss=1.593, pair=5.762, adv=1.719, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  11%| | 50/444 [00:08<01:03,  6.24it/s, loss=0.326, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.79it/s, loss=0.326, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  11%| | 51/444 [00:08<01:07,  5.79it/s, loss=0.857, pair=2.637, adv=2.022, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:03,  6.16it/s, loss=0.857, pair=2.637, adv=2.022, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 52/444 [00:08<01:03,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 53/444 [00:08<01:07,  5.76it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:07,  5.76it/s, loss=0.650, pair=1.763, adv=1.932, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.13it/s, loss=0.650, pair=1.763, adv=1.932, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.13it/s, loss=0.309, pair=0.325, adv=1.961, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:06,  5.85it/s, loss=0.309, pair=0.325, adv=1.961, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:06,  5.85it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.23it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:09<01:02,  6.23it/s, loss=2.581, pair=9.828, adv=1.825, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:05,  5.87it/s, loss=2.581, pair=9.828, adv=1.825, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:09<01:05,  5.87it/s, loss=0.276, pair=0.231, adv=1.819, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:01,  6.24it/s, loss=0.276, pair=0.231, adv=1.819, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:09<01:01,  6.24it/s, loss=0.546, pair=1.310, adv=2.006, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:09<01:04,  5.96it/s, loss=0.546, pair=1.310, adv=2.006, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:04,  5.96it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:00,  6.33it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:00,  6.33it/s, loss=1.690, pair=5.402, adv=1.817, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:06,  5.78it/s, loss=1.690, pair=5.402, adv=1.817, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:06,  5.78it/s, loss=2.539, pair=9.617, adv=1.942, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.17it/s, loss=2.539, pair=9.617, adv=1.942, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:10<01:01,  6.17it/s, loss=2.931, pair=11.234, adv=1.795, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.91it/s, loss=2.931, pair=11.234, adv=1.795, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:10<01:04,  5.91it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:00,  6.29it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:10<01:00,  6.29it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:10<01:03,  5.92it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:03,  5.92it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<00:59,  6.30it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<00:59,  6.30it/s, loss=1.174, pair=3.912, adv=2.002, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.78it/s, loss=1.174, pair=3.912, adv=2.002, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:05,  5.78it/s, loss=4.815, pair=19.188, adv=1.753, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:00,  6.17it/s, loss=4.815, pair=19.188, adv=1.753, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:11<01:00,  6.17it/s, loss=5.242, pair=19.047, adv=1.733, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.75it/s, loss=5.242, pair=19.047, adv=1.733, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:11<01:05,  5.75it/s, loss=0.424, pair=0.888, adv=1.754, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.15it/s, loss=0.424, pair=0.888, adv=1.754, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:11<01:00,  6.15it/s, loss=9.781, pair=39.812, adv=1.812, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:11<01:03,  5.86it/s, loss=9.781, pair=39.812, adv=1.812, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:03,  5.86it/s, loss=2.881, pair=11.070, adv=1.836, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<00:59,  6.24it/s, loss=2.881, pair=11.070, adv=1.836, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<00:59,  6.24it/s, loss=2.067, pair=7.668, adv=1.888, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.82it/s, loss=2.067, pair=7.668, adv=1.888, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.82it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:12<00:59,  6.20it/s, loss=0.272, pair=0.294, adv=1.695, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:02,  5.89it/s, loss=0.272, pair=0.294, adv=1.695, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:12<01:02,  5.89it/s, loss=7.263, pair=29.312, adv=1.976, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.21it/s, loss=7.263, pair=29.312, adv=1.976, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:12<00:59,  6.21it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:12<01:03,  5.75it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:03,  5.75it/s, loss=1.140, pair=3.762, adv=1.998, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:59,  6.11it/s, loss=1.140, pair=3.762, adv=1.998, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<00:59,  6.11it/s, loss=1.288, pair=4.395, adv=1.904, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.88it/s, loss=1.288, pair=4.395, adv=1.904, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:02,  5.88it/s, loss=0.580, pair=1.450, adv=1.876, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.24it/s, loss=0.580, pair=1.450, adv=1.876, sprd=0.005]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:13<00:58,  6.24it/s, loss=2.225, pair=8.305, adv=1.998, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.81it/s, loss=2.225, pair=8.305, adv=1.998, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:13<01:02,  5.81it/s, loss=0.262, pair=0.137, adv=1.869, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.17it/s, loss=0.262, pair=0.137, adv=1.869, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:13<00:58,  6.17it/s, loss=3.661, pair=14.367, adv=1.829, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:13<01:01,  5.87it/s, loss=3.661, pair=14.367, adv=1.829, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:01,  5.87it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.006]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.24it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.006]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.24it/s, loss=2.926, pair=10.984, adv=1.783, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.94it/s, loss=2.926, pair=10.984, adv=1.783, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:00,  5.94it/s, loss=2.554, pair=9.750, adv=1.826, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.28it/s, loss=2.554, pair=9.750, adv=1.826, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:14<00:57,  6.28it/s, loss=0.930, pair=2.730, adv=1.862, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.78it/s, loss=0.930, pair=2.730, adv=1.862, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:14<01:01,  5.78it/s, loss=6.063, pair=24.391, adv=1.745, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:58,  6.13it/s, loss=6.063, pair=24.391, adv=1.745, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:14<00:58,  6.13it/s, loss=0.239, pair=0.075, adv=1.842, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:14<01:02,  5.63it/s, loss=0.239, pair=0.075, adv=1.842, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:02,  5.63it/s, loss=0.229, pair=0.075, adv=1.761, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:58,  6.02it/s, loss=0.229, pair=0.075, adv=1.761, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:58,  6.02it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:03,  5.59it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<01:03,  5.59it/s, loss=2.428, pair=9.203, adv=1.937, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:58,  5.98it/s, loss=2.428, pair=9.203, adv=1.937, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:15<00:58,  5.98it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.67it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:15<01:01,  5.67it/s, loss=0.204, pair=0.012, adv=1.658, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:57,  6.05it/s, loss=0.204, pair=0.012, adv=1.658, sprd=0.002]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:15<00:57,  6.05it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:15<01:03,  5.53it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<01:03,  5.53it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:58,  5.97it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:58,  5.97it/s, loss=1.759, pair=5.656, adv=1.880, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:01,  5.64it/s, loss=1.759, pair=5.656, adv=1.880, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<01:01,  5.64it/s, loss=0.455, pair=1.013, adv=1.817, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:57,  6.03it/s, loss=0.455, pair=1.013, adv=1.817, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:16<00:57,  6.03it/s, loss=1.162, pair=3.934, adv=1.920, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<01:00,  5.67it/s, loss=1.162, pair=3.934, adv=1.920, sprd=0.003]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:16<01:00,  5.67it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:56,  6.06it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:16<00:56,  6.06it/s, loss=1.287, pair=4.469, adv=1.826, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:16<00:59,  5.76it/s, loss=1.287, pair=4.469, adv=1.826, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:59,  5.76it/s, loss=4.131, pair=16.266, adv=1.920, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.15it/s, loss=4.131, pair=16.266, adv=1.920, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:55,  6.15it/s, loss=1.305, pair=4.547, adv=1.831, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:59,  5.76it/s, loss=1.305, pair=4.547, adv=1.831, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:59,  5.76it/s, loss=2.115, pair=7.918, adv=1.811, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:55,  6.14it/s, loss=2.115, pair=7.918, adv=1.811, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:17<00:55,  6.14it/s, loss=1.865, pair=6.801, adv=2.002, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:58,  5.82it/s, loss=1.865, pair=6.801, adv=2.002, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:17<00:58,  5.82it/s, loss=1.033, pair=3.418, adv=1.773, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.17it/s, loss=1.033, pair=3.418, adv=1.773, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:17<00:54,  6.17it/s, loss=3.325, pair=12.867, adv=1.872, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:17<00:57,  5.84it/s, loss=3.325, pair=12.867, adv=1.872, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.84it/s, loss=2.872, pair=11.062, adv=1.908, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.21it/s, loss=2.872, pair=11.062, adv=1.908, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.21it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.77it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:58,  5.77it/s, loss=2.190, pair=8.297, adv=1.631, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.16it/s, loss=2.190, pair=8.297, adv=1.631, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:18<00:54,  6.16it/s, loss=1.122, pair=3.715, adv=1.917, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.87it/s, loss=1.122, pair=3.715, adv=1.917, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:18<00:56,  5.87it/s, loss=3.395, pair=13.172, adv=2.057, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:18<00:53,  6.23it/s, loss=3.395, pair=13.172, adv=2.057, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:53,  6.23it/s, loss=0.575, pair=1.450, adv=1.914, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:58,  5.63it/s, loss=0.575, pair=1.450, adv=1.914, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:58,  5.63it/s, loss=2.101, pair=7.762, adv=2.066, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:54,  6.04it/s, loss=2.101, pair=7.762, adv=2.066, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:54,  6.04it/s, loss=1.921, pair=6.688, adv=1.857, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:56,  5.81it/s, loss=1.921, pair=6.688, adv=1.857, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:56,  5.81it/s, loss=3.995, pair=15.672, adv=1.708, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.16it/s, loss=3.995, pair=15.672, adv=1.708, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:19<00:53,  6.16it/s, loss=1.608, pair=5.781, adv=1.837, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.89it/s, loss=1.608, pair=5.781, adv=1.837, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:19<00:55,  5.89it/s, loss=3.464, pair=13.484, adv=1.875, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:19<00:52,  6.25it/s, loss=3.464, pair=13.484, adv=1.875, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:52,  6.25it/s, loss=4.221, pair=16.703, adv=1.689, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.82it/s, loss=4.221, pair=16.703, adv=1.689, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.82it/s, loss=1.122, pair=3.668, adv=1.922, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.19it/s, loss=1.122, pair=3.668, adv=1.922, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.19it/s, loss=7.586, pair=30.578, adv=1.878, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:54,  5.88it/s, loss=7.586, pair=30.578, adv=1.878, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:54,  5.88it/s, loss=0.230, pair=0.000, adv=1.689, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.23it/s, loss=0.230, pair=0.000, adv=1.689, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:20<00:51,  6.23it/s, loss=1.611, pair=5.156, adv=1.760, sprd=0.008
Ep 019/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.76it/s, loss=1.611, pair=5.156, adv=1.760, sprd=0.008
Ep 019/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:20<00:55,  5.76it/s, loss=0.493, pair=0.950, adv=1.816, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:20<00:52,  6.12it/s, loss=0.493, pair=0.950, adv=1.816, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:52,  6.12it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.008
Ep 019/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.80it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.008
Ep 019/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.80it/s, loss=1.289, pair=4.328, adv=2.001, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.19it/s, loss=1.289, pair=4.328, adv=2.001, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:51,  6.19it/s, loss=6.010, pair=24.047, adv=1.784, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:54,  5.81it/s, loss=6.010, pair=24.047, adv=1.784, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:54,  5.81it/s, loss=2.419, pair=9.062, adv=1.794, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.18it/s, loss=2.419, pair=9.062, adv=1.794, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:21<00:51,  6.18it/s, loss=5.668, pair=22.516, adv=2.160, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:56,  5.61it/s, loss=5.668, pair=22.516, adv=2.160, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:21<00:56,  5.61it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.008
Ep 019/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:21<00:52,  6.03it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.008
Ep 019/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:52,  6.03it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:55,  5.60it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:55,  5.60it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:51,  6.01it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.007
Ep 019/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:51,  6.01it/s, loss=1.621, pair=5.781, adv=1.824, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:54,  5.68it/s, loss=1.621, pair=5.781, adv=1.824, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:54,  5.68it/s, loss=6.201, pair=24.906, adv=1.888, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.08it/s, loss=6.201, pair=24.906, adv=1.888, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:22<00:50,  6.08it/s, loss=1.675, pair=6.074, adv=1.811, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:53,  5.73it/s, loss=1.675, pair=6.074, adv=1.811, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:22<00:53,  5.73it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:22<00:50,  6.12it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:50,  6.12it/s, loss=5.315, pair=20.875, adv=2.304, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.86it/s, loss=5.315, pair=20.875, adv=2.304, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.86it/s, loss=0.286, pair=0.262, adv=1.966, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.23it/s, loss=0.286, pair=0.262, adv=1.966, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.23it/s, loss=0.290, pair=0.200, adv=2.006, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.76it/s, loss=0.290, pair=0.200, adv=2.006, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.76it/s, loss=2.671, pair=10.141, adv=2.042, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.15it/s, loss=2.671, pair=10.141, adv=2.042, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:23<00:49,  6.15it/s, loss=4.778, pair=18.703, adv=1.618, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.84it/s, loss=4.778, pair=18.703, adv=1.618, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:23<00:51,  5.84it/s, loss=0.542, pair=1.356, adv=1.775, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:23<00:48,  6.22it/s, loss=0.542, pair=1.356, adv=1.775, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.22it/s, loss=0.304, pair=0.000, adv=1.825, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:50,  5.94it/s, loss=0.304, pair=0.000, adv=1.825, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:50,  5.94it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:47,  6.32it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:47,  6.32it/s, loss=2.239, pair=8.086, adv=1.814, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:49,  6.02it/s, loss=2.239, pair=8.086, adv=1.814, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:49,  6.02it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:46,  6.37it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:24<00:46,  6.37it/s, loss=0.561, pair=1.413, adv=1.971, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.88it/s, loss=0.561, pair=1.413, adv=1.971, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:24<00:50,  5.88it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:24<00:47,  6.26it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:47,  6.26it/s, loss=0.416, pair=0.622, adv=2.076, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:49,  5.95it/s, loss=0.416, pair=0.622, adv=2.076, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:49,  5.95it/s, loss=1.617, pair=5.762, adv=2.102, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:46,  6.31it/s, loss=1.617, pair=5.762, adv=2.102, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:46,  6.31it/s, loss=0.235, pair=0.000, adv=1.949, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.82it/s, loss=0.235, pair=0.000, adv=1.949, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:50,  5.82it/s, loss=2.460, pair=9.234, adv=2.174, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:47,  6.18it/s, loss=2.460, pair=9.234, adv=2.174, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:25<00:47,  6.18it/s, loss=0.495, pair=1.105, adv=1.927, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.85it/s, loss=0.495, pair=1.105, adv=1.927, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:25<00:49,  5.85it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:25<00:46,  6.23it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:46,  6.23it/s, loss=6.679, pair=25.281, adv=2.119, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.83it/s, loss=6.679, pair=25.281, adv=2.119, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.83it/s, loss=2.458, pair=9.320, adv=1.899, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.20it/s, loss=2.458, pair=9.320, adv=1.899, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.20it/s, loss=1.019, pair=3.059, adv=1.866, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.88it/s, loss=1.019, pair=3.059, adv=1.866, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:48,  5.88it/s, loss=5.330, pair=21.266, adv=2.017, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.25it/s, loss=5.330, pair=21.266, adv=2.017, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:26<00:45,  6.25it/s, loss=0.257, pair=0.137, adv=1.893, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:49,  5.82it/s, loss=0.257, pair=0.137, adv=1.893, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:26<00:49,  5.82it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:26<00:45,  6.20it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:45,  6.20it/s, loss=5.424, pair=20.781, adv=2.060, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.85it/s, loss=5.424, pair=20.781, adv=2.060, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:48,  5.85it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.22it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:45,  6.22it/s, loss=1.254, pair=4.141, adv=1.899, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:47,  5.89it/s, loss=1.254, pair=4.141, adv=1.899, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:47,  5.89it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.27it/s, loss=0.074, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:27<00:44,  6.27it/s, loss=0.815, pair=2.465, adv=1.775, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.85it/s, loss=0.815, pair=2.465, adv=1.775, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:27<00:47,  5.85it/s, loss=0.646, pair=1.771, adv=1.818, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.23it/s, loss=0.646, pair=1.771, adv=1.818, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:27<00:44,  6.23it/s, loss=1.276, pair=3.941, adv=1.978, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:27<00:46,  6.00it/s, loss=1.276, pair=3.941, adv=1.978, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:46,  6.00it/s, loss=3.143, pair=12.094, adv=1.992, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:43,  6.34it/s, loss=3.143, pair=12.094, adv=1.992, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:43,  6.34it/s, loss=0.123, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:45,  5.99it/s, loss=0.123, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:45,  5.99it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.36it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:28<00:43,  6.36it/s, loss=5.292, pair=20.906, adv=1.902, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.87it/s, loss=5.292, pair=20.906, adv=1.902, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:28<00:46,  5.87it/s, loss=1.840, pair=6.695, adv=2.051, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:43,  6.25it/s, loss=1.840, pair=6.695, adv=2.051, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:28<00:43,  6.25it/s, loss=1.965, pair=7.184, adv=2.021, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:28<00:45,  5.99it/s, loss=1.965, pair=7.184, adv=2.021, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:45,  5.99it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:42,  6.35it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:42,  6.35it/s, loss=0.273, pair=0.200, adv=1.944, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:44,  6.00it/s, loss=0.273, pair=0.200, adv=1.944, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:44,  6.00it/s, loss=3.766, pair=14.766, adv=1.876, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.32it/s, loss=3.766, pair=14.766, adv=1.876, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:29<00:42,  6.32it/s, loss=1.538, pair=5.445, adv=1.880, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.89it/s, loss=1.538, pair=5.445, adv=1.880, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:29<00:45,  5.89it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.28it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:29<00:42,  6.28it/s, loss=3.660, pair=14.266, adv=2.096, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:29<00:44,  5.93it/s, loss=3.660, pair=14.266, adv=2.096, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:44,  5.93it/s, loss=0.419, pair=0.802, adv=1.811, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.28it/s, loss=0.419, pair=0.802, adv=1.811, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:42,  6.28it/s, loss=1.221, pair=4.117, adv=1.862, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:44,  5.96it/s, loss=1.221, pair=4.117, adv=1.862, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:44,  5.96it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:41,  6.32it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:30<00:41,  6.32it/s, loss=1.483, pair=5.297, adv=1.757, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:45,  5.77it/s, loss=1.483, pair=5.297, adv=1.757, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:30<00:45,  5.77it/s, loss=4.753, pair=18.797, adv=1.915, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:42,  6.17it/s, loss=4.753, pair=18.797, adv=1.915, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:30<00:42,  6.17it/s, loss=5.954, pair=23.766, adv=1.803, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:30<00:43,  5.90it/s, loss=5.954, pair=23.766, adv=1.803, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:43,  5.90it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.27it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.27it/s, loss=0.488, pair=0.950, adv=2.055, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:42,  6.02it/s, loss=0.488, pair=0.950, adv=2.055, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:42,  6.02it/s, loss=2.346, pair=8.828, adv=1.961, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:40,  6.36it/s, loss=2.346, pair=8.828, adv=1.961, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:31<00:40,  6.36it/s, loss=0.280, pair=0.200, adv=1.901, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  6.05it/s, loss=0.280, pair=0.200, adv=1.901, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:31<00:42,  6.05it/s, loss=0.228, pair=0.000, adv=1.773, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:39,  6.38it/s, loss=0.228, pair=0.000, adv=1.773, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:31<00:39,  6.38it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:31<00:42,  5.97it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:42,  5.97it/s, loss=8.873, pair=36.062, adv=1.904, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:39,  6.32it/s, loss=8.873, pair=36.062, adv=1.904, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:39,  6.32it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:41,  5.99it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:41,  5.99it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.35it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:32<00:39,  6.35it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:43,  5.69it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:32<00:43,  5.69it/s, loss=1.157, pair=3.949, adv=1.731, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:40,  6.10it/s, loss=1.157, pair=3.949, adv=1.731, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:32<00:40,  6.10it/s, loss=0.336, pair=0.278, adv=1.950, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:32<00:41,  5.95it/s, loss=0.336, pair=0.278, adv=1.950, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:41,  5.95it/s, loss=3.378, pair=13.117, adv=2.021, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:38,  6.31it/s, loss=3.378, pair=13.117, adv=2.021, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:38,  6.31it/s, loss=2.637, pair=9.922, adv=2.105, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:40,  5.98it/s, loss=2.637, pair=9.922, adv=2.105, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:40,  5.98it/s, loss=4.392, pair=17.281, adv=2.147, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:38,  6.32it/s, loss=4.392, pair=17.281, adv=2.147, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:33<00:38,  6.32it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.83it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:33<00:41,  5.83it/s, loss=1.959, pair=7.234, adv=1.794, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:38,  6.21it/s, loss=1.959, pair=7.234, adv=1.794, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:33<00:38,  6.21it/s, loss=0.402, pair=0.622, adv=1.871, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:33<00:41,  5.83it/s, loss=0.402, pair=0.622, adv=1.871, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.83it/s, loss=0.341, pair=0.450, adv=1.984, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.22it/s, loss=0.341, pair=0.450, adv=1.984, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.22it/s, loss=5.159, pair=20.422, adv=1.845, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.93it/s, loss=5.159, pair=20.422, adv=1.845, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:40,  5.93it/s, loss=4.351, pair=17.172, adv=1.921, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:37,  6.28it/s, loss=4.351, pair=17.172, adv=1.921, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:34<00:37,  6.28it/s, loss=2.163, pair=8.031, adv=1.921, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.84it/s, loss=2.163, pair=8.031, adv=1.921, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:34<00:40,  5.84it/s, loss=4.031, pair=15.727, adv=2.019, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:37,  6.22it/s, loss=4.031, pair=15.727, adv=2.019, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:34<00:37,  6.22it/s, loss=2.190, pair=8.125, adv=1.947, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:34<00:41,  5.62it/s, loss=2.190, pair=8.125, adv=1.947, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:41,  5.62it/s, loss=2.141, pair=7.875, adv=2.037, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.03it/s, loss=2.141, pair=7.875, adv=2.037, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.03it/s, loss=0.771, pair=2.199, adv=1.880, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:41,  5.62it/s, loss=0.771, pair=2.199, adv=1.880, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:41,  5.62it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:38,  6.06it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:35<00:38,  6.06it/s, loss=3.338, pair=12.922, adv=1.991, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:40,  5.71it/s, loss=3.338, pair=12.922, adv=1.991, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:35<00:40,  5.71it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:37,  6.12it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:35<00:37,  6.12it/s, loss=7.185, pair=28.953, adv=1.891, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:35<00:40,  5.67it/s, loss=7.185, pair=28.953, adv=1.891, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:40,  5.67it/s, loss=0.663, pair=1.700, adv=2.022, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:37,  6.08it/s, loss=0.663, pair=1.700, adv=2.022, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:37,  6.08it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.89it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.89it/s, loss=0.445, pair=0.880, adv=1.942, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.26it/s, loss=0.445, pair=0.880, adv=1.942, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:36<00:36,  6.26it/s, loss=0.518, pair=1.185, adv=1.906, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.79it/s, loss=0.518, pair=1.185, adv=1.906, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:36<00:38,  5.79it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.19it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:36<00:36,  6.19it/s, loss=4.084, pair=16.078, adv=1.898, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:36<00:38,  5.77it/s, loss=4.084, pair=16.078, adv=1.898, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:38,  5.77it/s, loss=2.082, pair=7.699, adv=1.937, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.14it/s, loss=2.082, pair=7.699, adv=1.937, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:36,  6.14it/s, loss=4.135, pair=16.266, adv=1.956, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.87it/s, loss=4.135, pair=16.266, adv=1.956, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.87it/s, loss=0.724, pair=2.012, adv=2.190, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.22it/s, loss=0.724, pair=2.012, adv=2.190, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:37<00:35,  6.22it/s, loss=0.270, pair=0.200, adv=1.948, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:38,  5.73it/s, loss=0.270, pair=0.200, adv=1.948, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:37<00:38,  5.73it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:35,  6.14it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:37<00:35,  6.14it/s, loss=1.792, pair=6.449, adv=1.850, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:37<00:38,  5.68it/s, loss=1.792, pair=6.449, adv=1.850, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:38,  5.68it/s, loss=0.350, pair=0.560, adv=1.890, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:35,  6.08it/s, loss=0.350, pair=0.560, adv=1.890, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:35,  6.08it/s, loss=1.844, pair=6.703, adv=1.881, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:38,  5.66it/s, loss=1.844, pair=6.703, adv=1.881, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:38,  5.66it/s, loss=0.462, pair=0.950, adv=2.046, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:35,  6.07it/s, loss=0.462, pair=0.950, adv=2.046, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:38<00:35,  6.07it/s, loss=3.808, pair=14.953, adv=1.906, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:37,  5.69it/s, loss=3.808, pair=14.953, adv=1.906, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:38<00:37,  5.69it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.12it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:38<00:34,  6.12it/s, loss=0.352, pair=0.487, adv=2.006, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:38<00:36,  5.81it/s, loss=0.352, pair=0.487, adv=2.006, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.81it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.21it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.21it/s, loss=0.982, pair=3.168, adv=1.756, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.91it/s, loss=0.982, pair=3.168, adv=1.756, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:35,  5.91it/s, loss=2.508, pair=9.461, adv=2.070, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.27it/s, loss=2.508, pair=9.461, adv=2.070, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:39<00:33,  6.27it/s, loss=1.405, pair=4.824, adv=1.817, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:34,  6.02it/s, loss=1.405, pair=4.824, adv=1.817, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:39<00:34,  6.02it/s, loss=1.251, pair=4.316, adv=1.943, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:32,  6.36it/s, loss=1.251, pair=4.316, adv=1.943, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:39<00:32,  6.36it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:39<00:34,  5.96it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:34,  5.96it/s, loss=1.099, pair=3.559, adv=2.153, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.31it/s, loss=1.099, pair=3.559, adv=2.153, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:32,  6.31it/s, loss=10.187, pair=41.375, adv=2.048, sprd=0.0
Ep 019/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.86it/s, loss=10.187, pair=41.375, adv=2.048, sprd=0.0
Ep 019/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:34,  5.86it/s, loss=4.748, pair=18.812, adv=1.883, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.24it/s, loss=4.748, pair=18.812, adv=1.883, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:40<00:32,  6.24it/s, loss=3.011, pair=11.609, adv=1.878, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.84it/s, loss=3.011, pair=11.609, adv=1.878, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:40<00:34,  5.84it/s, loss=4.390, pair=17.328, adv=1.902, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.22it/s, loss=4.390, pair=17.328, adv=1.902, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:40<00:32,  6.22it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:40<00:33,  5.92it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:33,  5.92it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:31,  6.29it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:31,  6.29it/s, loss=3.492, pair=13.539, adv=2.097, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.92it/s, loss=3.492, pair=13.539, adv=2.097, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.92it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.28it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:41<00:31,  6.28it/s, loss=0.290, pair=0.200, adv=1.998, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:34,  5.69it/s, loss=0.290, pair=0.200, adv=1.998, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:41<00:34,  5.69it/s, loss=0.385, pair=0.575, adv=1.865, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.07it/s, loss=0.385, pair=0.575, adv=1.865, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:41<00:31,  6.07it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:41<00:33,  5.82it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:33,  5.82it/s, loss=2.980, pair=11.500, adv=1.848, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.17it/s, loss=2.980, pair=11.500, adv=1.848, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.17it/s, loss=0.810, pair=2.414, adv=1.996, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.84it/s, loss=0.810, pair=2.414, adv=1.996, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:42<00:32,  5.84it/s, loss=1.904, pair=7.012, adv=1.876, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.19it/s, loss=1.904, pair=7.012, adv=1.876, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:42<00:30,  6.19it/s, loss=0.369, pair=0.591, adv=1.943, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.76it/s, loss=0.369, pair=0.591, adv=1.943, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:42<00:32,  5.76it/s, loss=1.224, pair=4.137, adv=2.031, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.13it/s, loss=1.224, pair=4.137, adv=2.031, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:42<00:30,  6.13it/s, loss=5.552, pair=22.188, adv=1.964, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:42<00:33,  5.53it/s, loss=5.552, pair=22.188, adv=1.964, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:33,  5.53it/s, loss=1.058, pair=3.451, adv=1.933, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:31,  5.95it/s, loss=1.058, pair=3.451, adv=1.933, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:31,  5.95it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:32,  5.64it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:32,  5.64it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:30,  6.05it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:43<00:30,  6.05it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.74it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:43<00:31,  5.74it/s, loss=1.256, pair=4.262, adv=2.108, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.10it/s, loss=1.256, pair=4.262, adv=2.108, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:43<00:29,  6.10it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:43<00:31,  5.79it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:31,  5.79it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.18it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.18it/s, loss=2.063, pair=7.109, adv=1.762, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.79it/s, loss=2.063, pair=7.109, adv=1.762, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:44<00:30,  5.79it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.16it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:44<00:28,  6.16it/s, loss=2.075, pair=7.711, adv=1.938, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:31,  5.58it/s, loss=2.075, pair=7.711, adv=1.938, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:44<00:31,  5.58it/s, loss=3.253, pair=12.594, adv=1.963, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:29,  6.00it/s, loss=3.253, pair=12.594, adv=1.963, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:44<00:29,  6.00it/s, loss=1.348, pair=4.703, adv=1.855, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:44<00:30,  5.65it/s, loss=1.348, pair=4.703, adv=1.855, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:30,  5.65it/s, loss=5.120, pair=20.297, adv=1.968, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.06it/s, loss=5.120, pair=20.297, adv=1.968, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.06it/s, loss=0.654, pair=1.614, adv=2.103, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:29,  5.88it/s, loss=0.654, pair=1.614, adv=2.103, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:45<00:29,  5.88it/s, loss=0.487, pair=1.152, adv=1.750, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:27,  6.24it/s, loss=0.487, pair=1.152, adv=1.750, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:45<00:27,  6.24it/s, loss=0.253, pair=0.122, adv=1.741, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.82it/s, loss=0.253, pair=0.122, adv=1.741, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:45<00:29,  5.82it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.21it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:45<00:27,  6.21it/s, loss=1.130, pair=3.738, adv=1.802, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:45<00:29,  5.77it/s, loss=1.130, pair=3.738, adv=1.802, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.243, pair=0.012, adv=1.838, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.15it/s, loss=0.243, pair=0.012, adv=1.838, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.15it/s, loss=0.269, pair=0.137, adv=2.101, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.86it/s, loss=0.269, pair=0.137, adv=2.101, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:46<00:28,  5.86it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.25it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:46<00:26,  6.25it/s, loss=1.006, pair=3.199, adv=1.891, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.86it/s, loss=1.006, pair=3.199, adv=1.891, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:46<00:28,  5.86it/s, loss=2.364, pair=8.859, adv=1.777, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.22it/s, loss=2.364, pair=8.859, adv=1.777, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:46<00:26,  6.22it/s, loss=1.807, pair=6.574, adv=2.027, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:46<00:27,  5.87it/s, loss=1.807, pair=6.574, adv=2.027, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:27,  5.87it/s, loss=5.696, pair=22.766, adv=1.843, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.22it/s, loss=5.696, pair=22.766, adv=1.843, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.22it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.96it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:47<00:27,  5.96it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.30it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:47<00:25,  6.30it/s, loss=0.545, pair=1.332, adv=1.910, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:27,  5.86it/s, loss=0.545, pair=1.332, adv=1.910, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:47<00:27,  5.86it/s, loss=3.362, pair=13.125, adv=1.782, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:25,  6.20it/s, loss=3.362, pair=13.125, adv=1.782, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:47<00:25,  6.20it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:47<00:26,  5.90it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:26,  5.90it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:24,  6.27it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:24,  6.27it/s, loss=1.313, pair=4.090, adv=2.192, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:26,  5.95it/s, loss=1.313, pair=4.090, adv=2.192, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:48<00:26,  5.95it/s, loss=0.259, pair=0.137, adv=1.929, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.28it/s, loss=0.259, pair=0.137, adv=1.929, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:48<00:24,  6.28it/s, loss=2.271, pair=8.508, adv=2.028, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:25,  5.92it/s, loss=2.271, pair=8.508, adv=2.028, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:48<00:25,  5.92it/s, loss=3.417, pair=13.336, adv=1.906, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.27it/s, loss=3.417, pair=13.336, adv=1.906, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:48<00:24,  6.27it/s, loss=0.305, pair=0.262, adv=2.044, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:48<00:26,  5.75it/s, loss=0.305, pair=0.262, adv=2.044, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:26,  5.75it/s, loss=4.135, pair=16.297, adv=1.941, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.11it/s, loss=4.135, pair=16.297, adv=1.941, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.11it/s, loss=3.880, pair=15.266, adv=1.806, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:26,  5.72it/s, loss=3.880, pair=15.266, adv=1.806, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:49<00:26,  5.72it/s, loss=1.097, pair=3.652, adv=1.762, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:24,  6.12it/s, loss=1.097, pair=3.652, adv=1.762, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:49<00:24,  6.12it/s, loss=4.464, pair=17.578, adv=1.869, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.79it/s, loss=4.464, pair=17.578, adv=1.869, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:49<00:25,  5.79it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.17it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:49<00:23,  6.17it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:49<00:24,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:24,  5.84it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.23it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.23it/s, loss=0.238, pair=0.075, adv=1.842, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.90it/s, loss=0.238, pair=0.075, adv=1.842, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:50<00:24,  5.90it/s, loss=2.657, pair=10.141, adv=1.873, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.26it/s, loss=2.657, pair=10.141, adv=1.873, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:50<00:22,  6.26it/s, loss=5.651, pair=22.578, adv=1.945, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.79it/s, loss=5.651, pair=22.578, adv=1.945, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:50<00:24,  5.79it/s, loss=8.185, pair=33.250, adv=1.662, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:50<00:22,  6.15it/s, loss=8.185, pair=33.250, adv=1.662, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:22,  6.15it/s, loss=0.914, pair=2.855, adv=1.925, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:27,  5.05it/s, loss=0.914, pair=2.855, adv=1.925, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:27,  5.05it/s, loss=1.403, pair=4.898, adv=1.884, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:24,  5.56it/s, loss=1.403, pair=4.898, adv=1.884, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:24,  5.56it/s, loss=6.001, pair=23.547, adv=1.649, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:24,  5.48it/s, loss=6.001, pair=23.547, adv=1.649, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:51<00:24,  5.48it/s, loss=0.218, pair=0.000, adv=1.790, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:22,  5.93it/s, loss=0.218, pair=0.000, adv=1.790, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:51<00:22,  5.93it/s, loss=2.651, pair=10.016, adv=2.055, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:24,  5.54it/s, loss=2.651, pair=10.016, adv=2.055, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:51<00:24,  5.54it/s, loss=3.496, pair=13.664, adv=1.837, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:51<00:22,  5.96it/s, loss=3.496, pair=13.664, adv=1.837, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:22,  5.96it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.61it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:23,  5.61it/s, loss=1.335, pair=4.660, adv=1.856, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.02it/s, loss=1.335, pair=4.660, adv=1.856, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.02it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:23,  5.67it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:52<00:23,  5.67it/s, loss=1.226, pair=4.230, adv=1.757, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.08it/s, loss=1.226, pair=4.230, adv=1.757, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:52<00:21,  6.08it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:23,  5.59it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:52<00:23,  5.59it/s, loss=1.904, pair=6.996, adv=1.914, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:52<00:21,  6.00it/s, loss=1.904, pair=6.996, adv=1.914, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:21,  6.00it/s, loss=0.417, pair=0.778, adv=1.921, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:22,  5.75it/s, loss=0.417, pair=0.778, adv=1.921, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:22,  5.75it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.13it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:22,  5.63it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:53<00:22,  5.63it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:20,  6.05it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:53<00:20,  6.05it/s, loss=0.695, pair=1.888, adv=1.841, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.74it/s, loss=0.695, pair=1.888, adv=1.841, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:53<00:21,  5.74it/s, loss=1.703, pair=6.133, adv=2.052, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:53<00:19,  6.10it/s, loss=1.703, pair=6.133, adv=2.052, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.10it/s, loss=1.939, pair=7.148, adv=1.851, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.78it/s, loss=1.939, pair=7.148, adv=1.851, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.78it/s, loss=0.215, pair=0.000, adv=1.800, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.17it/s, loss=0.215, pair=0.000, adv=1.800, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.17it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:21,  5.52it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:54<00:21,  5.52it/s, loss=2.812, pair=10.797, adv=1.989, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  5.93it/s, loss=2.812, pair=10.797, adv=1.989, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:54<00:19,  5.93it/s, loss=2.470, pair=9.406, adv=1.824, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.58it/s, loss=2.470, pair=9.406, adv=1.824, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:54<00:20,  5.58it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:54<00:19,  6.00it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:19,  6.00it/s, loss=2.536, pair=9.578, adv=1.968, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:20,  5.53it/s, loss=2.536, pair=9.578, adv=1.968, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:20,  5.53it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:19,  5.97it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:19,  5.97it/s, loss=0.528, pair=1.044, adv=2.082, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:20,  5.64it/s, loss=0.528, pair=1.044, adv=2.082, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:20,  5.64it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:18,  6.07it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:55<00:18,  6.07it/s, loss=2.674, pair=10.219, adv=1.921, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.73it/s, loss=2.674, pair=10.219, adv=1.921, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:55<00:19,  5.73it/s, loss=3.335, pair=13.000, adv=1.889, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:55<00:17,  6.11it/s, loss=3.335, pair=13.000, adv=1.889, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.11it/s, loss=0.441, pair=0.888, adv=1.837, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:19,  5.59it/s, loss=0.441, pair=0.888, adv=1.837, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:19,  5.59it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.03it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.03it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.72it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.72it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.13it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:56<00:17,  6.13it/s, loss=0.785, pair=2.371, adv=1.791, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.73it/s, loss=0.785, pair=2.371, adv=1.791, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:56<00:18,  5.73it/s, loss=0.233, pair=0.075, adv=1.886, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:56<00:17,  6.11it/s, loss=0.233, pair=0.075, adv=1.886, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:17,  6.11it/s, loss=0.664, pair=1.841, adv=1.895, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.77it/s, loss=0.664, pair=1.841, adv=1.895, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.77it/s, loss=1.813, pair=6.641, adv=1.931, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.13it/s, loss=1.813, pair=6.641, adv=1.931, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.13it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.69it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.69it/s, loss=1.341, pair=4.660, adv=1.900, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.09it/s, loss=1.341, pair=4.660, adv=1.900, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:57<00:16,  6.09it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:17,  5.57it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:57<00:17,  5.57it/s, loss=0.273, pair=0.137, adv=2.108, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:57<00:16,  6.00it/s, loss=0.273, pair=0.137, adv=2.108, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:16,  6.00it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.78it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.78it/s, loss=0.285, pair=0.309, adv=1.761, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.16it/s, loss=0.285, pair=0.309, adv=1.761, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.16it/s, loss=2.841, pair=10.867, adv=1.825, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.76it/s, loss=2.841, pair=10.867, adv=1.825, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.76it/s, loss=0.863, pair=2.660, adv=1.907, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.14it/s, loss=0.863, pair=2.660, adv=1.907, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:58<00:15,  6.14it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.88it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:58<00:15,  5.88it/s, loss=1.807, pair=6.637, adv=1.897, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:58<00:14,  6.25it/s, loss=1.807, pair=6.637, adv=1.897, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:14,  6.25it/s, loss=0.222, pair=0.012, adv=1.900, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.88it/s, loss=0.222, pair=0.012, adv=1.900, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.88it/s, loss=1.915, pair=7.031, adv=1.964, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.24it/s, loss=1.915, pair=7.031, adv=1.964, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.24it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.91it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.91it/s, loss=0.509, pair=1.200, adv=1.874, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.25it/s, loss=0.509, pair=1.200, adv=1.874, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  80%|▊| 356/444 [00:59<00:14,  6.25it/s, loss=0.803, pair=2.045, adv=2.154, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.86it/s, loss=0.803, pair=2.045, adv=2.154, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  80%|▊| 357/444 [00:59<00:14,  5.86it/s, loss=0.232, pair=0.012, adv=1.933, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  81%|▊| 358/444 [00:59<00:13,  6.22it/s, loss=0.232, pair=0.012, adv=1.933, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.22it/s, loss=1.305, pair=4.137, adv=1.922, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.74it/s, loss=1.305, pair=4.137, adv=1.922, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.74it/s, loss=6.046, pair=24.312, adv=1.792, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.12it/s, loss=6.046, pair=24.312, adv=1.792, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.12it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:15,  5.50it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:15,  5.50it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  5.93it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:00<00:13,  5.93it/s, loss=0.745, pair=2.184, adv=1.923, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:00<00:14,  5.67it/s, loss=0.745, pair=2.184, adv=1.923, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:01<00:14,  5.67it/s, loss=0.363, pair=0.575, adv=1.890, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:13,  6.07it/s, loss=0.363, pair=0.575, adv=1.890, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:13,  6.07it/s, loss=0.898, pair=2.607, adv=1.877, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.67it/s, loss=0.898, pair=2.607, adv=1.877, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.67it/s, loss=3.019, pair=11.727, adv=1.720, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.04it/s, loss=3.019, pair=11.727, adv=1.720, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.04it/s, loss=7.476, pair=30.266, adv=1.740, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.68it/s, loss=7.476, pair=30.266, adv=1.740, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.68it/s, loss=0.484, pair=1.106, adv=1.884, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.08it/s, loss=0.484, pair=1.106, adv=1.884, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:01<00:12,  6.08it/s, loss=3.580, pair=13.906, adv=2.039, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:01<00:13,  5.69it/s, loss=3.580, pair=13.906, adv=2.039, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:02<00:13,  5.69it/s, loss=1.991, pair=7.359, adv=1.800, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.08it/s, loss=1.991, pair=7.359, adv=1.800, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.08it/s, loss=5.231, pair=20.859, adv=1.864, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.74it/s, loss=5.231, pair=20.859, adv=1.864, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.74it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.14it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.14it/s, loss=0.473, pair=1.044, adv=1.791, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.80it/s, loss=0.473, pair=1.044, adv=1.791, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:02<00:12,  5.80it/s, loss=2.297, pair=8.609, adv=2.025, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.16it/s, loss=2.297, pair=8.609, adv=2.025, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:02<00:11,  6.16it/s, loss=0.245, pair=0.137, adv=1.641, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:02<00:12,  5.68it/s, loss=0.245, pair=0.137, adv=1.641, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:03<00:12,  5.68it/s, loss=1.012, pair=3.316, adv=1.839, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:11,  6.09it/s, loss=1.012, pair=3.316, adv=1.839, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:11,  6.09it/s, loss=0.594, pair=1.537, adv=1.830, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.83it/s, loss=0.594, pair=1.537, adv=1.830, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.21it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.21it/s, loss=4.504, pair=17.359, adv=2.192, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.62it/s, loss=4.504, pair=17.359, adv=2.192, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.62it/s, loss=3.848, pair=15.109, adv=1.874, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.01it/s, loss=3.848, pair=15.109, adv=1.874, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:03<00:10,  6.01it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:03<00:11,  5.64it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:04<00:11,  5.64it/s, loss=1.641, pair=5.973, adv=1.802, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:10,  6.03it/s, loss=1.641, pair=5.973, adv=1.802, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:10,  6.03it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.70it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:10,  5.70it/s, loss=0.328, pair=0.427, adv=1.961, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.11it/s, loss=0.328, pair=0.427, adv=1.961, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:09,  6.11it/s, loss=0.477, pair=0.825, adv=1.945, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.76it/s, loss=0.477, pair=0.825, adv=1.945, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:04<00:10,  5.76it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.16it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:04<00:09,  6.16it/s, loss=4.541, pair=17.297, adv=2.013, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:04<00:09,  5.89it/s, loss=4.541, pair=17.297, adv=2.013, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:05<00:09,  5.89it/s, loss=8.717, pair=35.406, adv=1.890, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:08,  6.25it/s, loss=8.717, pair=35.406, adv=1.890, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:08,  6.25it/s, loss=2.515, pair=9.484, adv=2.005, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.87it/s, loss=2.515, pair=9.484, adv=2.005, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.87it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.24it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.24it/s, loss=0.300, pair=0.325, adv=1.850, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.84it/s, loss=0.300, pair=0.325, adv=1.850, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:05<00:09,  5.84it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:05<00:08,  6.22it/s, loss=0.454, pair=0.919, adv=2.053, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:05<00:08,  5.91it/s, loss=0.454, pair=0.919, adv=2.053, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:06<00:08,  5.91it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:07,  6.29it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:07,  6.29it/s, loss=1.184, pair=3.961, adv=1.960, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.90it/s, loss=1.184, pair=3.961, adv=1.960, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.90it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.27it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.27it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.98it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:06<00:07,  5.98it/s, loss=6.561, pair=26.484, adv=1.808, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.32it/s, loss=6.561, pair=26.484, adv=1.808, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:06<00:07,  6.32it/s, loss=1.668, pair=5.949, adv=2.069, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:06<00:07,  5.90it/s, loss=1.668, pair=5.949, adv=2.069, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:07<00:07,  5.90it/s, loss=0.428, pair=0.841, adv=2.063, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.25it/s, loss=0.428, pair=0.841, adv=2.063, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.25it/s, loss=0.327, pair=0.419, adv=1.989, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.84it/s, loss=0.327, pair=0.419, adv=1.989, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.84it/s, loss=2.442, pair=9.312, adv=1.809, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.21it/s, loss=2.442, pair=9.312, adv=1.809, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:06,  6.21it/s, loss=2.073, pair=7.664, adv=2.007, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:06,  5.90it/s, loss=2.073, pair=7.664, adv=2.007, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:07<00:06,  5.90it/s, loss=1.011, pair=3.168, adv=2.321, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.26it/s, loss=1.011, pair=3.168, adv=2.321, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:07<00:06,  6.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:07<00:06,  5.85it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:08<00:06,  5.85it/s, loss=2.027, pair=7.523, adv=1.913, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.21it/s, loss=2.027, pair=7.523, adv=1.913, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.21it/s, loss=1.467, pair=5.121, adv=2.150, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.82it/s, loss=1.467, pair=5.121, adv=2.150, sprd=0.004
Ep 019/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.82it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.19it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.19it/s, loss=4.958, pair=18.484, adv=1.954, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.87it/s, loss=4.958, pair=18.484, adv=1.954, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:08<00:05,  5.87it/s, loss=2.640, pair=10.117, adv=1.761, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.24it/s, loss=2.640, pair=10.117, adv=1.761, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:08<00:05,  6.24it/s, loss=0.146, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:08<00:05,  5.80it/s, loss=0.146, pair=0.000, adv=0.000, sprd=0.005
Ep 019/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:09<00:05,  5.80it/s, loss=0.319, pair=0.497, adv=1.672, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.18it/s, loss=0.319, pair=0.497, adv=1.672, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.18it/s, loss=2.316, pair=8.656, adv=2.051, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.89it/s, loss=2.316, pair=8.656, adv=2.051, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.89it/s, loss=0.288, pair=0.325, adv=1.812, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.26it/s, loss=0.288, pair=0.325, adv=1.812, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.26it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.89it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:09<00:04,  5.89it/s, loss=1.841, pair=6.730, adv=1.995, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.22it/s, loss=1.841, pair=6.730, adv=1.995, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:09<00:04,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:09<00:04,  5.93it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:10<00:04,  5.93it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.29it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.29it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.80it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.80it/s, loss=0.295, pair=0.341, adv=1.812, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.16it/s, loss=0.295, pair=0.341, adv=1.812, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.16it/s, loss=2.727, pair=10.461, adv=1.866, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.77it/s, loss=2.727, pair=10.461, adv=1.866, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:10<00:03,  5.77it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.17it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:10<00:03,  6.17it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:10<00:03,  5.84it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:11<00:03,  5.84it/s, loss=0.436, pair=0.935, adv=1.832, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.22it/s, loss=0.436, pair=0.935, adv=1.832, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.22it/s, loss=2.002, pair=6.898, adv=1.941, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.86it/s, loss=2.002, pair=6.898, adv=1.941, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.86it/s, loss=0.288, pair=0.325, adv=1.801, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.22it/s, loss=0.288, pair=0.325, adv=1.801, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.22it/s, loss=1.956, pair=7.203, adv=1.957, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.81it/s, loss=1.956, pair=7.203, adv=1.957, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:11<00:02,  5.81it/s, loss=0.213, pair=0.028, adv=1.723, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.17it/s, loss=0.213, pair=0.028, adv=1.723, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:11<00:02,  6.17it/s, loss=3.025, pair=11.367, adv=1.972, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:11<00:02,  5.87it/s, loss=3.025, pair=11.367, adv=1.972, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:12<00:02,  5.87it/s, loss=5.575, pair=22.359, adv=1.824, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.20it/s, loss=5.575, pair=22.359, adv=1.824, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.20it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.89it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  5.89it/s, loss=2.468, pair=9.344, adv=2.031, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.26it/s, loss=2.468, pair=9.344, adv=2.031, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.26it/s, loss=4.939, pair=19.594, adv=2.039, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.78it/s, loss=4.939, pair=19.594, adv=2.039, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:12<00:01,  5.78it/s, loss=5.233, pair=20.812, adv=2.133, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.14it/s, loss=5.233, pair=20.812, adv=2.133, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:12<00:01,  6.14it/s, loss=0.336, pair=0.450, adv=1.958, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:12<00:01,  5.75it/s, loss=0.336, pair=0.450, adv=1.958, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:13<00:01,  5.75it/s, loss=1.246, pair=4.246, adv=1.992, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.13it/s, loss=1.246, pair=4.246, adv=1.992, sprd=0.003
Ep 019/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.13it/s, loss=4.045, pair=13.953, adv=1.970, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.72it/s, loss=4.045, pair=13.953, adv=1.970, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.72it/s, loss=6.834, pair=27.516, adv=1.986, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.11it/s, loss=6.834, pair=27.516, adv=1.986, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.11it/s, loss=4.353, pair=17.188, adv=1.946, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.71it/s, loss=4.353, pair=17.188, adv=1.946, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:13<00:00,  5.71it/s, loss=0.257, pair=0.028, adv=2.255, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.11it/s, loss=0.257, pair=0.028, adv=2.255, sprd=0.002
Ep 019/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:13<00:00,  6.11it/s, loss=5.725, pair=22.891, adv=2.005, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:13<00:00,  5.63it/s, loss=5.725, pair=22.891, adv=2.005, sprd=0.00
Ep 019/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:14<00:00,  5.63it/s, loss=2.434, pair=9.203, adv=1.947, sprd=0.002
Ep 019/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.03it/s, loss=2.434, pair=9.203, adv=1.947, sprd=0.002
Ep 019/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.03it/s, loss=0.181, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.57it/s, loss=0.181, pair=0.000, adv=0.000, sprd=0.002
Ep 019/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.57it/s, loss=0.359, pair=0.560, adv=1.916, sprd=0.003
Ep 019/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.00it/s, loss=0.359, pair=0.560, adv=1.916, sprd=0.003
                                                                                                              
Epoch 019/60 [S1→S2:ramp]  loss=1.6395  mat=0.1835  sens=6.4048  pair=5.9861  adv=1.3957(rand=3.37)  deg=0.0201  orth=0.0088  spread=0.0031  q_mean=52.3  q_std=20.5  α=0.26 β=0.24 γ=0.68 λ_grl=0.600  lr=8.04e-05  74s

Ep 020/60 [S1→S2:ramp]:   0%|                                                         | 0/444 [00:00<?, ?it/s]
Ep 020/60 [S1→S2:ramp]:   0%|          | 0/444 [00:00<?, ?it/s, loss=2.070, pair=6.762, adv=1.869, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:12,  3.35it/s, loss=2.070, pair=6.762, adv=1.869, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   0%|  | 1/444 [00:00<02:12,  3.35it/s, loss=2.520, pair=8.422, adv=1.956, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   0%|  | 2/444 [00:00<01:30,  4.88it/s, loss=2.520, pair=8.422, adv=1.956, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   0%| | 2/444 [00:00<01:30,  4.88it/s, loss=4.136, pair=14.422, adv=1.856, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   1%| | 3/444 [00:00<01:30,  4.87it/s, loss=4.136, pair=14.422, adv=1.856, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   1%|  | 3/444 [00:00<01:30,  4.87it/s, loss=0.448, pair=0.764, adv=1.856, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   1%|  | 4/444 [00:00<01:22,  5.33it/s, loss=0.448, pair=0.764, adv=1.856, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   1%|  | 4/444 [00:01<01:22,  5.33it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:28,  4.95it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   1%|  | 5/444 [00:01<01:28,  4.95it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:18,  5.57it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   1%|  | 6/444 [00:01<01:18,  5.57it/s, loss=1.704, pair=5.375, adv=1.927, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:21,  5.37it/s, loss=1.704, pair=5.375, adv=1.927, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   2%|  | 7/444 [00:01<01:21,  5.37it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:15,  5.79it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   2%|  | 8/444 [00:01<01:15,  5.79it/s, loss=0.506, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   2%|  | 9/444 [00:01<01:22,  5.26it/s, loss=0.506, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   2%| | 9/444 [00:01<01:22,  5.26it/s, loss=3.329, pair=11.469, adv=1.853, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   2%| | 10/444 [00:01<01:18,  5.54it/s, loss=3.329, pair=11.469, adv=1.853, sprd=0.002
Ep 020/60 [S1→S2:ramp]:   2%| | 10/444 [00:02<01:18,  5.54it/s, loss=3.115, pair=10.672, adv=1.867, sprd=0.002
Ep 020/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:23,  5.20it/s, loss=3.115, pair=10.672, adv=1.867, sprd=0.002
Ep 020/60 [S1→S2:ramp]:   2%| | 11/444 [00:02<01:23,  5.20it/s, loss=0.338, pair=0.356, adv=1.914, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:15,  5.70it/s, loss=0.338, pair=0.356, adv=1.914, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   3%| | 12/444 [00:02<01:15,  5.70it/s, loss=3.400, pair=11.641, adv=2.055, sprd=0.002
Ep 020/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:22,  5.21it/s, loss=3.400, pair=11.641, adv=2.055, sprd=0.002
Ep 020/60 [S1→S2:ramp]:   3%| | 13/444 [00:02<01:22,  5.21it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:18,  5.49it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   3%| | 14/444 [00:02<01:18,  5.49it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:19,  5.41it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   3%| | 15/444 [00:02<01:19,  5.41it/s, loss=1.988, pair=6.477, adv=1.875, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 16/444 [00:02<01:13,  5.79it/s, loss=1.988, pair=6.477, adv=1.875, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 16/444 [00:03<01:13,  5.79it/s, loss=0.141, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:16,  5.60it/s, loss=0.141, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 17/444 [00:03<01:16,  5.60it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:10,  6.01it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 18/444 [00:03<01:10,  6.01it/s, loss=1.840, pair=5.980, adv=1.749, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:17,  5.50it/s, loss=1.840, pair=5.980, adv=1.749, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   4%| | 19/444 [00:03<01:17,  5.50it/s, loss=7.917, pair=28.406, adv=1.990, sprd=0.002
Ep 020/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:14,  5.72it/s, loss=7.917, pair=28.406, adv=1.990, sprd=0.002
Ep 020/60 [S1→S2:ramp]:   5%| | 20/444 [00:03<01:14,  5.72it/s, loss=0.259, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   5%| | 21/444 [00:03<01:16,  5.53it/s, loss=0.259, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   5%| | 21/444 [00:04<01:16,  5.53it/s, loss=0.853, pair=2.262, adv=1.940, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   5%| | 22/444 [00:04<01:12,  5.79it/s, loss=0.853, pair=2.262, adv=1.940, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   5%| | 22/444 [00:04<01:12,  5.79it/s, loss=2.565, pair=8.297, adv=1.983, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:17,  5.44it/s, loss=2.565, pair=8.297, adv=1.983, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   5%| | 23/444 [00:04<01:17,  5.44it/s, loss=2.105, pair=6.871, adv=1.932, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:13,  5.68it/s, loss=2.105, pair=6.871, adv=1.932, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   5%| | 24/444 [00:04<01:13,  5.68it/s, loss=0.494, pair=0.958, adv=1.881, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:20,  5.23it/s, loss=0.494, pair=0.958, adv=1.881, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   6%| | 25/444 [00:04<01:20,  5.23it/s, loss=0.388, pair=0.450, adv=2.133, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   6%| | 26/444 [00:04<01:16,  5.50it/s, loss=0.388, pair=0.450, adv=2.133, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   6%| | 26/444 [00:05<01:16,  5.50it/s, loss=2.499, pair=8.391, adv=1.831, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   6%| | 27/444 [00:05<01:20,  5.20it/s, loss=2.499, pair=8.391, adv=1.831, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   6%| | 27/444 [00:05<01:20,  5.20it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   6%| | 28/444 [00:05<01:13,  5.68it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   6%| | 28/444 [00:05<01:13,  5.68it/s, loss=2.256, pair=7.457, adv=1.764, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:16,  5.45it/s, loss=2.256, pair=7.457, adv=1.764, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   7%| | 29/444 [00:05<01:16,  5.45it/s, loss=3.023, pair=10.250, adv=1.915, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:11,  5.76it/s, loss=3.023, pair=10.250, adv=1.915, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   7%| | 30/444 [00:05<01:11,  5.76it/s, loss=0.748, pair=1.913, adv=1.740, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:19,  5.20it/s, loss=0.748, pair=1.913, adv=1.740, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   7%| | 31/444 [00:05<01:19,  5.20it/s, loss=1.352, pair=4.008, adv=2.215, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   7%| | 32/444 [00:05<01:12,  5.67it/s, loss=1.352, pair=4.008, adv=2.215, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   7%| | 32/444 [00:06<01:12,  5.67it/s, loss=1.183, pair=3.184, adv=1.946, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   7%| | 33/444 [00:06<01:15,  5.43it/s, loss=1.183, pair=3.184, adv=1.946, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   7%| | 33/444 [00:06<01:15,  5.43it/s, loss=4.101, pair=14.203, adv=1.977, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   8%| | 34/444 [00:06<01:10,  5.85it/s, loss=4.101, pair=14.203, adv=1.977, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   8%| | 34/444 [00:06<01:10,  5.85it/s, loss=0.522, pair=1.044, adv=1.883, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:15,  5.44it/s, loss=0.522, pair=1.044, adv=1.883, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   8%| | 35/444 [00:06<01:15,  5.44it/s, loss=2.638, pair=8.898, adv=1.853, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:12,  5.64it/s, loss=2.638, pair=8.898, adv=1.853, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   8%| | 36/444 [00:06<01:12,  5.64it/s, loss=1.820, pair=5.441, adv=2.180, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:19,  5.12it/s, loss=1.820, pair=5.441, adv=2.180, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   8%| | 37/444 [00:06<01:19,  5.12it/s, loss=7.109, pair=25.375, adv=1.995, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   9%| | 38/444 [00:06<01:14,  5.42it/s, loss=7.109, pair=25.375, adv=1.995, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   9%| | 38/444 [00:07<01:14,  5.42it/s, loss=4.018, pair=13.961, adv=1.673, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   9%| | 39/444 [00:07<01:17,  5.21it/s, loss=4.018, pair=13.961, adv=1.673, sprd=0.003
Ep 020/60 [S1→S2:ramp]:   9%| | 39/444 [00:07<01:17,  5.21it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   9%| | 40/444 [00:07<01:10,  5.71it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   9%| | 40/444 [00:07<01:10,  5.71it/s, loss=0.292, pair=0.200, adv=1.814, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:18,  5.11it/s, loss=0.292, pair=0.200, adv=1.814, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:   9%| | 41/444 [00:07<01:18,  5.11it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:11,  5.62it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:   9%| | 42/444 [00:07<01:11,  5.62it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  10%| | 43/444 [00:07<01:14,  5.42it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  10%| | 43/444 [00:08<01:14,  5.42it/s, loss=5.780, pair=20.484, adv=1.967, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  10%| | 44/444 [00:08<01:08,  5.80it/s, loss=5.780, pair=20.484, adv=1.967, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  10%| | 44/444 [00:08<01:08,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  10%| | 45/444 [00:08<01:10,  5.67it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  10%| | 45/444 [00:08<01:10,  5.67it/s, loss=4.134, pair=14.367, adv=1.952, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  10%| | 46/444 [00:08<01:05,  6.05it/s, loss=4.134, pair=14.367, adv=1.952, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  10%| | 46/444 [00:08<01:05,  6.05it/s, loss=0.635, pair=1.138, adv=1.933, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:10,  5.66it/s, loss=0.635, pair=1.138, adv=1.933, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  11%| | 47/444 [00:08<01:10,  5.66it/s, loss=1.674, pair=5.344, adv=1.720, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:05,  6.03it/s, loss=1.674, pair=5.344, adv=1.720, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  11%| | 48/444 [00:08<01:05,  6.03it/s, loss=0.136, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  11%| | 49/444 [00:08<01:08,  5.80it/s, loss=0.136, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  11%| | 49/444 [00:09<01:08,  5.80it/s, loss=3.893, pair=13.516, adv=1.847, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  11%| | 50/444 [00:09<01:04,  6.14it/s, loss=3.893, pair=13.516, adv=1.847, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  11%| | 50/444 [00:09<01:04,  6.14it/s, loss=0.679, pair=1.606, adv=1.804, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  11%| | 51/444 [00:09<01:07,  5.83it/s, loss=0.679, pair=1.606, adv=1.804, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  11%| | 51/444 [00:09<01:07,  5.83it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  12%| | 52/444 [00:09<01:03,  6.21it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  12%| | 52/444 [00:09<01:03,  6.21it/s, loss=1.624, pair=4.828, adv=1.826, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:07,  5.80it/s, loss=1.624, pair=4.828, adv=1.826, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  12%| | 53/444 [00:09<01:07,  5.80it/s, loss=2.823, pair=9.500, adv=2.023, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.15it/s, loss=2.823, pair=9.500, adv=2.023, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  12%| | 54/444 [00:09<01:03,  6.15it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  12%| | 55/444 [00:09<01:07,  5.77it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  12%| | 55/444 [00:10<01:07,  5.77it/s, loss=2.132, pair=7.000, adv=1.937, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:10<01:02,  6.16it/s, loss=2.132, pair=7.000, adv=1.937, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 56/444 [00:10<01:02,  6.16it/s, loss=1.128, pair=3.262, adv=1.976, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:10<01:07,  5.74it/s, loss=1.128, pair=3.262, adv=1.976, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 57/444 [00:10<01:07,  5.74it/s, loss=0.770, pair=1.988, adv=1.763, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:10<01:03,  6.12it/s, loss=0.770, pair=1.988, adv=1.763, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 58/444 [00:10<01:03,  6.12it/s, loss=3.331, pair=11.344, adv=2.002, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.91it/s, loss=3.331, pair=11.344, adv=2.002, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  13%|▏| 59/444 [00:10<01:05,  5.91it/s, loss=2.852, pair=9.578, adv=2.089, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.26it/s, loss=2.852, pair=9.578, adv=2.089, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 60/444 [00:10<01:01,  6.26it/s, loss=0.910, pair=2.074, adv=2.008, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:10<01:05,  5.85it/s, loss=0.910, pair=2.074, adv=2.008, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 61/444 [00:11<01:05,  5.85it/s, loss=1.655, pair=5.219, adv=1.867, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:11<01:01,  6.21it/s, loss=1.655, pair=5.219, adv=1.867, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 62/444 [00:11<01:01,  6.21it/s, loss=0.657, pair=1.535, adv=1.673, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:11<01:04,  5.88it/s, loss=0.657, pair=1.535, adv=1.673, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 63/444 [00:11<01:04,  5.88it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:11<01:00,  6.26it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 64/444 [00:11<01:00,  6.26it/s, loss=1.454, pair=4.324, adv=2.070, sprd=0.007]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:07,  5.60it/s, loss=1.454, pair=4.324, adv=2.070, sprd=0.007]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 65/444 [00:11<01:07,  5.60it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.03it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 66/444 [00:11<01:02,  6.03it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:11<01:03,  5.92it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 67/444 [00:12<01:03,  5.92it/s, loss=0.319, pair=0.200, adv=1.932, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:12<00:59,  6.28it/s, loss=0.319, pair=0.200, adv=1.932, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 68/444 [00:12<00:59,  6.28it/s, loss=7.552, pair=27.047, adv=1.859, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:12<01:04,  5.85it/s, loss=7.552, pair=27.047, adv=1.859, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  16%|▏| 69/444 [00:12<01:04,  5.85it/s, loss=3.070, pair=10.453, adv=1.864, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:12<01:00,  6.20it/s, loss=3.070, pair=10.453, adv=1.864, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  16%|▏| 70/444 [00:12<01:00,  6.20it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:03,  5.91it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 71/444 [00:12<01:03,  5.91it/s, loss=2.095, pair=6.793, adv=2.053, sprd=0.006]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<00:59,  6.25it/s, loss=2.095, pair=6.793, adv=2.053, sprd=0.006]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 72/444 [00:12<00:59,  6.25it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:12<01:03,  5.84it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 73/444 [00:13<01:03,  5.84it/s, loss=0.365, pair=0.419, adv=1.807, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:13<00:59,  6.20it/s, loss=0.365, pair=0.419, adv=1.807, sprd=0.005]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 74/444 [00:13<00:59,  6.20it/s, loss=4.589, pair=16.078, adv=1.847, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:13<01:04,  5.70it/s, loss=4.589, pair=16.078, adv=1.847, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  17%|▏| 75/444 [00:13<01:04,  5.70it/s, loss=0.231, pair=0.012, adv=1.760, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:13<01:00,  6.11it/s, loss=0.231, pair=0.012, adv=1.760, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 76/444 [00:13<01:00,  6.11it/s, loss=0.380, pair=0.450, adv=2.005, sprd=0.006]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:04,  5.65it/s, loss=0.380, pair=0.450, adv=2.005, sprd=0.006]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 77/444 [00:13<01:04,  5.65it/s, loss=0.712, pair=1.747, adv=1.896, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<01:00,  6.07it/s, loss=0.712, pair=1.747, adv=1.896, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 78/444 [00:13<01:00,  6.07it/s, loss=9.378, pair=33.344, adv=1.759, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:13<01:04,  5.68it/s, loss=9.378, pair=33.344, adv=1.759, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  18%|▏| 79/444 [00:14<01:04,  5.68it/s, loss=6.521, pair=23.250, adv=1.979, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:14<00:59,  6.09it/s, loss=6.521, pair=23.250, adv=1.979, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  18%|▏| 80/444 [00:14<00:59,  6.09it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:14<01:03,  5.70it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 81/444 [00:14<01:03,  5.70it/s, loss=4.516, pair=15.750, adv=2.152, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:14<00:59,  6.12it/s, loss=4.516, pair=15.750, adv=2.152, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  18%|▏| 82/444 [00:14<00:59,  6.12it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:01,  5.85it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 83/444 [00:14<01:01,  5.85it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 84/444 [00:14<00:57,  6.24it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:14<01:01,  5.83it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 85/444 [00:15<01:01,  5.83it/s, loss=3.654, pair=12.641, adv=1.895, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:15<00:57,  6.19it/s, loss=3.654, pair=12.641, adv=1.895, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  19%|▏| 86/444 [00:15<00:57,  6.19it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:15<01:03,  5.66it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 87/444 [00:15<01:03,  5.66it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:15<00:58,  6.09it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 88/444 [00:15<00:58,  6.09it/s, loss=3.090, pair=10.586, adv=1.855, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.76it/s, loss=3.090, pair=10.586, adv=1.855, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  20%|▏| 89/444 [00:15<01:01,  5.76it/s, loss=3.245, pair=11.148, adv=1.885, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.16it/s, loss=3.245, pair=11.148, adv=1.885, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  20%|▏| 90/444 [00:15<00:57,  6.16it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:15<00:59,  5.94it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 91/444 [00:16<00:59,  5.94it/s, loss=1.543, pair=4.871, adv=1.705, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:16<00:55,  6.29it/s, loss=1.543, pair=4.871, adv=1.705, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 92/444 [00:16<00:55,  6.29it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:16<01:02,  5.66it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 93/444 [00:16<01:02,  5.66it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:57,  6.09it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 94/444 [00:16<00:57,  6.09it/s, loss=2.086, pair=6.824, adv=1.825, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<00:59,  5.91it/s, loss=2.086, pair=6.824, adv=1.825, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 95/444 [00:16<00:59,  5.91it/s, loss=0.236, pair=0.000, adv=1.852, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:55,  6.27it/s, loss=0.236, pair=0.000, adv=1.852, sprd=0.004]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 96/444 [00:16<00:55,  6.27it/s, loss=0.464, pair=0.262, adv=1.990, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:16<00:57,  5.99it/s, loss=0.464, pair=0.262, adv=1.990, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 97/444 [00:17<00:57,  5.99it/s, loss=2.378, pair=7.918, adv=1.883, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:17<00:54,  6.35it/s, loss=2.378, pair=7.918, adv=1.883, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 98/444 [00:17<00:54,  6.35it/s, loss=2.133, pair=7.027, adv=1.866, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:17<00:57,  6.01it/s, loss=2.133, pair=7.027, adv=1.866, sprd=0.002]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 99/444 [00:17<00:57,  6.01it/s, loss=0.272, pair=0.000, adv=2.270, sprd=0.003]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:54,  6.36it/s, loss=0.272, pair=0.000, adv=2.270, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  23%|▏| 100/444 [00:17<00:54,  6.36it/s, loss=0.345, pair=0.098, adv=1.942, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:57,  5.98it/s, loss=0.345, pair=0.098, adv=1.942, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  23%|▏| 101/444 [00:17<00:57,  5.98it/s, loss=1.754, pair=5.633, adv=1.794, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:53,  6.33it/s, loss=1.754, pair=5.633, adv=1.794, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  23%|▏| 102/444 [00:17<00:53,  6.33it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:17<00:57,  5.89it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  23%|▏| 103/444 [00:18<00:57,  5.89it/s, loss=1.606, pair=5.109, adv=1.753, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:18<00:54,  6.26it/s, loss=1.606, pair=5.109, adv=1.753, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  23%|▏| 104/444 [00:18<00:54,  6.26it/s, loss=4.825, pair=17.031, adv=1.755, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:18<00:56,  5.96it/s, loss=4.825, pair=17.031, adv=1.755, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  24%|▏| 105/444 [00:18<00:56,  5.96it/s, loss=2.428, pair=8.000, adv=2.123, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:53,  6.28it/s, loss=2.428, pair=8.000, adv=2.123, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  24%|▏| 106/444 [00:18<00:53,  6.28it/s, loss=3.440, pair=11.891, adv=1.736, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.81it/s, loss=3.440, pair=11.891, adv=1.736, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  24%|▏| 107/444 [00:18<00:57,  5.81it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.19it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  24%|▏| 108/444 [00:18<00:54,  6.19it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:18<00:57,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  25%|▏| 109/444 [00:19<00:57,  5.86it/s, loss=0.241, pair=0.000, adv=1.907, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:19<00:53,  6.22it/s, loss=0.241, pair=0.000, adv=1.907, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  25%|▏| 110/444 [00:19<00:53,  6.22it/s, loss=3.069, pair=10.484, adv=1.824, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:19<00:57,  5.79it/s, loss=3.069, pair=10.484, adv=1.824, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  25%|▎| 111/444 [00:19<00:57,  5.79it/s, loss=0.559, pair=1.138, adv=1.986, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:53,  6.17it/s, loss=0.559, pair=1.138, adv=1.986, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  25%|▎| 112/444 [00:19<00:53,  6.17it/s, loss=2.636, pair=8.875, adv=1.808, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:57,  5.75it/s, loss=2.636, pair=8.875, adv=1.808, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  25%|▎| 113/444 [00:19<00:57,  5.75it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.13it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  26%|▎| 114/444 [00:19<00:53,  6.13it/s, loss=0.240, pair=0.000, adv=1.846, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:19<00:57,  5.71it/s, loss=0.240, pair=0.000, adv=1.846, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  26%|▎| 115/444 [00:20<00:57,  5.71it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:20<00:53,  6.11it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  26%|▎| 116/444 [00:20<00:53,  6.11it/s, loss=0.621, pair=1.419, adv=1.805, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:20<00:56,  5.81it/s, loss=0.621, pair=1.419, adv=1.805, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  26%|▎| 117/444 [00:20<00:56,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:52,  6.18it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  27%|▎| 118/444 [00:20<00:52,  6.18it/s, loss=3.658, pair=12.438, adv=1.738, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.83it/s, loss=3.658, pair=12.438, adv=1.738, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  27%|▎| 119/444 [00:20<00:55,  5.83it/s, loss=0.236, pair=0.000, adv=1.815, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.21it/s, loss=0.236, pair=0.000, adv=1.815, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  27%|▎| 120/444 [00:20<00:52,  6.21it/s, loss=2.242, pair=7.449, adv=1.828, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:20<00:55,  5.87it/s, loss=2.242, pair=7.449, adv=1.828, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  27%|▎| 121/444 [00:21<00:55,  5.87it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:21<00:51,  6.25it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  27%|▎| 122/444 [00:21<00:51,  6.25it/s, loss=2.882, pair=9.781, adv=1.935, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:21<00:55,  5.81it/s, loss=2.882, pair=9.781, adv=1.935, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 123/444 [00:21<00:55,  5.81it/s, loss=0.582, pair=1.216, adv=2.014, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:51,  6.18it/s, loss=0.582, pair=1.216, adv=2.014, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 124/444 [00:21<00:51,  6.18it/s, loss=0.735, pair=1.841, adv=1.959, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.86it/s, loss=0.735, pair=1.841, adv=1.959, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 125/444 [00:21<00:54,  5.86it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:50,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  28%|▎| 126/444 [00:21<00:50,  6.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:21<00:54,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  29%|▎| 127/444 [00:22<00:54,  5.78it/s, loss=7.465, pair=26.734, adv=1.968, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:22<00:51,  6.16it/s, loss=7.465, pair=26.734, adv=1.968, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  29%|▎| 128/444 [00:22<00:51,  6.16it/s, loss=1.464, pair=4.504, adv=1.911, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:22<00:54,  5.83it/s, loss=1.464, pair=4.504, adv=1.911, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  29%|▎| 129/444 [00:22<00:54,  5.83it/s, loss=0.302, pair=0.200, adv=1.987, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:50,  6.20it/s, loss=0.302, pair=0.200, adv=1.987, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  29%|▎| 130/444 [00:22<00:50,  6.20it/s, loss=5.589, pair=19.766, adv=1.935, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:53,  5.84it/s, loss=5.589, pair=19.766, adv=1.935, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  30%|▎| 131/444 [00:22<00:53,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  30%|▎| 132/444 [00:22<00:50,  6.22it/s, loss=0.274, pair=0.137, adv=1.753, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:22<00:52,  5.92it/s, loss=0.274, pair=0.137, adv=1.753, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  30%|▎| 133/444 [00:23<00:52,  5.92it/s, loss=1.386, pair=4.262, adv=1.825, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:23<00:49,  6.28it/s, loss=1.386, pair=4.262, adv=1.825, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  30%|▎| 134/444 [00:23<00:49,  6.28it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:23<00:51,  5.94it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  30%|▎| 135/444 [00:23<00:51,  5.94it/s, loss=3.439, pair=11.859, adv=1.962, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:48,  6.30it/s, loss=3.439, pair=11.859, adv=1.962, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  31%|▎| 136/444 [00:23<00:48,  6.30it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.85it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  31%|▎| 137/444 [00:23<00:52,  5.85it/s, loss=0.377, pair=0.341, adv=2.226, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.23it/s, loss=0.377, pair=0.341, adv=2.226, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  31%|▎| 138/444 [00:23<00:49,  6.23it/s, loss=4.523, pair=15.898, adv=1.819, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:23<00:52,  5.80it/s, loss=4.523, pair=15.898, adv=1.819, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  31%|▎| 139/444 [00:24<00:52,  5.80it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:24<00:49,  6.19it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  32%|▎| 140/444 [00:24<00:49,  6.19it/s, loss=2.550, pair=8.570, adv=1.891, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:24<00:51,  5.87it/s, loss=2.550, pair=8.570, adv=1.891, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  32%|▎| 141/444 [00:24<00:51,  5.87it/s, loss=3.781, pair=13.109, adv=1.916, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.20it/s, loss=3.781, pair=13.109, adv=1.916, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  32%|▎| 142/444 [00:24<00:48,  6.20it/s, loss=2.769, pair=8.969, adv=2.176, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.81it/s, loss=2.769, pair=8.969, adv=2.176, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  32%|▎| 143/444 [00:24<00:51,  5.81it/s, loss=0.972, pair=2.699, adv=1.870, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.15it/s, loss=0.972, pair=2.699, adv=1.870, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  32%|▎| 144/444 [00:24<00:48,  6.15it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:24<00:50,  5.89it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  33%|▎| 145/444 [00:25<00:50,  5.89it/s, loss=4.007, pair=13.828, adv=2.214, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:25<00:47,  6.23it/s, loss=4.007, pair=13.828, adv=2.214, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  33%|▎| 146/444 [00:25<00:47,  6.23it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:25<00:50,  5.91it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  33%|▎| 147/444 [00:25<00:50,  5.91it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:47,  6.28it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  33%|▎| 148/444 [00:25<00:47,  6.28it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.86it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  34%|▎| 149/444 [00:25<00:50,  5.86it/s, loss=2.700, pair=9.078, adv=1.961, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=2.700, pair=9.078, adv=1.961, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  34%|▎| 150/444 [00:25<00:47,  6.20it/s, loss=0.293, pair=0.137, adv=2.043, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:25<00:49,  5.90it/s, loss=0.293, pair=0.137, adv=2.043, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  34%|▎| 151/444 [00:26<00:49,  5.90it/s, loss=1.409, pair=4.293, adv=1.914, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:26<00:46,  6.25it/s, loss=1.409, pair=4.293, adv=1.914, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  34%|▎| 152/444 [00:26<00:46,  6.25it/s, loss=3.391, pair=11.609, adv=2.051, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:26<00:49,  5.86it/s, loss=3.391, pair=11.609, adv=2.051, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  34%|▎| 153/444 [00:26<00:49,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:46,  6.22it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  35%|▎| 154/444 [00:26<00:46,  6.22it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.89it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  35%|▎| 155/444 [00:26<00:49,  5.89it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.25it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  35%|▎| 156/444 [00:26<00:46,  6.25it/s, loss=2.748, pair=9.266, adv=1.972, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:26<00:49,  5.75it/s, loss=2.748, pair=9.266, adv=1.972, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  35%|▎| 157/444 [00:27<00:49,  5.75it/s, loss=0.241, pair=0.000, adv=1.913, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:27<00:46,  6.12it/s, loss=0.241, pair=0.000, adv=1.913, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  36%|▎| 158/444 [00:27<00:46,  6.12it/s, loss=0.614, pair=1.341, adv=2.054, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:27<00:50,  5.66it/s, loss=0.614, pair=1.341, adv=2.054, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  36%|▎| 159/444 [00:27<00:50,  5.66it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:46,  6.06it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  36%|▎| 160/444 [00:27<00:46,  6.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:49,  5.75it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  36%|▎| 161/444 [00:27<00:49,  5.75it/s, loss=3.756, pair=12.922, adv=2.138, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:46,  6.12it/s, loss=3.756, pair=12.922, adv=2.138, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  36%|▎| 162/444 [00:27<00:46,  6.12it/s, loss=0.491, pair=0.927, adv=1.943, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:27<00:47,  5.86it/s, loss=0.491, pair=0.927, adv=1.943, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  37%|▎| 163/444 [00:28<00:47,  5.86it/s, loss=5.391, pair=19.016, adv=2.073, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:28<00:44,  6.23it/s, loss=5.391, pair=19.016, adv=2.073, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  37%|▎| 164/444 [00:28<00:44,  6.23it/s, loss=2.054, pair=6.699, adv=1.977, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:28<00:47,  5.86it/s, loss=2.054, pair=6.699, adv=1.977, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  37%|▎| 165/444 [00:28<00:47,  5.86it/s, loss=3.229, pair=11.102, adv=1.841, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:44,  6.23it/s, loss=3.229, pair=11.102, adv=1.841, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  37%|▎| 166/444 [00:28<00:44,  6.23it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:48,  5.75it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  38%|▍| 167/444 [00:28<00:48,  5.75it/s, loss=3.014, pair=10.266, adv=1.940, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.14it/s, loss=3.014, pair=10.266, adv=1.940, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  38%|▍| 168/444 [00:28<00:44,  6.14it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:28<00:46,  5.86it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  38%|▍| 169/444 [00:29<00:46,  5.86it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:29<00:43,  6.25it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  38%|▍| 170/444 [00:29<00:43,  6.25it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:29<00:46,  5.85it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 171/444 [00:29<00:46,  5.85it/s, loss=2.584, pair=8.672, adv=1.903, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:44,  6.18it/s, loss=2.584, pair=8.672, adv=1.903, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  39%|▍| 172/444 [00:29<00:44,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:46,  5.78it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 173/444 [00:29<00:46,  5.78it/s, loss=0.361, pair=0.434, adv=1.931, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.16it/s, loss=0.361, pair=0.434, adv=1.931, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 174/444 [00:29<00:43,  6.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:29<00:46,  5.80it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  39%|▍| 175/444 [00:30<00:46,  5.80it/s, loss=3.041, pair=10.375, adv=1.961, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:30<00:43,  6.17it/s, loss=3.041, pair=10.375, adv=1.961, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  40%|▍| 176/444 [00:30<00:43,  6.17it/s, loss=4.187, pair=14.516, adv=2.085, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:30<00:47,  5.67it/s, loss=4.187, pair=14.516, adv=2.085, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  40%|▍| 177/444 [00:30<00:47,  5.67it/s, loss=2.625, pair=8.766, adv=2.111, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:43,  6.08it/s, loss=2.625, pair=8.766, adv=2.111, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  40%|▍| 178/444 [00:30<00:43,  6.08it/s, loss=2.616, pair=8.773, adv=1.934, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:47,  5.59it/s, loss=2.616, pair=8.773, adv=1.934, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  40%|▍| 179/444 [00:30<00:47,  5.59it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:43,  6.00it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  41%|▍| 180/444 [00:30<00:43,  6.00it/s, loss=2.407, pair=7.859, adv=2.178, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:30<00:46,  5.66it/s, loss=2.407, pair=7.859, adv=2.178, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  41%|▍| 181/444 [00:31<00:46,  5.66it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:31<00:43,  6.07it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  41%|▍| 182/444 [00:31<00:43,  6.07it/s, loss=1.554, pair=4.828, adv=2.064, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:31<00:45,  5.77it/s, loss=1.554, pair=4.828, adv=2.064, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  41%|▍| 183/444 [00:31<00:45,  5.77it/s, loss=1.121, pair=3.254, adv=1.989, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:42,  6.15it/s, loss=1.121, pair=3.254, adv=1.989, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  41%|▍| 184/444 [00:31<00:42,  6.15it/s, loss=3.300, pair=11.328, adv=1.950, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:44,  5.78it/s, loss=3.300, pair=11.328, adv=1.950, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  42%|▍| 185/444 [00:31<00:44,  5.78it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  42%|▍| 186/444 [00:31<00:41,  6.16it/s, loss=2.214, pair=7.219, adv=2.140, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:31<00:45,  5.68it/s, loss=2.214, pair=7.219, adv=2.140, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  42%|▍| 187/444 [00:32<00:45,  5.68it/s, loss=2.165, pair=7.168, adv=1.856, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:32<00:42,  6.05it/s, loss=2.165, pair=7.168, adv=1.856, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  42%|▍| 188/444 [00:32<00:42,  6.05it/s, loss=4.790, pair=16.266, adv=2.033, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:32<00:44,  5.78it/s, loss=4.790, pair=16.266, adv=2.033, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  43%|▍| 189/444 [00:32<00:44,  5.78it/s, loss=0.734, pair=1.799, adv=2.003, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:41,  6.15it/s, loss=0.734, pair=1.799, adv=2.003, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 190/444 [00:32<00:41,  6.15it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:43,  5.79it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 191/444 [00:32<00:43,  5.79it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.17it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 192/444 [00:32<00:40,  6.17it/s, loss=2.224, pair=7.324, adv=1.918, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:32<00:44,  5.66it/s, loss=2.224, pair=7.324, adv=1.918, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  43%|▍| 193/444 [00:33<00:44,  5.66it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:33<00:41,  6.07it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  44%|▍| 194/444 [00:33<00:41,  6.07it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:33<00:43,  5.77it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  44%|▍| 195/444 [00:33<00:43,  5.77it/s, loss=4.414, pair=15.391, adv=2.091, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:40,  6.13it/s, loss=4.414, pair=15.391, adv=2.091, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  44%|▍| 196/444 [00:33<00:40,  6.13it/s, loss=0.368, pair=0.450, adv=1.967, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.85it/s, loss=0.368, pair=0.450, adv=1.967, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  44%|▍| 197/444 [00:33<00:42,  5.85it/s, loss=8.085, pair=29.078, adv=1.843, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.20it/s, loss=8.085, pair=29.078, adv=1.843, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  45%|▍| 198/444 [00:33<00:39,  6.20it/s, loss=0.510, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:33<00:41,  5.91it/s, loss=0.510, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  45%|▍| 199/444 [00:34<00:41,  5.91it/s, loss=1.247, pair=3.676, adv=2.019, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:34<00:39,  6.26it/s, loss=1.247, pair=3.676, adv=2.019, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  45%|▍| 200/444 [00:34<00:39,  6.26it/s, loss=4.018, pair=13.906, adv=2.122, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:34<00:41,  5.85it/s, loss=4.018, pair=13.906, adv=2.122, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  45%|▍| 201/444 [00:34<00:41,  5.85it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:38,  6.23it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  45%|▍| 202/444 [00:34<00:38,  6.23it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.81it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  46%|▍| 203/444 [00:34<00:41,  5.81it/s, loss=5.052, pair=17.797, adv=2.033, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.18it/s, loss=5.052, pair=17.797, adv=2.033, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  46%|▍| 204/444 [00:34<00:38,  6.18it/s, loss=1.761, pair=5.586, adv=2.053, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:34<00:41,  5.77it/s, loss=1.761, pair=5.586, adv=2.053, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  46%|▍| 205/444 [00:35<00:41,  5.77it/s, loss=3.253, pair=11.031, adv=2.202, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:35<00:38,  6.15it/s, loss=3.253, pair=11.031, adv=2.202, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  46%|▍| 206/444 [00:35<00:38,  6.15it/s, loss=0.398, pair=0.450, adv=1.853, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:35<00:41,  5.76it/s, loss=0.398, pair=0.450, adv=1.853, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  47%|▍| 207/444 [00:35<00:41,  5.76it/s, loss=0.859, pair=2.256, adv=1.999, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:38,  6.14it/s, loss=0.859, pair=2.256, adv=1.999, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  47%|▍| 208/444 [00:35<00:38,  6.14it/s, loss=0.375, pair=0.419, adv=1.996, sprd=0.007
Ep 020/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.74it/s, loss=0.375, pair=0.419, adv=1.996, sprd=0.007
Ep 020/60 [S1→S2:ramp]:  47%|▍| 209/444 [00:35<00:40,  5.74it/s, loss=10.174, pair=36.750, adv=2.025, sprd=0.0
Ep 020/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.13it/s, loss=10.174, pair=36.750, adv=2.025, sprd=0.0
Ep 020/60 [S1→S2:ramp]:  47%|▍| 210/444 [00:35<00:38,  6.13it/s, loss=4.985, pair=17.453, adv=2.181, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:35<00:40,  5.82it/s, loss=4.985, pair=17.453, adv=2.181, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  48%|▍| 211/444 [00:36<00:40,  5.82it/s, loss=0.769, pair=1.919, adv=2.002, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:36<00:37,  6.19it/s, loss=0.769, pair=1.919, adv=2.002, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  48%|▍| 212/444 [00:36<00:37,  6.19it/s, loss=1.221, pair=3.324, adv=1.865, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:36<00:40,  5.73it/s, loss=1.221, pair=3.324, adv=1.865, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  48%|▍| 213/444 [00:36<00:40,  5.73it/s, loss=1.091, pair=3.105, adv=1.899, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:37,  6.10it/s, loss=1.091, pair=3.105, adv=1.899, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  48%|▍| 214/444 [00:36<00:37,  6.10it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.81it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  48%|▍| 215/444 [00:36<00:39,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.19it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  49%|▍| 216/444 [00:36<00:36,  6.19it/s, loss=2.640, pair=8.836, adv=1.884, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:36<00:38,  5.83it/s, loss=2.640, pair=8.836, adv=1.884, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  49%|▍| 217/444 [00:37<00:38,  5.83it/s, loss=3.511, pair=12.117, adv=1.762, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:37<00:36,  6.19it/s, loss=3.511, pair=12.117, adv=1.762, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  49%|▍| 218/444 [00:37<00:36,  6.19it/s, loss=0.337, pair=0.319, adv=1.931, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:37<00:38,  5.87it/s, loss=0.337, pair=0.319, adv=1.931, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  49%|▍| 219/444 [00:37<00:38,  5.87it/s, loss=0.962, pair=2.574, adv=2.086, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:35,  6.23it/s, loss=0.962, pair=2.574, adv=2.086, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  50%|▍| 220/444 [00:37<00:35,  6.23it/s, loss=0.633, pair=1.419, adv=1.884, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:38,  5.85it/s, loss=0.633, pair=1.419, adv=1.884, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  50%|▍| 221/444 [00:37<00:38,  5.85it/s, loss=2.535, pair=8.469, adv=1.926, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.22it/s, loss=2.535, pair=8.469, adv=1.926, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  50%|▌| 222/444 [00:37<00:35,  6.22it/s, loss=2.385, pair=7.805, adv=2.149, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:37<00:37,  5.83it/s, loss=2.385, pair=7.805, adv=2.149, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  50%|▌| 223/444 [00:38<00:37,  5.83it/s, loss=1.930, pair=6.105, adv=2.170, sprd=0.007
Ep 020/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:38<00:35,  6.21it/s, loss=1.930, pair=6.105, adv=2.170, sprd=0.007
Ep 020/60 [S1→S2:ramp]:  50%|▌| 224/444 [00:38<00:35,  6.21it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.007
Ep 020/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:38<00:38,  5.63it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.007
Ep 020/60 [S1→S2:ramp]:  51%|▌| 225/444 [00:38<00:38,  5.63it/s, loss=2.347, pair=7.781, adv=1.983, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:36,  6.05it/s, loss=2.347, pair=7.781, adv=1.983, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  51%|▌| 226/444 [00:38<00:36,  6.05it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:38,  5.65it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  51%|▌| 227/444 [00:38<00:38,  5.65it/s, loss=0.599, pair=1.231, adv=1.953, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:35,  6.07it/s, loss=0.599, pair=1.231, adv=1.953, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  51%|▌| 228/444 [00:38<00:35,  6.07it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:38<00:36,  5.82it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  52%|▌| 229/444 [00:39<00:36,  5.82it/s, loss=0.403, pair=0.591, adv=1.916, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:39<00:34,  6.21it/s, loss=0.403, pair=0.591, adv=1.916, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  52%|▌| 230/444 [00:39<00:34,  6.21it/s, loss=0.666, pair=1.488, adv=2.193, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:39<00:37,  5.69it/s, loss=0.666, pair=1.488, adv=2.193, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  52%|▌| 231/444 [00:39<00:37,  5.69it/s, loss=4.584, pair=16.031, adv=2.054, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:34,  6.10it/s, loss=4.584, pair=16.031, adv=2.054, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  52%|▌| 232/444 [00:39<00:34,  6.10it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.85it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  52%|▌| 233/444 [00:39<00:36,  5.85it/s, loss=5.139, pair=18.047, adv=2.090, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.22it/s, loss=5.139, pair=18.047, adv=2.090, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  53%|▌| 234/444 [00:39<00:33,  6.22it/s, loss=1.994, pair=6.461, adv=1.902, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:39<00:36,  5.77it/s, loss=1.994, pair=6.461, adv=1.902, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  53%|▌| 235/444 [00:40<00:36,  5.77it/s, loss=0.650, pair=1.481, adv=2.005, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:40<00:33,  6.16it/s, loss=0.650, pair=1.481, adv=2.005, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  53%|▌| 236/444 [00:40<00:33,  6.16it/s, loss=2.190, pair=7.215, adv=1.804, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:40<00:35,  5.76it/s, loss=2.190, pair=7.215, adv=1.804, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  53%|▌| 237/444 [00:40<00:35,  5.76it/s, loss=1.077, pair=3.004, adv=2.128, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.12it/s, loss=1.077, pair=3.004, adv=2.128, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  54%|▌| 238/444 [00:40<00:33,  6.12it/s, loss=0.428, pair=0.700, adv=1.822, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:36,  5.66it/s, loss=0.428, pair=0.700, adv=1.822, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  54%|▌| 239/444 [00:40<00:36,  5.66it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.09it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  54%|▌| 240/444 [00:40<00:33,  6.09it/s, loss=0.356, pair=0.387, adv=1.939, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:40<00:35,  5.68it/s, loss=0.356, pair=0.387, adv=1.939, sprd=0.006
Ep 020/60 [S1→S2:ramp]:  54%|▌| 241/444 [00:41<00:35,  5.68it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:41<00:33,  6.11it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  55%|▌| 242/444 [00:41<00:33,  6.11it/s, loss=4.194, pair=14.602, adv=2.050, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:41<00:35,  5.72it/s, loss=4.194, pair=14.602, adv=2.050, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  55%|▌| 243/444 [00:41<00:35,  5.72it/s, loss=0.251, pair=0.075, adv=1.799, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.10it/s, loss=0.251, pair=0.075, adv=1.799, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  55%|▌| 244/444 [00:41<00:32,  6.10it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.76it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  55%|▌| 245/444 [00:41<00:34,  5.76it/s, loss=0.558, pair=1.106, adv=2.154, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.15it/s, loss=0.558, pair=1.106, adv=2.154, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  55%|▌| 246/444 [00:41<00:32,  6.15it/s, loss=4.493, pair=15.688, adv=2.015, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:41<00:33,  5.87it/s, loss=4.493, pair=15.688, adv=2.015, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  56%|▌| 247/444 [00:42<00:33,  5.87it/s, loss=0.262, pair=0.012, adv=2.136, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:42<00:31,  6.24it/s, loss=0.262, pair=0.012, adv=2.136, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  56%|▌| 248/444 [00:42<00:31,  6.24it/s, loss=0.825, pair=2.184, adv=1.839, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:42<00:33,  5.79it/s, loss=0.825, pair=2.184, adv=1.839, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  56%|▌| 249/444 [00:42<00:33,  5.79it/s, loss=2.567, pair=8.500, adv=2.213, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.18it/s, loss=2.567, pair=8.500, adv=2.213, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  56%|▌| 250/444 [00:42<00:31,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:33,  5.72it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 251/444 [00:42<00:33,  5.72it/s, loss=0.371, pair=0.419, adv=2.033, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:42<00:31,  6.10it/s, loss=0.371, pair=0.419, adv=2.033, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 252/444 [00:43<00:31,  6.10it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:43<00:32,  5.82it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  57%|▌| 253/444 [00:43<00:32,  5.82it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:43<00:30,  6.22it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 254/444 [00:43<00:30,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:43<00:32,  5.88it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  57%|▌| 255/444 [00:43<00:32,  5.88it/s, loss=5.794, pair=20.500, adv=2.150, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:30,  6.25it/s, loss=5.794, pair=20.500, adv=2.150, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  58%|▌| 256/444 [00:43<00:30,  6.25it/s, loss=0.486, pair=0.919, adv=1.874, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:31,  5.95it/s, loss=0.486, pair=0.919, adv=1.874, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  58%|▌| 257/444 [00:43<00:31,  5.95it/s, loss=3.851, pair=13.406, adv=1.860, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.27it/s, loss=3.851, pair=13.406, adv=1.860, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  58%|▌| 258/444 [00:43<00:29,  6.27it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:43<00:31,  5.96it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  58%|▌| 259/444 [00:44<00:31,  5.96it/s, loss=0.547, pair=1.075, adv=2.060, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:44<00:29,  6.31it/s, loss=0.547, pair=1.075, adv=2.060, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 260/444 [00:44<00:29,  6.31it/s, loss=0.331, pair=0.231, adv=2.052, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:44<00:31,  5.72it/s, loss=0.331, pair=0.231, adv=2.052, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 261/444 [00:44<00:31,  5.72it/s, loss=2.568, pair=8.594, adv=1.978, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.11it/s, loss=2.568, pair=8.594, adv=1.978, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 262/444 [00:44<00:29,  6.11it/s, loss=2.869, pair=9.680, adv=2.026, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:31,  5.81it/s, loss=2.869, pair=9.680, adv=2.026, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  59%|▌| 263/444 [00:44<00:31,  5.81it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:44<00:29,  6.20it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  59%|▌| 264/444 [00:45<00:29,  6.20it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:45<00:31,  5.71it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  60%|▌| 265/444 [00:45<00:31,  5.71it/s, loss=1.527, pair=4.797, adv=1.768, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:45<00:29,  6.10it/s, loss=1.527, pair=4.797, adv=1.768, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  60%|▌| 266/444 [00:45<00:29,  6.10it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:45<00:30,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  60%|▌| 267/444 [00:45<00:30,  5.84it/s, loss=6.254, pair=22.266, adv=2.001, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.21it/s, loss=6.254, pair=22.266, adv=2.001, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  60%|▌| 268/444 [00:45<00:28,  6.21it/s, loss=0.562, pair=1.169, adv=1.863, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:31,  5.60it/s, loss=0.562, pair=1.169, adv=1.863, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  61%|▌| 269/444 [00:45<00:31,  5.60it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:45<00:28,  6.03it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  61%|▌| 270/444 [00:46<00:28,  6.03it/s, loss=2.873, pair=9.734, adv=1.962, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:46<00:30,  5.70it/s, loss=2.873, pair=9.734, adv=1.962, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  61%|▌| 271/444 [00:46<00:30,  5.70it/s, loss=2.133, pair=6.969, adv=1.993, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:46<00:28,  6.11it/s, loss=2.133, pair=6.969, adv=1.993, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  61%|▌| 272/444 [00:46<00:28,  6.11it/s, loss=0.251, pair=0.075, adv=1.790, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:46<00:30,  5.70it/s, loss=0.251, pair=0.075, adv=1.790, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  61%|▌| 273/444 [00:46<00:30,  5.70it/s, loss=0.264, pair=0.000, adv=2.079, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:27,  6.09it/s, loss=0.264, pair=0.000, adv=2.079, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  62%|▌| 274/444 [00:46<00:27,  6.09it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  62%|▌| 275/444 [00:46<00:29,  5.77it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:46<00:27,  6.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  62%|▌| 276/444 [00:47<00:27,  6.16it/s, loss=0.148, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:47<00:28,  5.90it/s, loss=0.148, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  62%|▌| 277/444 [00:47<00:28,  5.90it/s, loss=0.551, pair=1.185, adv=1.864, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:47<00:26,  6.23it/s, loss=0.551, pair=1.185, adv=1.864, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  63%|▋| 278/444 [00:47<00:26,  6.23it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:47<00:28,  5.83it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  63%|▋| 279/444 [00:47<00:28,  5.83it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:26,  6.21it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  63%|▋| 280/444 [00:47<00:26,  6.21it/s, loss=0.626, pair=1.263, adv=2.095, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.81it/s, loss=0.626, pair=1.263, adv=2.095, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  63%|▋| 281/444 [00:47<00:28,  5.81it/s, loss=0.665, pair=1.549, adv=2.029, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:47<00:26,  6.17it/s, loss=0.665, pair=1.549, adv=2.029, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  64%|▋| 282/444 [00:48<00:26,  6.17it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:48<00:27,  5.85it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  64%|▋| 283/444 [00:48<00:27,  5.85it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:48<00:25,  6.24it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  64%|▋| 284/444 [00:48<00:25,  6.24it/s, loss=1.912, pair=6.102, adv=2.062, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:48<00:26,  6.00it/s, loss=1.912, pair=6.102, adv=2.062, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  64%|▋| 285/444 [00:48<00:26,  6.00it/s, loss=5.955, pair=21.078, adv=2.160, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:25,  6.31it/s, loss=5.955, pair=21.078, adv=2.160, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  64%|▋| 286/444 [00:48<00:25,  6.31it/s, loss=1.854, pair=5.922, adv=2.061, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:26,  5.95it/s, loss=1.854, pair=5.922, adv=2.061, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  65%|▋| 287/444 [00:48<00:26,  5.95it/s, loss=3.042, pair=10.344, adv=2.016, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:48<00:24,  6.29it/s, loss=3.042, pair=10.344, adv=2.016, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  65%|▋| 288/444 [00:49<00:24,  6.29it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:49<00:27,  5.73it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  65%|▋| 289/444 [00:49<00:27,  5.73it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:49<00:25,  6.14it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  65%|▋| 290/444 [00:49<00:25,  6.14it/s, loss=3.025, pair=10.219, adv=2.013, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:49<00:26,  5.88it/s, loss=3.025, pair=10.219, adv=2.013, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  66%|▋| 291/444 [00:49<00:26,  5.88it/s, loss=0.266, pair=0.075, adv=1.965, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:24,  6.23it/s, loss=0.266, pair=0.075, adv=1.965, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  66%|▋| 292/444 [00:49<00:24,  6.23it/s, loss=0.328, pair=0.200, adv=2.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:25,  5.83it/s, loss=0.328, pair=0.200, adv=2.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  66%|▋| 293/444 [00:49<00:25,  5.83it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:49<00:24,  6.21it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  66%|▋| 294/444 [00:50<00:24,  6.21it/s, loss=3.889, pair=13.422, adv=2.015, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:50<00:26,  5.64it/s, loss=3.889, pair=13.422, adv=2.015, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  66%|▋| 295/444 [00:50<00:26,  5.64it/s, loss=0.968, pair=2.684, adv=1.922, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:50<00:24,  6.06it/s, loss=0.968, pair=2.684, adv=1.922, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  67%|▋| 296/444 [00:50<00:24,  6.06it/s, loss=6.028, pair=21.375, adv=2.035, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:50<00:25,  5.85it/s, loss=6.028, pair=21.375, adv=2.035, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  67%|▋| 297/444 [00:50<00:25,  5.85it/s, loss=0.378, pair=0.450, adv=2.027, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.21it/s, loss=0.378, pair=0.450, adv=2.027, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  67%|▋| 298/444 [00:50<00:23,  6.21it/s, loss=3.541, pair=12.172, adv=2.074, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.73it/s, loss=3.541, pair=12.172, adv=2.074, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  67%|▋| 299/444 [00:50<00:25,  5.73it/s, loss=4.187, pair=14.562, adv=2.012, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:50<00:23,  6.10it/s, loss=4.187, pair=14.562, adv=2.012, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  68%|▋| 300/444 [00:51<00:23,  6.10it/s, loss=0.550, pair=1.121, adv=1.970, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:51<00:24,  5.80it/s, loss=0.550, pair=1.121, adv=1.970, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  68%|▋| 301/444 [00:51<00:24,  5.80it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:51<00:22,  6.17it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  68%|▋| 302/444 [00:51<00:22,  6.17it/s, loss=2.851, pair=9.625, adv=1.997, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:51<00:24,  5.86it/s, loss=2.851, pair=9.625, adv=1.997, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  68%|▋| 303/444 [00:51<00:24,  5.86it/s, loss=5.025, pair=17.719, adv=1.926, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:22,  6.21it/s, loss=5.025, pair=17.719, adv=1.926, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  68%|▋| 304/444 [00:51<00:22,  6.21it/s, loss=5.706, pair=20.250, adv=1.911, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.84it/s, loss=5.706, pair=20.250, adv=1.911, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  69%|▋| 305/444 [00:51<00:23,  5.84it/s, loss=0.832, pair=2.168, adv=1.998, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:51<00:22,  6.19it/s, loss=0.832, pair=2.168, adv=1.998, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  69%|▋| 306/444 [00:52<00:22,  6.19it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:52<00:23,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  69%|▋| 307/444 [00:52<00:23,  5.76it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:52<00:22,  6.16it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  69%|▋| 308/444 [00:52<00:22,  6.16it/s, loss=0.310, pair=0.200, adv=1.997, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:52<00:22,  5.94it/s, loss=0.310, pair=0.200, adv=1.997, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  70%|▋| 309/444 [00:52<00:22,  5.94it/s, loss=3.478, pair=11.953, adv=2.030, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:21,  6.28it/s, loss=3.478, pair=11.953, adv=2.030, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  70%|▋| 310/444 [00:52<00:21,  6.28it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:22,  5.93it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  70%|▋| 311/444 [00:52<00:22,  5.93it/s, loss=5.838, pair=20.703, adv=1.867, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:52<00:21,  6.26it/s, loss=5.838, pair=20.703, adv=1.867, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  70%|▋| 312/444 [00:53<00:21,  6.26it/s, loss=4.915, pair=17.234, adv=2.073, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:53<00:22,  5.86it/s, loss=4.915, pair=17.234, adv=2.073, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  70%|▋| 313/444 [00:53<00:22,  5.86it/s, loss=0.286, pair=0.137, adv=1.991, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:53<00:20,  6.21it/s, loss=0.286, pair=0.137, adv=1.991, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  71%|▋| 314/444 [00:53<00:20,  6.21it/s, loss=0.242, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:53<00:22,  5.74it/s, loss=0.242, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  71%|▋| 315/444 [00:53<00:22,  5.74it/s, loss=1.887, pair=6.043, adv=2.054, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.14it/s, loss=1.887, pair=6.043, adv=2.054, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  71%|▋| 316/444 [00:53<00:20,  6.14it/s, loss=0.402, pair=0.466, adv=2.159, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.89it/s, loss=0.402, pair=0.466, adv=2.159, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  71%|▋| 317/444 [00:53<00:21,  5.89it/s, loss=0.399, pair=0.544, adv=1.904, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:53<00:20,  6.25it/s, loss=0.399, pair=0.544, adv=1.904, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  72%|▋| 318/444 [00:54<00:20,  6.25it/s, loss=2.965, pair=10.047, adv=1.970, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:54<00:21,  5.86it/s, loss=2.965, pair=10.047, adv=1.970, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  72%|▋| 319/444 [00:54<00:21,  5.86it/s, loss=5.623, pair=19.797, adv=2.047, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:54<00:19,  6.21it/s, loss=5.623, pair=19.797, adv=2.047, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  72%|▋| 320/444 [00:54<00:19,  6.21it/s, loss=3.179, pair=10.836, adv=1.912, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:54<00:20,  5.86it/s, loss=3.179, pair=10.836, adv=1.912, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  72%|▋| 321/444 [00:54<00:20,  5.86it/s, loss=0.365, pair=0.387, adv=1.959, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.20it/s, loss=0.365, pair=0.387, adv=1.959, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  73%|▋| 322/444 [00:54<00:19,  6.20it/s, loss=1.397, pair=3.920, adv=1.941, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.83it/s, loss=1.397, pair=3.920, adv=1.941, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  73%|▋| 323/444 [00:54<00:20,  5.83it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:54<00:19,  6.22it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  73%|▋| 324/444 [00:55<00:19,  6.22it/s, loss=0.518, pair=0.856, adv=2.051, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:55<00:20,  5.81it/s, loss=0.518, pair=0.856, adv=2.051, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  73%|▋| 325/444 [00:55<00:20,  5.81it/s, loss=1.506, pair=4.672, adv=1.843, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:55<00:19,  6.17it/s, loss=1.506, pair=4.672, adv=1.843, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  73%|▋| 326/444 [00:55<00:19,  6.17it/s, loss=1.351, pair=3.809, adv=1.887, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:55<00:19,  5.87it/s, loss=1.351, pair=3.809, adv=1.887, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  74%|▋| 327/444 [00:55<00:19,  5.87it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.23it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  74%|▋| 328/444 [00:55<00:18,  6.23it/s, loss=1.010, pair=2.793, adv=1.879, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.88it/s, loss=1.010, pair=2.793, adv=1.879, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  74%|▋| 329/444 [00:55<00:19,  5.88it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.25it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  74%|▋| 330/444 [00:55<00:18,  6.25it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:55<00:19,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  75%|▋| 331/444 [00:56<00:19,  5.86it/s, loss=2.595, pair=8.688, adv=1.838, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:56<00:18,  6.21it/s, loss=2.595, pair=8.688, adv=1.838, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  75%|▋| 332/444 [00:56<00:18,  6.21it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:56<00:18,  5.85it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  75%|▊| 333/444 [00:56<00:18,  5.85it/s, loss=2.551, pair=8.586, adv=1.844, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.23it/s, loss=2.551, pair=8.586, adv=1.844, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  75%|▊| 334/444 [00:56<00:17,  6.23it/s, loss=0.275, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.89it/s, loss=0.275, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  75%|▊| 335/444 [00:56<00:18,  5.89it/s, loss=0.658, pair=1.528, adv=1.952, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.24it/s, loss=0.658, pair=1.528, adv=1.952, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  76%|▊| 336/444 [00:56<00:17,  6.24it/s, loss=0.928, pair=2.559, adv=1.780, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:56<00:18,  5.89it/s, loss=0.928, pair=2.559, adv=1.780, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  76%|▊| 337/444 [00:57<00:18,  5.89it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:57<00:16,  6.25it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  76%|▊| 338/444 [00:57<00:16,  6.25it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:57<00:18,  5.74it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  76%|▊| 339/444 [00:57<00:18,  5.74it/s, loss=1.867, pair=6.000, adv=1.948, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.13it/s, loss=1.867, pair=6.000, adv=1.948, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  77%|▊| 340/444 [00:57<00:16,  6.13it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.77it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 341/444 [00:57<00:17,  5.77it/s, loss=1.443, pair=4.387, adv=2.058, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.14it/s, loss=1.443, pair=4.387, adv=2.058, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 342/444 [00:57<00:16,  6.14it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:57<00:17,  5.76it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 343/444 [00:58<00:17,  5.76it/s, loss=0.894, pair=2.371, adv=1.953, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:58<00:16,  6.15it/s, loss=0.894, pair=2.371, adv=1.953, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  77%|▊| 344/444 [00:58<00:16,  6.15it/s, loss=1.640, pair=5.074, adv=2.066, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:58<00:16,  5.87it/s, loss=1.640, pair=5.074, adv=2.066, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  78%|▊| 345/444 [00:58<00:16,  5.87it/s, loss=0.515, pair=1.013, adv=1.952, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:15,  6.24it/s, loss=0.515, pair=1.013, adv=1.952, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  78%|▊| 346/444 [00:58<00:15,  6.24it/s, loss=0.259, pair=0.028, adv=1.976, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.73it/s, loss=0.259, pair=0.028, adv=1.976, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  78%|▊| 347/444 [00:58<00:16,  5.73it/s, loss=1.849, pair=5.973, adv=1.899, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.11it/s, loss=1.849, pair=5.973, adv=1.899, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  78%|▊| 348/444 [00:58<00:15,  6.11it/s, loss=1.180, pair=3.410, adv=1.976, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:58<00:16,  5.85it/s, loss=1.180, pair=3.410, adv=1.976, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  79%|▊| 349/444 [00:59<00:16,  5.85it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:59<00:15,  6.24it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  79%|▊| 350/444 [00:59<00:15,  6.24it/s, loss=4.481, pair=15.664, adv=1.976, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:59<00:16,  5.76it/s, loss=4.481, pair=15.664, adv=1.976, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  79%|▊| 351/444 [00:59<00:16,  5.76it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:14,  6.16it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  79%|▊| 352/444 [00:59<00:14,  6.16it/s, loss=3.474, pair=11.695, adv=1.759, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.87it/s, loss=3.474, pair=11.695, adv=1.759, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  80%|▊| 353/444 [00:59<00:15,  5.87it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.24it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  80%|▊| 354/444 [00:59<00:14,  6.24it/s, loss=0.728, pair=1.741, adv=2.104, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  80%|▊| 355/444 [00:59<00:15,  5.89it/s, loss=0.728, pair=1.741, adv=2.104, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  80%|▊| 355/444 [01:00<00:15,  5.89it/s, loss=3.579, pair=12.359, adv=1.886, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  80%|▊| 356/444 [01:00<00:14,  6.26it/s, loss=3.579, pair=12.359, adv=1.886, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  80%|▊| 356/444 [01:00<00:14,  6.26it/s, loss=0.349, pair=0.372, adv=1.881, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  80%|▊| 357/444 [01:00<00:14,  5.99it/s, loss=0.349, pair=0.372, adv=1.881, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  80%|▊| 357/444 [01:00<00:14,  5.99it/s, loss=0.596, pair=1.310, adv=1.952, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.34it/s, loss=0.596, pair=1.310, adv=1.952, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  81%|▊| 358/444 [01:00<00:13,  6.34it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.82it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  81%|▊| 359/444 [01:00<00:14,  5.82it/s, loss=0.394, pair=0.575, adv=1.834, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.21it/s, loss=0.394, pair=0.575, adv=1.834, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  81%|▊| 360/444 [01:00<00:13,  6.21it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:00<00:13,  5.93it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  81%|▊| 361/444 [01:01<00:13,  5.93it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:01<00:13,  6.30it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 362/444 [01:01<00:13,  6.30it/s, loss=1.784, pair=5.758, adv=1.815, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:01<00:14,  5.73it/s, loss=1.784, pair=5.758, adv=1.815, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 363/444 [01:01<00:14,  5.73it/s, loss=0.248, pair=0.028, adv=1.940, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:13,  6.13it/s, loss=0.248, pair=0.028, adv=1.940, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 364/444 [01:01<00:13,  6.13it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.82it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  82%|▊| 365/444 [01:01<00:13,  5.82it/s, loss=1.614, pair=5.082, adv=1.981, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.19it/s, loss=1.614, pair=5.082, adv=1.981, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  82%|▊| 366/444 [01:01<00:12,  6.19it/s, loss=3.315, pair=11.273, adv=1.961, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:01<00:13,  5.79it/s, loss=3.315, pair=11.273, adv=1.961, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  83%|▊| 367/444 [01:02<00:13,  5.79it/s, loss=0.909, pair=2.473, adv=1.880, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:02<00:12,  6.15it/s, loss=0.909, pair=2.473, adv=1.880, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  83%|▊| 368/444 [01:02<00:12,  6.15it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:02<00:13,  5.76it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  83%|▊| 369/444 [01:02<00:13,  5.76it/s, loss=3.794, pair=13.102, adv=1.910, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.14it/s, loss=3.794, pair=13.102, adv=1.910, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  83%|▊| 370/444 [01:02<00:12,  6.14it/s, loss=3.749, pair=12.992, adv=1.913, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.78it/s, loss=3.749, pair=12.992, adv=1.913, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  84%|▊| 371/444 [01:02<00:12,  5.78it/s, loss=1.896, pair=6.152, adv=1.857, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:02<00:11,  6.17it/s, loss=1.896, pair=6.152, adv=1.857, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  84%|▊| 372/444 [01:03<00:11,  6.17it/s, loss=0.395, pair=0.591, adv=1.823, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:03<00:12,  5.70it/s, loss=0.395, pair=0.591, adv=1.823, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  84%|▊| 373/444 [01:03<00:12,  5.70it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:03<00:11,  6.10it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  84%|▊| 374/444 [01:03<00:11,  6.10it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:03<00:11,  5.82it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  84%|▊| 375/444 [01:03<00:11,  5.82it/s, loss=0.596, pair=1.294, adv=1.894, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:11,  6.18it/s, loss=0.596, pair=1.294, adv=1.894, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  85%|▊| 376/444 [01:03<00:11,  6.18it/s, loss=3.461, pair=11.922, adv=1.969, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.83it/s, loss=3.461, pair=11.922, adv=1.969, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  85%|▊| 377/444 [01:03<00:11,  5.83it/s, loss=1.494, pair=4.656, adv=1.912, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.20it/s, loss=1.494, pair=4.656, adv=1.912, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  85%|▊| 378/444 [01:03<00:10,  6.20it/s, loss=0.335, pair=0.350, adv=1.942, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:03<00:11,  5.85it/s, loss=0.335, pair=0.350, adv=1.942, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  85%|▊| 379/444 [01:04<00:11,  5.85it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:04<00:10,  6.21it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  86%|▊| 380/444 [01:04<00:10,  6.21it/s, loss=2.257, pair=7.133, adv=2.072, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:04<00:10,  5.81it/s, loss=2.257, pair=7.133, adv=2.072, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  86%|▊| 381/444 [01:04<00:10,  5.81it/s, loss=1.733, pair=5.512, adv=1.922, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:10,  6.18it/s, loss=1.733, pair=5.512, adv=1.922, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  86%|▊| 382/444 [01:04<00:10,  6.18it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:11,  5.52it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  86%|▊| 383/444 [01:04<00:11,  5.52it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:04<00:10,  5.96it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  86%|▊| 384/444 [01:05<00:10,  5.96it/s, loss=5.245, pair=18.391, adv=1.945, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:05<00:10,  5.66it/s, loss=5.245, pair=18.391, adv=1.945, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  87%|▊| 385/444 [01:05<00:10,  5.66it/s, loss=0.409, pair=0.685, adv=1.748, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:05<00:09,  6.06it/s, loss=0.409, pair=0.685, adv=1.748, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  87%|▊| 386/444 [01:05<00:09,  6.06it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:05<00:10,  5.59it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  87%|▊| 387/444 [01:05<00:10,  5.59it/s, loss=3.851, pair=13.391, adv=1.910, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:09,  5.99it/s, loss=3.851, pair=13.391, adv=1.910, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  87%|▊| 388/444 [01:05<00:09,  5.99it/s, loss=2.247, pair=7.414, adv=1.811, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.73it/s, loss=2.247, pair=7.414, adv=1.811, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  88%|▉| 389/444 [01:05<00:09,  5.73it/s, loss=4.576, pair=16.031, adv=2.003, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:05<00:08,  6.08it/s, loss=4.576, pair=16.031, adv=2.003, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  88%|▉| 390/444 [01:06<00:08,  6.08it/s, loss=1.808, pair=5.840, adv=1.777, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:06<00:09,  5.79it/s, loss=1.808, pair=5.840, adv=1.777, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  88%|▉| 391/444 [01:06<00:09,  5.79it/s, loss=4.129, pair=14.391, adv=1.924, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:06<00:08,  6.15it/s, loss=4.129, pair=14.391, adv=1.924, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  88%|▉| 392/444 [01:06<00:08,  6.15it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:06<00:08,  5.71it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  89%|▉| 393/444 [01:06<00:08,  5.71it/s, loss=3.715, pair=12.828, adv=1.925, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.11it/s, loss=3.715, pair=12.828, adv=1.925, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  89%|▉| 394/444 [01:06<00:08,  6.11it/s, loss=0.419, pair=0.575, adv=2.083, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.66it/s, loss=0.419, pair=0.575, adv=2.083, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  89%|▉| 395/444 [01:06<00:08,  5.66it/s, loss=0.413, pair=0.560, adv=2.016, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:06<00:07,  6.06it/s, loss=0.413, pair=0.560, adv=2.016, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  89%|▉| 396/444 [01:07<00:07,  6.06it/s, loss=6.897, pair=24.656, adv=1.949, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:07<00:08,  5.74it/s, loss=6.897, pair=24.656, adv=1.949, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  89%|▉| 397/444 [01:07<00:08,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:07<00:07,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  90%|▉| 398/444 [01:07<00:07,  6.13it/s, loss=2.014, pair=6.531, adv=1.996, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:07<00:07,  5.84it/s, loss=2.014, pair=6.531, adv=1.996, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  90%|▉| 399/444 [01:07<00:07,  5.84it/s, loss=5.486, pair=19.391, adv=1.960, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.18it/s, loss=5.486, pair=19.391, adv=1.960, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  90%|▉| 400/444 [01:07<00:07,  6.18it/s, loss=0.353, pair=0.434, adv=1.823, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.60it/s, loss=0.353, pair=0.434, adv=1.823, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  90%|▉| 401/444 [01:07<00:07,  5.60it/s, loss=0.737, pair=1.825, adv=1.930, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:07<00:07,  5.99it/s, loss=0.737, pair=1.825, adv=1.930, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  91%|▉| 402/444 [01:08<00:07,  5.99it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:08<00:07,  5.76it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  91%|▉| 403/444 [01:08<00:07,  5.76it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:08<00:06,  6.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  91%|▉| 404/444 [01:08<00:06,  6.16it/s, loss=5.362, pair=18.828, adv=2.032, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:08<00:06,  5.86it/s, loss=5.362, pair=18.828, adv=2.032, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  91%|▉| 405/444 [01:08<00:06,  5.86it/s, loss=1.803, pair=5.781, adv=1.899, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.19it/s, loss=1.803, pair=5.781, adv=1.899, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  91%|▉| 406/444 [01:08<00:06,  6.19it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.83it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  92%|▉| 407/444 [01:08<00:06,  5.83it/s, loss=1.326, pair=4.082, adv=1.695, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:08<00:05,  6.21it/s, loss=1.326, pair=4.082, adv=1.695, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  92%|▉| 408/444 [01:09<00:05,  6.21it/s, loss=0.480, pair=0.888, adv=1.775, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:09<00:05,  5.88it/s, loss=0.480, pair=0.888, adv=1.775, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  92%|▉| 409/444 [01:09<00:05,  5.88it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:09<00:05,  6.26it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  92%|▉| 410/444 [01:09<00:05,  6.26it/s, loss=8.391, pair=30.172, adv=1.902, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:09<00:05,  5.65it/s, loss=8.391, pair=30.172, adv=1.902, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  93%|▉| 411/444 [01:09<00:05,  5.65it/s, loss=4.714, pair=16.609, adv=1.814, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.05it/s, loss=4.714, pair=16.609, adv=1.814, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  93%|▉| 412/444 [01:09<00:05,  6.05it/s, loss=0.559, pair=1.138, adv=1.992, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.81it/s, loss=0.559, pair=1.138, adv=1.992, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  93%|▉| 413/444 [01:09<00:05,  5.81it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:09<00:04,  6.19it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004
Ep 020/60 [S1→S2:ramp]:  93%|▉| 414/444 [01:10<00:04,  6.19it/s, loss=0.399, pair=0.575, adv=1.912, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:10<00:04,  5.84it/s, loss=0.399, pair=0.575, adv=1.912, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  93%|▉| 415/444 [01:10<00:04,  5.84it/s, loss=12.447, pair=45.219, adv=1.916, sprd=0.0
Ep 020/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:10<00:04,  6.20it/s, loss=12.447, pair=45.219, adv=1.916, sprd=0.0
Ep 020/60 [S1→S2:ramp]:  94%|▉| 416/444 [01:10<00:04,  6.20it/s, loss=2.113, pair=6.887, adv=1.944, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:10<00:04,  5.87it/s, loss=2.113, pair=6.887, adv=1.944, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  94%|▉| 417/444 [01:10<00:04,  5.87it/s, loss=2.597, pair=8.719, adv=1.893, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.23it/s, loss=2.597, pair=8.719, adv=1.893, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  94%|▉| 418/444 [01:10<00:04,  6.23it/s, loss=8.255, pair=29.703, adv=1.833, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.90it/s, loss=8.255, pair=29.703, adv=1.833, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  94%|▉| 419/444 [01:10<00:04,  5.90it/s, loss=0.308, pair=0.200, adv=1.996, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:10<00:03,  6.24it/s, loss=0.308, pair=0.200, adv=1.996, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  95%|▉| 420/444 [01:11<00:03,  6.24it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:11<00:03,  5.84it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.005
Ep 020/60 [S1→S2:ramp]:  95%|▉| 421/444 [01:11<00:03,  5.84it/s, loss=3.264, pair=11.266, adv=1.723, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:11<00:03,  6.21it/s, loss=3.264, pair=11.266, adv=1.723, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  95%|▉| 422/444 [01:11<00:03,  6.21it/s, loss=0.599, pair=1.294, adv=1.875, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:11<00:03,  5.78it/s, loss=0.599, pair=1.294, adv=1.875, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  95%|▉| 423/444 [01:11<00:03,  5.78it/s, loss=7.059, pair=25.234, adv=1.979, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.12it/s, loss=7.059, pair=25.234, adv=1.979, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  95%|▉| 424/444 [01:11<00:03,  6.12it/s, loss=5.132, pair=18.125, adv=1.869, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.87it/s, loss=5.132, pair=18.125, adv=1.869, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  96%|▉| 425/444 [01:11<00:03,  5.87it/s, loss=0.515, pair=0.940, adv=2.071, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:11<00:02,  6.24it/s, loss=0.515, pair=0.940, adv=2.071, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  96%|▉| 426/444 [01:12<00:02,  6.24it/s, loss=3.829, pair=13.203, adv=2.049, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:12<00:02,  5.81it/s, loss=3.829, pair=13.203, adv=2.049, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  96%|▉| 427/444 [01:12<00:02,  5.81it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:12<00:02,  6.22it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  96%|▉| 428/444 [01:12<00:02,  6.22it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:12<00:02,  5.92it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  97%|▉| 429/444 [01:12<00:02,  5.92it/s, loss=5.072, pair=17.828, adv=1.939, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.27it/s, loss=5.072, pair=17.828, adv=1.939, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  97%|▉| 430/444 [01:12<00:02,  6.27it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  6.07it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  97%|▉| 431/444 [01:12<00:02,  6.07it/s, loss=0.772, pair=1.966, adv=1.861, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:12<00:01,  6.41it/s, loss=0.772, pair=1.966, adv=1.861, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  97%|▉| 432/444 [01:13<00:01,  6.41it/s, loss=11.812, pair=42.812, adv=1.915, sprd=0.0
Ep 020/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:13<00:01,  5.84it/s, loss=11.812, pair=42.812, adv=1.915, sprd=0.0
Ep 020/60 [S1→S2:ramp]:  98%|▉| 433/444 [01:13<00:01,  5.84it/s, loss=3.240, pair=11.062, adv=1.889, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:13<00:01,  6.22it/s, loss=3.240, pair=11.062, adv=1.889, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  98%|▉| 434/444 [01:13<00:01,  6.22it/s, loss=0.372, pair=0.466, adv=1.900, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:13<00:01,  5.65it/s, loss=0.372, pair=0.466, adv=1.900, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  98%|▉| 435/444 [01:13<00:01,  5.65it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.09it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  98%|▉| 436/444 [01:13<00:01,  6.09it/s, loss=0.272, pair=0.075, adv=2.002, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.79it/s, loss=0.272, pair=0.075, adv=2.002, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  98%|▉| 437/444 [01:13<00:01,  5.79it/s, loss=2.085, pair=6.871, adv=1.717, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:13<00:00,  6.18it/s, loss=2.085, pair=6.871, adv=1.717, sprd=0.002
Ep 020/60 [S1→S2:ramp]:  99%|▉| 438/444 [01:14<00:00,  6.18it/s, loss=3.045, pair=10.344, adv=1.873, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:14<00:00,  5.86it/s, loss=3.045, pair=10.344, adv=1.873, sprd=0.00
Ep 020/60 [S1→S2:ramp]:  99%|▉| 439/444 [01:14<00:00,  5.86it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:14<00:00,  6.25it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  99%|▉| 440/444 [01:14<00:00,  6.25it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:14<00:00,  5.79it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]:  99%|▉| 441/444 [01:14<00:00,  5.79it/s, loss=3.535, pair=12.188, adv=1.935, sprd=0.00
Ep 020/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.17it/s, loss=3.535, pair=12.188, adv=1.935, sprd=0.00
Ep 020/60 [S1→S2:ramp]: 100%|▉| 442/444 [01:14<00:00,  6.17it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.94it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003
Ep 020/60 [S1→S2:ramp]: 100%|▉| 443/444 [01:14<00:00,  5.94it/s, loss=1.103, pair=3.285, adv=1.682, sprd=0.002
Ep 020/60 [S1→S2:ramp]: 100%|█| 444/444 [01:14<00:00,  6.30it/s, loss=1.103, pair=3.285, adv=1.682, sprd=0.002
                                                                                                              
Epoch 020/60 [S1→S2:ramp]  loss=1.6487  mat=0.1805  sens=5.7386  pair=5.3406  adv=1.3265(rand=3.37)  deg=0.0141  orth=0.0072  spread=0.0031  q_mean=52.5  q_std=20.5  α=0.28 β=0.27 γ=0.64 λ_grl=0.600  lr=7.84e-05  75s

Ep 021/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 021/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:   0%|     | 1/444 [00:00<01:58,  3.73it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:   0%|     | 1/444 [00:00<01:58,  3.73it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:24,  5.23it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:24,  5.23it/s, loss=0.691, pair=1.419, adv=1.915, sprd=0.002]
Ep 021/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:25,  5.19it/s, loss=0.691, pair=1.419, adv=1.915, sprd=0.002]
Ep 021/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:25,  5.19it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:15,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:15,  5.84it/s, loss=0.322, pair=0.169, adv=2.034, sprd=0.004]
Ep 021/60 [S2:+mat]:   1%|     | 5/444 [00:00<01:22,  5.35it/s, loss=0.322, pair=0.169, adv=2.034, sprd=0.004]
Ep 021/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:22,  5.35it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:14,  5.84it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:14,  5.84it/s, loss=0.805, pair=1.676, adv=1.843, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:18,  5.58it/s, loss=0.805, pair=1.676, adv=1.843, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:18,  5.58it/s, loss=1.440, pair=3.902, adv=1.886, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:12,  5.99it/s, loss=1.440, pair=3.902, adv=1.886, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:12,  5.99it/s, loss=0.533, pair=0.794, adv=2.149, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:17,  5.61it/s, loss=0.533, pair=0.794, adv=2.149, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:17,  5.61it/s, loss=1.401, pair=3.785, adv=1.901, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:12,  6.02it/s, loss=1.401, pair=3.785, adv=1.901, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:12,  6.02it/s, loss=3.027, pair=9.234, adv=1.812, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|    | 11/444 [00:01<01:16,  5.65it/s, loss=3.027, pair=9.234, adv=1.812, sprd=0.002]
Ep 021/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:16,  5.65it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:11,  6.08it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:11,  6.08it/s, loss=1.508, pair=4.059, adv=2.067, sprd=0.003]
Ep 021/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:15,  5.74it/s, loss=1.508, pair=4.059, adv=2.067, sprd=0.003]
Ep 021/60 [S2:+mat]:   3%|  | 13/444 [00:02<01:15,  5.74it/s, loss=12.665, pair=41.312, adv=1.940, sprd=0.002]
Ep 021/60 [S2:+mat]:   3%|  | 14/444 [00:02<01:10,  6.11it/s, loss=12.665, pair=41.312, adv=1.940, sprd=0.002]
Ep 021/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.11it/s, loss=0.349, pair=0.262, adv=1.917, sprd=0.002]
Ep 021/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:13,  5.80it/s, loss=0.349, pair=0.262, adv=1.917, sprd=0.002]
Ep 021/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:13,  5.80it/s, loss=0.539, pair=0.919, adv=1.816, sprd=0.002]
Ep 021/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:09,  6.17it/s, loss=0.539, pair=0.919, adv=1.816, sprd=0.002]
Ep 021/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:09,  6.17it/s, loss=0.638, pair=1.239, adv=1.905, sprd=0.003]
Ep 021/60 [S2:+mat]:   4%|▏   | 17/444 [00:02<01:16,  5.57it/s, loss=0.638, pair=1.239, adv=1.905, sprd=0.003]
Ep 021/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:16,  5.57it/s, loss=0.500, pair=0.731, adv=2.040, sprd=0.003]
Ep 021/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:11,  5.99it/s, loss=0.500, pair=0.731, adv=2.040, sprd=0.003]
Ep 021/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:11,  5.99it/s, loss=4.086, pair=12.734, adv=1.889, sprd=0.003]
Ep 021/60 [S2:+mat]:   4%|▏  | 19/444 [00:03<01:14,  5.69it/s, loss=4.086, pair=12.734, adv=1.889, sprd=0.003]
Ep 021/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:14,  5.69it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:09,  6.10it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:   5%|▏  | 20/444 [00:03<01:09,  6.10it/s, loss=5.180, pair=16.375, adv=1.982, sprd=0.002]
Ep 021/60 [S2:+mat]:   5%|▏  | 21/444 [00:03<01:12,  5.86it/s, loss=5.180, pair=16.375, adv=1.982, sprd=0.002]
Ep 021/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.86it/s, loss=0.258, pair=0.012, adv=1.834, sprd=0.003]
Ep 021/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:07,  6.23it/s, loss=0.258, pair=0.012, adv=1.834, sprd=0.003]
Ep 021/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:07,  6.23it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:   5%|▏   | 23/444 [00:03<01:11,  5.87it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:11,  5.87it/s, loss=1.355, pair=3.605, adv=1.909, sprd=0.005]
Ep 021/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:07,  6.23it/s, loss=1.355, pair=3.605, adv=1.909, sprd=0.005]
Ep 021/60 [S2:+mat]:   5%|▏  | 24/444 [00:04<01:07,  6.23it/s, loss=4.712, pair=14.594, adv=1.976, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▏  | 25/444 [00:04<01:11,  5.82it/s, loss=4.712, pair=14.594, adv=1.976, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:11,  5.82it/s, loss=2.632, pair=7.922, adv=1.885, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.18it/s, loss=2.632, pair=7.922, adv=1.885, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:11,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:11,  5.81it/s, loss=2.932, pair=8.859, adv=1.960, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:07,  6.16it/s, loss=2.932, pair=8.859, adv=1.960, sprd=0.003]
Ep 021/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:07,  6.16it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:13,  5.65it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:13,  5.65it/s, loss=1.228, pair=3.223, adv=1.898, sprd=0.004]
Ep 021/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.06it/s, loss=1.228, pair=3.223, adv=1.898, sprd=0.004]
Ep 021/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.06it/s, loss=1.917, pair=5.523, adv=1.803, sprd=0.002]
Ep 021/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:12,  5.73it/s, loss=1.917, pair=5.523, adv=1.803, sprd=0.002]
Ep 021/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:12,  5.73it/s, loss=8.393, pair=27.141, adv=1.799, sprd=0.002]
Ep 021/60 [S2:+mat]:   7%|▏  | 32/444 [00:05<01:07,  6.13it/s, loss=8.393, pair=27.141, adv=1.799, sprd=0.002]
Ep 021/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.13it/s, loss=2.031, pair=5.918, adv=1.888, sprd=0.003]
Ep 021/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:13,  5.62it/s, loss=2.031, pair=5.918, adv=1.888, sprd=0.003]
Ep 021/60 [S2:+mat]:   7%|▏  | 33/444 [00:05<01:13,  5.62it/s, loss=3.330, pair=10.188, adv=1.977, sprd=0.005]
Ep 021/60 [S2:+mat]:   8%|▏  | 34/444 [00:05<01:07,  6.04it/s, loss=3.330, pair=10.188, adv=1.977, sprd=0.005]
Ep 021/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:07,  6.04it/s, loss=0.784, pair=1.700, adv=1.968, sprd=0.004]
Ep 021/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:10,  5.79it/s, loss=0.784, pair=1.700, adv=1.968, sprd=0.004]
Ep 021/60 [S2:+mat]:   8%|▏  | 35/444 [00:06<01:10,  5.79it/s, loss=5.859, pair=18.672, adv=1.804, sprd=0.003]
Ep 021/60 [S2:+mat]:   8%|▏  | 36/444 [00:06<01:06,  6.15it/s, loss=5.859, pair=18.672, adv=1.804, sprd=0.003]
Ep 021/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:06,  6.15it/s, loss=0.915, pair=2.168, adv=1.897, sprd=0.005]
Ep 021/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:11,  5.73it/s, loss=0.915, pair=2.168, adv=1.897, sprd=0.005]
Ep 021/60 [S2:+mat]:   8%|▏ | 37/444 [00:06<01:11,  5.73it/s, loss=12.294, pair=40.062, adv=2.064, sprd=0.003]
Ep 021/60 [S2:+mat]:   9%|▏ | 38/444 [00:06<01:06,  6.09it/s, loss=12.294, pair=40.062, adv=2.064, sprd=0.003]
Ep 021/60 [S2:+mat]:   9%|▏ | 38/444 [00:06<01:06,  6.09it/s, loss=10.126, pair=32.812, adv=2.088, sprd=0.004]
Ep 021/60 [S2:+mat]:   9%|▏ | 39/444 [00:06<01:09,  5.83it/s, loss=10.126, pair=32.812, adv=2.088, sprd=0.004]
Ep 021/60 [S2:+mat]:   9%|▎  | 39/444 [00:06<01:09,  5.83it/s, loss=5.509, pair=17.484, adv=1.852, sprd=0.003]
Ep 021/60 [S2:+mat]:   9%|▎  | 40/444 [00:06<01:05,  6.21it/s, loss=5.509, pair=17.484, adv=1.852, sprd=0.003]
Ep 021/60 [S2:+mat]:   9%|▎  | 40/444 [00:07<01:05,  6.21it/s, loss=4.402, pair=13.766, adv=1.865, sprd=0.005]
Ep 021/60 [S2:+mat]:   9%|▎  | 41/444 [00:07<01:09,  5.81it/s, loss=4.402, pair=13.766, adv=1.865, sprd=0.005]
Ep 021/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:09,  5.81it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:05,  6.18it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:05,  6.18it/s, loss=2.905, pair=8.750, adv=1.972, sprd=0.004]
Ep 021/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:09,  5.78it/s, loss=2.905, pair=8.750, adv=1.972, sprd=0.004]
Ep 021/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:09,  5.78it/s, loss=0.372, pair=0.366, adv=1.894, sprd=0.003]
Ep 021/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:04,  6.16it/s, loss=0.372, pair=0.366, adv=1.894, sprd=0.003]
Ep 021/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:04,  6.16it/s, loss=4.023, pair=12.297, adv=2.008, sprd=0.004]
Ep 021/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:07,  5.88it/s, loss=4.023, pair=12.297, adv=2.008, sprd=0.004]
Ep 021/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:07,  5.88it/s, loss=7.406, pair=23.797, adv=1.908, sprd=0.003]
Ep 021/60 [S2:+mat]:  10%|▎  | 46/444 [00:07<01:03,  6.25it/s, loss=7.406, pair=23.797, adv=1.908, sprd=0.003]
Ep 021/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:03,  6.25it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:07,  5.92it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:07,  5.92it/s, loss=1.917, pair=5.387, adv=2.220, sprd=0.006]
Ep 021/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:03,  6.27it/s, loss=1.917, pair=5.387, adv=2.220, sprd=0.006]
Ep 021/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:03,  6.27it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:08,  5.77it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:08,  5.77it/s, loss=2.561, pair=7.672, adv=1.842, sprd=0.005]
Ep 021/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:04,  6.13it/s, loss=2.561, pair=7.672, adv=1.842, sprd=0.005]
Ep 021/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:04,  6.13it/s, loss=2.641, pair=7.859, adv=2.082, sprd=0.004]
Ep 021/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:06,  5.90it/s, loss=2.641, pair=7.859, adv=2.082, sprd=0.004]
Ep 021/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:06,  5.90it/s, loss=0.328, pair=0.122, adv=2.213, sprd=0.004]
Ep 021/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:02,  6.23it/s, loss=0.328, pair=0.122, adv=2.213, sprd=0.004]
Ep 021/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:02,  6.23it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:08,  5.73it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:08,  5.73it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.14it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.14it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:08,  5.72it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:08,  5.72it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:03,  6.12it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:03,  6.12it/s, loss=2.354, pair=6.898, adv=2.166, sprd=0.004]
Ep 021/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:07,  5.76it/s, loss=2.354, pair=6.898, adv=2.166, sprd=0.004]
Ep 021/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:07,  5.76it/s, loss=2.115, pair=6.211, adv=1.819, sprd=0.002]
Ep 021/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:02,  6.13it/s, loss=2.115, pair=6.211, adv=1.819, sprd=0.002]
Ep 021/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:02,  6.13it/s, loss=2.740, pair=8.258, adv=1.895, sprd=0.003]
Ep 021/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:06,  5.76it/s, loss=2.740, pair=8.258, adv=1.895, sprd=0.003]
Ep 021/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:06,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.16it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.16it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:06,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:06,  5.78it/s, loss=1.040, pair=2.586, adv=1.957, sprd=0.002]
Ep 021/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:01,  6.17it/s, loss=1.040, pair=2.586, adv=1.957, sprd=0.002]
Ep 021/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:01,  6.17it/s, loss=0.775, pair=1.700, adv=1.966, sprd=0.002]
Ep 021/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:05,  5.80it/s, loss=0.775, pair=1.700, adv=1.966, sprd=0.002]
Ep 021/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:05,  5.80it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:01,  6.19it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:01,  6.19it/s, loss=2.726, pair=8.172, adv=2.045, sprd=0.003]
Ep 021/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:05,  5.83it/s, loss=2.726, pair=8.172, adv=2.045, sprd=0.003]
Ep 021/60 [S2:+mat]:  15%|▍  | 65/444 [00:11<01:05,  5.83it/s, loss=8.970, pair=29.000, adv=1.935, sprd=0.002]
Ep 021/60 [S2:+mat]:  15%|▍  | 66/444 [00:11<01:01,  6.17it/s, loss=8.970, pair=29.000, adv=1.935, sprd=0.002]
Ep 021/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:01,  6.17it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:03,  5.94it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:03,  5.94it/s, loss=0.461, pair=0.669, adv=1.906, sprd=0.002]
Ep 021/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<00:59,  6.30it/s, loss=0.461, pair=0.669, adv=1.906, sprd=0.002]
Ep 021/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<00:59,  6.30it/s, loss=2.722, pair=8.148, adv=2.087, sprd=0.002]
Ep 021/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:04,  5.80it/s, loss=2.722, pair=8.148, adv=2.087, sprd=0.002]
Ep 021/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:04,  5.80it/s, loss=0.389, pair=0.397, adv=2.006, sprd=0.002]
Ep 021/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<01:00,  6.16it/s, loss=0.389, pair=0.397, adv=2.006, sprd=0.002]
Ep 021/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:00,  6.16it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.86it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.86it/s, loss=2.086, pair=6.070, adv=1.876, sprd=0.003]
Ep 021/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:59,  6.22it/s, loss=2.086, pair=6.070, adv=1.876, sprd=0.003]
Ep 021/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:59,  6.22it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:03,  5.81it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:03,  5.81it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<00:59,  6.21it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  17%|▌  | 74/444 [00:12<00:59,  6.21it/s, loss=7.596, pair=24.422, adv=1.970, sprd=0.002]
Ep 021/60 [S2:+mat]:  17%|▌  | 75/444 [00:12<01:03,  5.80it/s, loss=7.596, pair=24.422, adv=1.970, sprd=0.002]
Ep 021/60 [S2:+mat]:  17%|▌  | 75/444 [00:12<01:03,  5.80it/s, loss=3.331, pair=10.148, adv=2.129, sprd=0.003]
Ep 021/60 [S2:+mat]:  17%|▌  | 76/444 [00:12<00:59,  6.18it/s, loss=3.331, pair=10.148, adv=2.129, sprd=0.003]
Ep 021/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<00:59,  6.18it/s, loss=0.636, pair=1.174, adv=2.010, sprd=0.003]
Ep 021/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:02,  5.83it/s, loss=0.636, pair=1.174, adv=2.010, sprd=0.003]
Ep 021/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:02,  5.83it/s, loss=1.317, pair=3.465, adv=2.071, sprd=0.002]
Ep 021/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:59,  6.19it/s, loss=1.317, pair=3.465, adv=2.071, sprd=0.002]
Ep 021/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:59,  6.19it/s, loss=0.123, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:01,  5.94it/s, loss=0.123, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:01,  5.94it/s, loss=0.286, pair=0.075, adv=1.922, sprd=0.002]
Ep 021/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:57,  6.29it/s, loss=0.286, pair=0.075, adv=1.922, sprd=0.002]
Ep 021/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:57,  6.29it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:02,  5.80it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  18%|▌  | 81/444 [00:13<01:02,  5.80it/s, loss=3.573, pair=10.891, adv=2.234, sprd=0.004]
Ep 021/60 [S2:+mat]:  18%|▌  | 82/444 [00:13<00:58,  6.17it/s, loss=3.573, pair=10.891, adv=2.234, sprd=0.004]
Ep 021/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<00:58,  6.17it/s, loss=2.326, pair=6.855, adv=1.962, sprd=0.002]
Ep 021/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:02,  5.77it/s, loss=2.326, pair=6.855, adv=1.962, sprd=0.002]
Ep 021/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:02,  5.77it/s, loss=1.254, pair=3.230, adv=2.094, sprd=0.003]
Ep 021/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:58,  6.14it/s, loss=1.254, pair=3.230, adv=2.094, sprd=0.003]
Ep 021/60 [S2:+mat]:  19%|▌  | 84/444 [00:14<00:58,  6.14it/s, loss=4.229, pair=13.234, adv=1.797, sprd=0.003]
Ep 021/60 [S2:+mat]:  19%|▌  | 85/444 [00:14<01:02,  5.76it/s, loss=4.229, pair=13.234, adv=1.797, sprd=0.003]
Ep 021/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:02,  5.76it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:58,  6.15it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  19%|▍ | 86/444 [00:14<00:58,  6.15it/s, loss=13.628, pair=44.531, adv=1.955, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▍ | 87/444 [00:14<01:00,  5.90it/s, loss=13.628, pair=44.531, adv=1.955, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:00,  5.90it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:56,  6.25it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<00:56,  6.25it/s, loss=2.777, pair=8.359, adv=1.893, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:00,  5.88it/s, loss=2.777, pair=8.359, adv=1.893, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:00,  5.88it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:56,  6.26it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  20%|▌  | 90/444 [00:15<00:56,  6.26it/s, loss=3.690, pair=11.328, adv=2.145, sprd=0.004]
Ep 021/60 [S2:+mat]:  20%|▌  | 91/444 [00:15<01:00,  5.86it/s, loss=3.690, pair=11.328, adv=2.145, sprd=0.004]
Ep 021/60 [S2:+mat]:  20%|▌  | 91/444 [00:15<01:00,  5.86it/s, loss=7.035, pair=22.609, adv=1.855, sprd=0.002]
Ep 021/60 [S2:+mat]:  21%|▌  | 92/444 [00:15<00:56,  6.21it/s, loss=7.035, pair=22.609, adv=1.855, sprd=0.002]
Ep 021/60 [S2:+mat]:  21%|▌  | 92/444 [00:15<00:56,  6.21it/s, loss=3.523, pair=10.859, adv=1.927, sprd=0.004]
Ep 021/60 [S2:+mat]:  21%|▋  | 93/444 [00:15<01:00,  5.80it/s, loss=3.523, pair=10.859, adv=1.927, sprd=0.004]
Ep 021/60 [S2:+mat]:  21%|▋  | 93/444 [00:15<01:00,  5.80it/s, loss=5.639, pair=17.859, adv=1.991, sprd=0.004]
Ep 021/60 [S2:+mat]:  21%|▋  | 94/444 [00:15<00:56,  6.15it/s, loss=5.639, pair=17.859, adv=1.991, sprd=0.004]
Ep 021/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<00:56,  6.15it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:59,  5.87it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:59,  5.87it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.23it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  22%|▋  | 96/444 [00:16<00:55,  6.23it/s, loss=4.520, pair=14.078, adv=2.194, sprd=0.003]
Ep 021/60 [S2:+mat]:  22%|▋  | 97/444 [00:16<00:58,  5.90it/s, loss=4.520, pair=14.078, adv=2.194, sprd=0.003]
Ep 021/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:58,  5.90it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:55,  6.27it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:55,  6.27it/s, loss=0.417, pair=0.483, adv=1.943, sprd=0.004]
Ep 021/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:58,  5.88it/s, loss=0.417, pair=0.483, adv=1.943, sprd=0.004]
Ep 021/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:58,  5.88it/s, loss=2.339, pair=6.918, adv=1.881, sprd=0.003]
Ep 021/60 [S2:+mat]:  23%|▋  | 100/444 [00:16<00:55,  6.25it/s, loss=2.339, pair=6.918, adv=1.881, sprd=0.003]
Ep 021/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:55,  6.25it/s, loss=0.691, pair=1.442, adv=1.819, sprd=0.004]
Ep 021/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.85it/s, loss=0.691, pair=1.442, adv=1.819, sprd=0.004]
Ep 021/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.85it/s, loss=3.052, pair=9.266, adv=1.957, sprd=0.004]
Ep 021/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.21it/s, loss=3.052, pair=9.266, adv=1.957, sprd=0.004]
Ep 021/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.21it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:59,  5.74it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:59,  5.74it/s, loss=1.697, pair=4.762, adv=1.946, sprd=0.003]
Ep 021/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:55,  6.14it/s, loss=1.697, pair=4.762, adv=1.946, sprd=0.003]
Ep 021/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:55,  6.14it/s, loss=1.052, pair=2.605, adv=1.977, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:58,  5.78it/s, loss=1.052, pair=2.605, adv=1.977, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▍ | 105/444 [00:17<00:58,  5.78it/s, loss=4.200, pair=13.031, adv=2.125, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▍ | 106/444 [00:17<00:54,  6.16it/s, loss=4.200, pair=13.031, adv=2.125, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.16it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.82it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.82it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:54,  6.19it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:54,  6.19it/s, loss=0.338, pair=0.231, adv=1.968, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:58,  5.72it/s, loss=0.338, pair=0.231, adv=1.968, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:58,  5.72it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:54,  6.12it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:54,  6.12it/s, loss=1.695, pair=4.730, adv=2.022, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:58,  5.66it/s, loss=1.695, pair=4.730, adv=2.022, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:58,  5.66it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:54,  6.08it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:54,  6.08it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:58,  5.70it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:58,  5.70it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:54,  6.10it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:54,  6.10it/s, loss=2.554, pair=7.598, adv=2.041, sprd=0.003]
Ep 021/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:57,  5.68it/s, loss=2.554, pair=7.598, adv=2.041, sprd=0.003]
Ep 021/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:57,  5.68it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:53,  6.08it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  26%|▌ | 116/444 [00:19<00:53,  6.08it/s, loss=4.943, pair=15.562, adv=2.019, sprd=0.003]
Ep 021/60 [S2:+mat]:  26%|▌ | 117/444 [00:19<00:56,  5.79it/s, loss=4.943, pair=15.562, adv=2.019, sprd=0.003]
Ep 021/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.79it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:52,  6.19it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:52,  6.19it/s, loss=0.380, pair=0.387, adv=1.896, sprd=0.002]
Ep 021/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:57,  5.67it/s, loss=0.380, pair=0.387, adv=1.896, sprd=0.002]
Ep 021/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:57,  5.67it/s, loss=2.901, pair=8.766, adv=2.031, sprd=0.003]
Ep 021/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:53,  6.07it/s, loss=2.901, pair=8.766, adv=2.031, sprd=0.003]
Ep 021/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:53,  6.07it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:56,  5.67it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  27%|▌ | 121/444 [00:20<00:56,  5.67it/s, loss=4.282, pair=13.406, adv=1.926, sprd=0.003]
Ep 021/60 [S2:+mat]:  27%|▌ | 122/444 [00:20<00:52,  6.08it/s, loss=4.282, pair=13.406, adv=1.926, sprd=0.003]
Ep 021/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:52,  6.08it/s, loss=0.789, pair=1.755, adv=1.926, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:55,  5.81it/s, loss=0.789, pair=1.755, adv=1.926, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:55,  5.81it/s, loss=3.218, pair=9.844, adv=1.914, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:51,  6.19it/s, loss=3.218, pair=9.844, adv=1.914, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:51,  6.19it/s, loss=0.903, pair=2.105, adv=1.984, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:54,  5.86it/s, loss=0.903, pair=2.105, adv=1.984, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▌ | 125/444 [00:21<00:54,  5.86it/s, loss=3.484, pair=10.688, adv=2.009, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▌ | 126/444 [00:21<00:51,  6.23it/s, loss=3.484, pair=10.688, adv=2.009, sprd=0.002]
Ep 021/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:51,  6.23it/s, loss=1.314, pair=3.449, adv=1.956, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:53,  5.90it/s, loss=1.314, pair=3.449, adv=1.956, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:53,  5.90it/s, loss=0.652, pair=1.256, adv=2.020, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:50,  6.26it/s, loss=0.652, pair=1.256, adv=2.020, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:50,  6.26it/s, loss=0.981, pair=2.387, adv=1.892, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:54,  5.81it/s, loss=0.981, pair=2.387, adv=1.892, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▌ | 129/444 [00:21<00:54,  5.81it/s, loss=4.224, pair=13.234, adv=1.858, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▌ | 130/444 [00:21<00:50,  6.19it/s, loss=4.224, pair=13.234, adv=1.858, sprd=0.002]
Ep 021/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:50,  6.19it/s, loss=2.355, pair=6.711, adv=1.983, sprd=0.002]
Ep 021/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:53,  5.90it/s, loss=2.355, pair=6.711, adv=1.983, sprd=0.002]
Ep 021/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:53,  5.90it/s, loss=0.406, pair=0.450, adv=1.997, sprd=0.002]
Ep 021/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:50,  6.22it/s, loss=0.406, pair=0.450, adv=1.997, sprd=0.002]
Ep 021/60 [S2:+mat]:  30%|▌ | 132/444 [00:22<00:50,  6.22it/s, loss=3.705, pair=11.453, adv=1.950, sprd=0.003]
Ep 021/60 [S2:+mat]:  30%|▌ | 133/444 [00:22<00:54,  5.75it/s, loss=3.705, pair=11.453, adv=1.950, sprd=0.003]
Ep 021/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:54,  5.75it/s, loss=1.505, pair=4.074, adv=2.058, sprd=0.003]
Ep 021/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:50,  6.12it/s, loss=1.505, pair=4.074, adv=2.058, sprd=0.003]
Ep 021/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:50,  6.12it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:53,  5.75it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:53,  5.75it/s, loss=2.372, pair=6.984, adv=2.041, sprd=0.002]
Ep 021/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:50,  6.14it/s, loss=2.372, pair=6.984, adv=2.041, sprd=0.002]
Ep 021/60 [S2:+mat]:  31%|▌ | 136/444 [00:23<00:50,  6.14it/s, loss=4.134, pair=12.797, adv=2.076, sprd=0.002]
Ep 021/60 [S2:+mat]:  31%|▌ | 137/444 [00:23<00:55,  5.56it/s, loss=4.134, pair=12.797, adv=2.076, sprd=0.002]
Ep 021/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:55,  5.56it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:51,  5.98it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:51,  5.98it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.82it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  31%|▋ | 139/444 [00:23<00:52,  5.82it/s, loss=6.131, pair=19.578, adv=1.938, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▋ | 140/444 [00:23<00:49,  6.20it/s, loss=6.131, pair=19.578, adv=1.938, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.20it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:52,  5.76it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:52,  5.76it/s, loss=0.663, pair=1.341, adv=1.916, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.16it/s, loss=0.663, pair=1.341, adv=1.916, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:49,  6.16it/s, loss=0.712, pair=1.200, adv=2.078, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.88it/s, loss=0.712, pair=1.200, adv=2.078, sprd=0.002]
Ep 021/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.88it/s, loss=0.767, pair=1.575, adv=2.096, sprd=0.003]
Ep 021/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.22it/s, loss=0.767, pair=1.575, adv=2.096, sprd=0.003]
Ep 021/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.22it/s, loss=0.896, pair=2.098, adv=1.903, sprd=0.002]
Ep 021/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.78it/s, loss=0.896, pair=2.098, adv=1.903, sprd=0.002]
Ep 021/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.78it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.18it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:50,  5.91it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:50,  5.91it/s, loss=0.493, pair=0.724, adv=1.921, sprd=0.003]
Ep 021/60 [S2:+mat]:  33%|█  | 148/444 [00:24<00:47,  6.28it/s, loss=0.493, pair=0.724, adv=1.921, sprd=0.003]
Ep 021/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:47,  6.28it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:48,  6.03it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:48,  6.03it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:46,  6.39it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:46,  6.39it/s, loss=0.631, pair=1.200, adv=2.025, sprd=0.003]
Ep 021/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.85it/s, loss=0.631, pair=1.200, adv=2.025, sprd=0.003]
Ep 021/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.85it/s, loss=1.560, pair=4.363, adv=1.830, sprd=0.003]
Ep 021/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:46,  6.23it/s, loss=1.560, pair=4.363, adv=1.830, sprd=0.003]
Ep 021/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:46,  6.23it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:49,  5.89it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:49,  5.89it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:46,  6.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:46,  6.26it/s, loss=1.421, pair=3.777, adv=2.096, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:48,  5.94it/s, loss=1.421, pair=3.777, adv=2.096, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:48,  5.94it/s, loss=0.653, pair=1.356, adv=1.762, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:45,  6.27it/s, loss=0.653, pair=1.356, adv=1.762, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|▋ | 156/444 [00:26<00:45,  6.27it/s, loss=5.465, pair=16.797, adv=1.930, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|▋ | 157/444 [00:26<00:48,  5.89it/s, loss=5.465, pair=16.797, adv=1.930, sprd=0.002]
Ep 021/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:48,  5.89it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.25it/s, loss=1.262, pair=3.230, adv=2.153, sprd=0.004]
Ep 021/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.83it/s, loss=1.262, pair=3.230, adv=2.153, sprd=0.004]
Ep 021/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:45,  6.20it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:50,  5.64it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:50,  5.64it/s, loss=1.557, pair=4.262, adv=2.074, sprd=0.004]
Ep 021/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:46,  6.03it/s, loss=1.557, pair=4.262, adv=2.074, sprd=0.004]
Ep 021/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:46,  6.03it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:51,  5.51it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  37%|▋ | 163/444 [00:27<00:51,  5.51it/s, loss=5.199, pair=16.469, adv=1.951, sprd=0.003]
Ep 021/60 [S2:+mat]:  37%|▋ | 164/444 [00:27<00:47,  5.91it/s, loss=5.199, pair=16.469, adv=1.951, sprd=0.003]
Ep 021/60 [S2:+mat]:  37%|▋ | 164/444 [00:27<00:47,  5.91it/s, loss=4.704, pair=14.734, adv=2.080, sprd=0.003]
Ep 021/60 [S2:+mat]:  37%|▋ | 165/444 [00:27<00:48,  5.74it/s, loss=4.704, pair=14.734, adv=2.080, sprd=0.003]
Ep 021/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:48,  5.74it/s, loss=2.418, pair=7.125, adv=2.044, sprd=0.004]
Ep 021/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:45,  6.13it/s, loss=2.418, pair=7.125, adv=2.044, sprd=0.004]
Ep 021/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:45,  6.13it/s, loss=2.136, pair=6.168, adv=2.121, sprd=0.002]
Ep 021/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.80it/s, loss=2.136, pair=6.168, adv=2.121, sprd=0.002]
Ep 021/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.80it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.18it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:48,  5.72it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:48,  5.72it/s, loss=2.833, pair=8.578, adv=1.913, sprd=0.003]
Ep 021/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:44,  6.10it/s, loss=2.833, pair=8.578, adv=1.913, sprd=0.003]
Ep 021/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:44,  6.10it/s, loss=2.241, pair=6.594, adv=1.957, sprd=0.002]
Ep 021/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:47,  5.75it/s, loss=2.241, pair=6.594, adv=1.957, sprd=0.002]
Ep 021/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:47,  5.75it/s, loss=0.289, pair=0.012, adv=2.119, sprd=0.004]
Ep 021/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:44,  6.13it/s, loss=0.289, pair=0.012, adv=2.119, sprd=0.004]
Ep 021/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:44,  6.13it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:47,  5.70it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:47,  5.70it/s, loss=1.375, pair=3.621, adv=2.147, sprd=0.003]
Ep 021/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:44,  6.11it/s, loss=1.375, pair=3.621, adv=2.147, sprd=0.003]
Ep 021/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:44,  6.11it/s, loss=0.730, pair=1.200, adv=1.885, sprd=0.003]
Ep 021/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.76it/s, loss=0.730, pair=1.200, adv=1.885, sprd=0.003]
Ep 021/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.76it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.14it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.14it/s, loss=2.970, pair=8.828, adv=2.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:45,  5.83it/s, loss=2.970, pair=8.828, adv=2.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:45,  5.83it/s, loss=0.284, pair=0.012, adv=2.021, sprd=0.004]
Ep 021/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:43,  6.18it/s, loss=0.284, pair=0.012, adv=2.021, sprd=0.004]
Ep 021/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:43,  6.18it/s, loss=2.858, pair=8.578, adv=1.980, sprd=0.004]
Ep 021/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.85it/s, loss=2.858, pair=8.578, adv=1.980, sprd=0.004]
Ep 021/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.85it/s, loss=0.979, pair=2.309, adv=2.066, sprd=0.005]
Ep 021/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.18it/s, loss=0.979, pair=2.309, adv=2.066, sprd=0.005]
Ep 021/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.18it/s, loss=0.466, pair=0.367, adv=1.965, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.87it/s, loss=0.466, pair=0.367, adv=1.965, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.87it/s, loss=0.896, pair=2.111, adv=1.935, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:42,  6.22it/s, loss=0.896, pair=2.111, adv=1.935, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|▊ | 182/444 [00:30<00:42,  6.22it/s, loss=7.614, pair=24.453, adv=2.051, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|▊ | 183/444 [00:30<00:44,  5.86it/s, loss=7.614, pair=24.453, adv=2.051, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:44,  5.86it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:41,  6.22it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:41,  6.22it/s, loss=2.163, pair=6.285, adv=2.049, sprd=0.003]
Ep 021/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.80it/s, loss=2.163, pair=6.285, adv=2.049, sprd=0.003]
Ep 021/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.80it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.20it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.20it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:44,  5.83it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:44,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:41,  6.22it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  42%|▊ | 188/444 [00:31<00:41,  6.22it/s, loss=4.151, pair=13.016, adv=1.776, sprd=0.004]
Ep 021/60 [S2:+mat]:  43%|▊ | 189/444 [00:31<00:44,  5.72it/s, loss=4.151, pair=13.016, adv=1.776, sprd=0.004]
Ep 021/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:44,  5.72it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:41,  6.12it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  43%|█▎ | 190/444 [00:32<00:41,  6.12it/s, loss=0.370, pair=0.325, adv=1.919, sprd=0.003]
Ep 021/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:42,  5.96it/s, loss=0.370, pair=0.325, adv=1.919, sprd=0.003]
Ep 021/60 [S2:+mat]:  43%|▊ | 191/444 [00:32<00:42,  5.96it/s, loss=4.634, pair=14.516, adv=2.100, sprd=0.003]
Ep 021/60 [S2:+mat]:  43%|▊ | 192/444 [00:32<00:39,  6.31it/s, loss=4.634, pair=14.516, adv=2.100, sprd=0.003]
Ep 021/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:39,  6.31it/s, loss=3.241, pair=9.891, adv=2.055, sprd=0.004]
Ep 021/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:42,  5.92it/s, loss=3.241, pair=9.891, adv=2.055, sprd=0.004]
Ep 021/60 [S2:+mat]:  43%|▊ | 193/444 [00:32<00:42,  5.92it/s, loss=7.529, pair=24.266, adv=1.799, sprd=0.002]
Ep 021/60 [S2:+mat]:  44%|▊ | 194/444 [00:32<00:39,  6.25it/s, loss=7.529, pair=24.266, adv=1.799, sprd=0.002]
Ep 021/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:39,  6.25it/s, loss=1.934, pair=5.590, adv=1.883, sprd=0.003]
Ep 021/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.76it/s, loss=1.934, pair=5.590, adv=1.883, sprd=0.003]
Ep 021/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.76it/s, loss=0.668, pair=1.263, adv=2.220, sprd=0.003]
Ep 021/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:40,  6.15it/s, loss=0.668, pair=1.263, adv=2.220, sprd=0.003]
Ep 021/60 [S2:+mat]:  44%|▉ | 196/444 [00:33<00:40,  6.15it/s, loss=4.243, pair=13.234, adv=1.999, sprd=0.003]
Ep 021/60 [S2:+mat]:  44%|▉ | 197/444 [00:33<00:42,  5.77it/s, loss=4.243, pair=13.234, adv=1.999, sprd=0.003]
Ep 021/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.77it/s, loss=2.254, pair=6.547, adv=2.078, sprd=0.003]
Ep 021/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.16it/s, loss=2.254, pair=6.547, adv=2.078, sprd=0.003]
Ep 021/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.16it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:41,  5.92it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  45%|▉ | 199/444 [00:33<00:41,  5.92it/s, loss=5.718, pair=18.109, adv=2.080, sprd=0.004]
Ep 021/60 [S2:+mat]:  45%|▉ | 200/444 [00:33<00:39,  6.26it/s, loss=5.718, pair=18.109, adv=2.080, sprd=0.004]
Ep 021/60 [S2:+mat]:  45%|▉ | 200/444 [00:33<00:39,  6.26it/s, loss=5.938, pair=18.922, adv=1.831, sprd=0.002]
Ep 021/60 [S2:+mat]:  45%|▉ | 201/444 [00:33<00:41,  5.87it/s, loss=5.938, pair=18.922, adv=1.831, sprd=0.002]
Ep 021/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:41,  5.87it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:38,  6.24it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:38,  6.24it/s, loss=1.044, pair=2.543, adv=2.001, sprd=0.004]
Ep 021/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:40,  5.89it/s, loss=1.044, pair=2.543, adv=2.001, sprd=0.004]
Ep 021/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:40,  5.89it/s, loss=0.938, pair=2.262, adv=1.833, sprd=0.003]
Ep 021/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:38,  6.24it/s, loss=0.938, pair=2.262, adv=1.833, sprd=0.003]
Ep 021/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:38,  6.24it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:41,  5.76it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:41,  5.76it/s, loss=0.421, pair=0.200, adv=2.047, sprd=0.003]
Ep 021/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.15it/s, loss=0.421, pair=0.200, adv=2.047, sprd=0.003]
Ep 021/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.15it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:41,  5.75it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:41,  5.75it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  47%|█▍ | 208/444 [00:34<00:38,  6.16it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:38,  6.16it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.74it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.74it/s, loss=3.034, pair=9.234, adv=1.962, sprd=0.002]
Ep 021/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:38,  6.13it/s, loss=3.034, pair=9.234, adv=1.962, sprd=0.002]
Ep 021/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:38,  6.13it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.89it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.89it/s, loss=1.387, pair=3.730, adv=1.955, sprd=0.003]
Ep 021/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.26it/s, loss=1.387, pair=3.730, adv=1.955, sprd=0.003]
Ep 021/60 [S2:+mat]:  48%|▉ | 212/444 [00:35<00:37,  6.26it/s, loss=4.583, pair=14.391, adv=2.001, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|▉ | 213/444 [00:35<00:38,  5.95it/s, loss=4.583, pair=14.391, adv=2.001, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:38,  5.95it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|█▍ | 214/444 [00:35<00:36,  6.32it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:36,  6.32it/s, loss=3.211, pair=9.531, adv=2.085, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:38,  5.95it/s, loss=3.211, pair=9.531, adv=2.085, sprd=0.002]
Ep 021/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:38,  5.95it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.30it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.30it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:39,  5.74it/s, loss=0.297, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  49%|▉ | 217/444 [00:36<00:39,  5.74it/s, loss=3.442, pair=10.562, adv=2.058, sprd=0.003]
Ep 021/60 [S2:+mat]:  49%|▉ | 218/444 [00:36<00:36,  6.12it/s, loss=3.442, pair=10.562, adv=2.058, sprd=0.003]
Ep 021/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.12it/s, loss=2.049, pair=5.938, adv=1.961, sprd=0.002]
Ep 021/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:38,  5.81it/s, loss=2.049, pair=5.938, adv=1.961, sprd=0.002]
Ep 021/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:38,  5.81it/s, loss=0.258, pair=0.000, adv=1.887, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▍ | 220/444 [00:36<00:36,  6.17it/s, loss=0.258, pair=0.000, adv=1.887, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:36,  6.17it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:39,  5.67it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:39,  5.67it/s, loss=3.021, pair=9.172, adv=1.953, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:36,  6.08it/s, loss=3.021, pair=9.172, adv=1.953, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█ | 222/444 [00:37<00:36,  6.08it/s, loss=4.788, pair=15.047, adv=2.043, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█ | 223/444 [00:37<00:38,  5.76it/s, loss=4.788, pair=15.047, adv=2.043, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:38,  5.76it/s, loss=0.313, pair=0.153, adv=2.007, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.14it/s, loss=0.313, pair=0.153, adv=2.007, sprd=0.002]
Ep 021/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.14it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:38,  5.76it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█ | 225/444 [00:37<00:38,  5.76it/s, loss=4.911, pair=15.508, adv=1.934, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█ | 226/444 [00:37<00:35,  6.14it/s, loss=4.911, pair=15.508, adv=1.934, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:35,  6.14it/s, loss=0.332, pair=0.169, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:37,  5.77it/s, loss=0.332, pair=0.169, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:37,  5.77it/s, loss=1.995, pair=5.793, adv=1.850, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:35,  6.14it/s, loss=1.995, pair=5.793, adv=1.850, sprd=0.002]
Ep 021/60 [S2:+mat]:  51%|█ | 228/444 [00:38<00:35,  6.14it/s, loss=4.314, pair=13.461, adv=2.045, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█ | 229/444 [00:38<00:36,  5.85it/s, loss=4.314, pair=13.461, adv=2.045, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:36,  5.85it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.23it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.23it/s, loss=0.737, pair=1.545, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:35,  5.92it/s, loss=0.737, pair=1.545, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:35,  5.92it/s, loss=0.484, pair=0.778, adv=1.730, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 232/444 [00:38<00:33,  6.29it/s, loss=0.484, pair=0.778, adv=1.730, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:33,  6.29it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:35,  5.90it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  52%|█ | 233/444 [00:39<00:35,  5.90it/s, loss=3.603, pair=11.141, adv=1.988, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█ | 234/444 [00:39<00:33,  6.24it/s, loss=3.603, pair=11.141, adv=1.988, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.24it/s, loss=1.565, pair=4.281, adv=2.071, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:35,  5.87it/s, loss=1.565, pair=4.281, adv=2.071, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:35,  5.87it/s, loss=0.945, pair=2.262, adv=1.957, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.22it/s, loss=0.945, pair=2.262, adv=1.957, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.22it/s, loss=1.574, pair=4.074, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:35,  5.88it/s, loss=1.574, pair=4.074, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  53%|█ | 237/444 [00:39<00:35,  5.88it/s, loss=8.515, pair=27.453, adv=2.055, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█ | 238/444 [00:39<00:32,  6.25it/s, loss=8.515, pair=27.453, adv=2.055, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:32,  6.25it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.84it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.20it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.20it/s, loss=2.354, pair=6.953, adv=1.840, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:36,  5.62it/s, loss=2.354, pair=6.953, adv=1.840, sprd=0.002]
Ep 021/60 [S2:+mat]:  54%|█ | 241/444 [00:40<00:36,  5.62it/s, loss=3.726, pair=11.547, adv=1.941, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█ | 242/444 [00:40<00:33,  6.04it/s, loss=3.726, pair=11.547, adv=1.941, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:33,  6.04it/s, loss=0.499, pair=0.825, adv=1.823, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.77it/s, loss=0.499, pair=0.825, adv=1.823, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.77it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:32,  6.16it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█ | 244/444 [00:41<00:32,  6.16it/s, loss=5.144, pair=16.203, adv=2.080, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█ | 245/444 [00:41<00:33,  5.86it/s, loss=5.144, pair=16.203, adv=2.080, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.24it/s, loss=2.127, pair=6.074, adv=2.117, sprd=0.003]
Ep 021/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:35,  5.56it/s, loss=2.127, pair=6.074, adv=2.117, sprd=0.003]
Ep 021/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:35,  5.56it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:32,  5.99it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:32,  5.99it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:33,  5.75it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  56%|█ | 249/444 [00:41<00:33,  5.75it/s, loss=9.514, pair=30.828, adv=2.008, sprd=0.003]
Ep 021/60 [S2:+mat]:  56%|█▏| 250/444 [00:41<00:31,  6.14it/s, loss=9.514, pair=30.828, adv=2.008, sprd=0.003]
Ep 021/60 [S2:+mat]:  56%|█▏| 250/444 [00:42<00:31,  6.14it/s, loss=6.185, pair=19.656, adv=2.146, sprd=0.002]
Ep 021/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:33,  5.83it/s, loss=6.185, pair=19.656, adv=2.146, sprd=0.002]
Ep 021/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.83it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:30,  6.22it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:30,  6.22it/s, loss=0.325, pair=0.075, adv=2.298, sprd=0.004]
Ep 021/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:33,  5.78it/s, loss=0.325, pair=0.075, adv=2.298, sprd=0.004]
Ep 021/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:33,  5.78it/s, loss=1.024, pair=2.512, adv=2.029, sprd=0.002]
Ep 021/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.14it/s, loss=1.024, pair=2.512, adv=2.029, sprd=0.002]
Ep 021/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.14it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:32,  5.80it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:32,  5.80it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  58%|█▋ | 256/444 [00:42<00:30,  6.20it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.20it/s, loss=2.936, pair=8.609, adv=2.045, sprd=0.005]
Ep 021/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.78it/s, loss=2.936, pair=8.609, adv=2.045, sprd=0.005]
Ep 021/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.78it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.18it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.18it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.89it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.89it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  59%|█▏| 260/444 [00:43<00:29,  6.26it/s, loss=3.587, pair=10.992, adv=2.165, sprd=0.004]
Ep 021/60 [S2:+mat]:  59%|█▏| 261/444 [00:43<00:31,  5.81it/s, loss=3.587, pair=10.992, adv=2.165, sprd=0.004]
Ep 021/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:31,  5.81it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  59%|█▊ | 262/444 [00:43<00:29,  6.18it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  59%|█▏| 262/444 [00:44<00:29,  6.18it/s, loss=5.541, pair=17.641, adv=1.673, sprd=0.002]
Ep 021/60 [S2:+mat]:  59%|█▏| 263/444 [00:44<00:30,  5.94it/s, loss=5.541, pair=17.641, adv=1.673, sprd=0.002]
Ep 021/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:30,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:28,  6.28it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:28,  6.28it/s, loss=0.399, pair=0.466, adv=1.827, sprd=0.002]
Ep 021/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.89it/s, loss=0.399, pair=0.466, adv=1.827, sprd=0.002]
Ep 021/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.89it/s, loss=1.788, pair=5.031, adv=2.130, sprd=0.004]
Ep 021/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.26it/s, loss=1.788, pair=5.031, adv=2.130, sprd=0.004]
Ep 021/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.26it/s, loss=1.816, pair=5.168, adv=2.022, sprd=0.002]
Ep 021/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:30,  5.88it/s, loss=1.816, pair=5.168, adv=2.022, sprd=0.002]
Ep 021/60 [S2:+mat]:  60%|█▏| 267/444 [00:44<00:30,  5.88it/s, loss=6.887, pair=22.109, adv=1.871, sprd=0.002]
Ep 021/60 [S2:+mat]:  60%|█▏| 268/444 [00:44<00:28,  6.24it/s, loss=6.887, pair=22.109, adv=1.871, sprd=0.002]
Ep 021/60 [S2:+mat]:  60%|█▏| 268/444 [00:45<00:28,  6.24it/s, loss=6.251, pair=19.859, adv=2.019, sprd=0.003]
Ep 021/60 [S2:+mat]:  61%|█▏| 269/444 [00:45<00:29,  5.87it/s, loss=6.251, pair=19.859, adv=2.019, sprd=0.003]
Ep 021/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:29,  5.87it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.22it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.22it/s, loss=0.940, pair=2.168, adv=1.991, sprd=0.003]
Ep 021/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:30,  5.65it/s, loss=0.940, pair=2.168, adv=1.991, sprd=0.003]
Ep 021/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:30,  5.65it/s, loss=1.024, pair=2.574, adv=1.885, sprd=0.003]
Ep 021/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:28,  6.04it/s, loss=1.024, pair=2.574, adv=1.885, sprd=0.003]
Ep 021/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:28,  6.04it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.006]
Ep 021/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:30,  5.63it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.006]
Ep 021/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:30,  5.63it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  62%|█▊ | 274/444 [00:45<00:28,  6.06it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:28,  6.06it/s, loss=0.278, pair=0.012, adv=2.030, sprd=0.004]
Ep 021/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.77it/s, loss=0.278, pair=0.012, adv=2.030, sprd=0.004]
Ep 021/60 [S2:+mat]:  62%|█▏| 275/444 [00:46<00:29,  5.77it/s, loss=4.363, pair=13.641, adv=2.057, sprd=0.003]
Ep 021/60 [S2:+mat]:  62%|█▏| 276/444 [00:46<00:27,  6.16it/s, loss=4.363, pair=13.641, adv=2.057, sprd=0.003]
Ep 021/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.16it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:28,  5.85it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:28,  5.85it/s, loss=2.336, pair=6.887, adv=2.052, sprd=0.003]
Ep 021/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:26,  6.21it/s, loss=2.336, pair=6.887, adv=2.052, sprd=0.003]
Ep 021/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:26,  6.21it/s, loss=1.982, pair=5.703, adv=2.028, sprd=0.004]
Ep 021/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:29,  5.68it/s, loss=1.982, pair=5.703, adv=2.028, sprd=0.004]
Ep 021/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:29,  5.68it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  63%|█▉ | 280/444 [00:46<00:26,  6.09it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.09it/s, loss=2.891, pair=8.734, adv=2.110, sprd=0.003]
Ep 021/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:27,  5.86it/s, loss=2.891, pair=8.734, adv=2.110, sprd=0.003]
Ep 021/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:27,  5.86it/s, loss=2.520, pair=7.504, adv=2.001, sprd=0.003]
Ep 021/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.23it/s, loss=2.520, pair=7.504, adv=2.001, sprd=0.003]
Ep 021/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.23it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:27,  5.80it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  64%|█▎| 283/444 [00:47<00:27,  5.80it/s, loss=4.216, pair=13.094, adv=2.169, sprd=0.002]
Ep 021/60 [S2:+mat]:  64%|█▎| 284/444 [00:47<00:25,  6.18it/s, loss=4.216, pair=13.094, adv=2.169, sprd=0.002]
Ep 021/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:25,  6.18it/s, loss=0.472, pair=0.716, adv=1.876, sprd=0.002]
Ep 021/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:27,  5.75it/s, loss=0.472, pair=0.716, adv=1.876, sprd=0.002]
Ep 021/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:27,  5.75it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  64%|█▉ | 286/444 [00:47<00:25,  6.13it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  64%|█▎| 286/444 [00:48<00:25,  6.13it/s, loss=7.703, pair=24.688, adv=2.282, sprd=0.003]
Ep 021/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:27,  5.77it/s, loss=7.703, pair=24.688, adv=2.282, sprd=0.003]
Ep 021/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:27,  5.77it/s, loss=1.690, pair=4.766, adv=1.992, sprd=0.002]
Ep 021/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:25,  6.15it/s, loss=1.690, pair=4.766, adv=1.992, sprd=0.002]
Ep 021/60 [S2:+mat]:  65%|▋| 288/444 [00:48<00:25,  6.15it/s, loss=13.517, pair=44.125, adv=2.089, sprd=0.003]
Ep 021/60 [S2:+mat]:  65%|▋| 289/444 [00:48<00:26,  5.81it/s, loss=13.517, pair=44.125, adv=2.089, sprd=0.003]
Ep 021/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:26,  5.81it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:24,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:24,  6.18it/s, loss=0.334, pair=0.262, adv=1.904, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:26,  5.71it/s, loss=0.334, pair=0.262, adv=1.904, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:26,  5.71it/s, loss=3.228, pair=9.891, adv=1.937, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 292/444 [00:48<00:24,  6.09it/s, loss=3.228, pair=9.891, adv=1.937, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.09it/s, loss=2.963, pair=8.547, adv=1.984, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:25,  5.83it/s, loss=2.963, pair=8.547, adv=1.984, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:25,  5.83it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.22it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.22it/s, loss=2.749, pair=8.031, adv=2.006, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.95it/s, loss=2.749, pair=8.031, adv=2.006, sprd=0.002]
Ep 021/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.95it/s, loss=1.972, pair=5.652, adv=2.075, sprd=0.003]
Ep 021/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:23,  6.26it/s, loss=1.972, pair=5.652, adv=2.075, sprd=0.003]
Ep 021/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:23,  6.26it/s, loss=2.998, pair=9.094, adv=1.935, sprd=0.003]
Ep 021/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:24,  5.90it/s, loss=2.998, pair=9.094, adv=1.935, sprd=0.003]
Ep 021/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:24,  5.90it/s, loss=0.271, pair=0.000, adv=2.054, sprd=0.002]
Ep 021/60 [S2:+mat]:  67%|██ | 298/444 [00:49<00:23,  6.27it/s, loss=0.271, pair=0.000, adv=2.054, sprd=0.002]
Ep 021/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.27it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.77it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.77it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.15it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.15it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:25,  5.56it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:25,  5.56it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:23,  6.00it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  68%|█▎| 302/444 [00:50<00:23,  6.00it/s, loss=4.110, pair=12.781, adv=1.991, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|█▎| 303/444 [00:50<00:24,  5.75it/s, loss=4.110, pair=12.781, adv=1.991, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|██ | 303/444 [00:50<00:24,  5.75it/s, loss=1.354, pair=3.668, adv=1.915, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|██ | 304/444 [00:50<00:22,  6.14it/s, loss=1.354, pair=3.668, adv=1.915, sprd=0.002]
Ep 021/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:22,  6.14it/s, loss=2.525, pair=7.570, adv=1.836, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:24,  5.77it/s, loss=2.525, pair=7.570, adv=1.836, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:24,  5.77it/s, loss=1.580, pair=4.320, adv=2.172, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:22,  6.14it/s, loss=1.580, pair=4.320, adv=2.172, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:22,  6.14it/s, loss=0.457, pair=0.575, adv=2.038, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.87it/s, loss=0.457, pair=0.575, adv=2.038, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.87it/s, loss=1.242, pair=3.262, adv=1.955, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:21,  6.24it/s, loss=1.242, pair=3.262, adv=1.955, sprd=0.002]
Ep 021/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:21,  6.24it/s, loss=2.173, pair=6.324, adv=1.999, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:23,  5.86it/s, loss=2.173, pair=6.324, adv=1.999, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|▋| 309/444 [00:51<00:23,  5.86it/s, loss=10.011, pair=32.469, adv=1.940, sprd=0.003]
Ep 021/60 [S2:+mat]:  70%|▋| 310/444 [00:51<00:21,  6.23it/s, loss=10.011, pair=32.469, adv=1.940, sprd=0.003]
Ep 021/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.23it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:22,  5.97it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:22,  5.97it/s, loss=3.679, pair=9.703, adv=1.901, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:20,  6.35it/s, loss=3.679, pair=9.703, adv=1.901, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|█▍| 312/444 [00:52<00:20,  6.35it/s, loss=3.783, pair=11.547, adv=2.201, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|█▍| 313/444 [00:52<00:21,  6.07it/s, loss=3.783, pair=11.547, adv=2.201, sprd=0.002]
Ep 021/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:21,  6.07it/s, loss=0.425, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.42it/s, loss=0.425, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.42it/s, loss=3.265, pair=9.984, adv=1.968, sprd=0.002]
Ep 021/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:21,  6.04it/s, loss=3.265, pair=9.984, adv=1.968, sprd=0.002]
Ep 021/60 [S2:+mat]:  71%|█▍| 315/444 [00:52<00:21,  6.04it/s, loss=3.793, pair=11.703, adv=2.159, sprd=0.002]
Ep 021/60 [S2:+mat]:  71%|█▍| 316/444 [00:52<00:20,  6.36it/s, loss=3.793, pair=11.703, adv=2.159, sprd=0.002]
Ep 021/60 [S2:+mat]:  71%|█▍| 316/444 [00:53<00:20,  6.36it/s, loss=6.651, pair=21.141, adv=2.256, sprd=0.003]
Ep 021/60 [S2:+mat]:  71%|█▍| 317/444 [00:53<00:21,  5.98it/s, loss=6.651, pair=21.141, adv=2.256, sprd=0.003]
Ep 021/60 [S2:+mat]:  71%|█▍| 317/444 [00:53<00:21,  5.98it/s, loss=3.311, pair=10.078, adv=2.170, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|█▍| 318/444 [00:53<00:19,  6.31it/s, loss=3.311, pair=10.078, adv=2.170, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:19,  6.31it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.91it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.91it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.28it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.28it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:20,  5.98it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:20,  5.98it/s, loss=0.925, pair=1.959, adv=1.859, sprd=0.002]
Ep 021/60 [S2:+mat]:  73%|██▏| 322/444 [00:53<00:19,  6.32it/s, loss=0.925, pair=1.959, adv=1.859, sprd=0.002]
Ep 021/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.32it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.91it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  73%|█▍| 323/444 [00:54<00:20,  5.91it/s, loss=3.995, pair=12.328, adv=2.223, sprd=0.003]
Ep 021/60 [S2:+mat]:  73%|█▍| 324/444 [00:54<00:19,  6.28it/s, loss=3.995, pair=12.328, adv=2.223, sprd=0.003]
Ep 021/60 [S2:+mat]:  73%|█▍| 324/444 [00:54<00:19,  6.28it/s, loss=4.311, pair=13.406, adv=2.124, sprd=0.003]
Ep 021/60 [S2:+mat]:  73%|█▍| 325/444 [00:54<00:20,  5.79it/s, loss=4.311, pair=13.406, adv=2.124, sprd=0.003]
Ep 021/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.79it/s, loss=0.315, pair=0.169, adv=1.954, sprd=0.002]
Ep 021/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:19,  6.16it/s, loss=0.315, pair=0.169, adv=1.954, sprd=0.002]
Ep 021/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:19,  6.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:20,  5.78it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:20,  5.78it/s, loss=0.463, pair=0.575, adv=2.117, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 328/444 [00:54<00:18,  6.14it/s, loss=0.463, pair=0.575, adv=2.117, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.14it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.84it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.84it/s, loss=2.007, pair=5.793, adv=1.986, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.21it/s, loss=2.007, pair=5.793, adv=1.986, sprd=0.002]
Ep 021/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.21it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:19,  5.81it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:19,  5.81it/s, loss=0.540, pair=0.919, adv=1.956, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:18,  6.20it/s, loss=0.540, pair=0.919, adv=1.956, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|█▍| 332/444 [00:55<00:18,  6.20it/s, loss=3.276, pair=10.102, adv=1.707, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|█▌| 333/444 [00:55<00:19,  5.82it/s, loss=3.276, pair=10.102, adv=1.707, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:19,  5.82it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  75%|██▎| 334/444 [00:55<00:17,  6.19it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:17,  6.19it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:18,  5.87it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:18,  5.87it/s, loss=2.376, pair=6.938, adv=2.113, sprd=0.003]
Ep 021/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.21it/s, loss=2.376, pair=6.938, adv=2.113, sprd=0.003]
Ep 021/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.21it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.82it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.82it/s, loss=0.477, pair=0.700, adv=2.012, sprd=0.002]
Ep 021/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.20it/s, loss=0.477, pair=0.700, adv=2.012, sprd=0.002]
Ep 021/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.20it/s, loss=1.412, pair=3.049, adv=2.138, sprd=0.002]
Ep 021/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:17,  5.86it/s, loss=1.412, pair=3.049, adv=2.138, sprd=0.002]
Ep 021/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:17,  5.86it/s, loss=2.523, pair=7.527, adv=1.868, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|██▎| 340/444 [00:56<00:16,  6.23it/s, loss=2.523, pair=7.527, adv=1.868, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|██▎| 340/444 [00:57<00:16,  6.23it/s, loss=1.245, pair=3.137, adv=2.208, sprd=0.003]
Ep 021/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:17,  5.79it/s, loss=1.245, pair=3.137, adv=2.208, sprd=0.003]
Ep 021/60 [S2:+mat]:  77%|█▌| 341/444 [00:57<00:17,  5.79it/s, loss=4.262, pair=13.312, adv=1.992, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|█▌| 342/444 [00:57<00:16,  6.15it/s, loss=4.262, pair=13.312, adv=1.992, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.15it/s, loss=3.081, pair=9.344, adv=2.041, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.88it/s, loss=3.081, pair=9.344, adv=2.041, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.88it/s, loss=0.960, pair=2.324, adv=1.941, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.22it/s, loss=0.960, pair=2.324, adv=1.941, sprd=0.002]
Ep 021/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.22it/s, loss=1.539, pair=3.824, adv=2.085, sprd=0.003]
Ep 021/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:16,  5.84it/s, loss=1.539, pair=3.824, adv=2.085, sprd=0.003]
Ep 021/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:16,  5.84it/s, loss=2.329, pair=6.746, adv=2.168, sprd=0.002]
Ep 021/60 [S2:+mat]:  78%|██▎| 346/444 [00:57<00:15,  6.19it/s, loss=2.329, pair=6.746, adv=2.168, sprd=0.002]
Ep 021/60 [S2:+mat]:  78%|█▌| 346/444 [00:58<00:15,  6.19it/s, loss=4.522, pair=13.828, adv=2.316, sprd=0.003]
Ep 021/60 [S2:+mat]:  78%|█▌| 347/444 [00:58<00:16,  5.81it/s, loss=4.522, pair=13.828, adv=2.316, sprd=0.003]
Ep 021/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:16,  5.81it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:15,  6.20it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:15,  6.20it/s, loss=0.659, pair=1.294, adv=1.957, sprd=0.003]
Ep 021/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.73it/s, loss=0.659, pair=1.294, adv=1.957, sprd=0.003]
Ep 021/60 [S2:+mat]:  79%|█▌| 349/444 [00:58<00:16,  5.73it/s, loss=8.007, pair=25.766, adv=2.021, sprd=0.003]
Ep 021/60 [S2:+mat]:  79%|█▌| 350/444 [00:58<00:15,  6.10it/s, loss=8.007, pair=25.766, adv=2.021, sprd=0.003]
Ep 021/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.10it/s, loss=3.161, pair=9.578, adv=1.867, sprd=0.002]
Ep 021/60 [S2:+mat]:  79%|██▎| 351/444 [00:58<00:16,  5.64it/s, loss=3.161, pair=9.578, adv=1.867, sprd=0.002]
Ep 021/60 [S2:+mat]:  79%|██▎| 351/444 [00:58<00:16,  5.64it/s, loss=1.945, pair=5.562, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  79%|██▍| 352/444 [00:58<00:15,  6.04it/s, loss=1.945, pair=5.562, adv=2.042, sprd=0.002]
Ep 021/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:15,  6.04it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:16,  5.54it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:16,  5.54it/s, loss=1.285, pair=3.371, adv=1.965, sprd=0.002]
Ep 021/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:15,  5.97it/s, loss=1.285, pair=3.371, adv=1.965, sprd=0.002]
Ep 021/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:15,  5.97it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:15,  5.58it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  80%|█▌| 355/444 [00:59<00:15,  5.58it/s, loss=6.886, pair=22.000, adv=2.155, sprd=0.002]
Ep 021/60 [S2:+mat]:  80%|█▌| 356/444 [00:59<00:14,  5.99it/s, loss=6.886, pair=22.000, adv=2.155, sprd=0.002]
Ep 021/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  5.99it/s, loss=1.503, pair=4.047, adv=2.160, sprd=0.003]
Ep 021/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:15,  5.68it/s, loss=1.503, pair=4.047, adv=2.160, sprd=0.003]
Ep 021/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:15,  5.68it/s, loss=2.445, pair=7.156, adv=2.199, sprd=0.003]
Ep 021/60 [S2:+mat]:  81%|██▍| 358/444 [00:59<00:14,  6.07it/s, loss=2.445, pair=7.156, adv=2.199, sprd=0.003]
Ep 021/60 [S2:+mat]:  81%|█▌| 358/444 [01:00<00:14,  6.07it/s, loss=6.666, pair=21.297, adv=2.078, sprd=0.002]
Ep 021/60 [S2:+mat]:  81%|█▌| 359/444 [01:00<00:14,  5.84it/s, loss=6.666, pair=21.297, adv=2.078, sprd=0.002]
Ep 021/60 [S2:+mat]:  81%|█▌| 359/444 [01:00<00:14,  5.84it/s, loss=7.601, pair=24.391, adv=2.068, sprd=0.003]
Ep 021/60 [S2:+mat]:  81%|█▌| 360/444 [01:00<00:13,  6.20it/s, loss=7.601, pair=24.391, adv=2.068, sprd=0.003]
Ep 021/60 [S2:+mat]:  81%|█▌| 360/444 [01:00<00:13,  6.20it/s, loss=3.427, pair=10.484, adv=2.022, sprd=0.002]
Ep 021/60 [S2:+mat]:  81%|█▋| 361/444 [01:00<00:14,  5.74it/s, loss=3.427, pair=10.484, adv=2.022, sprd=0.002]
Ep 021/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:14,  5.74it/s, loss=1.450, pair=3.904, adv=2.103, sprd=0.002]
Ep 021/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.13it/s, loss=1.450, pair=3.904, adv=2.103, sprd=0.002]
Ep 021/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.13it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:14,  5.75it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:14,  5.75it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  82%|██▍| 364/444 [01:00<00:12,  6.16it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  82%|██▍| 364/444 [01:01<00:12,  6.16it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  5.86it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  5.86it/s, loss=0.301, pair=0.075, adv=2.050, sprd=0.003]
Ep 021/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.23it/s, loss=0.301, pair=0.075, adv=2.050, sprd=0.003]
Ep 021/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.23it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.81it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.81it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.22it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.22it/s, loss=0.500, pair=0.763, adv=2.009, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:13,  5.62it/s, loss=0.500, pair=0.763, adv=2.009, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:13,  5.62it/s, loss=0.817, pair=1.794, adv=2.136, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▌| 370/444 [01:01<00:12,  6.01it/s, loss=0.817, pair=1.794, adv=2.136, sprd=0.003]
Ep 021/60 [S2:+mat]:  83%|██▌| 370/444 [01:02<00:12,  6.01it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:13,  5.54it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:13,  5.54it/s, loss=0.277, pair=0.000, adv=2.050, sprd=0.002]
Ep 021/60 [S2:+mat]:  84%|██▌| 372/444 [01:02<00:12,  5.96it/s, loss=0.277, pair=0.000, adv=2.050, sprd=0.002]
Ep 021/60 [S2:+mat]:  84%|██▌| 372/444 [01:02<00:12,  5.96it/s, loss=2.168, pair=6.355, adv=2.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  84%|██▌| 373/444 [01:02<00:12,  5.73it/s, loss=2.168, pair=6.355, adv=2.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  84%|██▌| 373/444 [01:02<00:12,  5.73it/s, loss=0.315, pair=0.106, adv=2.104, sprd=0.003]
Ep 021/60 [S2:+mat]:  84%|██▌| 374/444 [01:02<00:11,  6.13it/s, loss=0.315, pair=0.106, adv=2.104, sprd=0.003]
Ep 021/60 [S2:+mat]:  84%|█▋| 374/444 [01:02<00:11,  6.13it/s, loss=5.317, pair=16.766, adv=2.164, sprd=0.003]
Ep 021/60 [S2:+mat]:  84%|█▋| 375/444 [01:02<00:11,  5.86it/s, loss=5.317, pair=16.766, adv=2.164, sprd=0.003]
Ep 021/60 [S2:+mat]:  84%|██▌| 375/444 [01:02<00:11,  5.86it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  85%|██▌| 376/444 [01:02<00:10,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:10,  6.25it/s, loss=0.433, pair=0.528, adv=2.081, sprd=0.003]
Ep 021/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:11,  5.79it/s, loss=0.433, pair=0.528, adv=2.081, sprd=0.003]
Ep 021/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:11,  5.79it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:10,  6.17it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:10,  6.17it/s, loss=2.208, pair=6.508, adv=1.873, sprd=0.002]
Ep 021/60 [S2:+mat]:  85%|██▌| 379/444 [01:03<00:11,  5.82it/s, loss=2.208, pair=6.508, adv=1.873, sprd=0.002]
Ep 021/60 [S2:+mat]:  85%|██▌| 379/444 [01:03<00:11,  5.82it/s, loss=0.539, pair=0.872, adv=2.158, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 380/444 [01:03<00:10,  6.19it/s, loss=0.539, pair=0.872, adv=2.158, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 380/444 [01:03<00:10,  6.19it/s, loss=0.443, pair=0.575, adv=2.023, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 381/444 [01:03<00:11,  5.68it/s, loss=0.443, pair=0.575, adv=2.023, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 381/444 [01:03<00:11,  5.68it/s, loss=1.101, pair=2.762, adv=2.067, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 382/444 [01:03<00:10,  6.05it/s, loss=1.101, pair=2.762, adv=2.067, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 382/444 [01:04<00:10,  6.05it/s, loss=2.356, pair=6.891, adv=2.185, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.83it/s, loss=2.356, pair=6.891, adv=2.185, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.83it/s, loss=0.577, pair=1.021, adv=2.035, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.20it/s, loss=0.577, pair=1.021, adv=2.035, sprd=0.002]
Ep 021/60 [S2:+mat]:  86%|█▋| 384/444 [01:04<00:09,  6.20it/s, loss=3.340, pair=10.266, adv=1.904, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|█▋| 385/444 [01:04<00:10,  5.74it/s, loss=3.340, pair=10.266, adv=1.904, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:10,  5.74it/s, loss=3.224, pair=9.891, adv=1.863, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.12it/s, loss=3.224, pair=9.891, adv=1.863, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.12it/s, loss=2.566, pair=7.602, adv=2.115, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.81it/s, loss=2.566, pair=7.602, adv=2.115, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|██▌| 388/444 [01:04<00:09,  6.21it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  87%|██▌| 388/444 [01:05<00:09,  6.21it/s, loss=2.810, pair=8.406, adv=2.104, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|██▋| 389/444 [01:05<00:09,  5.86it/s, loss=2.810, pair=8.406, adv=2.104, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|██▋| 389/444 [01:05<00:09,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.24it/s, loss=1.945, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|██▋| 391/444 [01:05<00:08,  5.96it/s, loss=1.945, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|██▋| 391/444 [01:05<00:08,  5.96it/s, loss=2.541, pair=7.555, adv=2.122, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|██▋| 392/444 [01:05<00:08,  6.30it/s, loss=2.541, pair=7.555, adv=2.122, sprd=0.002]
Ep 021/60 [S2:+mat]:  88%|█▊| 392/444 [01:05<00:08,  6.30it/s, loss=6.584, pair=18.891, adv=2.109, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|█▊| 393/444 [01:05<00:08,  5.98it/s, loss=6.584, pair=18.891, adv=2.109, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.98it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|██▋| 394/444 [01:05<00:07,  6.33it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:07,  6.33it/s, loss=2.089, pair=6.090, adv=1.922, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.86it/s, loss=2.089, pair=6.090, adv=1.922, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.86it/s, loss=1.467, pair=3.980, adv=2.068, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.23it/s, loss=1.467, pair=3.980, adv=2.068, sprd=0.003]
Ep 021/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.23it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:07,  5.92it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 021/60 [S2:+mat]:  89%|█▊| 397/444 [01:06<00:07,  5.92it/s, loss=7.285, pair=23.391, adv=1.970, sprd=0.005]
Ep 021/60 [S2:+mat]:  90%|█▊| 398/444 [01:06<00:07,  6.26it/s, loss=7.285, pair=23.391, adv=1.970, sprd=0.005]
Ep 021/60 [S2:+mat]:  90%|█▊| 398/444 [01:06<00:07,  6.26it/s, loss=7.469, pair=23.984, adv=2.104, sprd=0.003]
Ep 021/60 [S2:+mat]:  90%|█▊| 399/444 [01:06<00:07,  5.81it/s, loss=7.469, pair=23.984, adv=2.104, sprd=0.003]
Ep 021/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.81it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  90%|██▋| 400/444 [01:06<00:07,  6.21it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  90%|█▊| 400/444 [01:07<00:07,  6.21it/s, loss=6.241, pair=19.828, adv=2.122, sprd=0.005]
Ep 021/60 [S2:+mat]:  90%|█▊| 401/444 [01:07<00:07,  5.74it/s, loss=6.241, pair=19.828, adv=2.122, sprd=0.005]
Ep 021/60 [S2:+mat]:  90%|█▊| 401/444 [01:07<00:07,  5.74it/s, loss=4.945, pair=15.578, adv=2.017, sprd=0.003]
Ep 021/60 [S2:+mat]:  91%|█▊| 402/444 [01:07<00:06,  6.12it/s, loss=4.945, pair=15.578, adv=2.017, sprd=0.003]
Ep 021/60 [S2:+mat]:  91%|██▋| 402/444 [01:07<00:06,  6.12it/s, loss=1.930, pair=5.461, adv=2.140, sprd=0.004]
Ep 021/60 [S2:+mat]:  91%|██▋| 403/444 [01:07<00:07,  5.76it/s, loss=1.930, pair=5.461, adv=2.140, sprd=0.004]
Ep 021/60 [S2:+mat]:  91%|██▋| 403/444 [01:07<00:07,  5.76it/s, loss=2.300, pair=6.781, adv=1.929, sprd=0.003]
Ep 021/60 [S2:+mat]:  91%|██▋| 404/444 [01:07<00:06,  6.15it/s, loss=2.300, pair=6.781, adv=1.929, sprd=0.003]
Ep 021/60 [S2:+mat]:  91%|██▋| 404/444 [01:07<00:06,  6.15it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  91%|██▋| 405/444 [01:07<00:06,  5.88it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  91%|██▋| 405/444 [01:07<00:06,  5.88it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  91%|██▋| 406/444 [01:07<00:06,  6.26it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  91%|██▋| 406/444 [01:08<00:06,  6.26it/s, loss=2.434, pair=7.262, adv=1.790, sprd=0.004]
Ep 021/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.77it/s, loss=2.434, pair=7.262, adv=1.790, sprd=0.004]
Ep 021/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.77it/s, loss=0.286, pair=0.028, adv=2.009, sprd=0.004]
Ep 021/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.16it/s, loss=0.286, pair=0.028, adv=2.009, sprd=0.004]
Ep 021/60 [S2:+mat]:  92%|█▊| 408/444 [01:08<00:05,  6.16it/s, loss=8.752, pair=28.266, adv=2.045, sprd=0.003]
Ep 021/60 [S2:+mat]:  92%|█▊| 409/444 [01:08<00:05,  5.90it/s, loss=8.752, pair=28.266, adv=2.045, sprd=0.003]
Ep 021/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:05,  5.90it/s, loss=1.045, pair=2.512, adv=2.243, sprd=0.003]
Ep 021/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.25it/s, loss=1.045, pair=2.512, adv=2.243, sprd=0.003]
Ep 021/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.25it/s, loss=2.920, pair=8.797, adv=2.051, sprd=0.003]
Ep 021/60 [S2:+mat]:  93%|██▊| 411/444 [01:08<00:05,  5.89it/s, loss=2.920, pair=8.797, adv=2.051, sprd=0.003]
Ep 021/60 [S2:+mat]:  93%|██▊| 411/444 [01:08<00:05,  5.89it/s, loss=0.802, pair=1.777, adv=1.994, sprd=0.004]
Ep 021/60 [S2:+mat]:  93%|██▊| 412/444 [01:08<00:05,  6.25it/s, loss=0.802, pair=1.777, adv=1.994, sprd=0.004]
Ep 021/60 [S2:+mat]:  93%|██▊| 412/444 [01:09<00:05,  6.25it/s, loss=0.688, pair=1.122, adv=2.058, sprd=0.005]
Ep 021/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.84it/s, loss=0.688, pair=1.122, adv=2.058, sprd=0.005]
Ep 021/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.84it/s, loss=0.272, pair=0.000, adv=1.938, sprd=0.003]
Ep 021/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.23it/s, loss=0.272, pair=0.000, adv=1.938, sprd=0.003]
Ep 021/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.23it/s, loss=1.925, pair=5.543, adv=1.844, sprd=0.005]
Ep 021/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:04,  5.81it/s, loss=1.925, pair=5.543, adv=1.844, sprd=0.005]
Ep 021/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:04,  5.81it/s, loss=0.513, pair=0.669, adv=2.276, sprd=0.006]
Ep 021/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.20it/s, loss=0.513, pair=0.669, adv=2.276, sprd=0.006]
Ep 021/60 [S2:+mat]:  94%|█▊| 416/444 [01:09<00:04,  6.20it/s, loss=4.282, pair=13.328, adv=2.007, sprd=0.004]
Ep 021/60 [S2:+mat]:  94%|█▉| 417/444 [01:09<00:04,  5.83it/s, loss=4.282, pair=13.328, adv=2.007, sprd=0.004]
Ep 021/60 [S2:+mat]:  94%|█▉| 417/444 [01:09<00:04,  5.83it/s, loss=7.480, pair=24.016, adv=2.099, sprd=0.003]
Ep 021/60 [S2:+mat]:  94%|█▉| 418/444 [01:09<00:04,  6.22it/s, loss=7.480, pair=24.016, adv=2.099, sprd=0.003]
Ep 021/60 [S2:+mat]:  94%|█▉| 418/444 [01:10<00:04,  6.22it/s, loss=5.937, pair=17.984, adv=2.092, sprd=0.003]
Ep 021/60 [S2:+mat]:  94%|█▉| 419/444 [01:10<00:04,  5.96it/s, loss=5.937, pair=17.984, adv=2.092, sprd=0.003]
Ep 021/60 [S2:+mat]:  94%|██▊| 419/444 [01:10<00:04,  5.96it/s, loss=2.830, pair=8.484, adv=2.022, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.31it/s, loss=2.830, pair=8.484, adv=2.022, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.31it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:04,  5.75it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:04,  5.75it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.006]
Ep 021/60 [S2:+mat]:  95%|██▊| 422/444 [01:10<00:03,  6.17it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.006]
Ep 021/60 [S2:+mat]:  95%|██▊| 422/444 [01:10<00:03,  6.17it/s, loss=0.478, pair=0.700, adv=1.920, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|██▊| 423/444 [01:10<00:03,  5.89it/s, loss=0.478, pair=0.700, adv=1.920, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|██▊| 423/444 [01:10<00:03,  5.89it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|██▊| 424/444 [01:10<00:03,  6.28it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  95%|█▉| 424/444 [01:11<00:03,  6.28it/s, loss=8.931, pair=28.906, adv=1.866, sprd=0.004]
Ep 021/60 [S2:+mat]:  96%|█▉| 425/444 [01:11<00:03,  5.67it/s, loss=8.931, pair=28.906, adv=1.866, sprd=0.004]
Ep 021/60 [S2:+mat]:  96%|█▉| 425/444 [01:11<00:03,  5.67it/s, loss=4.763, pair=14.969, adv=1.990, sprd=0.006]
Ep 021/60 [S2:+mat]:  96%|█▉| 426/444 [01:11<00:02,  6.09it/s, loss=4.763, pair=14.969, adv=1.990, sprd=0.006]
Ep 021/60 [S2:+mat]:  96%|██▉| 426/444 [01:11<00:02,  6.09it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  96%|██▉| 427/444 [01:11<00:02,  5.76it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  96%|██▉| 427/444 [01:11<00:02,  5.76it/s, loss=0.852, pair=1.949, adv=1.951, sprd=0.005]
Ep 021/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.17it/s, loss=0.852, pair=1.949, adv=1.951, sprd=0.005]
Ep 021/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.17it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.94it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  97%|█▉| 429/444 [01:11<00:02,  5.94it/s, loss=4.141, pair=12.891, adv=2.006, sprd=0.005]
Ep 021/60 [S2:+mat]:  97%|█▉| 430/444 [01:11<00:02,  6.29it/s, loss=4.141, pair=12.891, adv=2.006, sprd=0.005]
Ep 021/60 [S2:+mat]:  97%|██▉| 430/444 [01:12<00:02,  6.29it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  97%|██▉| 431/444 [01:12<00:02,  5.95it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  97%|█▉| 431/444 [01:12<00:02,  5.95it/s, loss=4.940, pair=15.594, adv=1.945, sprd=0.002]
Ep 021/60 [S2:+mat]:  97%|█▉| 432/444 [01:12<00:01,  6.29it/s, loss=4.940, pair=15.594, adv=1.945, sprd=0.002]
Ep 021/60 [S2:+mat]:  97%|██▉| 432/444 [01:12<00:01,  6.29it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  98%|██▉| 433/444 [01:12<00:01,  5.94it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.005]
Ep 021/60 [S2:+mat]:  98%|██▉| 433/444 [01:12<00:01,  5.94it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  98%|██▉| 434/444 [01:12<00:01,  6.32it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  98%|▉| 434/444 [01:12<00:01,  6.32it/s, loss=11.101, pair=36.094, adv=1.874, sprd=0.003]
Ep 021/60 [S2:+mat]:  98%|▉| 435/444 [01:12<00:01,  5.85it/s, loss=11.101, pair=36.094, adv=1.874, sprd=0.003]
Ep 021/60 [S2:+mat]:  98%|██▉| 435/444 [01:12<00:01,  5.85it/s, loss=2.861, pair=8.641, adv=1.989, sprd=0.003]
Ep 021/60 [S2:+mat]:  98%|██▉| 436/444 [01:12<00:01,  6.22it/s, loss=2.861, pair=8.641, adv=1.989, sprd=0.003]
Ep 021/60 [S2:+mat]:  98%|██▉| 436/444 [01:13<00:01,  6.22it/s, loss=3.117, pair=9.438, adv=2.097, sprd=0.003]
Ep 021/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.97it/s, loss=3.117, pair=9.438, adv=2.097, sprd=0.003]
Ep 021/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.97it/s, loss=0.861, pair=2.043, adv=1.847, sprd=0.002]
Ep 021/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.29it/s, loss=0.861, pair=2.043, adv=1.847, sprd=0.002]
Ep 021/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.29it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.87it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.87it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.24it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  99%|██▉| 441/444 [01:13<00:00,  5.73it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 021/60 [S2:+mat]:  99%|██▉| 441/444 [01:13<00:00,  5.73it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]: 100%|██▉| 442/444 [01:13<00:00,  6.14it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 021/60 [S2:+mat]: 100%|█▉| 442/444 [01:14<00:00,  6.14it/s, loss=4.350, pair=13.578, adv=2.065, sprd=0.003]
Ep 021/60 [S2:+mat]: 100%|█▉| 443/444 [01:14<00:00,  5.79it/s, loss=4.350, pair=13.578, adv=2.065, sprd=0.003]
Ep 021/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.79it/s, loss=2.751, pair=8.297, adv=1.913, sprd=0.002]
Ep 021/60 [S2:+mat]: 100%|███| 444/444 [01:14<00:00,  6.17it/s, loss=2.751, pair=8.297, adv=1.913, sprd=0.002]
                                                                                                              
Epoch 021/60 [S2:+mat]  loss=1.9539  mat=0.1777  sens=6.1570  pair=5.7571  adv=1.3329(rand=3.37)  deg=0.0205  orth=0.0091  spread=0.0029  q_mean=52.6  q_std=20.4  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.63e-05  74s

Ep 022/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 022/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:17,  3.22it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   0%|    | 1/444 [00:00<02:17,  3.22it/s, loss=5.071, pair=16.016, adv=1.991, sprd=0.002]
Ep 022/60 [S2:+mat]:   0%|    | 2/444 [00:00<01:32,  4.80it/s, loss=5.071, pair=16.016, adv=1.991, sprd=0.002]
Ep 022/60 [S2:+mat]:   0%|    | 2/444 [00:00<01:32,  4.80it/s, loss=7.656, pair=24.516, adv=1.862, sprd=0.003]
Ep 022/60 [S2:+mat]:   1%|    | 3/444 [00:00<01:28,  4.99it/s, loss=7.656, pair=24.516, adv=1.862, sprd=0.003]
Ep 022/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:28,  4.99it/s, loss=0.342, pair=0.216, adv=2.082, sprd=0.002]
Ep 022/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:17,  5.69it/s, loss=0.342, pair=0.216, adv=2.082, sprd=0.002]
Ep 022/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:17,  5.69it/s, loss=0.511, pair=0.825, adv=1.968, sprd=0.003]
Ep 022/60 [S2:+mat]:   1%|     | 5/444 [00:00<01:21,  5.42it/s, loss=0.511, pair=0.825, adv=1.968, sprd=0.003]
Ep 022/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:21,  5.42it/s, loss=0.851, pair=1.950, adv=2.051, sprd=0.002]
Ep 022/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:13,  5.92it/s, loss=0.851, pair=1.950, adv=2.051, sprd=0.002]
Ep 022/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:13,  5.92it/s, loss=1.926, pair=5.480, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:17,  5.64it/s, loss=1.926, pair=5.480, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:17,  5.64it/s, loss=0.702, pair=1.435, adv=2.028, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:11,  6.06it/s, loss=0.702, pair=1.435, adv=2.028, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|    | 8/444 [00:01<01:11,  6.06it/s, loss=3.321, pair=10.070, adv=2.200, sprd=0.003]
Ep 022/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:16,  5.68it/s, loss=3.321, pair=10.070, adv=2.200, sprd=0.003]
Ep 022/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:16,  5.68it/s, loss=0.327, pair=0.200, adv=2.043, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:11,  6.09it/s, loss=0.327, pair=0.200, adv=2.043, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|   | 10/444 [00:01<01:11,  6.09it/s, loss=4.445, pair=13.922, adv=2.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|   | 11/444 [00:01<01:14,  5.81it/s, loss=4.445, pair=13.922, adv=2.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:14,  5.81it/s, loss=1.829, pair=5.188, adv=2.049, sprd=0.003]
Ep 022/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:09,  6.20it/s, loss=1.829, pair=5.188, adv=2.049, sprd=0.003]
Ep 022/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:09,  6.20it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.82it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.82it/s, loss=1.426, pair=3.793, adv=2.136, sprd=0.003]
Ep 022/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:09,  6.22it/s, loss=1.426, pair=3.793, adv=2.136, sprd=0.003]
Ep 022/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:09,  6.22it/s, loss=0.507, pair=0.794, adv=2.097, sprd=0.003]
Ep 022/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:14,  5.76it/s, loss=0.507, pair=0.794, adv=2.097, sprd=0.003]
Ep 022/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:14,  5.76it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:09,  6.16it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:09,  6.16it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   4%|▏   | 17/444 [00:02<01:11,  5.95it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:11,  5.95it/s, loss=2.725, pair=8.273, adv=1.770, sprd=0.002]
Ep 022/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:07,  6.30it/s, loss=2.725, pair=8.273, adv=1.770, sprd=0.002]
Ep 022/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:07,  6.30it/s, loss=3.224, pair=9.797, adv=2.144, sprd=0.002]
Ep 022/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.79it/s, loss=3.224, pair=9.797, adv=2.144, sprd=0.002]
Ep 022/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.79it/s, loss=1.273, pair=3.316, adv=1.977, sprd=0.003]
Ep 022/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.17it/s, loss=1.273, pair=3.316, adv=1.977, sprd=0.003]
Ep 022/60 [S2:+mat]:   5%|▏  | 20/444 [00:03<01:08,  6.17it/s, loss=3.847, pair=11.500, adv=2.197, sprd=0.003]
Ep 022/60 [S2:+mat]:   5%|▏  | 21/444 [00:03<01:11,  5.92it/s, loss=3.847, pair=11.500, adv=2.197, sprd=0.003]
Ep 022/60 [S2:+mat]:   5%|▏  | 21/444 [00:03<01:11,  5.92it/s, loss=3.871, pair=11.984, adv=2.069, sprd=0.003]
Ep 022/60 [S2:+mat]:   5%|▏  | 22/444 [00:03<01:07,  6.27it/s, loss=3.871, pair=11.984, adv=2.069, sprd=0.003]
Ep 022/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:07,  6.27it/s, loss=3.045, pair=9.242, adv=2.015, sprd=0.002]
Ep 022/60 [S2:+mat]:   5%|▏   | 23/444 [00:03<01:11,  5.86it/s, loss=3.045, pair=9.242, adv=2.015, sprd=0.002]
Ep 022/60 [S2:+mat]:   5%|▏  | 23/444 [00:04<01:11,  5.86it/s, loss=5.038, pair=15.898, adv=2.037, sprd=0.002]
Ep 022/60 [S2:+mat]:   5%|▏  | 24/444 [00:04<01:07,  6.22it/s, loss=5.038, pair=15.898, adv=2.037, sprd=0.002]
Ep 022/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:07,  6.22it/s, loss=0.631, pair=1.169, adv=2.040, sprd=0.004]
Ep 022/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:13,  5.73it/s, loss=0.631, pair=1.169, adv=2.040, sprd=0.004]
Ep 022/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:13,  5.73it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:08,  6.14it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:08,  6.14it/s, loss=3.162, pair=9.609, adv=2.084, sprd=0.003]
Ep 022/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:10,  5.93it/s, loss=3.162, pair=9.609, adv=2.084, sprd=0.003]
Ep 022/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:10,  5.93it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:06,  6.29it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:06,  6.29it/s, loss=0.450, pair=0.622, adv=1.899, sprd=0.004]
Ep 022/60 [S2:+mat]:   7%|▎   | 29/444 [00:04<01:14,  5.60it/s, loss=0.450, pair=0.622, adv=1.899, sprd=0.004]
Ep 022/60 [S2:+mat]:   7%|▏  | 29/444 [00:05<01:14,  5.60it/s, loss=3.567, pair=10.953, adv=2.049, sprd=0.002]
Ep 022/60 [S2:+mat]:   7%|▏  | 30/444 [00:05<01:08,  6.04it/s, loss=3.567, pair=10.953, adv=2.049, sprd=0.002]
Ep 022/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.04it/s, loss=2.703, pair=8.031, adv=2.041, sprd=0.004]
Ep 022/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:13,  5.66it/s, loss=2.703, pair=8.031, adv=2.041, sprd=0.004]
Ep 022/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:13,  5.66it/s, loss=5.816, pair=18.516, adv=1.959, sprd=0.003]
Ep 022/60 [S2:+mat]:   7%|▏  | 32/444 [00:05<01:07,  6.08it/s, loss=5.816, pair=18.516, adv=1.959, sprd=0.003]
Ep 022/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.08it/s, loss=0.686, pair=1.419, adv=1.850, sprd=0.004]
Ep 022/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:11,  5.71it/s, loss=0.686, pair=1.419, adv=1.850, sprd=0.004]
Ep 022/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:11,  5.71it/s, loss=0.620, pair=1.200, adv=1.859, sprd=0.003]
Ep 022/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:07,  6.10it/s, loss=0.620, pair=1.200, adv=1.859, sprd=0.003]
Ep 022/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:07,  6.10it/s, loss=2.226, pair=6.512, adv=1.992, sprd=0.003]
Ep 022/60 [S2:+mat]:   8%|▎   | 35/444 [00:05<01:09,  5.85it/s, loss=2.226, pair=6.512, adv=1.992, sprd=0.003]
Ep 022/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:09,  5.85it/s, loss=2.166, pair=6.336, adv=1.997, sprd=0.003]
Ep 022/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.23it/s, loss=2.166, pair=6.336, adv=1.997, sprd=0.003]
Ep 022/60 [S2:+mat]:   8%|▏  | 36/444 [00:06<01:05,  6.23it/s, loss=4.338, pair=13.547, adv=2.071, sprd=0.004]
Ep 022/60 [S2:+mat]:   8%|▎  | 37/444 [00:06<01:10,  5.77it/s, loss=4.338, pair=13.547, adv=2.071, sprd=0.004]
Ep 022/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:10,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.18it/s, loss=2.215, pair=6.453, adv=2.053, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:09,  5.86it/s, loss=2.215, pair=6.453, adv=2.053, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:09,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.25it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:   9%|▎   | 41/444 [00:06<01:08,  5.90it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:08,  5.90it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.27it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.27it/s, loss=0.558, pair=0.981, adv=1.943, sprd=0.003]
Ep 022/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:09,  5.81it/s, loss=0.558, pair=0.981, adv=1.943, sprd=0.003]
Ep 022/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:09,  5.81it/s, loss=2.952, pair=9.000, adv=1.856, sprd=0.003]
Ep 022/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:04,  6.18it/s, loss=2.952, pair=9.000, adv=1.856, sprd=0.003]
Ep 022/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:04,  6.18it/s, loss=3.274, pair=9.914, adv=2.229, sprd=0.005]
Ep 022/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:09,  5.73it/s, loss=3.274, pair=9.914, adv=2.229, sprd=0.005]
Ep 022/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:09,  5.73it/s, loss=4.690, pair=14.766, adv=1.909, sprd=0.002]
Ep 022/60 [S2:+mat]:  10%|▎  | 46/444 [00:07<01:05,  6.12it/s, loss=4.690, pair=14.766, adv=1.909, sprd=0.002]
Ep 022/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:05,  6.12it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:10,  5.62it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:10,  5.62it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:05,  6.05it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  11%|▎  | 48/444 [00:08<01:05,  6.05it/s, loss=4.626, pair=14.359, adv=2.206, sprd=0.005]
Ep 022/60 [S2:+mat]:  11%|▎  | 49/444 [00:08<01:11,  5.49it/s, loss=4.626, pair=14.359, adv=2.206, sprd=0.005]
Ep 022/60 [S2:+mat]:  11%|▎  | 49/444 [00:08<01:11,  5.49it/s, loss=3.509, pair=10.828, adv=1.923, sprd=0.002]
Ep 022/60 [S2:+mat]:  11%|▎  | 50/444 [00:08<01:06,  5.93it/s, loss=3.509, pair=10.828, adv=1.923, sprd=0.002]
Ep 022/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:06,  5.93it/s, loss=0.310, pair=0.075, adv=2.062, sprd=0.005]
Ep 022/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:09,  5.65it/s, loss=0.310, pair=0.075, adv=2.062, sprd=0.005]
Ep 022/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:09,  5.65it/s, loss=0.351, pair=0.200, adv=2.190, sprd=0.003]
Ep 022/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:04,  6.06it/s, loss=0.351, pair=0.200, adv=2.190, sprd=0.003]
Ep 022/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:04,  6.06it/s, loss=1.045, pair=2.418, adv=2.015, sprd=0.003]
Ep 022/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:09,  5.61it/s, loss=1.045, pair=2.418, adv=2.015, sprd=0.003]
Ep 022/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:09,  5.61it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:04,  6.05it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:04,  6.05it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:09,  5.58it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:09,  5.58it/s, loss=2.519, pair=7.523, adv=1.971, sprd=0.002]
Ep 022/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:04,  6.01it/s, loss=2.519, pair=7.523, adv=1.971, sprd=0.002]
Ep 022/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:04,  6.01it/s, loss=0.815, pair=1.740, adv=2.249, sprd=0.003]
Ep 022/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:08,  5.63it/s, loss=0.815, pair=1.740, adv=2.249, sprd=0.003]
Ep 022/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:08,  5.63it/s, loss=1.323, pair=3.449, adv=2.205, sprd=0.002]
Ep 022/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:03,  6.04it/s, loss=1.323, pair=3.449, adv=2.205, sprd=0.002]
Ep 022/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:03,  6.04it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:06,  5.75it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:06,  5.75it/s, loss=0.749, pair=1.574, adv=1.994, sprd=0.002]
Ep 022/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.16it/s, loss=0.749, pair=1.574, adv=1.994, sprd=0.002]
Ep 022/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.16it/s, loss=2.334, pair=6.902, adv=1.956, sprd=0.003]
Ep 022/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:06,  5.75it/s, loss=2.334, pair=6.902, adv=1.956, sprd=0.003]
Ep 022/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:06,  5.75it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:02,  6.15it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  14%|▍  | 62/444 [00:10<01:02,  6.15it/s, loss=8.172, pair=26.328, adv=2.074, sprd=0.002]
Ep 022/60 [S2:+mat]:  14%|▍  | 63/444 [00:10<01:03,  5.99it/s, loss=8.172, pair=26.328, adv=2.074, sprd=0.002]
Ep 022/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:03,  5.99it/s, loss=1.107, pair=2.770, adv=1.999, sprd=0.002]
Ep 022/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<00:59,  6.34it/s, loss=1.107, pair=2.770, adv=1.999, sprd=0.002]
Ep 022/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<00:59,  6.34it/s, loss=0.487, pair=0.700, adv=2.063, sprd=0.003]
Ep 022/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:05,  5.81it/s, loss=0.487, pair=0.700, adv=2.063, sprd=0.003]
Ep 022/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:05,  5.81it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.22it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.22it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:04,  5.86it/s, loss=0.225, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  15%|▍  | 67/444 [00:11<01:04,  5.86it/s, loss=4.482, pair=14.078, adv=1.942, sprd=0.002]
Ep 022/60 [S2:+mat]:  15%|▍  | 68/444 [00:11<01:00,  6.24it/s, loss=4.482, pair=14.078, adv=1.942, sprd=0.002]
Ep 022/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.24it/s, loss=0.541, pair=0.888, adv=1.979, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:04,  5.85it/s, loss=0.541, pair=0.888, adv=1.979, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:04,  5.85it/s, loss=1.863, pair=5.355, adv=1.908, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<00:59,  6.23it/s, loss=1.863, pair=5.355, adv=1.908, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<00:59,  6.23it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.91it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.91it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:59,  6.30it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:59,  6.30it/s, loss=0.597, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:03,  5.88it/s, loss=0.597, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:03,  5.88it/s, loss=0.623, pair=1.247, adv=1.904, sprd=0.002]
Ep 022/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<00:59,  6.26it/s, loss=0.623, pair=1.247, adv=1.904, sprd=0.002]
Ep 022/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<00:59,  6.26it/s, loss=2.285, pair=6.660, adv=2.192, sprd=0.004]
Ep 022/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:04,  5.73it/s, loss=2.285, pair=6.660, adv=2.192, sprd=0.004]
Ep 022/60 [S2:+mat]:  17%|▌  | 75/444 [00:12<01:04,  5.73it/s, loss=4.324, pair=13.562, adv=1.905, sprd=0.002]
Ep 022/60 [S2:+mat]:  17%|▌  | 76/444 [00:12<01:00,  6.13it/s, loss=4.324, pair=13.562, adv=1.905, sprd=0.002]
Ep 022/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<01:00,  6.13it/s, loss=1.445, pair=3.949, adv=1.950, sprd=0.002]
Ep 022/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:02,  5.83it/s, loss=1.445, pair=3.949, adv=1.950, sprd=0.002]
Ep 022/60 [S2:+mat]:  17%|▌  | 77/444 [00:13<01:02,  5.83it/s, loss=5.391, pair=17.047, adv=1.981, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▌  | 78/444 [00:13<00:58,  6.22it/s, loss=5.391, pair=17.047, adv=1.981, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:58,  6.22it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:01,  5.90it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:01,  5.90it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:57,  6.29it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:57,  6.29it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:03,  5.74it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  18%|▌  | 81/444 [00:13<01:03,  5.74it/s, loss=4.569, pair=14.328, adv=2.090, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▌  | 82/444 [00:13<00:59,  6.13it/s, loss=4.569, pair=14.328, adv=2.090, sprd=0.002]
Ep 022/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<00:59,  6.13it/s, loss=2.076, pair=5.984, adv=2.076, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:02,  5.81it/s, loss=2.076, pair=5.984, adv=2.076, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:02,  5.81it/s, loss=0.350, pair=0.200, adv=2.100, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:58,  6.20it/s, loss=0.350, pair=0.200, adv=2.100, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:58,  6.20it/s, loss=1.254, pair=3.262, adv=2.022, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:01,  5.84it/s, loss=1.254, pair=3.262, adv=2.022, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:01,  5.84it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.21it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.21it/s, loss=0.259, pair=0.000, adv=1.927, sprd=0.002]
Ep 022/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:00,  5.86it/s, loss=0.259, pair=0.000, adv=1.927, sprd=0.002]
Ep 022/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:00,  5.86it/s, loss=1.266, pair=3.254, adv=2.204, sprd=0.003]
Ep 022/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:57,  6.22it/s, loss=1.266, pair=3.254, adv=2.204, sprd=0.003]
Ep 022/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<00:57,  6.22it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:01,  5.81it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:01,  5.81it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.19it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  20%|▌  | 90/444 [00:15<00:57,  6.19it/s, loss=7.329, pair=23.578, adv=1.819, sprd=0.002]
Ep 022/60 [S2:+mat]:  20%|▌  | 91/444 [00:15<01:00,  5.82it/s, loss=7.329, pair=23.578, adv=1.819, sprd=0.002]
Ep 022/60 [S2:+mat]:  20%|▌  | 91/444 [00:15<01:00,  5.82it/s, loss=3.464, pair=10.609, adv=2.180, sprd=0.003]
Ep 022/60 [S2:+mat]:  21%|▌  | 92/444 [00:15<00:56,  6.18it/s, loss=3.464, pair=10.609, adv=2.180, sprd=0.003]
Ep 022/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:56,  6.18it/s, loss=0.328, pair=0.216, adv=1.957, sprd=0.002]
Ep 022/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<01:00,  5.82it/s, loss=0.328, pair=0.216, adv=1.957, sprd=0.002]
Ep 022/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<01:00,  5.82it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:56,  6.20it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<00:56,  6.20it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:58,  5.92it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:58,  5.92it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.27it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.27it/s, loss=2.821, pair=8.516, adv=2.038, sprd=0.002]
Ep 022/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:58,  5.95it/s, loss=2.821, pair=8.516, adv=2.038, sprd=0.002]
Ep 022/60 [S2:+mat]:  22%|▋  | 97/444 [00:16<00:58,  5.95it/s, loss=4.203, pair=13.156, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  22%|▋  | 98/444 [00:16<00:54,  6.30it/s, loss=4.203, pair=13.156, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:54,  6.30it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:59,  5.81it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  22%|▋  | 99/444 [00:16<00:59,  5.81it/s, loss=3.328, pair=10.172, adv=2.062, sprd=0.003]
Ep 022/60 [S2:+mat]:  23%|▍ | 100/444 [00:16<00:55,  6.19it/s, loss=3.328, pair=10.172, adv=2.062, sprd=0.003]
Ep 022/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:55,  6.19it/s, loss=0.956, pair=2.293, adv=2.034, sprd=0.002]
Ep 022/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.84it/s, loss=0.956, pair=2.293, adv=2.034, sprd=0.002]
Ep 022/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.84it/s, loss=2.576, pair=7.668, adv=2.067, sprd=0.003]
Ep 022/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.21it/s, loss=2.576, pair=7.668, adv=2.067, sprd=0.003]
Ep 022/60 [S2:+mat]:  23%|▍ | 102/444 [00:17<00:55,  6.21it/s, loss=3.582, pair=11.078, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  23%|▍ | 103/444 [00:17<00:59,  5.78it/s, loss=3.582, pair=11.078, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  23%|▍ | 103/444 [00:17<00:59,  5.78it/s, loss=4.758, pair=14.914, adv=2.126, sprd=0.003]
Ep 022/60 [S2:+mat]:  23%|▍ | 104/444 [00:17<00:55,  6.14it/s, loss=4.758, pair=14.914, adv=2.126, sprd=0.003]
Ep 022/60 [S2:+mat]:  23%|▏| 104/444 [00:17<00:55,  6.14it/s, loss=11.234, pair=36.500, adv=2.175, sprd=0.003]
Ep 022/60 [S2:+mat]:  24%|▏| 105/444 [00:17<00:58,  5.76it/s, loss=11.234, pair=36.500, adv=2.175, sprd=0.003]
Ep 022/60 [S2:+mat]:  24%|▍ | 105/444 [00:17<00:58,  5.76it/s, loss=3.376, pair=10.305, adv=2.168, sprd=0.002]
Ep 022/60 [S2:+mat]:  24%|▍ | 106/444 [00:17<00:54,  6.15it/s, loss=3.376, pair=10.305, adv=2.168, sprd=0.002]
Ep 022/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.15it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:56,  5.94it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  24%|▍ | 107/444 [00:18<00:56,  5.94it/s, loss=8.413, pair=27.109, adv=2.020, sprd=0.004]
Ep 022/60 [S2:+mat]:  24%|▍ | 108/444 [00:18<00:53,  6.28it/s, loss=8.413, pair=27.109, adv=2.020, sprd=0.004]
Ep 022/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.28it/s, loss=0.964, pair=2.324, adv=1.911, sprd=0.002]
Ep 022/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.92it/s, loss=0.964, pair=2.324, adv=1.911, sprd=0.002]
Ep 022/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.92it/s, loss=1.891, pair=5.312, adv=2.093, sprd=0.003]
Ep 022/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.25it/s, loss=1.891, pair=5.312, adv=2.093, sprd=0.003]
Ep 022/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.25it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:58,  5.73it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:58,  5.73it/s, loss=1.311, pair=3.434, adv=1.998, sprd=0.006]
Ep 022/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:54,  6.11it/s, loss=1.311, pair=3.434, adv=1.998, sprd=0.006]
Ep 022/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:54,  6.11it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:56,  5.82it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:56,  5.82it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:53,  6.21it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:53,  6.21it/s, loss=0.288, pair=0.075, adv=1.947, sprd=0.003]
Ep 022/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:56,  5.86it/s, loss=0.288, pair=0.075, adv=1.947, sprd=0.003]
Ep 022/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:56,  5.86it/s, loss=0.640, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.26it/s, loss=0.640, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.26it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.75it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.75it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:53,  6.15it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:53,  6.15it/s, loss=0.780, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:57,  5.64it/s, loss=0.780, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:57,  5.64it/s, loss=0.887, pair=2.012, adv=2.093, sprd=0.004]
Ep 022/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:53,  6.03it/s, loss=0.887, pair=2.012, adv=2.093, sprd=0.004]
Ep 022/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:53,  6.03it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:55,  5.78it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  27%|▌ | 121/444 [00:20<00:55,  5.78it/s, loss=3.567, pair=10.984, adv=1.986, sprd=0.003]
Ep 022/60 [S2:+mat]:  27%|▌ | 122/444 [00:20<00:52,  6.15it/s, loss=3.567, pair=10.984, adv=1.986, sprd=0.003]
Ep 022/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:52,  6.15it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:57,  5.61it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:57,  5.61it/s, loss=0.367, pair=0.325, adv=2.003, sprd=0.004]
Ep 022/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:53,  6.02it/s, loss=0.367, pair=0.325, adv=2.003, sprd=0.004]
Ep 022/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:53,  6.02it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:56,  5.65it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:56,  5.65it/s, loss=0.431, pair=0.575, adv=1.927, sprd=0.003]
Ep 022/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:52,  6.04it/s, loss=0.431, pair=0.575, adv=1.927, sprd=0.003]
Ep 022/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:52,  6.04it/s, loss=0.517, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:58,  5.46it/s, loss=0.517, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  29%|▎| 127/444 [00:21<00:58,  5.46it/s, loss=11.780, pair=38.312, adv=2.153, sprd=0.003]
Ep 022/60 [S2:+mat]:  29%|▎| 128/444 [00:21<00:53,  5.91it/s, loss=11.780, pair=38.312, adv=2.153, sprd=0.003]
Ep 022/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:53,  5.91it/s, loss=2.176, pair=6.336, adv=1.978, sprd=0.002]
Ep 022/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:55,  5.67it/s, loss=2.176, pair=6.336, adv=1.978, sprd=0.002]
Ep 022/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:55,  5.67it/s, loss=0.312, pair=0.122, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:51,  6.08it/s, loss=0.312, pair=0.122, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:51,  6.08it/s, loss=0.406, pair=0.466, adv=1.938, sprd=0.002]
Ep 022/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:52,  5.92it/s, loss=0.406, pair=0.466, adv=1.938, sprd=0.002]
Ep 022/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:52,  5.92it/s, loss=1.710, pair=4.812, adv=1.994, sprd=0.002]
Ep 022/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:49,  6.25it/s, loss=1.710, pair=4.812, adv=1.994, sprd=0.002]
Ep 022/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:49,  6.25it/s, loss=2.130, pair=6.188, adv=2.032, sprd=0.002]
Ep 022/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:53,  5.80it/s, loss=2.130, pair=6.188, adv=2.032, sprd=0.002]
Ep 022/60 [S2:+mat]:  30%|▌ | 133/444 [00:22<00:53,  5.80it/s, loss=3.480, pair=10.664, adv=2.103, sprd=0.003]
Ep 022/60 [S2:+mat]:  30%|▌ | 134/444 [00:22<00:50,  6.13it/s, loss=3.480, pair=10.664, adv=2.103, sprd=0.003]
Ep 022/60 [S2:+mat]:  30%|▌ | 134/444 [00:22<00:50,  6.13it/s, loss=3.909, pair=12.047, adv=2.200, sprd=0.003]
Ep 022/60 [S2:+mat]:  30%|▌ | 135/444 [00:22<00:53,  5.76it/s, loss=3.909, pair=12.047, adv=2.200, sprd=0.003]
Ep 022/60 [S2:+mat]:  30%|▌ | 135/444 [00:22<00:53,  5.76it/s, loss=6.598, pair=21.109, adv=1.911, sprd=0.002]
Ep 022/60 [S2:+mat]:  31%|▌ | 136/444 [00:22<00:50,  6.14it/s, loss=6.598, pair=21.109, adv=1.911, sprd=0.002]
Ep 022/60 [S2:+mat]:  31%|▌ | 136/444 [00:23<00:50,  6.14it/s, loss=5.481, pair=17.359, adv=2.099, sprd=0.003]
Ep 022/60 [S2:+mat]:  31%|▌ | 137/444 [00:23<00:53,  5.78it/s, loss=5.481, pair=17.359, adv=2.099, sprd=0.003]
Ep 022/60 [S2:+mat]:  31%|▌ | 137/444 [00:23<00:53,  5.78it/s, loss=4.774, pair=15.055, adv=1.937, sprd=0.002]
Ep 022/60 [S2:+mat]:  31%|▌ | 138/444 [00:23<00:49,  6.13it/s, loss=4.774, pair=15.055, adv=1.937, sprd=0.002]
Ep 022/60 [S2:+mat]:  31%|▌ | 138/444 [00:23<00:49,  6.13it/s, loss=3.869, pair=11.992, adv=1.988, sprd=0.004]
Ep 022/60 [S2:+mat]:  31%|▋ | 139/444 [00:23<00:53,  5.65it/s, loss=3.869, pair=11.992, adv=1.988, sprd=0.004]
Ep 022/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:53,  5.65it/s, loss=1.886, pair=5.328, adv=2.150, sprd=0.002]
Ep 022/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:50,  6.07it/s, loss=1.886, pair=5.328, adv=2.150, sprd=0.002]
Ep 022/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:50,  6.07it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:53,  5.62it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  32%|▋ | 141/444 [00:23<00:53,  5.62it/s, loss=5.119, pair=16.234, adv=1.804, sprd=0.003]
Ep 022/60 [S2:+mat]:  32%|▋ | 142/444 [00:23<00:50,  6.02it/s, loss=5.119, pair=16.234, adv=1.804, sprd=0.003]
Ep 022/60 [S2:+mat]:  32%|▋ | 142/444 [00:24<00:50,  6.02it/s, loss=3.559, pair=10.781, adv=1.991, sprd=0.003]
Ep 022/60 [S2:+mat]:  32%|▋ | 143/444 [00:24<00:52,  5.79it/s, loss=3.559, pair=10.781, adv=1.991, sprd=0.003]
Ep 022/60 [S2:+mat]:  32%|▋ | 143/444 [00:24<00:52,  5.79it/s, loss=3.460, pair=10.578, adv=2.034, sprd=0.005]
Ep 022/60 [S2:+mat]:  32%|▋ | 144/444 [00:24<00:48,  6.18it/s, loss=3.460, pair=10.578, adv=2.034, sprd=0.005]
Ep 022/60 [S2:+mat]:  32%|▋ | 144/444 [00:24<00:48,  6.18it/s, loss=3.479, pair=10.719, adv=1.940, sprd=0.003]
Ep 022/60 [S2:+mat]:  33%|▋ | 145/444 [00:24<00:51,  5.82it/s, loss=3.479, pair=10.719, adv=1.940, sprd=0.003]
Ep 022/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.82it/s, loss=0.991, pair=2.418, adv=1.895, sprd=0.003]
Ep 022/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.20it/s, loss=0.991, pair=2.418, adv=1.895, sprd=0.003]
Ep 022/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.20it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.006]
Ep 022/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:52,  5.68it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.006]
Ep 022/60 [S2:+mat]:  33%|▋ | 147/444 [00:24<00:52,  5.68it/s, loss=3.523, pair=10.719, adv=2.084, sprd=0.007]
Ep 022/60 [S2:+mat]:  33%|▋ | 148/444 [00:24<00:48,  6.08it/s, loss=3.523, pair=10.719, adv=2.084, sprd=0.007]
Ep 022/60 [S2:+mat]:  33%|▋ | 148/444 [00:25<00:48,  6.08it/s, loss=3.314, pair=10.078, adv=1.963, sprd=0.003]
Ep 022/60 [S2:+mat]:  34%|▋ | 149/444 [00:25<00:51,  5.76it/s, loss=3.314, pair=10.078, adv=1.963, sprd=0.003]
Ep 022/60 [S2:+mat]:  34%|▋ | 149/444 [00:25<00:51,  5.76it/s, loss=3.506, pair=10.766, adv=2.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  34%|▋ | 150/444 [00:25<00:47,  6.14it/s, loss=3.506, pair=10.766, adv=2.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.14it/s, loss=2.472, pair=7.375, adv=1.885, sprd=0.002]
Ep 022/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.79it/s, loss=2.472, pair=7.375, adv=1.885, sprd=0.002]
Ep 022/60 [S2:+mat]:  34%|▋ | 151/444 [00:25<00:50,  5.79it/s, loss=4.392, pair=13.672, adv=2.006, sprd=0.005]
Ep 022/60 [S2:+mat]:  34%|▋ | 152/444 [00:25<00:47,  6.16it/s, loss=4.392, pair=13.672, adv=2.006, sprd=0.005]
Ep 022/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:47,  6.16it/s, loss=1.184, pair=3.012, adv=2.025, sprd=0.005]
Ep 022/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.75it/s, loss=1.184, pair=3.012, adv=2.025, sprd=0.005]
Ep 022/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.75it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:47,  6.15it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  35%|▋ | 154/444 [00:26<00:47,  6.15it/s, loss=4.185, pair=12.766, adv=2.067, sprd=0.005]
Ep 022/60 [S2:+mat]:  35%|▋ | 155/444 [00:26<00:49,  5.83it/s, loss=4.185, pair=12.766, adv=2.067, sprd=0.005]
Ep 022/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:49,  5.83it/s, loss=0.878, pair=1.950, adv=2.084, sprd=0.006]
Ep 022/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.19it/s, loss=0.878, pair=1.950, adv=2.084, sprd=0.006]
Ep 022/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.19it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:49,  5.77it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:49,  5.77it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:46,  6.18it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:46,  6.18it/s, loss=1.635, pair=4.457, adv=2.065, sprd=0.006]
Ep 022/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.85it/s, loss=1.635, pair=4.457, adv=2.065, sprd=0.006]
Ep 022/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.85it/s, loss=0.317, pair=0.137, adv=1.979, sprd=0.005]
Ep 022/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.23it/s, loss=0.317, pair=0.137, adv=1.979, sprd=0.005]
Ep 022/60 [S2:+mat]:  36%|▋ | 160/444 [00:27<00:45,  6.23it/s, loss=3.728, pair=11.469, adv=2.005, sprd=0.005]
Ep 022/60 [S2:+mat]:  36%|▋ | 161/444 [00:27<00:48,  5.80it/s, loss=3.728, pair=11.469, adv=2.005, sprd=0.005]
Ep 022/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.80it/s, loss=1.934, pair=5.465, adv=2.117, sprd=0.006]
Ep 022/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.19it/s, loss=1.934, pair=5.465, adv=2.117, sprd=0.006]
Ep 022/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.19it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:48,  5.81it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  37%|▋ | 163/444 [00:27<00:48,  5.81it/s, loss=4.830, pair=15.141, adv=2.152, sprd=0.004]
Ep 022/60 [S2:+mat]:  37%|▋ | 164/444 [00:27<00:45,  6.19it/s, loss=4.830, pair=15.141, adv=2.152, sprd=0.004]
Ep 022/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.19it/s, loss=0.533, pair=0.747, adv=2.119, sprd=0.007]
Ep 022/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:47,  5.82it/s, loss=0.533, pair=0.747, adv=2.119, sprd=0.007]
Ep 022/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:47,  5.82it/s, loss=2.563, pair=7.656, adv=1.968, sprd=0.003]
Ep 022/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:44,  6.20it/s, loss=2.563, pair=7.656, adv=1.968, sprd=0.003]
Ep 022/60 [S2:+mat]:  37%|▋ | 166/444 [00:28<00:44,  6.20it/s, loss=8.149, pair=26.172, adv=1.962, sprd=0.004]
Ep 022/60 [S2:+mat]:  38%|▊ | 167/444 [00:28<00:47,  5.86it/s, loss=8.149, pair=26.172, adv=1.962, sprd=0.004]
Ep 022/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.86it/s, loss=1.403, pair=3.746, adv=1.916, sprd=0.005]
Ep 022/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.21it/s, loss=1.403, pair=3.746, adv=1.916, sprd=0.005]
Ep 022/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.21it/s, loss=2.870, pair=8.320, adv=2.172, sprd=0.005]
Ep 022/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:46,  5.96it/s, loss=2.870, pair=8.320, adv=2.172, sprd=0.005]
Ep 022/60 [S2:+mat]:  38%|▊ | 169/444 [00:28<00:46,  5.96it/s, loss=5.474, pair=17.266, adv=2.174, sprd=0.004]
Ep 022/60 [S2:+mat]:  38%|▊ | 170/444 [00:28<00:43,  6.30it/s, loss=5.474, pair=17.266, adv=2.174, sprd=0.004]
Ep 022/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:43,  6.30it/s, loss=0.284, pair=0.000, adv=1.989, sprd=0.006]
Ep 022/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.92it/s, loss=0.284, pair=0.000, adv=1.989, sprd=0.006]
Ep 022/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.92it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.006]
Ep 022/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:43,  6.30it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.006]
Ep 022/60 [S2:+mat]:  39%|▊ | 172/444 [00:29<00:43,  6.30it/s, loss=8.534, pair=27.266, adv=2.055, sprd=0.005]
Ep 022/60 [S2:+mat]:  39%|▊ | 173/444 [00:29<00:45,  5.97it/s, loss=8.534, pair=27.266, adv=2.055, sprd=0.005]
Ep 022/60 [S2:+mat]:  39%|▊ | 173/444 [00:29<00:45,  5.97it/s, loss=3.791, pair=11.734, adv=1.931, sprd=0.004]
Ep 022/60 [S2:+mat]:  39%|▊ | 174/444 [00:29<00:42,  6.33it/s, loss=3.791, pair=11.734, adv=1.931, sprd=0.004]
Ep 022/60 [S2:+mat]:  39%|▊ | 174/444 [00:29<00:42,  6.33it/s, loss=8.238, pair=26.297, adv=1.995, sprd=0.004]
Ep 022/60 [S2:+mat]:  39%|▊ | 175/444 [00:29<00:45,  5.91it/s, loss=8.238, pair=26.297, adv=1.995, sprd=0.004]
Ep 022/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:45,  5.91it/s, loss=0.455, pair=0.591, adv=2.030, sprd=0.004]
Ep 022/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:42,  6.28it/s, loss=0.455, pair=0.591, adv=2.030, sprd=0.004]
Ep 022/60 [S2:+mat]:  40%|▊ | 176/444 [00:29<00:42,  6.28it/s, loss=3.896, pair=11.984, adv=2.196, sprd=0.005]
Ep 022/60 [S2:+mat]:  40%|▊ | 177/444 [00:29<00:45,  5.85it/s, loss=3.896, pair=11.984, adv=2.196, sprd=0.005]
Ep 022/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:45,  5.85it/s, loss=0.271, pair=0.000, adv=1.944, sprd=0.004]
Ep 022/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:42,  6.20it/s, loss=0.271, pair=0.000, adv=1.944, sprd=0.004]
Ep 022/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:42,  6.20it/s, loss=1.002, pair=2.426, adv=2.011, sprd=0.003]
Ep 022/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:46,  5.70it/s, loss=1.002, pair=2.426, adv=2.011, sprd=0.003]
Ep 022/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:46,  5.70it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:43,  6.10it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:43,  6.10it/s, loss=3.184, pair=9.672, adv=2.111, sprd=0.004]
Ep 022/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:46,  5.68it/s, loss=3.184, pair=9.672, adv=2.111, sprd=0.004]
Ep 022/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:46,  5.68it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:43,  6.08it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 022/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:43,  6.08it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:45,  5.68it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:45,  5.68it/s, loss=0.329, pair=0.216, adv=1.934, sprd=0.002]
Ep 022/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:42,  6.07it/s, loss=0.329, pair=0.216, adv=1.934, sprd=0.002]
Ep 022/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:42,  6.07it/s, loss=0.141, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:45,  5.64it/s, loss=0.141, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  42%|▊ | 185/444 [00:31<00:45,  5.64it/s, loss=7.536, pair=24.234, adv=1.892, sprd=0.003]
Ep 022/60 [S2:+mat]:  42%|▊ | 186/444 [00:31<00:42,  6.04it/s, loss=7.536, pair=24.234, adv=1.892, sprd=0.003]
Ep 022/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:42,  6.04it/s, loss=2.800, pair=8.422, adv=2.077, sprd=0.002]
Ep 022/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:44,  5.80it/s, loss=2.800, pair=8.422, adv=2.077, sprd=0.002]
Ep 022/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:44,  5.80it/s, loss=1.508, pair=4.168, adv=1.873, sprd=0.003]
Ep 022/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:41,  6.17it/s, loss=1.508, pair=4.168, adv=1.873, sprd=0.003]
Ep 022/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:41,  6.17it/s, loss=0.504, pair=0.747, adv=2.061, sprd=0.004]
Ep 022/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:43,  5.83it/s, loss=0.504, pair=0.747, adv=2.061, sprd=0.004]
Ep 022/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:43,  5.83it/s, loss=0.295, pair=0.069, adv=2.052, sprd=0.004]
Ep 022/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:40,  6.21it/s, loss=0.295, pair=0.069, adv=2.052, sprd=0.004]
Ep 022/60 [S2:+mat]:  43%|█▎ | 190/444 [00:32<00:40,  6.21it/s, loss=2.874, pair=8.625, adv=2.123, sprd=0.003]
Ep 022/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:43,  5.84it/s, loss=2.874, pair=8.625, adv=2.123, sprd=0.003]
Ep 022/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:43,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.22it/s, loss=3.247, pair=9.922, adv=1.936, sprd=0.004]
Ep 022/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:43,  5.71it/s, loss=3.247, pair=9.922, adv=1.936, sprd=0.004]
Ep 022/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:43,  5.71it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:40,  6.10it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:40,  6.10it/s, loss=0.471, pair=0.622, adv=2.133, sprd=0.004]
Ep 022/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.68it/s, loss=0.471, pair=0.622, adv=2.133, sprd=0.004]
Ep 022/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.68it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:40,  6.10it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:40,  6.10it/s, loss=2.964, pair=8.953, adv=2.029, sprd=0.003]
Ep 022/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:43,  5.73it/s, loss=2.964, pair=8.953, adv=2.029, sprd=0.003]
Ep 022/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:43,  5.73it/s, loss=0.451, pair=0.538, adv=2.061, sprd=0.003]
Ep 022/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:40,  6.12it/s, loss=0.451, pair=0.538, adv=2.061, sprd=0.003]
Ep 022/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:40,  6.12it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:42,  5.80it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:42,  5.80it/s, loss=0.333, pair=0.216, adv=2.011, sprd=0.002]
Ep 022/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.17it/s, loss=0.333, pair=0.216, adv=2.011, sprd=0.002]
Ep 022/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.17it/s, loss=2.659, pair=7.844, adv=2.310, sprd=0.003]
Ep 022/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:43,  5.64it/s, loss=2.659, pair=7.844, adv=2.310, sprd=0.003]
Ep 022/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:43,  5.64it/s, loss=2.009, pair=5.781, adv=2.047, sprd=0.002]
Ep 022/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:40,  6.04it/s, loss=2.009, pair=5.781, adv=2.047, sprd=0.002]
Ep 022/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:40,  6.04it/s, loss=0.260, pair=0.000, adv=1.906, sprd=0.002]
Ep 022/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:41,  5.83it/s, loss=0.260, pair=0.000, adv=1.906, sprd=0.002]
Ep 022/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:41,  5.83it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:38,  6.23it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:38,  6.23it/s, loss=0.404, pair=0.200, adv=2.011, sprd=0.003]
Ep 022/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:41,  5.76it/s, loss=0.404, pair=0.200, adv=2.011, sprd=0.003]
Ep 022/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:41,  5.76it/s, loss=3.210, pair=9.859, adv=1.885, sprd=0.002]
Ep 022/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.15it/s, loss=3.210, pair=9.859, adv=1.885, sprd=0.002]
Ep 022/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.15it/s, loss=0.440, pair=0.372, adv=1.891, sprd=0.002]
Ep 022/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.85it/s, loss=0.440, pair=0.372, adv=1.891, sprd=0.002]
Ep 022/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.85it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  47%|█▍ | 208/444 [00:34<00:37,  6.21it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:37,  6.21it/s, loss=0.374, pair=0.341, adv=2.015, sprd=0.002]
Ep 022/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:39,  5.95it/s, loss=0.374, pair=0.341, adv=2.015, sprd=0.002]
Ep 022/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:39,  5.95it/s, loss=0.947, pair=2.184, adv=2.243, sprd=0.003]
Ep 022/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:37,  6.31it/s, loss=0.947, pair=2.184, adv=2.243, sprd=0.003]
Ep 022/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:37,  6.31it/s, loss=0.430, pair=0.560, adv=1.953, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:40,  5.79it/s, loss=0.430, pair=0.560, adv=1.953, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:40,  5.79it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.18it/s, loss=3.222, pair=9.844, adv=2.029, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:39,  5.84it/s, loss=3.222, pair=9.844, adv=2.029, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:39,  5.84it/s, loss=1.623, pair=4.480, adv=2.153, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 214/444 [00:35<00:36,  6.22it/s, loss=1.623, pair=4.480, adv=2.153, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:36,  6.22it/s, loss=1.860, pair=5.230, adv=2.127, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:38,  5.95it/s, loss=1.860, pair=5.230, adv=2.127, sprd=0.002]
Ep 022/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:38,  5.95it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.33it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.33it/s, loss=1.673, pair=4.715, adv=1.890, sprd=0.002]
Ep 022/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:38,  5.86it/s, loss=1.673, pair=4.715, adv=1.890, sprd=0.002]
Ep 022/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:38,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.25it/s, loss=2.197, pair=6.387, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:37,  5.94it/s, loss=2.197, pair=6.387, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  49%|▉ | 219/444 [00:36<00:37,  5.94it/s, loss=3.467, pair=10.641, adv=2.079, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|▉ | 220/444 [00:36<00:35,  6.30it/s, loss=3.467, pair=10.641, adv=2.079, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:35,  6.30it/s, loss=1.678, pair=4.355, adv=2.098, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:37,  5.97it/s, loss=1.678, pair=4.355, adv=2.098, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:37,  5.97it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:35,  6.34it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:35,  6.34it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:36,  6.02it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:36,  6.02it/s, loss=2.479, pair=7.309, adv=2.153, sprd=0.003]
Ep 022/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:34,  6.38it/s, loss=2.479, pair=7.309, adv=2.153, sprd=0.003]
Ep 022/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:34,  6.38it/s, loss=0.861, pair=1.935, adv=2.118, sprd=0.003]
Ep 022/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:36,  6.06it/s, loss=0.861, pair=1.935, adv=2.118, sprd=0.003]
Ep 022/60 [S2:+mat]:  51%|█ | 225/444 [00:37<00:36,  6.06it/s, loss=3.376, pair=10.375, adv=1.969, sprd=0.002]
Ep 022/60 [S2:+mat]:  51%|█ | 226/444 [00:37<00:34,  6.39it/s, loss=3.376, pair=10.375, adv=1.969, sprd=0.002]
Ep 022/60 [S2:+mat]:  51%|▌| 226/444 [00:38<00:34,  6.39it/s, loss=12.031, pair=39.062, adv=2.043, sprd=0.003]
Ep 022/60 [S2:+mat]:  51%|▌| 227/444 [00:38<00:36,  5.90it/s, loss=12.031, pair=39.062, adv=2.043, sprd=0.003]
Ep 022/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:36,  5.90it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:34,  6.29it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:34,  6.29it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:36,  5.95it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:36,  5.95it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:33,  6.33it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█ | 230/444 [00:38<00:33,  6.33it/s, loss=3.477, pair=10.703, adv=1.936, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█ | 231/444 [00:38<00:35,  6.02it/s, loss=3.477, pair=10.703, adv=1.936, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:35,  6.02it/s, loss=1.716, pair=4.824, adv=1.964, sprd=0.003]
Ep 022/60 [S2:+mat]:  52%|█▌ | 232/444 [00:38<00:33,  6.36it/s, loss=1.716, pair=4.824, adv=1.964, sprd=0.003]
Ep 022/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:33,  6.36it/s, loss=0.268, pair=0.012, adv=1.950, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:35,  5.99it/s, loss=0.268, pair=0.012, adv=1.950, sprd=0.002]
Ep 022/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:35,  5.99it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.36it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.36it/s, loss=3.247, pair=9.906, adv=2.033, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:35,  5.96it/s, loss=3.247, pair=9.906, adv=2.033, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█ | 235/444 [00:39<00:35,  5.96it/s, loss=4.985, pair=15.688, adv=2.083, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█ | 236/444 [00:39<00:32,  6.32it/s, loss=4.985, pair=15.688, adv=2.083, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:32,  6.32it/s, loss=0.219, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:34,  5.98it/s, loss=0.219, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:34,  5.98it/s, loss=0.420, pair=0.497, adv=1.943, sprd=0.002]
Ep 022/60 [S2:+mat]:  54%|█▌ | 238/444 [00:39<00:32,  6.34it/s, loss=0.420, pair=0.497, adv=1.943, sprd=0.002]
Ep 022/60 [S2:+mat]:  54%|█ | 238/444 [00:40<00:32,  6.34it/s, loss=4.198, pair=13.094, adv=1.945, sprd=0.003]
Ep 022/60 [S2:+mat]:  54%|█ | 239/444 [00:40<00:35,  5.84it/s, loss=4.198, pair=13.094, adv=1.945, sprd=0.003]
Ep 022/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.23it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.23it/s, loss=1.685, pair=4.699, adv=1.978, sprd=0.002]
Ep 022/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.83it/s, loss=1.685, pair=4.699, adv=1.978, sprd=0.002]
Ep 022/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.83it/s, loss=1.792, pair=5.121, adv=1.914, sprd=0.002]
Ep 022/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.19it/s, loss=1.792, pair=5.121, adv=1.914, sprd=0.002]
Ep 022/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.19it/s, loss=0.854, pair=1.816, adv=2.012, sprd=0.003]
Ep 022/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:33,  5.92it/s, loss=0.854, pair=1.816, adv=2.012, sprd=0.003]
Ep 022/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:33,  5.92it/s, loss=0.282, pair=0.000, adv=1.925, sprd=0.003]
Ep 022/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:31,  6.28it/s, loss=0.282, pair=0.000, adv=1.925, sprd=0.003]
Ep 022/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:31,  6.28it/s, loss=0.381, pair=0.341, adv=1.988, sprd=0.002]
Ep 022/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  6.03it/s, loss=0.381, pair=0.341, adv=1.988, sprd=0.002]
Ep 022/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  6.03it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.39it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.39it/s, loss=1.391, pair=3.730, adv=2.072, sprd=0.002]
Ep 022/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:33,  5.91it/s, loss=1.391, pair=3.730, adv=2.072, sprd=0.002]
Ep 022/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:33,  5.91it/s, loss=1.914, pair=5.484, adv=2.033, sprd=0.003]
Ep 022/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:31,  6.28it/s, loss=1.914, pair=5.484, adv=2.033, sprd=0.003]
Ep 022/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:31,  6.28it/s, loss=0.479, pair=0.630, adv=2.154, sprd=0.002]
Ep 022/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:33,  5.85it/s, loss=0.479, pair=0.630, adv=2.154, sprd=0.002]
Ep 022/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:33,  5.85it/s, loss=2.687, pair=7.984, adv=2.285, sprd=0.003]
Ep 022/60 [S2:+mat]:  56%|█▋ | 250/444 [00:41<00:31,  6.21it/s, loss=2.687, pair=7.984, adv=2.285, sprd=0.003]
Ep 022/60 [S2:+mat]:  56%|█▏| 250/444 [00:42<00:31,  6.21it/s, loss=4.096, pair=12.734, adv=2.069, sprd=0.003]
Ep 022/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:33,  5.79it/s, loss=4.096, pair=12.734, adv=2.069, sprd=0.003]
Ep 022/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.79it/s, loss=1.564, pair=4.324, adv=1.978, sprd=0.002]
Ep 022/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:31,  6.19it/s, loss=1.564, pair=4.324, adv=1.978, sprd=0.002]
Ep 022/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:31,  6.19it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:32,  5.85it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:32,  5.85it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.24it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.24it/s, loss=0.486, pair=0.731, adv=2.002, sprd=0.002]
Ep 022/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:32,  5.87it/s, loss=0.486, pair=0.731, adv=2.002, sprd=0.002]
Ep 022/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:32,  5.87it/s, loss=3.071, pair=9.297, adv=2.136, sprd=0.003]
Ep 022/60 [S2:+mat]:  58%|█▋ | 256/444 [00:42<00:30,  6.22it/s, loss=3.071, pair=9.297, adv=2.136, sprd=0.003]
Ep 022/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.22it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.74it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  58%|█▏| 257/444 [00:43<00:32,  5.74it/s, loss=3.605, pair=11.141, adv=1.999, sprd=0.003]
Ep 022/60 [S2:+mat]:  58%|█▏| 258/444 [00:43<00:30,  6.12it/s, loss=3.605, pair=11.141, adv=1.999, sprd=0.003]
Ep 022/60 [S2:+mat]:  58%|█▏| 258/444 [00:43<00:30,  6.12it/s, loss=3.571, pair=11.000, adv=1.974, sprd=0.002]
Ep 022/60 [S2:+mat]:  58%|█▏| 259/444 [00:43<00:31,  5.85it/s, loss=3.571, pair=11.000, adv=1.974, sprd=0.002]
Ep 022/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.85it/s, loss=1.376, pair=3.652, adv=2.119, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.21it/s, loss=1.376, pair=3.652, adv=2.119, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.21it/s, loss=0.635, pair=0.950, adv=2.103, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:31,  5.81it/s, loss=0.635, pair=0.950, adv=2.103, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:31,  5.81it/s, loss=2.267, pair=6.609, adv=2.164, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 262/444 [00:43<00:29,  6.20it/s, loss=2.267, pair=6.609, adv=2.164, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:29,  6.20it/s, loss=0.795, pair=1.777, adv=1.955, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:31,  5.68it/s, loss=0.795, pair=1.777, adv=1.955, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:31,  5.68it/s, loss=0.340, pair=0.262, adv=1.934, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:29,  6.09it/s, loss=0.340, pair=0.262, adv=1.934, sprd=0.002]
Ep 022/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:29,  6.09it/s, loss=0.605, pair=1.091, adv=2.052, sprd=0.003]
Ep 022/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.85it/s, loss=0.605, pair=1.091, adv=2.052, sprd=0.003]
Ep 022/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.85it/s, loss=2.126, pair=6.195, adv=1.887, sprd=0.002]
Ep 022/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.21it/s, loss=2.126, pair=6.195, adv=1.887, sprd=0.002]
Ep 022/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.21it/s, loss=0.618, pair=0.888, adv=2.143, sprd=0.002]
Ep 022/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:29,  5.93it/s, loss=0.618, pair=0.888, adv=2.143, sprd=0.002]
Ep 022/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:29,  5.93it/s, loss=3.022, pair=9.109, adv=2.111, sprd=0.002]
Ep 022/60 [S2:+mat]:  60%|█▊ | 268/444 [00:44<00:27,  6.29it/s, loss=3.022, pair=9.109, adv=2.111, sprd=0.002]
Ep 022/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:27,  6.29it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:29,  5.92it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:29,  5.92it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.29it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.29it/s, loss=1.925, pair=5.492, adv=1.968, sprd=0.003]
Ep 022/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.90it/s, loss=1.925, pair=5.492, adv=1.968, sprd=0.003]
Ep 022/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.90it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.28it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.28it/s, loss=0.327, pair=0.169, adv=2.027, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:29,  5.77it/s, loss=0.327, pair=0.169, adv=2.027, sprd=0.002]
Ep 022/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:29,  5.77it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  62%|█▊ | 274/444 [00:45<00:27,  6.17it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:27,  6.17it/s, loss=0.316, pair=0.216, adv=1.755, sprd=0.003]
Ep 022/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.64it/s, loss=0.316, pair=0.216, adv=1.755, sprd=0.003]
Ep 022/60 [S2:+mat]:  62%|█▏| 275/444 [00:46<00:29,  5.64it/s, loss=5.361, pair=16.984, adv=2.020, sprd=0.002]
Ep 022/60 [S2:+mat]:  62%|█▏| 276/444 [00:46<00:27,  6.07it/s, loss=5.361, pair=16.984, adv=2.020, sprd=0.002]
Ep 022/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.07it/s, loss=0.857, pair=1.700, adv=2.052, sprd=0.002]
Ep 022/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:29,  5.72it/s, loss=0.857, pair=1.700, adv=2.052, sprd=0.002]
Ep 022/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:29,  5.72it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:27,  6.15it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:27,  6.15it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:28,  5.77it/s, loss=0.122, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  63%|█▎| 279/444 [00:46<00:28,  5.77it/s, loss=4.451, pair=13.914, adv=2.086, sprd=0.002]
Ep 022/60 [S2:+mat]:  63%|█▎| 280/444 [00:46<00:26,  6.14it/s, loss=4.451, pair=13.914, adv=2.086, sprd=0.002]
Ep 022/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.14it/s, loss=0.285, pair=0.012, adv=2.093, sprd=0.002]
Ep 022/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:27,  5.86it/s, loss=0.285, pair=0.012, adv=2.093, sprd=0.002]
Ep 022/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:27,  5.86it/s, loss=0.303, pair=0.075, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:25,  6.24it/s, loss=0.303, pair=0.075, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:25,  6.24it/s, loss=0.311, pair=0.044, adv=2.282, sprd=0.003]
Ep 022/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:28,  5.73it/s, loss=0.311, pair=0.044, adv=2.282, sprd=0.003]
Ep 022/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:28,  5.73it/s, loss=1.719, pair=4.797, adv=2.083, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:26,  6.13it/s, loss=1.719, pair=4.797, adv=2.083, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:26,  6.13it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:27,  5.80it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▎| 285/444 [00:47<00:27,  5.80it/s, loss=6.226, pair=19.828, adv=2.117, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▎| 286/444 [00:47<00:25,  6.18it/s, loss=6.226, pair=19.828, adv=2.117, sprd=0.002]
Ep 022/60 [S2:+mat]:  64%|█▎| 286/444 [00:48<00:25,  6.18it/s, loss=3.267, pair=10.000, adv=1.923, sprd=0.003]
Ep 022/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:27,  5.70it/s, loss=3.267, pair=10.000, adv=1.923, sprd=0.003]
Ep 022/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:27,  5.70it/s, loss=8.329, pair=26.859, adv=2.017, sprd=0.002]
Ep 022/60 [S2:+mat]:  65%|█▎| 288/444 [00:48<00:25,  6.10it/s, loss=8.329, pair=26.859, adv=2.017, sprd=0.002]
Ep 022/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:25,  6.10it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:26,  5.78it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:26,  5.78it/s, loss=0.783, pair=1.693, adv=1.975, sprd=0.002]
Ep 022/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  6.15it/s, loss=0.783, pair=1.693, adv=1.975, sprd=0.002]
Ep 022/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  6.15it/s, loss=0.628, pair=1.013, adv=1.971, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:26,  5.77it/s, loss=0.628, pair=1.013, adv=1.971, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▎| 291/444 [00:48<00:26,  5.77it/s, loss=4.078, pair=12.641, adv=2.109, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▎| 292/444 [00:48<00:24,  6.16it/s, loss=4.078, pair=12.641, adv=2.109, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.16it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:25,  5.85it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:25,  5.85it/s, loss=0.342, pair=0.200, adv=2.134, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.22it/s, loss=0.342, pair=0.200, adv=2.134, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▎| 294/444 [00:49<00:24,  6.22it/s, loss=7.743, pair=24.891, adv=1.903, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▎| 295/444 [00:49<00:25,  5.96it/s, loss=7.743, pair=24.891, adv=1.903, sprd=0.002]
Ep 022/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.96it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:23,  6.33it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  67%|█▎| 296/444 [00:49<00:23,  6.33it/s, loss=4.966, pair=15.664, adv=1.944, sprd=0.002]
Ep 022/60 [S2:+mat]:  67%|█▎| 297/444 [00:49<00:24,  5.99it/s, loss=4.966, pair=15.664, adv=1.944, sprd=0.002]
Ep 022/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:24,  5.99it/s, loss=1.778, pair=4.980, adv=2.112, sprd=0.003]
Ep 022/60 [S2:+mat]:  67%|██ | 298/444 [00:49<00:23,  6.33it/s, loss=1.778, pair=4.980, adv=2.112, sprd=0.003]
Ep 022/60 [S2:+mat]:  67%|█▎| 298/444 [00:50<00:23,  6.33it/s, loss=3.932, pair=12.234, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  67%|█▎| 299/444 [00:50<00:24,  5.95it/s, loss=3.932, pair=12.234, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  67%|█▎| 299/444 [00:50<00:24,  5.95it/s, loss=4.665, pair=14.578, adv=2.227, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|█▎| 300/444 [00:50<00:22,  6.30it/s, loss=4.665, pair=14.578, adv=2.227, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:22,  6.30it/s, loss=0.448, pair=0.606, adv=1.891, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:24,  5.90it/s, loss=0.448, pair=0.606, adv=1.891, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:24,  5.90it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:22,  6.27it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:22,  6.27it/s, loss=0.448, pair=0.513, adv=1.960, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 303/444 [00:50<00:24,  5.68it/s, loss=0.448, pair=0.513, adv=1.960, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 303/444 [00:50<00:24,  5.68it/s, loss=0.546, pair=0.856, adv=2.075, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 304/444 [00:50<00:23,  6.08it/s, loss=0.546, pair=0.856, adv=2.075, sprd=0.002]
Ep 022/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:23,  6.08it/s, loss=2.257, pair=6.605, adv=2.050, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:24,  5.69it/s, loss=2.257, pair=6.605, adv=2.050, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:24,  5.69it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:22,  6.08it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|█▍| 306/444 [00:51<00:22,  6.08it/s, loss=4.448, pair=13.828, adv=2.210, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|█▍| 307/444 [00:51<00:23,  5.84it/s, loss=4.448, pair=13.828, adv=2.210, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.84it/s, loss=2.495, pair=7.371, adv=2.106, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:21,  6.22it/s, loss=2.495, pair=7.371, adv=2.106, sprd=0.002]
Ep 022/60 [S2:+mat]:  69%|█▍| 308/444 [00:51<00:21,  6.22it/s, loss=7.640, pair=24.547, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  70%|█▍| 309/444 [00:51<00:23,  5.72it/s, loss=7.640, pair=24.547, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:23,  5.72it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  70%|██ | 310/444 [00:51<00:21,  6.13it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.13it/s, loss=1.634, pair=4.309, adv=2.008, sprd=0.003]
Ep 022/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:22,  5.81it/s, loss=1.634, pair=4.309, adv=2.008, sprd=0.003]
Ep 022/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:22,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:21,  6.19it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:21,  6.19it/s, loss=0.879, pair=1.781, adv=2.106, sprd=0.002]
Ep 022/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:22,  5.91it/s, loss=0.879, pair=1.781, adv=2.106, sprd=0.002]
Ep 022/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:22,  5.91it/s, loss=0.400, pair=0.325, adv=2.120, sprd=0.003]
Ep 022/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.26it/s, loss=0.400, pair=0.325, adv=2.120, sprd=0.003]
Ep 022/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.26it/s, loss=3.030, pair=9.047, adv=2.374, sprd=0.002]
Ep 022/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:22,  5.79it/s, loss=3.030, pair=9.047, adv=2.374, sprd=0.002]
Ep 022/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:22,  5.79it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  71%|██▏| 316/444 [00:52<00:20,  6.16it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  71%|█▍| 316/444 [00:53<00:20,  6.16it/s, loss=4.047, pair=12.531, adv=2.031, sprd=0.002]
Ep 022/60 [S2:+mat]:  71%|█▍| 317/444 [00:53<00:21,  5.82it/s, loss=4.047, pair=12.531, adv=2.031, sprd=0.002]
Ep 022/60 [S2:+mat]:  71%|█▍| 317/444 [00:53<00:21,  5.82it/s, loss=4.239, pair=13.203, adv=2.136, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|█▍| 318/444 [00:53<00:20,  6.18it/s, loss=4.239, pair=13.203, adv=2.136, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:20,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.73it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.73it/s, loss=0.781, pair=1.691, adv=1.973, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:20,  6.10it/s, loss=0.781, pair=1.691, adv=1.973, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:20,  6.10it/s, loss=0.310, pair=0.122, adv=2.072, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:21,  5.76it/s, loss=0.310, pair=0.122, adv=2.072, sprd=0.002]
Ep 022/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:21,  5.76it/s, loss=2.049, pair=5.906, adv=2.047, sprd=0.003]
Ep 022/60 [S2:+mat]:  73%|██▏| 322/444 [00:53<00:19,  6.13it/s, loss=2.049, pair=5.906, adv=2.047, sprd=0.003]
Ep 022/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.13it/s, loss=0.285, pair=0.000, adv=2.050, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.88it/s, loss=0.285, pair=0.000, adv=2.050, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.88it/s, loss=0.480, pair=0.700, adv=2.069, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.24it/s, loss=0.480, pair=0.700, adv=2.069, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.24it/s, loss=0.335, pair=0.216, adv=2.081, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.87it/s, loss=0.335, pair=0.216, adv=2.081, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.87it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.24it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.24it/s, loss=0.297, pair=0.075, adv=1.952, sprd=0.002]
Ep 022/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:19,  5.89it/s, loss=0.297, pair=0.075, adv=1.952, sprd=0.002]
Ep 022/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:19,  5.89it/s, loss=0.288, pair=0.000, adv=2.137, sprd=0.003]
Ep 022/60 [S2:+mat]:  74%|██▏| 328/444 [00:54<00:18,  6.26it/s, loss=0.288, pair=0.000, adv=2.137, sprd=0.003]
Ep 022/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.26it/s, loss=0.937, pair=2.199, adv=2.100, sprd=0.002]
Ep 022/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.99it/s, loss=0.937, pair=2.199, adv=2.100, sprd=0.002]
Ep 022/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.99it/s, loss=3.134, pair=9.445, adv=2.211, sprd=0.003]
Ep 022/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.33it/s, loss=3.134, pair=9.445, adv=2.211, sprd=0.003]
Ep 022/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.33it/s, loss=1.742, pair=4.840, adv=2.163, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:19,  5.73it/s, loss=1.742, pair=4.840, adv=2.163, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|█▍| 331/444 [00:55<00:19,  5.73it/s, loss=3.837, pair=11.844, adv=2.166, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|█▍| 332/444 [00:55<00:18,  6.12it/s, loss=3.837, pair=11.844, adv=2.166, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|█▍| 332/444 [00:55<00:18,  6.12it/s, loss=3.353, pair=10.234, adv=2.060, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|█▌| 333/444 [00:55<00:19,  5.68it/s, loss=3.353, pair=10.234, adv=2.060, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:19,  5.68it/s, loss=0.463, pair=0.638, adv=2.020, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|██▎| 334/444 [00:55<00:18,  6.09it/s, loss=0.463, pair=0.638, adv=2.020, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:18,  6.09it/s, loss=0.298, pair=0.059, adv=2.026, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.68it/s, loss=0.298, pair=0.059, adv=2.026, sprd=0.003]
Ep 022/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.68it/s, loss=2.194, pair=6.355, adv=2.099, sprd=0.003]
Ep 022/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.08it/s, loss=2.194, pair=6.355, adv=2.099, sprd=0.003]
Ep 022/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.08it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.81it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.81it/s, loss=1.768, pair=4.984, adv=2.090, sprd=0.002]
Ep 022/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.16it/s, loss=1.768, pair=4.984, adv=2.090, sprd=0.002]
Ep 022/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.16it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:17,  5.87it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:17,  5.87it/s, loss=2.333, pair=6.898, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  77%|██▎| 340/444 [00:56<00:16,  6.23it/s, loss=2.333, pair=6.898, adv=1.954, sprd=0.002]
Ep 022/60 [S2:+mat]:  77%|▊| 340/444 [00:57<00:16,  6.23it/s, loss=12.265, pair=39.938, adv=2.120, sprd=0.003]
Ep 022/60 [S2:+mat]:  77%|▊| 341/444 [00:57<00:18,  5.72it/s, loss=12.265, pair=39.938, adv=2.120, sprd=0.003]
Ep 022/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.72it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.11it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.11it/s, loss=1.826, pair=5.043, adv=2.021, sprd=0.003]
Ep 022/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.86it/s, loss=1.826, pair=5.043, adv=2.021, sprd=0.003]
Ep 022/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.86it/s, loss=2.167, pair=6.301, adv=2.124, sprd=0.003]
Ep 022/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.22it/s, loss=2.167, pair=6.301, adv=2.124, sprd=0.003]
Ep 022/60 [S2:+mat]:  77%|█▌| 344/444 [00:57<00:16,  6.22it/s, loss=3.983, pair=12.422, adv=1.922, sprd=0.002]
Ep 022/60 [S2:+mat]:  78%|█▌| 345/444 [00:57<00:17,  5.74it/s, loss=3.983, pair=12.422, adv=1.922, sprd=0.002]
Ep 022/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:17,  5.74it/s, loss=0.491, pair=0.700, adv=2.098, sprd=0.003]
Ep 022/60 [S2:+mat]:  78%|██▎| 346/444 [00:57<00:16,  6.12it/s, loss=0.491, pair=0.700, adv=2.098, sprd=0.003]
Ep 022/60 [S2:+mat]:  78%|█▌| 346/444 [00:58<00:16,  6.12it/s, loss=3.796, pair=11.641, adv=2.168, sprd=0.003]
Ep 022/60 [S2:+mat]:  78%|█▌| 347/444 [00:58<00:16,  5.81it/s, loss=3.796, pair=11.641, adv=2.168, sprd=0.003]
Ep 022/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:16,  5.81it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:15,  6.19it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:15,  6.19it/s, loss=1.605, pair=4.387, adv=2.142, sprd=0.003]
Ep 022/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.80it/s, loss=1.605, pair=4.387, adv=2.142, sprd=0.003]
Ep 022/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.80it/s, loss=0.354, pair=0.239, adv=1.993, sprd=0.003]
Ep 022/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.18it/s, loss=0.354, pair=0.239, adv=1.993, sprd=0.003]
Ep 022/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.18it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  79%|██▎| 351/444 [00:58<00:16,  5.77it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  79%|██▎| 351/444 [00:58<00:16,  5.77it/s, loss=0.522, pair=0.856, adv=1.958, sprd=0.004]
Ep 022/60 [S2:+mat]:  79%|██▍| 352/444 [00:58<00:14,  6.15it/s, loss=0.522, pair=0.856, adv=1.958, sprd=0.004]
Ep 022/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:14,  6.15it/s, loss=0.464, pair=0.325, adv=2.187, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:15,  5.87it/s, loss=0.464, pair=0.325, adv=2.187, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:15,  5.87it/s, loss=1.008, pair=2.418, adv=2.075, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:14,  6.24it/s, loss=1.008, pair=2.418, adv=2.075, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:14,  6.24it/s, loss=0.484, pair=0.387, adv=2.217, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:14,  5.94it/s, loss=0.484, pair=0.387, adv=2.217, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:14,  5.94it/s, loss=3.286, pair=9.891, adv=2.268, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.28it/s, loss=3.286, pair=9.891, adv=2.268, sprd=0.003]
Ep 022/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.28it/s, loss=1.540, pair=4.227, adv=2.057, sprd=0.002]
Ep 022/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:14,  5.92it/s, loss=1.540, pair=4.227, adv=2.057, sprd=0.002]
Ep 022/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:14,  5.92it/s, loss=0.308, pair=0.106, adv=2.042, sprd=0.002]
Ep 022/60 [S2:+mat]:  81%|██▍| 358/444 [00:59<00:13,  6.28it/s, loss=0.308, pair=0.106, adv=2.042, sprd=0.002]
Ep 022/60 [S2:+mat]:  81%|█▌| 358/444 [01:00<00:13,  6.28it/s, loss=4.732, pair=14.641, adv=1.982, sprd=0.004]
Ep 022/60 [S2:+mat]:  81%|█▌| 359/444 [01:00<00:14,  5.89it/s, loss=4.732, pair=14.641, adv=1.982, sprd=0.004]
Ep 022/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:14,  5.89it/s, loss=0.289, pair=0.012, adv=2.121, sprd=0.003]
Ep 022/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:13,  6.26it/s, loss=0.289, pair=0.012, adv=2.121, sprd=0.003]
Ep 022/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:13,  6.26it/s, loss=1.075, pair=2.660, adv=1.909, sprd=0.003]
Ep 022/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:13,  5.95it/s, loss=1.075, pair=2.660, adv=1.909, sprd=0.003]
Ep 022/60 [S2:+mat]:  81%|█▋| 361/444 [01:00<00:13,  5.95it/s, loss=8.013, pair=25.828, adv=1.988, sprd=0.002]
Ep 022/60 [S2:+mat]:  82%|█▋| 362/444 [01:00<00:13,  6.30it/s, loss=8.013, pair=25.828, adv=1.988, sprd=0.002]
Ep 022/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.30it/s, loss=1.814, pair=5.031, adv=2.240, sprd=0.003]
Ep 022/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:13,  5.90it/s, loss=1.814, pair=5.031, adv=2.240, sprd=0.003]
Ep 022/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:13,  5.90it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  82%|██▍| 364/444 [01:00<00:12,  6.27it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  82%|██▍| 364/444 [01:01<00:12,  6.27it/s, loss=0.264, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  5.93it/s, loss=0.264, pair=0.000, adv=0.000, sprd=0.002]
Ep 022/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  5.93it/s, loss=0.301, pair=0.044, adv=2.165, sprd=0.003]
Ep 022/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.28it/s, loss=0.301, pair=0.044, adv=2.165, sprd=0.003]
Ep 022/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.28it/s, loss=0.415, pair=0.434, adv=2.132, sprd=0.003]
Ep 022/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.81it/s, loss=0.415, pair=0.434, adv=2.132, sprd=0.003]
Ep 022/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.81it/s, loss=0.388, pair=0.294, adv=2.162, sprd=0.004]
Ep 022/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.18it/s, loss=0.388, pair=0.294, adv=2.162, sprd=0.004]
Ep 022/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:13,  5.77it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:13,  5.77it/s, loss=0.281, pair=0.000, adv=2.101, sprd=0.003]
Ep 022/60 [S2:+mat]:  83%|██▌| 370/444 [01:01<00:12,  6.14it/s, loss=0.281, pair=0.000, adv=2.101, sprd=0.003]
Ep 022/60 [S2:+mat]:  83%|██▌| 370/444 [01:02<00:12,  6.14it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:12,  5.74it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:12,  5.74it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  84%|██▌| 372/444 [01:02<00:11,  6.16it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  84%|▊| 372/444 [01:02<00:11,  6.16it/s, loss=12.651, pair=40.625, adv=2.205, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|▊| 373/444 [01:02<00:12,  5.88it/s, loss=12.651, pair=40.625, adv=2.205, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|█▋| 373/444 [01:02<00:12,  5.88it/s, loss=5.412, pair=17.141, adv=1.989, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|█▋| 374/444 [01:02<00:11,  6.25it/s, loss=5.412, pair=17.141, adv=1.989, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|█▋| 374/444 [01:02<00:11,  6.25it/s, loss=3.567, pair=10.898, adv=2.137, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|█▋| 375/444 [01:02<00:12,  5.59it/s, loss=3.567, pair=10.898, adv=2.137, sprd=0.003]
Ep 022/60 [S2:+mat]:  84%|██▌| 375/444 [01:02<00:12,  5.59it/s, loss=0.454, pair=0.560, adv=2.058, sprd=0.003]
Ep 022/60 [S2:+mat]:  85%|██▌| 376/444 [01:02<00:11,  6.00it/s, loss=0.454, pair=0.560, adv=2.058, sprd=0.003]
Ep 022/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:11,  6.00it/s, loss=1.087, pair=2.674, adv=2.027, sprd=0.003]
Ep 022/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:12,  5.57it/s, loss=1.087, pair=2.674, adv=2.027, sprd=0.003]
Ep 022/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:12,  5.57it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:11,  5.99it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:11,  5.99it/s, loss=1.811, pair=5.055, adv=2.189, sprd=0.004]
Ep 022/60 [S2:+mat]:  85%|██▌| 379/444 [01:03<00:11,  5.64it/s, loss=1.811, pair=5.055, adv=2.189, sprd=0.004]
Ep 022/60 [S2:+mat]:  85%|▊| 379/444 [01:03<00:11,  5.64it/s, loss=10.064, pair=32.625, adv=2.097, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|▊| 380/444 [01:03<00:10,  6.02it/s, loss=10.064, pair=32.625, adv=2.097, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|██▌| 380/444 [01:03<00:10,  6.02it/s, loss=2.922, pair=8.703, adv=2.127, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|██▌| 381/444 [01:03<00:11,  5.69it/s, loss=2.922, pair=8.703, adv=2.127, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|██▌| 381/444 [01:03<00:11,  5.69it/s, loss=0.956, pair=2.225, adv=2.018, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|██▌| 382/444 [01:03<00:10,  6.08it/s, loss=0.956, pair=2.225, adv=2.018, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|██▌| 382/444 [01:04<00:10,  6.08it/s, loss=2.234, pair=6.137, adv=2.276, sprd=0.004]
Ep 022/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.90it/s, loss=2.234, pair=6.137, adv=2.276, sprd=0.004]
Ep 022/60 [S2:+mat]:  86%|█▋| 383/444 [01:04<00:10,  5.90it/s, loss=3.320, pair=10.094, adv=2.181, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|█▋| 384/444 [01:04<00:09,  6.24it/s, loss=3.320, pair=10.094, adv=2.181, sprd=0.003]
Ep 022/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.24it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:10,  5.77it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:10,  5.77it/s, loss=0.930, pair=2.137, adv=2.073, sprd=0.003]
Ep 022/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.16it/s, loss=0.930, pair=2.137, adv=2.073, sprd=0.003]
Ep 022/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.16it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.78it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  87%|██▌| 388/444 [01:04<00:09,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  87%|██▌| 388/444 [01:05<00:09,  6.18it/s, loss=2.502, pair=7.355, adv=2.251, sprd=0.004]
Ep 022/60 [S2:+mat]:  88%|██▋| 389/444 [01:05<00:09,  5.73it/s, loss=2.502, pair=7.355, adv=2.251, sprd=0.004]
Ep 022/60 [S2:+mat]:  88%|█▊| 389/444 [01:05<00:09,  5.73it/s, loss=4.958, pair=15.578, adv=2.068, sprd=0.003]
Ep 022/60 [S2:+mat]:  88%|█▊| 390/444 [01:05<00:08,  6.13it/s, loss=4.958, pair=15.578, adv=2.068, sprd=0.003]
Ep 022/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.13it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  88%|██▋| 391/444 [01:05<00:09,  5.70it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  88%|█▊| 391/444 [01:05<00:09,  5.70it/s, loss=9.818, pair=31.672, adv=2.331, sprd=0.004]
Ep 022/60 [S2:+mat]:  88%|█▊| 392/444 [01:05<00:08,  6.08it/s, loss=9.818, pair=31.672, adv=2.331, sprd=0.004]
Ep 022/60 [S2:+mat]:  88%|██▋| 392/444 [01:05<00:08,  6.08it/s, loss=1.222, pair=2.887, adv=2.056, sprd=0.003]
Ep 022/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.81it/s, loss=1.222, pair=2.887, adv=2.056, sprd=0.003]
Ep 022/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.81it/s, loss=1.319, pair=3.465, adv=2.055, sprd=0.003]
Ep 022/60 [S2:+mat]:  89%|██▋| 394/444 [01:05<00:08,  6.20it/s, loss=1.319, pair=3.465, adv=2.055, sprd=0.003]
Ep 022/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:08,  6.20it/s, loss=1.485, pair=3.949, adv=2.167, sprd=0.004]
Ep 022/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.71it/s, loss=1.485, pair=3.949, adv=2.167, sprd=0.004]
Ep 022/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.71it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.11it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.11it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:07,  5.94it/s, loss=0.174, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:07,  5.94it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  90%|██▋| 398/444 [01:06<00:07,  6.32it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  90%|██▋| 398/444 [01:06<00:07,  6.32it/s, loss=1.403, pair=3.668, adv=2.178, sprd=0.003]
Ep 022/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.77it/s, loss=1.403, pair=3.668, adv=2.178, sprd=0.003]
Ep 022/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.77it/s, loss=0.591, pair=0.950, adv=2.240, sprd=0.004]
Ep 022/60 [S2:+mat]:  90%|██▋| 400/444 [01:06<00:07,  6.17it/s, loss=0.591, pair=0.950, adv=2.240, sprd=0.004]
Ep 022/60 [S2:+mat]:  90%|█▊| 400/444 [01:07<00:07,  6.17it/s, loss=8.914, pair=28.516, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  90%|█▊| 401/444 [01:07<00:07,  5.72it/s, loss=8.914, pair=28.516, adv=2.105, sprd=0.002]
Ep 022/60 [S2:+mat]:  90%|██▋| 401/444 [01:07<00:07,  5.72it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  91%|██▋| 402/444 [01:07<00:06,  6.12it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  91%|█▊| 402/444 [01:07<00:06,  6.12it/s, loss=8.042, pair=25.828, adv=2.201, sprd=0.003]
Ep 022/60 [S2:+mat]:  91%|█▊| 403/444 [01:07<00:07,  5.79it/s, loss=8.042, pair=25.828, adv=2.201, sprd=0.003]
Ep 022/60 [S2:+mat]:  91%|█▊| 403/444 [01:07<00:07,  5.79it/s, loss=4.104, pair=12.695, adv=2.193, sprd=0.002]
Ep 022/60 [S2:+mat]:  91%|█▊| 404/444 [01:07<00:06,  6.18it/s, loss=4.104, pair=12.695, adv=2.193, sprd=0.002]
Ep 022/60 [S2:+mat]:  91%|█▊| 404/444 [01:07<00:06,  6.18it/s, loss=6.816, pair=21.766, adv=2.115, sprd=0.003]
Ep 022/60 [S2:+mat]:  91%|█▊| 405/444 [01:07<00:06,  5.79it/s, loss=6.816, pair=21.766, adv=2.115, sprd=0.003]
Ep 022/60 [S2:+mat]:  91%|██▋| 405/444 [01:07<00:06,  5.79it/s, loss=1.133, pair=2.746, adv=2.267, sprd=0.004]
Ep 022/60 [S2:+mat]:  91%|██▋| 406/444 [01:07<00:06,  6.15it/s, loss=1.133, pair=2.746, adv=2.267, sprd=0.004]
Ep 022/60 [S2:+mat]:  91%|██▋| 406/444 [01:08<00:06,  6.15it/s, loss=1.948, pair=5.504, adv=2.220, sprd=0.003]
Ep 022/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.76it/s, loss=1.948, pair=5.504, adv=2.220, sprd=0.003]
Ep 022/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.76it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.16it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.16it/s, loss=3.433, pair=9.930, adv=2.324, sprd=0.003]
Ep 022/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:06,  5.73it/s, loss=3.433, pair=9.930, adv=2.324, sprd=0.003]
Ep 022/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:06,  5.73it/s, loss=0.596, pair=1.044, adv=2.051, sprd=0.002]
Ep 022/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.13it/s, loss=0.596, pair=1.044, adv=2.051, sprd=0.002]
Ep 022/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.13it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  93%|██▊| 411/444 [01:08<00:05,  5.59it/s, loss=0.118, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  93%|█▊| 411/444 [01:08<00:05,  5.59it/s, loss=7.841, pair=25.172, adv=2.114, sprd=0.003]
Ep 022/60 [S2:+mat]:  93%|█▊| 412/444 [01:08<00:05,  5.99it/s, loss=7.841, pair=25.172, adv=2.114, sprd=0.003]
Ep 022/60 [S2:+mat]:  93%|██▊| 412/444 [01:09<00:05,  5.99it/s, loss=1.738, pair=4.809, adv=2.028, sprd=0.003]
Ep 022/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.66it/s, loss=1.738, pair=4.809, adv=2.028, sprd=0.003]
Ep 022/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.66it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.08it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.08it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:05,  5.65it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:05,  5.65it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.05it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.05it/s, loss=2.466, pair=7.168, adv=2.389, sprd=0.004]
Ep 022/60 [S2:+mat]:  94%|██▊| 417/444 [01:09<00:04,  5.68it/s, loss=2.466, pair=7.168, adv=2.389, sprd=0.004]
Ep 022/60 [S2:+mat]:  94%|██▊| 417/444 [01:09<00:04,  5.68it/s, loss=2.615, pair=7.812, adv=2.060, sprd=0.002]
Ep 022/60 [S2:+mat]:  94%|██▊| 418/444 [01:09<00:04,  6.08it/s, loss=2.615, pair=7.812, adv=2.060, sprd=0.002]
Ep 022/60 [S2:+mat]:  94%|█▉| 418/444 [01:10<00:04,  6.08it/s, loss=6.297, pair=19.688, adv=2.186, sprd=0.003]
Ep 022/60 [S2:+mat]:  94%|█▉| 419/444 [01:10<00:04,  5.83it/s, loss=6.297, pair=19.688, adv=2.186, sprd=0.003]
Ep 022/60 [S2:+mat]:  94%|██▊| 419/444 [01:10<00:04,  5.83it/s, loss=2.134, pair=6.199, adv=2.050, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.19it/s, loss=2.134, pair=6.199, adv=2.050, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.19it/s, loss=0.405, pair=0.000, adv=2.190, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:03,  5.86it/s, loss=0.405, pair=0.000, adv=2.190, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|█▉| 421/444 [01:10<00:03,  5.86it/s, loss=3.747, pair=11.578, adv=2.050, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|█▉| 422/444 [01:10<00:03,  6.23it/s, loss=3.747, pair=11.578, adv=2.050, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 422/444 [01:10<00:03,  6.23it/s, loss=0.769, pair=1.513, adv=2.011, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 423/444 [01:10<00:03,  5.89it/s, loss=0.769, pair=1.513, adv=2.011, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 423/444 [01:10<00:03,  5.89it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 424/444 [01:10<00:03,  6.25it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  95%|██▊| 424/444 [01:11<00:03,  6.25it/s, loss=0.281, pair=0.000, adv=2.018, sprd=0.004]
Ep 022/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.85it/s, loss=0.281, pair=0.000, adv=2.018, sprd=0.004]
Ep 022/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.85it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  96%|██▉| 426/444 [01:11<00:02,  6.23it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 022/60 [S2:+mat]:  96%|█▉| 426/444 [01:11<00:02,  6.23it/s, loss=5.191, pair=16.312, adv=2.180, sprd=0.003]
Ep 022/60 [S2:+mat]:  96%|█▉| 427/444 [01:11<00:02,  5.78it/s, loss=5.191, pair=16.312, adv=2.180, sprd=0.003]
Ep 022/60 [S2:+mat]:  96%|██▉| 427/444 [01:11<00:02,  5.78it/s, loss=0.340, pair=0.169, adv=2.172, sprd=0.004]
Ep 022/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.15it/s, loss=0.340, pair=0.169, adv=2.172, sprd=0.004]
Ep 022/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.15it/s, loss=0.758, pair=1.537, adv=2.217, sprd=0.004]
Ep 022/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.76it/s, loss=0.758, pair=1.537, adv=2.217, sprd=0.004]
Ep 022/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.76it/s, loss=2.569, pair=7.637, adv=2.025, sprd=0.003]
Ep 022/60 [S2:+mat]:  97%|██▉| 430/444 [01:11<00:02,  6.13it/s, loss=2.569, pair=7.637, adv=2.025, sprd=0.003]
Ep 022/60 [S2:+mat]:  97%|██▉| 430/444 [01:12<00:02,  6.13it/s, loss=0.525, pair=0.669, adv=2.002, sprd=0.004]
Ep 022/60 [S2:+mat]:  97%|██▉| 431/444 [01:12<00:02,  5.77it/s, loss=0.525, pair=0.669, adv=2.002, sprd=0.004]
Ep 022/60 [S2:+mat]:  97%|██▉| 431/444 [01:12<00:02,  5.77it/s, loss=0.507, pair=0.678, adv=2.242, sprd=0.006]
Ep 022/60 [S2:+mat]:  97%|██▉| 432/444 [01:12<00:01,  6.17it/s, loss=0.507, pair=0.678, adv=2.242, sprd=0.006]
Ep 022/60 [S2:+mat]:  97%|█▉| 432/444 [01:12<00:01,  6.17it/s, loss=9.071, pair=28.969, adv=2.244, sprd=0.004]
Ep 022/60 [S2:+mat]:  98%|█▉| 433/444 [01:12<00:01,  5.91it/s, loss=9.071, pair=28.969, adv=2.244, sprd=0.004]
Ep 022/60 [S2:+mat]:  98%|█▉| 433/444 [01:12<00:01,  5.91it/s, loss=3.389, pair=10.297, adv=2.210, sprd=0.006]
Ep 022/60 [S2:+mat]:  98%|█▉| 434/444 [01:12<00:01,  6.28it/s, loss=3.389, pair=10.297, adv=2.210, sprd=0.006]
Ep 022/60 [S2:+mat]:  98%|█▉| 434/444 [01:12<00:01,  6.28it/s, loss=4.296, pair=12.836, adv=2.188, sprd=0.005]
Ep 022/60 [S2:+mat]:  98%|█▉| 435/444 [01:12<00:01,  5.90it/s, loss=4.296, pair=12.836, adv=2.188, sprd=0.005]
Ep 022/60 [S2:+mat]:  98%|██▉| 435/444 [01:12<00:01,  5.90it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  98%|██▉| 436/444 [01:12<00:01,  6.29it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 022/60 [S2:+mat]:  98%|██▉| 436/444 [01:13<00:01,  6.29it/s, loss=0.294, pair=0.012, adv=2.171, sprd=0.003]
Ep 022/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  6.00it/s, loss=0.294, pair=0.012, adv=2.171, sprd=0.003]
Ep 022/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  6.00it/s, loss=1.654, pair=4.574, adv=2.114, sprd=0.004]
Ep 022/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.35it/s, loss=1.654, pair=4.574, adv=2.114, sprd=0.004]
Ep 022/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.35it/s, loss=1.783, pair=4.996, adv=2.119, sprd=0.003]
Ep 022/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.92it/s, loss=1.783, pair=4.996, adv=2.119, sprd=0.003]
Ep 022/60 [S2:+mat]:  99%|█▉| 439/444 [01:13<00:00,  5.92it/s, loss=4.670, pair=14.609, adv=2.156, sprd=0.005]
Ep 022/60 [S2:+mat]:  99%|█▉| 440/444 [01:13<00:00,  6.28it/s, loss=4.670, pair=14.609, adv=2.156, sprd=0.005]
Ep 022/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.28it/s, loss=2.873, pair=8.547, adv=2.234, sprd=0.005]
Ep 022/60 [S2:+mat]:  99%|██▉| 441/444 [01:13<00:00,  5.90it/s, loss=2.873, pair=8.547, adv=2.234, sprd=0.005]
Ep 022/60 [S2:+mat]:  99%|█▉| 441/444 [01:13<00:00,  5.90it/s, loss=5.483, pair=17.297, adv=2.227, sprd=0.004]
Ep 022/60 [S2:+mat]: 100%|█▉| 442/444 [01:13<00:00,  6.25it/s, loss=5.483, pair=17.297, adv=2.227, sprd=0.004]
Ep 022/60 [S2:+mat]: 100%|██▉| 442/444 [01:14<00:00,  6.25it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.006]
Ep 022/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.93it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.006]
Ep 022/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.93it/s, loss=0.871, pair=1.919, adv=2.247, sprd=0.004]
Ep 022/60 [S2:+mat]: 100%|███| 444/444 [01:14<00:00,  6.29it/s, loss=0.871, pair=1.919, adv=2.247, sprd=0.004]
                                                                                                              
Epoch 022/60 [S2:+mat]  loss=1.9283  mat=0.1785  sens=6.0726  pair=5.6219  adv=1.5021(rand=3.37)  deg=0.0180  orth=0.0094  spread=0.0029  q_mean=52.5  q_std=20.9  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.41e-05  74s

Ep 023/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 023/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:00,  3.69it/s, loss=0.173, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:00,  3.69it/s, loss=0.378, pair=0.294, adv=2.133, sprd=0.005]
Ep 023/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:26,  5.14it/s, loss=0.378, pair=0.294, adv=2.133, sprd=0.005]
Ep 023/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:26,  5.14it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:24,  5.23it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:24,  5.23it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:14,  5.87it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:14,  5.87it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:   1%|     | 5/444 [00:00<01:16,  5.77it/s, loss=0.270, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:16,  5.77it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:10,  6.23it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:10,  6.23it/s, loss=0.520, pair=0.630, adv=2.007, sprd=0.003]
Ep 023/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:15,  5.78it/s, loss=0.520, pair=0.630, adv=2.007, sprd=0.003]
Ep 023/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:15,  5.78it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:10,  6.19it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:10,  6.19it/s, loss=3.334, pair=9.328, adv=2.086, sprd=0.003]
Ep 023/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:15,  5.76it/s, loss=3.334, pair=9.328, adv=2.086, sprd=0.003]
Ep 023/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:15,  5.76it/s, loss=0.428, pair=0.450, adv=2.162, sprd=0.004]
Ep 023/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:10,  6.14it/s, loss=0.428, pair=0.450, adv=2.162, sprd=0.004]
Ep 023/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:10,  6.14it/s, loss=1.240, pair=2.949, adv=2.159, sprd=0.003]
Ep 023/60 [S2:+mat]:   2%|    | 11/444 [00:01<01:14,  5.84it/s, loss=1.240, pair=2.949, adv=2.159, sprd=0.003]
Ep 023/60 [S2:+mat]:   2%|   | 11/444 [00:02<01:14,  5.84it/s, loss=4.239, pair=13.141, adv=2.237, sprd=0.004]
Ep 023/60 [S2:+mat]:   3%|   | 12/444 [00:02<01:09,  6.20it/s, loss=4.239, pair=13.141, adv=2.237, sprd=0.004]
Ep 023/60 [S2:+mat]:   3%|   | 12/444 [00:02<01:09,  6.20it/s, loss=4.777, pair=14.875, adv=2.137, sprd=0.003]
Ep 023/60 [S2:+mat]:   3%|   | 13/444 [00:02<01:14,  5.80it/s, loss=4.777, pair=14.875, adv=2.137, sprd=0.003]
Ep 023/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.80it/s, loss=0.275, pair=0.000, adv=2.078, sprd=0.003]
Ep 023/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.14it/s, loss=0.275, pair=0.000, adv=2.078, sprd=0.003]
Ep 023/60 [S2:+mat]:   3%|  | 14/444 [00:02<01:10,  6.14it/s, loss=10.039, pair=32.219, adv=2.226, sprd=0.003]
Ep 023/60 [S2:+mat]:   3%|  | 15/444 [00:02<01:18,  5.44it/s, loss=10.039, pair=32.219, adv=2.226, sprd=0.003]
Ep 023/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:18,  5.44it/s, loss=0.590, pair=1.013, adv=2.120, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:12,  5.89it/s, loss=0.590, pair=1.013, adv=2.120, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:12,  5.89it/s, loss=0.908, pair=2.043, adv=2.180, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 17/444 [00:02<01:14,  5.74it/s, loss=0.908, pair=2.043, adv=2.180, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:14,  5.74it/s, loss=0.300, pair=0.000, adv=2.232, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:09,  6.15it/s, loss=0.300, pair=0.000, adv=2.232, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:09,  6.15it/s, loss=0.424, pair=0.247, adv=2.055, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:12,  5.85it/s, loss=0.424, pair=0.247, adv=2.055, sprd=0.003]
Ep 023/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:12,  5.85it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.22it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.22it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:13,  5.73it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:13,  5.73it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.14it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.14it/s, loss=1.481, pair=3.715, adv=2.276, sprd=0.003]
Ep 023/60 [S2:+mat]:   5%|▏   | 23/444 [00:03<01:13,  5.70it/s, loss=1.481, pair=3.715, adv=2.276, sprd=0.003]
Ep 023/60 [S2:+mat]:   5%|▏  | 23/444 [00:04<01:13,  5.70it/s, loss=4.766, pair=14.922, adv=2.206, sprd=0.003]
Ep 023/60 [S2:+mat]:   5%|▏  | 24/444 [00:04<01:09,  6.08it/s, loss=4.766, pair=14.922, adv=2.206, sprd=0.003]
Ep 023/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:09,  6.08it/s, loss=2.934, pair=7.953, adv=2.053, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.80it/s, loss=2.934, pair=7.953, adv=2.053, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.80it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.20it/s, loss=1.329, pair=3.447, adv=2.247, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:10,  5.90it/s, loss=1.329, pair=3.447, adv=2.247, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:10,  5.90it/s, loss=1.427, pair=3.855, adv=2.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:06,  6.24it/s, loss=1.427, pair=3.855, adv=2.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:06,  6.24it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   7%|▎   | 29/444 [00:04<01:12,  5.73it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:12,  5.73it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:07,  6.14it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:07,  6.14it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:11,  5.80it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:11,  5.80it/s, loss=0.441, pair=0.458, adv=2.266, sprd=0.004]
Ep 023/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:06,  6.17it/s, loss=0.441, pair=0.458, adv=2.266, sprd=0.004]
Ep 023/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:06,  6.17it/s, loss=3.155, pair=9.484, adv=2.241, sprd=0.003]
Ep 023/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:09,  5.88it/s, loss=3.155, pair=9.484, adv=2.241, sprd=0.003]
Ep 023/60 [S2:+mat]:   7%|▏  | 33/444 [00:05<01:09,  5.88it/s, loss=3.756, pair=11.578, adv=2.168, sprd=0.003]
Ep 023/60 [S2:+mat]:   8%|▏  | 34/444 [00:05<01:05,  6.22it/s, loss=3.756, pair=11.578, adv=2.168, sprd=0.003]
Ep 023/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:05,  6.22it/s, loss=0.576, pair=0.919, adv=2.206, sprd=0.004]
Ep 023/60 [S2:+mat]:   8%|▎   | 35/444 [00:05<01:09,  5.88it/s, loss=0.576, pair=0.919, adv=2.206, sprd=0.004]
Ep 023/60 [S2:+mat]:   8%|▏  | 35/444 [00:06<01:09,  5.88it/s, loss=7.598, pair=24.391, adv=2.118, sprd=0.003]
Ep 023/60 [S2:+mat]:   8%|▏  | 36/444 [00:06<01:05,  6.25it/s, loss=7.598, pair=24.391, adv=2.118, sprd=0.003]
Ep 023/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.25it/s, loss=2.091, pair=5.953, adv=2.220, sprd=0.003]
Ep 023/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:08,  5.94it/s, loss=2.091, pair=5.953, adv=2.220, sprd=0.003]
Ep 023/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:08,  5.94it/s, loss=2.137, pair=6.168, adv=2.150, sprd=0.004]
Ep 023/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:04,  6.28it/s, loss=2.137, pair=6.168, adv=2.150, sprd=0.004]
Ep 023/60 [S2:+mat]:   9%|▎  | 38/444 [00:06<01:04,  6.28it/s, loss=5.323, pair=16.594, adv=2.031, sprd=0.002]
Ep 023/60 [S2:+mat]:   9%|▎  | 39/444 [00:06<01:09,  5.80it/s, loss=5.323, pair=16.594, adv=2.031, sprd=0.002]
Ep 023/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:09,  5.80it/s, loss=0.393, pair=0.325, adv=2.172, sprd=0.005]
Ep 023/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:05,  6.18it/s, loss=0.393, pair=0.325, adv=2.172, sprd=0.005]
Ep 023/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:05,  6.18it/s, loss=0.907, pair=2.074, adv=2.023, sprd=0.003]
Ep 023/60 [S2:+mat]:   9%|▎   | 41/444 [00:06<01:08,  5.89it/s, loss=0.907, pair=2.074, adv=2.023, sprd=0.003]
Ep 023/60 [S2:+mat]:   9%|▎  | 41/444 [00:07<01:08,  5.89it/s, loss=6.813, pair=21.656, adv=2.273, sprd=0.004]
Ep 023/60 [S2:+mat]:   9%|▎  | 42/444 [00:07<01:04,  6.23it/s, loss=6.813, pair=21.656, adv=2.273, sprd=0.004]
Ep 023/60 [S2:+mat]:   9%|▏ | 42/444 [00:07<01:04,  6.23it/s, loss=10.045, pair=32.344, adv=2.244, sprd=0.004]
Ep 023/60 [S2:+mat]:  10%|▏ | 43/444 [00:07<01:08,  5.84it/s, loss=10.045, pair=32.344, adv=2.244, sprd=0.004]
Ep 023/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:08,  5.84it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:04,  6.21it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:04,  6.21it/s, loss=4.450, pair=13.812, adv=2.168, sprd=0.003]
Ep 023/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:07,  5.94it/s, loss=4.450, pair=13.812, adv=2.168, sprd=0.003]
Ep 023/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:07,  5.94it/s, loss=2.095, pair=6.074, adv=1.971, sprd=0.002]
Ep 023/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:03,  6.29it/s, loss=2.095, pair=6.074, adv=1.971, sprd=0.002]
Ep 023/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:03,  6.29it/s, loss=0.763, pair=1.543, adv=2.162, sprd=0.004]
Ep 023/60 [S2:+mat]:  11%|▍   | 47/444 [00:07<01:08,  5.79it/s, loss=0.763, pair=1.543, adv=2.162, sprd=0.004]
Ep 023/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:08,  5.79it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.17it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.17it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.85it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.85it/s, loss=0.307, pair=0.106, adv=1.992, sprd=0.003]
Ep 023/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:03,  6.23it/s, loss=0.307, pair=0.106, adv=1.992, sprd=0.003]
Ep 023/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:03,  6.23it/s, loss=3.123, pair=9.422, adv=2.222, sprd=0.004]
Ep 023/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:07,  5.82it/s, loss=3.123, pair=9.422, adv=2.222, sprd=0.004]
Ep 023/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:07,  5.82it/s, loss=1.138, pair=2.793, adv=2.170, sprd=0.005]
Ep 023/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:03,  6.19it/s, loss=1.138, pair=2.793, adv=2.170, sprd=0.005]
Ep 023/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:03,  6.19it/s, loss=0.294, pair=0.012, adv=2.138, sprd=0.005]
Ep 023/60 [S2:+mat]:  12%|▍   | 53/444 [00:08<01:08,  5.71it/s, loss=0.294, pair=0.012, adv=2.138, sprd=0.005]
Ep 023/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:08,  5.71it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.12it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.12it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:08,  5.70it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:08,  5.70it/s, loss=1.844, pair=5.227, adv=2.028, sprd=0.003]
Ep 023/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:03,  6.07it/s, loss=1.844, pair=5.227, adv=2.028, sprd=0.003]
Ep 023/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:03,  6.07it/s, loss=1.801, pair=4.293, adv=2.256, sprd=0.004]
Ep 023/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.81it/s, loss=1.801, pair=4.293, adv=2.256, sprd=0.004]
Ep 023/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.81it/s, loss=0.285, pair=0.012, adv=1.891, sprd=0.004]
Ep 023/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:02,  6.16it/s, loss=0.285, pair=0.012, adv=1.891, sprd=0.004]
Ep 023/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:02,  6.16it/s, loss=0.359, pair=0.169, adv=2.295, sprd=0.004]
Ep 023/60 [S2:+mat]:  13%|▌   | 59/444 [00:09<01:05,  5.87it/s, loss=0.359, pair=0.169, adv=2.295, sprd=0.004]
Ep 023/60 [S2:+mat]:  13%|▍  | 59/444 [00:10<01:05,  5.87it/s, loss=7.464, pair=23.891, adv=2.167, sprd=0.003]
Ep 023/60 [S2:+mat]:  14%|▍  | 60/444 [00:10<01:01,  6.23it/s, loss=7.464, pair=23.891, adv=2.167, sprd=0.003]
Ep 023/60 [S2:+mat]:  14%|▍  | 60/444 [00:10<01:01,  6.23it/s, loss=5.779, pair=18.328, adv=1.999, sprd=0.002]
Ep 023/60 [S2:+mat]:  14%|▍  | 61/444 [00:10<01:05,  5.86it/s, loss=5.779, pair=18.328, adv=1.999, sprd=0.002]
Ep 023/60 [S2:+mat]:  14%|▍  | 61/444 [00:10<01:05,  5.86it/s, loss=6.076, pair=19.328, adv=2.045, sprd=0.003]
Ep 023/60 [S2:+mat]:  14%|▍  | 62/444 [00:10<01:01,  6.20it/s, loss=6.076, pair=19.328, adv=2.045, sprd=0.003]
Ep 023/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:01,  6.20it/s, loss=0.391, pair=0.419, adv=1.944, sprd=0.002]
Ep 023/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:04,  5.89it/s, loss=0.391, pair=0.419, adv=1.944, sprd=0.002]
Ep 023/60 [S2:+mat]:  14%|▍  | 63/444 [00:10<01:04,  5.89it/s, loss=7.004, pair=22.422, adv=2.068, sprd=0.002]
Ep 023/60 [S2:+mat]:  14%|▍  | 64/444 [00:10<01:00,  6.23it/s, loss=7.004, pair=22.422, adv=2.068, sprd=0.002]
Ep 023/60 [S2:+mat]:  14%|▍  | 64/444 [00:10<01:00,  6.23it/s, loss=5.223, pair=16.391, adv=2.123, sprd=0.002]
Ep 023/60 [S2:+mat]:  15%|▍  | 65/444 [00:10<01:03,  5.94it/s, loss=5.223, pair=16.391, adv=2.123, sprd=0.002]
Ep 023/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:03,  5.94it/s, loss=2.799, pair=8.422, adv=1.989, sprd=0.002]
Ep 023/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.28it/s, loss=2.799, pair=8.422, adv=1.989, sprd=0.002]
Ep 023/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.28it/s, loss=0.841, pair=1.825, adv=2.054, sprd=0.003]
Ep 023/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:04,  5.82it/s, loss=0.841, pair=1.825, adv=2.054, sprd=0.003]
Ep 023/60 [S2:+mat]:  15%|▍  | 67/444 [00:11<01:04,  5.82it/s, loss=3.507, pair=10.703, adv=2.075, sprd=0.003]
Ep 023/60 [S2:+mat]:  15%|▍  | 68/444 [00:11<01:00,  6.17it/s, loss=3.507, pair=10.703, adv=2.075, sprd=0.003]
Ep 023/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.17it/s, loss=0.908, pair=2.043, adv=2.151, sprd=0.003]
Ep 023/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:04,  5.81it/s, loss=0.908, pair=2.043, adv=2.151, sprd=0.003]
Ep 023/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:04,  5.81it/s, loss=1.487, pair=3.980, adv=2.043, sprd=0.002]
Ep 023/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<01:00,  6.18it/s, loss=1.487, pair=3.980, adv=2.043, sprd=0.002]
Ep 023/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<01:00,  6.18it/s, loss=1.105, pair=2.621, adv=2.126, sprd=0.004]
Ep 023/60 [S2:+mat]:  16%|▋   | 71/444 [00:11<01:06,  5.61it/s, loss=1.105, pair=2.621, adv=2.126, sprd=0.004]
Ep 023/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:06,  5.61it/s, loss=2.466, pair=7.266, adv=2.065, sprd=0.003]
Ep 023/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:01,  6.01it/s, loss=2.466, pair=7.266, adv=2.065, sprd=0.003]
Ep 023/60 [S2:+mat]:  16%|▍  | 72/444 [00:12<01:01,  6.01it/s, loss=4.550, pair=14.188, adv=2.186, sprd=0.003]
Ep 023/60 [S2:+mat]:  16%|▍  | 73/444 [00:12<01:04,  5.71it/s, loss=4.550, pair=14.188, adv=2.186, sprd=0.003]
Ep 023/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:04,  5.71it/s, loss=1.001, pair=2.293, adv=2.234, sprd=0.004]
Ep 023/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<01:00,  6.09it/s, loss=1.001, pair=2.293, adv=2.234, sprd=0.004]
Ep 023/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<01:00,  6.09it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:04,  5.74it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:04,  5.74it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<00:59,  6.16it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<00:59,  6.16it/s, loss=1.128, pair=2.760, adv=2.155, sprd=0.002]
Ep 023/60 [S2:+mat]:  17%|▋   | 77/444 [00:12<01:03,  5.78it/s, loss=1.128, pair=2.760, adv=2.155, sprd=0.002]
Ep 023/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:03,  5.78it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:59,  6.17it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:59,  6.17it/s, loss=0.881, pair=1.980, adv=2.036, sprd=0.003]
Ep 023/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:02,  5.85it/s, loss=0.881, pair=1.980, adv=2.036, sprd=0.003]
Ep 023/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:02,  5.85it/s, loss=1.387, pair=3.637, adv=2.120, sprd=0.003]
Ep 023/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:58,  6.20it/s, loss=1.387, pair=3.637, adv=2.120, sprd=0.003]
Ep 023/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:58,  6.20it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:03,  5.72it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:03,  5.72it/s, loss=0.956, pair=2.199, adv=2.122, sprd=0.003]
Ep 023/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:59,  6.10it/s, loss=0.956, pair=2.199, adv=2.122, sprd=0.003]
Ep 023/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:59,  6.10it/s, loss=0.634, pair=1.075, adv=2.223, sprd=0.003]
Ep 023/60 [S2:+mat]:  19%|▋   | 83/444 [00:13<01:04,  5.62it/s, loss=0.634, pair=1.075, adv=2.223, sprd=0.003]
Ep 023/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:04,  5.62it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:59,  6.05it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:59,  6.05it/s, loss=1.282, pair=3.105, adv=2.332, sprd=0.004]
Ep 023/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:01,  5.88it/s, loss=1.282, pair=3.105, adv=2.332, sprd=0.004]
Ep 023/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:01,  5.88it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.25it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.25it/s, loss=2.990, pair=8.922, adv=2.219, sprd=0.004]
Ep 023/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.83it/s, loss=2.990, pair=8.922, adv=2.219, sprd=0.004]
Ep 023/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.83it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:57,  6.23it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:57,  6.23it/s, loss=0.390, pair=0.309, adv=2.137, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▊   | 89/444 [00:14<01:01,  5.76it/s, loss=0.390, pair=0.309, adv=2.137, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:01,  5.76it/s, loss=2.698, pair=8.047, adv=2.098, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.16it/s, loss=2.698, pair=8.047, adv=2.098, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▌  | 90/444 [00:15<00:57,  6.16it/s, loss=5.490, pair=17.234, adv=2.224, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▌  | 91/444 [00:15<00:59,  5.97it/s, loss=5.490, pair=17.234, adv=2.224, sprd=0.003]
Ep 023/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<00:59,  5.97it/s, loss=2.454, pair=7.230, adv=2.122, sprd=0.003]
Ep 023/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:55,  6.32it/s, loss=2.454, pair=7.230, adv=2.122, sprd=0.003]
Ep 023/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:55,  6.32it/s, loss=1.046, pair=1.763, adv=2.261, sprd=0.004]
Ep 023/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<00:58,  5.95it/s, loss=1.046, pair=1.763, adv=2.261, sprd=0.004]
Ep 023/60 [S2:+mat]:  21%|▋  | 93/444 [00:15<00:58,  5.95it/s, loss=3.844, pair=11.789, adv=2.345, sprd=0.004]
Ep 023/60 [S2:+mat]:  21%|▋  | 94/444 [00:15<00:55,  6.30it/s, loss=3.844, pair=11.789, adv=2.345, sprd=0.004]
Ep 023/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:55,  6.30it/s, loss=0.772, pair=1.383, adv=2.057, sprd=0.003]
Ep 023/60 [S2:+mat]:  21%|▊   | 95/444 [00:15<00:59,  5.89it/s, loss=0.772, pair=1.383, adv=2.057, sprd=0.003]
Ep 023/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:59,  5.89it/s, loss=2.684, pair=7.793, adv=2.085, sprd=0.003]
Ep 023/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.24it/s, loss=2.684, pair=7.793, adv=2.085, sprd=0.003]
Ep 023/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.24it/s, loss=2.906, pair=8.703, adv=2.104, sprd=0.005]
Ep 023/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:00,  5.73it/s, loss=2.906, pair=8.703, adv=2.104, sprd=0.005]
Ep 023/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:00,  5.73it/s, loss=1.114, pair=2.762, adv=2.069, sprd=0.003]
Ep 023/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:56,  6.14it/s, loss=1.114, pair=2.762, adv=2.069, sprd=0.003]
Ep 023/60 [S2:+mat]:  22%|▋  | 98/444 [00:16<00:56,  6.14it/s, loss=5.171, pair=15.984, adv=2.251, sprd=0.005]
Ep 023/60 [S2:+mat]:  22%|▋  | 99/444 [00:16<00:58,  5.85it/s, loss=5.171, pair=15.984, adv=2.251, sprd=0.005]
Ep 023/60 [S2:+mat]:  22%|▋  | 99/444 [00:16<00:58,  5.85it/s, loss=4.232, pair=13.148, adv=2.041, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▍ | 100/444 [00:16<00:55,  6.22it/s, loss=4.232, pair=13.148, adv=2.041, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▋  | 100/444 [00:16<00:55,  6.22it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  23%|▋  | 101/444 [00:16<00:57,  5.94it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:57,  5.94it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:54,  6.33it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▍ | 102/444 [00:17<00:54,  6.33it/s, loss=4.439, pair=13.797, adv=2.109, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▍ | 103/444 [00:17<00:56,  5.98it/s, loss=4.439, pair=13.797, adv=2.109, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:56,  5.98it/s, loss=1.018, pair=2.434, adv=2.140, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:53,  6.34it/s, loss=1.018, pair=2.434, adv=2.140, sprd=0.004]
Ep 023/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:53,  6.34it/s, loss=0.875, pair=1.934, adv=2.160, sprd=0.003]
Ep 023/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:56,  6.03it/s, loss=0.875, pair=1.934, adv=2.160, sprd=0.003]
Ep 023/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:56,  6.03it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  24%|▋  | 106/444 [00:17<00:52,  6.38it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  24%|▍ | 106/444 [00:17<00:52,  6.38it/s, loss=5.240, pair=16.516, adv=2.110, sprd=0.004]
Ep 023/60 [S2:+mat]:  24%|▍ | 107/444 [00:17<00:57,  5.89it/s, loss=5.240, pair=16.516, adv=2.110, sprd=0.004]
Ep 023/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.89it/s, loss=1.998, pair=5.688, adv=2.131, sprd=0.006]
Ep 023/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.25it/s, loss=1.998, pair=5.688, adv=2.131, sprd=0.006]
Ep 023/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.25it/s, loss=0.573, pair=0.919, adv=2.161, sprd=0.004]
Ep 023/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:58,  5.71it/s, loss=0.573, pair=0.919, adv=2.161, sprd=0.004]
Ep 023/60 [S2:+mat]:  25%|▍ | 109/444 [00:18<00:58,  5.71it/s, loss=3.600, pair=11.055, adv=2.023, sprd=0.003]
Ep 023/60 [S2:+mat]:  25%|▍ | 110/444 [00:18<00:54,  6.11it/s, loss=3.600, pair=11.055, adv=2.023, sprd=0.003]
Ep 023/60 [S2:+mat]:  25%|▍ | 110/444 [00:18<00:54,  6.11it/s, loss=5.846, pair=18.516, adv=2.082, sprd=0.004]
Ep 023/60 [S2:+mat]:  25%|▌ | 111/444 [00:18<00:57,  5.81it/s, loss=5.846, pair=18.516, adv=2.082, sprd=0.004]
Ep 023/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.81it/s, loss=0.751, pair=1.566, adv=1.991, sprd=0.004]
Ep 023/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.17it/s, loss=0.751, pair=1.566, adv=1.991, sprd=0.004]
Ep 023/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.17it/s, loss=0.725, pair=1.419, adv=2.125, sprd=0.005]
Ep 023/60 [S2:+mat]:  25%|▊  | 113/444 [00:18<00:55,  5.93it/s, loss=0.725, pair=1.419, adv=2.125, sprd=0.005]
Ep 023/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:55,  5.93it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.30it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.30it/s, loss=0.864, pair=1.630, adv=2.277, sprd=0.004]
Ep 023/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.92it/s, loss=0.864, pair=1.630, adv=2.277, sprd=0.004]
Ep 023/60 [S2:+mat]:  26%|▌ | 115/444 [00:19<00:55,  5.92it/s, loss=5.062, pair=15.906, adv=2.197, sprd=0.003]
Ep 023/60 [S2:+mat]:  26%|▌ | 116/444 [00:19<00:52,  6.22it/s, loss=5.062, pair=15.906, adv=2.197, sprd=0.003]
Ep 023/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.22it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:55,  5.87it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:55,  5.87it/s, loss=0.455, pair=0.606, adv=2.017, sprd=0.002]
Ep 023/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:52,  6.25it/s, loss=0.455, pair=0.606, adv=2.017, sprd=0.002]
Ep 023/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:52,  6.25it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  27%|▊  | 119/444 [00:19<00:55,  5.81it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:55,  5.81it/s, loss=0.855, pair=1.800, adv=2.438, sprd=0.004]
Ep 023/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:52,  6.21it/s, loss=0.855, pair=1.800, adv=2.438, sprd=0.004]
Ep 023/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:52,  6.21it/s, loss=0.301, pair=0.012, adv=2.271, sprd=0.003]
Ep 023/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:55,  5.85it/s, loss=0.301, pair=0.012, adv=2.271, sprd=0.003]
Ep 023/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:55,  5.85it/s, loss=0.298, pair=0.012, adv=2.037, sprd=0.004]
Ep 023/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:51,  6.23it/s, loss=0.298, pair=0.012, adv=2.037, sprd=0.004]
Ep 023/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:51,  6.23it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:56,  5.69it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:56,  5.69it/s, loss=2.766, pair=8.297, adv=2.086, sprd=0.002]
Ep 023/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:52,  6.09it/s, loss=2.766, pair=8.297, adv=2.086, sprd=0.002]
Ep 023/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:52,  6.09it/s, loss=0.304, pair=0.044, adv=2.174, sprd=0.003]
Ep 023/60 [S2:+mat]:  28%|▊  | 125/444 [00:20<00:55,  5.75it/s, loss=0.304, pair=0.044, adv=2.174, sprd=0.003]
Ep 023/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:55,  5.75it/s, loss=0.572, pair=0.872, adv=2.307, sprd=0.003]
Ep 023/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:51,  6.15it/s, loss=0.572, pair=0.872, adv=2.307, sprd=0.003]
Ep 023/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:51,  6.15it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:52,  5.98it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:52,  5.98it/s, loss=0.696, pair=1.340, adv=2.161, sprd=0.003]
Ep 023/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:49,  6.34it/s, loss=0.696, pair=1.340, adv=2.161, sprd=0.003]
Ep 023/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:49,  6.34it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:52,  5.99it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:52,  5.99it/s, loss=0.492, pair=0.716, adv=2.054, sprd=0.002]
Ep 023/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:49,  6.34it/s, loss=0.492, pair=0.716, adv=2.054, sprd=0.002]
Ep 023/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:49,  6.34it/s, loss=1.881, pair=5.266, adv=2.154, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▉  | 131/444 [00:21<00:52,  5.94it/s, loss=1.881, pair=5.266, adv=2.154, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:52,  5.94it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:49,  6.31it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:49,  6.31it/s, loss=0.398, pair=0.394, adv=2.005, sprd=0.002]
Ep 023/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:52,  5.92it/s, loss=0.398, pair=0.394, adv=2.005, sprd=0.002]
Ep 023/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:52,  5.92it/s, loss=1.366, pair=3.605, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:49,  6.27it/s, loss=1.366, pair=3.605, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:49,  6.27it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:54,  5.66it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  30%|▌ | 135/444 [00:22<00:54,  5.66it/s, loss=7.934, pair=25.484, adv=2.132, sprd=0.002]
Ep 023/60 [S2:+mat]:  31%|▌ | 136/444 [00:22<00:50,  6.09it/s, loss=7.934, pair=25.484, adv=2.132, sprd=0.002]
Ep 023/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:50,  6.09it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  31%|▉  | 137/444 [00:22<00:54,  5.62it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:54,  5.62it/s, loss=1.416, pair=3.730, adv=2.192, sprd=0.003]
Ep 023/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:50,  6.01it/s, loss=1.416, pair=3.730, adv=2.192, sprd=0.003]
Ep 023/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:50,  6.01it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.78it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  31%|▋ | 139/444 [00:23<00:52,  5.78it/s, loss=9.952, pair=32.031, adv=2.499, sprd=0.004]
Ep 023/60 [S2:+mat]:  32%|▋ | 140/444 [00:23<00:49,  6.15it/s, loss=9.952, pair=32.031, adv=2.499, sprd=0.004]
Ep 023/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.15it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:53,  5.70it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:53,  5.70it/s, loss=1.456, pair=3.762, adv=2.186, sprd=0.003]
Ep 023/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.08it/s, loss=1.456, pair=3.762, adv=2.186, sprd=0.003]
Ep 023/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.08it/s, loss=0.599, pair=1.049, adv=2.122, sprd=0.002]
Ep 023/60 [S2:+mat]:  32%|▉  | 143/444 [00:23<00:52,  5.77it/s, loss=0.599, pair=1.049, adv=2.122, sprd=0.002]
Ep 023/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:52,  5.77it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.14it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  32%|▋ | 144/444 [00:24<00:48,  6.14it/s, loss=4.062, pair=12.641, adv=1.946, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|▋ | 145/444 [00:24<00:51,  5.78it/s, loss=4.062, pair=12.641, adv=1.946, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.78it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.16it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|▋ | 146/444 [00:24<00:48,  6.16it/s, loss=4.149, pair=12.641, adv=2.095, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|▋ | 147/444 [00:24<00:51,  5.82it/s, loss=4.149, pair=12.641, adv=2.095, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:51,  5.82it/s, loss=0.415, pair=0.380, adv=2.224, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|█  | 148/444 [00:24<00:47,  6.17it/s, loss=0.415, pair=0.380, adv=2.224, sprd=0.003]
Ep 023/60 [S2:+mat]:  33%|▋ | 148/444 [00:24<00:47,  6.17it/s, loss=6.720, pair=21.453, adv=2.061, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|▋ | 149/444 [00:24<00:50,  5.79it/s, loss=6.720, pair=21.453, adv=2.061, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:50,  5.79it/s, loss=0.850, pair=1.507, adv=1.921, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.18it/s, loss=0.850, pair=1.507, adv=1.921, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.18it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.78it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|▋ | 151/444 [00:25<00:50,  5.78it/s, loss=4.198, pair=12.953, adv=2.393, sprd=0.004]
Ep 023/60 [S2:+mat]:  34%|▋ | 152/444 [00:25<00:47,  6.15it/s, loss=4.198, pair=12.953, adv=2.393, sprd=0.004]
Ep 023/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:47,  6.15it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:49,  5.83it/s, loss=0.172, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:49,  5.83it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:46,  6.20it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:46,  6.20it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  35%|█  | 155/444 [00:25<00:50,  5.76it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:50,  5.76it/s, loss=0.295, pair=0.000, adv=2.306, sprd=0.003]
Ep 023/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.15it/s, loss=0.295, pair=0.000, adv=2.306, sprd=0.003]
Ep 023/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.15it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:50,  5.68it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:50,  5.68it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:46,  6.09it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:46,  6.09it/s, loss=1.442, pair=3.824, adv=2.218, sprd=0.003]
Ep 023/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:50,  5.69it/s, loss=1.442, pair=3.824, adv=2.218, sprd=0.003]
Ep 023/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:50,  5.69it/s, loss=2.280, pair=6.668, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:46,  6.08it/s, loss=2.280, pair=6.668, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:46,  6.08it/s, loss=0.355, pair=0.200, adv=2.261, sprd=0.003]
Ep 023/60 [S2:+mat]:  36%|█  | 161/444 [00:26<00:48,  5.86it/s, loss=0.355, pair=0.200, adv=2.261, sprd=0.003]
Ep 023/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.86it/s, loss=1.866, pair=5.324, adv=1.963, sprd=0.002]
Ep 023/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.21it/s, loss=1.866, pair=5.324, adv=1.963, sprd=0.002]
Ep 023/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.21it/s, loss=0.585, pair=0.958, adv=2.236, sprd=0.003]
Ep 023/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:48,  5.85it/s, loss=0.585, pair=0.958, adv=2.236, sprd=0.003]
Ep 023/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:48,  5.85it/s, loss=2.461, pair=7.281, adv=2.085, sprd=0.004]
Ep 023/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.21it/s, loss=2.461, pair=7.281, adv=2.085, sprd=0.004]
Ep 023/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.21it/s, loss=0.799, pair=0.864, adv=2.232, sprd=0.004]
Ep 023/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:49,  5.69it/s, loss=0.799, pair=0.864, adv=2.232, sprd=0.004]
Ep 023/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:49,  5.69it/s, loss=0.851, pair=1.855, adv=2.200, sprd=0.004]
Ep 023/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:45,  6.09it/s, loss=0.851, pair=1.855, adv=2.200, sprd=0.004]
Ep 023/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:45,  6.09it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  38%|█▏ | 167/444 [00:27<00:47,  5.79it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  38%|▊ | 167/444 [00:28<00:47,  5.79it/s, loss=9.454, pair=30.578, adv=2.035, sprd=0.002]
Ep 023/60 [S2:+mat]:  38%|▊ | 168/444 [00:28<00:44,  6.16it/s, loss=9.454, pair=30.578, adv=2.035, sprd=0.002]
Ep 023/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.16it/s, loss=2.854, pair=8.297, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:47,  5.76it/s, loss=2.854, pair=8.297, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  38%|▊ | 169/444 [00:28<00:47,  5.76it/s, loss=4.107, pair=12.766, adv=1.994, sprd=0.002]
Ep 023/60 [S2:+mat]:  38%|▊ | 170/444 [00:28<00:44,  6.13it/s, loss=4.107, pair=12.766, adv=1.994, sprd=0.002]
Ep 023/60 [S2:+mat]:  38%|▊ | 170/444 [00:28<00:44,  6.13it/s, loss=4.543, pair=14.203, adv=2.081, sprd=0.003]
Ep 023/60 [S2:+mat]:  39%|▊ | 171/444 [00:28<00:47,  5.73it/s, loss=4.543, pair=14.203, adv=2.081, sprd=0.003]
Ep 023/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:47,  5.73it/s, loss=1.706, pair=4.730, adv=2.113, sprd=0.003]
Ep 023/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:44,  6.10it/s, loss=1.706, pair=4.730, adv=2.113, sprd=0.003]
Ep 023/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:44,  6.10it/s, loss=0.793, pair=1.731, adv=2.075, sprd=0.002]
Ep 023/60 [S2:+mat]:  39%|█▏ | 173/444 [00:28<00:47,  5.73it/s, loss=0.793, pair=1.731, adv=2.075, sprd=0.002]
Ep 023/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:47,  5.73it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.14it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.14it/s, loss=0.276, pair=0.012, adv=1.986, sprd=0.002]
Ep 023/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.78it/s, loss=0.276, pair=0.012, adv=1.986, sprd=0.002]
Ep 023/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.17it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.17it/s, loss=1.691, pair=4.594, adv=2.452, sprd=0.004]
Ep 023/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:46,  5.77it/s, loss=1.691, pair=4.594, adv=2.452, sprd=0.004]
Ep 023/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:46,  5.77it/s, loss=0.952, pair=2.184, adv=2.220, sprd=0.004]
Ep 023/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:43,  6.14it/s, loss=0.952, pair=2.184, adv=2.220, sprd=0.004]
Ep 023/60 [S2:+mat]:  40%|▍| 178/444 [00:29<00:43,  6.14it/s, loss=11.979, pair=38.750, adv=2.086, sprd=0.003]
Ep 023/60 [S2:+mat]:  40%|▍| 179/444 [00:29<00:45,  5.86it/s, loss=11.979, pair=38.750, adv=2.086, sprd=0.003]
Ep 023/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.86it/s, loss=0.644, pair=1.247, adv=2.038, sprd=0.002]
Ep 023/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.21it/s, loss=0.644, pair=1.247, adv=2.038, sprd=0.002]
Ep 023/60 [S2:+mat]:  41%|▊ | 180/444 [00:30<00:42,  6.21it/s, loss=6.962, pair=22.312, adv=1.949, sprd=0.003]
Ep 023/60 [S2:+mat]:  41%|▊ | 181/444 [00:30<00:44,  5.90it/s, loss=6.962, pair=22.312, adv=1.949, sprd=0.003]
Ep 023/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.90it/s, loss=2.053, pair=5.836, adv=2.251, sprd=0.004]
Ep 023/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:41,  6.26it/s, loss=2.053, pair=5.836, adv=2.251, sprd=0.004]
Ep 023/60 [S2:+mat]:  41%|▊ | 182/444 [00:30<00:41,  6.26it/s, loss=4.378, pair=13.672, adv=1.954, sprd=0.002]
Ep 023/60 [S2:+mat]:  41%|▊ | 183/444 [00:30<00:44,  5.81it/s, loss=4.378, pair=13.672, adv=1.954, sprd=0.002]
Ep 023/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:44,  5.81it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:41,  6.21it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  41%|▊ | 184/444 [00:30<00:41,  6.21it/s, loss=6.006, pair=19.078, adv=2.054, sprd=0.004]
Ep 023/60 [S2:+mat]:  42%|▊ | 185/444 [00:30<00:44,  5.84it/s, loss=6.006, pair=19.078, adv=2.054, sprd=0.004]
Ep 023/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.84it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.24it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.24it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:45,  5.67it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  42%|▊ | 187/444 [00:31<00:45,  5.67it/s, loss=6.006, pair=19.109, adv=1.978, sprd=0.003]
Ep 023/60 [S2:+mat]:  42%|▊ | 188/444 [00:31<00:42,  6.08it/s, loss=6.006, pair=19.109, adv=1.978, sprd=0.003]
Ep 023/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:42,  6.08it/s, loss=1.066, pair=2.637, adv=2.041, sprd=0.003]
Ep 023/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:45,  5.63it/s, loss=1.066, pair=2.637, adv=2.041, sprd=0.003]
Ep 023/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:45,  5.63it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:42,  6.05it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:42,  6.05it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 191/444 [00:31<00:43,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:43,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.19it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.19it/s, loss=0.390, pair=0.387, adv=2.070, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:43,  5.81it/s, loss=0.390, pair=0.387, adv=2.070, sprd=0.002]
Ep 023/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:43,  5.81it/s, loss=0.480, pair=0.622, adv=2.156, sprd=0.003]
Ep 023/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:40,  6.19it/s, loss=0.480, pair=0.622, adv=2.156, sprd=0.003]
Ep 023/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:40,  6.19it/s, loss=1.365, pair=3.574, adv=2.079, sprd=0.004]
Ep 023/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.76it/s, loss=1.365, pair=3.574, adv=2.079, sprd=0.004]
Ep 023/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.76it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:40,  6.17it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:40,  6.17it/s, loss=0.371, pair=0.000, adv=2.232, sprd=0.003]
Ep 023/60 [S2:+mat]:  44%|█▎ | 197/444 [00:32<00:42,  5.77it/s, loss=0.371, pair=0.000, adv=2.232, sprd=0.003]
Ep 023/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.77it/s, loss=0.368, pair=0.231, adv=2.236, sprd=0.004]
Ep 023/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.17it/s, loss=0.368, pair=0.231, adv=2.236, sprd=0.004]
Ep 023/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.17it/s, loss=1.080, pair=2.662, adv=1.998, sprd=0.002]
Ep 023/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:42,  5.77it/s, loss=1.080, pair=2.662, adv=1.998, sprd=0.002]
Ep 023/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:42,  5.77it/s, loss=2.312, pair=6.766, adv=2.191, sprd=0.002]
Ep 023/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.14it/s, loss=2.312, pair=6.766, adv=2.191, sprd=0.002]
Ep 023/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.14it/s, loss=1.947, pair=5.453, adv=2.310, sprd=0.005]
Ep 023/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:41,  5.82it/s, loss=1.947, pair=5.453, adv=2.310, sprd=0.005]
Ep 023/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:41,  5.82it/s, loss=0.298, pair=0.012, adv=2.228, sprd=0.004]
Ep 023/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:38,  6.21it/s, loss=0.298, pair=0.012, adv=2.228, sprd=0.004]
Ep 023/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:38,  6.21it/s, loss=0.310, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  46%|█▎ | 203/444 [00:33<00:41,  5.74it/s, loss=0.310, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:41,  5.74it/s, loss=1.309, pair=3.355, adv=2.252, sprd=0.005]
Ep 023/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:39,  6.10it/s, loss=1.309, pair=3.355, adv=2.252, sprd=0.005]
Ep 023/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:39,  6.10it/s, loss=2.494, pair=7.305, adv=2.279, sprd=0.004]
Ep 023/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:41,  5.75it/s, loss=2.494, pair=7.305, adv=2.279, sprd=0.004]
Ep 023/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:41,  5.75it/s, loss=0.622, pair=1.138, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.13it/s, loss=0.622, pair=1.138, adv=2.112, sprd=0.003]
Ep 023/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.13it/s, loss=2.783, pair=8.281, adv=2.114, sprd=0.003]
Ep 023/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:41,  5.68it/s, loss=2.783, pair=8.281, adv=2.114, sprd=0.003]
Ep 023/60 [S2:+mat]:  47%|▉ | 207/444 [00:34<00:41,  5.68it/s, loss=3.383, pair=10.367, adv=1.955, sprd=0.002]
Ep 023/60 [S2:+mat]:  47%|▉ | 208/444 [00:34<00:38,  6.07it/s, loss=3.383, pair=10.367, adv=1.955, sprd=0.002]
Ep 023/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:38,  6.07it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:41,  5.69it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:41,  5.69it/s, loss=0.345, pair=0.200, adv=2.137, sprd=0.004]
Ep 023/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:38,  6.10it/s, loss=0.345, pair=0.200, adv=2.137, sprd=0.004]
Ep 023/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:38,  6.10it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.86it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.86it/s, loss=2.883, pair=8.648, adv=2.206, sprd=0.004]
Ep 023/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.22it/s, loss=2.883, pair=8.648, adv=2.206, sprd=0.004]
Ep 023/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.22it/s, loss=0.436, pair=0.397, adv=2.404, sprd=0.005]
Ep 023/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:40,  5.70it/s, loss=0.436, pair=0.397, adv=2.404, sprd=0.005]
Ep 023/60 [S2:+mat]:  48%|▍| 213/444 [00:35<00:40,  5.70it/s, loss=11.574, pair=37.531, adv=2.375, sprd=0.005]
Ep 023/60 [S2:+mat]:  48%|▍| 214/444 [00:35<00:37,  6.10it/s, loss=11.574, pair=37.531, adv=2.375, sprd=0.005]
Ep 023/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:37,  6.10it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.75it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.75it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.007]
Ep 023/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:37,  6.15it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.007]
Ep 023/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:37,  6.15it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:39,  5.69it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:39,  5.69it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:37,  6.09it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  49%|▍| 218/444 [00:36<00:37,  6.09it/s, loss=10.763, pair=34.875, adv=2.274, sprd=0.003]
Ep 023/60 [S2:+mat]:  49%|▍| 219/444 [00:36<00:39,  5.70it/s, loss=10.763, pair=34.875, adv=2.274, sprd=0.003]
Ep 023/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:39,  5.70it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  50%|█▍ | 220/444 [00:36<00:36,  6.10it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:36,  6.10it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:39,  5.65it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:39,  5.65it/s, loss=0.313, pair=0.075, adv=2.062, sprd=0.004]
Ep 023/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:36,  6.05it/s, loss=0.313, pair=0.075, adv=2.062, sprd=0.004]
Ep 023/60 [S2:+mat]:  50%|█ | 222/444 [00:37<00:36,  6.05it/s, loss=4.971, pair=15.609, adv=2.127, sprd=0.004]
Ep 023/60 [S2:+mat]:  50%|█ | 223/444 [00:37<00:39,  5.58it/s, loss=4.971, pair=15.609, adv=2.127, sprd=0.004]
Ep 023/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:39,  5.58it/s, loss=1.260, pair=3.268, adv=2.042, sprd=0.003]
Ep 023/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:36,  5.98it/s, loss=1.260, pair=3.268, adv=2.042, sprd=0.003]
Ep 023/60 [S2:+mat]:  50%|█ | 224/444 [00:37<00:36,  5.98it/s, loss=3.473, pair=10.453, adv=2.303, sprd=0.002]
Ep 023/60 [S2:+mat]:  51%|█ | 225/444 [00:37<00:39,  5.59it/s, loss=3.473, pair=10.453, adv=2.303, sprd=0.002]
Ep 023/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:39,  5.59it/s, loss=2.303, pair=6.719, adv=2.054, sprd=0.002]
Ep 023/60 [S2:+mat]:  51%|█▌ | 226/444 [00:37<00:36,  6.01it/s, loss=2.303, pair=6.719, adv=2.054, sprd=0.002]
Ep 023/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:36,  6.01it/s, loss=0.816, pair=1.763, adv=2.078, sprd=0.003]
Ep 023/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:38,  5.67it/s, loss=0.816, pair=1.763, adv=2.078, sprd=0.003]
Ep 023/60 [S2:+mat]:  51%|█ | 227/444 [00:38<00:38,  5.67it/s, loss=8.218, pair=26.391, adv=2.235, sprd=0.003]
Ep 023/60 [S2:+mat]:  51%|█ | 228/444 [00:38<00:35,  6.08it/s, loss=8.218, pair=26.391, adv=2.235, sprd=0.003]
Ep 023/60 [S2:+mat]:  51%|█ | 228/444 [00:38<00:35,  6.08it/s, loss=4.279, pair=13.297, adv=2.028, sprd=0.003]
Ep 023/60 [S2:+mat]:  52%|█ | 229/444 [00:38<00:37,  5.79it/s, loss=4.279, pair=13.297, adv=2.028, sprd=0.003]
Ep 023/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:37,  5.79it/s, loss=2.450, pair=7.168, adv=2.271, sprd=0.003]
Ep 023/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.15it/s, loss=2.450, pair=7.168, adv=2.271, sprd=0.003]
Ep 023/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.15it/s, loss=2.364, pair=6.672, adv=2.133, sprd=0.002]
Ep 023/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:36,  5.79it/s, loss=2.364, pair=6.672, adv=2.133, sprd=0.002]
Ep 023/60 [S2:+mat]:  52%|█ | 231/444 [00:38<00:36,  5.79it/s, loss=6.001, pair=19.016, adv=2.178, sprd=0.003]
Ep 023/60 [S2:+mat]:  52%|█ | 232/444 [00:38<00:34,  6.15it/s, loss=6.001, pair=19.016, adv=2.178, sprd=0.003]
Ep 023/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:34,  6.15it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:35,  5.87it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:35,  5.87it/s, loss=0.651, pair=1.200, adv=2.178, sprd=0.006]
Ep 023/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.24it/s, loss=0.651, pair=1.200, adv=2.178, sprd=0.006]
Ep 023/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.24it/s, loss=0.891, pair=1.981, adv=2.170, sprd=0.004]
Ep 023/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:36,  5.80it/s, loss=0.891, pair=1.981, adv=2.170, sprd=0.004]
Ep 023/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:36,  5.80it/s, loss=1.926, pair=5.410, adv=2.240, sprd=0.005]
Ep 023/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.16it/s, loss=1.926, pair=5.410, adv=2.240, sprd=0.005]
Ep 023/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.16it/s, loss=2.621, pair=7.730, adv=2.219, sprd=0.006]
Ep 023/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:36,  5.74it/s, loss=2.621, pair=7.730, adv=2.219, sprd=0.006]
Ep 023/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:36,  5.74it/s, loss=0.300, pair=0.000, adv=2.222, sprd=0.006]
Ep 023/60 [S2:+mat]:  54%|█▌ | 238/444 [00:39<00:33,  6.14it/s, loss=0.300, pair=0.000, adv=2.222, sprd=0.006]
Ep 023/60 [S2:+mat]:  54%|█ | 238/444 [00:40<00:33,  6.14it/s, loss=6.592, pair=21.016, adv=2.120, sprd=0.004]
Ep 023/60 [S2:+mat]:  54%|█ | 239/444 [00:40<00:36,  5.68it/s, loss=6.592, pair=21.016, adv=2.120, sprd=0.004]
Ep 023/60 [S2:+mat]:  54%|█ | 239/444 [00:40<00:36,  5.68it/s, loss=6.291, pair=19.969, adv=2.243, sprd=0.004]
Ep 023/60 [S2:+mat]:  54%|█ | 240/444 [00:40<00:33,  6.08it/s, loss=6.291, pair=19.969, adv=2.243, sprd=0.004]
Ep 023/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.08it/s, loss=0.425, pair=0.387, adv=2.319, sprd=0.005]
Ep 023/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:35,  5.79it/s, loss=0.425, pair=0.387, adv=2.319, sprd=0.005]
Ep 023/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:35,  5.79it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.007]
Ep 023/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.18it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.007]
Ep 023/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.18it/s, loss=3.263, pair=9.562, adv=2.343, sprd=0.007]
Ep 023/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.84it/s, loss=3.263, pair=9.562, adv=2.343, sprd=0.007]
Ep 023/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.84it/s, loss=0.307, pair=0.000, adv=2.210, sprd=0.007]
Ep 023/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:32,  6.22it/s, loss=0.307, pair=0.000, adv=2.210, sprd=0.007]
Ep 023/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:32,  6.22it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:34,  5.73it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:34,  5.73it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:32,  6.15it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.005]
Ep 023/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:32,  6.15it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:33,  5.80it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.006]
Ep 023/60 [S2:+mat]:  56%|█ | 247/444 [00:41<00:33,  5.80it/s, loss=3.434, pair=10.484, adv=2.192, sprd=0.003]
Ep 023/60 [S2:+mat]:  56%|█ | 248/444 [00:41<00:31,  6.19it/s, loss=3.434, pair=10.484, adv=2.192, sprd=0.003]
Ep 023/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:31,  6.19it/s, loss=1.776, pair=4.977, adv=2.102, sprd=0.004]
Ep 023/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:34,  5.64it/s, loss=1.776, pair=4.977, adv=2.102, sprd=0.004]
Ep 023/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:34,  5.64it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  56%|█▋ | 250/444 [00:41<00:32,  6.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  56%|█▋ | 250/444 [00:42<00:32,  6.06it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.80it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:33,  5.80it/s, loss=6.309, pair=20.141, adv=1.964, sprd=0.002]
Ep 023/60 [S2:+mat]:  57%|█▏| 252/444 [00:42<00:31,  6.19it/s, loss=6.309, pair=20.141, adv=1.964, sprd=0.002]
Ep 023/60 [S2:+mat]:  57%|▌| 252/444 [00:42<00:31,  6.19it/s, loss=11.721, pair=38.094, adv=2.137, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|▌| 253/444 [00:42<00:32,  5.95it/s, loss=11.721, pair=38.094, adv=2.137, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:32,  5.95it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.29it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.29it/s, loss=0.415, pair=0.387, adv=2.239, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:33,  5.68it/s, loss=0.415, pair=0.387, adv=2.239, sprd=0.003]
Ep 023/60 [S2:+mat]:  57%|█▏| 255/444 [00:42<00:33,  5.68it/s, loss=4.330, pair=13.406, adv=2.335, sprd=0.003]
Ep 023/60 [S2:+mat]:  58%|█▏| 256/444 [00:42<00:30,  6.07it/s, loss=4.330, pair=13.406, adv=2.335, sprd=0.003]
Ep 023/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.07it/s, loss=1.888, pair=5.352, adv=2.151, sprd=0.002]
Ep 023/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.79it/s, loss=1.888, pair=5.352, adv=2.151, sprd=0.002]
Ep 023/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.79it/s, loss=3.043, pair=9.125, adv=2.284, sprd=0.003]
Ep 023/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.17it/s, loss=3.043, pair=9.125, adv=2.284, sprd=0.003]
Ep 023/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.17it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.88it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.88it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.24it/s, loss=0.352, pair=0.200, adv=2.175, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:31,  5.86it/s, loss=0.352, pair=0.200, adv=2.175, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:31,  5.86it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▊ | 262/444 [00:43<00:29,  6.23it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:29,  6.23it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.001]
Ep 023/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:30,  5.95it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.001]
Ep 023/60 [S2:+mat]:  59%|█▏| 263/444 [00:44<00:30,  5.95it/s, loss=5.335, pair=16.922, adv=1.842, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▏| 264/444 [00:44<00:28,  6.29it/s, loss=5.335, pair=16.922, adv=1.842, sprd=0.002]
Ep 023/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:28,  6.29it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.82it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.82it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.22it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.22it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:30,  5.89it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:30,  5.89it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 268/444 [00:44<00:28,  6.28it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:28,  6.28it/s, loss=0.298, pair=0.000, adv=2.259, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:30,  5.77it/s, loss=0.298, pair=0.000, adv=2.259, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:30,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:28,  6.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:28,  6.16it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.77it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.77it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.17it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.17it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:29,  5.78it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:29,  5.78it/s, loss=1.810, pair=5.074, adv=2.247, sprd=0.002]
Ep 023/60 [S2:+mat]:  62%|█▊ | 274/444 [00:45<00:27,  6.15it/s, loss=1.810, pair=5.074, adv=2.247, sprd=0.002]
Ep 023/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:27,  6.15it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.81it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.81it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.20it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  62%|█▏| 276/444 [00:46<00:27,  6.20it/s, loss=3.362, pair=10.281, adv=2.146, sprd=0.002]
Ep 023/60 [S2:+mat]:  62%|█▏| 277/444 [00:46<00:28,  5.85it/s, loss=3.362, pair=10.281, adv=2.146, sprd=0.002]
Ep 023/60 [S2:+mat]:  62%|█▏| 277/444 [00:46<00:28,  5.85it/s, loss=3.737, pair=11.453, adv=2.269, sprd=0.003]
Ep 023/60 [S2:+mat]:  63%|█▎| 278/444 [00:46<00:26,  6.21it/s, loss=3.737, pair=11.453, adv=2.269, sprd=0.003]
Ep 023/60 [S2:+mat]:  63%|█▎| 278/444 [00:46<00:26,  6.21it/s, loss=3.920, pair=10.258, adv=2.256, sprd=0.003]
Ep 023/60 [S2:+mat]:  63%|█▎| 279/444 [00:46<00:28,  5.80it/s, loss=3.920, pair=10.258, adv=2.256, sprd=0.003]
Ep 023/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:28,  5.80it/s, loss=2.119, pair=6.062, adv=2.205, sprd=0.002]
Ep 023/60 [S2:+mat]:  63%|█▉ | 280/444 [00:46<00:26,  6.17it/s, loss=2.119, pair=6.062, adv=2.205, sprd=0.002]
Ep 023/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.17it/s, loss=0.313, pair=0.012, adv=2.274, sprd=0.003]
Ep 023/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.68it/s, loss=0.313, pair=0.012, adv=2.274, sprd=0.003]
Ep 023/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.68it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.09it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▎| 282/444 [00:47<00:26,  6.09it/s, loss=3.753, pair=11.578, adv=2.024, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▎| 283/444 [00:47<00:32,  4.96it/s, loss=3.753, pair=11.578, adv=2.024, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:32,  4.96it/s, loss=0.853, pair=1.935, adv=2.066, sprd=0.003]
Ep 023/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:29,  5.48it/s, loss=0.853, pair=1.935, adv=2.066, sprd=0.003]
Ep 023/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:29,  5.48it/s, loss=0.699, pair=1.356, adv=2.191, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:29,  5.48it/s, loss=0.699, pair=1.356, adv=2.191, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:29,  5.48it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▉ | 286/444 [00:47<00:26,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:26,  5.94it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:28,  5.50it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:28,  5.50it/s, loss=9.378, pair=30.234, adv=2.345, sprd=0.003]
Ep 023/60 [S2:+mat]:  65%|█▎| 288/444 [00:48<00:26,  5.93it/s, loss=9.378, pair=30.234, adv=2.345, sprd=0.003]
Ep 023/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:26,  5.93it/s, loss=1.939, pair=5.555, adv=2.044, sprd=0.003]
Ep 023/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:28,  5.53it/s, loss=1.939, pair=5.555, adv=2.044, sprd=0.003]
Ep 023/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:28,  5.53it/s, loss=1.897, pair=5.352, adv=2.223, sprd=0.003]
Ep 023/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  5.97it/s, loss=1.897, pair=5.352, adv=2.223, sprd=0.003]
Ep 023/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  5.97it/s, loss=2.720, pair=8.172, adv=2.042, sprd=0.003]
Ep 023/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:27,  5.59it/s, loss=2.720, pair=8.172, adv=2.042, sprd=0.003]
Ep 023/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:27,  5.59it/s, loss=1.378, pair=3.590, adv=2.340, sprd=0.004]
Ep 023/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:25,  6.02it/s, loss=1.378, pair=3.590, adv=2.340, sprd=0.004]
Ep 023/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:25,  6.02it/s, loss=0.524, pair=0.731, adv=2.348, sprd=0.003]
Ep 023/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.65it/s, loss=0.524, pair=0.731, adv=2.348, sprd=0.003]
Ep 023/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.65it/s, loss=0.640, pair=1.216, adv=2.120, sprd=0.002]
Ep 023/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.06it/s, loss=0.640, pair=1.216, adv=2.120, sprd=0.002]
Ep 023/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.06it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:26,  5.71it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:26,  5.71it/s, loss=2.186, pair=6.293, adv=2.215, sprd=0.003]
Ep 023/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:24,  6.11it/s, loss=2.186, pair=6.293, adv=2.215, sprd=0.003]
Ep 023/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:24,  6.11it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:25,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:25,  5.76it/s, loss=1.043, pair=2.553, adv=2.108, sprd=0.002]
Ep 023/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.14it/s, loss=1.043, pair=2.553, adv=2.108, sprd=0.002]
Ep 023/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.14it/s, loss=1.107, pair=2.715, adv=2.012, sprd=0.003]
Ep 023/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.61it/s, loss=1.107, pair=2.715, adv=2.012, sprd=0.003]
Ep 023/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.61it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.05it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.05it/s, loss=1.577, pair=4.262, adv=2.214, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:24,  5.76it/s, loss=1.577, pair=4.262, adv=2.214, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:24,  5.76it/s, loss=1.148, pair=2.895, adv=2.110, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:23,  6.16it/s, loss=1.148, pair=2.895, adv=2.110, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:23,  6.16it/s, loss=0.693, pair=1.388, adv=2.099, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 303/444 [00:50<00:24,  5.76it/s, loss=0.693, pair=1.388, adv=2.099, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:24,  5.76it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:22,  6.17it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:22,  6.17it/s, loss=0.945, pair=2.145, adv=2.252, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:23,  5.84it/s, loss=0.945, pair=2.145, adv=2.252, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:23,  5.84it/s, loss=2.298, pair=6.688, adv=2.279, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:22,  6.22it/s, loss=2.298, pair=6.688, adv=2.279, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:22,  6.22it/s, loss=0.766, pair=1.575, adv=2.142, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.90it/s, loss=0.766, pair=1.575, adv=2.142, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.90it/s, loss=0.584, pair=1.005, adv=2.088, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:21,  6.26it/s, loss=0.584, pair=1.005, adv=2.088, sprd=0.002]
Ep 023/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:21,  6.26it/s, loss=0.574, pair=0.950, adv=2.299, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:22,  6.00it/s, loss=0.574, pair=0.950, adv=2.299, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:22,  6.00it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.37it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.37it/s, loss=0.615, pair=1.177, adv=1.901, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:22,  5.90it/s, loss=0.615, pair=1.177, adv=1.901, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:22,  5.90it/s, loss=1.454, pair=3.820, adv=2.256, sprd=0.003]
Ep 023/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:21,  6.28it/s, loss=1.454, pair=3.820, adv=2.256, sprd=0.003]
Ep 023/60 [S2:+mat]:  70%|▋| 312/444 [00:52<00:21,  6.28it/s, loss=10.174, pair=32.906, adv=2.274, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|▋| 313/444 [00:52<00:22,  5.93it/s, loss=10.174, pair=32.906, adv=2.274, sprd=0.002]
Ep 023/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:22,  5.93it/s, loss=2.687, pair=7.914, adv=2.480, sprd=0.002]
Ep 023/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.28it/s, loss=2.687, pair=7.914, adv=2.480, sprd=0.002]
Ep 023/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.28it/s, loss=1.103, pair=2.715, adv=2.200, sprd=0.002]
Ep 023/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:21,  5.99it/s, loss=1.103, pair=2.715, adv=2.200, sprd=0.002]
Ep 023/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:21,  5.99it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:20,  6.36it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:20,  6.36it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:21,  5.94it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:21,  5.94it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:19,  6.32it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:19,  6.32it/s, loss=2.353, pair=6.906, adv=2.185, sprd=0.002]
Ep 023/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.86it/s, loss=2.353, pair=6.906, adv=2.185, sprd=0.002]
Ep 023/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.86it/s, loss=0.576, pair=1.028, adv=2.056, sprd=0.002]
Ep 023/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.23it/s, loss=0.576, pair=1.028, adv=2.056, sprd=0.002]
Ep 023/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.23it/s, loss=2.095, pair=6.074, adv=2.067, sprd=0.002]
Ep 023/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:21,  5.84it/s, loss=2.095, pair=6.074, adv=2.067, sprd=0.002]
Ep 023/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:21,  5.84it/s, loss=0.747, pair=1.575, adv=2.156, sprd=0.002]
Ep 023/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.21it/s, loss=0.747, pair=1.575, adv=2.156, sprd=0.002]
Ep 023/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.21it/s, loss=2.146, pair=6.250, adv=2.116, sprd=0.002]
Ep 023/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.94it/s, loss=2.146, pair=6.250, adv=2.116, sprd=0.002]
Ep 023/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.94it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.88it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.88it/s, loss=1.079, pair=2.512, adv=2.375, sprd=0.003]
Ep 023/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.25it/s, loss=1.079, pair=2.512, adv=2.375, sprd=0.003]
Ep 023/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.25it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:20,  5.75it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 327/444 [00:55<00:20,  5.75it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.17it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.17it/s, loss=2.636, pair=7.625, adv=2.070, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.95it/s, loss=2.636, pair=7.625, adv=2.070, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.95it/s, loss=0.360, pair=0.255, adv=2.155, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.31it/s, loss=0.360, pair=0.255, adv=2.155, sprd=0.002]
Ep 023/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.31it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:18,  5.95it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:18,  5.95it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:17,  6.32it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  75%|█▍| 332/444 [00:55<00:17,  6.32it/s, loss=6.057, pair=18.953, adv=2.225, sprd=0.003]
Ep 023/60 [S2:+mat]:  75%|█▌| 333/444 [00:55<00:18,  5.97it/s, loss=6.057, pair=18.953, adv=2.225, sprd=0.003]
Ep 023/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:18,  5.97it/s, loss=2.080, pair=6.043, adv=2.053, sprd=0.003]
Ep 023/60 [S2:+mat]:  75%|██▎| 334/444 [00:55<00:17,  6.30it/s, loss=2.080, pair=6.043, adv=2.053, sprd=0.003]
Ep 023/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:17,  6.30it/s, loss=0.434, pair=0.450, adv=2.253, sprd=0.003]
Ep 023/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:18,  5.89it/s, loss=0.434, pair=0.450, adv=2.253, sprd=0.003]
Ep 023/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:18,  5.89it/s, loss=0.299, pair=0.100, adv=2.037, sprd=0.003]
Ep 023/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.26it/s, loss=0.299, pair=0.100, adv=2.037, sprd=0.003]
Ep 023/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.26it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.89it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.89it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.23it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.23it/s, loss=0.286, pair=0.000, adv=2.097, sprd=0.004]
Ep 023/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:18,  5.75it/s, loss=0.286, pair=0.000, adv=2.097, sprd=0.004]
Ep 023/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:18,  5.75it/s, loss=1.429, pair=3.867, adv=2.048, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|██▎| 340/444 [00:56<00:16,  6.15it/s, loss=1.429, pair=3.867, adv=2.048, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|██▎| 340/444 [00:57<00:16,  6.15it/s, loss=3.079, pair=9.344, adv=2.064, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.70it/s, loss=3.079, pair=9.344, adv=2.064, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.70it/s, loss=1.882, pair=5.422, adv=1.912, sprd=0.002]
Ep 023/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.07it/s, loss=1.882, pair=5.422, adv=1.912, sprd=0.002]
Ep 023/60 [S2:+mat]:  77%|█▌| 342/444 [00:57<00:16,  6.07it/s, loss=4.103, pair=12.797, adv=1.952, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|█▌| 343/444 [00:57<00:17,  5.64it/s, loss=4.103, pair=12.797, adv=1.952, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.64it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.08it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.08it/s, loss=2.353, pair=6.609, adv=2.252, sprd=0.003]
Ep 023/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:17,  5.59it/s, loss=2.353, pair=6.609, adv=2.252, sprd=0.003]
Ep 023/60 [S2:+mat]:  78%|██▎| 345/444 [00:58<00:17,  5.59it/s, loss=1.556, pair=4.172, adv=2.289, sprd=0.004]
Ep 023/60 [S2:+mat]:  78%|██▎| 346/444 [00:58<00:16,  6.01it/s, loss=1.556, pair=4.172, adv=2.289, sprd=0.004]
Ep 023/60 [S2:+mat]:  78%|██▎| 346/444 [00:58<00:16,  6.01it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:17,  5.66it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:17,  5.66it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:15,  6.08it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:15,  6.08it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.65it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.65it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.07it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.07it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  79%|██▎| 351/444 [00:58<00:16,  5.75it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:16,  5.75it/s, loss=0.323, pair=0.075, adv=2.290, sprd=0.003]
Ep 023/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:14,  6.15it/s, loss=0.323, pair=0.075, adv=2.290, sprd=0.003]
Ep 023/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:14,  6.15it/s, loss=1.730, pair=4.867, adv=2.016, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:15,  5.81it/s, loss=1.730, pair=4.867, adv=2.016, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:15,  5.81it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:14,  6.18it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:14,  6.18it/s, loss=0.389, pair=0.356, adv=2.167, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:15,  5.81it/s, loss=0.389, pair=0.356, adv=2.167, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:15,  5.81it/s, loss=0.279, pair=0.012, adv=2.024, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.18it/s, loss=0.279, pair=0.012, adv=2.024, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.18it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:15,  5.68it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:15,  5.68it/s, loss=1.430, pair=3.738, adv=2.404, sprd=0.003]
Ep 023/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:14,  6.07it/s, loss=1.430, pair=3.738, adv=2.404, sprd=0.003]
Ep 023/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:14,  6.07it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:14,  5.68it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:14,  5.68it/s, loss=2.922, pair=8.828, adv=2.109, sprd=0.002]
Ep 023/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:13,  6.09it/s, loss=2.922, pair=8.828, adv=2.109, sprd=0.002]
Ep 023/60 [S2:+mat]:  81%|█▌| 360/444 [01:00<00:13,  6.09it/s, loss=7.225, pair=23.203, adv=1.936, sprd=0.003]
Ep 023/60 [S2:+mat]:  81%|█▋| 361/444 [01:00<00:14,  5.77it/s, loss=7.225, pair=23.203, adv=1.936, sprd=0.003]
Ep 023/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:14,  5.77it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.15it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.15it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:14,  5.70it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  82%|██▍| 363/444 [01:01<00:14,  5.70it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  82%|██▍| 364/444 [01:01<00:13,  6.09it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  82%|█▋| 364/444 [01:01<00:13,  6.09it/s, loss=4.074, pair=12.641, adv=2.092, sprd=0.002]
Ep 023/60 [S2:+mat]:  82%|█▋| 365/444 [01:01<00:13,  5.84it/s, loss=4.074, pair=12.641, adv=2.092, sprd=0.002]
Ep 023/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  5.84it/s, loss=0.416, pair=0.482, adv=2.058, sprd=0.003]
Ep 023/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.20it/s, loss=0.416, pair=0.482, adv=2.058, sprd=0.003]
Ep 023/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.20it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.84it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.84it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.23it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.23it/s, loss=0.423, pair=0.513, adv=1.974, sprd=0.003]
Ep 023/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:13,  5.74it/s, loss=0.423, pair=0.513, adv=1.974, sprd=0.003]
Ep 023/60 [S2:+mat]:  83%|██▍| 369/444 [01:02<00:13,  5.74it/s, loss=0.276, pair=0.000, adv=2.135, sprd=0.002]
Ep 023/60 [S2:+mat]:  83%|██▌| 370/444 [01:02<00:12,  6.10it/s, loss=0.276, pair=0.000, adv=2.135, sprd=0.002]
Ep 023/60 [S2:+mat]:  83%|██▌| 370/444 [01:02<00:12,  6.10it/s, loss=2.107, pair=6.105, adv=2.041, sprd=0.002]
Ep 023/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:13,  5.61it/s, loss=2.107, pair=6.105, adv=2.041, sprd=0.002]
Ep 023/60 [S2:+mat]:  84%|█▋| 371/444 [01:02<00:13,  5.61it/s, loss=4.527, pair=14.141, adv=2.191, sprd=0.002]
Ep 023/60 [S2:+mat]:  84%|█▋| 372/444 [01:02<00:11,  6.03it/s, loss=4.527, pair=14.141, adv=2.191, sprd=0.002]
Ep 023/60 [S2:+mat]:  84%|██▌| 372/444 [01:02<00:11,  6.03it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  84%|██▌| 373/444 [01:02<00:12,  5.65it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  84%|██▌| 373/444 [01:02<00:12,  5.65it/s, loss=2.676, pair=7.980, adv=2.187, sprd=0.003]
Ep 023/60 [S2:+mat]:  84%|██▌| 374/444 [01:02<00:11,  6.04it/s, loss=2.676, pair=7.980, adv=2.187, sprd=0.003]
Ep 023/60 [S2:+mat]:  84%|██▌| 374/444 [01:02<00:11,  6.04it/s, loss=0.408, pair=0.372, adv=2.292, sprd=0.003]
Ep 023/60 [S2:+mat]:  84%|██▌| 375/444 [01:02<00:12,  5.67it/s, loss=0.408, pair=0.372, adv=2.292, sprd=0.003]
Ep 023/60 [S2:+mat]:  84%|█▋| 375/444 [01:03<00:12,  5.67it/s, loss=3.782, pair=11.672, adv=2.125, sprd=0.002]
Ep 023/60 [S2:+mat]:  85%|█▋| 376/444 [01:03<00:11,  6.08it/s, loss=3.782, pair=11.672, adv=2.125, sprd=0.002]
Ep 023/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:11,  6.08it/s, loss=2.745, pair=8.133, adv=2.105, sprd=0.002]
Ep 023/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:11,  5.78it/s, loss=2.745, pair=8.133, adv=2.105, sprd=0.002]
Ep 023/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:11,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:10,  6.17it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  85%|█▋| 378/444 [01:03<00:10,  6.17it/s, loss=4.084, pair=12.719, adv=1.935, sprd=0.002]
Ep 023/60 [S2:+mat]:  85%|█▋| 379/444 [01:03<00:11,  5.71it/s, loss=4.084, pair=12.719, adv=1.935, sprd=0.002]
Ep 023/60 [S2:+mat]:  85%|██▌| 379/444 [01:03<00:11,  5.71it/s, loss=0.580, pair=0.981, adv=2.193, sprd=0.002]
Ep 023/60 [S2:+mat]:  86%|██▌| 380/444 [01:03<00:10,  6.09it/s, loss=0.580, pair=0.981, adv=2.193, sprd=0.002]
Ep 023/60 [S2:+mat]:  86%|█▋| 380/444 [01:03<00:10,  6.09it/s, loss=5.331, pair=16.766, adv=2.265, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|█▋| 381/444 [01:03<00:11,  5.71it/s, loss=5.331, pair=16.766, adv=2.265, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|█▋| 381/444 [01:04<00:11,  5.71it/s, loss=3.677, pair=11.328, adv=2.093, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|█▋| 382/444 [01:04<00:10,  6.10it/s, loss=3.677, pair=11.328, adv=2.093, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|██▌| 382/444 [01:04<00:10,  6.10it/s, loss=1.474, pair=3.971, adv=2.146, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.75it/s, loss=1.474, pair=3.971, adv=2.146, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.75it/s, loss=0.916, pair=2.113, adv=2.113, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.11it/s, loss=0.916, pair=2.113, adv=2.113, sprd=0.003]
Ep 023/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.11it/s, loss=0.496, pair=0.669, adv=2.291, sprd=0.003]
Ep 023/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:10,  5.72it/s, loss=0.496, pair=0.669, adv=2.291, sprd=0.003]
Ep 023/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:10,  5.72it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.11it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.11it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.73it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  87%|██▌| 387/444 [01:05<00:09,  5.73it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  87%|██▌| 388/444 [01:05<00:09,  6.13it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  87%|█▋| 388/444 [01:05<00:09,  6.13it/s, loss=3.373, pair=10.203, adv=2.363, sprd=0.002]
Ep 023/60 [S2:+mat]:  88%|█▊| 389/444 [01:05<00:09,  5.83it/s, loss=3.373, pair=10.203, adv=2.363, sprd=0.002]
Ep 023/60 [S2:+mat]:  88%|█▊| 389/444 [01:05<00:09,  5.83it/s, loss=6.442, pair=20.500, adv=2.225, sprd=0.003]
Ep 023/60 [S2:+mat]:  88%|█▊| 390/444 [01:05<00:08,  6.21it/s, loss=6.442, pair=20.500, adv=2.225, sprd=0.003]
Ep 023/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.21it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  88%|██▋| 391/444 [01:05<00:08,  5.96it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  88%|█▊| 391/444 [01:05<00:08,  5.96it/s, loss=4.414, pair=13.766, adv=2.157, sprd=0.003]
Ep 023/60 [S2:+mat]:  88%|█▊| 392/444 [01:05<00:08,  6.32it/s, loss=4.414, pair=13.766, adv=2.157, sprd=0.003]
Ep 023/60 [S2:+mat]:  88%|██▋| 392/444 [01:05<00:08,  6.32it/s, loss=1.034, pair=2.496, adv=2.170, sprd=0.004]
Ep 023/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.72it/s, loss=1.034, pair=2.496, adv=2.170, sprd=0.004]
Ep 023/60 [S2:+mat]:  89%|██▋| 393/444 [01:06<00:08,  5.72it/s, loss=0.341, pair=0.137, adv=2.210, sprd=0.003]
Ep 023/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:08,  6.12it/s, loss=0.341, pair=0.137, adv=2.210, sprd=0.003]
Ep 023/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:08,  6.12it/s, loss=0.441, pair=0.497, adv=2.181, sprd=0.003]
Ep 023/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.84it/s, loss=0.441, pair=0.497, adv=2.181, sprd=0.003]
Ep 023/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.84it/s, loss=1.429, pair=3.836, adv=2.095, sprd=0.003]
Ep 023/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.22it/s, loss=1.429, pair=3.836, adv=2.095, sprd=0.003]
Ep 023/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.22it/s, loss=3.104, pair=9.328, adv=2.235, sprd=0.004]
Ep 023/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:08,  5.83it/s, loss=3.104, pair=9.328, adv=2.235, sprd=0.004]
Ep 023/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:08,  5.83it/s, loss=0.310, pair=0.137, adv=2.034, sprd=0.003]
Ep 023/60 [S2:+mat]:  90%|██▋| 398/444 [01:06<00:07,  6.21it/s, loss=0.310, pair=0.137, adv=2.034, sprd=0.003]
Ep 023/60 [S2:+mat]:  90%|██▋| 398/444 [01:06<00:07,  6.21it/s, loss=2.241, pair=6.453, adv=2.329, sprd=0.003]
Ep 023/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.86it/s, loss=2.241, pair=6.453, adv=2.329, sprd=0.003]
Ep 023/60 [S2:+mat]:  90%|██▋| 399/444 [01:07<00:07,  5.86it/s, loss=1.100, pair=2.668, adv=2.218, sprd=0.002]
Ep 023/60 [S2:+mat]:  90%|██▋| 400/444 [01:07<00:07,  6.21it/s, loss=1.100, pair=2.668, adv=2.218, sprd=0.002]
Ep 023/60 [S2:+mat]:  90%|██▋| 400/444 [01:07<00:07,  6.21it/s, loss=0.298, pair=0.044, adv=2.009, sprd=0.003]
Ep 023/60 [S2:+mat]:  90%|██▋| 401/444 [01:07<00:07,  5.91it/s, loss=0.298, pair=0.044, adv=2.009, sprd=0.003]
Ep 023/60 [S2:+mat]:  90%|██▋| 401/444 [01:07<00:07,  5.91it/s, loss=1.189, pair=2.980, adv=2.174, sprd=0.003]
Ep 023/60 [S2:+mat]:  91%|██▋| 402/444 [01:07<00:06,  6.28it/s, loss=1.189, pair=2.980, adv=2.174, sprd=0.003]
Ep 023/60 [S2:+mat]:  91%|█▊| 402/444 [01:07<00:06,  6.28it/s, loss=4.376, pair=13.617, adv=2.100, sprd=0.004]
Ep 023/60 [S2:+mat]:  91%|█▊| 403/444 [01:07<00:06,  5.86it/s, loss=4.376, pair=13.617, adv=2.100, sprd=0.004]
Ep 023/60 [S2:+mat]:  91%|██▋| 403/444 [01:07<00:06,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  91%|██▋| 404/444 [01:07<00:06,  6.24it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  91%|█▊| 404/444 [01:07<00:06,  6.24it/s, loss=3.939, pair=12.172, adv=2.116, sprd=0.004]
Ep 023/60 [S2:+mat]:  91%|█▊| 405/444 [01:07<00:06,  5.80it/s, loss=3.939, pair=12.172, adv=2.116, sprd=0.004]
Ep 023/60 [S2:+mat]:  91%|██▋| 405/444 [01:08<00:06,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  91%|██▋| 406/444 [01:08<00:06,  6.18it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  91%|██▋| 406/444 [01:08<00:06,  6.18it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.94it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.94it/s, loss=1.528, pair=4.047, adv=2.368, sprd=0.004]
Ep 023/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.28it/s, loss=1.528, pair=4.047, adv=2.368, sprd=0.004]
Ep 023/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.28it/s, loss=0.724, pair=1.481, adv=2.155, sprd=0.003]
Ep 023/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:05,  5.88it/s, loss=0.724, pair=1.481, adv=2.155, sprd=0.003]
Ep 023/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:05,  5.88it/s, loss=0.361, pair=0.169, adv=2.297, sprd=0.003]
Ep 023/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.25it/s, loss=0.361, pair=0.169, adv=2.297, sprd=0.003]
Ep 023/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.25it/s, loss=0.639, pair=0.981, adv=2.111, sprd=0.002]
Ep 023/60 [S2:+mat]:  93%|██▊| 411/444 [01:08<00:05,  5.94it/s, loss=0.639, pair=0.981, adv=2.111, sprd=0.002]
Ep 023/60 [S2:+mat]:  93%|██▊| 411/444 [01:09<00:05,  5.94it/s, loss=0.624, pair=1.091, adv=2.220, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|██▊| 412/444 [01:09<00:05,  6.28it/s, loss=0.624, pair=1.091, adv=2.220, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|█▊| 412/444 [01:09<00:05,  6.28it/s, loss=5.781, pair=18.297, adv=2.277, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|█▊| 413/444 [01:09<00:05,  5.87it/s, loss=5.781, pair=18.297, adv=2.277, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.87it/s, loss=0.351, pair=0.174, adv=2.156, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.25it/s, loss=0.351, pair=0.174, adv=2.156, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.25it/s, loss=1.007, pair=2.418, adv=2.096, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:04,  5.92it/s, loss=1.007, pair=2.418, adv=2.096, sprd=0.003]
Ep 023/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:04,  5.92it/s, loss=0.747, pair=1.524, adv=2.262, sprd=0.003]
Ep 023/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.29it/s, loss=0.747, pair=1.524, adv=2.262, sprd=0.003]
Ep 023/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.29it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  94%|██▊| 417/444 [01:09<00:04,  5.76it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  94%|██▊| 417/444 [01:10<00:04,  5.76it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  94%|██▊| 418/444 [01:10<00:04,  6.18it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  94%|██▊| 418/444 [01:10<00:04,  6.18it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  94%|██▊| 419/444 [01:10<00:04,  5.87it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  94%|█▉| 419/444 [01:10<00:04,  5.87it/s, loss=3.283, pair=10.000, adv=2.152, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|█▉| 420/444 [01:10<00:03,  6.25it/s, loss=3.283, pair=10.000, adv=2.152, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.25it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:03,  5.96it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:03,  5.96it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  95%|██▊| 422/444 [01:10<00:03,  6.34it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  95%|█▉| 422/444 [01:10<00:03,  6.34it/s, loss=5.749, pair=18.234, adv=2.170, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|█▉| 423/444 [01:10<00:03,  5.93it/s, loss=5.749, pair=18.234, adv=2.170, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|██▊| 423/444 [01:11<00:03,  5.93it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|██▊| 424/444 [01:11<00:03,  6.29it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  95%|██▊| 424/444 [01:11<00:03,  6.29it/s, loss=0.312, pair=0.075, adv=2.222, sprd=0.002]
Ep 023/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.97it/s, loss=0.312, pair=0.075, adv=2.222, sprd=0.002]
Ep 023/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.97it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  96%|██▉| 426/444 [01:11<00:02,  6.34it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  96%|██▉| 426/444 [01:11<00:02,  6.34it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  96%|██▉| 427/444 [01:11<00:02,  5.82it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  96%|██▉| 427/444 [01:11<00:02,  5.82it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.22it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.22it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.88it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  97%|██▉| 429/444 [01:12<00:02,  5.88it/s, loss=0.754, pair=1.575, adv=2.197, sprd=0.003]
Ep 023/60 [S2:+mat]:  97%|██▉| 430/444 [01:12<00:02,  6.25it/s, loss=0.754, pair=1.575, adv=2.197, sprd=0.003]
Ep 023/60 [S2:+mat]:  97%|██▉| 430/444 [01:12<00:02,  6.25it/s, loss=0.273, pair=0.000, adv=2.070, sprd=0.003]
Ep 023/60 [S2:+mat]:  97%|██▉| 431/444 [01:12<00:02,  5.96it/s, loss=0.273, pair=0.000, adv=2.070, sprd=0.003]
Ep 023/60 [S2:+mat]:  97%|█▉| 431/444 [01:12<00:02,  5.96it/s, loss=3.400, pair=10.375, adv=2.156, sprd=0.002]
Ep 023/60 [S2:+mat]:  97%|█▉| 432/444 [01:12<00:01,  6.33it/s, loss=3.400, pair=10.375, adv=2.156, sprd=0.002]
Ep 023/60 [S2:+mat]:  97%|█▉| 432/444 [01:12<00:01,  6.33it/s, loss=5.477, pair=17.266, adv=2.312, sprd=0.002]
Ep 023/60 [S2:+mat]:  98%|█▉| 433/444 [01:12<00:01,  5.97it/s, loss=5.477, pair=17.266, adv=2.312, sprd=0.002]
Ep 023/60 [S2:+mat]:  98%|██▉| 433/444 [01:12<00:01,  5.97it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  98%|██▉| 434/444 [01:12<00:01,  6.34it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]:  98%|█▉| 434/444 [01:12<00:01,  6.34it/s, loss=7.319, pair=23.453, adv=2.173, sprd=0.002]
Ep 023/60 [S2:+mat]:  98%|█▉| 435/444 [01:12<00:01,  6.00it/s, loss=7.319, pair=23.453, adv=2.173, sprd=0.002]
Ep 023/60 [S2:+mat]:  98%|██▉| 435/444 [01:13<00:01,  6.00it/s, loss=0.294, pair=0.012, adv=2.247, sprd=0.004]
Ep 023/60 [S2:+mat]:  98%|██▉| 436/444 [01:13<00:01,  6.34it/s, loss=0.294, pair=0.012, adv=2.247, sprd=0.004]
Ep 023/60 [S2:+mat]:  98%|██▉| 436/444 [01:13<00:01,  6.34it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.76it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.76it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 023/60 [S2:+mat]:  99%|█▉| 438/444 [01:13<00:00,  6.18it/s, loss=5.711, pair=18.062, adv=2.324, sprd=0.003]
Ep 023/60 [S2:+mat]:  99%|█▉| 439/444 [01:13<00:00,  5.75it/s, loss=5.711, pair=18.062, adv=2.324, sprd=0.003]
Ep 023/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.75it/s, loss=1.826, pair=5.043, adv=2.337, sprd=0.003]
Ep 023/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.14it/s, loss=1.826, pair=5.043, adv=2.337, sprd=0.003]
Ep 023/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.14it/s, loss=1.128, pair=2.840, adv=2.113, sprd=0.002]
Ep 023/60 [S2:+mat]:  99%|██▉| 441/444 [01:13<00:00,  5.81it/s, loss=1.128, pair=2.840, adv=2.113, sprd=0.002]
Ep 023/60 [S2:+mat]:  99%|██▉| 441/444 [01:14<00:00,  5.81it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]: 100%|██▉| 442/444 [01:14<00:00,  6.20it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 023/60 [S2:+mat]: 100%|██▉| 442/444 [01:14<00:00,  6.20it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  6.03it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 023/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  6.03it/s, loss=0.281, pair=0.000, adv=2.190, sprd=0.002]
Ep 023/60 [S2:+mat]: 100%|███| 444/444 [01:14<00:00,  6.38it/s, loss=0.281, pair=0.000, adv=2.190, sprd=0.002]
                                                                                                              
Epoch 023/60 [S2:+mat]  loss=1.6832  mat=0.1741  sens=5.2578  pair=4.8224  adv=1.4511(rand=3.37)  deg=0.0146  orth=0.0095  spread=0.0031  q_mean=52.8  q_std=20.6  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.18e-05  74s

Ep 024/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 024/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=1.480, pair=3.963, adv=2.219, sprd=0.002]
Ep 024/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:44,  2.69it/s, loss=1.480, pair=3.963, adv=2.219, sprd=0.002]
Ep 024/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:44,  2.69it/s, loss=2.899, pair=8.703, adv=2.261, sprd=0.002]
Ep 024/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:43,  4.27it/s, loss=2.899, pair=8.703, adv=2.261, sprd=0.002]
Ep 024/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:43,  4.27it/s, loss=0.360, pair=0.272, adv=2.097, sprd=0.002]
Ep 024/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:35,  4.61it/s, loss=0.360, pair=0.272, adv=2.097, sprd=0.002]
Ep 024/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:35,  4.61it/s, loss=0.302, pair=0.000, adv=2.037, sprd=0.003]
Ep 024/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:21,  5.37it/s, loss=0.302, pair=0.000, adv=2.037, sprd=0.003]
Ep 024/60 [S2:+mat]:   1%|     | 4/444 [00:01<01:21,  5.37it/s, loss=2.678, pair=7.949, adv=2.244, sprd=0.002]
Ep 024/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:21,  5.37it/s, loss=2.678, pair=7.949, adv=2.244, sprd=0.002]
Ep 024/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:21,  5.37it/s, loss=1.004, pair=2.447, adv=2.032, sprd=0.002]
Ep 024/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:14,  5.88it/s, loss=1.004, pair=2.447, adv=2.032, sprd=0.002]
Ep 024/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:14,  5.88it/s, loss=2.784, pair=8.328, adv=2.130, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:18,  5.55it/s, loss=2.784, pair=8.328, adv=2.130, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:18,  5.55it/s, loss=1.492, pair=4.074, adv=2.091, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:13,  5.95it/s, loss=1.492, pair=4.074, adv=2.091, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:13,  5.95it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:16,  5.69it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:16,  5.69it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:10,  6.12it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   2%|    | 10/444 [00:02<01:10,  6.12it/s, loss=2.135, pair=6.168, adv=2.163, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:16,  5.64it/s, loss=2.135, pair=6.168, adv=2.163, sprd=0.002]
Ep 024/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:16,  5.64it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:11,  6.08it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:11,  6.08it/s, loss=0.299, pair=0.028, adv=2.168, sprd=0.002]
Ep 024/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.75it/s, loss=0.299, pair=0.028, adv=2.168, sprd=0.002]
Ep 024/60 [S2:+mat]:   3%|   | 13/444 [00:02<01:14,  5.75it/s, loss=3.528, pair=10.773, adv=2.332, sprd=0.002]
Ep 024/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:09,  6.15it/s, loss=3.528, pair=10.773, adv=2.332, sprd=0.002]
Ep 024/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:09,  6.15it/s, loss=1.497, pair=3.939, adv=2.249, sprd=0.003]
Ep 024/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:16,  5.60it/s, loss=1.497, pair=3.939, adv=2.249, sprd=0.003]
Ep 024/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:16,  5.60it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:11,  6.02it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:11,  6.02it/s, loss=0.380, pair=0.330, adv=2.180, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:14,  5.75it/s, loss=0.380, pair=0.330, adv=2.180, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:14,  5.75it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:09,  6.15it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:09,  6.15it/s, loss=0.314, pair=0.075, adv=2.208, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:11,  5.94it/s, loss=0.314, pair=0.075, adv=2.208, sprd=0.002]
Ep 024/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:11,  5.94it/s, loss=2.761, pair=8.281, adv=2.069, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:07,  6.29it/s, loss=2.761, pair=8.281, adv=2.069, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:07,  6.29it/s, loss=2.672, pair=7.977, adv=2.142, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.80it/s, loss=2.672, pair=7.977, adv=2.142, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.80it/s, loss=0.525, pair=0.707, adv=2.366, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.18it/s, loss=0.525, pair=0.707, adv=2.366, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏  | 22/444 [00:04<01:08,  6.18it/s, loss=5.560, pair=17.578, adv=2.094, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏  | 23/444 [00:04<01:13,  5.76it/s, loss=5.560, pair=17.578, adv=2.094, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:13,  5.76it/s, loss=0.281, pair=0.012, adv=2.123, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:08,  6.15it/s, loss=0.281, pair=0.012, adv=2.123, sprd=0.002]
Ep 024/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:08,  6.15it/s, loss=0.565, pair=0.903, adv=2.227, sprd=0.002]
Ep 024/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.81it/s, loss=0.565, pair=0.903, adv=2.227, sprd=0.002]
Ep 024/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.81it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.20it/s, loss=0.313, pair=0.075, adv=2.185, sprd=0.002]
Ep 024/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:11,  5.84it/s, loss=0.313, pair=0.075, adv=2.185, sprd=0.002]
Ep 024/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:11,  5.84it/s, loss=0.492, pair=0.726, adv=1.950, sprd=0.003]
Ep 024/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:07,  6.20it/s, loss=0.492, pair=0.726, adv=1.950, sprd=0.003]
Ep 024/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:07,  6.20it/s, loss=0.431, pair=0.513, adv=2.151, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:11,  5.84it/s, loss=0.431, pair=0.513, adv=2.151, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▏  | 29/444 [00:05<01:11,  5.84it/s, loss=3.539, pair=10.859, adv=2.202, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▏  | 30/444 [00:05<01:06,  6.19it/s, loss=3.539, pair=10.859, adv=2.202, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:06,  6.19it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:10,  5.84it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:10,  5.84it/s, loss=0.282, pair=0.000, adv=2.104, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:06,  6.19it/s, loss=0.282, pair=0.000, adv=2.104, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▏  | 32/444 [00:05<01:06,  6.19it/s, loss=5.974, pair=16.031, adv=2.298, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▏  | 33/444 [00:05<01:10,  5.86it/s, loss=5.974, pair=16.031, adv=2.298, sprd=0.002]
Ep 024/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:10,  5.86it/s, loss=1.509, pair=4.082, adv=2.211, sprd=0.004]
Ep 024/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:06,  6.21it/s, loss=1.509, pair=4.082, adv=2.211, sprd=0.004]
Ep 024/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:06,  6.21it/s, loss=0.716, pair=1.380, adv=2.248, sprd=0.003]
Ep 024/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:09,  5.92it/s, loss=0.716, pair=1.380, adv=2.248, sprd=0.003]
Ep 024/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:09,  5.92it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:04,  6.30it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:04,  6.30it/s, loss=1.906, pair=5.406, adv=2.183, sprd=0.003]
Ep 024/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:09,  5.83it/s, loss=1.906, pair=5.406, adv=2.183, sprd=0.003]
Ep 024/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:09,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.23it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.23it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:09,  5.86it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:09,  5.86it/s, loss=0.458, pair=0.528, adv=2.307, sprd=0.002]
Ep 024/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.24it/s, loss=0.458, pair=0.528, adv=2.307, sprd=0.002]
Ep 024/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:04,  6.24it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:08,  5.88it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:08,  5.88it/s, loss=0.367, pair=0.358, adv=1.983, sprd=0.002]
Ep 024/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.26it/s, loss=0.367, pair=0.358, adv=1.983, sprd=0.002]
Ep 024/60 [S2:+mat]:   9%|▎  | 42/444 [00:07<01:04,  6.26it/s, loss=4.864, pair=15.133, adv=2.258, sprd=0.003]
Ep 024/60 [S2:+mat]:  10%|▎  | 43/444 [00:07<01:09,  5.76it/s, loss=4.864, pair=15.133, adv=2.258, sprd=0.003]
Ep 024/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:09,  5.76it/s, loss=1.924, pair=5.496, adv=2.072, sprd=0.002]
Ep 024/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:05,  6.12it/s, loss=1.924, pair=5.496, adv=2.072, sprd=0.002]
Ep 024/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:05,  6.12it/s, loss=2.964, pair=8.391, adv=2.275, sprd=0.003]
Ep 024/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:09,  5.75it/s, loss=2.964, pair=8.391, adv=2.275, sprd=0.003]
Ep 024/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:09,  5.75it/s, loss=2.714, pair=8.094, adv=2.191, sprd=0.003]
Ep 024/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:04,  6.14it/s, loss=2.714, pair=8.094, adv=2.191, sprd=0.003]
Ep 024/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:04,  6.14it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:08,  5.82it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:08,  5.82it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:03,  6.21it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:03,  6.21it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.82it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.82it/s, loss=0.968, pair=2.256, adv=2.207, sprd=0.002]
Ep 024/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:03,  6.19it/s, loss=0.968, pair=2.256, adv=2.207, sprd=0.002]
Ep 024/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:03,  6.19it/s, loss=0.266, pair=0.012, adv=1.991, sprd=0.002]
Ep 024/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:07,  5.84it/s, loss=0.266, pair=0.012, adv=1.991, sprd=0.002]
Ep 024/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:07,  5.84it/s, loss=2.876, pair=8.680, adv=2.096, sprd=0.003]
Ep 024/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:03,  6.22it/s, loss=2.876, pair=8.680, adv=2.096, sprd=0.003]
Ep 024/60 [S2:+mat]:  12%|▎  | 52/444 [00:09<01:03,  6.22it/s, loss=5.408, pair=17.047, adv=2.200, sprd=0.003]
Ep 024/60 [S2:+mat]:  12%|▎  | 53/444 [00:09<01:06,  5.87it/s, loss=5.408, pair=17.047, adv=2.200, sprd=0.003]
Ep 024/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:06,  5.87it/s, loss=0.566, pair=0.911, adv=2.184, sprd=0.003]
Ep 024/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:02,  6.22it/s, loss=0.566, pair=0.911, adv=2.184, sprd=0.003]
Ep 024/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:02,  6.22it/s, loss=0.401, pair=0.450, adv=1.955, sprd=0.002]
Ep 024/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:07,  5.77it/s, loss=0.401, pair=0.450, adv=1.955, sprd=0.002]
Ep 024/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:07,  5.77it/s, loss=1.417, pair=3.777, adv=2.211, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:03,  6.15it/s, loss=1.417, pair=3.777, adv=2.211, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:03,  6.15it/s, loss=2.090, pair=6.016, adv=2.090, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.78it/s, loss=2.090, pair=6.016, adv=2.090, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:02,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:02,  6.18it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:06,  5.81it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:06,  5.81it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.006]
Ep 024/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.19it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.006]
Ep 024/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.19it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:04,  5.98it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:04,  5.98it/s, loss=0.275, pair=0.012, adv=2.043, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:00,  6.31it/s, loss=0.275, pair=0.012, adv=2.043, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:00,  6.31it/s, loss=1.471, pair=3.980, adv=2.117, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:04,  5.92it/s, loss=1.471, pair=3.980, adv=2.117, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:04,  5.92it/s, loss=0.472, pair=0.638, adv=2.156, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:00,  6.25it/s, loss=0.472, pair=0.638, adv=2.156, sprd=0.003]
Ep 024/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:00,  6.25it/s, loss=0.339, pair=0.200, adv=2.143, sprd=0.002]
Ep 024/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:03,  5.99it/s, loss=0.339, pair=0.200, adv=2.143, sprd=0.002]
Ep 024/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:03,  5.99it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<00:59,  6.33it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<00:59,  6.33it/s, loss=2.486, pair=7.324, adv=2.248, sprd=0.003]
Ep 024/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:03,  5.92it/s, loss=2.486, pair=7.324, adv=2.248, sprd=0.003]
Ep 024/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:03,  5.92it/s, loss=0.734, pair=1.497, adv=2.133, sprd=0.004]
Ep 024/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.26it/s, loss=0.734, pair=1.497, adv=2.133, sprd=0.004]
Ep 024/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.26it/s, loss=0.924, pair=1.371, adv=2.294, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:03,  5.87it/s, loss=0.924, pair=1.371, adv=2.294, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▍  | 69/444 [00:11<01:03,  5.87it/s, loss=6.488, pair=20.719, adv=2.074, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▍  | 70/444 [00:11<00:59,  6.24it/s, loss=6.488, pair=20.719, adv=2.074, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<00:59,  6.24it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.90it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.90it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:59,  6.28it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  16%|▍  | 72/444 [00:12<00:59,  6.28it/s, loss=3.442, pair=10.547, adv=2.139, sprd=0.002]
Ep 024/60 [S2:+mat]:  16%|▍  | 73/444 [00:12<01:02,  5.95it/s, loss=3.442, pair=10.547, adv=2.139, sprd=0.002]
Ep 024/60 [S2:+mat]:  16%|▍  | 73/444 [00:12<01:02,  5.95it/s, loss=4.538, pair=14.234, adv=1.983, sprd=0.002]
Ep 024/60 [S2:+mat]:  17%|▌  | 74/444 [00:12<00:58,  6.30it/s, loss=4.538, pair=14.234, adv=1.983, sprd=0.002]
Ep 024/60 [S2:+mat]:  17%|▌  | 74/444 [00:12<00:58,  6.30it/s, loss=3.744, pair=10.477, adv=2.146, sprd=0.003]
Ep 024/60 [S2:+mat]:  17%|▌  | 75/444 [00:12<01:02,  5.89it/s, loss=3.744, pair=10.477, adv=2.146, sprd=0.003]
Ep 024/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:02,  5.89it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<00:58,  6.27it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  17%|▌  | 76/444 [00:13<00:58,  6.27it/s, loss=4.216, pair=13.039, adv=2.385, sprd=0.003]
Ep 024/60 [S2:+mat]:  17%|▌  | 77/444 [00:13<01:02,  5.86it/s, loss=4.216, pair=13.039, adv=2.385, sprd=0.003]
Ep 024/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:02,  5.86it/s, loss=0.282, pair=0.012, adv=2.160, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:58,  6.21it/s, loss=0.282, pair=0.012, adv=2.160, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:58,  6.21it/s, loss=0.736, pair=1.505, adv=2.211, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:02,  5.84it/s, loss=0.736, pair=1.505, adv=2.211, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:02,  5.84it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:58,  6.23it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:58,  6.23it/s, loss=2.389, pair=6.965, adv=2.317, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:02,  5.80it/s, loss=2.389, pair=6.965, adv=2.317, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:02,  5.80it/s, loss=0.638, pair=1.021, adv=2.709, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.17it/s, loss=0.638, pair=1.021, adv=2.709, sprd=0.003]
Ep 024/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.17it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  19%|▋   | 83/444 [00:13<01:01,  5.85it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:01,  5.85it/s, loss=1.226, pair=3.105, adv=2.234, sprd=0.003]
Ep 024/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.23it/s, loss=1.226, pair=3.105, adv=2.234, sprd=0.003]
Ep 024/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.23it/s, loss=0.491, pair=0.638, adv=2.261, sprd=0.004]
Ep 024/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:03,  5.61it/s, loss=0.491, pair=0.638, adv=2.261, sprd=0.004]
Ep 024/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:03,  5.61it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:59,  6.02it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:59,  6.02it/s, loss=1.901, pair=5.148, adv=2.193, sprd=0.002]
Ep 024/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.78it/s, loss=1.901, pair=5.148, adv=2.193, sprd=0.002]
Ep 024/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.78it/s, loss=0.485, pair=0.638, adv=2.284, sprd=0.002]
Ep 024/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:57,  6.17it/s, loss=0.485, pair=0.638, adv=2.284, sprd=0.002]
Ep 024/60 [S2:+mat]:  20%|▌  | 88/444 [00:15<00:57,  6.17it/s, loss=5.094, pair=15.734, adv=2.165, sprd=0.003]
Ep 024/60 [S2:+mat]:  20%|▌  | 89/444 [00:15<01:01,  5.75it/s, loss=5.094, pair=15.734, adv=2.165, sprd=0.003]
Ep 024/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:01,  5.75it/s, loss=2.951, pair=8.891, adv=2.126, sprd=0.002]
Ep 024/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.12it/s, loss=2.951, pair=8.891, adv=2.126, sprd=0.002]
Ep 024/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.12it/s, loss=0.361, pair=0.299, adv=1.900, sprd=0.003]
Ep 024/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<01:01,  5.73it/s, loss=0.361, pair=0.299, adv=1.900, sprd=0.003]
Ep 024/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<01:01,  5.73it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:57,  6.12it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:57,  6.12it/s, loss=0.878, pair=1.825, adv=1.930, sprd=0.002]
Ep 024/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<01:01,  5.71it/s, loss=0.878, pair=1.825, adv=1.930, sprd=0.002]
Ep 024/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<01:01,  5.71it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:57,  6.07it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  21%|▋  | 94/444 [00:16<00:57,  6.07it/s, loss=7.519, pair=24.109, adv=2.177, sprd=0.002]
Ep 024/60 [S2:+mat]:  21%|▋  | 95/444 [00:16<01:00,  5.78it/s, loss=7.519, pair=24.109, adv=2.177, sprd=0.002]
Ep 024/60 [S2:+mat]:  21%|▋  | 95/444 [00:16<01:00,  5.78it/s, loss=3.767, pair=11.531, adv=2.314, sprd=0.003]
Ep 024/60 [S2:+mat]:  22%|▋  | 96/444 [00:16<00:56,  6.15it/s, loss=3.767, pair=11.531, adv=2.314, sprd=0.003]
Ep 024/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:56,  6.15it/s, loss=2.482, pair=7.355, adv=2.078, sprd=0.002]
Ep 024/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:59,  5.85it/s, loss=2.482, pair=7.355, adv=2.078, sprd=0.002]
Ep 024/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:59,  5.85it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:55,  6.24it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:55,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:58,  5.92it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:58,  5.92it/s, loss=0.459, pair=0.575, adv=2.140, sprd=0.005]
Ep 024/60 [S2:+mat]:  23%|▋  | 100/444 [00:16<00:54,  6.27it/s, loss=0.459, pair=0.575, adv=2.140, sprd=0.005]
Ep 024/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:54,  6.27it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.83it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  23%|▍ | 101/444 [00:17<00:58,  5.83it/s, loss=4.001, pair=12.359, adv=2.256, sprd=0.004]
Ep 024/60 [S2:+mat]:  23%|▍ | 102/444 [00:17<00:54,  6.22it/s, loss=4.001, pair=12.359, adv=2.256, sprd=0.004]
Ep 024/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:54,  6.22it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:58,  5.87it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:58,  5.87it/s, loss=0.325, pair=0.216, adv=1.945, sprd=0.003]
Ep 024/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:54,  6.25it/s, loss=0.325, pair=0.216, adv=1.945, sprd=0.003]
Ep 024/60 [S2:+mat]:  23%|▍ | 104/444 [00:17<00:54,  6.25it/s, loss=6.533, pair=20.812, adv=2.147, sprd=0.004]
Ep 024/60 [S2:+mat]:  24%|▍ | 105/444 [00:17<00:57,  5.86it/s, loss=6.533, pair=20.812, adv=2.147, sprd=0.004]
Ep 024/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:57,  5.86it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  24%|▋  | 106/444 [00:17<00:54,  6.23it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  24%|▏| 106/444 [00:18<00:54,  6.23it/s, loss=11.270, pair=36.625, adv=2.153, sprd=0.004]
Ep 024/60 [S2:+mat]:  24%|▏| 107/444 [00:18<00:57,  5.86it/s, loss=11.270, pair=36.625, adv=2.153, sprd=0.004]
Ep 024/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.86it/s, loss=0.318, pair=0.122, adv=2.153, sprd=0.003]
Ep 024/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.24it/s, loss=0.318, pair=0.122, adv=2.153, sprd=0.003]
Ep 024/60 [S2:+mat]:  24%|▍ | 108/444 [00:18<00:53,  6.24it/s, loss=6.286, pair=20.016, adv=2.101, sprd=0.005]
Ep 024/60 [S2:+mat]:  25%|▍ | 109/444 [00:18<00:57,  5.80it/s, loss=6.286, pair=20.016, adv=2.101, sprd=0.005]
Ep 024/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:57,  5.80it/s, loss=2.352, pair=6.840, adv=2.370, sprd=0.004]
Ep 024/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.19it/s, loss=2.352, pair=6.840, adv=2.370, sprd=0.004]
Ep 024/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.19it/s, loss=2.752, pair=8.211, adv=2.208, sprd=0.004]
Ep 024/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.83it/s, loss=2.752, pair=8.211, adv=2.208, sprd=0.004]
Ep 024/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.23it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:53,  6.23it/s, loss=0.364, pair=0.262, adv=2.197, sprd=0.003]
Ep 024/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:55,  5.93it/s, loss=0.364, pair=0.262, adv=2.197, sprd=0.003]
Ep 024/60 [S2:+mat]:  25%|▌ | 113/444 [00:19<00:55,  5.93it/s, loss=3.777, pair=11.695, adv=1.958, sprd=0.003]
Ep 024/60 [S2:+mat]:  26%|▌ | 114/444 [00:19<00:52,  6.29it/s, loss=3.777, pair=11.695, adv=1.958, sprd=0.003]
Ep 024/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.29it/s, loss=0.904, pair=2.059, adv=2.237, sprd=0.003]
Ep 024/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:56,  5.83it/s, loss=0.904, pair=2.059, adv=2.237, sprd=0.003]
Ep 024/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:56,  5.83it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.22it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.22it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:55,  5.91it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:55,  5.91it/s, loss=2.520, pair=7.418, adv=2.323, sprd=0.002]
Ep 024/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:52,  6.25it/s, loss=2.520, pair=7.418, adv=2.323, sprd=0.002]
Ep 024/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:52,  6.25it/s, loss=2.713, pair=8.141, adv=2.055, sprd=0.003]
Ep 024/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:57,  5.61it/s, loss=2.713, pair=8.141, adv=2.055, sprd=0.003]
Ep 024/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:57,  5.61it/s, loss=1.526, pair=4.207, adv=2.009, sprd=0.002]
Ep 024/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:53,  6.02it/s, loss=1.526, pair=4.207, adv=2.009, sprd=0.002]
Ep 024/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:53,  6.02it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:57,  5.61it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  27%|▌ | 121/444 [00:20<00:57,  5.61it/s, loss=3.498, pair=10.703, adv=2.194, sprd=0.003]
Ep 024/60 [S2:+mat]:  27%|▌ | 122/444 [00:20<00:53,  6.01it/s, loss=3.498, pair=10.703, adv=2.194, sprd=0.003]
Ep 024/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:53,  6.01it/s, loss=0.285, pair=0.000, adv=2.078, sprd=0.002]
Ep 024/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:57,  5.63it/s, loss=0.285, pair=0.000, adv=2.078, sprd=0.002]
Ep 024/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:57,  5.63it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:53,  6.03it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:53,  6.03it/s, loss=0.314, pair=0.092, adv=2.138, sprd=0.003]
Ep 024/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:58,  5.44it/s, loss=0.314, pair=0.092, adv=2.138, sprd=0.003]
Ep 024/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:58,  5.44it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:53,  5.91it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:53,  5.91it/s, loss=0.589, pair=0.388, adv=2.328, sprd=0.002]
Ep 024/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:56,  5.62it/s, loss=0.589, pair=0.388, adv=2.328, sprd=0.002]
Ep 024/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:56,  5.62it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:52,  6.03it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:52,  6.03it/s, loss=0.283, pair=0.012, adv=2.135, sprd=0.003]
Ep 024/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:56,  5.55it/s, loss=0.283, pair=0.012, adv=2.135, sprd=0.003]
Ep 024/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:56,  5.55it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:52,  5.99it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:52,  5.99it/s, loss=1.744, pair=4.762, adv=2.115, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:55,  5.65it/s, loss=1.744, pair=4.762, adv=2.115, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:55,  5.65it/s, loss=0.662, pair=1.325, adv=2.037, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:51,  6.04it/s, loss=0.662, pair=1.325, adv=2.037, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:51,  6.04it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:55,  5.62it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:55,  5.62it/s, loss=0.328, pair=0.147, adv=2.240, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:51,  6.01it/s, loss=0.328, pair=0.147, adv=2.240, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▌ | 134/444 [00:22<00:51,  6.01it/s, loss=3.875, pair=11.992, adv=2.131, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▌ | 135/444 [00:22<00:53,  5.82it/s, loss=3.875, pair=11.992, adv=2.131, sprd=0.002]
Ep 024/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:53,  5.82it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:49,  6.19it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  31%|▉  | 136/444 [00:23<00:49,  6.19it/s, loss=1.110, pair=2.699, adv=2.228, sprd=0.002]
Ep 024/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:52,  5.81it/s, loss=1.110, pair=2.699, adv=2.228, sprd=0.002]
Ep 024/60 [S2:+mat]:  31%|▌ | 137/444 [00:23<00:52,  5.81it/s, loss=8.411, pair=27.125, adv=2.105, sprd=0.002]
Ep 024/60 [S2:+mat]:  31%|▌ | 138/444 [00:23<00:49,  6.18it/s, loss=8.411, pair=27.125, adv=2.105, sprd=0.002]
Ep 024/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.18it/s, loss=1.681, pair=4.605, adv=2.344, sprd=0.002]
Ep 024/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.77it/s, loss=1.681, pair=4.605, adv=2.344, sprd=0.002]
Ep 024/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.77it/s, loss=1.160, pair=2.912, adv=2.226, sprd=0.002]
Ep 024/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.16it/s, loss=1.160, pair=2.912, adv=2.226, sprd=0.002]
Ep 024/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.16it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:53,  5.71it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:53,  5.71it/s, loss=1.200, pair=3.074, adv=2.165, sprd=0.003]
Ep 024/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.11it/s, loss=1.200, pair=3.074, adv=2.165, sprd=0.003]
Ep 024/60 [S2:+mat]:  32%|▋ | 142/444 [00:24<00:49,  6.11it/s, loss=9.911, pair=32.062, adv=2.243, sprd=0.003]
Ep 024/60 [S2:+mat]:  32%|▋ | 143/444 [00:24<00:54,  5.48it/s, loss=9.911, pair=32.062, adv=2.243, sprd=0.003]
Ep 024/60 [S2:+mat]:  32%|▋ | 143/444 [00:24<00:54,  5.48it/s, loss=5.940, pair=18.828, adv=2.314, sprd=0.002]
Ep 024/60 [S2:+mat]:  32%|▋ | 144/444 [00:24<00:50,  5.92it/s, loss=5.940, pair=18.828, adv=2.314, sprd=0.002]
Ep 024/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:50,  5.92it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:52,  5.68it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:52,  5.68it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.10it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.10it/s, loss=0.294, pair=0.000, adv=2.256, sprd=0.003]
Ep 024/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:51,  5.78it/s, loss=0.294, pair=0.000, adv=2.256, sprd=0.003]
Ep 024/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:51,  5.78it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  33%|█  | 148/444 [00:24<00:47,  6.17it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:47,  6.17it/s, loss=0.607, pair=0.856, adv=2.169, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:50,  5.82it/s, loss=0.607, pair=0.856, adv=2.169, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:50,  5.82it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.21it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.21it/s, loss=2.461, pair=7.324, adv=2.015, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.77it/s, loss=2.461, pair=7.324, adv=2.015, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|▋ | 151/444 [00:25<00:50,  5.77it/s, loss=9.470, pair=30.625, adv=2.205, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|▋ | 152/444 [00:25<00:47,  6.16it/s, loss=9.470, pair=30.625, adv=2.205, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:47,  6.16it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.80it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.80it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:46,  6.21it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:46,  6.21it/s, loss=2.688, pair=8.055, adv=2.098, sprd=0.002]
Ep 024/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:48,  5.95it/s, loss=2.688, pair=8.055, adv=2.098, sprd=0.002]
Ep 024/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:48,  5.95it/s, loss=0.455, pair=0.632, adv=1.902, sprd=0.003]
Ep 024/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:45,  6.31it/s, loss=0.455, pair=0.632, adv=1.902, sprd=0.003]
Ep 024/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:45,  6.31it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:48,  5.91it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:48,  5.91it/s, loss=3.026, pair=9.117, adv=2.279, sprd=0.002]
Ep 024/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.25it/s, loss=3.026, pair=9.117, adv=2.279, sprd=0.002]
Ep 024/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.25it/s, loss=0.373, pair=0.231, adv=2.314, sprd=0.003]
Ep 024/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.89it/s, loss=0.373, pair=0.231, adv=2.314, sprd=0.003]
Ep 024/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.89it/s, loss=0.734, pair=1.450, adv=2.379, sprd=0.003]
Ep 024/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.26it/s, loss=0.734, pair=1.450, adv=2.379, sprd=0.003]
Ep 024/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:45,  6.26it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:47,  5.96it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  36%|▋ | 161/444 [00:27<00:47,  5.96it/s, loss=5.071, pair=15.891, adv=2.178, sprd=0.002]
Ep 024/60 [S2:+mat]:  36%|▋ | 162/444 [00:27<00:44,  6.31it/s, loss=5.071, pair=15.891, adv=2.178, sprd=0.002]
Ep 024/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:44,  6.31it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:47,  5.97it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:47,  5.97it/s, loss=0.296, pair=0.075, adv=2.127, sprd=0.002]
Ep 024/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:44,  6.32it/s, loss=0.296, pair=0.075, adv=2.127, sprd=0.002]
Ep 024/60 [S2:+mat]:  37%|▋ | 164/444 [00:27<00:44,  6.32it/s, loss=4.248, pair=13.234, adv=2.119, sprd=0.002]
Ep 024/60 [S2:+mat]:  37%|▋ | 165/444 [00:27<00:47,  5.93it/s, loss=4.248, pair=13.234, adv=2.119, sprd=0.002]
Ep 024/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:47,  5.93it/s, loss=0.765, pair=1.638, adv=2.054, sprd=0.002]
Ep 024/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:44,  6.28it/s, loss=0.765, pair=1.638, adv=2.054, sprd=0.002]
Ep 024/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:44,  6.28it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:46,  5.91it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:46,  5.91it/s, loss=3.096, pair=9.320, adv=2.284, sprd=0.003]
Ep 024/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:43,  6.29it/s, loss=3.096, pair=9.320, adv=2.284, sprd=0.003]
Ep 024/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:43,  6.29it/s, loss=0.410, pair=0.403, adv=2.274, sprd=0.002]
Ep 024/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:46,  5.92it/s, loss=0.410, pair=0.403, adv=2.274, sprd=0.002]
Ep 024/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:46,  5.92it/s, loss=0.289, pair=0.012, adv=2.220, sprd=0.002]
Ep 024/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:43,  6.29it/s, loss=0.289, pair=0.012, adv=2.220, sprd=0.002]
Ep 024/60 [S2:+mat]:  38%|▊ | 170/444 [00:28<00:43,  6.29it/s, loss=4.003, pair=12.391, adv=2.047, sprd=0.002]
Ep 024/60 [S2:+mat]:  39%|▊ | 171/444 [00:28<00:46,  5.88it/s, loss=4.003, pair=12.391, adv=2.047, sprd=0.002]
Ep 024/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.88it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:43,  6.27it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  39%|▊ | 172/444 [00:29<00:43,  6.27it/s, loss=3.846, pair=11.711, adv=2.364, sprd=0.003]
Ep 024/60 [S2:+mat]:  39%|▊ | 173/444 [00:29<00:46,  5.87it/s, loss=3.846, pair=11.711, adv=2.364, sprd=0.003]
Ep 024/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:46,  5.87it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.26it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.26it/s, loss=1.141, pair=2.852, adv=2.154, sprd=0.002]
Ep 024/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.85it/s, loss=1.141, pair=2.852, adv=2.154, sprd=0.002]
Ep 024/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.85it/s, loss=2.897, pair=8.750, adv=2.108, sprd=0.002]
Ep 024/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.20it/s, loss=2.897, pair=8.750, adv=2.108, sprd=0.002]
Ep 024/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.20it/s, loss=2.017, pair=5.512, adv=2.276, sprd=0.003]
Ep 024/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:46,  5.80it/s, loss=2.017, pair=5.512, adv=2.276, sprd=0.003]
Ep 024/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:46,  5.80it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:42,  6.19it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  40%|▊ | 178/444 [00:30<00:42,  6.19it/s, loss=3.801, pair=11.602, adv=2.184, sprd=0.002]
Ep 024/60 [S2:+mat]:  40%|▊ | 179/444 [00:30<00:44,  5.92it/s, loss=3.801, pair=11.602, adv=2.184, sprd=0.002]
Ep 024/60 [S2:+mat]:  40%|▊ | 179/444 [00:30<00:44,  5.92it/s, loss=5.448, pair=17.172, adv=2.300, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|▊ | 180/444 [00:30<00:42,  6.28it/s, loss=5.448, pair=17.172, adv=2.300, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.28it/s, loss=1.972, pair=5.578, adv=2.233, sprd=0.003]
Ep 024/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:45,  5.82it/s, loss=1.972, pair=5.578, adv=2.233, sprd=0.003]
Ep 024/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:45,  5.82it/s, loss=2.959, pair=8.953, adv=2.074, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:42,  6.18it/s, loss=2.959, pair=8.953, adv=2.074, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:42,  6.18it/s, loss=0.437, pair=0.387, adv=2.456, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:44,  5.88it/s, loss=0.437, pair=0.387, adv=2.456, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:44,  5.88it/s, loss=1.962, pair=5.594, adv=2.158, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:41,  6.23it/s, loss=1.962, pair=5.594, adv=2.158, sprd=0.002]
Ep 024/60 [S2:+mat]:  41%|▊ | 184/444 [00:31<00:41,  6.23it/s, loss=5.571, pair=17.438, adv=2.296, sprd=0.002]
Ep 024/60 [S2:+mat]:  42%|▊ | 185/444 [00:31<00:43,  5.92it/s, loss=5.571, pair=17.438, adv=2.296, sprd=0.002]
Ep 024/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:43,  5.92it/s, loss=0.352, pair=0.075, adv=2.383, sprd=0.003]
Ep 024/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.29it/s, loss=0.352, pair=0.075, adv=2.383, sprd=0.003]
Ep 024/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.29it/s, loss=0.333, pair=0.153, adv=2.242, sprd=0.003]
Ep 024/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:43,  5.92it/s, loss=0.333, pair=0.153, adv=2.242, sprd=0.003]
Ep 024/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:43,  5.92it/s, loss=2.233, pair=6.480, adv=2.206, sprd=0.004]
Ep 024/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:40,  6.26it/s, loss=2.233, pair=6.480, adv=2.206, sprd=0.004]
Ep 024/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:40,  6.26it/s, loss=1.387, pair=3.637, adv=2.275, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:43,  5.82it/s, loss=1.387, pair=3.637, adv=2.275, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:43,  5.82it/s, loss=0.303, pair=0.075, adv=2.143, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:40,  6.21it/s, loss=0.303, pair=0.075, adv=2.143, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|▊ | 190/444 [00:32<00:40,  6.21it/s, loss=3.392, pair=10.266, adv=2.191, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|▊ | 191/444 [00:32<00:43,  5.85it/s, loss=3.392, pair=10.266, adv=2.191, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:43,  5.85it/s, loss=3.260, pair=9.891, adv=2.263, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.21it/s, loss=3.260, pair=9.891, adv=2.263, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.21it/s, loss=1.042, pair=2.316, adv=2.112, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:42,  5.91it/s, loss=1.042, pair=2.316, adv=2.112, sprd=0.002]
Ep 024/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:42,  5.91it/s, loss=0.317, pair=0.000, adv=2.408, sprd=0.003]
Ep 024/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:39,  6.28it/s, loss=0.317, pair=0.000, adv=2.408, sprd=0.003]
Ep 024/60 [S2:+mat]:  44%|▊ | 194/444 [00:32<00:39,  6.28it/s, loss=3.898, pair=12.078, adv=2.121, sprd=0.002]
Ep 024/60 [S2:+mat]:  44%|▉ | 195/444 [00:32<00:42,  5.86it/s, loss=3.898, pair=12.078, adv=2.121, sprd=0.002]
Ep 024/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:42,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:39,  6.23it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:39,  6.23it/s, loss=0.728, pair=1.521, adv=2.026, sprd=0.002]
Ep 024/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.83it/s, loss=0.728, pair=1.521, adv=2.026, sprd=0.002]
Ep 024/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.83it/s, loss=0.675, pair=1.310, adv=2.057, sprd=0.003]
Ep 024/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.22it/s, loss=0.675, pair=1.310, adv=2.057, sprd=0.003]
Ep 024/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.22it/s, loss=0.432, pair=0.419, adv=2.288, sprd=0.002]
Ep 024/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:41,  5.88it/s, loss=0.432, pair=0.419, adv=2.288, sprd=0.002]
Ep 024/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:41,  5.88it/s, loss=0.340, pair=0.200, adv=2.186, sprd=0.003]
Ep 024/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.25it/s, loss=0.340, pair=0.200, adv=2.186, sprd=0.003]
Ep 024/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.25it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:42,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:42,  5.78it/s, loss=0.751, pair=1.543, adv=2.212, sprd=0.002]
Ep 024/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:39,  6.18it/s, loss=0.751, pair=1.543, adv=2.212, sprd=0.002]
Ep 024/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.18it/s, loss=2.285, pair=6.699, adv=2.123, sprd=0.002]
Ep 024/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:41,  5.87it/s, loss=2.285, pair=6.699, adv=2.123, sprd=0.002]
Ep 024/60 [S2:+mat]:  46%|▉ | 203/444 [00:34<00:41,  5.87it/s, loss=3.739, pair=11.547, adv=2.093, sprd=0.002]
Ep 024/60 [S2:+mat]:  46%|▉ | 204/444 [00:34<00:38,  6.24it/s, loss=3.739, pair=11.547, adv=2.093, sprd=0.002]
Ep 024/60 [S2:+mat]:  46%|▉ | 204/444 [00:34<00:38,  6.24it/s, loss=7.814, pair=25.094, adv=2.172, sprd=0.004]
Ep 024/60 [S2:+mat]:  46%|▉ | 205/444 [00:34<00:41,  5.70it/s, loss=7.814, pair=25.094, adv=2.172, sprd=0.004]
Ep 024/60 [S2:+mat]:  46%|▉ | 205/444 [00:34<00:41,  5.70it/s, loss=4.385, pair=13.594, adv=2.363, sprd=0.002]
Ep 024/60 [S2:+mat]:  46%|▉ | 206/444 [00:34<00:39,  6.09it/s, loss=4.385, pair=13.594, adv=2.363, sprd=0.002]
Ep 024/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:39,  6.09it/s, loss=0.475, pair=0.630, adv=2.158, sprd=0.002]
Ep 024/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.80it/s, loss=0.475, pair=0.630, adv=2.158, sprd=0.002]
Ep 024/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.80it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  47%|█▍ | 208/444 [00:34<00:38,  6.20it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:38,  6.20it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:39,  5.99it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:39,  5.99it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:36,  6.34it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:36,  6.34it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.93it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.93it/s, loss=0.583, pair=0.981, adv=2.190, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:36,  6.29it/s, loss=0.583, pair=0.981, adv=2.190, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:36,  6.29it/s, loss=2.921, pair=8.789, adv=2.180, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:39,  5.88it/s, loss=2.921, pair=8.789, adv=2.180, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:39,  5.88it/s, loss=0.464, pair=0.643, adv=2.049, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 214/444 [00:35<00:36,  6.23it/s, loss=0.464, pair=0.643, adv=2.049, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:36,  6.23it/s, loss=0.522, pair=0.700, adv=2.402, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.87it/s, loss=0.522, pair=0.700, adv=2.402, sprd=0.002]
Ep 024/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.87it/s, loss=2.794, pair=6.699, adv=2.040, sprd=0.002]
Ep 024/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.23it/s, loss=2.794, pair=6.699, adv=2.040, sprd=0.002]
Ep 024/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.23it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:39,  5.73it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:39,  5.73it/s, loss=1.654, pair=4.543, adv=2.226, sprd=0.003]
Ep 024/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.14it/s, loss=1.654, pair=4.543, adv=2.226, sprd=0.003]
Ep 024/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.14it/s, loss=0.624, pair=1.098, adv=2.091, sprd=0.003]
Ep 024/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:38,  5.89it/s, loss=0.624, pair=1.098, adv=2.091, sprd=0.003]
Ep 024/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:38,  5.89it/s, loss=0.489, pair=0.727, adv=2.090, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█▍ | 220/444 [00:36<00:35,  6.26it/s, loss=0.489, pair=0.727, adv=2.090, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:35,  6.26it/s, loss=0.325, pair=0.044, adv=2.271, sprd=0.002]
Ep 024/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:37,  6.01it/s, loss=0.325, pair=0.044, adv=2.271, sprd=0.002]
Ep 024/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:37,  6.01it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:34,  6.37it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█ | 222/444 [00:37<00:34,  6.37it/s, loss=4.238, pair=13.141, adv=2.250, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█ | 223/444 [00:37<00:37,  5.92it/s, loss=4.238, pair=13.141, adv=2.250, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:37,  5.92it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:34,  6.30it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:34,  6.30it/s, loss=0.762, pair=1.277, adv=2.312, sprd=0.003]
Ep 024/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:36,  6.06it/s, loss=0.762, pair=1.277, adv=2.312, sprd=0.003]
Ep 024/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:36,  6.06it/s, loss=2.875, pair=8.609, adv=2.200, sprd=0.002]
Ep 024/60 [S2:+mat]:  51%|█▌ | 226/444 [00:37<00:34,  6.38it/s, loss=2.875, pair=8.609, adv=2.200, sprd=0.002]
Ep 024/60 [S2:+mat]:  51%|█▌ | 226/444 [00:37<00:34,  6.38it/s, loss=0.281, pair=0.000, adv=2.167, sprd=0.002]
Ep 024/60 [S2:+mat]:  51%|█▌ | 227/444 [00:37<00:35,  6.10it/s, loss=0.281, pair=0.000, adv=2.167, sprd=0.002]
Ep 024/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:35,  6.10it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:33,  6.44it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:33,  6.44it/s, loss=1.516, pair=4.074, adv=2.268, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:35,  5.98it/s, loss=1.516, pair=4.074, adv=2.268, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█ | 229/444 [00:38<00:35,  5.98it/s, loss=3.802, pair=11.734, adv=2.231, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█ | 230/444 [00:38<00:33,  6.33it/s, loss=3.802, pair=11.734, adv=2.231, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:33,  6.33it/s, loss=0.527, pair=0.810, adv=2.178, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:36,  5.81it/s, loss=0.527, pair=0.810, adv=2.178, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:36,  5.81it/s, loss=2.001, pair=5.707, adv=2.269, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█▌ | 232/444 [00:38<00:34,  6.18it/s, loss=2.001, pair=5.707, adv=2.269, sprd=0.003]
Ep 024/60 [S2:+mat]:  52%|█▌ | 232/444 [00:38<00:34,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  52%|█▌ | 233/444 [00:38<00:35,  5.90it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:35,  5.90it/s, loss=0.327, pair=0.184, adv=2.075, sprd=0.002]
Ep 024/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.27it/s, loss=0.327, pair=0.184, adv=2.075, sprd=0.002]
Ep 024/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.27it/s, loss=0.457, pair=0.544, adv=2.222, sprd=0.003]
Ep 024/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:34,  6.08it/s, loss=0.457, pair=0.544, adv=2.222, sprd=0.003]
Ep 024/60 [S2:+mat]:  53%|█ | 235/444 [00:39<00:34,  6.08it/s, loss=5.591, pair=17.672, adv=2.219, sprd=0.003]
Ep 024/60 [S2:+mat]:  53%|█ | 236/444 [00:39<00:32,  6.41it/s, loss=5.591, pair=17.672, adv=2.219, sprd=0.003]
Ep 024/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:32,  6.41it/s, loss=2.175, pair=6.230, adv=2.345, sprd=0.003]
Ep 024/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:34,  5.96it/s, loss=2.175, pair=6.230, adv=2.345, sprd=0.003]
Ep 024/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:34,  5.96it/s, loss=0.455, pair=0.505, adv=2.263, sprd=0.005]
Ep 024/60 [S2:+mat]:  54%|█▌ | 238/444 [00:39<00:32,  6.32it/s, loss=0.455, pair=0.505, adv=2.263, sprd=0.005]
Ep 024/60 [S2:+mat]:  54%|█▌ | 238/444 [00:39<00:32,  6.32it/s, loss=0.814, pair=1.146, adv=2.044, sprd=0.003]
Ep 024/60 [S2:+mat]:  54%|█▌ | 239/444 [00:39<00:34,  5.87it/s, loss=0.814, pair=1.146, adv=2.044, sprd=0.003]
Ep 024/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:34,  5.87it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.24it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.24it/s, loss=0.420, pair=0.153, adv=2.109, sprd=0.003]
Ep 024/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.92it/s, loss=0.420, pair=0.153, adv=2.109, sprd=0.003]
Ep 024/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.92it/s, loss=1.168, pair=2.934, adv=2.228, sprd=0.002]
Ep 024/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.27it/s, loss=1.168, pair=2.934, adv=2.228, sprd=0.002]
Ep 024/60 [S2:+mat]:  55%|█ | 242/444 [00:40<00:32,  6.27it/s, loss=7.415, pair=23.500, adv=2.267, sprd=0.003]
Ep 024/60 [S2:+mat]:  55%|█ | 243/444 [00:40<00:34,  5.88it/s, loss=7.415, pair=23.500, adv=2.267, sprd=0.003]
Ep 024/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.88it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:31,  6.27it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:31,  6.27it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  55%|█▋ | 245/444 [00:40<00:34,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:34,  5.80it/s, loss=1.380, pair=3.621, adv=2.259, sprd=0.003]
Ep 024/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.20it/s, loss=1.380, pair=3.621, adv=2.259, sprd=0.003]
Ep 024/60 [S2:+mat]:  55%|█ | 246/444 [00:41<00:31,  6.20it/s, loss=5.989, pair=18.953, adv=2.357, sprd=0.003]
Ep 024/60 [S2:+mat]:  56%|█ | 247/444 [00:41<00:34,  5.79it/s, loss=5.989, pair=18.953, adv=2.357, sprd=0.003]
Ep 024/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:34,  5.79it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:31,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  56%|█ | 248/444 [00:41<00:31,  6.18it/s, loss=3.760, pair=11.477, adv=2.247, sprd=0.002]
Ep 024/60 [S2:+mat]:  56%|█ | 249/444 [00:41<00:33,  5.81it/s, loss=3.760, pair=11.477, adv=2.247, sprd=0.002]
Ep 024/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:33,  5.81it/s, loss=0.611, pair=1.021, adv=2.326, sprd=0.003]
Ep 024/60 [S2:+mat]:  56%|█▋ | 250/444 [00:41<00:31,  6.20it/s, loss=0.611, pair=1.021, adv=2.326, sprd=0.003]
Ep 024/60 [S2:+mat]:  56%|█▏| 250/444 [00:41<00:31,  6.20it/s, loss=3.982, pair=12.117, adv=2.717, sprd=0.003]
Ep 024/60 [S2:+mat]:  57%|█▏| 251/444 [00:41<00:32,  5.98it/s, loss=3.982, pair=12.117, adv=2.717, sprd=0.003]
Ep 024/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:32,  5.98it/s, loss=3.284, pair=10.047, adv=1.997, sprd=0.003]
Ep 024/60 [S2:+mat]:  57%|█▏| 252/444 [00:42<00:30,  6.33it/s, loss=3.284, pair=10.047, adv=1.997, sprd=0.003]
Ep 024/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:30,  6.33it/s, loss=1.753, pair=4.887, adv=2.254, sprd=0.003]
Ep 024/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:32,  5.87it/s, loss=1.753, pair=4.887, adv=2.254, sprd=0.003]
Ep 024/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:32,  5.87it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.26it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.26it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:32,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  57%|█▏| 255/444 [00:42<00:32,  5.86it/s, loss=8.031, pair=25.859, adv=2.154, sprd=0.002]
Ep 024/60 [S2:+mat]:  58%|█▏| 256/444 [00:42<00:30,  6.24it/s, loss=8.031, pair=25.859, adv=2.154, sprd=0.002]
Ep 024/60 [S2:+mat]:  58%|█▋ | 256/444 [00:42<00:30,  6.24it/s, loss=1.363, pair=3.637, adv=2.061, sprd=0.003]
Ep 024/60 [S2:+mat]:  58%|█▋ | 257/444 [00:42<00:32,  5.74it/s, loss=1.363, pair=3.637, adv=2.061, sprd=0.003]
Ep 024/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.74it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.87it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.87it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.25it/s, loss=0.371, pair=0.044, adv=2.171, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:30,  5.96it/s, loss=0.371, pair=0.044, adv=2.171, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:30,  5.96it/s, loss=0.604, pair=1.091, adv=2.152, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▊ | 262/444 [00:43<00:28,  6.32it/s, loss=0.604, pair=1.091, adv=2.152, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▊ | 262/444 [00:43<00:28,  6.32it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▊ | 263/444 [00:43<00:30,  5.97it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:30,  5.97it/s, loss=1.437, pair=3.855, adv=2.152, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:28,  6.32it/s, loss=1.437, pair=3.855, adv=2.152, sprd=0.002]
Ep 024/60 [S2:+mat]:  59%|█▏| 264/444 [00:44<00:28,  6.32it/s, loss=3.730, pair=11.430, adv=2.308, sprd=0.002]
Ep 024/60 [S2:+mat]:  60%|█▏| 265/444 [00:44<00:30,  5.97it/s, loss=3.730, pair=11.430, adv=2.308, sprd=0.002]
Ep 024/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.97it/s, loss=0.360, pair=0.184, adv=2.401, sprd=0.003]
Ep 024/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.33it/s, loss=0.360, pair=0.184, adv=2.401, sprd=0.003]
Ep 024/60 [S2:+mat]:  60%|█▏| 266/444 [00:44<00:28,  6.33it/s, loss=3.556, pair=10.891, adv=2.138, sprd=0.003]
Ep 024/60 [S2:+mat]:  60%|█▏| 267/444 [00:44<00:29,  5.90it/s, loss=3.556, pair=10.891, adv=2.138, sprd=0.003]
Ep 024/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:29,  5.90it/s, loss=0.290, pair=0.044, adv=2.098, sprd=0.002]
Ep 024/60 [S2:+mat]:  60%|█▊ | 268/444 [00:44<00:28,  6.26it/s, loss=0.290, pair=0.044, adv=2.098, sprd=0.002]
Ep 024/60 [S2:+mat]:  60%|█▊ | 268/444 [00:44<00:28,  6.26it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  61%|█▊ | 269/444 [00:44<00:29,  5.90it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  61%|█▏| 269/444 [00:45<00:29,  5.90it/s, loss=4.087, pair=12.672, adv=2.183, sprd=0.003]
Ep 024/60 [S2:+mat]:  61%|█▏| 270/444 [00:45<00:27,  6.28it/s, loss=4.087, pair=12.672, adv=2.183, sprd=0.003]
Ep 024/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.28it/s, loss=1.023, pair=2.434, adv=2.208, sprd=0.004]
Ep 024/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:30,  5.74it/s, loss=1.023, pair=2.434, adv=2.208, sprd=0.004]
Ep 024/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:30,  5.74it/s, loss=1.502, pair=4.039, adv=2.283, sprd=0.003]
Ep 024/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.14it/s, loss=1.502, pair=4.039, adv=2.283, sprd=0.003]
Ep 024/60 [S2:+mat]:  61%|▌| 272/444 [00:45<00:27,  6.14it/s, loss=11.918, pair=38.844, adv=1.951, sprd=0.002]
Ep 024/60 [S2:+mat]:  61%|▌| 273/444 [00:45<00:29,  5.82it/s, loss=11.918, pair=38.844, adv=1.951, sprd=0.002]
Ep 024/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:29,  5.82it/s, loss=1.039, pair=2.434, adv=2.392, sprd=0.004]
Ep 024/60 [S2:+mat]:  62%|█▊ | 274/444 [00:45<00:27,  6.20it/s, loss=1.039, pair=2.434, adv=2.392, sprd=0.004]
Ep 024/60 [S2:+mat]:  62%|█▊ | 274/444 [00:45<00:27,  6.20it/s, loss=2.564, pair=7.617, adv=2.040, sprd=0.003]
Ep 024/60 [S2:+mat]:  62%|█▊ | 275/444 [00:45<00:30,  5.62it/s, loss=2.564, pair=7.617, adv=2.040, sprd=0.003]
Ep 024/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:30,  5.62it/s, loss=3.130, pair=9.422, adv=2.361, sprd=0.003]
Ep 024/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.04it/s, loss=3.130, pair=9.422, adv=2.361, sprd=0.003]
Ep 024/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.04it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:29,  5.69it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:29,  5.69it/s, loss=0.308, pair=0.053, adv=2.150, sprd=0.003]
Ep 024/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:27,  6.11it/s, loss=0.308, pair=0.053, adv=2.150, sprd=0.003]
Ep 024/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:27,  6.11it/s, loss=1.226, pair=3.049, adv=2.284, sprd=0.004]
Ep 024/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:28,  5.79it/s, loss=1.226, pair=3.049, adv=2.284, sprd=0.004]
Ep 024/60 [S2:+mat]:  63%|█▎| 279/444 [00:46<00:28,  5.79it/s, loss=3.428, pair=10.469, adv=2.126, sprd=0.003]
Ep 024/60 [S2:+mat]:  63%|█▎| 280/444 [00:46<00:26,  6.18it/s, loss=3.428, pair=10.469, adv=2.126, sprd=0.003]
Ep 024/60 [S2:+mat]:  63%|█▎| 280/444 [00:46<00:26,  6.18it/s, loss=3.673, pair=11.234, adv=2.290, sprd=0.005]
Ep 024/60 [S2:+mat]:  63%|█▎| 281/444 [00:46<00:28,  5.80it/s, loss=3.673, pair=11.234, adv=2.290, sprd=0.005]
Ep 024/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.20it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.20it/s, loss=2.570, pair=7.625, adv=2.147, sprd=0.003]
Ep 024/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:27,  5.89it/s, loss=2.570, pair=7.625, adv=2.147, sprd=0.003]
Ep 024/60 [S2:+mat]:  64%|█▎| 283/444 [00:47<00:27,  5.89it/s, loss=3.958, pair=12.281, adv=2.110, sprd=0.002]
Ep 024/60 [S2:+mat]:  64%|█▎| 284/444 [00:47<00:25,  6.25it/s, loss=3.958, pair=12.281, adv=2.110, sprd=0.002]
Ep 024/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:25,  6.25it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:26,  5.93it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:26,  5.93it/s, loss=3.188, pair=9.641, adv=2.256, sprd=0.006]
Ep 024/60 [S2:+mat]:  64%|█▉ | 286/444 [00:47<00:25,  6.29it/s, loss=3.188, pair=9.641, adv=2.256, sprd=0.006]
Ep 024/60 [S2:+mat]:  64%|█▉ | 286/444 [00:47<00:25,  6.29it/s, loss=1.117, pair=2.762, adv=2.150, sprd=0.002]
Ep 024/60 [S2:+mat]:  65%|█▉ | 287/444 [00:47<00:27,  5.77it/s, loss=1.117, pair=2.762, adv=2.150, sprd=0.002]
Ep 024/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:27,  5.77it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:25,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:25,  6.18it/s, loss=2.314, pair=6.508, adv=2.287, sprd=0.002]
Ep 024/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:26,  5.75it/s, loss=2.314, pair=6.508, adv=2.287, sprd=0.002]
Ep 024/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:26,  5.75it/s, loss=0.298, pair=0.012, adv=2.257, sprd=0.003]
Ep 024/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  6.14it/s, loss=0.298, pair=0.012, adv=2.257, sprd=0.003]
Ep 024/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  6.14it/s, loss=1.927, pair=5.449, adv=2.216, sprd=0.002]
Ep 024/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:26,  5.80it/s, loss=1.927, pair=5.449, adv=2.216, sprd=0.002]
Ep 024/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:26,  5.80it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  66%|█▉ | 292/444 [00:48<00:24,  6.20it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  66%|█▉ | 292/444 [00:48<00:24,  6.20it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  66%|█▉ | 293/444 [00:48<00:25,  5.84it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:25,  5.84it/s, loss=3.064, pair=9.203, adv=2.428, sprd=0.003]
Ep 024/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.22it/s, loss=3.064, pair=9.203, adv=2.428, sprd=0.003]
Ep 024/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.22it/s, loss=0.317, pair=0.075, adv=2.262, sprd=0.003]
Ep 024/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.80it/s, loss=0.317, pair=0.075, adv=2.262, sprd=0.003]
Ep 024/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.80it/s, loss=0.713, pair=1.379, adv=2.238, sprd=0.003]
Ep 024/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:23,  6.17it/s, loss=0.713, pair=1.379, adv=2.238, sprd=0.003]
Ep 024/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:23,  6.17it/s, loss=0.452, pair=0.506, adv=2.302, sprd=0.003]
Ep 024/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:25,  5.80it/s, loss=0.452, pair=0.506, adv=2.302, sprd=0.003]
Ep 024/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:25,  5.80it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  67%|██ | 298/444 [00:49<00:23,  6.21it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  67%|█▎| 298/444 [00:49<00:23,  6.21it/s, loss=3.475, pair=10.516, adv=2.316, sprd=0.004]
Ep 024/60 [S2:+mat]:  67%|█▎| 299/444 [00:49<00:24,  5.86it/s, loss=3.475, pair=10.516, adv=2.316, sprd=0.004]
Ep 024/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:24,  5.86it/s, loss=1.381, pair=3.668, adv=2.115, sprd=0.004]
Ep 024/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.21it/s, loss=1.381, pair=3.668, adv=2.115, sprd=0.004]
Ep 024/60 [S2:+mat]:  68%|█▎| 300/444 [00:50<00:23,  6.21it/s, loss=6.390, pair=20.328, adv=2.228, sprd=0.002]
Ep 024/60 [S2:+mat]:  68%|█▎| 301/444 [00:50<00:23,  5.97it/s, loss=6.390, pair=20.328, adv=2.228, sprd=0.002]
Ep 024/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:23,  5.97it/s, loss=2.076, pair=5.957, adv=2.201, sprd=0.002]
Ep 024/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:22,  6.33it/s, loss=2.076, pair=5.957, adv=2.201, sprd=0.002]
Ep 024/60 [S2:+mat]:  68%|█▎| 302/444 [00:50<00:22,  6.33it/s, loss=3.369, pair=10.062, adv=2.081, sprd=0.003]
Ep 024/60 [S2:+mat]:  68%|█▎| 303/444 [00:50<00:24,  5.86it/s, loss=3.369, pair=10.062, adv=2.081, sprd=0.003]
Ep 024/60 [S2:+mat]:  68%|██ | 303/444 [00:50<00:24,  5.86it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  68%|██ | 304/444 [00:50<00:22,  6.25it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  68%|█▎| 304/444 [00:50<00:22,  6.25it/s, loss=6.565, pair=20.891, adv=2.200, sprd=0.003]
Ep 024/60 [S2:+mat]:  69%|█▎| 305/444 [00:50<00:23,  5.93it/s, loss=6.565, pair=20.891, adv=2.200, sprd=0.003]
Ep 024/60 [S2:+mat]:  69%|█▎| 305/444 [00:51<00:23,  5.93it/s, loss=4.880, pair=15.266, adv=2.233, sprd=0.003]
Ep 024/60 [S2:+mat]:  69%|█▍| 306/444 [00:51<00:21,  6.30it/s, loss=4.880, pair=15.266, adv=2.233, sprd=0.003]
Ep 024/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:21,  6.30it/s, loss=0.654, pair=1.262, adv=2.061, sprd=0.003]
Ep 024/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.82it/s, loss=0.654, pair=1.262, adv=2.061, sprd=0.003]
Ep 024/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.82it/s, loss=3.012, pair=9.016, adv=2.326, sprd=0.004]
Ep 024/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:21,  6.19it/s, loss=3.012, pair=9.016, adv=2.326, sprd=0.004]
Ep 024/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:21,  6.19it/s, loss=0.923, pair=2.043, adv=2.161, sprd=0.004]
Ep 024/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:24,  5.53it/s, loss=0.923, pair=2.043, adv=2.161, sprd=0.004]
Ep 024/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:24,  5.53it/s, loss=0.354, pair=0.184, adv=2.283, sprd=0.003]
Ep 024/60 [S2:+mat]:  70%|██ | 310/444 [00:51<00:22,  5.94it/s, loss=0.354, pair=0.184, adv=2.283, sprd=0.003]
Ep 024/60 [S2:+mat]:  70%|██ | 310/444 [00:51<00:22,  5.94it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  70%|██ | 311/444 [00:51<00:23,  5.61it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:23,  5.61it/s, loss=3.122, pair=9.430, adv=2.280, sprd=0.004]
Ep 024/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:21,  6.01it/s, loss=3.122, pair=9.430, adv=2.280, sprd=0.004]
Ep 024/60 [S2:+mat]:  70%|█▍| 312/444 [00:52<00:21,  6.01it/s, loss=4.892, pair=15.391, adv=2.033, sprd=0.002]
Ep 024/60 [S2:+mat]:  70%|█▍| 313/444 [00:52<00:23,  5.67it/s, loss=4.892, pair=15.391, adv=2.033, sprd=0.002]
Ep 024/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:23,  5.67it/s, loss=0.581, pair=0.888, adv=2.281, sprd=0.002]
Ep 024/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:21,  6.08it/s, loss=0.581, pair=0.888, adv=2.281, sprd=0.002]
Ep 024/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:21,  6.08it/s, loss=0.678, pair=1.278, adv=2.277, sprd=0.003]
Ep 024/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:22,  5.76it/s, loss=0.678, pair=1.278, adv=2.277, sprd=0.003]
Ep 024/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:22,  5.76it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  71%|██▏| 316/444 [00:52<00:20,  6.17it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  71%|██▏| 316/444 [00:52<00:20,  6.17it/s, loss=0.329, pair=0.169, adv=2.143, sprd=0.002]
Ep 024/60 [S2:+mat]:  71%|██▏| 317/444 [00:52<00:21,  5.88it/s, loss=0.329, pair=0.169, adv=2.143, sprd=0.002]
Ep 024/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:21,  5.88it/s, loss=1.663, pair=4.605, adv=2.195, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:20,  6.25it/s, loss=1.663, pair=4.605, adv=2.195, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:20,  6.25it/s, loss=1.077, pair=1.897, adv=2.120, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.93it/s, loss=1.077, pair=1.897, adv=2.120, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.93it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.30it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.30it/s, loss=0.294, pair=0.012, adv=2.159, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:21,  5.83it/s, loss=0.294, pair=0.012, adv=2.159, sprd=0.003]
Ep 024/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:21,  5.83it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  73%|██▏| 322/444 [00:53<00:19,  6.20it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  73%|██▏| 322/444 [00:53<00:19,  6.20it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  73%|██▏| 323/444 [00:53<00:20,  5.97it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.97it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:18,  6.33it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:18,  6.33it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.84it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.84it/s, loss=2.341, pair=6.863, adv=2.198, sprd=0.002]
Ep 024/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.22it/s, loss=2.341, pair=6.863, adv=2.198, sprd=0.002]
Ep 024/60 [S2:+mat]:  73%|█▍| 326/444 [00:54<00:18,  6.22it/s, loss=6.164, pair=19.516, adv=2.351, sprd=0.003]
Ep 024/60 [S2:+mat]:  74%|█▍| 327/444 [00:54<00:19,  5.90it/s, loss=6.164, pair=19.516, adv=2.351, sprd=0.003]
Ep 024/60 [S2:+mat]:  74%|█▍| 327/444 [00:54<00:19,  5.90it/s, loss=5.566, pair=17.547, adv=2.251, sprd=0.005]
Ep 024/60 [S2:+mat]:  74%|█▍| 328/444 [00:54<00:18,  6.25it/s, loss=5.566, pair=17.547, adv=2.251, sprd=0.005]
Ep 024/60 [S2:+mat]:  74%|█▍| 328/444 [00:54<00:18,  6.25it/s, loss=3.515, pair=10.750, adv=2.232, sprd=0.002]
Ep 024/60 [S2:+mat]:  74%|█▍| 329/444 [00:54<00:19,  5.86it/s, loss=3.515, pair=10.750, adv=2.232, sprd=0.002]
Ep 024/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.86it/s, loss=1.155, pair=2.699, adv=2.311, sprd=0.004]
Ep 024/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.20it/s, loss=1.155, pair=2.699, adv=2.311, sprd=0.004]
Ep 024/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.20it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:19,  5.85it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:19,  5.85it/s, loss=0.513, pair=0.794, adv=2.073, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:17,  6.23it/s, loss=0.513, pair=0.794, adv=2.073, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:17,  6.23it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:19,  5.75it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:19,  5.75it/s, loss=1.018, pair=2.387, adv=2.349, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▎| 334/444 [00:55<00:17,  6.13it/s, loss=1.018, pair=2.387, adv=2.349, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▎| 334/444 [00:55<00:17,  6.13it/s, loss=0.420, pair=0.481, adv=2.079, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▎| 335/444 [00:55<00:19,  5.70it/s, loss=0.420, pair=0.481, adv=2.079, sprd=0.003]
Ep 024/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.70it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.10it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.10it/s, loss=0.378, pair=0.325, adv=2.174, sprd=0.003]
Ep 024/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.71it/s, loss=0.378, pair=0.325, adv=2.174, sprd=0.003]
Ep 024/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.71it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  76%|█▌| 338/444 [00:56<00:17,  6.13it/s, loss=9.181, pair=29.641, adv=2.205, sprd=0.004]
Ep 024/60 [S2:+mat]:  76%|█▌| 339/444 [00:56<00:18,  5.72it/s, loss=9.181, pair=29.641, adv=2.205, sprd=0.004]
Ep 024/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:18,  5.72it/s, loss=0.418, pair=0.466, adv=2.189, sprd=0.003]
Ep 024/60 [S2:+mat]:  77%|██▎| 340/444 [00:56<00:17,  6.09it/s, loss=0.418, pair=0.466, adv=2.189, sprd=0.003]
Ep 024/60 [S2:+mat]:  77%|██▎| 340/444 [00:56<00:17,  6.09it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  77%|██▎| 341/444 [00:56<00:17,  5.84it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:17,  5.84it/s, loss=2.074, pair=5.918, adv=2.282, sprd=0.003]
Ep 024/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.20it/s, loss=2.074, pair=5.918, adv=2.282, sprd=0.003]
Ep 024/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.20it/s, loss=0.389, pair=0.325, adv=2.222, sprd=0.002]
Ep 024/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.92it/s, loss=0.389, pair=0.325, adv=2.222, sprd=0.002]
Ep 024/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.92it/s, loss=0.323, pair=0.137, adv=2.185, sprd=0.003]
Ep 024/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:15,  6.26it/s, loss=0.323, pair=0.137, adv=2.185, sprd=0.003]
Ep 024/60 [S2:+mat]:  77%|█▌| 344/444 [00:57<00:15,  6.26it/s, loss=6.426, pair=20.516, adv=2.062, sprd=0.003]
Ep 024/60 [S2:+mat]:  78%|█▌| 345/444 [00:57<00:16,  5.85it/s, loss=6.426, pair=20.516, adv=2.062, sprd=0.003]
Ep 024/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:16,  5.85it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  78%|██▎| 346/444 [00:57<00:15,  6.24it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  78%|██▎| 346/444 [00:57<00:15,  6.24it/s, loss=0.459, pair=0.638, adv=2.026, sprd=0.002]
Ep 024/60 [S2:+mat]:  78%|██▎| 347/444 [00:57<00:16,  5.82it/s, loss=0.459, pair=0.638, adv=2.026, sprd=0.002]
Ep 024/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:16,  5.82it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:15,  6.19it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  78%|█▌| 348/444 [00:58<00:15,  6.19it/s, loss=3.510, pair=10.734, adv=2.036, sprd=0.003]
Ep 024/60 [S2:+mat]:  79%|█▌| 349/444 [00:58<00:16,  5.80it/s, loss=3.510, pair=10.734, adv=2.036, sprd=0.003]
Ep 024/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.80it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  79%|█▌| 350/444 [00:58<00:15,  6.18it/s, loss=4.397, pair=13.688, adv=2.212, sprd=0.003]
Ep 024/60 [S2:+mat]:  79%|█▌| 351/444 [00:58<00:15,  5.82it/s, loss=4.397, pair=13.688, adv=2.212, sprd=0.003]
Ep 024/60 [S2:+mat]:  79%|██▎| 351/444 [00:58<00:15,  5.82it/s, loss=0.336, pair=0.137, adv=2.194, sprd=0.005]
Ep 024/60 [S2:+mat]:  79%|██▍| 352/444 [00:58<00:14,  6.17it/s, loss=0.336, pair=0.137, adv=2.194, sprd=0.005]
Ep 024/60 [S2:+mat]:  79%|██▍| 352/444 [00:58<00:14,  6.17it/s, loss=1.608, pair=4.414, adv=2.123, sprd=0.003]
Ep 024/60 [S2:+mat]:  80%|██▍| 353/444 [00:58<00:16,  5.68it/s, loss=1.608, pair=4.414, adv=2.123, sprd=0.003]
Ep 024/60 [S2:+mat]:  80%|█▌| 353/444 [00:59<00:16,  5.68it/s, loss=6.387, pair=20.266, adv=2.312, sprd=0.005]
Ep 024/60 [S2:+mat]:  80%|█▌| 354/444 [00:59<00:14,  6.08it/s, loss=6.387, pair=20.266, adv=2.312, sprd=0.005]
Ep 024/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:14,  6.08it/s, loss=0.321, pair=0.106, adv=2.223, sprd=0.004]
Ep 024/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:15,  5.72it/s, loss=0.321, pair=0.106, adv=2.223, sprd=0.004]
Ep 024/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:15,  5.72it/s, loss=2.153, pair=6.199, adv=2.229, sprd=0.005]
Ep 024/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.09it/s, loss=2.153, pair=6.199, adv=2.229, sprd=0.005]
Ep 024/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.09it/s, loss=2.943, pair=8.859, adv=2.093, sprd=0.002]
Ep 024/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:14,  5.82it/s, loss=2.943, pair=8.859, adv=2.093, sprd=0.002]
Ep 024/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:14,  5.82it/s, loss=1.207, pair=3.096, adv=2.111, sprd=0.002]
Ep 024/60 [S2:+mat]:  81%|██▍| 358/444 [00:59<00:13,  6.20it/s, loss=1.207, pair=3.096, adv=2.111, sprd=0.002]
Ep 024/60 [S2:+mat]:  81%|██▍| 358/444 [00:59<00:13,  6.20it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  81%|██▍| 359/444 [00:59<00:14,  5.69it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:14,  5.69it/s, loss=2.958, pair=8.922, adv=2.142, sprd=0.003]
Ep 024/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:13,  6.08it/s, loss=2.958, pair=8.922, adv=2.142, sprd=0.003]
Ep 024/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:13,  6.08it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:14,  5.63it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  81%|█▋| 361/444 [01:00<00:14,  5.63it/s, loss=4.224, pair=13.141, adv=2.167, sprd=0.004]
Ep 024/60 [S2:+mat]:  82%|█▋| 362/444 [01:00<00:13,  6.02it/s, loss=4.224, pair=13.141, adv=2.167, sprd=0.004]
Ep 024/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.02it/s, loss=2.863, pair=8.406, adv=2.105, sprd=0.003]
Ep 024/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:14,  5.74it/s, loss=2.863, pair=8.406, adv=2.105, sprd=0.003]
Ep 024/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:14,  5.74it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  82%|██▍| 364/444 [01:00<00:13,  6.13it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  82%|██▍| 364/444 [01:00<00:13,  6.13it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  82%|██▍| 365/444 [01:00<00:13,  5.67it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  5.67it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.10it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.10it/s, loss=0.966, pair=2.293, adv=2.148, sprd=0.002]
Ep 024/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.79it/s, loss=0.966, pair=2.293, adv=2.148, sprd=0.002]
Ep 024/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:13,  5.79it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.18it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:12,  6.18it/s, loss=2.122, pair=6.121, adv=2.218, sprd=0.003]
Ep 024/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:12,  5.87it/s, loss=2.122, pair=6.121, adv=2.218, sprd=0.003]
Ep 024/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:12,  5.87it/s, loss=0.290, pair=0.012, adv=2.165, sprd=0.004]
Ep 024/60 [S2:+mat]:  83%|██▌| 370/444 [01:01<00:11,  6.24it/s, loss=0.290, pair=0.012, adv=2.165, sprd=0.004]
Ep 024/60 [S2:+mat]:  83%|██▌| 370/444 [01:01<00:11,  6.24it/s, loss=2.870, pair=8.609, adv=2.170, sprd=0.003]
Ep 024/60 [S2:+mat]:  84%|██▌| 371/444 [01:01<00:12,  5.83it/s, loss=2.870, pair=8.609, adv=2.170, sprd=0.003]
Ep 024/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:12,  5.83it/s, loss=1.637, pair=4.520, adv=2.071, sprd=0.004]
Ep 024/60 [S2:+mat]:  84%|██▌| 372/444 [01:02<00:11,  6.19it/s, loss=1.637, pair=4.520, adv=2.071, sprd=0.004]
Ep 024/60 [S2:+mat]:  84%|█▋| 372/444 [01:02<00:11,  6.19it/s, loss=4.501, pair=13.859, adv=2.107, sprd=0.002]
Ep 024/60 [S2:+mat]:  84%|█▋| 373/444 [01:02<00:12,  5.69it/s, loss=4.501, pair=13.859, adv=2.107, sprd=0.002]
Ep 024/60 [S2:+mat]:  84%|██▌| 373/444 [01:02<00:12,  5.69it/s, loss=0.505, pair=0.700, adv=2.284, sprd=0.004]
Ep 024/60 [S2:+mat]:  84%|██▌| 374/444 [01:02<00:11,  6.10it/s, loss=0.505, pair=0.700, adv=2.284, sprd=0.004]
Ep 024/60 [S2:+mat]:  84%|█▋| 374/444 [01:02<00:11,  6.10it/s, loss=5.453, pair=17.219, adv=2.173, sprd=0.002]
Ep 024/60 [S2:+mat]:  84%|█▋| 375/444 [01:02<00:12,  5.71it/s, loss=5.453, pair=17.219, adv=2.173, sprd=0.002]
Ep 024/60 [S2:+mat]:  84%|█▋| 375/444 [01:02<00:12,  5.71it/s, loss=6.034, pair=19.125, adv=2.214, sprd=0.005]
Ep 024/60 [S2:+mat]:  85%|█▋| 376/444 [01:02<00:11,  6.09it/s, loss=6.034, pair=19.125, adv=2.214, sprd=0.005]
Ep 024/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:11,  6.09it/s, loss=0.363, pair=0.075, adv=2.211, sprd=0.004]
Ep 024/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:12,  5.58it/s, loss=0.363, pair=0.075, adv=2.211, sprd=0.004]
Ep 024/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:12,  5.58it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:10,  6.02it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:10,  6.02it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  85%|██▌| 379/444 [01:03<00:11,  5.84it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  85%|██▌| 379/444 [01:03<00:11,  5.84it/s, loss=2.436, pair=7.156, adv=2.246, sprd=0.002]
Ep 024/60 [S2:+mat]:  86%|██▌| 380/444 [01:03<00:10,  6.22it/s, loss=2.436, pair=7.156, adv=2.246, sprd=0.002]
Ep 024/60 [S2:+mat]:  86%|██▌| 380/444 [01:03<00:10,  6.22it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  86%|██▌| 381/444 [01:03<00:10,  5.99it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  86%|██▌| 381/444 [01:03<00:10,  5.99it/s, loss=2.011, pair=5.789, adv=1.990, sprd=0.003]
Ep 024/60 [S2:+mat]:  86%|██▌| 382/444 [01:03<00:09,  6.32it/s, loss=2.011, pair=5.789, adv=1.990, sprd=0.003]
Ep 024/60 [S2:+mat]:  86%|██▌| 382/444 [01:03<00:09,  6.32it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  86%|██▌| 383/444 [01:03<00:10,  5.93it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.93it/s, loss=0.471, pair=0.638, adv=2.083, sprd=0.003]
Ep 024/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.27it/s, loss=0.471, pair=0.638, adv=2.083, sprd=0.003]
Ep 024/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.27it/s, loss=1.215, pair=3.064, adv=2.248, sprd=0.003]
Ep 024/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:09,  5.94it/s, loss=1.215, pair=3.064, adv=2.248, sprd=0.003]
Ep 024/60 [S2:+mat]:  87%|█▋| 385/444 [01:04<00:09,  5.94it/s, loss=3.636, pair=10.883, adv=2.342, sprd=0.004]
Ep 024/60 [S2:+mat]:  87%|█▋| 386/444 [01:04<00:09,  6.30it/s, loss=3.636, pair=10.883, adv=2.342, sprd=0.004]
Ep 024/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.30it/s, loss=1.059, pair=2.340, adv=2.048, sprd=0.002]
Ep 024/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.90it/s, loss=1.059, pair=2.340, adv=2.048, sprd=0.002]
Ep 024/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.90it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  87%|██▌| 388/444 [01:04<00:08,  6.28it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  87%|██▌| 388/444 [01:04<00:08,  6.28it/s, loss=2.493, pair=7.105, adv=2.244, sprd=0.003]
Ep 024/60 [S2:+mat]:  88%|██▋| 389/444 [01:04<00:09,  5.95it/s, loss=2.493, pair=7.105, adv=2.244, sprd=0.003]
Ep 024/60 [S2:+mat]:  88%|██▋| 389/444 [01:05<00:09,  5.95it/s, loss=2.865, pair=8.672, adv=1.971, sprd=0.002]
Ep 024/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.30it/s, loss=2.865, pair=8.672, adv=1.971, sprd=0.002]
Ep 024/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.30it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  88%|██▋| 391/444 [01:05<00:09,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  88%|█▊| 391/444 [01:05<00:09,  5.86it/s, loss=7.744, pair=24.812, adv=2.214, sprd=0.002]
Ep 024/60 [S2:+mat]:  88%|█▊| 392/444 [01:05<00:08,  6.22it/s, loss=7.744, pair=24.812, adv=2.214, sprd=0.002]
Ep 024/60 [S2:+mat]:  88%|██▋| 392/444 [01:05<00:08,  6.22it/s, loss=0.143, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.88it/s, loss=0.143, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.88it/s, loss=1.850, pair=5.168, adv=2.341, sprd=0.003]
Ep 024/60 [S2:+mat]:  89%|██▋| 394/444 [01:05<00:07,  6.26it/s, loss=1.850, pair=5.168, adv=2.341, sprd=0.003]
Ep 024/60 [S2:+mat]:  89%|██▋| 394/444 [01:05<00:07,  6.26it/s, loss=2.344, pair=6.855, adv=2.186, sprd=0.003]
Ep 024/60 [S2:+mat]:  89%|██▋| 395/444 [01:05<00:08,  6.01it/s, loss=2.344, pair=6.855, adv=2.186, sprd=0.003]
Ep 024/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  6.01it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.35it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.35it/s, loss=1.371, pair=3.559, adv=2.327, sprd=0.004]
Ep 024/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:07,  5.88it/s, loss=1.371, pair=3.559, adv=2.327, sprd=0.004]
Ep 024/60 [S2:+mat]:  89%|█▊| 397/444 [01:06<00:07,  5.88it/s, loss=5.975, pair=18.922, adv=2.328, sprd=0.003]
Ep 024/60 [S2:+mat]:  90%|█▊| 398/444 [01:06<00:07,  6.26it/s, loss=5.975, pair=18.922, adv=2.328, sprd=0.003]
Ep 024/60 [S2:+mat]:  90%|██▋| 398/444 [01:06<00:07,  6.26it/s, loss=1.541, pair=4.180, adv=2.152, sprd=0.003]
Ep 024/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.94it/s, loss=1.541, pair=4.180, adv=2.152, sprd=0.003]
Ep 024/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.94it/s, loss=0.761, pair=1.582, adv=2.098, sprd=0.004]
Ep 024/60 [S2:+mat]:  90%|██▋| 400/444 [01:06<00:06,  6.30it/s, loss=0.761, pair=1.582, adv=2.098, sprd=0.004]
Ep 024/60 [S2:+mat]:  90%|██▋| 400/444 [01:06<00:06,  6.30it/s, loss=0.308, pair=0.012, adv=2.290, sprd=0.004]
Ep 024/60 [S2:+mat]:  90%|██▋| 401/444 [01:06<00:07,  5.92it/s, loss=0.308, pair=0.012, adv=2.290, sprd=0.004]
Ep 024/60 [S2:+mat]:  90%|██▋| 401/444 [01:07<00:07,  5.92it/s, loss=0.475, pair=0.622, adv=2.225, sprd=0.003]
Ep 024/60 [S2:+mat]:  91%|██▋| 402/444 [01:07<00:06,  6.29it/s, loss=0.475, pair=0.622, adv=2.225, sprd=0.003]
Ep 024/60 [S2:+mat]:  91%|██▋| 402/444 [01:07<00:06,  6.29it/s, loss=1.574, pair=4.324, adv=2.073, sprd=0.002]
Ep 024/60 [S2:+mat]:  91%|██▋| 403/444 [01:07<00:06,  6.01it/s, loss=1.574, pair=4.324, adv=2.073, sprd=0.002]
Ep 024/60 [S2:+mat]:  91%|█▊| 403/444 [01:07<00:06,  6.01it/s, loss=4.585, pair=14.328, adv=2.152, sprd=0.004]
Ep 024/60 [S2:+mat]:  91%|█▊| 404/444 [01:07<00:06,  6.33it/s, loss=4.585, pair=14.328, adv=2.152, sprd=0.004]
Ep 024/60 [S2:+mat]:  91%|█▊| 404/444 [01:07<00:06,  6.33it/s, loss=3.636, pair=11.172, adv=2.219, sprd=0.003]
Ep 024/60 [S2:+mat]:  91%|█▊| 405/444 [01:07<00:06,  5.81it/s, loss=3.636, pair=11.172, adv=2.219, sprd=0.003]
Ep 024/60 [S2:+mat]:  91%|██▋| 405/444 [01:07<00:06,  5.81it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  91%|██▋| 406/444 [01:07<00:06,  6.21it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  91%|██▋| 406/444 [01:07<00:06,  6.21it/s, loss=1.020, pair=1.950, adv=2.313, sprd=0.004]
Ep 024/60 [S2:+mat]:  92%|██▊| 407/444 [01:07<00:06,  5.93it/s, loss=1.020, pair=1.950, adv=2.313, sprd=0.004]
Ep 024/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.93it/s, loss=0.331, pair=0.137, adv=2.184, sprd=0.003]
Ep 024/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.27it/s, loss=0.331, pair=0.137, adv=2.184, sprd=0.003]
Ep 024/60 [S2:+mat]:  92%|█▊| 408/444 [01:08<00:05,  6.27it/s, loss=3.784, pair=11.516, adv=2.533, sprd=0.007]
Ep 024/60 [S2:+mat]:  92%|█▊| 409/444 [01:08<00:06,  5.76it/s, loss=3.784, pair=11.516, adv=2.533, sprd=0.007]
Ep 024/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:06,  5.76it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.16it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.16it/s, loss=1.866, pair=4.996, adv=2.201, sprd=0.005]
Ep 024/60 [S2:+mat]:  93%|██▊| 411/444 [01:08<00:05,  5.87it/s, loss=1.866, pair=4.996, adv=2.201, sprd=0.005]
Ep 024/60 [S2:+mat]:  93%|██▊| 411/444 [01:08<00:05,  5.87it/s, loss=0.431, pair=0.450, adv=2.335, sprd=0.004]
Ep 024/60 [S2:+mat]:  93%|██▊| 412/444 [01:08<00:05,  6.25it/s, loss=0.431, pair=0.450, adv=2.335, sprd=0.004]
Ep 024/60 [S2:+mat]:  93%|██▊| 412/444 [01:08<00:05,  6.25it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  93%|██▊| 413/444 [01:08<00:05,  5.80it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.80it/s, loss=3.191, pair=9.609, adv=2.369, sprd=0.004]
Ep 024/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.20it/s, loss=3.191, pair=9.609, adv=2.369, sprd=0.004]
Ep 024/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.20it/s, loss=2.435, pair=7.133, adv=2.247, sprd=0.004]
Ep 024/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:04,  5.80it/s, loss=2.435, pair=7.133, adv=2.247, sprd=0.004]
Ep 024/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:04,  5.80it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.20it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.20it/s, loss=0.851, pair=1.950, adv=2.024, sprd=0.003]
Ep 024/60 [S2:+mat]:  94%|██▊| 417/444 [01:09<00:04,  5.76it/s, loss=0.851, pair=1.950, adv=2.024, sprd=0.003]
Ep 024/60 [S2:+mat]:  94%|██▊| 417/444 [01:09<00:04,  5.76it/s, loss=0.770, pair=1.638, adv=2.062, sprd=0.003]
Ep 024/60 [S2:+mat]:  94%|██▊| 418/444 [01:09<00:04,  6.13it/s, loss=0.770, pair=1.638, adv=2.062, sprd=0.003]
Ep 024/60 [S2:+mat]:  94%|█▉| 418/444 [01:09<00:04,  6.13it/s, loss=4.423, pair=13.797, adv=2.140, sprd=0.005]
Ep 024/60 [S2:+mat]:  94%|█▉| 419/444 [01:09<00:04,  5.66it/s, loss=4.423, pair=13.797, adv=2.140, sprd=0.005]
Ep 024/60 [S2:+mat]:  94%|██▊| 419/444 [01:10<00:04,  5.66it/s, loss=1.119, pair=2.809, adv=2.042, sprd=0.003]
Ep 024/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.05it/s, loss=1.119, pair=2.809, adv=2.042, sprd=0.003]
Ep 024/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.05it/s, loss=0.968, pair=2.287, adv=2.132, sprd=0.004]
Ep 024/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:04,  5.57it/s, loss=0.968, pair=2.287, adv=2.132, sprd=0.004]
Ep 024/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:04,  5.57it/s, loss=0.334, pair=0.137, adv=2.283, sprd=0.003]
Ep 024/60 [S2:+mat]:  95%|██▊| 422/444 [01:10<00:03,  5.97it/s, loss=0.334, pair=0.137, adv=2.283, sprd=0.003]
Ep 024/60 [S2:+mat]:  95%|██▊| 422/444 [01:10<00:03,  5.97it/s, loss=1.628, pair=4.199, adv=2.305, sprd=0.004]
Ep 024/60 [S2:+mat]:  95%|██▊| 423/444 [01:10<00:03,  5.63it/s, loss=1.628, pair=4.199, adv=2.305, sprd=0.004]
Ep 024/60 [S2:+mat]:  95%|██▊| 423/444 [01:10<00:03,  5.63it/s, loss=2.040, pair=5.824, adv=2.178, sprd=0.003]
Ep 024/60 [S2:+mat]:  95%|██▊| 424/444 [01:10<00:03,  6.03it/s, loss=2.040, pair=5.824, adv=2.178, sprd=0.003]
Ep 024/60 [S2:+mat]:  95%|██▊| 424/444 [01:10<00:03,  6.03it/s, loss=0.503, pair=0.137, adv=2.255, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|██▊| 425/444 [01:10<00:03,  5.75it/s, loss=0.503, pair=0.137, adv=2.255, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.75it/s, loss=0.299, pair=0.012, adv=2.246, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|██▉| 426/444 [01:11<00:02,  6.15it/s, loss=0.299, pair=0.012, adv=2.246, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|██▉| 426/444 [01:11<00:02,  6.15it/s, loss=0.380, pair=0.200, adv=2.136, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|██▉| 427/444 [01:11<00:02,  5.74it/s, loss=0.380, pair=0.200, adv=2.136, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|█▉| 427/444 [01:11<00:02,  5.74it/s, loss=6.044, pair=19.203, adv=2.185, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|█▉| 428/444 [01:11<00:02,  6.14it/s, loss=6.044, pair=19.203, adv=2.185, sprd=0.003]
Ep 024/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.14it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.84it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 024/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.84it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  97%|██▉| 430/444 [01:11<00:02,  6.24it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 024/60 [S2:+mat]:  97%|██▉| 430/444 [01:11<00:02,  6.24it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  97%|██▉| 431/444 [01:11<00:02,  5.69it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  97%|██▉| 431/444 [01:12<00:02,  5.69it/s, loss=1.283, pair=3.324, adv=2.212, sprd=0.004]
Ep 024/60 [S2:+mat]:  97%|██▉| 432/444 [01:12<00:01,  6.06it/s, loss=1.283, pair=3.324, adv=2.212, sprd=0.004]
Ep 024/60 [S2:+mat]:  97%|██▉| 432/444 [01:12<00:01,  6.06it/s, loss=0.374, pair=0.044, adv=2.467, sprd=0.005]
Ep 024/60 [S2:+mat]:  98%|██▉| 433/444 [01:12<00:01,  5.60it/s, loss=0.374, pair=0.044, adv=2.467, sprd=0.005]
Ep 024/60 [S2:+mat]:  98%|██▉| 433/444 [01:12<00:01,  5.60it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  98%|██▉| 434/444 [01:12<00:01,  6.04it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]:  98%|██▉| 434/444 [01:12<00:01,  6.04it/s, loss=0.608, pair=1.028, adv=2.250, sprd=0.005]
Ep 024/60 [S2:+mat]:  98%|██▉| 435/444 [01:12<00:01,  5.63it/s, loss=0.608, pair=1.028, adv=2.250, sprd=0.005]
Ep 024/60 [S2:+mat]:  98%|█▉| 435/444 [01:12<00:01,  5.63it/s, loss=5.328, pair=16.797, adv=2.162, sprd=0.004]
Ep 024/60 [S2:+mat]:  98%|█▉| 436/444 [01:12<00:01,  6.04it/s, loss=5.328, pair=16.797, adv=2.162, sprd=0.004]
Ep 024/60 [S2:+mat]:  98%|█▉| 436/444 [01:13<00:01,  6.04it/s, loss=3.533, pair=10.695, adv=2.277, sprd=0.004]
Ep 024/60 [S2:+mat]:  98%|█▉| 437/444 [01:13<00:01,  5.64it/s, loss=3.533, pair=10.695, adv=2.277, sprd=0.004]
Ep 024/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.64it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.06it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 024/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.06it/s, loss=0.566, pair=0.802, adv=2.320, sprd=0.004]
Ep 024/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.63it/s, loss=0.566, pair=0.802, adv=2.320, sprd=0.004]
Ep 024/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.63it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.006]
Ep 024/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.05it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.006]
Ep 024/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.05it/s, loss=0.350, pair=0.200, adv=2.230, sprd=0.004]
Ep 024/60 [S2:+mat]:  99%|██▉| 441/444 [01:13<00:00,  5.75it/s, loss=0.350, pair=0.200, adv=2.230, sprd=0.004]
Ep 024/60 [S2:+mat]:  99%|█▉| 441/444 [01:13<00:00,  5.75it/s, loss=4.027, pair=12.453, adv=2.157, sprd=0.004]
Ep 024/60 [S2:+mat]: 100%|█▉| 442/444 [01:13<00:00,  6.12it/s, loss=4.027, pair=12.453, adv=2.157, sprd=0.004]
Ep 024/60 [S2:+mat]: 100%|██▉| 442/444 [01:14<00:00,  6.12it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.79it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.79it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 024/60 [S2:+mat]: 100%|███| 444/444 [01:14<00:00,  6.20it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
                                                                                                              
Epoch 024/60 [S2:+mat]  loss=1.6301  mat=0.1793  sens=5.0922  pair=4.6224  adv=1.5658(rand=3.37)  deg=0.0162  orth=0.0079  spread=0.0029  q_mean=52.8  q_std=21.4  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.95e-05  74s

Ep 025/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 025/60 [S2:+mat]:   0%|            | 0/444 [00:00<?, ?it/s, loss=9.234, pair=29.812, adv=2.114, sprd=0.003]
Ep 025/60 [S2:+mat]:   0%|    | 1/444 [00:00<02:27,  3.01it/s, loss=9.234, pair=29.812, adv=2.114, sprd=0.003]
Ep 025/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:27,  3.01it/s, loss=0.598, pair=0.997, adv=2.317, sprd=0.005]
Ep 025/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:36,  4.56it/s, loss=0.598, pair=0.997, adv=2.317, sprd=0.005]
Ep 025/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:36,  4.56it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:32,  4.77it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:32,  4.77it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:19,  5.51it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:   1%|     | 4/444 [00:01<01:19,  5.51it/s, loss=2.783, pair=8.078, adv=2.147, sprd=0.003]
Ep 025/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:23,  5.28it/s, loss=2.783, pair=8.078, adv=2.147, sprd=0.003]
Ep 025/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:23,  5.28it/s, loss=0.437, pair=0.513, adv=2.085, sprd=0.004]
Ep 025/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:15,  5.79it/s, loss=0.437, pair=0.513, adv=2.085, sprd=0.004]
Ep 025/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:15,  5.79it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:18,  5.55it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:18,  5.55it/s, loss=0.495, pair=0.685, adv=2.222, sprd=0.003]
Ep 025/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:12,  6.01it/s, loss=0.495, pair=0.685, adv=2.222, sprd=0.003]
Ep 025/60 [S2:+mat]:   2%|    | 8/444 [00:01<01:12,  6.01it/s, loss=6.740, pair=21.500, adv=2.190, sprd=0.004]
Ep 025/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:16,  5.71it/s, loss=6.740, pair=21.500, adv=2.190, sprd=0.004]
Ep 025/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:16,  5.71it/s, loss=4.447, pair=13.906, adv=2.012, sprd=0.002]
Ep 025/60 [S2:+mat]:   2%|   | 10/444 [00:01<01:10,  6.12it/s, loss=4.447, pair=13.906, adv=2.012, sprd=0.002]
Ep 025/60 [S2:+mat]:   2%|   | 10/444 [00:02<01:10,  6.12it/s, loss=3.522, pair=10.766, adv=2.163, sprd=0.003]
Ep 025/60 [S2:+mat]:   2%|   | 11/444 [00:02<01:15,  5.76it/s, loss=3.522, pair=10.766, adv=2.163, sprd=0.003]
Ep 025/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:15,  5.76it/s, loss=0.578, pair=0.966, adv=2.156, sprd=0.003]
Ep 025/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:10,  6.14it/s, loss=0.578, pair=0.966, adv=2.156, sprd=0.003]
Ep 025/60 [S2:+mat]:   3%|   | 12/444 [00:02<01:10,  6.14it/s, loss=3.610, pair=10.844, adv=2.208, sprd=0.002]
Ep 025/60 [S2:+mat]:   3%|   | 13/444 [00:02<01:14,  5.82it/s, loss=3.610, pair=10.844, adv=2.208, sprd=0.002]
Ep 025/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.82it/s, loss=0.474, pair=0.602, adv=2.150, sprd=0.002]
Ep 025/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:09,  6.21it/s, loss=0.474, pair=0.602, adv=2.150, sprd=0.002]
Ep 025/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:09,  6.21it/s, loss=0.289, pair=0.000, adv=2.209, sprd=0.003]
Ep 025/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:13,  5.85it/s, loss=0.289, pair=0.000, adv=2.209, sprd=0.003]
Ep 025/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:13,  5.85it/s, loss=1.824, pair=5.184, adv=2.043, sprd=0.003]
Ep 025/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:08,  6.21it/s, loss=1.824, pair=5.184, adv=2.043, sprd=0.003]
Ep 025/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:08,  6.21it/s, loss=1.760, pair=4.953, adv=2.033, sprd=0.002]
Ep 025/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:12,  5.89it/s, loss=1.760, pair=4.953, adv=2.033, sprd=0.002]
Ep 025/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:12,  5.89it/s, loss=1.081, pair=2.635, adv=2.174, sprd=0.003]
Ep 025/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:08,  6.25it/s, loss=1.081, pair=2.635, adv=2.174, sprd=0.003]
Ep 025/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:08,  6.25it/s, loss=0.595, pair=1.091, adv=2.036, sprd=0.002]
Ep 025/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:12,  5.89it/s, loss=0.595, pair=1.091, adv=2.036, sprd=0.002]
Ep 025/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:12,  5.89it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:07,  6.27it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:07,  6.27it/s, loss=0.308, pair=0.006, adv=2.370, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.85it/s, loss=0.308, pair=0.006, adv=2.370, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.85it/s, loss=0.325, pair=0.153, adv=2.145, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.20it/s, loss=0.325, pair=0.153, adv=2.145, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.20it/s, loss=0.427, pair=0.387, adv=2.353, sprd=0.004]
Ep 025/60 [S2:+mat]:   5%|▏   | 23/444 [00:03<01:11,  5.90it/s, loss=0.427, pair=0.387, adv=2.353, sprd=0.004]
Ep 025/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:11,  5.90it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:06,  6.28it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:06,  6.28it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:11,  5.85it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:11,  5.85it/s, loss=0.455, pair=0.544, adv=2.243, sprd=0.002]
Ep 025/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.21it/s, loss=0.455, pair=0.544, adv=2.243, sprd=0.002]
Ep 025/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.21it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:13,  5.64it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:13,  5.64it/s, loss=0.895, pair=1.982, adv=2.249, sprd=0.003]
Ep 025/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:08,  6.06it/s, loss=0.895, pair=1.982, adv=2.249, sprd=0.003]
Ep 025/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:08,  6.06it/s, loss=0.371, pair=0.052, adv=2.145, sprd=0.004]
Ep 025/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:13,  5.63it/s, loss=0.371, pair=0.052, adv=2.145, sprd=0.004]
Ep 025/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:13,  5.63it/s, loss=0.309, pair=0.075, adv=2.194, sprd=0.002]
Ep 025/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.05it/s, loss=0.309, pair=0.075, adv=2.194, sprd=0.002]
Ep 025/60 [S2:+mat]:   7%|▏  | 30/444 [00:05<01:08,  6.05it/s, loss=3.439, pair=10.516, adv=2.123, sprd=0.003]
Ep 025/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:12,  5.66it/s, loss=3.439, pair=10.516, adv=2.123, sprd=0.003]
Ep 025/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:12,  5.66it/s, loss=0.868, pair=1.919, adv=2.199, sprd=0.003]
Ep 025/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.06it/s, loss=0.868, pair=1.919, adv=2.199, sprd=0.003]
Ep 025/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.06it/s, loss=0.329, pair=0.122, adv=2.063, sprd=0.004]
Ep 025/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:10,  5.82it/s, loss=0.329, pair=0.122, adv=2.063, sprd=0.004]
Ep 025/60 [S2:+mat]:   7%|▏ | 33/444 [00:05<01:10,  5.82it/s, loss=10.939, pair=35.438, adv=2.333, sprd=0.003]
Ep 025/60 [S2:+mat]:   8%|▏ | 34/444 [00:05<01:06,  6.18it/s, loss=10.939, pair=35.438, adv=2.333, sprd=0.003]
Ep 025/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:06,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:10,  5.81it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   8%|▏  | 35/444 [00:06<01:10,  5.81it/s, loss=4.554, pair=14.297, adv=2.006, sprd=0.002]
Ep 025/60 [S2:+mat]:   8%|▏  | 36/444 [00:06<01:05,  6.20it/s, loss=4.554, pair=14.297, adv=2.006, sprd=0.002]
Ep 025/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.20it/s, loss=3.523, pair=9.953, adv=2.248, sprd=0.004]
Ep 025/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:09,  5.88it/s, loss=3.523, pair=9.953, adv=2.248, sprd=0.004]
Ep 025/60 [S2:+mat]:   8%|▎  | 37/444 [00:06<01:09,  5.88it/s, loss=8.574, pair=27.578, adv=2.162, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎  | 38/444 [00:06<01:04,  6.25it/s, loss=8.574, pair=27.578, adv=2.162, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:04,  6.25it/s, loss=1.232, pair=3.199, adv=2.010, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:08,  5.89it/s, loss=1.232, pair=3.199, adv=2.010, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:08,  5.89it/s, loss=0.618, pair=1.106, adv=2.124, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.24it/s, loss=0.618, pair=1.106, adv=2.124, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:04,  6.24it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:09,  5.82it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:09,  5.82it/s, loss=1.051, pair=2.543, adv=2.222, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.19it/s, loss=1.051, pair=2.543, adv=2.222, sprd=0.003]
Ep 025/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.19it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:08,  5.87it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:08,  5.87it/s, loss=0.524, pair=0.772, adv=2.162, sprd=0.002]
Ep 025/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:04,  6.23it/s, loss=0.524, pair=0.772, adv=2.162, sprd=0.002]
Ep 025/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:04,  6.23it/s, loss=4.438, pair=13.859, adv=2.129, sprd=0.003]
Ep 025/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:10,  5.67it/s, loss=4.438, pair=13.859, adv=2.129, sprd=0.003]
Ep 025/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:10,  5.67it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:05,  6.08it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:05,  6.08it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:09,  5.70it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:09,  5.70it/s, loss=0.979, pair=2.262, adv=2.267, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.11it/s, loss=0.979, pair=2.262, adv=2.267, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.11it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:12,  5.45it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  11%|▎  | 49/444 [00:08<01:12,  5.45it/s, loss=5.261, pair=16.578, adv=2.221, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▎  | 50/444 [00:08<01:06,  5.91it/s, loss=5.261, pair=16.578, adv=2.221, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:06,  5.91it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:08,  5.77it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:08,  5.77it/s, loss=0.301, pair=0.000, adv=2.334, sprd=0.003]
Ep 025/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:03,  6.17it/s, loss=0.301, pair=0.000, adv=2.334, sprd=0.003]
Ep 025/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:03,  6.17it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:07,  5.78it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:07,  5.78it/s, loss=2.020, pair=5.793, adv=2.148, sprd=0.002]
Ep 025/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.15it/s, loss=2.020, pair=5.793, adv=2.148, sprd=0.002]
Ep 025/60 [S2:+mat]:  12%|▎  | 54/444 [00:09<01:03,  6.15it/s, loss=3.320, pair=10.062, adv=2.336, sprd=0.003]
Ep 025/60 [S2:+mat]:  12%|▎  | 55/444 [00:09<01:07,  5.81it/s, loss=3.320, pair=10.062, adv=2.336, sprd=0.003]
Ep 025/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:07,  5.81it/s, loss=2.645, pair=7.867, adv=2.112, sprd=0.002]
Ep 025/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:02,  6.19it/s, loss=2.645, pair=7.867, adv=2.112, sprd=0.002]
Ep 025/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:02,  6.19it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.83it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.83it/s, loss=0.270, pair=0.000, adv=2.092, sprd=0.002]
Ep 025/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:02,  6.22it/s, loss=0.270, pair=0.000, adv=2.092, sprd=0.002]
Ep 025/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:02,  6.22it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:07,  5.73it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  13%|▍  | 59/444 [00:10<01:07,  5.73it/s, loss=4.674, pair=14.648, adv=2.158, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▍  | 60/444 [00:10<01:02,  6.13it/s, loss=4.674, pair=14.648, adv=2.158, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▍  | 60/444 [00:10<01:02,  6.13it/s, loss=8.747, pair=28.234, adv=2.090, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▍  | 61/444 [00:10<01:05,  5.83it/s, loss=8.747, pair=28.234, adv=2.090, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:05,  5.83it/s, loss=1.601, pair=4.324, adv=2.351, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:01,  6.19it/s, loss=1.601, pair=4.324, adv=2.351, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:01,  6.19it/s, loss=3.019, pair=9.086, adv=2.196, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:05,  5.79it/s, loss=3.019, pair=9.086, adv=2.196, sprd=0.002]
Ep 025/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:05,  5.79it/s, loss=0.997, pair=2.324, adv=2.339, sprd=0.003]
Ep 025/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:01,  6.15it/s, loss=0.997, pair=2.324, adv=2.339, sprd=0.003]
Ep 025/60 [S2:+mat]:  14%|▍  | 64/444 [00:11<01:01,  6.15it/s, loss=3.873, pair=11.578, adv=2.356, sprd=0.003]
Ep 025/60 [S2:+mat]:  15%|▍  | 65/444 [00:11<01:06,  5.73it/s, loss=3.873, pair=11.578, adv=2.356, sprd=0.003]
Ep 025/60 [S2:+mat]:  15%|▍  | 65/444 [00:11<01:06,  5.73it/s, loss=4.804, pair=15.047, adv=2.220, sprd=0.002]
Ep 025/60 [S2:+mat]:  15%|▍  | 66/444 [00:11<01:01,  6.12it/s, loss=4.804, pair=15.047, adv=2.220, sprd=0.002]
Ep 025/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:01,  6.12it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:06,  5.70it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:06,  5.70it/s, loss=0.285, pair=0.065, adv=1.894, sprd=0.003]
Ep 025/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:01,  6.07it/s, loss=0.285, pair=0.065, adv=1.894, sprd=0.003]
Ep 025/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:01,  6.07it/s, loss=0.848, pair=1.825, adv=2.267, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:05,  5.75it/s, loss=0.848, pair=1.825, adv=2.267, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:05,  5.75it/s, loss=0.408, pair=0.356, adv=2.348, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<01:01,  6.12it/s, loss=0.408, pair=0.356, adv=2.348, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:01,  6.12it/s, loss=0.319, pair=0.106, adv=2.167, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:04,  5.78it/s, loss=0.319, pair=0.106, adv=2.167, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:04,  5.78it/s, loss=1.741, pair=4.848, adv=2.192, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:00,  6.14it/s, loss=1.741, pair=4.848, adv=2.192, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:00,  6.14it/s, loss=2.248, pair=6.531, adv=2.211, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:04,  5.74it/s, loss=2.248, pair=6.531, adv=2.211, sprd=0.002]
Ep 025/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:04,  5.74it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<01:00,  6.14it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<01:00,  6.14it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:05,  5.66it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:05,  5.66it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<01:00,  6.08it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  17%|▌  | 76/444 [00:13<01:00,  6.08it/s, loss=3.516, pair=10.766, adv=2.045, sprd=0.002]
Ep 025/60 [S2:+mat]:  17%|▌  | 77/444 [00:13<01:04,  5.66it/s, loss=3.516, pair=10.766, adv=2.045, sprd=0.002]
Ep 025/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:04,  5.66it/s, loss=0.319, pair=0.044, adv=2.280, sprd=0.003]
Ep 025/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:00,  6.07it/s, loss=0.319, pair=0.044, adv=2.280, sprd=0.003]
Ep 025/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:00,  6.07it/s, loss=0.417, pair=0.325, adv=2.352, sprd=0.002]
Ep 025/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:04,  5.65it/s, loss=0.417, pair=0.325, adv=2.352, sprd=0.002]
Ep 025/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:04,  5.65it/s, loss=2.074, pair=5.918, adv=2.328, sprd=0.003]
Ep 025/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<01:00,  6.06it/s, loss=2.074, pair=5.918, adv=2.328, sprd=0.003]
Ep 025/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<01:00,  6.06it/s, loss=0.449, pair=0.575, adv=2.089, sprd=0.002]
Ep 025/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:03,  5.76it/s, loss=0.449, pair=0.575, adv=2.089, sprd=0.002]
Ep 025/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:03,  5.76it/s, loss=0.399, pair=0.350, adv=2.167, sprd=0.002]
Ep 025/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.14it/s, loss=0.399, pair=0.350, adv=2.167, sprd=0.002]
Ep 025/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<00:58,  6.14it/s, loss=0.612, pair=1.122, adv=2.049, sprd=0.002]
Ep 025/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:02,  5.74it/s, loss=0.612, pair=1.122, adv=2.049, sprd=0.002]
Ep 025/60 [S2:+mat]:  19%|▌  | 83/444 [00:14<01:02,  5.74it/s, loss=3.625, pair=11.000, adv=2.275, sprd=0.003]
Ep 025/60 [S2:+mat]:  19%|▌  | 84/444 [00:14<00:58,  6.14it/s, loss=3.625, pair=11.000, adv=2.275, sprd=0.003]
Ep 025/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:58,  6.14it/s, loss=2.331, pair=6.762, adv=2.166, sprd=0.002]
Ep 025/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:02,  5.74it/s, loss=2.331, pair=6.762, adv=2.166, sprd=0.002]
Ep 025/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:02,  5.74it/s, loss=0.465, pair=0.513, adv=2.348, sprd=0.003]
Ep 025/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:58,  6.14it/s, loss=0.465, pair=0.513, adv=2.348, sprd=0.003]
Ep 025/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:58,  6.14it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.79it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.79it/s, loss=1.915, pair=5.355, adv=2.344, sprd=0.003]
Ep 025/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:57,  6.18it/s, loss=1.915, pair=5.355, adv=2.344, sprd=0.003]
Ep 025/60 [S2:+mat]:  20%|▌  | 88/444 [00:15<00:57,  6.18it/s, loss=4.782, pair=14.891, adv=2.343, sprd=0.003]
Ep 025/60 [S2:+mat]:  20%|▌  | 89/444 [00:15<01:01,  5.78it/s, loss=4.782, pair=14.891, adv=2.343, sprd=0.003]
Ep 025/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:01,  5.78it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.19it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  20%|▌  | 90/444 [00:15<00:57,  6.19it/s, loss=5.714, pair=18.078, adv=2.219, sprd=0.002]
Ep 025/60 [S2:+mat]:  20%|▌  | 91/444 [00:15<01:01,  5.77it/s, loss=5.714, pair=18.078, adv=2.219, sprd=0.002]
Ep 025/60 [S2:+mat]:  20%|▌  | 91/444 [00:15<01:01,  5.77it/s, loss=3.845, pair=11.789, adv=2.283, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▌  | 92/444 [00:15<00:57,  6.16it/s, loss=3.845, pair=11.789, adv=2.283, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:57,  6.16it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<00:59,  5.89it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<00:59,  5.89it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:55,  6.26it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<00:55,  6.26it/s, loss=2.904, pair=8.672, adv=2.266, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:59,  5.89it/s, loss=2.904, pair=8.672, adv=2.266, sprd=0.003]
Ep 025/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:59,  5.89it/s, loss=0.981, pair=2.277, adv=2.284, sprd=0.003]
Ep 025/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.22it/s, loss=0.981, pair=2.277, adv=2.284, sprd=0.003]
Ep 025/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.22it/s, loss=0.903, pair=1.971, adv=2.346, sprd=0.005]
Ep 025/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:00,  5.78it/s, loss=0.903, pair=1.971, adv=2.346, sprd=0.005]
Ep 025/60 [S2:+mat]:  22%|▋  | 97/444 [00:16<01:00,  5.78it/s, loss=3.405, pair=10.352, adv=2.365, sprd=0.002]
Ep 025/60 [S2:+mat]:  22%|▋  | 98/444 [00:16<00:56,  6.15it/s, loss=3.405, pair=10.352, adv=2.365, sprd=0.002]
Ep 025/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:56,  6.15it/s, loss=0.326, pair=0.137, adv=2.191, sprd=0.002]
Ep 025/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:59,  5.84it/s, loss=0.326, pair=0.137, adv=2.191, sprd=0.002]
Ep 025/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:59,  5.84it/s, loss=0.647, pair=1.278, adv=1.995, sprd=0.002]
Ep 025/60 [S2:+mat]:  23%|▋  | 100/444 [00:16<00:55,  6.22it/s, loss=0.647, pair=1.278, adv=1.995, sprd=0.002]
Ep 025/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:55,  6.22it/s, loss=0.557, pair=0.898, adv=2.182, sprd=0.002]
Ep 025/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:59,  5.77it/s, loss=0.557, pair=0.898, adv=2.182, sprd=0.002]
Ep 025/60 [S2:+mat]:  23%|▍ | 101/444 [00:17<00:59,  5.77it/s, loss=5.264, pair=16.578, adv=2.181, sprd=0.003]
Ep 025/60 [S2:+mat]:  23%|▍ | 102/444 [00:17<00:55,  6.16it/s, loss=5.264, pair=16.578, adv=2.181, sprd=0.003]
Ep 025/60 [S2:+mat]:  23%|▍ | 102/444 [00:17<00:55,  6.16it/s, loss=5.500, pair=17.359, adv=2.165, sprd=0.003]
Ep 025/60 [S2:+mat]:  23%|▍ | 103/444 [00:17<00:58,  5.82it/s, loss=5.500, pair=17.359, adv=2.165, sprd=0.003]
Ep 025/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:58,  5.82it/s, loss=0.766, pair=1.638, adv=2.057, sprd=0.003]
Ep 025/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:54,  6.21it/s, loss=0.766, pair=1.638, adv=2.057, sprd=0.003]
Ep 025/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:54,  6.21it/s, loss=2.312, pair=6.766, adv=2.171, sprd=0.004]
Ep 025/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:58,  5.79it/s, loss=2.312, pair=6.766, adv=2.171, sprd=0.004]
Ep 025/60 [S2:+mat]:  24%|▍ | 105/444 [00:17<00:58,  5.79it/s, loss=4.649, pair=14.516, adv=2.268, sprd=0.004]
Ep 025/60 [S2:+mat]:  24%|▍ | 106/444 [00:17<00:54,  6.18it/s, loss=4.649, pair=14.516, adv=2.268, sprd=0.004]
Ep 025/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.18it/s, loss=2.051, pair=5.883, adv=2.065, sprd=0.004]
Ep 025/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:59,  5.66it/s, loss=2.051, pair=5.883, adv=2.065, sprd=0.004]
Ep 025/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:59,  5.66it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:55,  6.09it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:55,  6.09it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:58,  5.70it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  25%|▍ | 109/444 [00:18<00:58,  5.70it/s, loss=8.057, pair=25.938, adv=2.052, sprd=0.004]
Ep 025/60 [S2:+mat]:  25%|▍ | 110/444 [00:18<00:54,  6.12it/s, loss=8.057, pair=25.938, adv=2.052, sprd=0.004]
Ep 025/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:54,  6.12it/s, loss=0.290, pair=0.012, adv=2.131, sprd=0.003]
Ep 025/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.80it/s, loss=0.290, pair=0.012, adv=2.131, sprd=0.003]
Ep 025/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.80it/s, loss=0.429, pair=0.450, adv=2.217, sprd=0.003]
Ep 025/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.20it/s, loss=0.429, pair=0.450, adv=2.217, sprd=0.003]
Ep 025/60 [S2:+mat]:  25%|▌ | 112/444 [00:19<00:53,  6.20it/s, loss=5.386, pair=16.766, adv=2.345, sprd=0.003]
Ep 025/60 [S2:+mat]:  25%|▌ | 113/444 [00:19<00:55,  5.94it/s, loss=5.386, pair=16.766, adv=2.345, sprd=0.003]
Ep 025/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:55,  5.94it/s, loss=0.395, pair=0.341, adv=2.187, sprd=0.004]
Ep 025/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.30it/s, loss=0.395, pair=0.341, adv=2.187, sprd=0.004]
Ep 025/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.30it/s, loss=1.938, pair=5.469, adv=2.138, sprd=0.004]
Ep 025/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.94it/s, loss=1.938, pair=5.469, adv=2.138, sprd=0.004]
Ep 025/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.94it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.30it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.30it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:55,  5.86it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  26%|▌ | 117/444 [00:19<00:55,  5.86it/s, loss=7.170, pair=22.953, adv=2.167, sprd=0.003]
Ep 025/60 [S2:+mat]:  27%|▌ | 118/444 [00:19<00:52,  6.22it/s, loss=7.170, pair=22.953, adv=2.167, sprd=0.003]
Ep 025/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:52,  6.22it/s, loss=0.378, pair=0.200, adv=2.442, sprd=0.003]
Ep 025/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:55,  5.89it/s, loss=0.378, pair=0.200, adv=2.442, sprd=0.003]
Ep 025/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:55,  5.89it/s, loss=1.415, pair=3.746, adv=2.119, sprd=0.004]
Ep 025/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:51,  6.27it/s, loss=1.415, pair=3.746, adv=2.119, sprd=0.004]
Ep 025/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:51,  6.27it/s, loss=0.388, pair=0.294, adv=2.293, sprd=0.004]
Ep 025/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:54,  5.94it/s, loss=0.388, pair=0.294, adv=2.293, sprd=0.004]
Ep 025/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:54,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:51,  6.30it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:51,  6.30it/s, loss=0.467, pair=0.523, adv=2.352, sprd=0.003]
Ep 025/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:54,  5.94it/s, loss=0.467, pair=0.523, adv=2.352, sprd=0.003]
Ep 025/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:54,  5.94it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:50,  6.30it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:50,  6.30it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:52,  6.06it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:52,  6.06it/s, loss=0.857, pair=1.856, adv=2.279, sprd=0.005]
Ep 025/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:49,  6.40it/s, loss=0.857, pair=1.856, adv=2.279, sprd=0.005]
Ep 025/60 [S2:+mat]:  28%|▌ | 126/444 [00:21<00:49,  6.40it/s, loss=4.169, pair=12.859, adv=2.403, sprd=0.004]
Ep 025/60 [S2:+mat]:  29%|▌ | 127/444 [00:21<00:53,  5.98it/s, loss=4.169, pair=12.859, adv=2.403, sprd=0.004]
Ep 025/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:53,  5.98it/s, loss=2.733, pair=8.109, adv=2.330, sprd=0.003]
Ep 025/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:49,  6.32it/s, loss=2.733, pair=8.109, adv=2.330, sprd=0.003]
Ep 025/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:49,  6.32it/s, loss=0.332, pair=0.153, adv=2.159, sprd=0.002]
Ep 025/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:53,  5.84it/s, loss=0.332, pair=0.153, adv=2.159, sprd=0.002]
Ep 025/60 [S2:+mat]:  29%|▌ | 129/444 [00:21<00:53,  5.84it/s, loss=4.586, pair=14.312, adv=2.222, sprd=0.003]
Ep 025/60 [S2:+mat]:  29%|▌ | 130/444 [00:21<00:50,  6.22it/s, loss=4.586, pair=14.312, adv=2.222, sprd=0.003]
Ep 025/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:50,  6.22it/s, loss=1.259, pair=3.166, adv=2.258, sprd=0.004]
Ep 025/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:54,  5.74it/s, loss=1.259, pair=3.166, adv=2.258, sprd=0.004]
Ep 025/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:54,  5.74it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:50,  6.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  30%|▌ | 132/444 [00:22<00:50,  6.13it/s, loss=6.014, pair=18.984, adv=2.370, sprd=0.004]
Ep 025/60 [S2:+mat]:  30%|▌ | 133/444 [00:22<00:54,  5.70it/s, loss=6.014, pair=18.984, adv=2.370, sprd=0.004]
Ep 025/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:54,  5.70it/s, loss=0.323, pair=0.106, adv=2.105, sprd=0.003]
Ep 025/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:50,  6.10it/s, loss=0.323, pair=0.106, adv=2.105, sprd=0.003]
Ep 025/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:50,  6.10it/s, loss=0.346, pair=0.012, adv=2.507, sprd=0.005]
Ep 025/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:53,  5.73it/s, loss=0.346, pair=0.012, adv=2.507, sprd=0.005]
Ep 025/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:53,  5.73it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:50,  6.15it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  31%|▉  | 136/444 [00:23<00:50,  6.15it/s, loss=2.417, pair=7.078, adv=2.189, sprd=0.002]
Ep 025/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.72it/s, loss=2.417, pair=7.078, adv=2.189, sprd=0.002]
Ep 025/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.72it/s, loss=0.380, pair=0.262, adv=2.264, sprd=0.004]
Ep 025/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.13it/s, loss=0.380, pair=0.262, adv=2.264, sprd=0.004]
Ep 025/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.13it/s, loss=1.199, pair=2.973, adv=2.290, sprd=0.003]
Ep 025/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.78it/s, loss=1.199, pair=2.973, adv=2.290, sprd=0.003]
Ep 025/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.78it/s, loss=0.313, pair=0.075, adv=2.180, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.18it/s, loss=0.313, pair=0.075, adv=2.180, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▋ | 140/444 [00:23<00:49,  6.18it/s, loss=5.506, pair=17.172, adv=2.206, sprd=0.003]
Ep 025/60 [S2:+mat]:  32%|▋ | 141/444 [00:23<00:53,  5.61it/s, loss=5.506, pair=17.172, adv=2.206, sprd=0.003]
Ep 025/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:53,  5.61it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.05it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▋ | 142/444 [00:24<00:49,  6.05it/s, loss=6.503, pair=20.641, adv=2.289, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▋ | 143/444 [00:24<00:51,  5.83it/s, loss=6.503, pair=20.641, adv=2.289, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.83it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.20it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.20it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.83it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.83it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.19it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  33%|▋ | 146/444 [00:24<00:48,  6.19it/s, loss=3.285, pair=10.016, adv=2.070, sprd=0.003]
Ep 025/60 [S2:+mat]:  33%|▋ | 147/444 [00:24<00:52,  5.69it/s, loss=3.285, pair=10.016, adv=2.070, sprd=0.003]
Ep 025/60 [S2:+mat]:  33%|▋ | 147/444 [00:24<00:52,  5.69it/s, loss=4.680, pair=14.578, adv=2.294, sprd=0.003]
Ep 025/60 [S2:+mat]:  33%|▋ | 148/444 [00:24<00:48,  6.08it/s, loss=4.680, pair=14.578, adv=2.294, sprd=0.003]
Ep 025/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:48,  6.08it/s, loss=0.311, pair=0.000, adv=2.443, sprd=0.004]
Ep 025/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:51,  5.68it/s, loss=0.311, pair=0.000, adv=2.443, sprd=0.004]
Ep 025/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:51,  5.68it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:48,  6.09it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:48,  6.09it/s, loss=0.355, pair=0.144, adv=2.415, sprd=0.003]
Ep 025/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:49,  5.87it/s, loss=0.355, pair=0.144, adv=2.415, sprd=0.003]
Ep 025/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:49,  5.87it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:46,  6.24it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:46,  6.24it/s, loss=1.487, pair=3.949, adv=2.297, sprd=0.005]
Ep 025/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.79it/s, loss=1.487, pair=3.949, adv=2.297, sprd=0.005]
Ep 025/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.79it/s, loss=2.214, pair=6.367, adv=2.294, sprd=0.003]
Ep 025/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:47,  6.14it/s, loss=2.214, pair=6.367, adv=2.294, sprd=0.003]
Ep 025/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:47,  6.14it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:49,  5.83it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:49,  5.83it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.22it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:49,  5.81it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  35%|▋ | 157/444 [00:26<00:49,  5.81it/s, loss=4.477, pair=13.875, adv=2.448, sprd=0.003]
Ep 025/60 [S2:+mat]:  36%|▋ | 158/444 [00:26<00:46,  6.18it/s, loss=4.477, pair=13.875, adv=2.448, sprd=0.003]
Ep 025/60 [S2:+mat]:  36%|▋ | 158/444 [00:26<00:46,  6.18it/s, loss=3.549, pair=10.609, adv=2.245, sprd=0.002]
Ep 025/60 [S2:+mat]:  36%|▋ | 159/444 [00:26<00:49,  5.81it/s, loss=3.549, pair=10.609, adv=2.245, sprd=0.002]
Ep 025/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:49,  5.81it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.19it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:45,  6.19it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.87it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  36%|▋ | 161/444 [00:27<00:48,  5.87it/s, loss=4.200, pair=12.953, adv=2.403, sprd=0.005]
Ep 025/60 [S2:+mat]:  36%|▋ | 162/444 [00:27<00:45,  6.20it/s, loss=4.200, pair=12.953, adv=2.403, sprd=0.005]
Ep 025/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.20it/s, loss=1.472, pair=3.871, adv=2.388, sprd=0.003]
Ep 025/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:47,  5.87it/s, loss=1.472, pair=3.871, adv=2.388, sprd=0.003]
Ep 025/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:47,  5.87it/s, loss=0.348, pair=0.184, adv=2.323, sprd=0.003]
Ep 025/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.22it/s, loss=0.348, pair=0.184, adv=2.323, sprd=0.003]
Ep 025/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.22it/s, loss=0.589, pair=0.997, adv=2.198, sprd=0.002]
Ep 025/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:47,  5.94it/s, loss=0.589, pair=0.997, adv=2.198, sprd=0.002]
Ep 025/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:47,  5.94it/s, loss=0.537, pair=0.841, adv=2.228, sprd=0.002]
Ep 025/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:44,  6.28it/s, loss=0.537, pair=0.841, adv=2.228, sprd=0.002]
Ep 025/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:44,  6.28it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.006]
Ep 025/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.77it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.006]
Ep 025/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.77it/s, loss=1.559, pair=4.223, adv=2.235, sprd=0.002]
Ep 025/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.15it/s, loss=1.559, pair=4.223, adv=2.235, sprd=0.002]
Ep 025/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.15it/s, loss=1.987, pair=5.645, adv=2.232, sprd=0.003]
Ep 025/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:47,  5.80it/s, loss=1.987, pair=5.645, adv=2.232, sprd=0.003]
Ep 025/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:47,  5.80it/s, loss=3.132, pair=9.500, adv=2.183, sprd=0.002]
Ep 025/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:44,  6.15it/s, loss=3.132, pair=9.500, adv=2.183, sprd=0.002]
Ep 025/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:44,  6.15it/s, loss=0.369, pair=0.216, adv=2.287, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.92it/s, loss=0.369, pair=0.216, adv=2.287, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.92it/s, loss=0.286, pair=0.030, adv=2.097, sprd=0.003]
Ep 025/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:43,  6.25it/s, loss=0.286, pair=0.030, adv=2.097, sprd=0.003]
Ep 025/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:43,  6.25it/s, loss=1.564, pair=4.191, adv=2.277, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:45,  5.97it/s, loss=1.564, pair=4.191, adv=2.277, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:45,  5.97it/s, loss=0.721, pair=1.402, adv=2.319, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:42,  6.33it/s, loss=0.721, pair=1.402, adv=2.319, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|▍| 174/444 [00:29<00:42,  6.33it/s, loss=15.126, pair=49.438, adv=2.253, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|▍| 175/444 [00:29<00:45,  5.89it/s, loss=15.126, pair=49.438, adv=2.253, sprd=0.002]
Ep 025/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:45,  5.89it/s, loss=0.357, pair=0.248, adv=2.121, sprd=0.002]
Ep 025/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:42,  6.26it/s, loss=0.357, pair=0.248, adv=2.121, sprd=0.002]
Ep 025/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:42,  6.26it/s, loss=2.594, pair=7.637, adv=2.356, sprd=0.003]
Ep 025/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:45,  5.83it/s, loss=2.594, pair=7.637, adv=2.356, sprd=0.003]
Ep 025/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:45,  5.83it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:42,  6.22it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:42,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.24it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.24it/s, loss=0.454, pair=0.575, adv=2.112, sprd=0.002]
Ep 025/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.97it/s, loss=0.454, pair=0.575, adv=2.112, sprd=0.002]
Ep 025/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.97it/s, loss=0.346, pair=0.092, adv=2.437, sprd=0.003]
Ep 025/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:41,  6.32it/s, loss=0.346, pair=0.092, adv=2.437, sprd=0.003]
Ep 025/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:41,  6.32it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:43,  6.02it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:43,  6.02it/s, loss=0.492, pair=0.653, adv=2.310, sprd=0.003]
Ep 025/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:40,  6.37it/s, loss=0.492, pair=0.653, adv=2.310, sprd=0.003]
Ep 025/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:40,  6.37it/s, loss=0.319, pair=0.084, adv=2.287, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:42,  6.06it/s, loss=0.319, pair=0.084, adv=2.287, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:42,  6.06it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:40,  6.40it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:40,  6.40it/s, loss=0.297, pair=0.000, adv=2.281, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:41,  6.13it/s, loss=0.297, pair=0.000, adv=2.281, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:41,  6.13it/s, loss=0.291, pair=0.000, adv=2.236, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:39,  6.45it/s, loss=0.291, pair=0.000, adv=2.236, sprd=0.002]
Ep 025/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:39,  6.45it/s, loss=3.049, pair=9.117, adv=2.244, sprd=0.003]
Ep 025/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:42,  6.02it/s, loss=3.049, pair=9.117, adv=2.244, sprd=0.003]
Ep 025/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:42,  6.02it/s, loss=0.674, pair=1.247, adv=2.195, sprd=0.003]
Ep 025/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:39,  6.36it/s, loss=0.674, pair=1.247, adv=2.195, sprd=0.003]
Ep 025/60 [S2:+mat]:  43%|▊ | 190/444 [00:32<00:39,  6.36it/s, loss=5.093, pair=15.984, adv=2.285, sprd=0.002]
Ep 025/60 [S2:+mat]:  43%|▊ | 191/444 [00:32<00:42,  5.99it/s, loss=5.093, pair=15.984, adv=2.285, sprd=0.002]
Ep 025/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:42,  5.99it/s, loss=1.037, pair=2.480, adv=2.289, sprd=0.002]
Ep 025/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:39,  6.31it/s, loss=1.037, pair=2.480, adv=2.289, sprd=0.002]
Ep 025/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:39,  6.31it/s, loss=0.291, pair=0.000, adv=2.230, sprd=0.002]
Ep 025/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:42,  5.97it/s, loss=0.291, pair=0.000, adv=2.230, sprd=0.002]
Ep 025/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:42,  5.97it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:39,  6.31it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:39,  6.31it/s, loss=2.765, pair=8.219, adv=2.329, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:41,  5.96it/s, loss=2.765, pair=8.219, adv=2.329, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:41,  5.96it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:39,  6.31it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:39,  6.31it/s, loss=3.044, pair=9.125, adv=2.350, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:41,  5.94it/s, loss=3.044, pair=9.125, adv=2.350, sprd=0.002]
Ep 025/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:41,  5.94it/s, loss=1.852, pair=5.273, adv=2.053, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.28it/s, loss=1.852, pair=5.273, adv=2.053, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.28it/s, loss=1.932, pair=4.438, adv=2.090, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:40,  6.01it/s, loss=1.932, pair=4.438, adv=2.090, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:40,  6.01it/s, loss=2.551, pair=7.516, adv=2.332, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:38,  6.34it/s, loss=2.551, pair=7.516, adv=2.332, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|▉ | 200/444 [00:33<00:38,  6.34it/s, loss=6.187, pair=19.688, adv=2.147, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|▉ | 201/444 [00:33<00:42,  5.77it/s, loss=6.187, pair=19.688, adv=2.147, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:42,  5.77it/s, loss=0.341, pair=0.075, adv=2.421, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:39,  6.13it/s, loss=0.341, pair=0.075, adv=2.421, sprd=0.002]
Ep 025/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.13it/s, loss=1.805, pair=5.047, adv=2.246, sprd=0.002]
Ep 025/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:41,  5.80it/s, loss=1.805, pair=5.047, adv=2.246, sprd=0.002]
Ep 025/60 [S2:+mat]:  46%|▉ | 203/444 [00:34<00:41,  5.80it/s, loss=3.691, pair=11.227, adv=2.354, sprd=0.002]
Ep 025/60 [S2:+mat]:  46%|▉ | 204/444 [00:34<00:38,  6.19it/s, loss=3.691, pair=11.227, adv=2.354, sprd=0.002]
Ep 025/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:38,  6.19it/s, loss=0.818, pair=1.473, adv=2.215, sprd=0.003]
Ep 025/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:40,  5.85it/s, loss=0.818, pair=1.473, adv=2.215, sprd=0.003]
Ep 025/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:40,  5.85it/s, loss=0.963, pair=2.262, adv=2.204, sprd=0.002]
Ep 025/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.19it/s, loss=0.963, pair=2.262, adv=2.204, sprd=0.002]
Ep 025/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:38,  6.19it/s, loss=0.622, pair=1.043, adv=2.397, sprd=0.002]
Ep 025/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.92it/s, loss=0.622, pair=1.043, adv=2.397, sprd=0.002]
Ep 025/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.92it/s, loss=0.487, pair=0.137, adv=2.636, sprd=0.003]
Ep 025/60 [S2:+mat]:  47%|█▍ | 208/444 [00:34<00:37,  6.28it/s, loss=0.487, pair=0.137, adv=2.636, sprd=0.003]
Ep 025/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:37,  6.28it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.80it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.80it/s, loss=0.314, pair=0.000, adv=2.460, sprd=0.003]
Ep 025/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:37,  6.18it/s, loss=0.314, pair=0.000, adv=2.460, sprd=0.003]
Ep 025/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:37,  6.18it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:41,  5.67it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:41,  5.67it/s, loss=2.745, pair=8.164, adv=2.167, sprd=0.002]
Ep 025/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:38,  6.08it/s, loss=2.745, pair=8.164, adv=2.167, sprd=0.002]
Ep 025/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:38,  6.08it/s, loss=0.398, pair=0.325, adv=2.207, sprd=0.002]
Ep 025/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:40,  5.69it/s, loss=0.398, pair=0.325, adv=2.207, sprd=0.002]
Ep 025/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:40,  5.69it/s, loss=1.531, pair=4.105, adv=2.198, sprd=0.003]
Ep 025/60 [S2:+mat]:  48%|█▍ | 214/444 [00:35<00:37,  6.09it/s, loss=1.531, pair=4.105, adv=2.198, sprd=0.003]
Ep 025/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:37,  6.09it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.76it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.76it/s, loss=0.676, pair=1.263, adv=2.354, sprd=0.002]
Ep 025/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:37,  6.12it/s, loss=0.676, pair=1.263, adv=2.354, sprd=0.002]
Ep 025/60 [S2:+mat]:  49%|▉ | 216/444 [00:36<00:37,  6.12it/s, loss=4.240, pair=12.859, adv=2.349, sprd=0.002]
Ep 025/60 [S2:+mat]:  49%|▉ | 217/444 [00:36<00:38,  5.86it/s, loss=4.240, pair=12.859, adv=2.349, sprd=0.002]
Ep 025/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:38,  5.86it/s, loss=2.465, pair=7.230, adv=2.241, sprd=0.004]
Ep 025/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.21it/s, loss=2.465, pair=7.230, adv=2.241, sprd=0.004]
Ep 025/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.21it/s, loss=2.541, pair=7.453, adv=2.256, sprd=0.002]
Ep 025/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:39,  5.69it/s, loss=2.541, pair=7.453, adv=2.256, sprd=0.002]
Ep 025/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:39,  5.69it/s, loss=0.800, pair=1.580, adv=2.428, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▍ | 220/444 [00:36<00:36,  6.10it/s, loss=0.800, pair=1.580, adv=2.428, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:36,  6.10it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:38,  5.83it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:38,  5.83it/s, loss=0.415, pair=0.356, adv=2.319, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:35,  6.22it/s, loss=0.415, pair=0.356, adv=2.319, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:35,  6.22it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:37,  5.90it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:37,  5.90it/s, loss=0.304, pair=0.006, adv=2.269, sprd=0.005]
Ep 025/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.21it/s, loss=0.304, pair=0.006, adv=2.269, sprd=0.005]
Ep 025/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.21it/s, loss=1.913, pair=5.117, adv=2.239, sprd=0.004]
Ep 025/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:39,  5.48it/s, loss=1.913, pair=5.117, adv=2.239, sprd=0.004]
Ep 025/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:39,  5.48it/s, loss=0.364, pair=0.233, adv=2.246, sprd=0.003]
Ep 025/60 [S2:+mat]:  51%|█▌ | 226/444 [00:37<00:38,  5.72it/s, loss=0.364, pair=0.233, adv=2.246, sprd=0.003]
Ep 025/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:38,  5.72it/s, loss=0.805, pair=1.715, adv=2.186, sprd=0.002]
Ep 025/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:38,  5.57it/s, loss=0.805, pair=1.715, adv=2.186, sprd=0.002]
Ep 025/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:38,  5.57it/s, loss=1.188, pair=2.887, adv=2.308, sprd=0.003]
Ep 025/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:36,  5.94it/s, loss=1.188, pair=2.887, adv=2.308, sprd=0.003]
Ep 025/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:36,  5.94it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:38,  5.56it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:38,  5.56it/s, loss=0.307, pair=0.000, adv=2.405, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:36,  5.83it/s, loss=0.307, pair=0.000, adv=2.405, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:36,  5.83it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:40,  5.29it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  52%|█ | 231/444 [00:38<00:40,  5.29it/s, loss=3.368, pair=10.234, adv=2.267, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█ | 232/444 [00:38<00:37,  5.63it/s, loss=3.368, pair=10.234, adv=2.267, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:37,  5.63it/s, loss=1.169, pair=2.855, adv=2.366, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:38,  5.51it/s, loss=1.169, pair=2.855, adv=2.366, sprd=0.003]
Ep 025/60 [S2:+mat]:  52%|█ | 233/444 [00:39<00:38,  5.51it/s, loss=5.045, pair=15.797, adv=2.397, sprd=0.004]
Ep 025/60 [S2:+mat]:  53%|█ | 234/444 [00:39<00:35,  5.91it/s, loss=5.045, pair=15.797, adv=2.397, sprd=0.004]
Ep 025/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:35,  5.91it/s, loss=0.320, pair=0.000, adv=2.285, sprd=0.004]
Ep 025/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:37,  5.61it/s, loss=0.320, pair=0.000, adv=2.285, sprd=0.004]
Ep 025/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:37,  5.61it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:34,  6.05it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:34,  6.05it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:36,  5.73it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  53%|█ | 237/444 [00:39<00:36,  5.73it/s, loss=7.956, pair=25.516, adv=2.293, sprd=0.003]
Ep 025/60 [S2:+mat]:  54%|█ | 238/444 [00:39<00:33,  6.14it/s, loss=7.956, pair=25.516, adv=2.293, sprd=0.003]
Ep 025/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:33,  6.14it/s, loss=0.536, pair=0.716, adv=2.432, sprd=0.005]
Ep 025/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.74it/s, loss=0.536, pair=0.716, adv=2.432, sprd=0.005]
Ep 025/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.74it/s, loss=2.553, pair=7.555, adv=2.088, sprd=0.003]
Ep 025/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.15it/s, loss=2.553, pair=7.555, adv=2.088, sprd=0.003]
Ep 025/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.15it/s, loss=0.431, pair=0.262, adv=2.378, sprd=0.003]
Ep 025/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.89it/s, loss=0.431, pair=0.262, adv=2.378, sprd=0.003]
Ep 025/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.89it/s, loss=2.792, pair=8.328, adv=2.206, sprd=0.002]
Ep 025/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.26it/s, loss=2.792, pair=8.328, adv=2.206, sprd=0.002]
Ep 025/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.26it/s, loss=0.426, pair=0.356, adv=2.400, sprd=0.005]
Ep 025/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.75it/s, loss=0.426, pair=0.356, adv=2.400, sprd=0.005]
Ep 025/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.75it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:32,  6.16it/s, loss=0.217, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  55%|█ | 244/444 [00:41<00:32,  6.16it/s, loss=6.903, pair=22.016, adv=2.209, sprd=0.002]
Ep 025/60 [S2:+mat]:  55%|█ | 245/444 [00:41<00:34,  5.73it/s, loss=6.903, pair=22.016, adv=2.209, sprd=0.002]
Ep 025/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:34,  5.73it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:32,  6.14it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:32,  6.14it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:33,  5.87it/s, loss=0.167, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█ | 247/444 [00:41<00:33,  5.87it/s, loss=6.216, pair=19.781, adv=2.115, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█ | 248/444 [00:41<00:31,  6.25it/s, loss=6.216, pair=19.781, adv=2.115, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:31,  6.25it/s, loss=1.096, pair=2.668, adv=2.258, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:33,  5.81it/s, loss=1.096, pair=2.668, adv=2.258, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:33,  5.81it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█▋ | 250/444 [00:41<00:31,  6.22it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  56%|█▏| 250/444 [00:42<00:31,  6.22it/s, loss=4.578, pair=14.234, adv=2.312, sprd=0.004]
Ep 025/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:33,  5.84it/s, loss=4.578, pair=14.234, adv=2.312, sprd=0.004]
Ep 025/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:33,  5.84it/s, loss=4.683, pair=14.602, adv=2.301, sprd=0.004]
Ep 025/60 [S2:+mat]:  57%|█▏| 252/444 [00:42<00:30,  6.22it/s, loss=4.683, pair=14.602, adv=2.301, sprd=0.004]
Ep 025/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:30,  6.22it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:32,  5.79it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:32,  5.79it/s, loss=1.531, pair=3.949, adv=2.557, sprd=0.008]
Ep 025/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.19it/s, loss=1.531, pair=3.949, adv=2.557, sprd=0.008]
Ep 025/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.19it/s, loss=0.720, pair=1.363, adv=2.303, sprd=0.003]
Ep 025/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:33,  5.72it/s, loss=0.720, pair=1.363, adv=2.303, sprd=0.003]
Ep 025/60 [S2:+mat]:  57%|█▏| 255/444 [00:42<00:33,  5.72it/s, loss=3.890, pair=11.984, adv=2.236, sprd=0.003]
Ep 025/60 [S2:+mat]:  58%|█▏| 256/444 [00:42<00:30,  6.13it/s, loss=3.890, pair=11.984, adv=2.236, sprd=0.003]
Ep 025/60 [S2:+mat]:  58%|█▏| 256/444 [00:43<00:30,  6.13it/s, loss=4.197, pair=12.961, adv=2.365, sprd=0.004]
Ep 025/60 [S2:+mat]:  58%|█▏| 257/444 [00:43<00:31,  5.85it/s, loss=4.197, pair=12.961, adv=2.365, sprd=0.004]
Ep 025/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:31,  5.85it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:29,  6.23it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:29,  6.23it/s, loss=0.829, pair=1.762, adv=2.349, sprd=0.003]
Ep 025/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:30,  5.98it/s, loss=0.829, pair=1.762, adv=2.349, sprd=0.003]
Ep 025/60 [S2:+mat]:  58%|█▏| 259/444 [00:43<00:30,  5.98it/s, loss=5.480, pair=17.234, adv=2.303, sprd=0.003]
Ep 025/60 [S2:+mat]:  59%|█▏| 260/444 [00:43<00:29,  6.33it/s, loss=5.480, pair=17.234, adv=2.303, sprd=0.003]
Ep 025/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.33it/s, loss=2.470, pair=7.105, adv=2.383, sprd=0.004]
Ep 025/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:29,  6.11it/s, loss=2.470, pair=7.105, adv=2.383, sprd=0.004]
Ep 025/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:29,  6.11it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  59%|█▊ | 262/444 [00:43<00:28,  6.45it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:28,  6.45it/s, loss=0.969, pair=2.320, adv=2.020, sprd=0.002]
Ep 025/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:29,  6.09it/s, loss=0.969, pair=2.320, adv=2.020, sprd=0.002]
Ep 025/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:29,  6.09it/s, loss=1.151, pair=2.824, adv=2.280, sprd=0.004]
Ep 025/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:28,  6.41it/s, loss=1.151, pair=2.824, adv=2.280, sprd=0.004]
Ep 025/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:28,  6.41it/s, loss=1.682, pair=4.523, adv=2.437, sprd=0.004]
Ep 025/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.94it/s, loss=1.682, pair=4.523, adv=2.437, sprd=0.004]
Ep 025/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.94it/s, loss=1.161, pair=2.832, adv=2.293, sprd=0.003]
Ep 025/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.30it/s, loss=1.161, pair=2.832, adv=2.293, sprd=0.003]
Ep 025/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.30it/s, loss=0.391, pair=0.325, adv=2.229, sprd=0.003]
Ep 025/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:29,  5.97it/s, loss=0.391, pair=0.325, adv=2.229, sprd=0.003]
Ep 025/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:29,  5.97it/s, loss=0.699, pair=1.324, adv=2.288, sprd=0.003]
Ep 025/60 [S2:+mat]:  60%|█▊ | 268/444 [00:44<00:27,  6.33it/s, loss=0.699, pair=1.324, adv=2.288, sprd=0.003]
Ep 025/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:27,  6.33it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:29,  5.98it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:29,  5.98it/s, loss=0.568, pair=0.856, adv=2.398, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.34it/s, loss=0.568, pair=0.856, adv=2.398, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.34it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.81it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.81it/s, loss=2.610, pair=7.703, adv=2.269, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.21it/s, loss=2.610, pair=7.703, adv=2.269, sprd=0.003]
Ep 025/60 [S2:+mat]:  61%|█▏| 272/444 [00:45<00:27,  6.21it/s, loss=7.072, pair=22.469, adv=2.573, sprd=0.004]
Ep 025/60 [S2:+mat]:  61%|█▏| 273/444 [00:45<00:28,  5.94it/s, loss=7.072, pair=22.469, adv=2.573, sprd=0.004]
Ep 025/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:28,  5.94it/s, loss=0.310, pair=0.091, adv=2.198, sprd=0.003]
Ep 025/60 [S2:+mat]:  62%|█▊ | 274/444 [00:45<00:27,  6.30it/s, loss=0.310, pair=0.091, adv=2.198, sprd=0.003]
Ep 025/60 [S2:+mat]:  62%|█▏| 274/444 [00:46<00:27,  6.30it/s, loss=3.649, pair=11.047, adv=2.623, sprd=0.004]
Ep 025/60 [S2:+mat]:  62%|█▏| 275/444 [00:46<00:28,  5.85it/s, loss=3.649, pair=11.047, adv=2.623, sprd=0.004]
Ep 025/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:28,  5.85it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:26,  6.24it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  62%|█▏| 276/444 [00:46<00:26,  6.24it/s, loss=3.360, pair=10.109, adv=2.417, sprd=0.005]
Ep 025/60 [S2:+mat]:  62%|█▏| 277/444 [00:46<00:28,  5.86it/s, loss=3.360, pair=10.109, adv=2.417, sprd=0.005]
Ep 025/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:28,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:26,  6.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:26,  6.25it/s, loss=0.319, pair=0.075, adv=2.256, sprd=0.003]
Ep 025/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:27,  5.90it/s, loss=0.319, pair=0.075, adv=2.256, sprd=0.003]
Ep 025/60 [S2:+mat]:  63%|█▎| 279/444 [00:46<00:27,  5.90it/s, loss=4.844, pair=15.109, adv=2.447, sprd=0.003]
Ep 025/60 [S2:+mat]:  63%|█▎| 280/444 [00:46<00:26,  6.27it/s, loss=4.844, pair=15.109, adv=2.447, sprd=0.003]
Ep 025/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.27it/s, loss=0.443, pair=0.466, adv=2.289, sprd=0.002]
Ep 025/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:27,  5.88it/s, loss=0.443, pair=0.466, adv=2.289, sprd=0.002]
Ep 025/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:27,  5.88it/s, loss=1.097, pair=2.574, adv=2.562, sprd=0.003]
Ep 025/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:25,  6.25it/s, loss=1.097, pair=2.574, adv=2.562, sprd=0.003]
Ep 025/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:25,  6.25it/s, loss=0.565, pair=0.919, adv=2.213, sprd=0.002]
Ep 025/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:27,  5.94it/s, loss=0.565, pair=0.919, adv=2.213, sprd=0.002]
Ep 025/60 [S2:+mat]:  64%|█▎| 283/444 [00:47<00:27,  5.94it/s, loss=3.984, pair=12.148, adv=2.641, sprd=0.003]
Ep 025/60 [S2:+mat]:  64%|█▎| 284/444 [00:47<00:25,  6.27it/s, loss=3.984, pair=12.148, adv=2.641, sprd=0.003]
Ep 025/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:25,  6.27it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:26,  6.02it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:26,  6.02it/s, loss=0.576, pair=0.913, adv=2.290, sprd=0.003]
Ep 025/60 [S2:+mat]:  64%|█▉ | 286/444 [00:47<00:24,  6.36it/s, loss=0.576, pair=0.913, adv=2.290, sprd=0.003]
Ep 025/60 [S2:+mat]:  64%|█▎| 286/444 [00:48<00:24,  6.36it/s, loss=3.506, pair=10.672, adv=2.323, sprd=0.003]
Ep 025/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:26,  5.82it/s, loss=3.506, pair=10.672, adv=2.323, sprd=0.003]
Ep 025/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:26,  5.82it/s, loss=4.610, pair=14.391, adv=2.195, sprd=0.002]
Ep 025/60 [S2:+mat]:  65%|█▎| 288/444 [00:48<00:25,  6.19it/s, loss=4.610, pair=14.391, adv=2.195, sprd=0.002]
Ep 025/60 [S2:+mat]:  65%|█▎| 288/444 [00:48<00:25,  6.19it/s, loss=3.479, pair=10.594, adv=2.275, sprd=0.002]
Ep 025/60 [S2:+mat]:  65%|█▎| 289/444 [00:48<00:26,  5.84it/s, loss=3.479, pair=10.594, adv=2.275, sprd=0.002]
Ep 025/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:26,  5.84it/s, loss=0.296, pair=0.000, adv=2.206, sprd=0.002]
Ep 025/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:24,  6.22it/s, loss=0.296, pair=0.000, adv=2.206, sprd=0.002]
Ep 025/60 [S2:+mat]:  65%|█▎| 290/444 [00:48<00:24,  6.22it/s, loss=3.637, pair=11.000, adv=2.487, sprd=0.003]
Ep 025/60 [S2:+mat]:  66%|█▎| 291/444 [00:48<00:26,  5.87it/s, loss=3.637, pair=11.000, adv=2.487, sprd=0.003]
Ep 025/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:26,  5.87it/s, loss=0.409, pair=0.184, adv=2.709, sprd=0.004]
Ep 025/60 [S2:+mat]:  66%|█▉ | 292/444 [00:48<00:24,  6.21it/s, loss=0.409, pair=0.184, adv=2.709, sprd=0.004]
Ep 025/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.21it/s, loss=0.276, pair=0.000, adv=2.021, sprd=0.004]
Ep 025/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.72it/s, loss=0.276, pair=0.000, adv=2.021, sprd=0.004]
Ep 025/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.72it/s, loss=0.385, pair=0.200, adv=2.392, sprd=0.003]
Ep 025/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.13it/s, loss=0.385, pair=0.200, adv=2.392, sprd=0.003]
Ep 025/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.13it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.79it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.79it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:24,  6.17it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:24,  6.17it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:25,  5.72it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|█▎| 297/444 [00:49<00:25,  5.72it/s, loss=6.946, pair=22.172, adv=2.206, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|█▎| 298/444 [00:49<00:23,  6.11it/s, loss=6.946, pair=22.172, adv=2.206, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.11it/s, loss=0.488, pair=0.513, adv=2.282, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.78it/s, loss=0.488, pair=0.513, adv=2.282, sprd=0.003]
Ep 025/60 [S2:+mat]:  67%|█▎| 299/444 [00:50<00:25,  5.78it/s, loss=6.364, pair=20.188, adv=2.453, sprd=0.003]
Ep 025/60 [S2:+mat]:  68%|█▎| 300/444 [00:50<00:23,  6.16it/s, loss=6.364, pair=20.188, adv=2.453, sprd=0.003]
Ep 025/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.16it/s, loss=2.556, pair=7.414, adv=2.476, sprd=0.005]
Ep 025/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:24,  5.79it/s, loss=2.556, pair=7.414, adv=2.476, sprd=0.005]
Ep 025/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:24,  5.79it/s, loss=0.455, pair=0.450, adv=2.297, sprd=0.004]
Ep 025/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:23,  6.16it/s, loss=0.455, pair=0.450, adv=2.297, sprd=0.004]
Ep 025/60 [S2:+mat]:  68%|██ | 302/444 [00:50<00:23,  6.16it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  68%|██ | 303/444 [00:50<00:24,  5.85it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  68%|██ | 303/444 [00:50<00:24,  5.85it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  68%|██ | 304/444 [00:50<00:22,  6.23it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:22,  6.23it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:23,  5.90it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:23,  5.90it/s, loss=0.486, pair=0.575, adv=2.479, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:22,  6.26it/s, loss=0.486, pair=0.575, adv=2.479, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|█▍| 306/444 [00:51<00:22,  6.26it/s, loss=6.411, pair=20.109, adv=2.343, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|█▍| 307/444 [00:51<00:23,  5.78it/s, loss=6.411, pair=20.109, adv=2.343, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:23,  5.78it/s, loss=0.321, pair=0.075, adv=2.298, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:22,  6.15it/s, loss=0.321, pair=0.075, adv=2.298, sprd=0.003]
Ep 025/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:22,  6.15it/s, loss=1.613, pair=4.324, adv=2.342, sprd=0.004]
Ep 025/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:24,  5.61it/s, loss=1.613, pair=4.324, adv=2.342, sprd=0.004]
Ep 025/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:24,  5.61it/s, loss=1.691, pair=4.668, adv=2.262, sprd=0.002]
Ep 025/60 [S2:+mat]:  70%|██ | 310/444 [00:51<00:22,  6.04it/s, loss=1.691, pair=4.668, adv=2.262, sprd=0.002]
Ep 025/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:22,  6.04it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:23,  5.70it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:23,  5.70it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:21,  6.10it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  70%|█▍| 312/444 [00:52<00:21,  6.10it/s, loss=4.111, pair=12.703, adv=2.264, sprd=0.003]
Ep 025/60 [S2:+mat]:  70%|█▍| 313/444 [00:52<00:22,  5.84it/s, loss=4.111, pair=12.703, adv=2.264, sprd=0.003]
Ep 025/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:22,  5.84it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.21it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.21it/s, loss=0.602, pair=1.013, adv=2.226, sprd=0.002]
Ep 025/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:22,  5.71it/s, loss=0.602, pair=1.013, adv=2.226, sprd=0.002]
Ep 025/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:22,  5.71it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  71%|██▏| 316/444 [00:52<00:21,  6.09it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:21,  6.09it/s, loss=0.685, pair=1.263, adv=2.374, sprd=0.002]
Ep 025/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:21,  5.83it/s, loss=0.685, pair=1.263, adv=2.374, sprd=0.002]
Ep 025/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:21,  5.83it/s, loss=0.297, pair=0.000, adv=2.313, sprd=0.002]
Ep 025/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:20,  6.21it/s, loss=0.297, pair=0.000, adv=2.313, sprd=0.002]
Ep 025/60 [S2:+mat]:  72%|█▍| 318/444 [00:53<00:20,  6.21it/s, loss=4.691, pair=14.664, adv=2.152, sprd=0.002]
Ep 025/60 [S2:+mat]:  72%|█▍| 319/444 [00:53<00:21,  5.79it/s, loss=4.691, pair=14.664, adv=2.152, sprd=0.002]
Ep 025/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.79it/s, loss=0.526, pair=0.684, adv=2.472, sprd=0.004]
Ep 025/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:20,  6.14it/s, loss=0.526, pair=0.684, adv=2.472, sprd=0.004]
Ep 025/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:20,  6.14it/s, loss=0.293, pair=0.000, adv=2.236, sprd=0.004]
Ep 025/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:21,  5.79it/s, loss=0.293, pair=0.000, adv=2.236, sprd=0.004]
Ep 025/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:21,  5.79it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  73%|██▏| 322/444 [00:53<00:19,  6.20it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.20it/s, loss=1.994, pair=5.168, adv=2.594, sprd=0.003]
Ep 025/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.94it/s, loss=1.994, pair=5.168, adv=2.594, sprd=0.003]
Ep 025/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.94it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.31it/s, loss=2.207, pair=6.324, adv=2.416, sprd=0.003]
Ep 025/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:19,  5.97it/s, loss=2.207, pair=6.324, adv=2.416, sprd=0.003]
Ep 025/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:19,  5.97it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.31it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.31it/s, loss=0.337, pair=0.000, adv=2.596, sprd=0.002]
Ep 025/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:20,  5.78it/s, loss=0.337, pair=0.000, adv=2.596, sprd=0.002]
Ep 025/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:20,  5.78it/s, loss=3.301, pair=9.938, adv=2.473, sprd=0.003]
Ep 025/60 [S2:+mat]:  74%|██▏| 328/444 [00:54<00:18,  6.17it/s, loss=3.301, pair=9.938, adv=2.473, sprd=0.003]
Ep 025/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.17it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.92it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.92it/s, loss=2.564, pair=7.500, adv=2.464, sprd=0.003]
Ep 025/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.26it/s, loss=2.564, pair=7.500, adv=2.464, sprd=0.003]
Ep 025/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.26it/s, loss=0.358, pair=0.000, adv=2.372, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:19,  5.86it/s, loss=0.358, pair=0.000, adv=2.372, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:19,  5.86it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:18,  6.12it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:18,  6.12it/s, loss=0.353, pair=0.128, adv=2.408, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:18,  5.85it/s, loss=0.353, pair=0.128, adv=2.408, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:18,  5.85it/s, loss=0.307, pair=0.000, adv=2.388, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▎| 334/444 [00:55<00:18,  5.99it/s, loss=0.307, pair=0.000, adv=2.388, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:18,  5.99it/s, loss=0.548, pair=0.200, adv=2.311, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.46it/s, loss=0.548, pair=0.200, adv=2.311, sprd=0.002]
Ep 025/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.46it/s, loss=1.230, pair=3.043, adv=2.439, sprd=0.003]
Ep 025/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:19,  5.68it/s, loss=1.230, pair=3.043, adv=2.439, sprd=0.003]
Ep 025/60 [S2:+mat]:  76%|█▌| 336/444 [00:56<00:19,  5.68it/s, loss=5.233, pair=16.312, adv=2.432, sprd=0.003]
Ep 025/60 [S2:+mat]:  76%|█▌| 337/444 [00:56<00:19,  5.42it/s, loss=5.233, pair=16.312, adv=2.432, sprd=0.003]
Ep 025/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:19,  5.42it/s, loss=2.379, pair=6.922, adv=2.379, sprd=0.002]
Ep 025/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:18,  5.76it/s, loss=2.379, pair=6.922, adv=2.379, sprd=0.002]
Ep 025/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:18,  5.76it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:18,  5.55it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:18,  5.55it/s, loss=0.619, pair=1.060, adv=2.346, sprd=0.003]
Ep 025/60 [S2:+mat]:  77%|██▎| 340/444 [00:56<00:17,  5.94it/s, loss=0.619, pair=1.060, adv=2.346, sprd=0.003]
Ep 025/60 [S2:+mat]:  77%|██▎| 340/444 [00:57<00:17,  5.94it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.66it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.66it/s, loss=0.369, pair=0.256, adv=2.236, sprd=0.003]
Ep 025/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.07it/s, loss=0.369, pair=0.256, adv=2.236, sprd=0.003]
Ep 025/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.07it/s, loss=1.055, pair=2.480, adv=2.417, sprd=0.003]
Ep 025/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.68it/s, loss=1.055, pair=2.480, adv=2.417, sprd=0.003]
Ep 025/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.68it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.10it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.10it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:17,  5.51it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:17,  5.51it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 346/444 [00:57<00:16,  5.93it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 346/444 [00:58<00:16,  5.93it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:17,  5.49it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:17,  5.49it/s, loss=0.493, pair=0.690, adv=2.254, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:16,  5.74it/s, loss=0.493, pair=0.690, adv=2.254, sprd=0.003]
Ep 025/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:16,  5.74it/s, loss=0.495, pair=0.653, adv=2.333, sprd=0.003]
Ep 025/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:18,  5.10it/s, loss=0.495, pair=0.653, adv=2.333, sprd=0.003]
Ep 025/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:18,  5.10it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:16,  5.59it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  79%|█▌| 350/444 [00:58<00:16,  5.59it/s, loss=7.056, pair=22.516, adv=2.350, sprd=0.003]
Ep 025/60 [S2:+mat]:  79%|█▌| 351/444 [00:58<00:17,  5.24it/s, loss=7.056, pair=22.516, adv=2.350, sprd=0.003]
Ep 025/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:17,  5.24it/s, loss=0.374, pair=0.137, adv=2.364, sprd=0.002]
Ep 025/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:16,  5.66it/s, loss=0.374, pair=0.137, adv=2.364, sprd=0.002]
Ep 025/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:16,  5.66it/s, loss=0.376, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:17,  5.28it/s, loss=0.376, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:17,  5.28it/s, loss=0.312, pair=0.012, adv=2.338, sprd=0.002]
Ep 025/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:16,  5.58it/s, loss=0.312, pair=0.012, adv=2.338, sprd=0.002]
Ep 025/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:16,  5.58it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:16,  5.37it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:16,  5.37it/s, loss=0.496, pair=0.575, adv=2.547, sprd=0.003]
Ep 025/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:15,  5.67it/s, loss=0.496, pair=0.575, adv=2.547, sprd=0.003]
Ep 025/60 [S2:+mat]:  80%|██▍| 356/444 [01:00<00:15,  5.67it/s, loss=0.325, pair=0.000, adv=2.396, sprd=0.003]
Ep 025/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:16,  5.35it/s, loss=0.325, pair=0.000, adv=2.396, sprd=0.003]
Ep 025/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:16,  5.35it/s, loss=0.283, pair=0.000, adv=2.218, sprd=0.003]
Ep 025/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:15,  5.61it/s, loss=0.283, pair=0.000, adv=2.218, sprd=0.003]
Ep 025/60 [S2:+mat]:  81%|█▌| 358/444 [01:00<00:15,  5.61it/s, loss=3.880, pair=11.984, adv=2.201, sprd=0.002]
Ep 025/60 [S2:+mat]:  81%|█▌| 359/444 [01:00<00:15,  5.32it/s, loss=3.880, pair=11.984, adv=2.201, sprd=0.002]
Ep 025/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:15,  5.32it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:14,  5.60it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:14,  5.60it/s, loss=0.704, pair=1.388, adv=2.240, sprd=0.003]
Ep 025/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:15,  5.38it/s, loss=0.704, pair=1.388, adv=2.240, sprd=0.003]
Ep 025/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:15,  5.38it/s, loss=2.637, pair=7.746, adv=2.489, sprd=0.004]
Ep 025/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:14,  5.63it/s, loss=2.637, pair=7.746, adv=2.489, sprd=0.004]
Ep 025/60 [S2:+mat]:  82%|█▋| 362/444 [01:01<00:14,  5.63it/s, loss=6.076, pair=19.297, adv=2.242, sprd=0.002]
Ep 025/60 [S2:+mat]:  82%|█▋| 363/444 [01:01<00:15,  5.26it/s, loss=6.076, pair=19.297, adv=2.242, sprd=0.002]
Ep 025/60 [S2:+mat]:  82%|██▍| 363/444 [01:01<00:15,  5.26it/s, loss=0.384, pair=0.278, adv=2.311, sprd=0.003]
Ep 025/60 [S2:+mat]:  82%|██▍| 364/444 [01:01<00:14,  5.54it/s, loss=0.384, pair=0.278, adv=2.311, sprd=0.003]
Ep 025/60 [S2:+mat]:  82%|██▍| 364/444 [01:01<00:14,  5.54it/s, loss=3.013, pair=8.984, adv=2.507, sprd=0.004]
Ep 025/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:14,  5.29it/s, loss=3.013, pair=8.984, adv=2.507, sprd=0.004]
Ep 025/60 [S2:+mat]:  82%|█▋| 365/444 [01:01<00:14,  5.29it/s, loss=4.209, pair=13.047, adv=2.286, sprd=0.004]
Ep 025/60 [S2:+mat]:  82%|█▋| 366/444 [01:01<00:13,  5.63it/s, loss=4.209, pair=13.047, adv=2.286, sprd=0.004]
Ep 025/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:13,  5.63it/s, loss=0.420, pair=0.153, adv=2.443, sprd=0.002]
Ep 025/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:14,  5.16it/s, loss=0.420, pair=0.153, adv=2.443, sprd=0.002]
Ep 025/60 [S2:+mat]:  83%|██▍| 367/444 [01:02<00:14,  5.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  83%|██▍| 368/444 [01:02<00:13,  5.52it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  83%|█▋| 368/444 [01:02<00:13,  5.52it/s, loss=4.447, pair=13.703, adv=2.427, sprd=0.003]
Ep 025/60 [S2:+mat]:  83%|█▋| 369/444 [01:02<00:14,  5.26it/s, loss=4.447, pair=13.703, adv=2.427, sprd=0.003]
Ep 025/60 [S2:+mat]:  83%|██▍| 369/444 [01:02<00:14,  5.26it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  83%|██▌| 370/444 [01:02<00:13,  5.60it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  83%|█▋| 370/444 [01:02<00:13,  5.60it/s, loss=5.521, pair=16.422, adv=2.471, sprd=0.003]
Ep 025/60 [S2:+mat]:  84%|█▋| 371/444 [01:02<00:13,  5.25it/s, loss=5.521, pair=16.422, adv=2.471, sprd=0.003]
Ep 025/60 [S2:+mat]:  84%|█▋| 371/444 [01:02<00:13,  5.25it/s, loss=8.118, pair=25.953, adv=2.604, sprd=0.005]
Ep 025/60 [S2:+mat]:  84%|█▋| 372/444 [01:02<00:13,  5.52it/s, loss=8.118, pair=25.953, adv=2.604, sprd=0.005]
Ep 025/60 [S2:+mat]:  84%|██▌| 372/444 [01:03<00:13,  5.52it/s, loss=0.844, pair=1.513, adv=2.505, sprd=0.004]
Ep 025/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:13,  5.17it/s, loss=0.844, pair=1.513, adv=2.505, sprd=0.004]
Ep 025/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:13,  5.17it/s, loss=0.332, pair=0.075, adv=2.395, sprd=0.003]
Ep 025/60 [S2:+mat]:  84%|██▌| 374/444 [01:03<00:12,  5.66it/s, loss=0.332, pair=0.075, adv=2.395, sprd=0.003]
Ep 025/60 [S2:+mat]:  84%|██▌| 374/444 [01:03<00:12,  5.66it/s, loss=2.201, pair=5.918, adv=2.634, sprd=0.003]
Ep 025/60 [S2:+mat]:  84%|██▌| 375/444 [01:03<00:12,  5.37it/s, loss=2.201, pair=5.918, adv=2.634, sprd=0.003]
Ep 025/60 [S2:+mat]:  84%|██▌| 375/444 [01:03<00:12,  5.37it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:12,  5.63it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  85%|█▋| 376/444 [01:03<00:12,  5.63it/s, loss=8.427, pair=27.016, adv=2.557, sprd=0.003]
Ep 025/60 [S2:+mat]:  85%|█▋| 377/444 [01:03<00:12,  5.23it/s, loss=8.427, pair=27.016, adv=2.557, sprd=0.003]
Ep 025/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:12,  5.23it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:11,  5.71it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  85%|██▌| 378/444 [01:04<00:11,  5.71it/s, loss=0.381, pair=0.075, adv=2.674, sprd=0.004]
Ep 025/60 [S2:+mat]:  85%|██▌| 379/444 [01:04<00:11,  5.42it/s, loss=0.381, pair=0.075, adv=2.674, sprd=0.004]
Ep 025/60 [S2:+mat]:  85%|██▌| 379/444 [01:04<00:11,  5.42it/s, loss=2.394, pair=6.984, adv=2.331, sprd=0.003]
Ep 025/60 [S2:+mat]:  86%|██▌| 380/444 [01:04<00:11,  5.80it/s, loss=2.394, pair=6.984, adv=2.331, sprd=0.003]
Ep 025/60 [S2:+mat]:  86%|██▌| 380/444 [01:04<00:11,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  86%|██▌| 381/444 [01:04<00:11,  5.44it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]:  86%|█▋| 381/444 [01:04<00:11,  5.44it/s, loss=5.596, pair=17.641, adv=2.344, sprd=0.004]
Ep 025/60 [S2:+mat]:  86%|█▋| 382/444 [01:04<00:10,  5.67it/s, loss=5.596, pair=17.641, adv=2.344, sprd=0.004]
Ep 025/60 [S2:+mat]:  86%|██▌| 382/444 [01:04<00:10,  5.67it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:11,  5.40it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:11,  5.40it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:10,  5.84it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  86%|▊| 384/444 [01:05<00:10,  5.84it/s, loss=14.202, pair=46.406, adv=2.147, sprd=0.002]
Ep 025/60 [S2:+mat]:  87%|▊| 385/444 [01:05<00:10,  5.50it/s, loss=14.202, pair=46.406, adv=2.147, sprd=0.002]
Ep 025/60 [S2:+mat]:  87%|█▋| 385/444 [01:05<00:10,  5.50it/s, loss=3.927, pair=12.156, adv=2.152, sprd=0.003]
Ep 025/60 [S2:+mat]:  87%|█▋| 386/444 [01:05<00:09,  5.84it/s, loss=3.927, pair=12.156, adv=2.152, sprd=0.003]
Ep 025/60 [S2:+mat]:  87%|██▌| 386/444 [01:05<00:09,  5.84it/s, loss=0.662, pair=1.221, adv=2.337, sprd=0.002]
Ep 025/60 [S2:+mat]:  87%|██▌| 387/444 [01:05<00:10,  5.48it/s, loss=0.662, pair=1.221, adv=2.337, sprd=0.002]
Ep 025/60 [S2:+mat]:  87%|██▌| 387/444 [01:05<00:10,  5.48it/s, loss=0.313, pair=0.075, adv=2.295, sprd=0.003]
Ep 025/60 [S2:+mat]:  87%|██▌| 388/444 [01:05<00:09,  5.70it/s, loss=0.313, pair=0.075, adv=2.295, sprd=0.003]
Ep 025/60 [S2:+mat]:  87%|██▌| 388/444 [01:05<00:09,  5.70it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  88%|██▋| 389/444 [01:05<00:10,  5.22it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  88%|██▋| 389/444 [01:06<00:10,  5.22it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:09,  5.72it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:09,  5.72it/s, loss=1.753, pair=4.855, adv=2.168, sprd=0.004]
Ep 025/60 [S2:+mat]:  88%|██▋| 391/444 [01:06<00:09,  5.45it/s, loss=1.753, pair=4.855, adv=2.168, sprd=0.004]
Ep 025/60 [S2:+mat]:  88%|██▋| 391/444 [01:06<00:09,  5.45it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  88%|██▋| 392/444 [01:06<00:09,  5.67it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  88%|██▋| 392/444 [01:06<00:09,  5.67it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  89%|██▋| 393/444 [01:06<00:09,  5.63it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  89%|██▋| 393/444 [01:06<00:09,  5.63it/s, loss=0.510, pair=0.685, adv=2.438, sprd=0.002]
Ep 025/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:08,  6.02it/s, loss=0.510, pair=0.685, adv=2.438, sprd=0.002]
Ep 025/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:08,  6.02it/s, loss=0.391, pair=0.038, adv=2.423, sprd=0.003]
Ep 025/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.79it/s, loss=0.391, pair=0.038, adv=2.423, sprd=0.003]
Ep 025/60 [S2:+mat]:  89%|██▋| 395/444 [01:07<00:08,  5.79it/s, loss=0.308, pair=0.000, adv=2.466, sprd=0.003]
Ep 025/60 [S2:+mat]:  89%|██▋| 396/444 [01:07<00:07,  6.18it/s, loss=0.308, pair=0.000, adv=2.466, sprd=0.003]
Ep 025/60 [S2:+mat]:  89%|█▊| 396/444 [01:07<00:07,  6.18it/s, loss=4.079, pair=12.625, adv=2.256, sprd=0.002]
Ep 025/60 [S2:+mat]:  89%|█▊| 397/444 [01:07<00:08,  5.82it/s, loss=4.079, pair=12.625, adv=2.256, sprd=0.002]
Ep 025/60 [S2:+mat]:  89%|██▋| 397/444 [01:07<00:08,  5.82it/s, loss=1.194, pair=2.965, adv=2.403, sprd=0.002]
Ep 025/60 [S2:+mat]:  90%|██▋| 398/444 [01:07<00:07,  6.18it/s, loss=1.194, pair=2.965, adv=2.403, sprd=0.002]
Ep 025/60 [S2:+mat]:  90%|██▋| 398/444 [01:07<00:07,  6.18it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  90%|██▋| 399/444 [01:07<00:07,  5.83it/s, loss=0.165, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  90%|██▋| 399/444 [01:07<00:07,  5.83it/s, loss=1.528, pair=4.082, adv=2.433, sprd=0.002]
Ep 025/60 [S2:+mat]:  90%|██▋| 400/444 [01:07<00:07,  6.20it/s, loss=1.528, pair=4.082, adv=2.433, sprd=0.002]
Ep 025/60 [S2:+mat]:  90%|█▊| 400/444 [01:07<00:07,  6.20it/s, loss=4.239, pair=13.109, adv=2.321, sprd=0.003]
Ep 025/60 [S2:+mat]:  90%|█▊| 401/444 [01:07<00:07,  5.83it/s, loss=4.239, pair=13.109, adv=2.321, sprd=0.003]
Ep 025/60 [S2:+mat]:  90%|██▋| 401/444 [01:08<00:07,  5.83it/s, loss=2.235, pair=6.418, adv=2.469, sprd=0.002]
Ep 025/60 [S2:+mat]:  91%|██▋| 402/444 [01:08<00:06,  6.18it/s, loss=2.235, pair=6.418, adv=2.469, sprd=0.002]
Ep 025/60 [S2:+mat]:  91%|██▋| 402/444 [01:08<00:06,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  91%|██▋| 403/444 [01:08<00:06,  5.88it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  91%|██▋| 403/444 [01:08<00:06,  5.88it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  91%|██▋| 404/444 [01:08<00:06,  6.25it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  91%|██▋| 404/444 [01:08<00:06,  6.25it/s, loss=1.303, pair=3.246, adv=2.649, sprd=0.003]
Ep 025/60 [S2:+mat]:  91%|██▋| 405/444 [01:08<00:06,  5.66it/s, loss=1.303, pair=3.246, adv=2.649, sprd=0.003]
Ep 025/60 [S2:+mat]:  91%|█▊| 405/444 [01:08<00:06,  5.66it/s, loss=3.554, pair=10.883, adv=2.259, sprd=0.003]
Ep 025/60 [S2:+mat]:  91%|█▊| 406/444 [01:08<00:06,  6.07it/s, loss=3.554, pair=10.883, adv=2.259, sprd=0.003]
Ep 025/60 [S2:+mat]:  91%|█▊| 406/444 [01:08<00:06,  6.07it/s, loss=4.158, pair=12.859, adv=2.335, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|█▊| 407/444 [01:08<00:06,  5.65it/s, loss=4.158, pair=12.859, adv=2.335, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|██▊| 407/444 [01:09<00:06,  5.65it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|██▊| 408/444 [01:09<00:05,  6.05it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|█▊| 408/444 [01:09<00:05,  6.05it/s, loss=6.425, pair=20.234, adv=2.493, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|█▊| 409/444 [01:09<00:06,  5.75it/s, loss=6.425, pair=20.234, adv=2.493, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|█▊| 409/444 [01:09<00:06,  5.75it/s, loss=5.818, pair=18.359, adv=2.401, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|█▊| 410/444 [01:09<00:05,  6.14it/s, loss=5.818, pair=18.359, adv=2.401, sprd=0.003]
Ep 025/60 [S2:+mat]:  92%|██▊| 410/444 [01:09<00:05,  6.14it/s, loss=0.407, pair=0.122, adv=2.359, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|██▊| 411/444 [01:09<00:05,  5.80it/s, loss=0.407, pair=0.122, adv=2.359, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|██▊| 411/444 [01:09<00:05,  5.80it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|██▊| 412/444 [01:09<00:05,  6.19it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|██▊| 412/444 [01:09<00:05,  6.19it/s, loss=3.154, pair=9.438, adv=2.327, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.70it/s, loss=3.154, pair=9.438, adv=2.327, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|██▊| 413/444 [01:10<00:05,  5.70it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  93%|██▊| 414/444 [01:10<00:04,  6.10it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  93%|█▊| 414/444 [01:10<00:04,  6.10it/s, loss=6.249, pair=19.641, adv=2.181, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|█▊| 415/444 [01:10<00:05,  5.66it/s, loss=6.249, pair=19.641, adv=2.181, sprd=0.002]
Ep 025/60 [S2:+mat]:  93%|██▊| 415/444 [01:10<00:05,  5.66it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  94%|██▊| 416/444 [01:10<00:04,  6.09it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  94%|██▊| 416/444 [01:10<00:04,  6.09it/s, loss=0.356, pair=0.169, adv=2.198, sprd=0.002]
Ep 025/60 [S2:+mat]:  94%|██▊| 417/444 [01:10<00:04,  5.68it/s, loss=0.356, pair=0.169, adv=2.198, sprd=0.002]
Ep 025/60 [S2:+mat]:  94%|██▊| 417/444 [01:10<00:04,  5.68it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  94%|██▊| 418/444 [01:10<00:04,  6.10it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 025/60 [S2:+mat]:  94%|██▊| 418/444 [01:10<00:04,  6.10it/s, loss=1.414, pair=3.699, adv=2.366, sprd=0.003]
Ep 025/60 [S2:+mat]:  94%|██▊| 419/444 [01:10<00:04,  5.68it/s, loss=1.414, pair=3.699, adv=2.366, sprd=0.003]
Ep 025/60 [S2:+mat]:  94%|██▊| 419/444 [01:11<00:04,  5.68it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  95%|██▊| 420/444 [01:11<00:03,  6.10it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  95%|██▊| 420/444 [01:11<00:03,  6.10it/s, loss=0.674, pair=1.231, adv=2.327, sprd=0.004]
Ep 025/60 [S2:+mat]:  95%|██▊| 421/444 [01:11<00:03,  5.83it/s, loss=0.674, pair=1.231, adv=2.327, sprd=0.004]
Ep 025/60 [S2:+mat]:  95%|██▊| 421/444 [01:11<00:03,  5.83it/s, loss=0.469, pair=0.491, adv=2.496, sprd=0.004]
Ep 025/60 [S2:+mat]:  95%|██▊| 422/444 [01:11<00:03,  6.18it/s, loss=0.469, pair=0.491, adv=2.496, sprd=0.004]
Ep 025/60 [S2:+mat]:  95%|██▊| 422/444 [01:11<00:03,  6.18it/s, loss=0.547, pair=0.575, adv=2.316, sprd=0.003]
Ep 025/60 [S2:+mat]:  95%|██▊| 423/444 [01:11<00:03,  5.89it/s, loss=0.547, pair=0.575, adv=2.316, sprd=0.003]
Ep 025/60 [S2:+mat]:  95%|██▊| 423/444 [01:11<00:03,  5.89it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  95%|██▊| 424/444 [01:11<00:03,  6.25it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]:  95%|█▉| 424/444 [01:11<00:03,  6.25it/s, loss=4.958, pair=15.281, adv=2.247, sprd=0.003]
Ep 025/60 [S2:+mat]:  96%|█▉| 425/444 [01:11<00:03,  5.53it/s, loss=4.958, pair=15.281, adv=2.247, sprd=0.003]
Ep 025/60 [S2:+mat]:  96%|█▉| 425/444 [01:12<00:03,  5.53it/s, loss=8.525, pair=27.281, adv=2.801, sprd=0.004]
Ep 025/60 [S2:+mat]:  96%|█▉| 426/444 [01:12<00:03,  5.73it/s, loss=8.525, pair=27.281, adv=2.801, sprd=0.004]
Ep 025/60 [S2:+mat]:  96%|██▉| 426/444 [01:12<00:03,  5.73it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  96%|██▉| 427/444 [01:12<00:03,  5.58it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  96%|█▉| 427/444 [01:12<00:03,  5.58it/s, loss=3.651, pair=11.031, adv=2.731, sprd=0.003]
Ep 025/60 [S2:+mat]:  96%|█▉| 428/444 [01:12<00:02,  5.81it/s, loss=3.651, pair=11.031, adv=2.731, sprd=0.003]
Ep 025/60 [S2:+mat]:  96%|██▉| 428/444 [01:12<00:02,  5.81it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  97%|██▉| 429/444 [01:12<00:02,  5.37it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 025/60 [S2:+mat]:  97%|█▉| 429/444 [01:12<00:02,  5.37it/s, loss=4.351, pair=13.406, adv=2.536, sprd=0.005]
Ep 025/60 [S2:+mat]:  97%|█▉| 430/444 [01:12<00:02,  5.66it/s, loss=4.351, pair=13.406, adv=2.536, sprd=0.005]
Ep 025/60 [S2:+mat]:  97%|██▉| 430/444 [01:13<00:02,  5.66it/s, loss=1.849, pair=5.199, adv=2.288, sprd=0.003]
Ep 025/60 [S2:+mat]:  97%|██▉| 431/444 [01:13<00:02,  5.29it/s, loss=1.849, pair=5.199, adv=2.288, sprd=0.003]
Ep 025/60 [S2:+mat]:  97%|██▉| 431/444 [01:13<00:02,  5.29it/s, loss=1.144, pair=2.762, adv=2.490, sprd=0.003]
Ep 025/60 [S2:+mat]:  97%|██▉| 432/444 [01:13<00:02,  5.57it/s, loss=1.144, pair=2.762, adv=2.490, sprd=0.003]
Ep 025/60 [S2:+mat]:  97%|██▉| 432/444 [01:13<00:02,  5.57it/s, loss=0.535, pair=0.200, adv=2.449, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|██▉| 433/444 [01:13<00:02,  5.17it/s, loss=0.535, pair=0.200, adv=2.449, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|██▉| 433/444 [01:13<00:02,  5.17it/s, loss=0.466, pair=0.591, adv=2.248, sprd=0.002]
Ep 025/60 [S2:+mat]:  98%|██▉| 434/444 [01:13<00:01,  5.50it/s, loss=0.466, pair=0.591, adv=2.248, sprd=0.002]
Ep 025/60 [S2:+mat]:  98%|█▉| 434/444 [01:13<00:01,  5.50it/s, loss=4.388, pair=13.391, adv=2.296, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|█▉| 435/444 [01:13<00:01,  5.17it/s, loss=4.388, pair=13.391, adv=2.296, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|██▉| 435/444 [01:13<00:01,  5.17it/s, loss=0.949, pair=2.105, adv=2.494, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|██▉| 436/444 [01:13<00:01,  5.51it/s, loss=0.949, pair=2.105, adv=2.494, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|██▉| 436/444 [01:14<00:01,  5.51it/s, loss=1.990, pair=5.598, adv=2.340, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|██▉| 437/444 [01:14<00:01,  5.27it/s, loss=1.990, pair=5.598, adv=2.340, sprd=0.003]
Ep 025/60 [S2:+mat]:  98%|█▉| 437/444 [01:14<00:01,  5.27it/s, loss=7.995, pair=25.672, adv=2.227, sprd=0.003]
Ep 025/60 [S2:+mat]:  99%|█▉| 438/444 [01:14<00:01,  5.76it/s, loss=7.995, pair=25.672, adv=2.227, sprd=0.003]
Ep 025/60 [S2:+mat]:  99%|██▉| 438/444 [01:14<00:01,  5.76it/s, loss=3.245, pair=9.766, adv=2.358, sprd=0.004]
Ep 025/60 [S2:+mat]:  99%|██▉| 439/444 [01:14<00:00,  5.46it/s, loss=3.245, pair=9.766, adv=2.358, sprd=0.004]
Ep 025/60 [S2:+mat]:  99%|██▉| 439/444 [01:14<00:00,  5.46it/s, loss=0.756, pair=1.525, adv=2.284, sprd=0.003]
Ep 025/60 [S2:+mat]:  99%|██▉| 440/444 [01:14<00:00,  5.71it/s, loss=0.756, pair=1.525, adv=2.284, sprd=0.003]
Ep 025/60 [S2:+mat]:  99%|██▉| 440/444 [01:14<00:00,  5.71it/s, loss=2.446, pair=6.875, adv=2.406, sprd=0.004]
Ep 025/60 [S2:+mat]:  99%|██▉| 441/444 [01:14<00:00,  5.24it/s, loss=2.446, pair=6.875, adv=2.406, sprd=0.004]
Ep 025/60 [S2:+mat]:  99%|██▉| 441/444 [01:15<00:00,  5.24it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]: 100%|██▉| 442/444 [01:15<00:00,  5.51it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.005]
Ep 025/60 [S2:+mat]: 100%|██▉| 442/444 [01:15<00:00,  5.51it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]: 100%|██▉| 443/444 [01:15<00:00,  4.98it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 025/60 [S2:+mat]: 100%|██▉| 443/444 [01:15<00:00,  4.98it/s, loss=1.677, pair=4.527, adv=2.377, sprd=0.005]
Ep 025/60 [S2:+mat]: 100%|███| 444/444 [01:15<00:00,  5.37it/s, loss=1.677, pair=4.527, adv=2.377, sprd=0.005]
                                                                                                              
Epoch 025/60 [S2:+mat]  loss=1.6923  mat=0.1768  sens=5.2920  pair=4.7960  adv=1.6532(rand=3.37)  deg=0.0159  orth=0.0085  spread=0.0029  q_mean=52.7  q_std=21.1  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.72e-05  75s

Ep 026/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 026/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.006]
Ep 026/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:49,  2.62it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.006]
Ep 026/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:49,  2.62it/s, loss=1.303, pair=3.383, adv=2.211, sprd=0.003]
Ep 026/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:45,  4.19it/s, loss=1.303, pair=3.383, adv=2.211, sprd=0.003]
Ep 026/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:45,  4.19it/s, loss=2.482, pair=7.000, adv=2.446, sprd=0.004]
Ep 026/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:38,  4.47it/s, loss=2.482, pair=7.000, adv=2.446, sprd=0.004]
Ep 026/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:38,  4.47it/s, loss=0.306, pair=0.012, adv=2.348, sprd=0.003]
Ep 026/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:27,  5.04it/s, loss=0.306, pair=0.012, adv=2.348, sprd=0.003]
Ep 026/60 [S2:+mat]:   1%|    | 4/444 [00:01<01:27,  5.04it/s, loss=3.340, pair=10.062, adv=2.463, sprd=0.003]
Ep 026/60 [S2:+mat]:   1%|    | 5/444 [00:01<01:33,  4.69it/s, loss=3.340, pair=10.062, adv=2.463, sprd=0.003]
Ep 026/60 [S2:+mat]:   1%|    | 5/444 [00:01<01:33,  4.69it/s, loss=3.467, pair=10.625, adv=2.103, sprd=0.003]
Ep 026/60 [S2:+mat]:   1%|    | 6/444 [00:01<01:23,  5.24it/s, loss=3.467, pair=10.625, adv=2.103, sprd=0.003]
Ep 026/60 [S2:+mat]:   1%|    | 6/444 [00:01<01:23,  5.24it/s, loss=4.646, pair=14.422, adv=2.531, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|    | 7/444 [00:01<01:24,  5.15it/s, loss=4.646, pair=14.422, adv=2.531, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:24,  5.15it/s, loss=2.700, pair=8.031, adv=2.145, sprd=0.002]
Ep 026/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:16,  5.67it/s, loss=2.700, pair=8.031, adv=2.145, sprd=0.002]
Ep 026/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:16,  5.67it/s, loss=0.209, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:19,  5.47it/s, loss=0.209, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:19,  5.47it/s, loss=4.624, pair=14.359, adv=2.323, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|   | 10/444 [00:01<01:13,  5.93it/s, loss=4.624, pair=14.359, adv=2.323, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|    | 10/444 [00:02<01:13,  5.93it/s, loss=1.762, pair=4.680, adv=2.139, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:16,  5.66it/s, loss=1.762, pair=4.680, adv=2.139, sprd=0.003]
Ep 026/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:16,  5.66it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:11,  6.08it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:11,  6.08it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:15,  5.73it/s, loss=0.185, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:15,  5.73it/s, loss=2.265, pair=6.531, adv=2.230, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.11it/s, loss=2.265, pair=6.531, adv=2.230, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:10,  6.11it/s, loss=6.639, pair=20.859, adv=2.353, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|   | 15/444 [00:02<01:16,  5.61it/s, loss=6.639, pair=20.859, adv=2.353, sprd=0.003]
Ep 026/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:16,  5.61it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:13,  5.84it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:13,  5.84it/s, loss=1.192, pair=2.895, adv=2.491, sprd=0.003]
Ep 026/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:19,  5.39it/s, loss=1.192, pair=2.895, adv=2.491, sprd=0.003]
Ep 026/60 [S2:+mat]:   4%|   | 17/444 [00:03<01:19,  5.39it/s, loss=4.431, pair=13.734, adv=2.357, sprd=0.004]
Ep 026/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:13,  5.83it/s, loss=4.431, pair=13.734, adv=2.357, sprd=0.004]
Ep 026/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:13,  5.83it/s, loss=1.535, pair=4.027, adv=2.461, sprd=0.005]
Ep 026/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:18,  5.44it/s, loss=1.535, pair=4.027, adv=2.461, sprd=0.005]
Ep 026/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:18,  5.44it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:14,  5.70it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏  | 20/444 [00:03<01:14,  5.70it/s, loss=3.609, pair=10.938, adv=2.413, sprd=0.004]
Ep 026/60 [S2:+mat]:   5%|▏  | 21/444 [00:03<01:19,  5.30it/s, loss=3.609, pair=10.938, adv=2.413, sprd=0.004]
Ep 026/60 [S2:+mat]:   5%|▏   | 21/444 [00:04<01:19,  5.30it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:15,  5.61it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:15,  5.61it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:17,  5.40it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:17,  5.40it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:12,  5.81it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:12,  5.81it/s, loss=2.088, pair=5.875, adv=2.505, sprd=0.003]
Ep 026/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:16,  5.47it/s, loss=2.088, pair=5.875, adv=2.505, sprd=0.003]
Ep 026/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:16,  5.47it/s, loss=1.690, pair=4.574, adv=2.465, sprd=0.004]
Ep 026/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:13,  5.68it/s, loss=1.690, pair=4.574, adv=2.465, sprd=0.004]
Ep 026/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:13,  5.68it/s, loss=0.484, pair=0.513, adv=2.559, sprd=0.003]
Ep 026/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:16,  5.45it/s, loss=0.484, pair=0.513, adv=2.559, sprd=0.003]
Ep 026/60 [S2:+mat]:   6%|▏  | 27/444 [00:05<01:16,  5.45it/s, loss=3.639, pair=11.109, adv=2.425, sprd=0.003]
Ep 026/60 [S2:+mat]:   6%|▏  | 28/444 [00:05<01:11,  5.85it/s, loss=3.639, pair=11.109, adv=2.425, sprd=0.003]
Ep 026/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:11,  5.85it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:15,  5.51it/s, loss=0.113, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:15,  5.51it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:11,  5.80it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   7%|▏ | 30/444 [00:05<01:11,  5.80it/s, loss=11.745, pair=37.906, adv=2.323, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▏ | 31/444 [00:05<01:17,  5.32it/s, loss=11.745, pair=37.906, adv=2.323, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:17,  5.32it/s, loss=5.115, pair=15.984, adv=2.468, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▏  | 32/444 [00:05<01:12,  5.71it/s, loss=5.115, pair=15.984, adv=2.468, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▎   | 32/444 [00:06<01:12,  5.71it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▎   | 33/444 [00:06<01:15,  5.46it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   7%|▎   | 33/444 [00:06<01:15,  5.46it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:12,  5.68it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:12,  5.68it/s, loss=2.291, pair=6.598, adv=2.366, sprd=0.003]
Ep 026/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:17,  5.29it/s, loss=2.291, pair=6.598, adv=2.366, sprd=0.003]
Ep 026/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:17,  5.29it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:11,  5.68it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:11,  5.68it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:18,  5.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:18,  5.18it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:11,  5.69it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▎   | 38/444 [00:07<01:11,  5.69it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   9%|▎   | 39/444 [00:07<01:16,  5.27it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:   9%|▎   | 39/444 [00:07<01:16,  5.27it/s, loss=1.706, pair=4.629, adv=2.399, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:12,  5.54it/s, loss=1.706, pair=4.629, adv=2.399, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:12,  5.54it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:14,  5.42it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:14,  5.42it/s, loss=0.355, pair=0.106, adv=2.536, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:09,  5.81it/s, loss=0.355, pair=0.106, adv=2.536, sprd=0.003]
Ep 026/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:09,  5.81it/s, loss=0.349, pair=0.169, adv=2.221, sprd=0.003]
Ep 026/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:14,  5.40it/s, loss=0.349, pair=0.169, adv=2.221, sprd=0.003]
Ep 026/60 [S2:+mat]:  10%|▍   | 43/444 [00:08<01:14,  5.40it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  10%|▍   | 44/444 [00:08<01:09,  5.77it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  10%|▍   | 44/444 [00:08<01:09,  5.77it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  10%|▍   | 45/444 [00:08<01:11,  5.54it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  10%|▍   | 45/444 [00:08<01:11,  5.54it/s, loss=0.308, pair=0.000, adv=2.397, sprd=0.003]
Ep 026/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:07,  5.89it/s, loss=0.308, pair=0.000, adv=2.397, sprd=0.003]
Ep 026/60 [S2:+mat]:  10%|▎  | 46/444 [00:08<01:07,  5.89it/s, loss=4.156, pair=12.734, adv=2.571, sprd=0.004]
Ep 026/60 [S2:+mat]:  11%|▎  | 47/444 [00:08<01:10,  5.65it/s, loss=4.156, pair=12.734, adv=2.571, sprd=0.004]
Ep 026/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:10,  5.65it/s, loss=1.355, pair=3.449, adv=2.500, sprd=0.003]
Ep 026/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:05,  6.07it/s, loss=1.355, pair=3.449, adv=2.500, sprd=0.003]
Ep 026/60 [S2:+mat]:  11%|▎  | 48/444 [00:08<01:05,  6.07it/s, loss=5.645, pair=17.719, adv=2.332, sprd=0.002]
Ep 026/60 [S2:+mat]:  11%|▎  | 49/444 [00:08<01:07,  5.82it/s, loss=5.645, pair=17.719, adv=2.332, sprd=0.002]
Ep 026/60 [S2:+mat]:  11%|▍   | 49/444 [00:09<01:07,  5.82it/s, loss=2.751, pair=8.125, adv=2.519, sprd=0.002]
Ep 026/60 [S2:+mat]:  11%|▍   | 50/444 [00:09<01:03,  6.21it/s, loss=2.751, pair=8.125, adv=2.519, sprd=0.002]
Ep 026/60 [S2:+mat]:  11%|▍   | 50/444 [00:09<01:03,  6.21it/s, loss=2.906, pair=8.633, adv=2.333, sprd=0.003]
Ep 026/60 [S2:+mat]:  11%|▍   | 51/444 [00:09<01:09,  5.63it/s, loss=2.906, pair=8.633, adv=2.333, sprd=0.003]
Ep 026/60 [S2:+mat]:  11%|▍   | 51/444 [00:09<01:09,  5.63it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:04,  6.03it/s, loss=0.169, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:04,  6.03it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:07,  5.80it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:07,  5.80it/s, loss=0.443, pair=0.450, adv=2.368, sprd=0.004]
Ep 026/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.16it/s, loss=0.443, pair=0.450, adv=2.368, sprd=0.004]
Ep 026/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.16it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:05,  5.93it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  12%|▍   | 55/444 [00:10<01:05,  5.93it/s, loss=0.499, pair=0.560, adv=2.473, sprd=0.003]
Ep 026/60 [S2:+mat]:  13%|▌   | 56/444 [00:10<01:01,  6.29it/s, loss=0.499, pair=0.560, adv=2.473, sprd=0.003]
Ep 026/60 [S2:+mat]:  13%|▌   | 56/444 [00:10<01:01,  6.29it/s, loss=0.836, pair=1.497, adv=2.281, sprd=0.002]
Ep 026/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:04,  6.03it/s, loss=0.836, pair=1.497, adv=2.281, sprd=0.002]
Ep 026/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:04,  6.03it/s, loss=0.635, pair=1.106, adv=2.294, sprd=0.002]
Ep 026/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:00,  6.37it/s, loss=0.635, pair=1.106, adv=2.294, sprd=0.002]
Ep 026/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:00,  6.37it/s, loss=0.321, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:04,  5.94it/s, loss=0.321, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:04,  5.94it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:00,  6.31it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:00,  6.31it/s, loss=0.322, pair=0.044, adv=2.457, sprd=0.004]
Ep 026/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:06,  5.75it/s, loss=0.322, pair=0.044, adv=2.457, sprd=0.004]
Ep 026/60 [S2:+mat]:  14%|▌   | 61/444 [00:11<01:06,  5.75it/s, loss=0.343, pair=0.044, adv=2.580, sprd=0.003]
Ep 026/60 [S2:+mat]:  14%|▌   | 62/444 [00:11<01:02,  6.15it/s, loss=0.343, pair=0.044, adv=2.580, sprd=0.003]
Ep 026/60 [S2:+mat]:  14%|▌   | 62/444 [00:11<01:02,  6.15it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:06,  5.75it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:06,  5.75it/s, loss=3.158, pair=9.539, adv=2.239, sprd=0.002]
Ep 026/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:01,  6.13it/s, loss=3.158, pair=9.539, adv=2.239, sprd=0.002]
Ep 026/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:01,  6.13it/s, loss=0.362, pair=0.137, adv=2.557, sprd=0.004]
Ep 026/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:04,  5.85it/s, loss=0.362, pair=0.137, adv=2.557, sprd=0.004]
Ep 026/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:04,  5.85it/s, loss=1.009, pair=2.387, adv=2.321, sprd=0.002]
Ep 026/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.22it/s, loss=1.009, pair=2.387, adv=2.321, sprd=0.002]
Ep 026/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.22it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:05,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  15%|▍  | 67/444 [00:12<01:05,  5.74it/s, loss=3.464, pair=10.469, adv=2.416, sprd=0.003]
Ep 026/60 [S2:+mat]:  15%|▍  | 68/444 [00:12<01:01,  6.14it/s, loss=3.464, pair=10.469, adv=2.416, sprd=0.003]
Ep 026/60 [S2:+mat]:  15%|▌   | 68/444 [00:12<01:01,  6.14it/s, loss=0.909, pair=2.074, adv=2.170, sprd=0.002]
Ep 026/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:04,  5.80it/s, loss=0.909, pair=2.074, adv=2.170, sprd=0.002]
Ep 026/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:04,  5.80it/s, loss=0.733, pair=1.396, adv=2.469, sprd=0.003]
Ep 026/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:00,  6.15it/s, loss=0.733, pair=1.396, adv=2.469, sprd=0.003]
Ep 026/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:00,  6.15it/s, loss=2.953, pair=8.812, adv=2.396, sprd=0.003]
Ep 026/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:06,  5.62it/s, loss=2.953, pair=8.812, adv=2.396, sprd=0.003]
Ep 026/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:06,  5.62it/s, loss=0.457, pair=0.591, adv=2.128, sprd=0.002]
Ep 026/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:01,  6.04it/s, loss=0.457, pair=0.591, adv=2.128, sprd=0.002]
Ep 026/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:01,  6.04it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:04,  5.74it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  16%|▍  | 73/444 [00:13<01:04,  5.74it/s, loss=5.279, pair=16.562, adv=2.466, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▌  | 74/444 [00:13<01:00,  6.15it/s, loss=5.279, pair=16.562, adv=2.466, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▋   | 74/444 [00:13<01:00,  6.15it/s, loss=0.414, pair=0.403, adv=2.249, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▋   | 75/444 [00:13<01:03,  5.83it/s, loss=0.414, pair=0.403, adv=2.249, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▋   | 75/444 [00:13<01:03,  5.83it/s, loss=0.819, pair=1.700, adv=2.456, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<00:59,  6.21it/s, loss=0.819, pair=1.700, adv=2.456, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<00:59,  6.21it/s, loss=0.564, pair=0.903, adv=2.203, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:02,  5.89it/s, loss=0.564, pair=0.903, adv=2.203, sprd=0.002]
Ep 026/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:02,  5.89it/s, loss=0.298, pair=0.000, adv=2.315, sprd=0.002]
Ep 026/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:58,  6.25it/s, loss=0.298, pair=0.000, adv=2.315, sprd=0.002]
Ep 026/60 [S2:+mat]:  18%|▎ | 78/444 [00:13<00:58,  6.25it/s, loss=15.018, pair=49.062, adv=2.275, sprd=0.002]
Ep 026/60 [S2:+mat]:  18%|▎ | 79/444 [00:13<01:01,  5.90it/s, loss=15.018, pair=49.062, adv=2.275, sprd=0.002]
Ep 026/60 [S2:+mat]:  18%|▋   | 79/444 [00:14<01:01,  5.90it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<00:57,  6.28it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<00:57,  6.28it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:00,  6.02it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:00,  6.02it/s, loss=0.363, pair=0.194, adv=2.270, sprd=0.004]
Ep 026/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<00:56,  6.37it/s, loss=0.363, pair=0.194, adv=2.270, sprd=0.004]
Ep 026/60 [S2:+mat]:  18%|▌  | 82/444 [00:14<00:56,  6.37it/s, loss=3.821, pair=11.641, adv=2.564, sprd=0.002]
Ep 026/60 [S2:+mat]:  19%|▌  | 83/444 [00:14<01:01,  5.89it/s, loss=3.821, pair=11.641, adv=2.564, sprd=0.002]
Ep 026/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:01,  5.89it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.26it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.26it/s, loss=0.310, pair=0.012, adv=2.353, sprd=0.003]
Ep 026/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:02,  5.78it/s, loss=0.310, pair=0.012, adv=2.353, sprd=0.003]
Ep 026/60 [S2:+mat]:  19%|▌  | 85/444 [00:15<01:02,  5.78it/s, loss=3.322, pair=10.109, adv=2.213, sprd=0.003]
Ep 026/60 [S2:+mat]:  19%|▌  | 86/444 [00:15<00:58,  6.16it/s, loss=3.322, pair=10.109, adv=2.213, sprd=0.003]
Ep 026/60 [S2:+mat]:  19%|▊   | 86/444 [00:15<00:58,  6.16it/s, loss=0.453, pair=0.450, adv=2.320, sprd=0.004]
Ep 026/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<00:59,  5.96it/s, loss=0.453, pair=0.450, adv=2.320, sprd=0.004]
Ep 026/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<00:59,  5.96it/s, loss=0.351, pair=0.169, adv=2.402, sprd=0.003]
Ep 026/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<00:56,  6.30it/s, loss=0.351, pair=0.169, adv=2.402, sprd=0.003]
Ep 026/60 [S2:+mat]:  20%|▌  | 88/444 [00:15<00:56,  6.30it/s, loss=5.428, pair=17.062, adv=2.368, sprd=0.003]
Ep 026/60 [S2:+mat]:  20%|▌  | 89/444 [00:15<01:00,  5.88it/s, loss=5.428, pair=17.062, adv=2.368, sprd=0.003]
Ep 026/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:00,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:56,  6.25it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:56,  6.25it/s, loss=1.996, pair=5.629, adv=2.413, sprd=0.003]
Ep 026/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<00:59,  5.98it/s, loss=1.996, pair=5.629, adv=2.413, sprd=0.003]
Ep 026/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<00:59,  5.98it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:55,  6.33it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  21%|▊   | 92/444 [00:16<00:55,  6.33it/s, loss=0.330, pair=0.012, adv=2.522, sprd=0.002]
Ep 026/60 [S2:+mat]:  21%|▊   | 93/444 [00:16<00:59,  5.91it/s, loss=0.330, pair=0.012, adv=2.522, sprd=0.002]
Ep 026/60 [S2:+mat]:  21%|▊   | 93/444 [00:16<00:59,  5.91it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<00:55,  6.29it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  21%|▋  | 94/444 [00:16<00:55,  6.29it/s, loss=4.097, pair=12.609, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  21%|▋  | 95/444 [00:16<00:58,  5.98it/s, loss=4.097, pair=12.609, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:58,  5.98it/s, loss=0.366, pair=0.137, adv=2.643, sprd=0.003]
Ep 026/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.30it/s, loss=0.366, pair=0.137, adv=2.643, sprd=0.003]
Ep 026/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.30it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:57,  5.99it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:57,  5.99it/s, loss=1.893, pair=5.324, adv=2.301, sprd=0.002]
Ep 026/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:54,  6.35it/s, loss=1.893, pair=5.324, adv=2.301, sprd=0.002]
Ep 026/60 [S2:+mat]:  22%|▉   | 98/444 [00:17<00:54,  6.35it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<00:58,  5.89it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<00:58,  5.89it/s, loss=0.969, pair=2.215, adv=2.419, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:54,  6.27it/s, loss=0.969, pair=2.215, adv=2.419, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:54,  6.27it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.83it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.83it/s, loss=1.190, pair=2.949, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.22it/s, loss=1.190, pair=2.949, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.22it/s, loss=1.716, pair=4.699, adv=2.370, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<01:00,  5.66it/s, loss=1.716, pair=4.699, adv=2.370, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<01:00,  5.66it/s, loss=0.299, pair=0.000, adv=2.382, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:55,  6.08it/s, loss=0.299, pair=0.000, adv=2.382, sprd=0.003]
Ep 026/60 [S2:+mat]:  23%|▍ | 104/444 [00:18<00:55,  6.08it/s, loss=4.826, pair=15.125, adv=2.255, sprd=0.003]
Ep 026/60 [S2:+mat]:  24%|▍ | 105/444 [00:18<00:58,  5.75it/s, loss=4.826, pair=15.125, adv=2.255, sprd=0.003]
Ep 026/60 [S2:+mat]:  24%|▋  | 105/444 [00:18<00:58,  5.75it/s, loss=1.018, pair=2.355, adv=2.554, sprd=0.002]
Ep 026/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.15it/s, loss=1.018, pair=2.355, adv=2.554, sprd=0.002]
Ep 026/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.15it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.87it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.87it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.27it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.27it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.90it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.90it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.29it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  25%|▋  | 110/444 [00:19<00:53,  6.29it/s, loss=3.160, pair=9.352, adv=2.920, sprd=0.003]
Ep 026/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<00:56,  5.92it/s, loss=3.160, pair=9.352, adv=2.920, sprd=0.003]
Ep 026/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<00:56,  5.92it/s, loss=0.334, pair=0.000, adv=2.792, sprd=0.002]
Ep 026/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:52,  6.29it/s, loss=0.334, pair=0.000, adv=2.792, sprd=0.002]
Ep 026/60 [S2:+mat]:  25%|▌ | 112/444 [00:19<00:52,  6.29it/s, loss=5.628, pair=17.766, adv=2.318, sprd=0.002]
Ep 026/60 [S2:+mat]:  25%|▌ | 113/444 [00:19<00:56,  5.83it/s, loss=5.628, pair=17.766, adv=2.318, sprd=0.002]
Ep 026/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:56,  5.83it/s, loss=0.468, pair=0.544, adv=2.502, sprd=0.003]
Ep 026/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:53,  6.22it/s, loss=0.468, pair=0.544, adv=2.502, sprd=0.003]
Ep 026/60 [S2:+mat]:  26%|▌ | 114/444 [00:19<00:53,  6.22it/s, loss=6.204, pair=19.703, adv=2.299, sprd=0.002]
Ep 026/60 [S2:+mat]:  26%|▌ | 115/444 [00:19<00:55,  5.88it/s, loss=6.204, pair=19.703, adv=2.299, sprd=0.002]
Ep 026/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.88it/s, loss=0.356, pair=0.154, adv=2.494, sprd=0.002]
Ep 026/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.24it/s, loss=0.356, pair=0.154, adv=2.494, sprd=0.002]
Ep 026/60 [S2:+mat]:  26%|▊  | 116/444 [00:20<00:52,  6.24it/s, loss=2.904, pair=8.719, adv=2.246, sprd=0.002]
Ep 026/60 [S2:+mat]:  26%|▊  | 117/444 [00:20<00:56,  5.84it/s, loss=2.904, pair=8.719, adv=2.246, sprd=0.002]
Ep 026/60 [S2:+mat]:  26%|▊  | 117/444 [00:20<00:56,  5.84it/s, loss=2.061, pair=5.887, adv=2.317, sprd=0.002]
Ep 026/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:52,  6.22it/s, loss=2.061, pair=5.887, adv=2.317, sprd=0.002]
Ep 026/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:52,  6.22it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:56,  5.79it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:56,  5.79it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:52,  6.17it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:52,  6.17it/s, loss=1.366, pair=3.496, adv=2.515, sprd=0.003]
Ep 026/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:56,  5.70it/s, loss=1.366, pair=3.496, adv=2.515, sprd=0.003]
Ep 026/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:56,  5.70it/s, loss=1.118, pair=2.658, adv=2.562, sprd=0.003]
Ep 026/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:52,  6.11it/s, loss=1.118, pair=2.658, adv=2.562, sprd=0.003]
Ep 026/60 [S2:+mat]:  27%|▊  | 122/444 [00:21<00:52,  6.11it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:56,  5.71it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:56,  5.71it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:52,  6.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:52,  6.13it/s, loss=2.403, pair=6.484, adv=2.760, sprd=0.004]
Ep 026/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:56,  5.67it/s, loss=2.403, pair=6.484, adv=2.760, sprd=0.004]
Ep 026/60 [S2:+mat]:  28%|▌ | 125/444 [00:21<00:56,  5.67it/s, loss=7.058, pair=22.516, adv=2.396, sprd=0.002]
Ep 026/60 [S2:+mat]:  28%|▌ | 126/444 [00:21<00:52,  6.07it/s, loss=7.058, pair=22.516, adv=2.396, sprd=0.002]
Ep 026/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:52,  6.07it/s, loss=2.327, pair=6.770, adv=2.337, sprd=0.002]
Ep 026/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:54,  5.77it/s, loss=2.327, pair=6.770, adv=2.337, sprd=0.002]
Ep 026/60 [S2:+mat]:  29%|▌ | 127/444 [00:21<00:54,  5.77it/s, loss=3.861, pair=11.844, adv=2.476, sprd=0.004]
Ep 026/60 [S2:+mat]:  29%|▌ | 128/444 [00:21<00:51,  6.17it/s, loss=3.861, pair=11.844, adv=2.476, sprd=0.004]
Ep 026/60 [S2:+mat]:  29%|▊  | 128/444 [00:22<00:51,  6.17it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  29%|▊  | 129/444 [00:22<00:53,  5.90it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  29%|▊  | 129/444 [00:22<00:53,  5.90it/s, loss=2.243, pair=6.414, adv=2.595, sprd=0.004]
Ep 026/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:50,  6.27it/s, loss=2.243, pair=6.414, adv=2.595, sprd=0.004]
Ep 026/60 [S2:+mat]:  29%|▌ | 130/444 [00:22<00:50,  6.27it/s, loss=9.241, pair=29.859, adv=2.192, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▌ | 131/444 [00:22<00:54,  5.75it/s, loss=9.241, pair=29.859, adv=2.192, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:54,  5.75it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.007]
Ep 026/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:50,  6.14it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.007]
Ep 026/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:50,  6.14it/s, loss=0.330, pair=0.137, adv=2.180, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:53,  5.86it/s, loss=0.330, pair=0.137, adv=2.180, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:53,  5.86it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:49,  6.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▉  | 134/444 [00:23<00:49,  6.24it/s, loss=0.925, pair=2.145, adv=2.188, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▉  | 135/444 [00:23<00:53,  5.82it/s, loss=0.925, pair=2.145, adv=2.188, sprd=0.002]
Ep 026/60 [S2:+mat]:  30%|▉  | 135/444 [00:23<00:53,  5.82it/s, loss=0.321, pair=0.075, adv=2.327, sprd=0.002]
Ep 026/60 [S2:+mat]:  31%|▉  | 136/444 [00:23<00:49,  6.20it/s, loss=0.321, pair=0.075, adv=2.327, sprd=0.002]
Ep 026/60 [S2:+mat]:  31%|▌ | 136/444 [00:23<00:49,  6.20it/s, loss=4.286, pair=13.148, adv=2.732, sprd=0.002]
Ep 026/60 [S2:+mat]:  31%|▌ | 137/444 [00:23<00:52,  5.84it/s, loss=4.286, pair=13.148, adv=2.732, sprd=0.002]
Ep 026/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:52,  5.84it/s, loss=1.235, pair=3.137, adv=2.302, sprd=0.003]
Ep 026/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.21it/s, loss=1.235, pair=3.137, adv=2.302, sprd=0.003]
Ep 026/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.21it/s, loss=0.648, pair=1.169, adv=2.322, sprd=0.003]
Ep 026/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.85it/s, loss=0.648, pair=1.169, adv=2.322, sprd=0.003]
Ep 026/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.85it/s, loss=1.564, pair=4.238, adv=2.267, sprd=0.002]
Ep 026/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.19it/s, loss=1.564, pair=4.238, adv=2.267, sprd=0.002]
Ep 026/60 [S2:+mat]:  32%|▉  | 140/444 [00:24<00:49,  6.19it/s, loss=1.674, pair=4.496, adv=2.193, sprd=0.002]
Ep 026/60 [S2:+mat]:  32%|▉  | 141/444 [00:24<00:52,  5.78it/s, loss=1.674, pair=4.496, adv=2.193, sprd=0.002]
Ep 026/60 [S2:+mat]:  32%|▉  | 141/444 [00:24<00:52,  5.78it/s, loss=2.248, pair=6.480, adv=2.406, sprd=0.003]
Ep 026/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:49,  6.14it/s, loss=2.248, pair=6.480, adv=2.406, sprd=0.003]
Ep 026/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:49,  6.14it/s, loss=1.583, pair=4.230, adv=2.372, sprd=0.003]
Ep 026/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.81it/s, loss=1.583, pair=4.230, adv=2.372, sprd=0.003]
Ep 026/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.81it/s, loss=0.315, pair=0.075, adv=2.249, sprd=0.004]
Ep 026/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.15it/s, loss=0.315, pair=0.075, adv=2.249, sprd=0.004]
Ep 026/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.15it/s, loss=1.718, pair=4.637, adv=2.481, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:50,  5.88it/s, loss=1.718, pair=4.637, adv=2.481, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:50,  5.88it/s, loss=2.006, pair=5.762, adv=2.108, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:47,  6.22it/s, loss=2.006, pair=5.762, adv=2.108, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|▋ | 146/444 [00:25<00:47,  6.22it/s, loss=6.312, pair=19.984, adv=2.488, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|▋ | 147/444 [00:25<00:51,  5.79it/s, loss=6.312, pair=19.984, adv=2.488, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|▉  | 147/444 [00:25<00:51,  5.79it/s, loss=0.489, pair=0.575, adv=2.528, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:48,  6.16it/s, loss=0.489, pair=0.575, adv=2.528, sprd=0.003]
Ep 026/60 [S2:+mat]:  33%|▋ | 148/444 [00:25<00:48,  6.16it/s, loss=5.122, pair=16.031, adv=2.455, sprd=0.004]
Ep 026/60 [S2:+mat]:  34%|▋ | 149/444 [00:25<00:51,  5.69it/s, loss=5.122, pair=16.031, adv=2.455, sprd=0.004]
Ep 026/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:51,  5.69it/s, loss=0.328, pair=0.012, adv=2.595, sprd=0.004]
Ep 026/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:48,  6.08it/s, loss=0.328, pair=0.012, adv=2.595, sprd=0.004]
Ep 026/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:48,  6.08it/s, loss=2.786, pair=8.266, adv=2.370, sprd=0.003]
Ep 026/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:51,  5.69it/s, loss=2.786, pair=8.266, adv=2.370, sprd=0.003]
Ep 026/60 [S2:+mat]:  34%|▋ | 151/444 [00:26<00:51,  5.69it/s, loss=3.545, pair=10.766, adv=2.416, sprd=0.004]
Ep 026/60 [S2:+mat]:  34%|▋ | 152/444 [00:26<00:48,  6.07it/s, loss=3.545, pair=10.766, adv=2.416, sprd=0.004]
Ep 026/60 [S2:+mat]:  34%|█  | 152/444 [00:26<00:48,  6.07it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  34%|█  | 153/444 [00:26<00:51,  5.62it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  34%|█  | 153/444 [00:26<00:51,  5.62it/s, loss=0.772, pair=1.575, adv=2.348, sprd=0.003]
Ep 026/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:48,  6.00it/s, loss=0.772, pair=1.575, adv=2.348, sprd=0.003]
Ep 026/60 [S2:+mat]:  35%|▋ | 154/444 [00:26<00:48,  6.00it/s, loss=4.706, pair=14.641, adv=2.408, sprd=0.003]
Ep 026/60 [S2:+mat]:  35%|▋ | 155/444 [00:26<00:50,  5.68it/s, loss=4.706, pair=14.641, adv=2.408, sprd=0.003]
Ep 026/60 [S2:+mat]:  35%|▋ | 155/444 [00:26<00:50,  5.68it/s, loss=4.000, pair=12.359, adv=2.283, sprd=0.002]
Ep 026/60 [S2:+mat]:  35%|▋ | 156/444 [00:26<00:47,  6.08it/s, loss=4.000, pair=12.359, adv=2.283, sprd=0.002]
Ep 026/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:47,  6.08it/s, loss=1.188, pair=2.871, adv=2.532, sprd=0.002]
Ep 026/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:49,  5.79it/s, loss=1.188, pair=2.871, adv=2.532, sprd=0.002]
Ep 026/60 [S2:+mat]:  35%|█  | 157/444 [00:27<00:49,  5.79it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  36%|█  | 158/444 [00:27<00:46,  6.20it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  36%|█  | 158/444 [00:27<00:46,  6.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  36%|█  | 159/444 [00:27<00:49,  5.74it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  36%|█  | 159/444 [00:27<00:49,  5.74it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:46,  6.15it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:46,  6.15it/s, loss=2.174, pair=6.293, adv=2.190, sprd=0.003]
Ep 026/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.80it/s, loss=2.174, pair=6.293, adv=2.190, sprd=0.003]
Ep 026/60 [S2:+mat]:  36%|▋ | 161/444 [00:27<00:48,  5.80it/s, loss=6.631, pair=21.031, adv=2.565, sprd=0.003]
Ep 026/60 [S2:+mat]:  36%|▋ | 162/444 [00:27<00:45,  6.16it/s, loss=6.631, pair=21.031, adv=2.565, sprd=0.003]
Ep 026/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.16it/s, loss=1.592, pair=4.312, adv=2.362, sprd=0.002]
Ep 026/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:48,  5.84it/s, loss=1.592, pair=4.312, adv=2.362, sprd=0.002]
Ep 026/60 [S2:+mat]:  37%|█  | 163/444 [00:28<00:48,  5.84it/s, loss=2.710, pair=8.008, adv=2.449, sprd=0.003]
Ep 026/60 [S2:+mat]:  37%|█  | 164/444 [00:28<00:45,  6.21it/s, loss=2.710, pair=8.008, adv=2.449, sprd=0.003]
Ep 026/60 [S2:+mat]:  37%|█  | 164/444 [00:28<00:45,  6.21it/s, loss=0.311, pair=0.059, adv=2.272, sprd=0.002]
Ep 026/60 [S2:+mat]:  37%|█  | 165/444 [00:28<00:47,  5.83it/s, loss=0.311, pair=0.059, adv=2.272, sprd=0.002]
Ep 026/60 [S2:+mat]:  37%|█  | 165/444 [00:28<00:47,  5.83it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:44,  6.21it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  37%|▋ | 166/444 [00:28<00:44,  6.21it/s, loss=6.920, pair=22.062, adv=2.343, sprd=0.003]
Ep 026/60 [S2:+mat]:  38%|▊ | 167/444 [00:28<00:47,  5.83it/s, loss=6.920, pair=22.062, adv=2.343, sprd=0.003]
Ep 026/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.83it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.21it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.21it/s, loss=1.333, pair=3.449, adv=2.374, sprd=0.002]
Ep 026/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:46,  5.94it/s, loss=1.333, pair=3.449, adv=2.374, sprd=0.002]
Ep 026/60 [S2:+mat]:  38%|▊ | 169/444 [00:29<00:46,  5.94it/s, loss=3.473, pair=10.547, adv=2.483, sprd=0.003]
Ep 026/60 [S2:+mat]:  38%|▊ | 170/444 [00:29<00:43,  6.29it/s, loss=3.473, pair=10.547, adv=2.483, sprd=0.003]
Ep 026/60 [S2:+mat]:  38%|▊ | 170/444 [00:29<00:43,  6.29it/s, loss=4.096, pair=12.633, adv=2.427, sprd=0.002]
Ep 026/60 [S2:+mat]:  39%|▊ | 171/444 [00:29<00:46,  5.92it/s, loss=4.096, pair=12.633, adv=2.427, sprd=0.002]
Ep 026/60 [S2:+mat]:  39%|█▏ | 171/444 [00:29<00:46,  5.92it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:43,  6.27it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:43,  6.27it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:46,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:46,  5.80it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.21it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.21it/s, loss=3.248, pair=9.711, adv=2.674, sprd=0.003]
Ep 026/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.76it/s, loss=3.248, pair=9.711, adv=2.674, sprd=0.003]
Ep 026/60 [S2:+mat]:  39%|█▏ | 175/444 [00:30<00:46,  5.76it/s, loss=1.402, pair=3.730, adv=2.199, sprd=0.002]
Ep 026/60 [S2:+mat]:  40%|█▏ | 176/444 [00:30<00:43,  6.12it/s, loss=1.402, pair=3.730, adv=2.199, sprd=0.002]
Ep 026/60 [S2:+mat]:  40%|▍| 176/444 [00:30<00:43,  6.12it/s, loss=13.711, pair=44.625, adv=2.516, sprd=0.003]
Ep 026/60 [S2:+mat]:  40%|▍| 177/444 [00:30<00:46,  5.80it/s, loss=13.711, pair=44.625, adv=2.516, sprd=0.003]
Ep 026/60 [S2:+mat]:  40%|█▏ | 177/444 [00:30<00:46,  5.80it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:43,  6.17it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:43,  6.17it/s, loss=1.816, pair=5.047, adv=2.380, sprd=0.003]
Ep 026/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.79it/s, loss=1.816, pair=5.047, adv=2.380, sprd=0.003]
Ep 026/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.79it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.17it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.17it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.90it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  41%|█▏ | 181/444 [00:31<00:44,  5.90it/s, loss=0.670, pair=1.185, adv=2.515, sprd=0.003]
Ep 026/60 [S2:+mat]:  41%|█▏ | 182/444 [00:31<00:42,  6.24it/s, loss=0.670, pair=1.185, adv=2.515, sprd=0.003]
Ep 026/60 [S2:+mat]:  41%|▊ | 182/444 [00:31<00:42,  6.24it/s, loss=4.113, pair=12.578, adv=2.341, sprd=0.003]
Ep 026/60 [S2:+mat]:  41%|▊ | 183/444 [00:31<00:44,  5.85it/s, loss=4.113, pair=12.578, adv=2.341, sprd=0.003]
Ep 026/60 [S2:+mat]:  41%|▊ | 183/444 [00:31<00:44,  5.85it/s, loss=4.967, pair=15.578, adv=2.314, sprd=0.004]
Ep 026/60 [S2:+mat]:  41%|▊ | 184/444 [00:31<00:41,  6.21it/s, loss=4.967, pair=15.578, adv=2.314, sprd=0.004]
Ep 026/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:41,  6.21it/s, loss=0.582, pair=0.864, adv=2.446, sprd=0.003]
Ep 026/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.84it/s, loss=0.582, pair=0.864, adv=2.446, sprd=0.003]
Ep 026/60 [S2:+mat]:  42%|▊ | 185/444 [00:31<00:44,  5.84it/s, loss=7.651, pair=24.469, adv=2.383, sprd=0.003]
Ep 026/60 [S2:+mat]:  42%|▊ | 186/444 [00:31<00:41,  6.21it/s, loss=7.651, pair=24.469, adv=2.383, sprd=0.003]
Ep 026/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.21it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:43,  5.91it/s, loss=0.178, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  42%|█▎ | 187/444 [00:32<00:43,  5.91it/s, loss=1.242, pair=3.168, adv=2.307, sprd=0.002]
Ep 026/60 [S2:+mat]:  42%|█▎ | 188/444 [00:32<00:40,  6.27it/s, loss=1.242, pair=3.168, adv=2.307, sprd=0.002]
Ep 026/60 [S2:+mat]:  42%|█▎ | 188/444 [00:32<00:40,  6.27it/s, loss=0.382, pair=0.000, adv=2.456, sprd=0.004]
Ep 026/60 [S2:+mat]:  43%|█▎ | 189/444 [00:32<00:43,  5.89it/s, loss=0.382, pair=0.000, adv=2.456, sprd=0.004]
Ep 026/60 [S2:+mat]:  43%|█▎ | 189/444 [00:32<00:43,  5.89it/s, loss=2.994, pair=8.922, adv=2.558, sprd=0.003]
Ep 026/60 [S2:+mat]:  43%|█▎ | 190/444 [00:32<00:40,  6.23it/s, loss=2.994, pair=8.922, adv=2.558, sprd=0.003]
Ep 026/60 [S2:+mat]:  43%|█▎ | 190/444 [00:32<00:40,  6.23it/s, loss=0.570, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:42,  5.89it/s, loss=0.570, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:42,  5.89it/s, loss=0.471, pair=0.569, adv=2.347, sprd=0.002]
Ep 026/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.23it/s, loss=0.471, pair=0.569, adv=2.347, sprd=0.002]
Ep 026/60 [S2:+mat]:  43%|▊ | 192/444 [00:32<00:40,  6.23it/s, loss=3.853, pair=11.828, adv=2.430, sprd=0.004]
Ep 026/60 [S2:+mat]:  43%|▊ | 193/444 [00:32<00:44,  5.65it/s, loss=3.853, pair=11.828, adv=2.430, sprd=0.004]
Ep 026/60 [S2:+mat]:  43%|█▎ | 193/444 [00:33<00:44,  5.65it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 194/444 [00:33<00:41,  6.07it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 194/444 [00:33<00:41,  6.07it/s, loss=0.397, pair=0.334, adv=2.246, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 195/444 [00:33<00:43,  5.77it/s, loss=0.397, pair=0.334, adv=2.246, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 195/444 [00:33<00:43,  5.77it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:40,  6.17it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:40,  6.17it/s, loss=2.946, pair=8.812, adv=2.352, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.76it/s, loss=2.946, pair=8.812, adv=2.352, sprd=0.002]
Ep 026/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.76it/s, loss=0.988, pair=2.324, adv=2.294, sprd=0.003]
Ep 026/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:40,  6.13it/s, loss=0.988, pair=2.324, adv=2.294, sprd=0.003]
Ep 026/60 [S2:+mat]:  45%|▉ | 198/444 [00:33<00:40,  6.13it/s, loss=4.342, pair=13.453, adv=2.371, sprd=0.004]
Ep 026/60 [S2:+mat]:  45%|▉ | 199/444 [00:33<00:43,  5.69it/s, loss=4.342, pair=13.453, adv=2.371, sprd=0.004]
Ep 026/60 [S2:+mat]:  45%|▉ | 199/444 [00:34<00:43,  5.69it/s, loss=5.760, pair=18.234, adv=2.310, sprd=0.002]
Ep 026/60 [S2:+mat]:  45%|▉ | 200/444 [00:34<00:40,  6.06it/s, loss=5.760, pair=18.234, adv=2.310, sprd=0.002]
Ep 026/60 [S2:+mat]:  45%|█▎ | 200/444 [00:34<00:40,  6.06it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  45%|█▎ | 201/444 [00:34<00:42,  5.68it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  45%|█▎ | 201/444 [00:34<00:42,  5.68it/s, loss=0.459, pair=0.522, adv=2.378, sprd=0.003]
Ep 026/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.07it/s, loss=0.459, pair=0.522, adv=2.378, sprd=0.003]
Ep 026/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.07it/s, loss=0.320, pair=0.075, adv=2.290, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:42,  5.69it/s, loss=0.320, pair=0.075, adv=2.290, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:42,  5.69it/s, loss=2.912, pair=8.719, adv=2.328, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:39,  6.07it/s, loss=2.912, pair=8.719, adv=2.328, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|▉ | 204/444 [00:34<00:39,  6.07it/s, loss=3.627, pair=11.016, adv=2.538, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|▉ | 205/444 [00:34<00:42,  5.64it/s, loss=3.627, pair=11.016, adv=2.538, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|█▍ | 205/444 [00:35<00:42,  5.64it/s, loss=0.424, pair=0.403, adv=2.381, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|█▍ | 206/444 [00:35<00:39,  6.04it/s, loss=0.424, pair=0.403, adv=2.381, sprd=0.003]
Ep 026/60 [S2:+mat]:  46%|█▍ | 206/444 [00:35<00:39,  6.04it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  47%|█▍ | 207/444 [00:35<00:41,  5.69it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  47%|█▍ | 207/444 [00:35<00:41,  5.69it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:38,  6.08it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  47%|▉ | 208/444 [00:35<00:38,  6.08it/s, loss=3.706, pair=11.281, adv=2.555, sprd=0.004]
Ep 026/60 [S2:+mat]:  47%|▉ | 209/444 [00:35<00:41,  5.65it/s, loss=3.706, pair=11.281, adv=2.555, sprd=0.004]
Ep 026/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:41,  5.65it/s, loss=2.237, pair=6.469, adv=2.302, sprd=0.002]
Ep 026/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:38,  6.03it/s, loss=2.237, pair=6.469, adv=2.302, sprd=0.002]
Ep 026/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:38,  6.03it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:41,  5.66it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  48%|█▍ | 211/444 [00:36<00:41,  5.66it/s, loss=0.365, pair=0.263, adv=2.267, sprd=0.003]
Ep 026/60 [S2:+mat]:  48%|█▍ | 212/444 [00:36<00:38,  6.06it/s, loss=0.365, pair=0.263, adv=2.267, sprd=0.003]
Ep 026/60 [S2:+mat]:  48%|█▍ | 212/444 [00:36<00:38,  6.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  48%|█▍ | 213/444 [00:36<00:40,  5.65it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  48%|█▍ | 213/444 [00:36<00:40,  5.65it/s, loss=2.411, pair=6.949, adv=2.606, sprd=0.004]
Ep 026/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:38,  6.05it/s, loss=2.411, pair=6.949, adv=2.606, sprd=0.004]
Ep 026/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:38,  6.05it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.83it/s, loss=0.527, pair=0.669, adv=2.581, sprd=0.003]
Ep 026/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.21it/s, loss=0.527, pair=0.669, adv=2.581, sprd=0.003]
Ep 026/60 [S2:+mat]:  49%|▉ | 216/444 [00:36<00:36,  6.21it/s, loss=6.127, pair=19.359, adv=2.537, sprd=0.003]
Ep 026/60 [S2:+mat]:  49%|▉ | 217/444 [00:36<00:38,  5.87it/s, loss=6.127, pair=19.359, adv=2.537, sprd=0.003]
Ep 026/60 [S2:+mat]:  49%|█▍ | 217/444 [00:37<00:38,  5.87it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 026/60 [S2:+mat]:  49%|█▍ | 218/444 [00:37<00:36,  6.24it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 026/60 [S2:+mat]:  49%|█▍ | 218/444 [00:37<00:36,  6.24it/s, loss=2.447, pair=7.219, adv=2.169, sprd=0.002]
Ep 026/60 [S2:+mat]:  49%|█▍ | 219/444 [00:37<00:38,  5.79it/s, loss=2.447, pair=7.219, adv=2.169, sprd=0.002]
Ep 026/60 [S2:+mat]:  49%|█▍ | 219/444 [00:37<00:38,  5.79it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:36,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:36,  6.18it/s, loss=0.349, pair=0.169, adv=2.336, sprd=0.003]
Ep 026/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:38,  5.78it/s, loss=0.349, pair=0.169, adv=2.336, sprd=0.003]
Ep 026/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:38,  5.78it/s, loss=1.925, pair=5.387, adv=2.423, sprd=0.003]
Ep 026/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:36,  6.13it/s, loss=1.925, pair=5.387, adv=2.423, sprd=0.003]
Ep 026/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:36,  6.13it/s, loss=1.061, pair=2.418, adv=2.639, sprd=0.004]
Ep 026/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:38,  5.70it/s, loss=1.061, pair=2.418, adv=2.639, sprd=0.004]
Ep 026/60 [S2:+mat]:  50%|█▌ | 223/444 [00:38<00:38,  5.70it/s, loss=1.903, pair=5.262, adv=2.677, sprd=0.002]
Ep 026/60 [S2:+mat]:  50%|█▌ | 224/444 [00:38<00:36,  6.10it/s, loss=1.903, pair=5.262, adv=2.677, sprd=0.002]
Ep 026/60 [S2:+mat]:  50%|█ | 224/444 [00:38<00:36,  6.10it/s, loss=9.274, pair=29.875, adv=2.477, sprd=0.003]
Ep 026/60 [S2:+mat]:  51%|█ | 225/444 [00:38<00:37,  5.83it/s, loss=9.274, pair=29.875, adv=2.477, sprd=0.003]
Ep 026/60 [S2:+mat]:  51%|█▌ | 225/444 [00:38<00:37,  5.83it/s, loss=1.104, pair=2.637, adv=2.466, sprd=0.002]
Ep 026/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:35,  6.21it/s, loss=1.104, pair=2.637, adv=2.466, sprd=0.002]
Ep 026/60 [S2:+mat]:  51%|█ | 226/444 [00:38<00:35,  6.21it/s, loss=3.425, pair=10.297, adv=2.609, sprd=0.004]
Ep 026/60 [S2:+mat]:  51%|█ | 227/444 [00:38<00:37,  5.82it/s, loss=3.425, pair=10.297, adv=2.609, sprd=0.004]
Ep 026/60 [S2:+mat]:  51%|█ | 227/444 [00:38<00:37,  5.82it/s, loss=3.425, pair=10.391, adv=2.366, sprd=0.002]
Ep 026/60 [S2:+mat]:  51%|█ | 228/444 [00:38<00:34,  6.19it/s, loss=3.425, pair=10.391, adv=2.366, sprd=0.002]
Ep 026/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:34,  6.19it/s, loss=0.320, pair=0.012, adv=2.414, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:37,  5.69it/s, loss=0.320, pair=0.012, adv=2.414, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█▌ | 229/444 [00:39<00:37,  5.69it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█▌ | 230/444 [00:39<00:35,  6.10it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█ | 230/444 [00:39<00:35,  6.10it/s, loss=7.969, pair=25.531, adv=2.457, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█ | 231/444 [00:39<00:36,  5.82it/s, loss=7.969, pair=25.531, adv=2.457, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█▌ | 231/444 [00:39<00:36,  5.82it/s, loss=2.630, pair=7.750, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:34,  6.18it/s, loss=2.630, pair=7.750, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:34,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:37,  5.59it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:37,  5.59it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:34,  6.02it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:34,  6.02it/s, loss=0.849, pair=1.800, adv=2.420, sprd=0.003]
Ep 026/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:36,  5.69it/s, loss=0.849, pair=1.800, adv=2.420, sprd=0.003]
Ep 026/60 [S2:+mat]:  53%|█▌ | 235/444 [00:40<00:36,  5.69it/s, loss=1.034, pair=2.402, adv=2.469, sprd=0.003]
Ep 026/60 [S2:+mat]:  53%|█▌ | 236/444 [00:40<00:34,  6.07it/s, loss=1.034, pair=2.402, adv=2.469, sprd=0.003]
Ep 026/60 [S2:+mat]:  53%|█▌ | 236/444 [00:40<00:34,  6.07it/s, loss=0.678, pair=1.215, adv=2.476, sprd=0.003]
Ep 026/60 [S2:+mat]:  53%|█▌ | 237/444 [00:40<00:36,  5.72it/s, loss=0.678, pair=1.215, adv=2.476, sprd=0.003]
Ep 026/60 [S2:+mat]:  53%|█▌ | 237/444 [00:40<00:36,  5.72it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:33,  6.11it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:33,  6.11it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.81it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.81it/s, loss=0.530, pair=0.794, adv=2.289, sprd=0.003]
Ep 026/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.17it/s, loss=0.530, pair=0.794, adv=2.289, sprd=0.003]
Ep 026/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.17it/s, loss=0.393, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.83it/s, loss=0.393, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  54%|█▋ | 241/444 [00:41<00:34,  5.83it/s, loss=0.950, pair=2.105, adv=2.499, sprd=0.002]
Ep 026/60 [S2:+mat]:  55%|█▋ | 242/444 [00:41<00:32,  6.20it/s, loss=0.950, pair=2.105, adv=2.499, sprd=0.002]
Ep 026/60 [S2:+mat]:  55%|█▋ | 242/444 [00:41<00:32,  6.20it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  55%|█▋ | 243/444 [00:41<00:34,  5.77it/s, loss=0.170, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  55%|█▋ | 243/444 [00:41<00:34,  5.77it/s, loss=0.445, pair=0.341, adv=2.779, sprd=0.003]
Ep 026/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:32,  6.16it/s, loss=0.445, pair=0.341, adv=2.779, sprd=0.003]
Ep 026/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:32,  6.16it/s, loss=0.293, pair=0.000, adv=2.209, sprd=0.002]
Ep 026/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  5.94it/s, loss=0.293, pair=0.000, adv=2.209, sprd=0.002]
Ep 026/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.29it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.29it/s, loss=0.947, pair=2.074, adv=2.461, sprd=0.003]
Ep 026/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:33,  5.88it/s, loss=0.947, pair=2.074, adv=2.461, sprd=0.003]
Ep 026/60 [S2:+mat]:  56%|█▋ | 247/444 [00:42<00:33,  5.88it/s, loss=1.197, pair=2.887, adv=2.609, sprd=0.002]
Ep 026/60 [S2:+mat]:  56%|█▋ | 248/444 [00:42<00:31,  6.21it/s, loss=1.197, pair=2.887, adv=2.609, sprd=0.002]
Ep 026/60 [S2:+mat]:  56%|█▋ | 248/444 [00:42<00:31,  6.21it/s, loss=1.004, pair=2.355, adv=2.327, sprd=0.003]
Ep 026/60 [S2:+mat]:  56%|█▋ | 249/444 [00:42<00:34,  5.68it/s, loss=1.004, pair=2.355, adv=2.327, sprd=0.003]
Ep 026/60 [S2:+mat]:  56%|█ | 249/444 [00:42<00:34,  5.68it/s, loss=4.647, pair=14.547, adv=2.234, sprd=0.002]
Ep 026/60 [S2:+mat]:  56%|█▏| 250/444 [00:42<00:32,  6.06it/s, loss=4.647, pair=14.547, adv=2.234, sprd=0.002]
Ep 026/60 [S2:+mat]:  56%|█▋ | 250/444 [00:42<00:32,  6.06it/s, loss=2.208, pair=6.344, adv=2.342, sprd=0.003]
Ep 026/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.69it/s, loss=2.208, pair=6.344, adv=2.342, sprd=0.003]
Ep 026/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.69it/s, loss=0.356, pair=0.231, adv=2.181, sprd=0.003]
Ep 026/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:31,  6.08it/s, loss=0.356, pair=0.231, adv=2.181, sprd=0.003]
Ep 026/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:31,  6.08it/s, loss=1.073, pair=2.520, adv=2.503, sprd=0.003]
Ep 026/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:33,  5.77it/s, loss=1.073, pair=2.520, adv=2.503, sprd=0.003]
Ep 026/60 [S2:+mat]:  57%|█▏| 253/444 [00:43<00:33,  5.77it/s, loss=3.392, pair=10.305, adv=2.274, sprd=0.002]
Ep 026/60 [S2:+mat]:  57%|█▏| 254/444 [00:43<00:30,  6.13it/s, loss=3.392, pair=10.305, adv=2.274, sprd=0.002]
Ep 026/60 [S2:+mat]:  57%|█▋ | 254/444 [00:43<00:30,  6.13it/s, loss=1.573, pair=4.215, adv=2.376, sprd=0.002]
Ep 026/60 [S2:+mat]:  57%|█▋ | 255/444 [00:43<00:32,  5.73it/s, loss=1.573, pair=4.215, adv=2.376, sprd=0.002]
Ep 026/60 [S2:+mat]:  57%|█▋ | 255/444 [00:43<00:32,  5.73it/s, loss=1.504, pair=3.961, adv=2.363, sprd=0.002]
Ep 026/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.10it/s, loss=1.504, pair=3.961, adv=2.363, sprd=0.002]
Ep 026/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.10it/s, loss=0.378, pair=0.270, adv=2.237, sprd=0.003]
Ep 026/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.77it/s, loss=0.378, pair=0.270, adv=2.237, sprd=0.003]
Ep 026/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.77it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.17it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  58%|█▋ | 258/444 [00:44<00:30,  6.17it/s, loss=3.061, pair=9.102, adv=2.393, sprd=0.002]
Ep 026/60 [S2:+mat]:  58%|█▊ | 259/444 [00:44<00:32,  5.74it/s, loss=3.061, pair=9.102, adv=2.393, sprd=0.002]
Ep 026/60 [S2:+mat]:  58%|█▊ | 259/444 [00:44<00:32,  5.74it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  59%|█▊ | 260/444 [00:44<00:29,  6.15it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  59%|█▊ | 260/444 [00:44<00:29,  6.15it/s, loss=0.327, pair=0.012, adv=2.316, sprd=0.003]
Ep 026/60 [S2:+mat]:  59%|█▊ | 261/444 [00:44<00:32,  5.70it/s, loss=0.327, pair=0.012, adv=2.316, sprd=0.003]
Ep 026/60 [S2:+mat]:  59%|█▊ | 261/444 [00:44<00:32,  5.70it/s, loss=1.193, pair=2.855, adv=2.553, sprd=0.002]
Ep 026/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:29,  6.10it/s, loss=1.193, pair=2.855, adv=2.553, sprd=0.002]
Ep 026/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:29,  6.10it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:31,  5.83it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:31,  5.83it/s, loss=2.464, pair=7.125, adv=2.590, sprd=0.003]
Ep 026/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:29,  6.19it/s, loss=2.464, pair=7.125, adv=2.590, sprd=0.003]
Ep 026/60 [S2:+mat]:  59%|█▊ | 264/444 [00:45<00:29,  6.19it/s, loss=1.685, pair=4.469, adv=2.737, sprd=0.003]
Ep 026/60 [S2:+mat]:  60%|█▊ | 265/444 [00:45<00:30,  5.77it/s, loss=1.685, pair=4.469, adv=2.737, sprd=0.003]
Ep 026/60 [S2:+mat]:  60%|█▊ | 265/444 [00:45<00:30,  5.77it/s, loss=1.957, pair=5.543, adv=2.249, sprd=0.003]
Ep 026/60 [S2:+mat]:  60%|█▊ | 266/444 [00:45<00:28,  6.16it/s, loss=1.957, pair=5.543, adv=2.249, sprd=0.003]
Ep 026/60 [S2:+mat]:  60%|█▊ | 266/444 [00:45<00:28,  6.16it/s, loss=0.510, pair=0.616, adv=2.539, sprd=0.002]
Ep 026/60 [S2:+mat]:  60%|█▊ | 267/444 [00:45<00:30,  5.85it/s, loss=0.510, pair=0.616, adv=2.539, sprd=0.002]
Ep 026/60 [S2:+mat]:  60%|█▊ | 267/444 [00:45<00:30,  5.85it/s, loss=0.659, pair=1.153, adv=2.366, sprd=0.002]
Ep 026/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:28,  6.22it/s, loss=0.659, pair=1.153, adv=2.366, sprd=0.002]
Ep 026/60 [S2:+mat]:  60%|█▏| 268/444 [00:45<00:28,  6.22it/s, loss=5.559, pair=17.469, adv=2.412, sprd=0.002]
Ep 026/60 [S2:+mat]:  61%|█▏| 269/444 [00:45<00:29,  5.87it/s, loss=5.559, pair=17.469, adv=2.412, sprd=0.002]
Ep 026/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:29,  5.87it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.23it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  61%|█▊ | 270/444 [00:46<00:27,  6.23it/s, loss=0.362, pair=0.170, adv=2.327, sprd=0.003]
Ep 026/60 [S2:+mat]:  61%|█▊ | 271/444 [00:46<00:30,  5.76it/s, loss=0.362, pair=0.170, adv=2.327, sprd=0.003]
Ep 026/60 [S2:+mat]:  61%|█▊ | 271/444 [00:46<00:30,  5.76it/s, loss=0.493, pair=0.544, adv=2.514, sprd=0.003]
Ep 026/60 [S2:+mat]:  61%|█▊ | 272/444 [00:46<00:28,  6.13it/s, loss=0.493, pair=0.544, adv=2.514, sprd=0.003]
Ep 026/60 [S2:+mat]:  61%|█▊ | 272/444 [00:46<00:28,  6.13it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  61%|█▊ | 273/444 [00:46<00:29,  5.74it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  61%|█▏| 273/444 [00:46<00:29,  5.74it/s, loss=8.128, pair=26.078, adv=2.314, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▏| 274/444 [00:46<00:27,  6.14it/s, loss=8.128, pair=26.078, adv=2.314, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:27,  6.14it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:30,  5.63it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:30,  5.63it/s, loss=0.308, pair=0.012, adv=2.283, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.06it/s, loss=0.308, pair=0.012, adv=2.283, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▊ | 276/444 [00:47<00:27,  6.06it/s, loss=0.300, pair=0.000, adv=2.290, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▊ | 277/444 [00:47<00:29,  5.73it/s, loss=0.300, pair=0.000, adv=2.290, sprd=0.002]
Ep 026/60 [S2:+mat]:  62%|█▊ | 277/444 [00:47<00:29,  5.73it/s, loss=0.762, pair=1.450, adv=2.613, sprd=0.003]
Ep 026/60 [S2:+mat]:  63%|█▉ | 278/444 [00:47<00:27,  6.11it/s, loss=0.762, pair=1.450, adv=2.613, sprd=0.003]
Ep 026/60 [S2:+mat]:  63%|█▉ | 278/444 [00:47<00:27,  6.11it/s, loss=0.361, pair=0.294, adv=2.001, sprd=0.002]
Ep 026/60 [S2:+mat]:  63%|█▉ | 279/444 [00:47<00:28,  5.74it/s, loss=0.361, pair=0.294, adv=2.001, sprd=0.002]
Ep 026/60 [S2:+mat]:  63%|█▉ | 279/444 [00:47<00:28,  5.74it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.12it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.12it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.69it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.69it/s, loss=0.735, pair=1.418, adv=2.419, sprd=0.003]
Ep 026/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.06it/s, loss=0.735, pair=1.418, adv=2.419, sprd=0.003]
Ep 026/60 [S2:+mat]:  64%|█▎| 282/444 [00:48<00:26,  6.06it/s, loss=3.525, pair=10.711, adv=2.393, sprd=0.003]
Ep 026/60 [S2:+mat]:  64%|█▎| 283/444 [00:48<00:28,  5.70it/s, loss=3.525, pair=10.711, adv=2.393, sprd=0.003]
Ep 026/60 [S2:+mat]:  64%|█▉ | 283/444 [00:48<00:28,  5.70it/s, loss=1.050, pair=2.418, adv=2.578, sprd=0.004]
Ep 026/60 [S2:+mat]:  64%|█▉ | 284/444 [00:48<00:26,  6.10it/s, loss=1.050, pair=2.418, adv=2.578, sprd=0.004]
Ep 026/60 [S2:+mat]:  64%|█▎| 284/444 [00:48<00:26,  6.10it/s, loss=5.723, pair=18.078, adv=2.299, sprd=0.002]
Ep 026/60 [S2:+mat]:  64%|█▎| 285/444 [00:48<00:27,  5.76it/s, loss=5.723, pair=18.078, adv=2.299, sprd=0.002]
Ep 026/60 [S2:+mat]:  64%|█▉ | 285/444 [00:48<00:27,  5.76it/s, loss=0.373, pair=0.294, adv=2.217, sprd=0.003]
Ep 026/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:25,  6.14it/s, loss=0.373, pair=0.294, adv=2.217, sprd=0.003]
Ep 026/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:25,  6.14it/s, loss=0.356, pair=0.231, adv=2.200, sprd=0.003]
Ep 026/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:27,  5.67it/s, loss=0.356, pair=0.231, adv=2.200, sprd=0.003]
Ep 026/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:27,  5.67it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:25,  6.07it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  65%|█▉ | 288/444 [00:49<00:25,  6.07it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  65%|█▉ | 289/444 [00:49<00:27,  5.68it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  65%|█▎| 289/444 [00:49<00:27,  5.68it/s, loss=8.302, pair=26.672, adv=2.290, sprd=0.002]
Ep 026/60 [S2:+mat]:  65%|█▎| 290/444 [00:49<00:25,  6.06it/s, loss=8.302, pair=26.672, adv=2.290, sprd=0.002]
Ep 026/60 [S2:+mat]:  65%|█▉ | 290/444 [00:49<00:25,  6.06it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:26,  5.78it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:26,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.18it/s, loss=0.573, pair=0.913, adv=2.355, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:25,  5.82it/s, loss=0.573, pair=0.913, adv=2.355, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:25,  5.82it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.19it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▉ | 294/444 [00:50<00:24,  6.19it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▉ | 295/444 [00:50<00:25,  5.79it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  66%|█▎| 295/444 [00:50<00:25,  5.79it/s, loss=5.566, pair=17.516, adv=2.452, sprd=0.004]
Ep 026/60 [S2:+mat]:  67%|█▎| 296/444 [00:50<00:24,  6.17it/s, loss=5.566, pair=17.516, adv=2.452, sprd=0.004]
Ep 026/60 [S2:+mat]:  67%|██ | 296/444 [00:50<00:24,  6.17it/s, loss=0.357, pair=0.153, adv=2.327, sprd=0.004]
Ep 026/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:25,  5.82it/s, loss=0.357, pair=0.153, adv=2.327, sprd=0.004]
Ep 026/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:25,  5.82it/s, loss=1.108, pair=2.699, adv=2.225, sprd=0.005]
Ep 026/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.18it/s, loss=1.108, pair=2.699, adv=2.225, sprd=0.005]
Ep 026/60 [S2:+mat]:  67%|█▎| 298/444 [00:50<00:23,  6.18it/s, loss=3.879, pair=11.797, adv=1.948, sprd=0.003]
Ep 026/60 [S2:+mat]:  67%|█▎| 299/444 [00:50<00:24,  5.82it/s, loss=3.879, pair=11.797, adv=1.948, sprd=0.003]
Ep 026/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:24,  5.82it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.10it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 300/444 [00:51<00:23,  6.10it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  68%|██ | 301/444 [00:51<00:26,  5.43it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  68%|██ | 301/444 [00:51<00:26,  5.43it/s, loss=1.105, pair=2.723, adv=2.168, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 302/444 [00:51<00:25,  5.68it/s, loss=1.105, pair=2.723, adv=2.168, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 302/444 [00:51<00:25,  5.68it/s, loss=1.746, pair=4.746, adv=2.496, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:26,  5.41it/s, loss=1.746, pair=4.746, adv=2.496, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:26,  5.41it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:24,  5.65it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:24,  5.65it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:26,  5.33it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  69%|██ | 305/444 [00:52<00:26,  5.33it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  69%|██ | 306/444 [00:52<00:24,  5.61it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  69%|▋| 306/444 [00:52<00:24,  5.61it/s, loss=11.364, pair=36.875, adv=2.298, sprd=0.003]
Ep 026/60 [S2:+mat]:  69%|▋| 307/444 [00:52<00:27,  5.06it/s, loss=11.364, pair=36.875, adv=2.298, sprd=0.003]
Ep 026/60 [S2:+mat]:  69%|██ | 307/444 [00:52<00:27,  5.06it/s, loss=1.882, pair=5.293, adv=2.279, sprd=0.002]
Ep 026/60 [S2:+mat]:  69%|██ | 308/444 [00:52<00:25,  5.37it/s, loss=1.882, pair=5.293, adv=2.279, sprd=0.002]
Ep 026/60 [S2:+mat]:  69%|██ | 308/444 [00:52<00:25,  5.37it/s, loss=1.827, pair=4.840, adv=2.347, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:26,  5.05it/s, loss=1.827, pair=4.840, adv=2.347, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:26,  5.05it/s, loss=2.133, pair=6.090, adv=2.449, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:25,  5.36it/s, loss=2.133, pair=6.090, adv=2.449, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 310/444 [00:53<00:25,  5.36it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 311/444 [00:53<00:25,  5.13it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|█▍| 311/444 [00:53<00:25,  5.13it/s, loss=5.606, pair=17.719, adv=2.200, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|█▍| 312/444 [00:53<00:24,  5.41it/s, loss=5.606, pair=17.719, adv=2.200, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 312/444 [00:53<00:24,  5.41it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 313/444 [00:53<00:25,  5.13it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  70%|██ | 313/444 [00:53<00:25,  5.13it/s, loss=2.590, pair=7.609, adv=2.410, sprd=0.002]
Ep 026/60 [S2:+mat]:  71%|██ | 314/444 [00:53<00:23,  5.56it/s, loss=2.590, pair=7.609, adv=2.410, sprd=0.002]
Ep 026/60 [S2:+mat]:  71%|██ | 314/444 [00:53<00:23,  5.56it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:24,  5.35it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  71%|█▍| 315/444 [00:53<00:24,  5.35it/s, loss=7.624, pair=24.422, adv=2.387, sprd=0.002]
Ep 026/60 [S2:+mat]:  71%|█▍| 316/444 [00:53<00:21,  5.82it/s, loss=7.624, pair=24.422, adv=2.387, sprd=0.002]
Ep 026/60 [S2:+mat]:  71%|██▏| 316/444 [00:54<00:21,  5.82it/s, loss=1.301, pair=3.230, adv=2.667, sprd=0.003]
Ep 026/60 [S2:+mat]:  71%|██▏| 317/444 [00:54<00:22,  5.58it/s, loss=1.301, pair=3.230, adv=2.667, sprd=0.003]
Ep 026/60 [S2:+mat]:  71%|██▏| 317/444 [00:54<00:22,  5.58it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  72%|██▏| 318/444 [00:54<00:20,  6.02it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  72%|██▏| 318/444 [00:54<00:20,  6.02it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  72%|██▏| 319/444 [00:54<00:22,  5.44it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  72%|█▍| 319/444 [00:54<00:22,  5.44it/s, loss=4.516, pair=14.125, adv=2.189, sprd=0.002]
Ep 026/60 [S2:+mat]:  72%|█▍| 320/444 [00:54<00:21,  5.67it/s, loss=4.516, pair=14.125, adv=2.189, sprd=0.002]
Ep 026/60 [S2:+mat]:  72%|██▏| 320/444 [00:54<00:21,  5.67it/s, loss=0.522, pair=0.669, adv=2.488, sprd=0.003]
Ep 026/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:22,  5.39it/s, loss=0.522, pair=0.669, adv=2.488, sprd=0.003]
Ep 026/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:22,  5.39it/s, loss=0.376, pair=0.262, adv=2.338, sprd=0.003]
Ep 026/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:21,  5.78it/s, loss=0.376, pair=0.262, adv=2.338, sprd=0.003]
Ep 026/60 [S2:+mat]:  73%|█▍| 322/444 [00:55<00:21,  5.78it/s, loss=4.930, pair=15.391, adv=2.364, sprd=0.002]
Ep 026/60 [S2:+mat]:  73%|█▍| 323/444 [00:55<00:21,  5.53it/s, loss=4.930, pair=15.391, adv=2.364, sprd=0.002]
Ep 026/60 [S2:+mat]:  73%|██▏| 323/444 [00:55<00:21,  5.53it/s, loss=0.341, pair=0.122, adv=2.415, sprd=0.002]
Ep 026/60 [S2:+mat]:  73%|██▏| 324/444 [00:55<00:20,  5.94it/s, loss=0.341, pair=0.122, adv=2.415, sprd=0.002]
Ep 026/60 [S2:+mat]:  73%|██▏| 324/444 [00:55<00:20,  5.94it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:20,  5.75it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:20,  5.75it/s, loss=3.306, pair=9.953, adv=2.372, sprd=0.004]
Ep 026/60 [S2:+mat]:  73%|██▏| 326/444 [00:55<00:19,  6.14it/s, loss=3.306, pair=9.953, adv=2.372, sprd=0.004]
Ep 026/60 [S2:+mat]:  73%|██▏| 326/444 [00:55<00:19,  6.14it/s, loss=1.796, pair=5.035, adv=2.148, sprd=0.002]
Ep 026/60 [S2:+mat]:  74%|██▏| 327/444 [00:55<00:20,  5.72it/s, loss=1.796, pair=5.035, adv=2.148, sprd=0.002]
Ep 026/60 [S2:+mat]:  74%|█▍| 327/444 [00:55<00:20,  5.72it/s, loss=8.191, pair=26.234, adv=2.462, sprd=0.003]
Ep 026/60 [S2:+mat]:  74%|█▍| 328/444 [00:55<00:19,  6.10it/s, loss=8.191, pair=26.234, adv=2.462, sprd=0.003]
Ep 026/60 [S2:+mat]:  74%|██▏| 328/444 [00:56<00:19,  6.10it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  74%|██▏| 329/444 [00:56<00:19,  5.76it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  74%|██▏| 329/444 [00:56<00:19,  5.76it/s, loss=1.148, pair=2.762, adv=2.333, sprd=0.003]
Ep 026/60 [S2:+mat]:  74%|██▏| 330/444 [00:56<00:18,  6.13it/s, loss=1.148, pair=2.762, adv=2.333, sprd=0.003]
Ep 026/60 [S2:+mat]:  74%|██▏| 330/444 [00:56<00:18,  6.13it/s, loss=0.553, pair=0.825, adv=2.319, sprd=0.002]
Ep 026/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:19,  5.76it/s, loss=0.553, pair=0.825, adv=2.319, sprd=0.002]
Ep 026/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:19,  5.76it/s, loss=1.075, pair=2.434, adv=2.641, sprd=0.004]
Ep 026/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:18,  6.13it/s, loss=1.075, pair=2.434, adv=2.641, sprd=0.004]
Ep 026/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:18,  6.13it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.005]
Ep 026/60 [S2:+mat]:  75%|██▎| 333/444 [00:56<00:19,  5.62it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.005]
Ep 026/60 [S2:+mat]:  75%|██▎| 333/444 [00:56<00:19,  5.62it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:18,  5.81it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  75%|██▎| 334/444 [00:57<00:18,  5.81it/s, loss=0.686, pair=1.300, adv=2.295, sprd=0.002]
Ep 026/60 [S2:+mat]:  75%|██▎| 335/444 [00:57<00:20,  5.40it/s, loss=0.686, pair=1.300, adv=2.295, sprd=0.002]
Ep 026/60 [S2:+mat]:  75%|██▎| 335/444 [00:57<00:20,  5.40it/s, loss=0.343, pair=0.106, adv=2.464, sprd=0.003]
Ep 026/60 [S2:+mat]:  76%|██▎| 336/444 [00:57<00:19,  5.63it/s, loss=0.343, pair=0.106, adv=2.464, sprd=0.003]
Ep 026/60 [S2:+mat]:  76%|██▎| 336/444 [00:57<00:19,  5.63it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006]
Ep 026/60 [S2:+mat]:  76%|██▎| 337/444 [00:57<00:21,  5.06it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.006]
Ep 026/60 [S2:+mat]:  76%|█▌| 337/444 [00:57<00:21,  5.06it/s, loss=4.611, pair=14.375, adv=2.299, sprd=0.002]
Ep 026/60 [S2:+mat]:  76%|█▌| 338/444 [00:57<00:19,  5.57it/s, loss=4.611, pair=14.375, adv=2.299, sprd=0.002]
Ep 026/60 [S2:+mat]:  76%|██▎| 338/444 [00:57<00:19,  5.57it/s, loss=1.067, pair=2.512, adv=2.446, sprd=0.004]
Ep 026/60 [S2:+mat]:  76%|██▎| 339/444 [00:57<00:19,  5.47it/s, loss=1.067, pair=2.512, adv=2.446, sprd=0.004]
Ep 026/60 [S2:+mat]:  76%|█▌| 339/444 [00:58<00:19,  5.47it/s, loss=3.347, pair=10.039, adv=2.648, sprd=0.003]
Ep 026/60 [S2:+mat]:  77%|█▌| 340/444 [00:58<00:17,  5.84it/s, loss=3.347, pair=10.039, adv=2.648, sprd=0.003]
Ep 026/60 [S2:+mat]:  77%|█▌| 340/444 [00:58<00:17,  5.84it/s, loss=3.881, pair=11.836, adv=2.633, sprd=0.002]
Ep 026/60 [S2:+mat]:  77%|█▌| 341/444 [00:58<00:18,  5.56it/s, loss=3.881, pair=11.836, adv=2.633, sprd=0.002]
Ep 026/60 [S2:+mat]:  77%|█▌| 341/444 [00:58<00:18,  5.56it/s, loss=6.992, pair=22.297, adv=2.316, sprd=0.002]
Ep 026/60 [S2:+mat]:  77%|█▌| 342/444 [00:58<00:17,  5.97it/s, loss=6.992, pair=22.297, adv=2.316, sprd=0.002]
Ep 026/60 [S2:+mat]:  77%|██▎| 342/444 [00:58<00:17,  5.97it/s, loss=1.009, pair=2.324, adv=2.442, sprd=0.003]
Ep 026/60 [S2:+mat]:  77%|██▎| 343/444 [00:58<00:17,  5.71it/s, loss=1.009, pair=2.324, adv=2.442, sprd=0.003]
Ep 026/60 [S2:+mat]:  77%|██▎| 343/444 [00:58<00:17,  5.71it/s, loss=0.314, pair=0.012, adv=2.359, sprd=0.002]
Ep 026/60 [S2:+mat]:  77%|██▎| 344/444 [00:58<00:16,  6.11it/s, loss=0.314, pair=0.012, adv=2.359, sprd=0.002]
Ep 026/60 [S2:+mat]:  77%|█▌| 344/444 [00:58<00:16,  6.11it/s, loss=7.268, pair=23.203, adv=2.401, sprd=0.002]
Ep 026/60 [S2:+mat]:  78%|█▌| 345/444 [00:58<00:17,  5.63it/s, loss=7.268, pair=23.203, adv=2.401, sprd=0.002]
Ep 026/60 [S2:+mat]:  78%|██▎| 345/444 [00:59<00:17,  5.63it/s, loss=1.594, pair=4.262, adv=2.489, sprd=0.003]
Ep 026/60 [S2:+mat]:  78%|██▎| 346/444 [00:59<00:16,  5.97it/s, loss=1.594, pair=4.262, adv=2.489, sprd=0.003]
Ep 026/60 [S2:+mat]:  78%|██▎| 346/444 [00:59<00:16,  5.97it/s, loss=1.844, pair=5.074, adv=2.545, sprd=0.003]
Ep 026/60 [S2:+mat]:  78%|██▎| 347/444 [00:59<00:17,  5.55it/s, loss=1.844, pair=5.074, adv=2.545, sprd=0.003]
Ep 026/60 [S2:+mat]:  78%|█▌| 347/444 [00:59<00:17,  5.55it/s, loss=6.762, pair=21.484, adv=2.405, sprd=0.002]
Ep 026/60 [S2:+mat]:  78%|█▌| 348/444 [00:59<00:16,  5.95it/s, loss=6.762, pair=21.484, adv=2.405, sprd=0.002]
Ep 026/60 [S2:+mat]:  78%|██▎| 348/444 [00:59<00:16,  5.95it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  79%|██▎| 349/444 [00:59<00:17,  5.57it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  79%|██▎| 349/444 [00:59<00:17,  5.57it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  79%|██▎| 350/444 [00:59<00:16,  5.80it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  79%|█▌| 350/444 [01:00<00:16,  5.80it/s, loss=3.327, pair=10.078, adv=2.340, sprd=0.002]
Ep 026/60 [S2:+mat]:  79%|█▌| 351/444 [01:00<00:17,  5.38it/s, loss=3.327, pair=10.078, adv=2.340, sprd=0.002]
Ep 026/60 [S2:+mat]:  79%|██▎| 351/444 [01:00<00:17,  5.38it/s, loss=3.079, pair=9.203, adv=2.541, sprd=0.002]
Ep 026/60 [S2:+mat]:  79%|██▍| 352/444 [01:00<00:15,  5.77it/s, loss=3.079, pair=9.203, adv=2.541, sprd=0.002]
Ep 026/60 [S2:+mat]:  79%|█▌| 352/444 [01:00<00:15,  5.77it/s, loss=3.530, pair=10.734, adv=2.411, sprd=0.002]
Ep 026/60 [S2:+mat]:  80%|█▌| 353/444 [01:00<00:16,  5.56it/s, loss=3.530, pair=10.734, adv=2.411, sprd=0.002]
Ep 026/60 [S2:+mat]:  80%|██▍| 353/444 [01:00<00:16,  5.56it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  80%|██▍| 354/444 [01:00<00:15,  5.90it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  80%|██▍| 354/444 [01:00<00:15,  5.90it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  80%|██▍| 355/444 [01:00<00:16,  5.41it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  80%|██▍| 355/444 [01:00<00:16,  5.41it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  80%|██▍| 356/444 [01:00<00:15,  5.63it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  80%|██▍| 356/444 [01:01<00:15,  5.63it/s, loss=0.326, pair=0.000, adv=2.544, sprd=0.003]
Ep 026/60 [S2:+mat]:  80%|██▍| 357/444 [01:01<00:15,  5.52it/s, loss=0.326, pair=0.000, adv=2.544, sprd=0.003]
Ep 026/60 [S2:+mat]:  80%|█▌| 357/444 [01:01<00:15,  5.52it/s, loss=4.720, pair=14.742, adv=2.349, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|█▌| 358/444 [01:01<00:14,  5.90it/s, loss=4.720, pair=14.742, adv=2.349, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|██▍| 358/444 [01:01<00:14,  5.90it/s, loss=0.650, pair=1.153, adv=2.359, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|██▍| 359/444 [01:01<00:15,  5.51it/s, loss=0.650, pair=1.153, adv=2.359, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|██▍| 359/444 [01:01<00:15,  5.51it/s, loss=0.790, pair=1.645, adv=2.332, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|██▍| 360/444 [01:01<00:14,  5.92it/s, loss=0.790, pair=1.645, adv=2.332, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|██▍| 360/444 [01:01<00:14,  5.92it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|██▍| 361/444 [01:01<00:14,  5.62it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  81%|██▍| 361/444 [01:01<00:14,  5.62it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  82%|██▍| 362/444 [01:01<00:13,  6.05it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  82%|█▋| 362/444 [01:02<00:13,  6.05it/s, loss=4.371, pair=13.555, adv=2.371, sprd=0.002]
Ep 026/60 [S2:+mat]:  82%|█▋| 363/444 [01:02<00:14,  5.78it/s, loss=4.371, pair=13.555, adv=2.371, sprd=0.002]
Ep 026/60 [S2:+mat]:  82%|██▍| 363/444 [01:02<00:14,  5.78it/s, loss=0.479, pair=0.638, adv=2.240, sprd=0.002]
Ep 026/60 [S2:+mat]:  82%|██▍| 364/444 [01:02<00:12,  6.17it/s, loss=0.479, pair=0.638, adv=2.240, sprd=0.002]
Ep 026/60 [S2:+mat]:  82%|██▍| 364/444 [01:02<00:12,  6.17it/s, loss=0.783, pair=1.544, adv=2.433, sprd=0.003]
Ep 026/60 [S2:+mat]:  82%|██▍| 365/444 [01:02<00:13,  5.86it/s, loss=0.783, pair=1.544, adv=2.433, sprd=0.003]
Ep 026/60 [S2:+mat]:  82%|██▍| 365/444 [01:02<00:13,  5.86it/s, loss=1.682, pair=4.531, adv=2.564, sprd=0.003]
Ep 026/60 [S2:+mat]:  82%|██▍| 366/444 [01:02<00:12,  6.22it/s, loss=1.682, pair=4.531, adv=2.564, sprd=0.003]
Ep 026/60 [S2:+mat]:  82%|█▋| 366/444 [01:02<00:12,  6.22it/s, loss=6.945, pair=22.141, adv=2.395, sprd=0.002]
Ep 026/60 [S2:+mat]:  83%|█▋| 367/444 [01:02<00:13,  5.76it/s, loss=6.945, pair=22.141, adv=2.395, sprd=0.002]
Ep 026/60 [S2:+mat]:  83%|██▍| 367/444 [01:02<00:13,  5.76it/s, loss=0.430, pair=0.450, adv=2.267, sprd=0.003]
Ep 026/60 [S2:+mat]:  83%|██▍| 368/444 [01:02<00:12,  6.15it/s, loss=0.430, pair=0.450, adv=2.267, sprd=0.003]
Ep 026/60 [S2:+mat]:  83%|█▋| 368/444 [01:03<00:12,  6.15it/s, loss=5.846, pair=18.344, adv=2.597, sprd=0.003]
Ep 026/60 [S2:+mat]:  83%|█▋| 369/444 [01:03<00:12,  5.84it/s, loss=5.846, pair=18.344, adv=2.597, sprd=0.003]
Ep 026/60 [S2:+mat]:  83%|██▍| 369/444 [01:03<00:12,  5.84it/s, loss=0.350, pair=0.106, adv=2.504, sprd=0.003]
Ep 026/60 [S2:+mat]:  83%|██▌| 370/444 [01:03<00:11,  6.21it/s, loss=0.350, pair=0.106, adv=2.504, sprd=0.003]
Ep 026/60 [S2:+mat]:  83%|██▌| 370/444 [01:03<00:11,  6.21it/s, loss=2.409, pair=6.953, adv=2.559, sprd=0.003]
Ep 026/60 [S2:+mat]:  84%|██▌| 371/444 [01:03<00:12,  5.66it/s, loss=2.409, pair=6.953, adv=2.559, sprd=0.003]
Ep 026/60 [S2:+mat]:  84%|█▋| 371/444 [01:03<00:12,  5.66it/s, loss=4.375, pair=13.516, adv=2.522, sprd=0.003]
Ep 026/60 [S2:+mat]:  84%|█▋| 372/444 [01:03<00:11,  6.07it/s, loss=4.375, pair=13.516, adv=2.522, sprd=0.003]
Ep 026/60 [S2:+mat]:  84%|██▌| 372/444 [01:03<00:11,  6.07it/s, loss=0.298, pair=0.000, adv=2.281, sprd=0.002]
Ep 026/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:12,  5.70it/s, loss=0.298, pair=0.000, adv=2.281, sprd=0.002]
Ep 026/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:12,  5.70it/s, loss=2.374, pair=6.918, adv=2.284, sprd=0.002]
Ep 026/60 [S2:+mat]:  84%|██▌| 374/444 [01:03<00:11,  6.10it/s, loss=2.374, pair=6.918, adv=2.284, sprd=0.002]
Ep 026/60 [S2:+mat]:  84%|██▌| 374/444 [01:04<00:11,  6.10it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  84%|██▌| 375/444 [01:04<00:12,  5.73it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  84%|██▌| 375/444 [01:04<00:12,  5.73it/s, loss=1.390, pair=3.637, adv=2.395, sprd=0.002]
Ep 026/60 [S2:+mat]:  85%|██▌| 376/444 [01:04<00:11,  6.11it/s, loss=1.390, pair=3.637, adv=2.395, sprd=0.002]
Ep 026/60 [S2:+mat]:  85%|█▋| 376/444 [01:04<00:11,  6.11it/s, loss=5.316, pair=16.672, adv=2.317, sprd=0.002]
Ep 026/60 [S2:+mat]:  85%|█▋| 377/444 [01:04<00:11,  5.73it/s, loss=5.316, pair=16.672, adv=2.317, sprd=0.002]
Ep 026/60 [S2:+mat]:  85%|██▌| 377/444 [01:04<00:11,  5.73it/s, loss=0.726, pair=1.388, adv=2.450, sprd=0.003]
Ep 026/60 [S2:+mat]:  85%|██▌| 378/444 [01:04<00:10,  6.10it/s, loss=0.726, pair=1.388, adv=2.450, sprd=0.003]
Ep 026/60 [S2:+mat]:  85%|██▌| 378/444 [01:04<00:10,  6.10it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  85%|██▌| 379/444 [01:04<00:11,  5.80it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  85%|██▌| 379/444 [01:04<00:11,  5.80it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  86%|██▌| 380/444 [01:04<00:10,  6.20it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  86%|██▌| 380/444 [01:05<00:10,  6.20it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  86%|██▌| 381/444 [01:05<00:10,  5.82it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  86%|██▌| 381/444 [01:05<00:10,  5.82it/s, loss=0.306, pair=0.006, adv=2.361, sprd=0.003]
Ep 026/60 [S2:+mat]:  86%|██▌| 382/444 [01:05<00:09,  6.21it/s, loss=0.306, pair=0.006, adv=2.361, sprd=0.003]
Ep 026/60 [S2:+mat]:  86%|█▋| 382/444 [01:05<00:09,  6.21it/s, loss=5.739, pair=18.078, adv=2.454, sprd=0.003]
Ep 026/60 [S2:+mat]:  86%|█▋| 383/444 [01:05<00:10,  5.78it/s, loss=5.739, pair=18.078, adv=2.454, sprd=0.003]
Ep 026/60 [S2:+mat]:  86%|██▌| 383/444 [01:05<00:10,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  86%|██▌| 384/444 [01:05<00:09,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  86%|██▌| 384/444 [01:05<00:09,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  87%|██▌| 385/444 [01:05<00:09,  5.98it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  87%|██▌| 385/444 [01:05<00:09,  5.98it/s, loss=0.425, pair=0.450, adv=2.304, sprd=0.002]
Ep 026/60 [S2:+mat]:  87%|██▌| 386/444 [01:05<00:09,  6.31it/s, loss=0.425, pair=0.450, adv=2.304, sprd=0.002]
Ep 026/60 [S2:+mat]:  87%|██▌| 386/444 [01:06<00:09,  6.31it/s, loss=0.680, pair=0.787, adv=2.344, sprd=0.002]
Ep 026/60 [S2:+mat]:  87%|██▌| 387/444 [01:06<00:09,  5.85it/s, loss=0.680, pair=0.787, adv=2.344, sprd=0.002]
Ep 026/60 [S2:+mat]:  87%|██▌| 387/444 [01:06<00:09,  5.85it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  87%|██▌| 388/444 [01:06<00:08,  6.23it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  87%|██▌| 388/444 [01:06<00:08,  6.23it/s, loss=0.386, pair=0.200, adv=2.515, sprd=0.005]
Ep 026/60 [S2:+mat]:  88%|██▋| 389/444 [01:06<00:09,  5.58it/s, loss=0.386, pair=0.200, adv=2.515, sprd=0.005]
Ep 026/60 [S2:+mat]:  88%|██▋| 389/444 [01:06<00:09,  5.58it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:09,  5.99it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:09,  5.99it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  88%|██▋| 391/444 [01:06<00:09,  5.53it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  88%|██▋| 391/444 [01:06<00:09,  5.53it/s, loss=1.720, pair=4.699, adv=2.400, sprd=0.004]
Ep 026/60 [S2:+mat]:  88%|██▋| 392/444 [01:06<00:08,  5.95it/s, loss=1.720, pair=4.699, adv=2.400, sprd=0.004]
Ep 026/60 [S2:+mat]:  88%|██▋| 392/444 [01:07<00:08,  5.95it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  89%|██▋| 393/444 [01:07<00:09,  5.53it/s, loss=0.125, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  89%|██▋| 393/444 [01:07<00:09,  5.53it/s, loss=0.304, pair=0.000, adv=2.415, sprd=0.002]
Ep 026/60 [S2:+mat]:  89%|██▋| 394/444 [01:07<00:08,  5.94it/s, loss=0.304, pair=0.000, adv=2.415, sprd=0.002]
Ep 026/60 [S2:+mat]:  89%|██▋| 394/444 [01:07<00:08,  5.94it/s, loss=1.323, pair=3.314, adv=2.565, sprd=0.003]
Ep 026/60 [S2:+mat]:  89%|██▋| 395/444 [01:07<00:08,  5.74it/s, loss=1.323, pair=3.314, adv=2.565, sprd=0.003]
Ep 026/60 [S2:+mat]:  89%|██▋| 395/444 [01:07<00:08,  5.74it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  89%|██▋| 396/444 [01:07<00:07,  6.14it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 026/60 [S2:+mat]:  89%|██▋| 396/444 [01:07<00:07,  6.14it/s, loss=0.899, pair=1.824, adv=2.465, sprd=0.004]
Ep 026/60 [S2:+mat]:  89%|██▋| 397/444 [01:07<00:08,  5.75it/s, loss=0.899, pair=1.824, adv=2.465, sprd=0.004]
Ep 026/60 [S2:+mat]:  89%|██▋| 397/444 [01:07<00:08,  5.75it/s, loss=0.475, pair=0.575, adv=2.375, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|██▋| 398/444 [01:07<00:07,  6.14it/s, loss=0.475, pair=0.575, adv=2.375, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|██▋| 398/444 [01:08<00:07,  6.14it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|██▋| 399/444 [01:08<00:07,  5.69it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|█▊| 399/444 [01:08<00:07,  5.69it/s, loss=4.736, pair=14.734, adv=2.497, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|█▊| 400/444 [01:08<00:07,  6.08it/s, loss=4.736, pair=14.734, adv=2.497, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|█▊| 400/444 [01:08<00:07,  6.08it/s, loss=7.128, pair=22.703, adv=2.490, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|█▊| 401/444 [01:08<00:07,  5.82it/s, loss=7.128, pair=22.703, adv=2.490, sprd=0.003]
Ep 026/60 [S2:+mat]:  90%|█▊| 401/444 [01:08<00:07,  5.82it/s, loss=3.491, pair=10.516, adv=2.646, sprd=0.004]
Ep 026/60 [S2:+mat]:  91%|█▊| 402/444 [01:08<00:06,  6.17it/s, loss=3.491, pair=10.516, adv=2.646, sprd=0.004]
Ep 026/60 [S2:+mat]:  91%|██▋| 402/444 [01:08<00:06,  6.17it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  91%|██▋| 403/444 [01:08<00:07,  5.70it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  91%|██▋| 403/444 [01:08<00:07,  5.70it/s, loss=0.548, pair=0.741, adv=2.541, sprd=0.005]
Ep 026/60 [S2:+mat]:  91%|██▋| 404/444 [01:08<00:06,  6.08it/s, loss=0.548, pair=0.741, adv=2.541, sprd=0.005]
Ep 026/60 [S2:+mat]:  91%|██▋| 404/444 [01:09<00:06,  6.08it/s, loss=1.990, pair=5.598, adv=2.399, sprd=0.006]
Ep 026/60 [S2:+mat]:  91%|██▋| 405/444 [01:09<00:06,  5.63it/s, loss=1.990, pair=5.598, adv=2.399, sprd=0.006]
Ep 026/60 [S2:+mat]:  91%|██▋| 405/444 [01:09<00:06,  5.63it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005]
Ep 026/60 [S2:+mat]:  91%|██▋| 406/444 [01:09<00:06,  6.04it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.005]
Ep 026/60 [S2:+mat]:  91%|██▋| 406/444 [01:09<00:06,  6.04it/s, loss=0.413, pair=0.387, adv=2.322, sprd=0.003]
Ep 026/60 [S2:+mat]:  92%|██▊| 407/444 [01:09<00:06,  5.72it/s, loss=0.413, pair=0.387, adv=2.322, sprd=0.003]
Ep 026/60 [S2:+mat]:  92%|██▊| 407/444 [01:09<00:06,  5.72it/s, loss=0.461, pair=0.536, adv=2.394, sprd=0.003]
Ep 026/60 [S2:+mat]:  92%|██▊| 408/444 [01:09<00:05,  6.12it/s, loss=0.461, pair=0.536, adv=2.394, sprd=0.003]
Ep 026/60 [S2:+mat]:  92%|██▊| 408/444 [01:09<00:05,  6.12it/s, loss=0.919, pair=1.993, adv=2.521, sprd=0.005]
Ep 026/60 [S2:+mat]:  92%|██▊| 409/444 [01:09<00:06,  5.66it/s, loss=0.919, pair=1.993, adv=2.521, sprd=0.005]
Ep 026/60 [S2:+mat]:  92%|██▊| 409/444 [01:10<00:06,  5.66it/s, loss=3.196, pair=9.547, adv=2.586, sprd=0.005]
Ep 026/60 [S2:+mat]:  92%|██▊| 410/444 [01:10<00:05,  6.06it/s, loss=3.196, pair=9.547, adv=2.586, sprd=0.005]
Ep 026/60 [S2:+mat]:  92%|█▊| 410/444 [01:10<00:05,  6.06it/s, loss=5.334, pair=16.750, adv=2.431, sprd=0.004]
Ep 026/60 [S2:+mat]:  93%|█▊| 411/444 [01:10<00:05,  5.67it/s, loss=5.334, pair=16.750, adv=2.431, sprd=0.004]
Ep 026/60 [S2:+mat]:  93%|██▊| 411/444 [01:10<00:05,  5.67it/s, loss=1.447, pair=3.840, adv=2.309, sprd=0.003]
Ep 026/60 [S2:+mat]:  93%|██▊| 412/444 [01:10<00:05,  6.08it/s, loss=1.447, pair=3.840, adv=2.309, sprd=0.003]
Ep 026/60 [S2:+mat]:  93%|██▊| 412/444 [01:10<00:05,  6.08it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  93%|██▊| 413/444 [01:10<00:05,  5.83it/s, loss=0.111, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  93%|██▊| 413/444 [01:10<00:05,  5.83it/s, loss=0.849, pair=1.788, adv=2.375, sprd=0.005]
Ep 026/60 [S2:+mat]:  93%|██▊| 414/444 [01:10<00:04,  6.21it/s, loss=0.849, pair=1.788, adv=2.375, sprd=0.005]
Ep 026/60 [S2:+mat]:  93%|█▊| 414/444 [01:10<00:04,  6.21it/s, loss=6.550, pair=20.828, adv=2.320, sprd=0.005]
Ep 026/60 [S2:+mat]:  93%|█▊| 415/444 [01:10<00:04,  5.84it/s, loss=6.550, pair=20.828, adv=2.320, sprd=0.005]
Ep 026/60 [S2:+mat]:  93%|██▊| 415/444 [01:11<00:04,  5.84it/s, loss=0.603, pair=0.966, adv=2.392, sprd=0.003]
Ep 026/60 [S2:+mat]:  94%|██▊| 416/444 [01:11<00:04,  6.22it/s, loss=0.603, pair=0.966, adv=2.392, sprd=0.003]
Ep 026/60 [S2:+mat]:  94%|█▊| 416/444 [01:11<00:04,  6.22it/s, loss=3.627, pair=11.016, adv=2.533, sprd=0.004]
Ep 026/60 [S2:+mat]:  94%|█▉| 417/444 [01:11<00:04,  5.89it/s, loss=3.627, pair=11.016, adv=2.533, sprd=0.004]
Ep 026/60 [S2:+mat]:  94%|██▊| 417/444 [01:11<00:04,  5.89it/s, loss=2.929, pair=8.688, adv=2.513, sprd=0.004]
Ep 026/60 [S2:+mat]:  94%|██▊| 418/444 [01:11<00:04,  6.26it/s, loss=2.929, pair=8.688, adv=2.513, sprd=0.004]
Ep 026/60 [S2:+mat]:  94%|██▊| 418/444 [01:11<00:04,  6.26it/s, loss=0.376, pair=0.200, adv=2.417, sprd=0.004]
Ep 026/60 [S2:+mat]:  94%|██▊| 419/444 [01:11<00:04,  5.76it/s, loss=0.376, pair=0.200, adv=2.417, sprd=0.004]
Ep 026/60 [S2:+mat]:  94%|██▊| 419/444 [01:11<00:04,  5.76it/s, loss=1.671, pair=4.547, adv=2.374, sprd=0.002]
Ep 026/60 [S2:+mat]:  95%|██▊| 420/444 [01:11<00:03,  6.17it/s, loss=1.671, pair=4.547, adv=2.374, sprd=0.002]
Ep 026/60 [S2:+mat]:  95%|█▉| 420/444 [01:11<00:03,  6.17it/s, loss=6.341, pair=20.109, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  95%|█▉| 421/444 [01:11<00:03,  5.75it/s, loss=6.341, pair=20.109, adv=2.410, sprd=0.003]
Ep 026/60 [S2:+mat]:  95%|██▊| 421/444 [01:12<00:03,  5.75it/s, loss=0.803, pair=1.638, adv=2.496, sprd=0.003]
Ep 026/60 [S2:+mat]:  95%|██▊| 422/444 [01:12<00:03,  6.13it/s, loss=0.803, pair=1.638, adv=2.496, sprd=0.003]
Ep 026/60 [S2:+mat]:  95%|██▊| 422/444 [01:12<00:03,  6.13it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  95%|██▊| 423/444 [01:12<00:03,  5.70it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  95%|██▊| 423/444 [01:12<00:03,  5.70it/s, loss=0.358, pair=0.137, adv=2.484, sprd=0.004]
Ep 026/60 [S2:+mat]:  95%|██▊| 424/444 [01:12<00:03,  6.09it/s, loss=0.358, pair=0.137, adv=2.484, sprd=0.004]
Ep 026/60 [S2:+mat]:  95%|██▊| 424/444 [01:12<00:03,  6.09it/s, loss=2.981, pair=8.844, adv=2.533, sprd=0.005]
Ep 026/60 [S2:+mat]:  96%|██▊| 425/444 [01:12<00:03,  5.80it/s, loss=2.981, pair=8.844, adv=2.533, sprd=0.005]
Ep 026/60 [S2:+mat]:  96%|██▊| 425/444 [01:12<00:03,  5.80it/s, loss=0.987, pair=2.152, adv=2.661, sprd=0.004]
Ep 026/60 [S2:+mat]:  96%|██▉| 426/444 [01:12<00:02,  6.20it/s, loss=0.987, pair=2.152, adv=2.661, sprd=0.004]
Ep 026/60 [S2:+mat]:  96%|██▉| 426/444 [01:12<00:02,  6.20it/s, loss=0.531, pair=0.755, adv=2.394, sprd=0.003]
Ep 026/60 [S2:+mat]:  96%|██▉| 427/444 [01:12<00:02,  5.88it/s, loss=0.531, pair=0.755, adv=2.394, sprd=0.003]
Ep 026/60 [S2:+mat]:  96%|██▉| 427/444 [01:13<00:02,  5.88it/s, loss=2.421, pair=7.047, adv=2.305, sprd=0.003]
Ep 026/60 [S2:+mat]:  96%|██▉| 428/444 [01:13<00:02,  6.26it/s, loss=2.421, pair=7.047, adv=2.305, sprd=0.003]
Ep 026/60 [S2:+mat]:  96%|██▉| 428/444 [01:13<00:02,  6.26it/s, loss=0.367, pair=0.137, adv=2.595, sprd=0.004]
Ep 026/60 [S2:+mat]:  97%|██▉| 429/444 [01:13<00:02,  5.84it/s, loss=0.367, pair=0.137, adv=2.595, sprd=0.004]
Ep 026/60 [S2:+mat]:  97%|██▉| 429/444 [01:13<00:02,  5.84it/s, loss=0.640, pair=0.950, adv=2.857, sprd=0.004]
Ep 026/60 [S2:+mat]:  97%|██▉| 430/444 [01:13<00:02,  6.22it/s, loss=0.640, pair=0.950, adv=2.857, sprd=0.004]
Ep 026/60 [S2:+mat]:  97%|██▉| 430/444 [01:13<00:02,  6.22it/s, loss=0.304, pair=0.044, adv=2.248, sprd=0.003]
Ep 026/60 [S2:+mat]:  97%|██▉| 431/444 [01:13<00:02,  5.90it/s, loss=0.304, pair=0.044, adv=2.248, sprd=0.003]
Ep 026/60 [S2:+mat]:  97%|██▉| 431/444 [01:13<00:02,  5.90it/s, loss=2.386, pair=6.961, adv=2.361, sprd=0.002]
Ep 026/60 [S2:+mat]:  97%|██▉| 432/444 [01:13<00:01,  6.26it/s, loss=2.386, pair=6.961, adv=2.361, sprd=0.002]
Ep 026/60 [S2:+mat]:  97%|██▉| 432/444 [01:13<00:01,  6.26it/s, loss=0.544, pair=0.669, adv=2.724, sprd=0.004]
Ep 026/60 [S2:+mat]:  98%|██▉| 433/444 [01:13<00:01,  5.81it/s, loss=0.544, pair=0.669, adv=2.724, sprd=0.004]
Ep 026/60 [S2:+mat]:  98%|█▉| 433/444 [01:14<00:01,  5.81it/s, loss=6.781, pair=21.547, adv=2.542, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|█▉| 434/444 [01:14<00:01,  6.19it/s, loss=6.781, pair=21.547, adv=2.542, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|██▉| 434/444 [01:14<00:01,  6.19it/s, loss=3.134, pair=9.391, adv=2.573, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|██▉| 435/444 [01:14<00:01,  5.87it/s, loss=3.134, pair=9.391, adv=2.573, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|██▉| 435/444 [01:14<00:01,  5.87it/s, loss=0.988, pair=2.199, adv=2.626, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|██▉| 436/444 [01:14<00:01,  6.25it/s, loss=0.988, pair=2.199, adv=2.626, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|█▉| 436/444 [01:14<00:01,  6.25it/s, loss=5.541, pair=17.375, adv=2.658, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|█▉| 437/444 [01:14<00:01,  5.86it/s, loss=5.541, pair=17.375, adv=2.658, sprd=0.003]
Ep 026/60 [S2:+mat]:  98%|██▉| 437/444 [01:14<00:01,  5.86it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  99%|██▉| 438/444 [01:14<00:00,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]:  99%|██▉| 438/444 [01:14<00:00,  6.23it/s, loss=0.499, pair=0.653, adv=2.397, sprd=0.003]
Ep 026/60 [S2:+mat]:  99%|██▉| 439/444 [01:14<00:00,  5.82it/s, loss=0.499, pair=0.653, adv=2.397, sprd=0.003]
Ep 026/60 [S2:+mat]:  99%|█▉| 439/444 [01:15<00:00,  5.82it/s, loss=6.102, pair=19.297, adv=2.490, sprd=0.003]
Ep 026/60 [S2:+mat]:  99%|█▉| 440/444 [01:15<00:00,  6.18it/s, loss=6.102, pair=19.297, adv=2.490, sprd=0.003]
Ep 026/60 [S2:+mat]:  99%|██▉| 440/444 [01:15<00:00,  6.18it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  99%|██▉| 441/444 [01:15<00:00,  5.59it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.004]
Ep 026/60 [S2:+mat]:  99%|██▉| 441/444 [01:15<00:00,  5.59it/s, loss=0.327, pair=0.028, adv=2.559, sprd=0.003]
Ep 026/60 [S2:+mat]: 100%|██▉| 442/444 [01:15<00:00,  6.00it/s, loss=0.327, pair=0.028, adv=2.559, sprd=0.003]
Ep 026/60 [S2:+mat]: 100%|██▉| 442/444 [01:15<00:00,  6.00it/s, loss=3.160, pair=9.375, adv=2.597, sprd=0.003]
Ep 026/60 [S2:+mat]: 100%|██▉| 443/444 [01:15<00:00,  5.57it/s, loss=3.160, pair=9.375, adv=2.597, sprd=0.003]
Ep 026/60 [S2:+mat]: 100%|██▉| 443/444 [01:15<00:00,  5.57it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 026/60 [S2:+mat]: 100%|███| 444/444 [01:15<00:00,  6.00it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
                                                                                                              
Epoch 026/60 [S2:+mat]  loss=1.7329  mat=0.1741  sens=5.4454  pair=4.9426  adv=1.6761(rand=3.37)  deg=0.0119  orth=0.0057  spread=0.0029  q_mean=52.8  q_std=21.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.48e-05  76s

Ep 027/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 027/60 [S2:+mat]:   0%|            | 0/444 [00:00<?, ?it/s, loss=5.025, pair=15.719, adv=2.373, sprd=0.003]
Ep 027/60 [S2:+mat]:   0%|    | 1/444 [00:00<01:54,  3.87it/s, loss=5.025, pair=15.719, adv=2.373, sprd=0.003]
Ep 027/60 [S2:+mat]:   0%|     | 1/444 [00:00<01:54,  3.87it/s, loss=0.641, pair=1.061, adv=2.505, sprd=0.003]
Ep 027/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:22,  5.33it/s, loss=0.641, pair=1.061, adv=2.505, sprd=0.003]
Ep 027/60 [S2:+mat]:   0%|    | 2/444 [00:00<01:22,  5.33it/s, loss=3.837, pair=11.484, adv=2.525, sprd=0.004]
Ep 027/60 [S2:+mat]:   1%|    | 3/444 [00:00<01:26,  5.12it/s, loss=3.837, pair=11.484, adv=2.525, sprd=0.004]
Ep 027/60 [S2:+mat]:   1%|    | 3/444 [00:00<01:26,  5.12it/s, loss=4.373, pair=13.531, adv=2.460, sprd=0.002]
Ep 027/60 [S2:+mat]:   1%|    | 4/444 [00:00<01:15,  5.79it/s, loss=4.373, pair=13.531, adv=2.460, sprd=0.002]
Ep 027/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:15,  5.79it/s, loss=0.633, pair=1.044, adv=2.448, sprd=0.002]
Ep 027/60 [S2:+mat]:   1%|     | 5/444 [00:00<01:19,  5.53it/s, loss=0.633, pair=1.044, adv=2.448, sprd=0.002]
Ep 027/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:19,  5.53it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:12,  6.01it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:12,  6.01it/s, loss=2.690, pair=7.672, adv=2.505, sprd=0.003]
Ep 027/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:17,  5.64it/s, loss=2.690, pair=7.672, adv=2.505, sprd=0.003]
Ep 027/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:17,  5.64it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:11,  6.08it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:11,  6.08it/s, loss=1.503, pair=3.730, adv=2.466, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:15,  5.80it/s, loss=1.503, pair=3.730, adv=2.466, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:15,  5.80it/s, loss=0.614, pair=1.066, adv=2.348, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:10,  6.18it/s, loss=0.614, pair=1.066, adv=2.348, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:10,  6.18it/s, loss=0.584, pair=0.856, adv=2.589, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|    | 11/444 [00:01<01:14,  5.78it/s, loss=0.584, pair=0.856, adv=2.589, sprd=0.002]
Ep 027/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:14,  5.78it/s, loss=0.420, pair=0.387, adv=2.312, sprd=0.002]
Ep 027/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:10,  6.16it/s, loss=0.420, pair=0.387, adv=2.312, sprd=0.002]
Ep 027/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:10,  6.16it/s, loss=0.973, pair=2.199, adv=2.453, sprd=0.002]
Ep 027/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.81it/s, loss=0.973, pair=2.199, adv=2.453, sprd=0.002]
Ep 027/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.81it/s, loss=0.802, pair=1.638, adv=2.452, sprd=0.002]
Ep 027/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.06it/s, loss=0.802, pair=1.638, adv=2.452, sprd=0.002]
Ep 027/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.06it/s, loss=0.812, pair=1.723, adv=2.141, sprd=0.003]
Ep 027/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:14,  5.73it/s, loss=0.812, pair=1.723, adv=2.141, sprd=0.003]
Ep 027/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:14,  5.73it/s, loss=2.838, pair=8.422, adv=2.484, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:11,  6.01it/s, loss=2.838, pair=8.422, adv=2.484, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:11,  6.01it/s, loss=0.305, pair=0.000, adv=2.414, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|▏   | 17/444 [00:02<01:16,  5.62it/s, loss=0.305, pair=0.000, adv=2.414, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|   | 17/444 [00:03<01:16,  5.62it/s, loss=5.392, pair=16.984, adv=2.359, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:13,  5.81it/s, loss=5.392, pair=16.984, adv=2.359, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:13,  5.81it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:17,  5.47it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   4%|▏  | 19/444 [00:03<01:17,  5.47it/s, loss=7.011, pair=22.391, adv=2.331, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏  | 20/444 [00:03<01:12,  5.85it/s, loss=7.011, pair=22.391, adv=2.331, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:12,  5.85it/s, loss=0.312, pair=0.028, adv=2.401, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:16,  5.50it/s, loss=0.312, pair=0.028, adv=2.401, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:16,  5.50it/s, loss=2.197, pair=6.352, adv=2.298, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:10,  5.95it/s, loss=2.197, pair=6.352, adv=2.298, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:10,  5.95it/s, loss=0.410, pair=0.356, adv=2.376, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:15,  5.58it/s, loss=0.410, pair=0.356, adv=2.376, sprd=0.002]
Ep 027/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:15,  5.58it/s, loss=0.317, pair=0.091, adv=2.294, sprd=0.003]
Ep 027/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:10,  5.98it/s, loss=0.317, pair=0.091, adv=2.294, sprd=0.003]
Ep 027/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:10,  5.98it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:13,  5.67it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:13,  5.67it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:09,  6.00it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:09,  6.00it/s, loss=2.910, pair=8.617, adv=2.566, sprd=0.004]
Ep 027/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:14,  5.62it/s, loss=2.910, pair=8.617, adv=2.566, sprd=0.004]
Ep 027/60 [S2:+mat]:   6%|▏  | 27/444 [00:04<01:14,  5.62it/s, loss=5.896, pair=18.641, adv=2.376, sprd=0.003]
Ep 027/60 [S2:+mat]:   6%|▏  | 28/444 [00:04<01:09,  5.95it/s, loss=5.896, pair=18.641, adv=2.376, sprd=0.003]
Ep 027/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:09,  5.95it/s, loss=0.987, pair=2.199, adv=2.481, sprd=0.004]
Ep 027/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:14,  5.57it/s, loss=0.987, pair=2.199, adv=2.481, sprd=0.004]
Ep 027/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:14,  5.57it/s, loss=0.553, pair=0.856, adv=2.214, sprd=0.002]
Ep 027/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.01it/s, loss=0.553, pair=0.856, adv=2.214, sprd=0.002]
Ep 027/60 [S2:+mat]:   7%|▏  | 30/444 [00:05<01:08,  6.01it/s, loss=5.301, pair=16.516, adv=2.728, sprd=0.005]
Ep 027/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:14,  5.56it/s, loss=5.301, pair=16.516, adv=2.728, sprd=0.005]
Ep 027/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:14,  5.56it/s, loss=1.614, pair=4.402, adv=2.269, sprd=0.002]
Ep 027/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:09,  5.97it/s, loss=1.614, pair=4.402, adv=2.269, sprd=0.002]
Ep 027/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:09,  5.97it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:12,  5.65it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:12,  5.65it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:09,  5.91it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:09,  5.91it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:14,  5.48it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:14,  5.48it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:09,  5.89it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:09,  5.89it/s, loss=2.685, pair=7.938, adv=2.333, sprd=0.004]
Ep 027/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:15,  5.41it/s, loss=2.685, pair=7.938, adv=2.333, sprd=0.004]
Ep 027/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:15,  5.41it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:11,  5.66it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:11,  5.66it/s, loss=2.621, pair=7.719, adv=2.390, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:14,  5.45it/s, loss=2.621, pair=7.719, adv=2.390, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎  | 39/444 [00:06<01:14,  5.45it/s, loss=5.771, pair=18.188, adv=2.524, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎  | 40/444 [00:06<01:10,  5.71it/s, loss=5.771, pair=18.188, adv=2.524, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:10,  5.71it/s, loss=0.224, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:14,  5.45it/s, loss=0.224, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:14,  5.45it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:08,  5.87it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:08,  5.87it/s, loss=0.300, pair=0.012, adv=2.352, sprd=0.003]
Ep 027/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:13,  5.49it/s, loss=0.300, pair=0.012, adv=2.352, sprd=0.003]
Ep 027/60 [S2:+mat]:  10%|▎  | 43/444 [00:07<01:13,  5.49it/s, loss=4.191, pair=12.945, adv=2.441, sprd=0.003]
Ep 027/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:08,  5.88it/s, loss=4.191, pair=12.945, adv=2.441, sprd=0.003]
Ep 027/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:08,  5.88it/s, loss=0.302, pair=0.012, adv=2.239, sprd=0.002]
Ep 027/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:11,  5.56it/s, loss=0.302, pair=0.012, adv=2.239, sprd=0.002]
Ep 027/60 [S2:+mat]:  10%|▎  | 45/444 [00:08<01:11,  5.56it/s, loss=3.532, pair=10.758, adv=2.358, sprd=0.003]
Ep 027/60 [S2:+mat]:  10%|▎  | 46/444 [00:08<01:09,  5.76it/s, loss=3.532, pair=10.758, adv=2.358, sprd=0.003]
Ep 027/60 [S2:+mat]:  10%|▎  | 46/444 [00:08<01:09,  5.76it/s, loss=5.154, pair=15.938, adv=2.241, sprd=0.004]
Ep 027/60 [S2:+mat]:  11%|▎  | 47/444 [00:08<01:12,  5.46it/s, loss=5.154, pair=15.938, adv=2.241, sprd=0.004]
Ep 027/60 [S2:+mat]:  11%|▎  | 47/444 [00:08<01:12,  5.46it/s, loss=3.367, pair=10.211, adv=2.345, sprd=0.002]
Ep 027/60 [S2:+mat]:  11%|▎  | 48/444 [00:08<01:07,  5.85it/s, loss=3.367, pair=10.211, adv=2.345, sprd=0.002]
Ep 027/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:07,  5.85it/s, loss=0.908, pair=1.919, adv=2.559, sprd=0.003]
Ep 027/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:11,  5.50it/s, loss=0.908, pair=1.919, adv=2.559, sprd=0.003]
Ep 027/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:11,  5.50it/s, loss=2.042, pair=5.793, adv=2.287, sprd=0.002]
Ep 027/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:06,  5.94it/s, loss=2.042, pair=5.793, adv=2.287, sprd=0.002]
Ep 027/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:06,  5.94it/s, loss=0.775, pair=1.606, adv=2.192, sprd=0.003]
Ep 027/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:12,  5.46it/s, loss=0.775, pair=1.606, adv=2.192, sprd=0.003]
Ep 027/60 [S2:+mat]:  11%|▍   | 51/444 [00:09<01:12,  5.46it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:08,  5.70it/s, loss=0.110, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  12%|▎  | 52/444 [00:09<01:08,  5.70it/s, loss=5.164, pair=16.141, adv=2.468, sprd=0.002]
Ep 027/60 [S2:+mat]:  12%|▎  | 53/444 [00:09<01:13,  5.30it/s, loss=5.164, pair=16.141, adv=2.468, sprd=0.002]
Ep 027/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:13,  5.30it/s, loss=2.421, pair=7.129, adv=2.164, sprd=0.002]
Ep 027/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:10,  5.56it/s, loss=2.421, pair=7.129, adv=2.164, sprd=0.002]
Ep 027/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:10,  5.56it/s, loss=2.009, pair=5.551, adv=2.611, sprd=0.003]
Ep 027/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:11,  5.43it/s, loss=2.009, pair=5.551, adv=2.611, sprd=0.003]
Ep 027/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:11,  5.43it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:06,  5.83it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  13%|▌   | 56/444 [00:10<01:06,  5.83it/s, loss=0.474, pair=0.205, adv=2.437, sprd=0.003]
Ep 027/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:13,  5.23it/s, loss=0.474, pair=0.205, adv=2.437, sprd=0.003]
Ep 027/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:13,  5.23it/s, loss=1.287, pair=3.293, adv=2.383, sprd=0.002]
Ep 027/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:10,  5.48it/s, loss=1.287, pair=3.293, adv=2.383, sprd=0.002]
Ep 027/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:10,  5.48it/s, loss=0.974, pair=2.230, adv=2.355, sprd=0.002]
Ep 027/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:12,  5.33it/s, loss=0.974, pair=2.230, adv=2.355, sprd=0.002]
Ep 027/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:12,  5.33it/s, loss=2.323, pair=6.766, adv=2.271, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:07,  5.73it/s, loss=2.323, pair=6.766, adv=2.271, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:07,  5.73it/s, loss=0.308, pair=0.000, adv=2.389, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:07,  5.64it/s, loss=0.308, pair=0.000, adv=2.389, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:07,  5.64it/s, loss=0.857, pair=1.824, adv=2.507, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:03,  6.02it/s, loss=0.857, pair=1.824, adv=2.507, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 62/444 [00:11<01:03,  6.02it/s, loss=1.519, pair=4.039, adv=2.356, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:09,  5.52it/s, loss=1.519, pair=4.039, adv=2.356, sprd=0.002]
Ep 027/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:09,  5.52it/s, loss=2.012, pair=5.668, adv=2.463, sprd=0.003]
Ep 027/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:06,  5.70it/s, loss=2.012, pair=5.668, adv=2.463, sprd=0.003]
Ep 027/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:06,  5.70it/s, loss=2.614, pair=7.652, adv=2.492, sprd=0.002]
Ep 027/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:11,  5.26it/s, loss=2.614, pair=7.652, adv=2.492, sprd=0.002]
Ep 027/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:11,  5.26it/s, loss=2.217, pair=6.344, adv=2.497, sprd=0.002]
Ep 027/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:08,  5.52it/s, loss=2.217, pair=6.344, adv=2.497, sprd=0.002]
Ep 027/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:08,  5.52it/s, loss=0.684, pair=1.200, adv=2.552, sprd=0.003]
Ep 027/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:11,  5.26it/s, loss=0.684, pair=1.200, adv=2.552, sprd=0.003]
Ep 027/60 [S2:+mat]:  15%|▍  | 67/444 [00:12<01:11,  5.26it/s, loss=3.390, pair=10.297, adv=2.332, sprd=0.002]
Ep 027/60 [S2:+mat]:  15%|▍  | 68/444 [00:12<01:06,  5.68it/s, loss=3.390, pair=10.297, adv=2.332, sprd=0.002]
Ep 027/60 [S2:+mat]:  15%|▌   | 68/444 [00:12<01:06,  5.68it/s, loss=2.401, pair=6.984, adv=2.380, sprd=0.003]
Ep 027/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:09,  5.39it/s, loss=2.401, pair=6.984, adv=2.380, sprd=0.003]
Ep 027/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:09,  5.39it/s, loss=2.821, pair=8.422, adv=2.284, sprd=0.003]
Ep 027/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:03,  5.85it/s, loss=2.821, pair=8.422, adv=2.284, sprd=0.003]
Ep 027/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:03,  5.85it/s, loss=0.718, pair=1.315, adv=2.545, sprd=0.002]
Ep 027/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:08,  5.47it/s, loss=0.718, pair=1.315, adv=2.545, sprd=0.002]
Ep 027/60 [S2:+mat]:  16%|▍  | 71/444 [00:12<01:08,  5.47it/s, loss=4.373, pair=13.547, adv=2.406, sprd=0.002]
Ep 027/60 [S2:+mat]:  16%|▍  | 72/444 [00:12<01:03,  5.90it/s, loss=4.373, pair=13.547, adv=2.406, sprd=0.002]
Ep 027/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:03,  5.90it/s, loss=2.295, pair=6.617, adv=2.418, sprd=0.003]
Ep 027/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:05,  5.70it/s, loss=2.295, pair=6.617, adv=2.418, sprd=0.003]
Ep 027/60 [S2:+mat]:  16%|▋   | 73/444 [00:13<01:05,  5.70it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  17%|▋   | 74/444 [00:13<01:01,  6.04it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  17%|▌  | 74/444 [00:13<01:01,  6.04it/s, loss=4.875, pair=15.188, adv=2.499, sprd=0.003]
Ep 027/60 [S2:+mat]:  17%|▌  | 75/444 [00:13<01:03,  5.78it/s, loss=4.875, pair=15.188, adv=2.499, sprd=0.003]
Ep 027/60 [S2:+mat]:  17%|▋   | 75/444 [00:13<01:03,  5.78it/s, loss=0.626, pair=1.121, adv=2.232, sprd=0.002]
Ep 027/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<01:01,  5.96it/s, loss=0.626, pair=1.121, adv=2.232, sprd=0.002]
Ep 027/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<01:01,  5.96it/s, loss=0.331, pair=0.044, adv=2.465, sprd=0.004]
Ep 027/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:08,  5.33it/s, loss=0.331, pair=0.044, adv=2.465, sprd=0.004]
Ep 027/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:08,  5.33it/s, loss=0.339, pair=0.106, adv=2.403, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:05,  5.58it/s, loss=0.339, pair=0.106, adv=2.403, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:05,  5.58it/s, loss=0.373, pair=0.262, adv=2.238, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:08,  5.36it/s, loss=0.373, pair=0.262, adv=2.238, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▌  | 79/444 [00:14<01:08,  5.36it/s, loss=5.481, pair=17.172, adv=2.638, sprd=0.003]
Ep 027/60 [S2:+mat]:  18%|▌  | 80/444 [00:14<01:03,  5.73it/s, loss=5.481, pair=17.172, adv=2.638, sprd=0.003]
Ep 027/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<01:03,  5.73it/s, loss=1.385, pair=3.684, adv=2.173, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:07,  5.34it/s, loss=1.385, pair=3.684, adv=2.173, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:07,  5.34it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<01:03,  5.68it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  18%|▌  | 82/444 [00:14<01:03,  5.68it/s, loss=3.839, pair=11.773, adv=2.334, sprd=0.002]
Ep 027/60 [S2:+mat]:  19%|▌  | 83/444 [00:14<01:08,  5.28it/s, loss=3.839, pair=11.773, adv=2.334, sprd=0.002]
Ep 027/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:08,  5.28it/s, loss=0.643, pair=1.105, adv=2.454, sprd=0.003]
Ep 027/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<01:05,  5.54it/s, loss=0.643, pair=1.105, adv=2.454, sprd=0.003]
Ep 027/60 [S2:+mat]:  19%|▊   | 84/444 [00:15<01:05,  5.54it/s, loss=0.449, pair=0.387, adv=2.635, sprd=0.003]
Ep 027/60 [S2:+mat]:  19%|▊   | 85/444 [00:15<01:06,  5.38it/s, loss=0.449, pair=0.387, adv=2.635, sprd=0.003]
Ep 027/60 [S2:+mat]:  19%|▌  | 85/444 [00:15<01:06,  5.38it/s, loss=4.241, pair=13.109, adv=2.345, sprd=0.003]
Ep 027/60 [S2:+mat]:  19%|▌  | 86/444 [00:15<01:02,  5.77it/s, loss=4.241, pair=13.109, adv=2.345, sprd=0.003]
Ep 027/60 [S2:+mat]:  19%|▊   | 86/444 [00:15<01:02,  5.77it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<01:05,  5.46it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<01:05,  5.46it/s, loss=3.307, pair=9.969, adv=2.514, sprd=0.003]
Ep 027/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<01:02,  5.70it/s, loss=3.307, pair=9.969, adv=2.514, sprd=0.003]
Ep 027/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<01:02,  5.70it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:04,  5.47it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  20%|▌  | 89/444 [00:15<01:04,  5.47it/s, loss=5.304, pair=16.672, adv=2.388, sprd=0.004]
Ep 027/60 [S2:+mat]:  20%|▌  | 90/444 [00:15<01:00,  5.83it/s, loss=5.304, pair=16.672, adv=2.388, sprd=0.004]
Ep 027/60 [S2:+mat]:  20%|▊   | 90/444 [00:16<01:00,  5.83it/s, loss=1.103, pair=2.637, adv=2.454, sprd=0.004]
Ep 027/60 [S2:+mat]:  20%|▊   | 91/444 [00:16<01:04,  5.48it/s, loss=1.103, pair=2.637, adv=2.454, sprd=0.004]
Ep 027/60 [S2:+mat]:  20%|▌  | 91/444 [00:16<01:04,  5.48it/s, loss=3.828, pair=11.734, adv=2.414, sprd=0.003]
Ep 027/60 [S2:+mat]:  21%|▌  | 92/444 [00:16<00:59,  5.91it/s, loss=3.828, pair=11.734, adv=2.414, sprd=0.003]
Ep 027/60 [S2:+mat]:  21%|▊   | 92/444 [00:16<00:59,  5.91it/s, loss=0.753, pair=1.497, adv=2.341, sprd=0.003]
Ep 027/60 [S2:+mat]:  21%|▊   | 93/444 [00:16<01:03,  5.55it/s, loss=0.753, pair=1.497, adv=2.341, sprd=0.003]
Ep 027/60 [S2:+mat]:  21%|▊   | 93/444 [00:16<01:03,  5.55it/s, loss=2.541, pair=7.391, adv=2.544, sprd=0.005]
Ep 027/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<01:00,  5.75it/s, loss=2.541, pair=7.391, adv=2.544, sprd=0.005]
Ep 027/60 [S2:+mat]:  21%|▋  | 94/444 [00:16<01:00,  5.75it/s, loss=6.053, pair=19.141, adv=2.437, sprd=0.003]
Ep 027/60 [S2:+mat]:  21%|▋  | 95/444 [00:16<01:05,  5.30it/s, loss=6.053, pair=19.141, adv=2.437, sprd=0.003]
Ep 027/60 [S2:+mat]:  21%|▋  | 95/444 [00:17<01:05,  5.30it/s, loss=4.397, pair=13.641, adv=2.412, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▋  | 96/444 [00:17<01:02,  5.59it/s, loss=4.397, pair=13.641, adv=2.412, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▋  | 96/444 [00:17<01:02,  5.59it/s, loss=3.836, pair=11.844, adv=1.998, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▋  | 97/444 [00:17<01:06,  5.18it/s, loss=3.836, pair=11.844, adv=1.998, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▊   | 97/444 [00:17<01:06,  5.18it/s, loss=3.281, pair=9.961, adv=2.239, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▉   | 98/444 [00:17<01:03,  5.47it/s, loss=3.281, pair=9.961, adv=2.239, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▉   | 98/444 [00:17<01:03,  5.47it/s, loss=0.649, pair=1.153, adv=2.350, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<01:05,  5.26it/s, loss=0.649, pair=1.153, adv=2.350, sprd=0.003]
Ep 027/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<01:05,  5.26it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<01:01,  5.62it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  23%|▍ | 100/444 [00:17<01:01,  5.62it/s, loss=3.741, pair=11.438, adv=2.436, sprd=0.003]
Ep 027/60 [S2:+mat]:  23%|▍ | 101/444 [00:17<01:03,  5.40it/s, loss=3.741, pair=11.438, adv=2.436, sprd=0.003]
Ep 027/60 [S2:+mat]:  23%|▋  | 101/444 [00:18<01:03,  5.40it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  23%|▋  | 102/444 [00:18<00:58,  5.87it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  23%|▋  | 102/444 [00:18<00:58,  5.87it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.006]
Ep 027/60 [S2:+mat]:  23%|▋  | 103/444 [00:18<01:00,  5.63it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.006]
Ep 027/60 [S2:+mat]:  23%|▋  | 103/444 [00:18<01:00,  5.63it/s, loss=2.653, pair=7.734, adv=2.578, sprd=0.007]
Ep 027/60 [S2:+mat]:  23%|▋  | 104/444 [00:18<00:56,  6.05it/s, loss=2.653, pair=7.734, adv=2.578, sprd=0.007]
Ep 027/60 [S2:+mat]:  23%|▋  | 104/444 [00:18<00:56,  6.05it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  24%|▋  | 105/444 [00:18<01:01,  5.51it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  24%|▋  | 105/444 [00:18<01:01,  5.51it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:58,  5.74it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  24%|▍ | 106/444 [00:19<00:58,  5.74it/s, loss=4.993, pair=15.609, adv=2.427, sprd=0.002]
Ep 027/60 [S2:+mat]:  24%|▍ | 107/444 [00:19<01:02,  5.37it/s, loss=4.993, pair=15.609, adv=2.427, sprd=0.002]
Ep 027/60 [S2:+mat]:  24%|▋  | 107/444 [00:19<01:02,  5.37it/s, loss=0.334, pair=0.075, adv=2.483, sprd=0.004]
Ep 027/60 [S2:+mat]:  24%|▋  | 108/444 [00:19<00:58,  5.79it/s, loss=0.334, pair=0.075, adv=2.483, sprd=0.004]
Ep 027/60 [S2:+mat]:  24%|▍ | 108/444 [00:19<00:58,  5.79it/s, loss=8.877, pair=28.609, adv=2.332, sprd=0.002]
Ep 027/60 [S2:+mat]:  25%|▍ | 109/444 [00:19<01:03,  5.30it/s, loss=8.877, pair=28.609, adv=2.332, sprd=0.002]
Ep 027/60 [S2:+mat]:  25%|▋  | 109/444 [00:19<01:03,  5.30it/s, loss=0.966, pair=2.199, adv=2.390, sprd=0.004]
Ep 027/60 [S2:+mat]:  25%|▋  | 110/444 [00:19<00:59,  5.59it/s, loss=0.966, pair=2.199, adv=2.390, sprd=0.004]
Ep 027/60 [S2:+mat]:  25%|▋  | 110/444 [00:19<00:59,  5.59it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<01:01,  5.40it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<01:01,  5.40it/s, loss=1.313, pair=3.393, adv=2.328, sprd=0.003]
Ep 027/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:57,  5.75it/s, loss=1.313, pair=3.393, adv=2.328, sprd=0.003]
Ep 027/60 [S2:+mat]:  25%|▊  | 112/444 [00:20<00:57,  5.75it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  25%|▊  | 113/444 [00:20<01:02,  5.26it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  25%|▊  | 113/444 [00:20<01:02,  5.26it/s, loss=1.231, pair=3.012, adv=2.500, sprd=0.003]
Ep 027/60 [S2:+mat]:  26%|▊  | 114/444 [00:20<00:57,  5.75it/s, loss=1.231, pair=3.012, adv=2.500, sprd=0.003]
Ep 027/60 [S2:+mat]:  26%|▊  | 114/444 [00:20<00:57,  5.75it/s, loss=2.608, pair=7.637, adv=2.449, sprd=0.003]
Ep 027/60 [S2:+mat]:  26%|▊  | 115/444 [00:20<00:59,  5.52it/s, loss=2.608, pair=7.637, adv=2.449, sprd=0.003]
Ep 027/60 [S2:+mat]:  26%|▊  | 115/444 [00:20<00:59,  5.52it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  26%|▊  | 116/444 [00:20<00:55,  5.89it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  26%|▊  | 116/444 [00:20<00:55,  5.89it/s, loss=0.359, pair=0.014, adv=2.561, sprd=0.002]
Ep 027/60 [S2:+mat]:  26%|▊  | 117/444 [00:20<00:59,  5.52it/s, loss=0.359, pair=0.014, adv=2.561, sprd=0.002]
Ep 027/60 [S2:+mat]:  26%|▊  | 117/444 [00:20<00:59,  5.52it/s, loss=1.162, pair=2.855, adv=2.395, sprd=0.004]
Ep 027/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:54,  5.96it/s, loss=1.162, pair=2.855, adv=2.395, sprd=0.004]
Ep 027/60 [S2:+mat]:  27%|▊  | 118/444 [00:21<00:54,  5.96it/s, loss=0.503, pair=0.000, adv=2.715, sprd=0.005]
Ep 027/60 [S2:+mat]:  27%|▊  | 119/444 [00:21<00:57,  5.60it/s, loss=0.503, pair=0.000, adv=2.715, sprd=0.005]
Ep 027/60 [S2:+mat]:  27%|▊  | 119/444 [00:21<00:57,  5.60it/s, loss=0.506, pair=0.560, adv=2.732, sprd=0.004]
Ep 027/60 [S2:+mat]:  27%|▊  | 120/444 [00:21<00:53,  6.00it/s, loss=0.506, pair=0.560, adv=2.732, sprd=0.004]
Ep 027/60 [S2:+mat]:  27%|▊  | 120/444 [00:21<00:53,  6.00it/s, loss=2.508, pair=7.250, adv=2.585, sprd=0.003]
Ep 027/60 [S2:+mat]:  27%|▊  | 121/444 [00:21<00:56,  5.70it/s, loss=2.508, pair=7.250, adv=2.585, sprd=0.003]
Ep 027/60 [S2:+mat]:  27%|▊  | 121/444 [00:21<00:56,  5.70it/s, loss=3.110, pair=9.398, adv=2.245, sprd=0.002]
Ep 027/60 [S2:+mat]:  27%|▊  | 122/444 [00:21<00:52,  6.08it/s, loss=3.110, pair=9.398, adv=2.245, sprd=0.002]
Ep 027/60 [S2:+mat]:  27%|▊  | 122/444 [00:21<00:52,  6.08it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:55,  5.76it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:55,  5.76it/s, loss=2.369, pair=6.953, adv=2.188, sprd=0.003]
Ep 027/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:52,  6.13it/s, loss=2.369, pair=6.953, adv=2.188, sprd=0.003]
Ep 027/60 [S2:+mat]:  28%|▌ | 124/444 [00:22<00:52,  6.13it/s, loss=4.623, pair=14.141, adv=2.486, sprd=0.004]
Ep 027/60 [S2:+mat]:  28%|▌ | 125/444 [00:22<00:56,  5.62it/s, loss=4.623, pair=14.141, adv=2.486, sprd=0.004]
Ep 027/60 [S2:+mat]:  28%|▊  | 125/444 [00:22<00:56,  5.62it/s, loss=3.194, pair=9.672, adv=2.287, sprd=0.003]
Ep 027/60 [S2:+mat]:  28%|▊  | 126/444 [00:22<00:52,  6.02it/s, loss=3.194, pair=9.672, adv=2.287, sprd=0.003]
Ep 027/60 [S2:+mat]:  28%|▊  | 126/444 [00:26<00:52,  6.02it/s, loss=1.066, pair=2.332, adv=2.543, sprd=0.003]
Ep 027/60 [S2:+mat]:  29%|▊  | 127/444 [00:26<06:30,  1.23s/it, loss=1.066, pair=2.332, adv=2.543, sprd=0.003]
Ep 027/60 [S2:+mat]:  29%|▌ | 127/444 [00:26<06:30,  1.23s/it, loss=4.987, pair=15.641, adv=2.342, sprd=0.003]
Ep 027/60 [S2:+mat]:  29%|▌ | 128/444 [00:26<04:47,  1.10it/s, loss=4.987, pair=15.641, adv=2.342, sprd=0.003]
Ep 027/60 [S2:+mat]:  29%|▌ | 128/444 [00:26<04:47,  1.10it/s, loss=4.140, pair=12.672, adv=2.728, sprd=0.004]
Ep 027/60 [S2:+mat]:  29%|▌ | 129/444 [00:26<03:42,  1.41it/s, loss=4.140, pair=12.672, adv=2.728, sprd=0.004]
Ep 027/60 [S2:+mat]:  29%|▊  | 129/444 [00:26<03:42,  1.41it/s, loss=0.459, pair=0.450, adv=2.601, sprd=0.002]
Ep 027/60 [S2:+mat]:  29%|▉  | 130/444 [00:26<02:50,  1.85it/s, loss=0.459, pair=0.450, adv=2.601, sprd=0.002]
Ep 027/60 [S2:+mat]:  29%|▌ | 130/444 [00:26<02:50,  1.85it/s, loss=4.717, pair=14.531, adv=2.205, sprd=0.002]
Ep 027/60 [S2:+mat]:  30%|▌ | 131/444 [00:26<02:17,  2.28it/s, loss=4.717, pair=14.531, adv=2.205, sprd=0.002]
Ep 027/60 [S2:+mat]:  30%|▌ | 131/444 [00:26<02:17,  2.28it/s, loss=9.227, pair=29.688, adv=2.533, sprd=0.003]
Ep 027/60 [S2:+mat]:  30%|▌ | 132/444 [00:26<01:49,  2.85it/s, loss=9.227, pair=29.688, adv=2.533, sprd=0.003]
Ep 027/60 [S2:+mat]:  30%|▉  | 132/444 [00:27<01:49,  2.85it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  30%|▉  | 133/444 [00:27<01:35,  3.24it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  30%|▉  | 133/444 [00:27<01:35,  3.24it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  30%|▉  | 134/444 [00:27<01:19,  3.88it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  30%|▌ | 134/444 [00:27<01:19,  3.88it/s, loss=3.598, pair=10.820, adv=2.497, sprd=0.005]
Ep 027/60 [S2:+mat]:  30%|▌ | 135/444 [00:27<01:13,  4.21it/s, loss=3.598, pair=10.820, adv=2.497, sprd=0.005]
Ep 027/60 [S2:+mat]:  30%|▉  | 135/444 [00:27<01:13,  4.21it/s, loss=3.281, pair=9.984, adv=2.124, sprd=0.003]
Ep 027/60 [S2:+mat]:  31%|▉  | 136/444 [00:27<01:04,  4.77it/s, loss=3.281, pair=9.984, adv=2.124, sprd=0.003]
Ep 027/60 [S2:+mat]:  31%|▉  | 136/444 [00:27<01:04,  4.77it/s, loss=0.301, pair=0.012, adv=2.215, sprd=0.004]
Ep 027/60 [S2:+mat]:  31%|▉  | 137/444 [00:27<01:04,  4.80it/s, loss=0.301, pair=0.012, adv=2.215, sprd=0.004]
Ep 027/60 [S2:+mat]:  31%|▉  | 137/444 [00:27<01:04,  4.80it/s, loss=0.628, pair=0.981, adv=2.634, sprd=0.003]
Ep 027/60 [S2:+mat]:  31%|▉  | 138/444 [00:27<00:57,  5.34it/s, loss=0.628, pair=0.981, adv=2.634, sprd=0.003]
Ep 027/60 [S2:+mat]:  31%|▉  | 138/444 [00:28<00:57,  5.34it/s, loss=0.447, pair=0.450, adv=2.242, sprd=0.003]
Ep 027/60 [S2:+mat]:  31%|▉  | 139/444 [00:28<00:57,  5.26it/s, loss=0.447, pair=0.450, adv=2.242, sprd=0.003]
Ep 027/60 [S2:+mat]:  31%|▋ | 139/444 [00:28<00:57,  5.26it/s, loss=4.629, pair=14.359, adv=2.480, sprd=0.004]
Ep 027/60 [S2:+mat]:  32%|▋ | 140/444 [00:28<00:54,  5.55it/s, loss=4.629, pair=14.359, adv=2.480, sprd=0.004]
Ep 027/60 [S2:+mat]:  32%|▉  | 140/444 [00:28<00:54,  5.55it/s, loss=0.353, pair=0.075, adv=2.562, sprd=0.004]
Ep 027/60 [S2:+mat]:  32%|▉  | 141/444 [00:28<00:57,  5.32it/s, loss=0.353, pair=0.075, adv=2.562, sprd=0.004]
Ep 027/60 [S2:+mat]:  32%|▉  | 141/444 [00:28<00:57,  5.32it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  32%|▉  | 142/444 [00:28<00:53,  5.60it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  32%|▋ | 142/444 [00:28<00:53,  5.60it/s, loss=5.929, pair=18.641, adv=2.443, sprd=0.003]
Ep 027/60 [S2:+mat]:  32%|▋ | 143/444 [00:28<00:54,  5.56it/s, loss=5.929, pair=18.641, adv=2.443, sprd=0.003]
Ep 027/60 [S2:+mat]:  32%|▉  | 143/444 [00:28<00:54,  5.56it/s, loss=0.317, pair=0.000, adv=2.503, sprd=0.005]
Ep 027/60 [S2:+mat]:  32%|▉  | 144/444 [00:28<00:51,  5.83it/s, loss=0.317, pair=0.000, adv=2.503, sprd=0.005]
Ep 027/60 [S2:+mat]:  32%|▉  | 144/444 [00:29<00:51,  5.83it/s, loss=1.080, pair=2.633, adv=2.246, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|▉  | 145/444 [00:29<00:55,  5.35it/s, loss=1.080, pair=2.633, adv=2.246, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|▉  | 145/444 [00:29<00:55,  5.35it/s, loss=3.242, pair=9.844, adv=2.154, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|▉  | 146/444 [00:29<00:52,  5.63it/s, loss=3.242, pair=9.844, adv=2.154, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|▉  | 146/444 [00:29<00:52,  5.63it/s, loss=1.931, pair=5.410, adv=2.322, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|▉  | 147/444 [00:29<00:54,  5.44it/s, loss=1.931, pair=5.410, adv=2.322, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|▋ | 147/444 [00:29<00:54,  5.44it/s, loss=9.473, pair=30.547, adv=2.494, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|▋ | 148/444 [00:29<00:52,  5.67it/s, loss=9.473, pair=30.547, adv=2.494, sprd=0.003]
Ep 027/60 [S2:+mat]:  33%|█  | 148/444 [00:29<00:52,  5.67it/s, loss=0.411, pair=0.325, adv=2.481, sprd=0.003]
Ep 027/60 [S2:+mat]:  34%|█  | 149/444 [00:29<00:56,  5.20it/s, loss=0.411, pair=0.325, adv=2.481, sprd=0.003]
Ep 027/60 [S2:+mat]:  34%|▋ | 149/444 [00:30<00:56,  5.20it/s, loss=3.758, pair=11.516, adv=2.363, sprd=0.003]
Ep 027/60 [S2:+mat]:  34%|▋ | 150/444 [00:30<00:52,  5.57it/s, loss=3.758, pair=11.516, adv=2.363, sprd=0.003]
Ep 027/60 [S2:+mat]:  34%|█  | 150/444 [00:30<00:52,  5.57it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  34%|█  | 151/444 [00:30<00:54,  5.42it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  34%|█  | 151/444 [00:30<00:54,  5.42it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  34%|█  | 152/444 [00:30<00:50,  5.81it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  34%|█  | 152/444 [00:30<00:50,  5.81it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  34%|█  | 153/444 [00:30<00:54,  5.35it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  34%|█  | 153/444 [00:30<00:54,  5.35it/s, loss=1.665, pair=4.543, adv=2.390, sprd=0.003]
Ep 027/60 [S2:+mat]:  35%|█  | 154/444 [00:30<00:50,  5.74it/s, loss=1.665, pair=4.543, adv=2.390, sprd=0.003]
Ep 027/60 [S2:+mat]:  35%|█  | 154/444 [00:31<00:50,  5.74it/s, loss=0.963, pair=2.168, adv=2.452, sprd=0.003]
Ep 027/60 [S2:+mat]:  35%|█  | 155/444 [00:31<00:52,  5.52it/s, loss=0.963, pair=2.168, adv=2.452, sprd=0.003]
Ep 027/60 [S2:+mat]:  35%|█  | 155/444 [00:31<00:52,  5.52it/s, loss=1.079, pair=2.512, adv=2.602, sprd=0.004]
Ep 027/60 [S2:+mat]:  35%|█  | 156/444 [00:31<00:49,  5.87it/s, loss=1.079, pair=2.512, adv=2.602, sprd=0.004]
Ep 027/60 [S2:+mat]:  35%|█  | 156/444 [00:31<00:49,  5.87it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  35%|█  | 157/444 [00:31<00:51,  5.57it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  35%|█  | 157/444 [00:31<00:51,  5.57it/s, loss=1.635, pair=4.438, adv=2.382, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|█  | 158/444 [00:31<00:47,  5.99it/s, loss=1.635, pair=4.438, adv=2.382, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|█  | 158/444 [00:31<00:47,  5.99it/s, loss=2.904, pair=8.453, adv=2.741, sprd=0.004]
Ep 027/60 [S2:+mat]:  36%|█  | 159/444 [00:31<00:49,  5.70it/s, loss=2.904, pair=8.453, adv=2.741, sprd=0.004]
Ep 027/60 [S2:+mat]:  36%|█  | 159/444 [00:31<00:49,  5.70it/s, loss=1.227, pair=2.949, adv=2.765, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|█  | 160/444 [00:31<00:46,  6.09it/s, loss=1.227, pair=2.949, adv=2.765, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|█  | 160/444 [00:32<00:46,  6.09it/s, loss=0.335, pair=0.075, adv=2.511, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|█  | 161/444 [00:32<00:48,  5.86it/s, loss=0.335, pair=0.075, adv=2.511, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|▋ | 161/444 [00:32<00:48,  5.86it/s, loss=5.515, pair=17.328, adv=2.438, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|▋ | 162/444 [00:32<00:45,  6.23it/s, loss=5.515, pair=17.328, adv=2.438, sprd=0.003]
Ep 027/60 [S2:+mat]:  36%|█  | 162/444 [00:32<00:45,  6.23it/s, loss=0.338, pair=0.044, adv=2.537, sprd=0.003]
Ep 027/60 [S2:+mat]:  37%|█  | 163/444 [00:32<00:48,  5.83it/s, loss=0.338, pair=0.044, adv=2.537, sprd=0.003]
Ep 027/60 [S2:+mat]:  37%|█  | 163/444 [00:32<00:48,  5.83it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  37%|█  | 164/444 [00:32<00:45,  6.21it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  37%|█  | 164/444 [00:32<00:45,  6.21it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  37%|█  | 165/444 [00:32<00:47,  5.93it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  37%|█  | 165/444 [00:32<00:47,  5.93it/s, loss=0.427, pair=0.419, adv=2.356, sprd=0.003]
Ep 027/60 [S2:+mat]:  37%|█  | 166/444 [00:32<00:44,  6.28it/s, loss=0.427, pair=0.419, adv=2.356, sprd=0.003]
Ep 027/60 [S2:+mat]:  37%|█  | 166/444 [00:32<00:44,  6.28it/s, loss=2.428, pair=6.582, adv=2.757, sprd=0.004]
Ep 027/60 [S2:+mat]:  38%|█▏ | 167/444 [00:32<00:46,  5.98it/s, loss=2.428, pair=6.582, adv=2.757, sprd=0.004]
Ep 027/60 [S2:+mat]:  38%|█▏ | 167/444 [00:33<00:46,  5.98it/s, loss=2.835, pair=8.438, adv=2.420, sprd=0.003]
Ep 027/60 [S2:+mat]:  38%|█▏ | 168/444 [00:33<00:43,  6.33it/s, loss=2.835, pair=8.438, adv=2.420, sprd=0.003]
Ep 027/60 [S2:+mat]:  38%|█▏ | 168/444 [00:33<00:43,  6.33it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  38%|█▏ | 169/444 [00:33<00:46,  5.94it/s, loss=0.121, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  38%|█▏ | 169/444 [00:33<00:46,  5.94it/s, loss=1.071, pair=2.543, adv=2.479, sprd=0.002]
Ep 027/60 [S2:+mat]:  38%|█▏ | 170/444 [00:33<00:43,  6.29it/s, loss=1.071, pair=2.543, adv=2.479, sprd=0.002]
Ep 027/60 [S2:+mat]:  38%|▍| 170/444 [00:33<00:43,  6.29it/s, loss=11.656, pair=37.625, adv=2.333, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|▍| 171/444 [00:33<00:46,  5.90it/s, loss=11.656, pair=37.625, adv=2.333, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|▊ | 171/444 [00:33<00:46,  5.90it/s, loss=4.091, pair=12.578, adv=2.510, sprd=0.004]
Ep 027/60 [S2:+mat]:  39%|▊ | 172/444 [00:33<00:43,  6.28it/s, loss=4.091, pair=12.578, adv=2.510, sprd=0.004]
Ep 027/60 [S2:+mat]:  39%|▊ | 172/444 [00:33<00:43,  6.28it/s, loss=6.398, pair=20.297, adv=2.466, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|▊ | 173/444 [00:33<00:45,  6.00it/s, loss=6.398, pair=20.297, adv=2.466, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|▊ | 173/444 [00:34<00:45,  6.00it/s, loss=3.953, pair=12.148, adv=2.450, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|▊ | 174/444 [00:34<00:42,  6.35it/s, loss=3.953, pair=12.148, adv=2.450, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|▊ | 174/444 [00:34<00:42,  6.35it/s, loss=9.948, pair=32.125, adv=2.417, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|▊ | 175/444 [00:34<00:45,  5.98it/s, loss=9.948, pair=32.125, adv=2.417, sprd=0.003]
Ep 027/60 [S2:+mat]:  39%|█▏ | 175/444 [00:34<00:45,  5.98it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  40%|█▏ | 176/444 [00:34<00:42,  6.35it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  40%|█▏ | 176/444 [00:34<00:42,  6.35it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  40%|█▏ | 177/444 [00:34<00:45,  5.85it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  40%|▊ | 177/444 [00:34<00:45,  5.85it/s, loss=4.374, pair=13.547, adv=2.431, sprd=0.003]
Ep 027/60 [S2:+mat]:  40%|▊ | 178/444 [00:34<00:42,  6.22it/s, loss=4.374, pair=13.547, adv=2.431, sprd=0.003]
Ep 027/60 [S2:+mat]:  40%|█▏ | 178/444 [00:34<00:42,  6.22it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  40%|█▏ | 179/444 [00:34<00:46,  5.68it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  40%|█▏ | 179/444 [00:35<00:46,  5.68it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  41%|█▏ | 180/444 [00:35<00:43,  6.10it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  41%|█▏ | 180/444 [00:35<00:43,  6.10it/s, loss=0.803, pair=1.388, adv=2.488, sprd=0.003]
Ep 027/60 [S2:+mat]:  41%|█▏ | 181/444 [00:35<00:45,  5.82it/s, loss=0.803, pair=1.388, adv=2.488, sprd=0.003]
Ep 027/60 [S2:+mat]:  41%|█▏ | 181/444 [00:35<00:45,  5.82it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  41%|█▏ | 182/444 [00:35<00:42,  6.21it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  41%|█▏ | 182/444 [00:35<00:42,  6.21it/s, loss=2.446, pair=7.117, adv=2.445, sprd=0.003]
Ep 027/60 [S2:+mat]:  41%|█▏ | 183/444 [00:35<00:45,  5.72it/s, loss=2.446, pair=7.117, adv=2.445, sprd=0.003]
Ep 027/60 [S2:+mat]:  41%|▊ | 183/444 [00:35<00:45,  5.72it/s, loss=6.066, pair=19.234, adv=2.271, sprd=0.002]
Ep 027/60 [S2:+mat]:  41%|▊ | 184/444 [00:35<00:42,  6.09it/s, loss=6.066, pair=19.234, adv=2.271, sprd=0.002]
Ep 027/60 [S2:+mat]:  41%|█▏ | 184/444 [00:35<00:42,  6.09it/s, loss=0.717, pair=1.325, adv=2.475, sprd=0.004]
Ep 027/60 [S2:+mat]:  42%|█▎ | 185/444 [00:35<00:45,  5.70it/s, loss=0.717, pair=1.325, adv=2.475, sprd=0.004]
Ep 027/60 [S2:+mat]:  42%|█▎ | 185/444 [00:36<00:45,  5.70it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  42%|█▎ | 186/444 [00:36<00:42,  6.13it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  42%|█▎ | 186/444 [00:36<00:42,  6.13it/s, loss=0.874, pair=1.794, adv=2.652, sprd=0.002]
Ep 027/60 [S2:+mat]:  42%|█▎ | 187/444 [00:36<00:43,  5.87it/s, loss=0.874, pair=1.794, adv=2.652, sprd=0.002]
Ep 027/60 [S2:+mat]:  42%|█▎ | 187/444 [00:36<00:43,  5.87it/s, loss=0.753, pair=1.419, adv=2.576, sprd=0.005]
Ep 027/60 [S2:+mat]:  42%|█▎ | 188/444 [00:36<00:41,  6.24it/s, loss=0.753, pair=1.419, adv=2.576, sprd=0.005]
Ep 027/60 [S2:+mat]:  42%|▊ | 188/444 [00:36<00:41,  6.24it/s, loss=5.095, pair=15.922, adv=2.454, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|▊ | 189/444 [00:36<00:43,  5.87it/s, loss=5.095, pair=15.922, adv=2.454, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|█▎ | 189/444 [00:36<00:43,  5.87it/s, loss=1.237, pair=2.980, adv=2.796, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|█▎ | 190/444 [00:36<00:40,  6.24it/s, loss=1.237, pair=2.980, adv=2.796, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|█▎ | 190/444 [00:36<00:40,  6.24it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|█▎ | 191/444 [00:36<00:43,  5.83it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|█▎ | 191/444 [00:37<00:43,  5.83it/s, loss=0.898, pair=1.934, adv=2.415, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|█▎ | 192/444 [00:37<00:40,  6.19it/s, loss=0.898, pair=1.934, adv=2.415, sprd=0.003]
Ep 027/60 [S2:+mat]:  43%|▊ | 192/444 [00:37<00:40,  6.19it/s, loss=4.792, pair=14.922, adv=2.507, sprd=0.002]
Ep 027/60 [S2:+mat]:  43%|▊ | 193/444 [00:37<00:43,  5.71it/s, loss=4.792, pair=14.922, adv=2.507, sprd=0.002]
Ep 027/60 [S2:+mat]:  43%|█▎ | 193/444 [00:37<00:43,  5.71it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  44%|█▎ | 194/444 [00:37<00:40,  6.12it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  44%|█▎ | 194/444 [00:37<00:40,  6.12it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  44%|█▎ | 195/444 [00:37<00:43,  5.75it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  44%|█▎ | 195/444 [00:37<00:43,  5.75it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  44%|█▎ | 196/444 [00:37<00:40,  6.14it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  44%|█▎ | 196/444 [00:38<00:40,  6.14it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  44%|█▎ | 197/444 [00:38<00:43,  5.65it/s, loss=0.202, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  44%|█▎ | 197/444 [00:38<00:43,  5.65it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 198/444 [00:38<00:40,  6.06it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 198/444 [00:38<00:40,  6.06it/s, loss=0.759, pair=1.457, adv=2.511, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 199/444 [00:38<00:44,  5.52it/s, loss=0.759, pair=1.457, adv=2.511, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 199/444 [00:38<00:44,  5.52it/s, loss=0.308, pair=0.000, adv=2.389, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 200/444 [00:38<00:40,  5.95it/s, loss=0.308, pair=0.000, adv=2.389, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 200/444 [00:38<00:40,  5.95it/s, loss=0.326, pair=0.122, adv=2.215, sprd=0.002]
Ep 027/60 [S2:+mat]:  45%|█▎ | 201/444 [00:38<00:43,  5.61it/s, loss=0.326, pair=0.122, adv=2.215, sprd=0.002]
Ep 027/60 [S2:+mat]:  45%|█▎ | 201/444 [00:38<00:43,  5.61it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 202/444 [00:38<00:39,  6.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  45%|█▎ | 202/444 [00:39<00:39,  6.06it/s, loss=2.387, pair=6.836, adv=2.585, sprd=0.003]
Ep 027/60 [S2:+mat]:  46%|█▎ | 203/444 [00:39<00:41,  5.78it/s, loss=2.387, pair=6.836, adv=2.585, sprd=0.003]
Ep 027/60 [S2:+mat]:  46%|█▎ | 203/444 [00:39<00:41,  5.78it/s, loss=0.702, pair=1.200, adv=2.677, sprd=0.003]
Ep 027/60 [S2:+mat]:  46%|█▍ | 204/444 [00:39<00:38,  6.18it/s, loss=0.702, pair=1.200, adv=2.677, sprd=0.003]
Ep 027/60 [S2:+mat]:  46%|█▍ | 204/444 [00:39<00:38,  6.18it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  46%|█▍ | 205/444 [00:39<00:40,  5.83it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  46%|█▍ | 205/444 [00:39<00:40,  5.83it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  46%|█▍ | 206/444 [00:39<00:38,  6.23it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  46%|█▍ | 206/444 [00:39<00:38,  6.23it/s, loss=0.472, pair=0.513, adv=2.442, sprd=0.003]
Ep 027/60 [S2:+mat]:  47%|█▍ | 207/444 [00:39<00:40,  5.85it/s, loss=0.472, pair=0.513, adv=2.442, sprd=0.003]
Ep 027/60 [S2:+mat]:  47%|█▍ | 207/444 [00:39<00:40,  5.85it/s, loss=0.497, pair=0.606, adv=2.492, sprd=0.002]
Ep 027/60 [S2:+mat]:  47%|█▍ | 208/444 [00:39<00:37,  6.23it/s, loss=0.497, pair=0.606, adv=2.492, sprd=0.002]
Ep 027/60 [S2:+mat]:  47%|▉ | 208/444 [00:40<00:37,  6.23it/s, loss=4.294, pair=13.234, adv=2.524, sprd=0.003]
Ep 027/60 [S2:+mat]:  47%|▉ | 209/444 [00:40<00:39,  5.97it/s, loss=4.294, pair=13.234, adv=2.524, sprd=0.003]
Ep 027/60 [S2:+mat]:  47%|▉ | 209/444 [00:40<00:39,  5.97it/s, loss=5.537, pair=17.422, adv=2.406, sprd=0.003]
Ep 027/60 [S2:+mat]:  47%|▉ | 210/444 [00:40<00:36,  6.33it/s, loss=5.537, pair=17.422, adv=2.406, sprd=0.003]
Ep 027/60 [S2:+mat]:  47%|█▍ | 210/444 [00:40<00:36,  6.33it/s, loss=0.398, pair=0.325, adv=2.320, sprd=0.003]
Ep 027/60 [S2:+mat]:  48%|█▍ | 211/444 [00:40<00:39,  5.91it/s, loss=0.398, pair=0.325, adv=2.320, sprd=0.003]
Ep 027/60 [S2:+mat]:  48%|█▍ | 211/444 [00:40<00:39,  5.91it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  48%|█▍ | 212/444 [00:40<00:36,  6.28it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  48%|█▍ | 212/444 [00:40<00:36,  6.28it/s, loss=1.114, pair=2.699, adv=2.382, sprd=0.002]
Ep 027/60 [S2:+mat]:  48%|█▍ | 213/444 [00:40<00:39,  5.91it/s, loss=1.114, pair=2.699, adv=2.382, sprd=0.002]
Ep 027/60 [S2:+mat]:  48%|█▍ | 213/444 [00:40<00:39,  5.91it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  48%|█▍ | 214/444 [00:40<00:36,  6.29it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  48%|█▍ | 214/444 [00:40<00:36,  6.29it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  48%|█▍ | 215/444 [00:40<00:39,  5.83it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  48%|█▍ | 215/444 [00:41<00:39,  5.83it/s, loss=2.580, pair=7.449, adv=2.807, sprd=0.003]
Ep 027/60 [S2:+mat]:  49%|█▍ | 216/444 [00:41<00:36,  6.21it/s, loss=2.580, pair=7.449, adv=2.807, sprd=0.003]
Ep 027/60 [S2:+mat]:  49%|▉ | 216/444 [00:41<00:36,  6.21it/s, loss=4.125, pair=12.703, adv=2.418, sprd=0.003]
Ep 027/60 [S2:+mat]:  49%|▉ | 217/444 [00:41<00:37,  5.99it/s, loss=4.125, pair=12.703, adv=2.418, sprd=0.003]
Ep 027/60 [S2:+mat]:  49%|▉ | 217/444 [00:41<00:37,  5.99it/s, loss=3.592, pair=10.969, adv=2.341, sprd=0.002]
Ep 027/60 [S2:+mat]:  49%|▉ | 218/444 [00:41<00:35,  6.34it/s, loss=3.592, pair=10.969, adv=2.341, sprd=0.002]
Ep 027/60 [S2:+mat]:  49%|█▍ | 218/444 [00:41<00:35,  6.34it/s, loss=0.354, pair=0.012, adv=2.873, sprd=0.003]
Ep 027/60 [S2:+mat]:  49%|█▍ | 219/444 [00:41<00:37,  5.97it/s, loss=0.354, pair=0.012, adv=2.873, sprd=0.003]
Ep 027/60 [S2:+mat]:  49%|█▍ | 219/444 [00:41<00:37,  5.97it/s, loss=0.379, pair=0.137, adv=2.641, sprd=0.003]
Ep 027/60 [S2:+mat]:  50%|█▍ | 220/444 [00:41<00:35,  6.32it/s, loss=0.379, pair=0.137, adv=2.641, sprd=0.003]
Ep 027/60 [S2:+mat]:  50%|▉ | 220/444 [00:41<00:35,  6.32it/s, loss=7.249, pair=23.109, adv=2.422, sprd=0.002]
Ep 027/60 [S2:+mat]:  50%|▉ | 221/444 [00:41<00:38,  5.84it/s, loss=7.249, pair=23.109, adv=2.422, sprd=0.002]
Ep 027/60 [S2:+mat]:  50%|█▍ | 221/444 [00:42<00:38,  5.84it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  50%|█▌ | 222/444 [00:42<00:35,  6.23it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  50%|█▌ | 222/444 [00:42<00:35,  6.23it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  50%|█▌ | 223/444 [00:42<00:37,  5.89it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  50%|█ | 223/444 [00:42<00:37,  5.89it/s, loss=3.355, pair=10.047, adv=2.613, sprd=0.003]
Ep 027/60 [S2:+mat]:  50%|█ | 224/444 [00:42<00:35,  6.23it/s, loss=3.355, pair=10.047, adv=2.613, sprd=0.003]
Ep 027/60 [S2:+mat]:  50%|▌| 224/444 [00:42<00:35,  6.23it/s, loss=11.167, pair=36.219, adv=2.358, sprd=0.002]
Ep 027/60 [S2:+mat]:  51%|▌| 225/444 [00:42<00:38,  5.74it/s, loss=11.167, pair=36.219, adv=2.358, sprd=0.002]
Ep 027/60 [S2:+mat]:  51%|█▌ | 225/444 [00:42<00:38,  5.74it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  51%|█▌ | 226/444 [00:42<00:35,  6.13it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  51%|█▌ | 226/444 [00:42<00:35,  6.13it/s, loss=0.543, pair=0.569, adv=2.384, sprd=0.003]
Ep 027/60 [S2:+mat]:  51%|█▌ | 227/444 [00:42<00:37,  5.81it/s, loss=0.543, pair=0.569, adv=2.384, sprd=0.003]
Ep 027/60 [S2:+mat]:  51%|█▌ | 227/444 [00:43<00:37,  5.81it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  51%|█▌ | 228/444 [00:43<00:34,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  51%|█▌ | 228/444 [00:43<00:34,  6.18it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█▌ | 229/444 [00:43<00:36,  5.87it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█ | 229/444 [00:43<00:36,  5.87it/s, loss=6.063, pair=19.156, adv=2.525, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█ | 230/444 [00:43<00:34,  6.22it/s, loss=6.063, pair=19.156, adv=2.525, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█▌ | 230/444 [00:43<00:34,  6.22it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  52%|█▌ | 231/444 [00:43<00:36,  5.84it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  52%|█▌ | 231/444 [00:43<00:36,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█▌ | 232/444 [00:43<00:34,  6.22it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█▌ | 232/444 [00:43<00:34,  6.22it/s, loss=1.965, pair=5.543, adv=2.333, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█▌ | 233/444 [00:43<00:36,  5.76it/s, loss=1.965, pair=5.543, adv=2.333, sprd=0.002]
Ep 027/60 [S2:+mat]:  52%|█ | 233/444 [00:44<00:36,  5.76it/s, loss=4.885, pair=15.297, adv=2.276, sprd=0.002]
Ep 027/60 [S2:+mat]:  53%|█ | 234/444 [00:44<00:34,  6.15it/s, loss=4.885, pair=15.297, adv=2.276, sprd=0.002]
Ep 027/60 [S2:+mat]:  53%|█▌ | 234/444 [00:44<00:34,  6.15it/s, loss=2.750, pair=7.984, adv=2.824, sprd=0.003]
Ep 027/60 [S2:+mat]:  53%|█▌ | 235/444 [00:44<00:35,  5.96it/s, loss=2.750, pair=7.984, adv=2.824, sprd=0.003]
Ep 027/60 [S2:+mat]:  53%|█▌ | 235/444 [00:44<00:35,  5.96it/s, loss=0.474, pair=0.575, adv=2.388, sprd=0.003]
Ep 027/60 [S2:+mat]:  53%|█▌ | 236/444 [00:44<00:33,  6.28it/s, loss=0.474, pair=0.575, adv=2.388, sprd=0.003]
Ep 027/60 [S2:+mat]:  53%|█▌ | 236/444 [00:44<00:33,  6.28it/s, loss=1.805, pair=4.957, adv=2.388, sprd=0.002]
Ep 027/60 [S2:+mat]:  53%|█▌ | 237/444 [00:44<00:40,  5.10it/s, loss=1.805, pair=4.957, adv=2.388, sprd=0.002]
Ep 027/60 [S2:+mat]:  53%|█▌ | 237/444 [00:44<00:40,  5.10it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  54%|█▌ | 238/444 [00:44<00:36,  5.62it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  54%|█▌ | 238/444 [00:45<00:36,  5.62it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  54%|█▌ | 239/444 [00:45<00:37,  5.48it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  54%|█▌ | 239/444 [00:45<00:37,  5.48it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  54%|█▌ | 240/444 [00:45<00:34,  5.93it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  54%|█▌ | 240/444 [00:45<00:34,  5.93it/s, loss=1.866, pair=5.211, adv=2.321, sprd=0.002]
Ep 027/60 [S2:+mat]:  54%|█▋ | 241/444 [00:45<00:36,  5.62it/s, loss=1.866, pair=5.211, adv=2.321, sprd=0.002]
Ep 027/60 [S2:+mat]:  54%|█▋ | 241/444 [00:45<00:36,  5.62it/s, loss=0.415, pair=0.387, adv=2.327, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 242/444 [00:45<00:33,  6.04it/s, loss=0.415, pair=0.387, adv=2.327, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 242/444 [00:45<00:33,  6.04it/s, loss=0.683, pair=1.263, adv=2.415, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 243/444 [00:45<00:35,  5.74it/s, loss=0.683, pair=1.263, adv=2.415, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 243/444 [00:45<00:35,  5.74it/s, loss=2.235, pair=6.375, adv=2.527, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 244/444 [00:45<00:32,  6.12it/s, loss=2.235, pair=6.375, adv=2.527, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 244/444 [00:46<00:32,  6.12it/s, loss=0.304, pair=0.012, adv=2.403, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 245/444 [00:46<00:34,  5.76it/s, loss=0.304, pair=0.012, adv=2.403, sprd=0.002]
Ep 027/60 [S2:+mat]:  55%|█▋ | 245/444 [00:46<00:34,  5.76it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  55%|█▋ | 246/444 [00:46<00:32,  6.15it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  55%|█▋ | 246/444 [00:46<00:32,  6.15it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  56%|█▋ | 247/444 [00:46<00:33,  5.84it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  56%|█▋ | 247/444 [00:46<00:33,  5.84it/s, loss=2.355, pair=6.789, adv=2.397, sprd=0.004]
Ep 027/60 [S2:+mat]:  56%|█▋ | 248/444 [00:46<00:31,  6.23it/s, loss=2.355, pair=6.789, adv=2.397, sprd=0.004]
Ep 027/60 [S2:+mat]:  56%|█▋ | 248/444 [00:46<00:31,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  56%|█▋ | 249/444 [00:46<00:33,  5.77it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  56%|█▋ | 249/444 [00:46<00:33,  5.77it/s, loss=2.025, pair=5.387, adv=2.775, sprd=0.003]
Ep 027/60 [S2:+mat]:  56%|█▋ | 250/444 [00:46<00:31,  6.16it/s, loss=2.025, pair=5.387, adv=2.775, sprd=0.003]
Ep 027/60 [S2:+mat]:  56%|█▋ | 250/444 [00:47<00:31,  6.16it/s, loss=0.393, pair=0.262, adv=2.534, sprd=0.002]
Ep 027/60 [S2:+mat]:  57%|█▋ | 251/444 [00:47<00:32,  5.91it/s, loss=0.393, pair=0.262, adv=2.534, sprd=0.002]
Ep 027/60 [S2:+mat]:  57%|█▋ | 251/444 [00:47<00:32,  5.91it/s, loss=1.872, pair=5.234, adv=2.380, sprd=0.004]
Ep 027/60 [S2:+mat]:  57%|█▋ | 252/444 [00:47<00:30,  6.25it/s, loss=1.872, pair=5.234, adv=2.380, sprd=0.004]
Ep 027/60 [S2:+mat]:  57%|█▋ | 252/444 [00:47<00:30,  6.25it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  57%|█▋ | 253/444 [00:47<00:32,  5.88it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  57%|█▏| 253/444 [00:47<00:32,  5.88it/s, loss=4.246, pair=13.078, adv=2.540, sprd=0.003]
Ep 027/60 [S2:+mat]:  57%|█▏| 254/444 [00:47<00:30,  6.24it/s, loss=4.246, pair=13.078, adv=2.540, sprd=0.003]
Ep 027/60 [S2:+mat]:  57%|█▏| 254/444 [00:47<00:30,  6.24it/s, loss=4.174, pair=12.891, adv=2.382, sprd=0.002]
Ep 027/60 [S2:+mat]:  57%|█▏| 255/444 [00:47<00:31,  5.96it/s, loss=4.174, pair=12.891, adv=2.382, sprd=0.002]
Ep 027/60 [S2:+mat]:  57%|█▋ | 255/444 [00:47<00:31,  5.96it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  58%|█▋ | 256/444 [00:47<00:29,  6.32it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  58%|█▋ | 256/444 [00:48<00:29,  6.32it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  58%|█▋ | 257/444 [00:48<00:32,  5.73it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  58%|█▋ | 257/444 [00:48<00:32,  5.73it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  58%|█▋ | 258/444 [00:48<00:30,  6.12it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  58%|█▋ | 258/444 [00:48<00:30,  6.12it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  58%|█▊ | 259/444 [00:48<00:32,  5.72it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  58%|█▊ | 259/444 [00:48<00:32,  5.72it/s, loss=0.680, pair=1.231, adv=2.474, sprd=0.004]
Ep 027/60 [S2:+mat]:  59%|█▊ | 260/444 [00:48<00:30,  6.11it/s, loss=0.680, pair=1.231, adv=2.474, sprd=0.004]
Ep 027/60 [S2:+mat]:  59%|█▊ | 260/444 [00:48<00:30,  6.11it/s, loss=2.918, pair=8.484, adv=3.105, sprd=0.003]
Ep 027/60 [S2:+mat]:  59%|█▊ | 261/444 [00:48<00:31,  5.80it/s, loss=2.918, pair=8.484, adv=3.105, sprd=0.003]
Ep 027/60 [S2:+mat]:  59%|█▊ | 261/444 [00:48<00:31,  5.80it/s, loss=1.028, pair=2.350, adv=2.567, sprd=0.003]
Ep 027/60 [S2:+mat]:  59%|█▊ | 262/444 [00:48<00:29,  6.16it/s, loss=1.028, pair=2.350, adv=2.567, sprd=0.003]
Ep 027/60 [S2:+mat]:  59%|█▏| 262/444 [00:49<00:29,  6.16it/s, loss=8.200, pair=26.266, adv=2.556, sprd=0.003]
Ep 027/60 [S2:+mat]:  59%|█▏| 263/444 [00:49<00:32,  5.60it/s, loss=8.200, pair=26.266, adv=2.556, sprd=0.003]
Ep 027/60 [S2:+mat]:  59%|█▊ | 263/444 [00:49<00:32,  5.60it/s, loss=2.839, pair=8.422, adv=2.455, sprd=0.002]
Ep 027/60 [S2:+mat]:  59%|█▊ | 264/444 [00:49<00:30,  6.00it/s, loss=2.839, pair=8.422, adv=2.455, sprd=0.002]
Ep 027/60 [S2:+mat]:  59%|█▊ | 264/444 [00:49<00:30,  6.00it/s, loss=0.353, pair=0.044, adv=2.460, sprd=0.003]
Ep 027/60 [S2:+mat]:  60%|█▊ | 265/444 [00:49<00:30,  5.83it/s, loss=0.353, pair=0.044, adv=2.460, sprd=0.003]
Ep 027/60 [S2:+mat]:  60%|█▊ | 265/444 [00:49<00:30,  5.83it/s, loss=0.425, pair=0.325, adv=2.455, sprd=0.003]
Ep 027/60 [S2:+mat]:  60%|█▊ | 266/444 [00:49<00:28,  6.19it/s, loss=0.425, pair=0.325, adv=2.455, sprd=0.003]
Ep 027/60 [S2:+mat]:  60%|█▊ | 266/444 [00:49<00:28,  6.19it/s, loss=2.634, pair=7.699, adv=2.565, sprd=0.003]
Ep 027/60 [S2:+mat]:  60%|█▊ | 267/444 [00:49<00:30,  5.80it/s, loss=2.634, pair=7.699, adv=2.565, sprd=0.003]
Ep 027/60 [S2:+mat]:  60%|█▊ | 267/444 [00:49<00:30,  5.80it/s, loss=1.480, pair=3.855, adv=2.438, sprd=0.004]
Ep 027/60 [S2:+mat]:  60%|█▊ | 268/444 [00:49<00:28,  6.15it/s, loss=1.480, pair=3.855, adv=2.438, sprd=0.004]
Ep 027/60 [S2:+mat]:  60%|█▊ | 268/444 [00:50<00:28,  6.15it/s, loss=0.454, pair=0.084, adv=2.603, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▊ | 269/444 [00:50<00:30,  5.77it/s, loss=0.454, pair=0.084, adv=2.603, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▏| 269/444 [00:50<00:30,  5.77it/s, loss=3.700, pair=11.297, adv=2.330, sprd=0.004]
Ep 027/60 [S2:+mat]:  61%|█▏| 270/444 [00:50<00:28,  6.14it/s, loss=3.700, pair=11.297, adv=2.330, sprd=0.004]
Ep 027/60 [S2:+mat]:  61%|█▊ | 270/444 [00:50<00:28,  6.14it/s, loss=0.794, pair=1.559, adv=2.516, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▊ | 271/444 [00:50<00:29,  5.90it/s, loss=0.794, pair=1.559, adv=2.516, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▊ | 271/444 [00:50<00:29,  5.90it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▊ | 272/444 [00:50<00:27,  6.28it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▊ | 272/444 [00:50<00:27,  6.28it/s, loss=1.829, pair=5.109, adv=2.289, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▊ | 273/444 [00:50<00:29,  5.84it/s, loss=1.829, pair=5.109, adv=2.289, sprd=0.003]
Ep 027/60 [S2:+mat]:  61%|█▊ | 273/444 [00:50<00:29,  5.84it/s, loss=2.492, pair=7.242, adv=2.487, sprd=0.003]
Ep 027/60 [S2:+mat]:  62%|█▊ | 274/444 [00:50<00:27,  6.21it/s, loss=2.492, pair=7.242, adv=2.487, sprd=0.003]
Ep 027/60 [S2:+mat]:  62%|█▊ | 274/444 [00:51<00:27,  6.21it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  62%|█▊ | 275/444 [00:51<00:29,  5.79it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  62%|█▊ | 275/444 [00:51<00:29,  5.79it/s, loss=2.265, pair=6.449, adv=2.457, sprd=0.004]
Ep 027/60 [S2:+mat]:  62%|█▊ | 276/444 [00:51<00:27,  6.16it/s, loss=2.265, pair=6.449, adv=2.457, sprd=0.004]
Ep 027/60 [S2:+mat]:  62%|█▊ | 276/444 [00:51<00:27,  6.16it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  62%|█▊ | 277/444 [00:51<00:28,  5.82it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  62%|█▊ | 277/444 [00:51<00:28,  5.82it/s, loss=0.345, pair=0.075, adv=2.524, sprd=0.002]
Ep 027/60 [S2:+mat]:  63%|█▉ | 278/444 [00:51<00:26,  6.18it/s, loss=0.345, pair=0.075, adv=2.524, sprd=0.002]
Ep 027/60 [S2:+mat]:  63%|█▉ | 278/444 [00:51<00:26,  6.18it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  63%|█▉ | 279/444 [00:51<00:28,  5.87it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  63%|█▉ | 279/444 [00:51<00:28,  5.87it/s, loss=3.210, pair=9.609, adv=2.632, sprd=0.003]
Ep 027/60 [S2:+mat]:  63%|█▉ | 280/444 [00:51<00:26,  6.22it/s, loss=3.210, pair=9.609, adv=2.632, sprd=0.003]
Ep 027/60 [S2:+mat]:  63%|█▉ | 280/444 [00:52<00:26,  6.22it/s, loss=0.420, pair=0.325, adv=2.523, sprd=0.006]
Ep 027/60 [S2:+mat]:  63%|█▉ | 281/444 [00:52<00:28,  5.71it/s, loss=0.420, pair=0.325, adv=2.523, sprd=0.006]
Ep 027/60 [S2:+mat]:  63%|█▎| 281/444 [00:52<00:28,  5.71it/s, loss=7.861, pair=25.062, adv=2.801, sprd=0.004]
Ep 027/60 [S2:+mat]:  64%|█▎| 282/444 [00:52<00:26,  6.09it/s, loss=7.861, pair=25.062, adv=2.801, sprd=0.004]
Ep 027/60 [S2:+mat]:  64%|█▉ | 282/444 [00:52<00:26,  6.09it/s, loss=1.378, pair=3.561, adv=2.375, sprd=0.004]
Ep 027/60 [S2:+mat]:  64%|█▉ | 283/444 [00:52<00:27,  5.87it/s, loss=1.378, pair=3.561, adv=2.375, sprd=0.004]
Ep 027/60 [S2:+mat]:  64%|█▎| 283/444 [00:52<00:27,  5.87it/s, loss=5.287, pair=16.609, adv=2.324, sprd=0.003]
Ep 027/60 [S2:+mat]:  64%|█▎| 284/444 [00:52<00:25,  6.22it/s, loss=5.287, pair=16.609, adv=2.324, sprd=0.003]
Ep 027/60 [S2:+mat]:  64%|█▎| 284/444 [00:52<00:25,  6.22it/s, loss=3.842, pair=11.695, adv=2.685, sprd=0.003]
Ep 027/60 [S2:+mat]:  64%|█▎| 285/444 [00:52<00:26,  5.99it/s, loss=3.842, pair=11.695, adv=2.685, sprd=0.003]
Ep 027/60 [S2:+mat]:  64%|█▉ | 285/444 [00:52<00:26,  5.99it/s, loss=2.708, pair=7.949, adv=2.555, sprd=0.002]
Ep 027/60 [S2:+mat]:  64%|█▉ | 286/444 [00:52<00:24,  6.33it/s, loss=2.708, pair=7.949, adv=2.555, sprd=0.002]
Ep 027/60 [S2:+mat]:  64%|█▎| 286/444 [00:53<00:24,  6.33it/s, loss=6.903, pair=21.922, adv=2.598, sprd=0.002]
Ep 027/60 [S2:+mat]:  65%|█▎| 287/444 [00:53<00:26,  5.99it/s, loss=6.903, pair=21.922, adv=2.598, sprd=0.002]
Ep 027/60 [S2:+mat]:  65%|█▉ | 287/444 [00:53<00:26,  5.99it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  65%|█▉ | 288/444 [00:53<00:24,  6.35it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  65%|█▎| 288/444 [00:53<00:24,  6.35it/s, loss=3.439, pair=10.266, adv=2.944, sprd=0.003]
Ep 027/60 [S2:+mat]:  65%|█▎| 289/444 [00:53<00:25,  5.99it/s, loss=3.439, pair=10.266, adv=2.944, sprd=0.003]
Ep 027/60 [S2:+mat]:  65%|█▉ | 289/444 [00:53<00:25,  5.99it/s, loss=0.370, pair=0.091, adv=2.719, sprd=0.003]
Ep 027/60 [S2:+mat]:  65%|█▉ | 290/444 [00:53<00:24,  6.33it/s, loss=0.370, pair=0.091, adv=2.719, sprd=0.003]
Ep 027/60 [S2:+mat]:  65%|█▉ | 290/444 [00:53<00:24,  6.33it/s, loss=0.334, pair=0.106, adv=2.291, sprd=0.002]
Ep 027/60 [S2:+mat]:  66%|█▉ | 291/444 [00:53<00:25,  5.91it/s, loss=0.334, pair=0.106, adv=2.291, sprd=0.002]
Ep 027/60 [S2:+mat]:  66%|█▉ | 291/444 [00:53<00:25,  5.91it/s, loss=0.334, pair=0.000, adv=2.719, sprd=0.002]
Ep 027/60 [S2:+mat]:  66%|█▉ | 292/444 [00:53<00:24,  6.27it/s, loss=0.334, pair=0.000, adv=2.719, sprd=0.002]
Ep 027/60 [S2:+mat]:  66%|█▉ | 292/444 [00:54<00:24,  6.27it/s, loss=0.430, pair=0.075, adv=2.639, sprd=0.002]
Ep 027/60 [S2:+mat]:  66%|█▉ | 293/444 [00:54<00:25,  6.01it/s, loss=0.430, pair=0.075, adv=2.639, sprd=0.002]
Ep 027/60 [S2:+mat]:  66%|█▎| 293/444 [00:54<00:25,  6.01it/s, loss=7.915, pair=25.172, adv=3.008, sprd=0.003]
Ep 027/60 [S2:+mat]:  66%|█▎| 294/444 [00:54<00:23,  6.35it/s, loss=7.915, pair=25.172, adv=3.008, sprd=0.003]
Ep 027/60 [S2:+mat]:  66%|█▉ | 294/444 [00:54<00:23,  6.35it/s, loss=0.317, pair=0.000, adv=2.421, sprd=0.003]
Ep 027/60 [S2:+mat]:  66%|█▉ | 295/444 [00:54<00:25,  5.87it/s, loss=0.317, pair=0.000, adv=2.421, sprd=0.003]
Ep 027/60 [S2:+mat]:  66%|█▉ | 295/444 [00:54<00:25,  5.87it/s, loss=2.448, pair=7.074, adv=2.649, sprd=0.005]
Ep 027/60 [S2:+mat]:  67%|██ | 296/444 [00:54<00:23,  6.21it/s, loss=2.448, pair=7.074, adv=2.649, sprd=0.005]
Ep 027/60 [S2:+mat]:  67%|██ | 296/444 [00:54<00:23,  6.21it/s, loss=1.031, pair=2.230, adv=2.981, sprd=0.003]
Ep 027/60 [S2:+mat]:  67%|██ | 297/444 [00:54<00:25,  5.81it/s, loss=1.031, pair=2.230, adv=2.981, sprd=0.003]
Ep 027/60 [S2:+mat]:  67%|██ | 297/444 [00:54<00:25,  5.81it/s, loss=0.366, pair=0.000, adv=3.027, sprd=0.003]
Ep 027/60 [S2:+mat]:  67%|██ | 298/444 [00:54<00:23,  6.18it/s, loss=0.366, pair=0.000, adv=3.027, sprd=0.003]
Ep 027/60 [S2:+mat]:  67%|█▎| 298/444 [00:55<00:23,  6.18it/s, loss=4.880, pair=15.047, adv=2.996, sprd=0.003]
Ep 027/60 [S2:+mat]:  67%|█▎| 299/444 [00:55<00:24,  5.90it/s, loss=4.880, pair=15.047, adv=2.996, sprd=0.003]
Ep 027/60 [S2:+mat]:  67%|██ | 299/444 [00:55<00:24,  5.90it/s, loss=0.371, pair=0.075, adv=2.852, sprd=0.002]
Ep 027/60 [S2:+mat]:  68%|██ | 300/444 [00:55<00:23,  6.24it/s, loss=0.371, pair=0.075, adv=2.852, sprd=0.002]
Ep 027/60 [S2:+mat]:  68%|█▎| 300/444 [00:55<00:23,  6.24it/s, loss=6.803, pair=21.516, adv=2.849, sprd=0.002]
Ep 027/60 [S2:+mat]:  68%|█▎| 301/444 [00:55<00:24,  5.82it/s, loss=6.803, pair=21.516, adv=2.849, sprd=0.002]
Ep 027/60 [S2:+mat]:  68%|██ | 301/444 [00:55<00:24,  5.82it/s, loss=0.311, pair=0.012, adv=2.436, sprd=0.002]
Ep 027/60 [S2:+mat]:  68%|██ | 302/444 [00:55<00:22,  6.19it/s, loss=0.311, pair=0.012, adv=2.436, sprd=0.002]
Ep 027/60 [S2:+mat]:  68%|██ | 302/444 [00:55<00:22,  6.19it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  68%|██ | 303/444 [00:55<00:24,  5.67it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  68%|██ | 303/444 [00:55<00:24,  5.67it/s, loss=2.321, pair=6.469, adv=3.155, sprd=0.003]
Ep 027/60 [S2:+mat]:  68%|██ | 304/444 [00:55<00:23,  6.07it/s, loss=2.321, pair=6.469, adv=3.155, sprd=0.003]
Ep 027/60 [S2:+mat]:  68%|█▎| 304/444 [00:56<00:23,  6.07it/s, loss=4.923, pair=15.266, adv=2.770, sprd=0.002]
Ep 027/60 [S2:+mat]:  69%|█▎| 305/444 [00:56<00:24,  5.75it/s, loss=4.923, pair=15.266, adv=2.770, sprd=0.002]
Ep 027/60 [S2:+mat]:  69%|█▎| 305/444 [00:56<00:24,  5.75it/s, loss=4.526, pair=13.859, adv=3.072, sprd=0.003]
Ep 027/60 [S2:+mat]:  69%|█▍| 306/444 [00:56<00:22,  6.14it/s, loss=4.526, pair=13.859, adv=3.072, sprd=0.003]
Ep 027/60 [S2:+mat]:  69%|█▍| 306/444 [00:56<00:22,  6.14it/s, loss=4.445, pair=13.719, adv=2.626, sprd=0.003]
Ep 027/60 [S2:+mat]:  69%|█▍| 307/444 [00:56<00:23,  5.76it/s, loss=4.445, pair=13.719, adv=2.626, sprd=0.003]
Ep 027/60 [S2:+mat]:  69%|██ | 307/444 [00:56<00:23,  5.76it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  69%|██ | 308/444 [00:56<00:22,  6.14it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  69%|█▍| 308/444 [00:56<00:22,  6.14it/s, loss=9.989, pair=32.125, adv=2.842, sprd=0.002]
Ep 027/60 [S2:+mat]:  70%|█▍| 309/444 [00:56<00:22,  5.88it/s, loss=9.989, pair=32.125, adv=2.842, sprd=0.002]
Ep 027/60 [S2:+mat]:  70%|██ | 309/444 [00:56<00:22,  5.88it/s, loss=1.576, pair=4.047, adv=2.967, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 310/444 [00:56<00:21,  6.23it/s, loss=1.576, pair=4.047, adv=2.967, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 310/444 [00:57<00:21,  6.23it/s, loss=0.614, pair=0.763, adv=3.234, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 311/444 [00:57<00:22,  5.87it/s, loss=0.614, pair=0.763, adv=3.234, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 311/444 [00:57<00:22,  5.87it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 312/444 [00:57<00:21,  6.24it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 312/444 [00:57<00:21,  6.24it/s, loss=2.258, pair=6.293, adv=2.906, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 313/444 [00:57<00:22,  5.92it/s, loss=2.258, pair=6.293, adv=2.906, sprd=0.003]
Ep 027/60 [S2:+mat]:  70%|██ | 313/444 [00:57<00:22,  5.92it/s, loss=0.910, pair=1.763, adv=3.057, sprd=0.004]
Ep 027/60 [S2:+mat]:  71%|██ | 314/444 [00:57<00:20,  6.24it/s, loss=0.910, pair=1.763, adv=3.057, sprd=0.004]
Ep 027/60 [S2:+mat]:  71%|██ | 314/444 [00:57<00:20,  6.24it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  71%|██▏| 315/444 [00:57<00:23,  5.51it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  71%|██▏| 315/444 [00:57<00:23,  5.51it/s, loss=1.198, pair=2.902, adv=2.619, sprd=0.003]
Ep 027/60 [S2:+mat]:  71%|██▏| 316/444 [00:57<00:21,  5.92it/s, loss=1.198, pair=2.902, adv=2.619, sprd=0.003]
Ep 027/60 [S2:+mat]:  71%|██▏| 316/444 [00:58<00:21,  5.92it/s, loss=2.066, pair=5.684, adv=2.937, sprd=0.003]
Ep 027/60 [S2:+mat]:  71%|██▏| 317/444 [00:58<00:22,  5.63it/s, loss=2.066, pair=5.684, adv=2.937, sprd=0.003]
Ep 027/60 [S2:+mat]:  71%|█▍| 317/444 [00:58<00:22,  5.63it/s, loss=3.930, pair=11.906, adv=2.938, sprd=0.002]
Ep 027/60 [S2:+mat]:  72%|█▍| 318/444 [00:58<00:20,  6.03it/s, loss=3.930, pair=11.906, adv=2.938, sprd=0.002]
Ep 027/60 [S2:+mat]:  72%|██▏| 318/444 [00:58<00:20,  6.03it/s, loss=0.960, pair=1.980, adv=2.850, sprd=0.004]
Ep 027/60 [S2:+mat]:  72%|██▏| 319/444 [00:58<00:21,  5.73it/s, loss=0.960, pair=1.980, adv=2.850, sprd=0.004]
Ep 027/60 [S2:+mat]:  72%|██▏| 319/444 [00:58<00:21,  5.73it/s, loss=0.434, pair=0.169, adv=3.151, sprd=0.003]
Ep 027/60 [S2:+mat]:  72%|██▏| 320/444 [00:58<00:20,  6.09it/s, loss=0.434, pair=0.169, adv=3.151, sprd=0.003]
Ep 027/60 [S2:+mat]:  72%|██▏| 320/444 [00:58<00:20,  6.09it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  72%|██▏| 321/444 [00:58<00:21,  5.65it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  72%|█▍| 321/444 [00:58<00:21,  5.65it/s, loss=3.770, pair=11.328, adv=2.948, sprd=0.004]
Ep 027/60 [S2:+mat]:  73%|█▍| 322/444 [00:58<00:20,  6.07it/s, loss=3.770, pair=11.328, adv=2.948, sprd=0.004]
Ep 027/60 [S2:+mat]:  73%|██▏| 322/444 [00:59<00:20,  6.07it/s, loss=3.202, pair=9.422, adv=2.967, sprd=0.005]
Ep 027/60 [S2:+mat]:  73%|██▏| 323/444 [00:59<00:20,  5.78it/s, loss=3.202, pair=9.422, adv=2.967, sprd=0.005]
Ep 027/60 [S2:+mat]:  73%|█▍| 323/444 [00:59<00:20,  5.78it/s, loss=5.038, pair=15.570, adv=2.757, sprd=0.004]
Ep 027/60 [S2:+mat]:  73%|█▍| 324/444 [00:59<00:19,  6.18it/s, loss=5.038, pair=15.570, adv=2.757, sprd=0.004]
Ep 027/60 [S2:+mat]:  73%|██▏| 324/444 [00:59<00:19,  6.18it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  73%|██▏| 325/444 [00:59<00:20,  5.76it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  73%|██▏| 325/444 [00:59<00:20,  5.76it/s, loss=0.743, pair=1.246, adv=2.928, sprd=0.005]
Ep 027/60 [S2:+mat]:  73%|██▏| 326/444 [00:59<00:19,  6.16it/s, loss=0.743, pair=1.246, adv=2.928, sprd=0.005]
Ep 027/60 [S2:+mat]:  73%|██▏| 326/444 [00:59<00:19,  6.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  74%|██▏| 327/444 [00:59<00:20,  5.57it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  74%|██▏| 327/444 [00:59<00:20,  5.57it/s, loss=0.597, pair=0.856, adv=2.819, sprd=0.003]
Ep 027/60 [S2:+mat]:  74%|██▏| 328/444 [00:59<00:19,  5.84it/s, loss=0.597, pair=0.856, adv=2.819, sprd=0.003]
Ep 027/60 [S2:+mat]:  74%|██▏| 328/444 [01:03<00:19,  5.84it/s, loss=0.135, pair=0.000, adv=0.000, sprd=0.006]
Ep 027/60 [S2:+mat]:  74%|██▏| 329/444 [01:03<02:30,  1.31s/it, loss=0.135, pair=0.000, adv=0.000, sprd=0.006]
Ep 027/60 [S2:+mat]:  74%|██▏| 329/444 [01:04<02:30,  1.31s/it, loss=1.896, pair=5.188, adv=2.682, sprd=0.004]
Ep 027/60 [S2:+mat]:  74%|██▏| 330/444 [01:04<01:49,  1.05it/s, loss=1.896, pair=5.188, adv=2.682, sprd=0.004]
Ep 027/60 [S2:+mat]:  74%|█▍| 330/444 [01:04<01:49,  1.05it/s, loss=3.508, pair=10.297, adv=2.895, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|█▍| 331/444 [01:04<01:21,  1.38it/s, loss=3.508, pair=10.297, adv=2.895, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|██▏| 331/444 [01:04<01:21,  1.38it/s, loss=0.350, pair=0.075, adv=2.575, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|██▏| 332/444 [01:04<01:01,  1.82it/s, loss=0.350, pair=0.075, adv=2.575, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|█▍| 332/444 [01:04<01:01,  1.82it/s, loss=6.715, pair=21.203, adv=2.738, sprd=0.004]
Ep 027/60 [S2:+mat]:  75%|█▌| 333/444 [01:04<00:49,  2.26it/s, loss=6.715, pair=21.203, adv=2.738, sprd=0.004]
Ep 027/60 [S2:+mat]:  75%|██▎| 333/444 [01:04<00:49,  2.26it/s, loss=2.876, pair=8.438, adv=2.778, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|██▎| 334/444 [01:04<00:38,  2.86it/s, loss=2.876, pair=8.438, adv=2.778, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|██▎| 334/444 [01:04<00:38,  2.86it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|██▎| 335/444 [01:04<00:32,  3.32it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  75%|██▎| 335/444 [01:04<00:32,  3.32it/s, loss=1.942, pair=5.234, adv=2.940, sprd=0.006]
Ep 027/60 [S2:+mat]:  76%|██▎| 336/444 [01:04<00:27,  3.98it/s, loss=1.942, pair=5.234, adv=2.940, sprd=0.006]
Ep 027/60 [S2:+mat]:  76%|██▎| 336/444 [01:05<00:27,  3.98it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  76%|██▎| 337/444 [01:05<00:24,  4.31it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  76%|██▎| 337/444 [01:05<00:24,  4.31it/s, loss=0.383, pair=0.075, adv=2.937, sprd=0.004]
Ep 027/60 [S2:+mat]:  76%|██▎| 338/444 [01:05<00:21,  4.93it/s, loss=0.383, pair=0.075, adv=2.937, sprd=0.004]
Ep 027/60 [S2:+mat]:  76%|██▎| 338/444 [01:05<00:21,  4.93it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  76%|██▎| 339/444 [01:05<00:21,  4.95it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  76%|██▎| 339/444 [01:05<00:21,  4.95it/s, loss=0.439, pair=0.356, adv=2.618, sprd=0.004]
Ep 027/60 [S2:+mat]:  77%|██▎| 340/444 [01:05<00:18,  5.50it/s, loss=0.439, pair=0.356, adv=2.618, sprd=0.004]
Ep 027/60 [S2:+mat]:  77%|██▎| 340/444 [01:05<00:18,  5.50it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.007]
Ep 027/60 [S2:+mat]:  77%|██▎| 341/444 [01:05<00:19,  5.29it/s, loss=0.119, pair=0.000, adv=0.000, sprd=0.007]
Ep 027/60 [S2:+mat]:  77%|██▎| 341/444 [01:05<00:19,  5.29it/s, loss=2.036, pair=5.547, adv=3.061, sprd=0.004]
Ep 027/60 [S2:+mat]:  77%|██▎| 342/444 [01:05<00:17,  5.78it/s, loss=2.036, pair=5.547, adv=3.061, sprd=0.004]
Ep 027/60 [S2:+mat]:  77%|██▎| 342/444 [01:06<00:17,  5.78it/s, loss=0.377, pair=0.075, adv=2.823, sprd=0.004]
Ep 027/60 [S2:+mat]:  77%|██▎| 343/444 [01:06<00:18,  5.58it/s, loss=0.377, pair=0.075, adv=2.823, sprd=0.004]
Ep 027/60 [S2:+mat]:  77%|██▎| 343/444 [01:06<00:18,  5.58it/s, loss=2.477, pair=7.066, adv=2.962, sprd=0.003]
Ep 027/60 [S2:+mat]:  77%|██▎| 344/444 [01:06<00:16,  6.02it/s, loss=2.477, pair=7.066, adv=2.962, sprd=0.003]
Ep 027/60 [S2:+mat]:  77%|█▌| 344/444 [01:06<00:16,  6.02it/s, loss=5.469, pair=17.047, adv=2.914, sprd=0.003]
Ep 027/60 [S2:+mat]:  78%|█▌| 345/444 [01:06<00:16,  5.83it/s, loss=5.469, pair=17.047, adv=2.914, sprd=0.003]
Ep 027/60 [S2:+mat]:  78%|██▎| 345/444 [01:06<00:16,  5.83it/s, loss=0.371, pair=0.084, adv=2.792, sprd=0.002]
Ep 027/60 [S2:+mat]:  78%|██▎| 346/444 [01:06<00:15,  6.22it/s, loss=0.371, pair=0.084, adv=2.792, sprd=0.002]
Ep 027/60 [S2:+mat]:  78%|██▎| 346/444 [01:06<00:15,  6.22it/s, loss=2.400, pair=5.754, adv=2.815, sprd=0.003]
Ep 027/60 [S2:+mat]:  78%|██▎| 347/444 [01:06<00:16,  5.97it/s, loss=2.400, pair=5.754, adv=2.815, sprd=0.003]
Ep 027/60 [S2:+mat]:  78%|██▎| 347/444 [01:06<00:16,  5.97it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  78%|██▎| 348/444 [01:06<00:15,  6.34it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  78%|██▎| 348/444 [01:07<00:15,  6.34it/s, loss=1.628, pair=4.238, adv=2.850, sprd=0.002]
Ep 027/60 [S2:+mat]:  79%|██▎| 349/444 [01:07<00:15,  6.03it/s, loss=1.628, pair=4.238, adv=2.850, sprd=0.002]
Ep 027/60 [S2:+mat]:  79%|██▎| 349/444 [01:07<00:15,  6.03it/s, loss=1.230, pair=2.998, adv=2.604, sprd=0.003]
Ep 027/60 [S2:+mat]:  79%|██▎| 350/444 [01:07<00:14,  6.38it/s, loss=1.230, pair=2.998, adv=2.604, sprd=0.003]
Ep 027/60 [S2:+mat]:  79%|██▎| 350/444 [01:07<00:14,  6.38it/s, loss=0.442, pair=0.278, adv=2.819, sprd=0.002]
Ep 027/60 [S2:+mat]:  79%|██▎| 351/444 [01:07<00:15,  5.95it/s, loss=0.442, pair=0.278, adv=2.819, sprd=0.002]
Ep 027/60 [S2:+mat]:  79%|██▎| 351/444 [01:07<00:15,  5.95it/s, loss=2.489, pair=7.137, adv=2.833, sprd=0.003]
Ep 027/60 [S2:+mat]:  79%|██▍| 352/444 [01:07<00:14,  6.32it/s, loss=2.489, pair=7.137, adv=2.833, sprd=0.003]
Ep 027/60 [S2:+mat]:  79%|██▍| 352/444 [01:07<00:14,  6.32it/s, loss=2.354, pair=6.668, adv=2.858, sprd=0.004]
Ep 027/60 [S2:+mat]:  80%|██▍| 353/444 [01:07<00:15,  5.84it/s, loss=2.354, pair=6.668, adv=2.858, sprd=0.004]
Ep 027/60 [S2:+mat]:  80%|██▍| 353/444 [01:07<00:15,  5.84it/s, loss=0.347, pair=0.075, adv=2.477, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|██▍| 354/444 [01:07<00:14,  6.23it/s, loss=0.347, pair=0.075, adv=2.477, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|█▌| 354/444 [01:08<00:14,  6.23it/s, loss=4.012, pair=12.141, adv=3.043, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|█▌| 355/444 [01:08<00:15,  5.90it/s, loss=4.012, pair=12.141, adv=3.043, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|██▍| 355/444 [01:08<00:15,  5.90it/s, loss=3.121, pair=9.219, adv=2.797, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|██▍| 356/444 [01:08<00:14,  6.27it/s, loss=3.121, pair=9.219, adv=2.797, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|█▌| 356/444 [01:08<00:14,  6.27it/s, loss=4.816, pair=14.906, adv=2.796, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|█▌| 357/444 [01:08<00:14,  5.93it/s, loss=4.816, pair=14.906, adv=2.796, sprd=0.003]
Ep 027/60 [S2:+mat]:  80%|██▍| 357/444 [01:08<00:14,  5.93it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  81%|██▍| 358/444 [01:08<00:13,  6.31it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  81%|██▍| 358/444 [01:08<00:13,  6.31it/s, loss=0.435, pair=0.231, adv=2.974, sprd=0.003]
Ep 027/60 [S2:+mat]:  81%|██▍| 359/444 [01:08<00:14,  5.94it/s, loss=0.435, pair=0.231, adv=2.974, sprd=0.003]
Ep 027/60 [S2:+mat]:  81%|██▍| 359/444 [01:08<00:14,  5.94it/s, loss=0.394, pair=0.137, adv=2.919, sprd=0.002]
Ep 027/60 [S2:+mat]:  81%|██▍| 360/444 [01:08<00:13,  6.32it/s, loss=0.394, pair=0.137, adv=2.919, sprd=0.002]
Ep 027/60 [S2:+mat]:  81%|██▍| 360/444 [01:09<00:13,  6.32it/s, loss=0.961, pair=2.027, adv=2.925, sprd=0.003]
Ep 027/60 [S2:+mat]:  81%|██▍| 361/444 [01:09<00:13,  6.00it/s, loss=0.961, pair=2.027, adv=2.925, sprd=0.003]
Ep 027/60 [S2:+mat]:  81%|██▍| 361/444 [01:09<00:13,  6.00it/s, loss=0.417, pair=0.262, adv=2.715, sprd=0.002]
Ep 027/60 [S2:+mat]:  82%|██▍| 362/444 [01:09<00:12,  6.36it/s, loss=0.417, pair=0.262, adv=2.715, sprd=0.002]
Ep 027/60 [S2:+mat]:  82%|█▋| 362/444 [01:09<00:12,  6.36it/s, loss=5.122, pair=15.891, adv=2.891, sprd=0.002]
Ep 027/60 [S2:+mat]:  82%|█▋| 363/444 [01:09<00:13,  5.98it/s, loss=5.122, pair=15.891, adv=2.891, sprd=0.002]
Ep 027/60 [S2:+mat]:  82%|██▍| 363/444 [01:09<00:13,  5.98it/s, loss=2.984, pair=8.906, adv=2.494, sprd=0.002]
Ep 027/60 [S2:+mat]:  82%|██▍| 364/444 [01:09<00:12,  6.33it/s, loss=2.984, pair=8.906, adv=2.494, sprd=0.002]
Ep 027/60 [S2:+mat]:  82%|█▋| 364/444 [01:09<00:12,  6.33it/s, loss=6.641, pair=20.859, adv=3.062, sprd=0.004]
Ep 027/60 [S2:+mat]:  82%|█▋| 365/444 [01:09<00:13,  5.90it/s, loss=6.641, pair=20.859, adv=3.062, sprd=0.004]
Ep 027/60 [S2:+mat]:  82%|██▍| 365/444 [01:09<00:13,  5.90it/s, loss=0.678, pair=1.106, adv=2.697, sprd=0.003]
Ep 027/60 [S2:+mat]:  82%|██▍| 366/444 [01:09<00:12,  6.27it/s, loss=0.678, pair=1.106, adv=2.697, sprd=0.003]
Ep 027/60 [S2:+mat]:  82%|█▋| 366/444 [01:10<00:12,  6.27it/s, loss=5.228, pair=16.297, adv=2.769, sprd=0.002]
Ep 027/60 [S2:+mat]:  83%|█▋| 367/444 [01:10<00:13,  5.84it/s, loss=5.228, pair=16.297, adv=2.769, sprd=0.002]
Ep 027/60 [S2:+mat]:  83%|██▍| 367/444 [01:10<00:13,  5.84it/s, loss=2.193, pair=6.145, adv=2.690, sprd=0.005]
Ep 027/60 [S2:+mat]:  83%|██▍| 368/444 [01:10<00:12,  6.20it/s, loss=2.193, pair=6.145, adv=2.690, sprd=0.005]
Ep 027/60 [S2:+mat]:  83%|██▍| 368/444 [01:10<00:12,  6.20it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  83%|██▍| 369/444 [01:10<00:13,  5.70it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.005]
Ep 027/60 [S2:+mat]:  83%|██▍| 369/444 [01:10<00:13,  5.70it/s, loss=0.359, pair=0.012, adv=2.856, sprd=0.003]
Ep 027/60 [S2:+mat]:  83%|██▌| 370/444 [01:10<00:12,  6.11it/s, loss=0.359, pair=0.012, adv=2.856, sprd=0.003]
Ep 027/60 [S2:+mat]:  83%|██▌| 370/444 [01:10<00:12,  6.11it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  84%|██▌| 371/444 [01:10<00:12,  5.77it/s, loss=0.166, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  84%|██▌| 371/444 [01:10<00:12,  5.77it/s, loss=1.781, pair=4.832, adv=2.686, sprd=0.003]
Ep 027/60 [S2:+mat]:  84%|██▌| 372/444 [01:10<00:11,  6.16it/s, loss=1.781, pair=4.832, adv=2.686, sprd=0.003]
Ep 027/60 [S2:+mat]:  84%|██▌| 372/444 [01:11<00:11,  6.16it/s, loss=1.892, pair=5.105, adv=2.956, sprd=0.004]
Ep 027/60 [S2:+mat]:  84%|██▌| 373/444 [01:11<00:12,  5.78it/s, loss=1.892, pair=5.105, adv=2.956, sprd=0.004]
Ep 027/60 [S2:+mat]:  84%|██▌| 373/444 [01:11<00:12,  5.78it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  84%|██▌| 374/444 [01:11<00:11,  6.16it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  84%|█▋| 374/444 [01:11<00:11,  6.16it/s, loss=4.573, pair=14.078, adv=2.851, sprd=0.002]
Ep 027/60 [S2:+mat]:  84%|█▋| 375/444 [01:11<00:11,  5.79it/s, loss=4.573, pair=14.078, adv=2.851, sprd=0.002]
Ep 027/60 [S2:+mat]:  84%|██▌| 375/444 [01:11<00:11,  5.79it/s, loss=0.366, pair=0.137, adv=2.589, sprd=0.002]
Ep 027/60 [S2:+mat]:  85%|██▌| 376/444 [01:11<00:10,  6.19it/s, loss=0.366, pair=0.137, adv=2.589, sprd=0.002]
Ep 027/60 [S2:+mat]:  85%|██▌| 376/444 [01:11<00:10,  6.19it/s, loss=2.039, pair=5.719, adv=2.551, sprd=0.002]
Ep 027/60 [S2:+mat]:  85%|██▌| 377/444 [01:11<00:11,  5.94it/s, loss=2.039, pair=5.719, adv=2.551, sprd=0.002]
Ep 027/60 [S2:+mat]:  85%|██▌| 377/444 [01:11<00:11,  5.94it/s, loss=1.965, pair=5.445, adv=2.602, sprd=0.003]
Ep 027/60 [S2:+mat]:  85%|██▌| 378/444 [01:11<00:10,  6.30it/s, loss=1.965, pair=5.445, adv=2.602, sprd=0.003]
Ep 027/60 [S2:+mat]:  85%|██▌| 378/444 [01:12<00:10,  6.30it/s, loss=2.032, pair=5.586, adv=2.869, sprd=0.003]
Ep 027/60 [S2:+mat]:  85%|██▌| 379/444 [01:12<00:11,  5.84it/s, loss=2.032, pair=5.586, adv=2.869, sprd=0.003]
Ep 027/60 [S2:+mat]:  85%|██▌| 379/444 [01:12<00:11,  5.84it/s, loss=1.504, pair=3.910, adv=2.634, sprd=0.002]
Ep 027/60 [S2:+mat]:  86%|██▌| 380/444 [01:12<00:10,  6.19it/s, loss=1.504, pair=3.910, adv=2.634, sprd=0.002]
Ep 027/60 [S2:+mat]:  86%|██▌| 380/444 [01:12<00:10,  6.19it/s, loss=0.332, pair=0.000, adv=2.531, sprd=0.003]
Ep 027/60 [S2:+mat]:  86%|██▌| 381/444 [01:12<00:10,  5.84it/s, loss=0.332, pair=0.000, adv=2.531, sprd=0.003]
Ep 027/60 [S2:+mat]:  86%|██▌| 381/444 [01:12<00:10,  5.84it/s, loss=0.711, pair=1.231, adv=2.749, sprd=0.003]
Ep 027/60 [S2:+mat]:  86%|██▌| 382/444 [01:12<00:09,  6.22it/s, loss=0.711, pair=1.231, adv=2.749, sprd=0.003]
Ep 027/60 [S2:+mat]:  86%|██▌| 382/444 [01:12<00:09,  6.22it/s, loss=0.317, pair=0.006, adv=2.453, sprd=0.004]
Ep 027/60 [S2:+mat]:  86%|██▌| 383/444 [01:12<00:10,  5.75it/s, loss=0.317, pair=0.006, adv=2.453, sprd=0.004]
Ep 027/60 [S2:+mat]:  86%|█▋| 383/444 [01:12<00:10,  5.75it/s, loss=4.671, pair=14.422, adv=2.742, sprd=0.004]
Ep 027/60 [S2:+mat]:  86%|█▋| 384/444 [01:12<00:09,  6.13it/s, loss=4.671, pair=14.422, adv=2.742, sprd=0.004]
Ep 027/60 [S2:+mat]:  86%|██▌| 384/444 [01:13<00:09,  6.13it/s, loss=1.603, pair=4.230, adv=2.623, sprd=0.003]
Ep 027/60 [S2:+mat]:  87%|██▌| 385/444 [01:13<00:10,  5.72it/s, loss=1.603, pair=4.230, adv=2.623, sprd=0.003]
Ep 027/60 [S2:+mat]:  87%|██▌| 385/444 [01:13<00:10,  5.72it/s, loss=3.064, pair=9.180, adv=2.481, sprd=0.003]
Ep 027/60 [S2:+mat]:  87%|██▌| 386/444 [01:13<00:09,  6.07it/s, loss=3.064, pair=9.180, adv=2.481, sprd=0.003]
Ep 027/60 [S2:+mat]:  87%|██▌| 386/444 [01:13<00:09,  6.07it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  87%|██▌| 387/444 [01:13<00:10,  5.60it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  87%|█▋| 387/444 [01:13<00:10,  5.60it/s, loss=6.176, pair=19.484, adv=2.654, sprd=0.002]
Ep 027/60 [S2:+mat]:  87%|█▋| 388/444 [01:13<00:09,  6.02it/s, loss=6.176, pair=19.484, adv=2.654, sprd=0.002]
Ep 027/60 [S2:+mat]:  87%|██▌| 388/444 [01:13<00:09,  6.02it/s, loss=0.674, pair=1.075, adv=2.794, sprd=0.004]
Ep 027/60 [S2:+mat]:  88%|██▋| 389/444 [01:13<00:09,  5.58it/s, loss=0.674, pair=1.075, adv=2.794, sprd=0.004]
Ep 027/60 [S2:+mat]:  88%|██▋| 389/444 [01:13<00:09,  5.58it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  88%|██▋| 390/444 [01:13<00:08,  6.03it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  88%|█▊| 390/444 [01:14<00:08,  6.03it/s, loss=4.843, pair=14.953, adv=2.853, sprd=0.004]
Ep 027/60 [S2:+mat]:  88%|█▊| 391/444 [01:14<00:09,  5.78it/s, loss=4.843, pair=14.953, adv=2.853, sprd=0.004]
Ep 027/60 [S2:+mat]:  88%|█▊| 391/444 [01:14<00:09,  5.78it/s, loss=8.348, pair=26.766, adv=2.510, sprd=0.003]
Ep 027/60 [S2:+mat]:  88%|█▊| 392/444 [01:14<00:08,  6.17it/s, loss=8.348, pair=26.766, adv=2.510, sprd=0.003]
Ep 027/60 [S2:+mat]:  88%|██▋| 392/444 [01:14<00:08,  6.17it/s, loss=0.540, pair=0.419, adv=2.767, sprd=0.003]
Ep 027/60 [S2:+mat]:  89%|██▋| 393/444 [01:14<00:08,  5.89it/s, loss=0.540, pair=0.419, adv=2.767, sprd=0.003]
Ep 027/60 [S2:+mat]:  89%|██▋| 393/444 [01:14<00:08,  5.89it/s, loss=0.651, pair=1.013, adv=2.844, sprd=0.003]
Ep 027/60 [S2:+mat]:  89%|██▋| 394/444 [01:14<00:07,  6.26it/s, loss=0.651, pair=1.013, adv=2.844, sprd=0.003]
Ep 027/60 [S2:+mat]:  89%|██▋| 394/444 [01:14<00:07,  6.26it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  89%|██▋| 395/444 [01:14<00:08,  5.96it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  89%|█▊| 395/444 [01:14<00:08,  5.96it/s, loss=5.790, pair=18.141, adv=2.743, sprd=0.003]
Ep 027/60 [S2:+mat]:  89%|█▊| 396/444 [01:14<00:07,  6.31it/s, loss=5.790, pair=18.141, adv=2.743, sprd=0.003]
Ep 027/60 [S2:+mat]:  89%|█▊| 396/444 [01:15<00:07,  6.31it/s, loss=7.217, pair=22.891, adv=2.815, sprd=0.002]
Ep 027/60 [S2:+mat]:  89%|█▊| 397/444 [01:15<00:07,  5.92it/s, loss=7.217, pair=22.891, adv=2.815, sprd=0.002]
Ep 027/60 [S2:+mat]:  89%|██▋| 397/444 [01:15<00:07,  5.92it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  90%|██▋| 398/444 [01:15<00:07,  6.31it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  90%|██▋| 398/444 [01:15<00:07,  6.31it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  90%|██▋| 399/444 [01:15<00:07,  5.97it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.003]
Ep 027/60 [S2:+mat]:  90%|██▋| 399/444 [01:15<00:07,  5.97it/s, loss=2.984, pair=8.781, adv=2.878, sprd=0.003]
Ep 027/60 [S2:+mat]:  90%|██▋| 400/444 [01:15<00:06,  6.31it/s, loss=2.984, pair=8.781, adv=2.878, sprd=0.003]
Ep 027/60 [S2:+mat]:  90%|██▋| 400/444 [01:15<00:06,  6.31it/s, loss=0.417, pair=0.311, adv=2.587, sprd=0.002]
Ep 027/60 [S2:+mat]:  90%|██▋| 401/444 [01:15<00:07,  5.96it/s, loss=0.417, pair=0.311, adv=2.587, sprd=0.002]
Ep 027/60 [S2:+mat]:  90%|██▋| 401/444 [01:15<00:07,  5.96it/s, loss=0.320, pair=0.000, adv=2.563, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 402/444 [01:15<00:06,  6.31it/s, loss=0.320, pair=0.000, adv=2.563, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 402/444 [01:16<00:06,  6.31it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 403/444 [01:16<00:07,  5.82it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 403/444 [01:16<00:07,  5.82it/s, loss=0.334, pair=0.000, adv=2.637, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 404/444 [01:16<00:06,  6.19it/s, loss=0.334, pair=0.000, adv=2.637, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 404/444 [01:16<00:06,  6.19it/s, loss=0.408, pair=0.200, adv=2.765, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 405/444 [01:16<00:06,  5.86it/s, loss=0.408, pair=0.200, adv=2.765, sprd=0.002]
Ep 027/60 [S2:+mat]:  91%|██▋| 405/444 [01:16<00:06,  5.86it/s, loss=3.010, pair=8.906, adv=2.769, sprd=0.003]
Ep 027/60 [S2:+mat]:  91%|██▋| 406/444 [01:16<00:06,  6.22it/s, loss=3.010, pair=8.906, adv=2.769, sprd=0.003]
Ep 027/60 [S2:+mat]:  91%|██▋| 406/444 [01:16<00:06,  6.22it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  92%|██▊| 407/444 [01:16<00:06,  5.77it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  92%|██▊| 407/444 [01:16<00:06,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  92%|██▊| 408/444 [01:16<00:05,  6.19it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  92%|██▊| 408/444 [01:17<00:05,  6.19it/s, loss=1.504, pair=3.805, adv=2.693, sprd=0.002]
Ep 027/60 [S2:+mat]:  92%|██▊| 409/444 [01:17<00:06,  5.74it/s, loss=1.504, pair=3.805, adv=2.693, sprd=0.002]
Ep 027/60 [S2:+mat]:  92%|██▊| 409/444 [01:17<00:06,  5.74it/s, loss=0.500, pair=0.541, adv=2.751, sprd=0.003]
Ep 027/60 [S2:+mat]:  92%|██▊| 410/444 [01:17<00:05,  6.12it/s, loss=0.500, pair=0.541, adv=2.751, sprd=0.003]
Ep 027/60 [S2:+mat]:  92%|█▊| 410/444 [01:17<00:05,  6.12it/s, loss=6.568, pair=20.484, adv=2.801, sprd=0.003]
Ep 027/60 [S2:+mat]:  93%|█▊| 411/444 [01:17<00:05,  5.90it/s, loss=6.568, pair=20.484, adv=2.801, sprd=0.003]
Ep 027/60 [S2:+mat]:  93%|██▊| 411/444 [01:17<00:05,  5.90it/s, loss=2.736, pair=7.949, adv=2.902, sprd=0.003]
Ep 027/60 [S2:+mat]:  93%|██▊| 412/444 [01:17<00:05,  6.25it/s, loss=2.736, pair=7.949, adv=2.902, sprd=0.003]
Ep 027/60 [S2:+mat]:  93%|██▊| 412/444 [01:17<00:05,  6.25it/s, loss=0.983, pair=2.074, adv=2.768, sprd=0.002]
Ep 027/60 [S2:+mat]:  93%|██▊| 413/444 [01:17<00:05,  5.84it/s, loss=0.983, pair=2.074, adv=2.768, sprd=0.002]
Ep 027/60 [S2:+mat]:  93%|██▊| 413/444 [01:17<00:05,  5.84it/s, loss=1.061, pair=2.332, adv=2.939, sprd=0.002]
Ep 027/60 [S2:+mat]:  93%|██▊| 414/444 [01:17<00:04,  6.08it/s, loss=1.061, pair=2.332, adv=2.939, sprd=0.002]
Ep 027/60 [S2:+mat]:  93%|██▊| 414/444 [01:18<00:04,  6.08it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  93%|██▊| 415/444 [01:18<00:05,  5.63it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  93%|██▊| 415/444 [01:18<00:05,  5.63it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  94%|██▊| 416/444 [01:18<00:04,  5.83it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  94%|█▊| 416/444 [01:18<00:04,  5.83it/s, loss=6.066, pair=18.766, adv=2.926, sprd=0.003]
Ep 027/60 [S2:+mat]:  94%|█▉| 417/444 [01:18<00:04,  5.61it/s, loss=6.066, pair=18.766, adv=2.926, sprd=0.003]
Ep 027/60 [S2:+mat]:  94%|██▊| 417/444 [01:18<00:04,  5.61it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  94%|██▊| 418/444 [01:18<00:04,  5.97it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  94%|██▊| 418/444 [01:18<00:04,  5.97it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  94%|██▊| 419/444 [01:18<00:04,  5.20it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  94%|██▊| 419/444 [01:19<00:04,  5.20it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|██▊| 420/444 [01:19<00:04,  5.48it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|█▉| 420/444 [01:19<00:04,  5.48it/s, loss=5.005, pair=15.531, adv=2.786, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|█▉| 421/444 [01:19<00:04,  5.40it/s, loss=5.005, pair=15.531, adv=2.786, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|█▉| 421/444 [01:19<00:04,  5.40it/s, loss=3.983, pair=12.172, adv=2.681, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|█▉| 422/444 [01:19<00:03,  5.77it/s, loss=3.983, pair=12.172, adv=2.681, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|█▉| 422/444 [01:19<00:03,  5.77it/s, loss=4.969, pair=15.430, adv=2.761, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|█▉| 423/444 [01:19<00:03,  5.56it/s, loss=4.969, pair=15.430, adv=2.761, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|██▊| 423/444 [01:19<00:03,  5.56it/s, loss=1.691, pair=4.430, adv=2.919, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|██▊| 424/444 [01:19<00:03,  5.94it/s, loss=1.691, pair=4.430, adv=2.919, sprd=0.002]
Ep 027/60 [S2:+mat]:  95%|██▊| 424/444 [01:19<00:03,  5.94it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  96%|██▊| 425/444 [01:19<00:03,  5.28it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  96%|█▉| 425/444 [01:20<00:03,  5.28it/s, loss=5.460, pair=17.141, adv=2.540, sprd=0.002]
Ep 027/60 [S2:+mat]:  96%|█▉| 426/444 [01:20<00:03,  5.70it/s, loss=5.460, pair=17.141, adv=2.540, sprd=0.002]
Ep 027/60 [S2:+mat]:  96%|██▉| 426/444 [01:20<00:03,  5.70it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  96%|██▉| 427/444 [01:20<00:03,  5.27it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  96%|█▉| 427/444 [01:20<00:03,  5.27it/s, loss=5.239, pair=16.297, adv=2.788, sprd=0.003]
Ep 027/60 [S2:+mat]:  96%|█▉| 428/444 [01:20<00:02,  5.55it/s, loss=5.239, pair=16.297, adv=2.788, sprd=0.003]
Ep 027/60 [S2:+mat]:  96%|█▉| 428/444 [01:20<00:02,  5.55it/s, loss=4.689, pair=14.422, adv=2.928, sprd=0.003]
Ep 027/60 [S2:+mat]:  97%|█▉| 429/444 [01:20<00:02,  5.11it/s, loss=4.689, pair=14.422, adv=2.928, sprd=0.003]
Ep 027/60 [S2:+mat]:  97%|██▉| 429/444 [01:20<00:02,  5.11it/s, loss=0.452, pair=0.419, adv=2.701, sprd=0.002]
Ep 027/60 [S2:+mat]:  97%|██▉| 430/444 [01:20<00:02,  5.46it/s, loss=0.452, pair=0.419, adv=2.701, sprd=0.002]
Ep 027/60 [S2:+mat]:  97%|██▉| 430/444 [01:21<00:02,  5.46it/s, loss=0.577, pair=0.716, adv=2.824, sprd=0.004]
Ep 027/60 [S2:+mat]:  97%|██▉| 431/444 [01:21<00:02,  4.94it/s, loss=0.577, pair=0.716, adv=2.824, sprd=0.004]
Ep 027/60 [S2:+mat]:  97%|██▉| 431/444 [01:21<00:02,  4.94it/s, loss=1.160, pair=2.730, adv=2.798, sprd=0.003]
Ep 027/60 [S2:+mat]:  97%|██▉| 432/444 [01:21<00:02,  5.35it/s, loss=1.160, pair=2.730, adv=2.798, sprd=0.003]
Ep 027/60 [S2:+mat]:  97%|█▉| 432/444 [01:21<00:02,  5.35it/s, loss=5.835, pair=18.344, adv=2.583, sprd=0.003]
Ep 027/60 [S2:+mat]:  98%|█▉| 433/444 [01:21<00:02,  5.16it/s, loss=5.835, pair=18.344, adv=2.583, sprd=0.003]
Ep 027/60 [S2:+mat]:  98%|██▉| 433/444 [01:21<00:02,  5.16it/s, loss=0.555, pair=0.731, adv=2.750, sprd=0.002]
Ep 027/60 [S2:+mat]:  98%|██▉| 434/444 [01:21<00:01,  5.63it/s, loss=0.555, pair=0.731, adv=2.750, sprd=0.002]
Ep 027/60 [S2:+mat]:  98%|██▉| 434/444 [01:21<00:01,  5.63it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  98%|██▉| 435/444 [01:21<00:01,  5.40it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 027/60 [S2:+mat]:  98%|██▉| 435/444 [01:21<00:01,  5.40it/s, loss=1.942, pair=5.285, adv=2.916, sprd=0.003]
Ep 027/60 [S2:+mat]:  98%|██▉| 436/444 [01:21<00:01,  5.85it/s, loss=1.942, pair=5.285, adv=2.916, sprd=0.003]
Ep 027/60 [S2:+mat]:  98%|██▉| 436/444 [01:22<00:01,  5.85it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  98%|██▉| 437/444 [01:22<00:01,  5.52it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 027/60 [S2:+mat]:  98%|█▉| 437/444 [01:22<00:01,  5.52it/s, loss=3.594, pair=10.805, adv=2.834, sprd=0.003]
Ep 027/60 [S2:+mat]:  99%|█▉| 438/444 [01:22<00:01,  5.94it/s, loss=3.594, pair=10.805, adv=2.834, sprd=0.003]
Ep 027/60 [S2:+mat]:  99%|██▉| 438/444 [01:22<00:01,  5.94it/s, loss=0.843, pair=1.647, adv=2.771, sprd=0.002]
Ep 027/60 [S2:+mat]:  99%|██▉| 439/444 [01:22<00:00,  5.58it/s, loss=0.843, pair=1.647, adv=2.771, sprd=0.002]
Ep 027/60 [S2:+mat]:  99%|██▉| 439/444 [01:22<00:00,  5.58it/s, loss=0.398, pair=0.200, adv=2.653, sprd=0.004]
Ep 027/60 [S2:+mat]:  99%|██▉| 440/444 [01:22<00:00,  5.99it/s, loss=0.398, pair=0.200, adv=2.653, sprd=0.004]
Ep 027/60 [S2:+mat]:  99%|██▉| 440/444 [01:22<00:00,  5.99it/s, loss=2.832, pair=8.297, adv=2.703, sprd=0.002]
Ep 027/60 [S2:+mat]:  99%|██▉| 441/444 [01:22<00:00,  5.54it/s, loss=2.832, pair=8.297, adv=2.703, sprd=0.002]
Ep 027/60 [S2:+mat]:  99%|██▉| 441/444 [01:22<00:00,  5.54it/s, loss=0.359, pair=0.075, adv=2.674, sprd=0.003]
Ep 027/60 [S2:+mat]: 100%|██▉| 442/444 [01:22<00:00,  5.97it/s, loss=0.359, pair=0.075, adv=2.674, sprd=0.003]
Ep 027/60 [S2:+mat]: 100%|██▉| 442/444 [01:23<00:00,  5.97it/s, loss=0.824, pair=1.575, adv=2.827, sprd=0.004]
Ep 027/60 [S2:+mat]: 100%|██▉| 443/444 [01:23<00:00,  5.47it/s, loss=0.824, pair=1.575, adv=2.827, sprd=0.004]
Ep 027/60 [S2:+mat]: 100%|██▉| 443/444 [01:23<00:00,  5.47it/s, loss=1.604, pair=4.180, adv=2.757, sprd=0.003]
Ep 027/60 [S2:+mat]: 100%|███| 444/444 [01:23<00:00,  5.90it/s, loss=1.604, pair=4.180, adv=2.757, sprd=0.003]
                                                                                                              
Epoch 027/60 [S2:+mat]  loss=1.9115  mat=0.1740  sens=6.0356  pair=5.4585  adv=1.9235(rand=3.37)  deg=0.0114  orth=0.0072  spread=0.0029  q_mean=52.8  q_std=21.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.24e-05  83s

Ep 028/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 028/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:07,  3.47it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:07,  3.47it/s, loss=1.435, pair=3.600, adv=2.899, sprd=0.002]
Ep 028/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:28,  5.00it/s, loss=1.435, pair=3.600, adv=2.899, sprd=0.002]
Ep 028/60 [S2:+mat]:   0%|    | 2/444 [00:00<01:28,  5.00it/s, loss=5.941, pair=18.703, adv=2.604, sprd=0.002]
Ep 028/60 [S2:+mat]:   1%|    | 3/444 [00:00<01:27,  5.04it/s, loss=5.941, pair=18.703, adv=2.604, sprd=0.002]
Ep 028/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:27,  5.04it/s, loss=0.897, pair=1.865, adv=2.772, sprd=0.002]
Ep 028/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:17,  5.71it/s, loss=0.897, pair=1.865, adv=2.772, sprd=0.002]
Ep 028/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:17,  5.71it/s, loss=2.704, pair=7.824, adv=2.904, sprd=0.003]
Ep 028/60 [S2:+mat]:   1%|     | 5/444 [00:00<01:21,  5.40it/s, loss=2.704, pair=7.824, adv=2.904, sprd=0.003]
Ep 028/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:21,  5.40it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:13,  5.92it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:13,  5.92it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:17,  5.63it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:17,  5.63it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:11,  6.10it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:11,  6.10it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:14,  5.86it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:14,  5.86it/s, loss=3.631, pair=10.984, adv=2.694, sprd=0.003]
Ep 028/60 [S2:+mat]:   2%|   | 10/444 [00:01<01:09,  6.25it/s, loss=3.631, pair=10.984, adv=2.694, sprd=0.003]
Ep 028/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:09,  6.25it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   2%|    | 11/444 [00:01<01:13,  5.91it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   2%|   | 11/444 [00:02<01:13,  5.91it/s, loss=4.839, pair=14.984, adv=2.728, sprd=0.003]
Ep 028/60 [S2:+mat]:   3%|   | 12/444 [00:02<01:08,  6.28it/s, loss=4.839, pair=14.984, adv=2.728, sprd=0.003]
Ep 028/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:08,  6.28it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.81it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:14,  5.81it/s, loss=1.965, pair=5.426, adv=2.832, sprd=0.002]
Ep 028/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:09,  6.17it/s, loss=1.965, pair=5.426, adv=2.832, sprd=0.002]
Ep 028/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:09,  6.17it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:12,  5.91it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:12,  5.91it/s, loss=0.790, pair=1.504, adv=2.733, sprd=0.002]
Ep 028/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:08,  6.26it/s, loss=0.790, pair=1.504, adv=2.733, sprd=0.002]
Ep 028/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:08,  6.26it/s, loss=1.739, pair=4.023, adv=2.831, sprd=0.002]
Ep 028/60 [S2:+mat]:   4%|▏   | 17/444 [00:02<01:13,  5.77it/s, loss=1.739, pair=4.023, adv=2.831, sprd=0.002]
Ep 028/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:13,  5.77it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:08,  6.17it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:08,  6.17it/s, loss=0.437, pair=0.325, adv=2.747, sprd=0.003]
Ep 028/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.79it/s, loss=0.437, pair=0.325, adv=2.747, sprd=0.003]
Ep 028/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.79it/s, loss=0.511, pair=0.606, adv=2.706, sprd=0.003]
Ep 028/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.18it/s, loss=0.511, pair=0.606, adv=2.706, sprd=0.003]
Ep 028/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.18it/s, loss=2.595, pair=7.324, adv=2.685, sprd=0.002]
Ep 028/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.83it/s, loss=2.595, pair=7.324, adv=2.685, sprd=0.002]
Ep 028/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.83it/s, loss=2.503, pair=7.188, adv=2.766, sprd=0.003]
Ep 028/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.19it/s, loss=2.503, pair=7.188, adv=2.766, sprd=0.003]
Ep 028/60 [S2:+mat]:   5%|▏  | 22/444 [00:03<01:08,  6.19it/s, loss=5.127, pair=15.984, adv=2.582, sprd=0.002]
Ep 028/60 [S2:+mat]:   5%|▏  | 23/444 [00:03<01:12,  5.82it/s, loss=5.127, pair=15.984, adv=2.582, sprd=0.002]
Ep 028/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:12,  5.82it/s, loss=1.660, pair=4.438, adv=2.694, sprd=0.002]
Ep 028/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:07,  6.19it/s, loss=1.660, pair=4.438, adv=2.694, sprd=0.002]
Ep 028/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:07,  6.19it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:13,  5.73it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:13,  5.73it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:08,  6.12it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:08,  6.12it/s, loss=2.318, pair=6.574, adv=2.786, sprd=0.003]
Ep 028/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:12,  5.77it/s, loss=2.318, pair=6.574, adv=2.786, sprd=0.003]
Ep 028/60 [S2:+mat]:   6%|▏  | 27/444 [00:04<01:12,  5.77it/s, loss=3.749, pair=11.359, adv=2.772, sprd=0.002]
Ep 028/60 [S2:+mat]:   6%|▏  | 28/444 [00:04<01:07,  6.14it/s, loss=3.749, pair=11.359, adv=2.772, sprd=0.002]
Ep 028/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:07,  6.14it/s, loss=2.424, pair=6.949, adv=2.689, sprd=0.003]
Ep 028/60 [S2:+mat]:   7%|▎   | 29/444 [00:04<01:13,  5.65it/s, loss=2.424, pair=6.949, adv=2.689, sprd=0.003]
Ep 028/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:13,  5.65it/s, loss=2.820, pair=8.273, adv=2.705, sprd=0.003]
Ep 028/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.06it/s, loss=2.820, pair=8.273, adv=2.705, sprd=0.003]
Ep 028/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.06it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:12,  5.73it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:12,  5.73it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.15it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.15it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:10,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:10,  5.81it/s, loss=0.378, pair=0.137, adv=2.701, sprd=0.004]
Ep 028/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:06,  6.18it/s, loss=0.378, pair=0.137, adv=2.701, sprd=0.004]
Ep 028/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:06,  6.18it/s, loss=1.423, pair=3.543, adv=2.834, sprd=0.004]
Ep 028/60 [S2:+mat]:   8%|▎   | 35/444 [00:05<01:09,  5.85it/s, loss=1.423, pair=3.543, adv=2.834, sprd=0.004]
Ep 028/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:09,  5.85it/s, loss=0.352, pair=0.000, adv=2.866, sprd=0.003]
Ep 028/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.20it/s, loss=0.352, pair=0.000, adv=2.866, sprd=0.003]
Ep 028/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.20it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:12,  5.64it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:12,  5.64it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:07,  6.02it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:07,  6.02it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:10,  5.71it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:10,  5.71it/s, loss=0.517, pair=0.638, adv=2.649, sprd=0.002]
Ep 028/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:06,  6.11it/s, loss=0.517, pair=0.638, adv=2.649, sprd=0.002]
Ep 028/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:06,  6.11it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   9%|▎   | 41/444 [00:06<01:09,  5.79it/s, loss=0.132, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:   9%|▎  | 41/444 [00:07<01:09,  5.79it/s, loss=3.352, pair=10.047, adv=2.727, sprd=0.002]
Ep 028/60 [S2:+mat]:   9%|▎  | 42/444 [00:07<01:04,  6.19it/s, loss=3.352, pair=10.047, adv=2.727, sprd=0.002]
Ep 028/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.19it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:10,  5.70it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:10,  5.70it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:05,  6.13it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:05,  6.13it/s, loss=5.216, pair=16.297, adv=2.621, sprd=0.003]
Ep 028/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:10,  5.70it/s, loss=5.216, pair=16.297, adv=2.621, sprd=0.003]
Ep 028/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:10,  5.70it/s, loss=0.548, pair=0.709, adv=2.685, sprd=0.002]
Ep 028/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:05,  6.10it/s, loss=0.548, pair=0.709, adv=2.685, sprd=0.002]
Ep 028/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:05,  6.10it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:08,  5.77it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:08,  5.77it/s, loss=3.282, pair=9.828, adv=2.744, sprd=0.002]
Ep 028/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.15it/s, loss=3.282, pair=9.828, adv=2.744, sprd=0.002]
Ep 028/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.15it/s, loss=2.825, pair=8.297, adv=2.689, sprd=0.002]
Ep 028/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:06,  5.93it/s, loss=2.825, pair=8.297, adv=2.689, sprd=0.002]
Ep 028/60 [S2:+mat]:  11%|▎  | 49/444 [00:08<01:06,  5.93it/s, loss=3.794, pair=11.609, adv=2.563, sprd=0.002]
Ep 028/60 [S2:+mat]:  11%|▎  | 50/444 [00:08<01:02,  6.29it/s, loss=3.794, pair=11.609, adv=2.563, sprd=0.002]
Ep 028/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:02,  6.29it/s, loss=3.127, pair=9.281, adv=2.732, sprd=0.004]
Ep 028/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:06,  5.93it/s, loss=3.127, pair=9.281, adv=2.732, sprd=0.004]
Ep 028/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:06,  5.93it/s, loss=0.388, pair=0.137, adv=2.791, sprd=0.003]
Ep 028/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:02,  6.29it/s, loss=0.388, pair=0.137, adv=2.791, sprd=0.003]
Ep 028/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:02,  6.29it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  12%|▍   | 53/444 [00:08<01:07,  5.83it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:07,  5.83it/s, loss=2.234, pair=6.312, adv=2.752, sprd=0.003]
Ep 028/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:02,  6.22it/s, loss=2.234, pair=6.312, adv=2.752, sprd=0.003]
Ep 028/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:02,  6.22it/s, loss=0.621, pair=0.958, adv=2.690, sprd=0.002]
Ep 028/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:06,  5.89it/s, loss=0.621, pair=0.958, adv=2.690, sprd=0.002]
Ep 028/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:06,  5.89it/s, loss=1.140, pair=2.699, adv=2.661, sprd=0.003]
Ep 028/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:01,  6.27it/s, loss=1.140, pair=2.699, adv=2.661, sprd=0.003]
Ep 028/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:01,  6.27it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:04,  6.01it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:04,  6.01it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:00,  6.36it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:00,  6.36it/s, loss=0.369, pair=0.075, adv=2.763, sprd=0.005]
Ep 028/60 [S2:+mat]:  13%|▌   | 59/444 [00:09<01:06,  5.82it/s, loss=0.369, pair=0.075, adv=2.763, sprd=0.005]
Ep 028/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:06,  5.82it/s, loss=1.057, pair=2.480, adv=2.464, sprd=0.003]
Ep 028/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.11it/s, loss=1.057, pair=2.480, adv=2.464, sprd=0.003]
Ep 028/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:02,  6.11it/s, loss=0.471, pair=0.231, adv=2.685, sprd=0.004]
Ep 028/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:09,  5.53it/s, loss=0.471, pair=0.231, adv=2.685, sprd=0.004]
Ep 028/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:09,  5.53it/s, loss=1.458, pair=3.762, adv=2.680, sprd=0.003]
Ep 028/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:03,  5.97it/s, loss=1.458, pair=3.762, adv=2.680, sprd=0.003]
Ep 028/60 [S2:+mat]:  14%|▍  | 62/444 [00:10<01:03,  5.97it/s, loss=4.779, pair=14.797, adv=2.657, sprd=0.006]
Ep 028/60 [S2:+mat]:  14%|▍  | 63/444 [00:10<01:08,  5.54it/s, loss=4.779, pair=14.797, adv=2.657, sprd=0.006]
Ep 028/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:08,  5.54it/s, loss=0.478, pair=0.513, adv=2.636, sprd=0.002]
Ep 028/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:03,  5.94it/s, loss=0.478, pair=0.513, adv=2.636, sprd=0.002]
Ep 028/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:03,  5.94it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:06,  5.71it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:06,  5.71it/s, loss=1.725, pair=4.637, adv=2.750, sprd=0.003]
Ep 028/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:01,  6.12it/s, loss=1.725, pair=4.637, adv=2.750, sprd=0.003]
Ep 028/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:01,  6.12it/s, loss=2.861, pair=8.227, adv=2.616, sprd=0.004]
Ep 028/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:05,  5.77it/s, loss=2.861, pair=8.227, adv=2.616, sprd=0.004]
Ep 028/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:05,  5.77it/s, loss=2.818, pair=8.266, adv=2.757, sprd=0.004]
Ep 028/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:01,  6.16it/s, loss=2.818, pair=8.266, adv=2.757, sprd=0.004]
Ep 028/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:01,  6.16it/s, loss=0.470, pair=0.466, adv=2.645, sprd=0.002]
Ep 028/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:05,  5.69it/s, loss=0.470, pair=0.466, adv=2.645, sprd=0.002]
Ep 028/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:05,  5.69it/s, loss=2.567, pair=7.480, adv=2.585, sprd=0.002]
Ep 028/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<01:01,  6.09it/s, loss=2.567, pair=7.480, adv=2.585, sprd=0.002]
Ep 028/60 [S2:+mat]:  16%|▍  | 70/444 [00:12<01:01,  6.09it/s, loss=5.406, pair=16.859, adv=2.814, sprd=0.003]
Ep 028/60 [S2:+mat]:  16%|▍  | 71/444 [00:12<01:04,  5.80it/s, loss=5.406, pair=16.859, adv=2.814, sprd=0.003]
Ep 028/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:04,  5.80it/s, loss=0.337, pair=0.045, adv=2.615, sprd=0.003]
Ep 028/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:01,  6.09it/s, loss=0.337, pair=0.045, adv=2.615, sprd=0.003]
Ep 028/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:01,  6.09it/s, loss=0.320, pair=0.000, adv=2.449, sprd=0.003]
Ep 028/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:03,  5.84it/s, loss=0.320, pair=0.000, adv=2.449, sprd=0.003]
Ep 028/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:03,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<00:59,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<00:59,  6.24it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:03,  5.85it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:03,  5.85it/s, loss=0.392, pair=0.200, adv=2.653, sprd=0.004]
Ep 028/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<00:59,  6.22it/s, loss=0.392, pair=0.200, adv=2.653, sprd=0.004]
Ep 028/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<00:59,  6.22it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:03,  5.78it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:03,  5.78it/s, loss=0.698, pair=1.231, adv=2.673, sprd=0.003]
Ep 028/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:59,  6.16it/s, loss=0.698, pair=1.231, adv=2.673, sprd=0.003]
Ep 028/60 [S2:+mat]:  18%|▎ | 78/444 [00:13<00:59,  6.16it/s, loss=12.554, pair=40.688, adv=2.784, sprd=0.004]
Ep 028/60 [S2:+mat]:  18%|▎ | 79/444 [00:13<01:04,  5.70it/s, loss=12.554, pair=40.688, adv=2.784, sprd=0.004]
Ep 028/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:04,  5.70it/s, loss=2.419, pair=6.961, adv=2.660, sprd=0.004]
Ep 028/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:59,  6.10it/s, loss=2.419, pair=6.961, adv=2.660, sprd=0.004]
Ep 028/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:59,  6.10it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:04,  5.62it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  18%|▌  | 81/444 [00:13<01:04,  5.62it/s, loss=7.767, pair=24.734, adv=2.823, sprd=0.002]
Ep 028/60 [S2:+mat]:  18%|▌  | 82/444 [00:13<01:00,  5.98it/s, loss=7.767, pair=24.734, adv=2.823, sprd=0.002]
Ep 028/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<01:00,  5.98it/s, loss=0.335, pair=0.000, adv=2.686, sprd=0.002]
Ep 028/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:05,  5.53it/s, loss=0.335, pair=0.000, adv=2.686, sprd=0.002]
Ep 028/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:05,  5.53it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<01:01,  5.90it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<01:01,  5.90it/s, loss=2.774, pair=8.109, adv=2.751, sprd=0.004]
Ep 028/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:06,  5.40it/s, loss=2.774, pair=8.109, adv=2.751, sprd=0.004]
Ep 028/60 [S2:+mat]:  19%|▌  | 85/444 [00:14<01:06,  5.40it/s, loss=3.649, pair=11.047, adv=2.766, sprd=0.002]
Ep 028/60 [S2:+mat]:  19%|▌  | 86/444 [00:14<01:03,  5.68it/s, loss=3.649, pair=11.047, adv=2.766, sprd=0.002]
Ep 028/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<01:03,  5.68it/s, loss=1.230, pair=3.012, adv=2.639, sprd=0.003]
Ep 028/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:05,  5.41it/s, loss=1.230, pair=3.012, adv=2.639, sprd=0.003]
Ep 028/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:05,  5.41it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<01:01,  5.82it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<01:01,  5.82it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:05,  5.46it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:05,  5.46it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<01:02,  5.71it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<01:02,  5.71it/s, loss=2.131, pair=5.668, adv=2.939, sprd=0.003]
Ep 028/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<01:06,  5.30it/s, loss=2.131, pair=5.668, adv=2.939, sprd=0.003]
Ep 028/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<01:06,  5.30it/s, loss=0.379, pair=0.169, adv=2.682, sprd=0.002]
Ep 028/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<01:02,  5.63it/s, loss=0.379, pair=0.169, adv=2.682, sprd=0.002]
Ep 028/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<01:02,  5.63it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<01:06,  5.26it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  21%|▊   | 93/444 [00:16<01:06,  5.26it/s, loss=0.455, pair=0.356, adv=2.897, sprd=0.003]
Ep 028/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<01:01,  5.70it/s, loss=0.455, pair=0.356, adv=2.897, sprd=0.003]
Ep 028/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<01:01,  5.70it/s, loss=1.137, pair=2.639, adv=2.799, sprd=0.002]
Ep 028/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<01:03,  5.49it/s, loss=1.137, pair=2.639, adv=2.799, sprd=0.002]
Ep 028/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<01:03,  5.49it/s, loss=0.335, pair=0.000, adv=2.763, sprd=0.002]
Ep 028/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<01:00,  5.78it/s, loss=0.335, pair=0.000, adv=2.763, sprd=0.002]
Ep 028/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<01:00,  5.78it/s, loss=1.154, pair=2.777, adv=2.618, sprd=0.002]
Ep 028/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:03,  5.46it/s, loss=1.154, pair=2.777, adv=2.618, sprd=0.002]
Ep 028/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:03,  5.46it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<01:00,  5.74it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<01:00,  5.74it/s, loss=0.408, pair=0.262, adv=2.656, sprd=0.002]
Ep 028/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<01:04,  5.32it/s, loss=0.408, pair=0.262, adv=2.656, sprd=0.002]
Ep 028/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<01:04,  5.32it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:59,  5.78it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  23%|▍ | 100/444 [00:17<00:59,  5.78it/s, loss=6.578, pair=20.734, adv=2.828, sprd=0.002]
Ep 028/60 [S2:+mat]:  23%|▍ | 101/444 [00:17<01:01,  5.59it/s, loss=6.578, pair=20.734, adv=2.828, sprd=0.002]
Ep 028/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<01:01,  5.59it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:57,  5.97it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:57,  5.97it/s, loss=0.354, pair=0.059, adv=2.671, sprd=0.003]
Ep 028/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<01:00,  5.66it/s, loss=0.354, pair=0.059, adv=2.671, sprd=0.003]
Ep 028/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<01:00,  5.66it/s, loss=0.341, pair=0.054, adv=2.657, sprd=0.003]
Ep 028/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:55,  6.08it/s, loss=0.341, pair=0.054, adv=2.657, sprd=0.003]
Ep 028/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:55,  6.08it/s, loss=0.529, pair=0.608, adv=2.810, sprd=0.002]
Ep 028/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:58,  5.77it/s, loss=0.529, pair=0.608, adv=2.810, sprd=0.002]
Ep 028/60 [S2:+mat]:  24%|▍ | 105/444 [00:18<00:58,  5.77it/s, loss=8.348, pair=26.672, adv=2.876, sprd=0.003]
Ep 028/60 [S2:+mat]:  24%|▍ | 106/444 [00:18<00:55,  6.13it/s, loss=8.348, pair=26.672, adv=2.876, sprd=0.003]
Ep 028/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:55,  6.13it/s, loss=0.394, pair=0.208, adv=2.660, sprd=0.002]
Ep 028/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:58,  5.80it/s, loss=0.394, pair=0.208, adv=2.660, sprd=0.002]
Ep 028/60 [S2:+mat]:  24%|▍ | 107/444 [00:18<00:58,  5.80it/s, loss=3.489, pair=10.562, adv=2.581, sprd=0.002]
Ep 028/60 [S2:+mat]:  24%|▍ | 108/444 [00:18<00:55,  6.11it/s, loss=3.489, pair=10.562, adv=2.581, sprd=0.002]
Ep 028/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:55,  6.11it/s, loss=0.420, pair=0.330, adv=2.528, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.89it/s, loss=0.420, pair=0.330, adv=2.528, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.89it/s, loss=2.209, pair=6.289, adv=2.647, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.25it/s, loss=2.209, pair=6.289, adv=2.647, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:55,  5.97it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<00:55,  5.97it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:52,  6.34it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:52,  6.34it/s, loss=1.765, pair=4.758, adv=2.691, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:55,  5.97it/s, loss=1.765, pair=4.758, adv=2.691, sprd=0.002]
Ep 028/60 [S2:+mat]:  25%|▌ | 113/444 [00:19<00:55,  5.97it/s, loss=6.817, pair=21.609, adv=2.809, sprd=0.002]
Ep 028/60 [S2:+mat]:  26%|▌ | 114/444 [00:19<00:52,  6.30it/s, loss=6.817, pair=21.609, adv=2.809, sprd=0.002]
Ep 028/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.30it/s, loss=0.412, pair=0.200, adv=2.841, sprd=0.003]
Ep 028/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:57,  5.72it/s, loss=0.412, pair=0.200, adv=2.841, sprd=0.003]
Ep 028/60 [S2:+mat]:  26%|▌ | 115/444 [00:19<00:57,  5.72it/s, loss=7.313, pair=23.234, adv=2.857, sprd=0.002]
Ep 028/60 [S2:+mat]:  26%|▌ | 116/444 [00:19<00:54,  6.06it/s, loss=7.313, pair=23.234, adv=2.857, sprd=0.002]
Ep 028/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:54,  6.06it/s, loss=2.601, pair=7.523, adv=2.787, sprd=0.003]
Ep 028/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:59,  5.53it/s, loss=2.601, pair=7.523, adv=2.787, sprd=0.003]
Ep 028/60 [S2:+mat]:  26%|▊  | 117/444 [00:20<00:59,  5.53it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:54,  5.96it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:54,  5.96it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:59,  5.49it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:59,  5.49it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:55,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:55,  5.86it/s, loss=0.502, pair=0.600, adv=2.588, sprd=0.002]
Ep 028/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:58,  5.52it/s, loss=0.502, pair=0.600, adv=2.588, sprd=0.002]
Ep 028/60 [S2:+mat]:  27%|▌ | 121/444 [00:20<00:58,  5.52it/s, loss=9.365, pair=30.016, adv=3.025, sprd=0.003]
Ep 028/60 [S2:+mat]:  27%|▌ | 122/444 [00:20<00:55,  5.80it/s, loss=9.365, pair=30.016, adv=3.025, sprd=0.003]
Ep 028/60 [S2:+mat]:  27%|▊  | 122/444 [00:21<00:55,  5.80it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:56,  5.66it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:56,  5.66it/s, loss=0.362, pair=0.075, adv=2.776, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:53,  5.98it/s, loss=0.362, pair=0.075, adv=2.776, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▌ | 124/444 [00:21<00:53,  5.98it/s, loss=6.150, pair=19.422, adv=2.506, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▌ | 125/444 [00:21<00:55,  5.71it/s, loss=6.150, pair=19.422, adv=2.506, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:55,  5.71it/s, loss=3.072, pair=9.133, adv=2.666, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:53,  5.98it/s, loss=3.072, pair=9.133, adv=2.666, sprd=0.002]
Ep 028/60 [S2:+mat]:  28%|▌ | 126/444 [00:21<00:53,  5.98it/s, loss=5.265, pair=16.219, adv=2.642, sprd=0.002]
Ep 028/60 [S2:+mat]:  29%|▌ | 127/444 [00:21<00:55,  5.73it/s, loss=5.265, pair=16.219, adv=2.642, sprd=0.002]
Ep 028/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:55,  5.73it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:51,  6.12it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  29%|▊  | 128/444 [00:22<00:51,  6.12it/s, loss=0.346, pair=0.044, adv=2.712, sprd=0.003]
Ep 028/60 [S2:+mat]:  29%|▊  | 129/444 [00:22<00:55,  5.66it/s, loss=0.346, pair=0.044, adv=2.712, sprd=0.003]
Ep 028/60 [S2:+mat]:  29%|▊  | 129/444 [00:22<00:55,  5.66it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:52,  6.00it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:52,  6.00it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:54,  5.72it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:54,  5.72it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:51,  6.12it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:51,  6.12it/s, loss=2.923, pair=8.578, adv=2.903, sprd=0.003]
Ep 028/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:54,  5.71it/s, loss=2.923, pair=8.578, adv=2.903, sprd=0.003]
Ep 028/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:54,  5.71it/s, loss=1.760, pair=4.762, adv=2.833, sprd=0.003]
Ep 028/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:51,  5.98it/s, loss=1.760, pair=4.762, adv=2.833, sprd=0.003]
Ep 028/60 [S2:+mat]:  30%|▌ | 134/444 [00:23<00:51,  5.98it/s, loss=6.182, pair=19.578, adv=2.480, sprd=0.004]
Ep 028/60 [S2:+mat]:  30%|▌ | 135/444 [00:23<00:56,  5.44it/s, loss=6.182, pair=19.578, adv=2.480, sprd=0.004]
Ep 028/60 [S2:+mat]:  30%|▌ | 135/444 [00:23<00:56,  5.44it/s, loss=6.114, pair=19.281, adv=2.637, sprd=0.003]
Ep 028/60 [S2:+mat]:  31%|▌ | 136/444 [00:23<00:52,  5.89it/s, loss=6.114, pair=19.281, adv=2.637, sprd=0.003]
Ep 028/60 [S2:+mat]:  31%|▉  | 136/444 [00:23<00:52,  5.89it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.71it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.71it/s, loss=0.691, pair=1.263, adv=2.520, sprd=0.002]
Ep 028/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:50,  6.09it/s, loss=0.691, pair=1.263, adv=2.520, sprd=0.002]
Ep 028/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:50,  6.09it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:54,  5.56it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:54,  5.56it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:50,  6.01it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 140/444 [00:24<00:50,  6.01it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 141/444 [00:24<00:52,  5.74it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 141/444 [00:24<00:52,  5.74it/s, loss=1.546, pair=4.105, adv=2.547, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:49,  6.05it/s, loss=1.546, pair=4.105, adv=2.547, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:49,  6.05it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.88it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.88it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.23it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.23it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:53,  5.57it/s, loss=0.163, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:53,  5.57it/s, loss=0.432, pair=0.325, adv=2.684, sprd=0.002]
Ep 028/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:50,  5.90it/s, loss=0.432, pair=0.325, adv=2.684, sprd=0.002]
Ep 028/60 [S2:+mat]:  33%|▉  | 146/444 [00:25<00:50,  5.90it/s, loss=0.404, pair=0.209, adv=2.734, sprd=0.003]
Ep 028/60 [S2:+mat]:  33%|▉  | 147/444 [00:25<00:52,  5.62it/s, loss=0.404, pair=0.209, adv=2.734, sprd=0.003]
Ep 028/60 [S2:+mat]:  33%|▉  | 147/444 [00:25<00:52,  5.62it/s, loss=2.205, pair=6.246, adv=2.730, sprd=0.003]
Ep 028/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:50,  5.82it/s, loss=2.205, pair=6.246, adv=2.730, sprd=0.003]
Ep 028/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:50,  5.82it/s, loss=0.319, pair=0.006, adv=2.553, sprd=0.002]
Ep 028/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:56,  5.26it/s, loss=0.319, pair=0.006, adv=2.553, sprd=0.002]
Ep 028/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:56,  5.26it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:53,  5.54it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:53,  5.54it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:57,  5.07it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  34%|▋ | 151/444 [00:26<00:57,  5.07it/s, loss=8.366, pair=26.766, adv=2.714, sprd=0.003]
Ep 028/60 [S2:+mat]:  34%|▋ | 152/444 [00:26<00:53,  5.41it/s, loss=8.366, pair=26.766, adv=2.714, sprd=0.003]
Ep 028/60 [S2:+mat]:  34%|█  | 152/444 [00:26<00:53,  5.41it/s, loss=0.441, pair=0.403, adv=2.498, sprd=0.003]
Ep 028/60 [S2:+mat]:  34%|█  | 153/444 [00:26<00:57,  5.06it/s, loss=0.441, pair=0.403, adv=2.498, sprd=0.003]
Ep 028/60 [S2:+mat]:  34%|█  | 153/444 [00:26<00:57,  5.06it/s, loss=0.658, pair=1.091, adv=2.692, sprd=0.002]
Ep 028/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:52,  5.48it/s, loss=0.658, pair=1.091, adv=2.692, sprd=0.002]
Ep 028/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:52,  5.48it/s, loss=0.616, pair=0.981, adv=2.540, sprd=0.003]
Ep 028/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:58,  4.98it/s, loss=0.616, pair=0.981, adv=2.540, sprd=0.003]
Ep 028/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:58,  4.98it/s, loss=0.481, pair=0.481, adv=2.664, sprd=0.004]
Ep 028/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:54,  5.28it/s, loss=0.481, pair=0.481, adv=2.664, sprd=0.004]
Ep 028/60 [S2:+mat]:  35%|█  | 156/444 [00:27<00:54,  5.28it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  35%|█  | 157/444 [00:27<00:57,  5.00it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  35%|█  | 157/444 [00:27<00:57,  5.00it/s, loss=0.335, pair=0.000, adv=2.810, sprd=0.002]
Ep 028/60 [S2:+mat]:  36%|█  | 158/444 [00:27<00:53,  5.39it/s, loss=0.335, pair=0.000, adv=2.810, sprd=0.002]
Ep 028/60 [S2:+mat]:  36%|█  | 158/444 [00:27<00:53,  5.39it/s, loss=0.849, pair=1.388, adv=2.643, sprd=0.002]
Ep 028/60 [S2:+mat]:  36%|█  | 159/444 [00:27<00:52,  5.38it/s, loss=0.849, pair=1.388, adv=2.643, sprd=0.002]
Ep 028/60 [S2:+mat]:  36%|█  | 159/444 [00:27<00:52,  5.38it/s, loss=0.414, pair=0.325, adv=2.462, sprd=0.003]
Ep 028/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:48,  5.81it/s, loss=0.414, pair=0.325, adv=2.462, sprd=0.003]
Ep 028/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:48,  5.81it/s, loss=0.394, pair=0.185, adv=2.797, sprd=0.003]
Ep 028/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:51,  5.44it/s, loss=0.394, pair=0.185, adv=2.797, sprd=0.003]
Ep 028/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:51,  5.44it/s, loss=3.278, pair=9.781, adv=2.853, sprd=0.002]
Ep 028/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:47,  5.88it/s, loss=3.278, pair=9.781, adv=2.853, sprd=0.002]
Ep 028/60 [S2:+mat]:  36%|▋ | 162/444 [00:28<00:47,  5.88it/s, loss=5.600, pair=17.672, adv=2.339, sprd=0.002]
Ep 028/60 [S2:+mat]:  37%|▋ | 163/444 [00:28<00:51,  5.48it/s, loss=5.600, pair=17.672, adv=2.339, sprd=0.002]
Ep 028/60 [S2:+mat]:  37%|█  | 163/444 [00:28<00:51,  5.48it/s, loss=1.586, pair=4.250, adv=2.511, sprd=0.002]
Ep 028/60 [S2:+mat]:  37%|█  | 164/444 [00:28<00:48,  5.73it/s, loss=1.586, pair=4.250, adv=2.511, sprd=0.002]
Ep 028/60 [S2:+mat]:  37%|█  | 164/444 [00:28<00:48,  5.73it/s, loss=0.472, pair=0.450, adv=2.751, sprd=0.003]
Ep 028/60 [S2:+mat]:  37%|█  | 165/444 [00:28<00:51,  5.41it/s, loss=0.472, pair=0.450, adv=2.751, sprd=0.003]
Ep 028/60 [S2:+mat]:  37%|▋ | 165/444 [00:28<00:51,  5.41it/s, loss=3.454, pair=10.359, adv=2.760, sprd=0.004]
Ep 028/60 [S2:+mat]:  37%|▋ | 166/444 [00:28<00:48,  5.70it/s, loss=3.454, pair=10.359, adv=2.760, sprd=0.004]
Ep 028/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:48,  5.70it/s, loss=0.403, pair=0.231, adv=2.670, sprd=0.002]
Ep 028/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:50,  5.46it/s, loss=0.403, pair=0.231, adv=2.670, sprd=0.002]
Ep 028/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:50,  5.46it/s, loss=0.409, pair=0.309, adv=2.530, sprd=0.002]
Ep 028/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:48,  5.75it/s, loss=0.409, pair=0.309, adv=2.530, sprd=0.002]
Ep 028/60 [S2:+mat]:  38%|█▏ | 168/444 [00:29<00:48,  5.75it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  38%|█▏ | 169/444 [00:29<00:50,  5.44it/s, loss=0.179, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  38%|█▏ | 169/444 [00:29<00:50,  5.44it/s, loss=1.607, pair=4.137, adv=2.926, sprd=0.004]
Ep 028/60 [S2:+mat]:  38%|█▏ | 170/444 [00:29<00:47,  5.78it/s, loss=1.607, pair=4.137, adv=2.926, sprd=0.004]
Ep 028/60 [S2:+mat]:  38%|█▏ | 170/444 [00:29<00:47,  5.78it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|█▏ | 171/444 [00:29<00:50,  5.46it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|█▏ | 171/444 [00:29<00:50,  5.46it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:47,  5.73it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  39%|▊ | 172/444 [00:29<00:47,  5.73it/s, loss=5.308, pair=16.359, adv=2.677, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|▊ | 173/444 [00:29<00:49,  5.42it/s, loss=5.308, pair=16.359, adv=2.677, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|█▏ | 173/444 [00:30<00:49,  5.42it/s, loss=0.554, pair=0.778, adv=2.595, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|█▏ | 174/444 [00:30<00:46,  5.78it/s, loss=0.554, pair=0.778, adv=2.595, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|█▏ | 174/444 [00:30<00:46,  5.78it/s, loss=0.451, pair=0.325, adv=2.820, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|█▏ | 175/444 [00:30<00:50,  5.28it/s, loss=0.451, pair=0.325, adv=2.820, sprd=0.003]
Ep 028/60 [S2:+mat]:  39%|█▏ | 175/444 [00:30<00:50,  5.28it/s, loss=0.419, pair=0.262, adv=2.778, sprd=0.004]
Ep 028/60 [S2:+mat]:  40%|█▏ | 176/444 [00:30<00:47,  5.59it/s, loss=0.419, pair=0.262, adv=2.778, sprd=0.004]
Ep 028/60 [S2:+mat]:  40%|▊ | 176/444 [00:30<00:47,  5.59it/s, loss=5.008, pair=15.578, adv=2.578, sprd=0.002]
Ep 028/60 [S2:+mat]:  40%|▊ | 177/444 [00:30<00:50,  5.32it/s, loss=5.008, pair=15.578, adv=2.578, sprd=0.002]
Ep 028/60 [S2:+mat]:  40%|█▏ | 177/444 [00:30<00:50,  5.32it/s, loss=0.404, pair=0.208, adv=2.735, sprd=0.004]
Ep 028/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:47,  5.60it/s, loss=0.404, pair=0.208, adv=2.735, sprd=0.004]
Ep 028/60 [S2:+mat]:  40%|▊ | 178/444 [00:31<00:47,  5.60it/s, loss=3.631, pair=11.000, adv=2.730, sprd=0.002]
Ep 028/60 [S2:+mat]:  40%|▊ | 179/444 [00:31<00:49,  5.37it/s, loss=3.631, pair=11.000, adv=2.730, sprd=0.002]
Ep 028/60 [S2:+mat]:  40%|█▏ | 179/444 [00:31<00:49,  5.37it/s, loss=2.609, pair=7.574, adv=2.537, sprd=0.006]
Ep 028/60 [S2:+mat]:  41%|█▏ | 180/444 [00:31<00:45,  5.75it/s, loss=2.609, pair=7.574, adv=2.537, sprd=0.006]
Ep 028/60 [S2:+mat]:  41%|█▏ | 180/444 [00:31<00:45,  5.75it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  41%|█▏ | 181/444 [00:31<00:47,  5.57it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  41%|█▏ | 181/444 [00:31<00:47,  5.57it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  41%|█▏ | 182/444 [00:31<00:44,  5.85it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  41%|█▏ | 182/444 [00:31<00:44,  5.85it/s, loss=1.499, pair=3.941, adv=2.566, sprd=0.003]
Ep 028/60 [S2:+mat]:  41%|█▏ | 183/444 [00:31<00:48,  5.41it/s, loss=1.499, pair=3.941, adv=2.566, sprd=0.003]
Ep 028/60 [S2:+mat]:  41%|█▏ | 183/444 [00:31<00:48,  5.41it/s, loss=0.493, pair=0.528, adv=2.751, sprd=0.003]
Ep 028/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:44,  5.85it/s, loss=0.493, pair=0.528, adv=2.751, sprd=0.003]
Ep 028/60 [S2:+mat]:  41%|█▏ | 184/444 [00:32<00:44,  5.85it/s, loss=2.916, pair=8.367, adv=2.666, sprd=0.005]
Ep 028/60 [S2:+mat]:  42%|█▎ | 185/444 [00:32<00:46,  5.58it/s, loss=2.916, pair=8.367, adv=2.666, sprd=0.005]
Ep 028/60 [S2:+mat]:  42%|█▎ | 185/444 [00:32<00:46,  5.58it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  42%|█▎ | 186/444 [00:32<00:44,  5.83it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  42%|▊ | 186/444 [00:32<00:44,  5.83it/s, loss=4.454, pair=13.641, adv=2.835, sprd=0.005]
Ep 028/60 [S2:+mat]:  42%|▊ | 187/444 [00:32<00:46,  5.50it/s, loss=4.454, pair=13.641, adv=2.835, sprd=0.005]
Ep 028/60 [S2:+mat]:  42%|█▎ | 187/444 [00:32<00:46,  5.50it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  42%|█▎ | 188/444 [00:32<00:43,  5.93it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  42%|█▎ | 188/444 [00:32<00:43,  5.93it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  43%|█▎ | 189/444 [00:32<00:46,  5.54it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  43%|▍| 189/444 [00:32<00:46,  5.54it/s, loss=10.132, pair=32.688, adv=2.562, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|▍| 190/444 [00:32<00:43,  5.88it/s, loss=10.132, pair=32.688, adv=2.562, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|█▎ | 190/444 [00:33<00:43,  5.88it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|█▎ | 191/444 [00:33<00:44,  5.67it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|█▎ | 191/444 [00:33<00:44,  5.67it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|█▎ | 192/444 [00:33<00:41,  6.09it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|█▎ | 192/444 [00:33<00:41,  6.09it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|█▎ | 193/444 [00:33<00:43,  5.80it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  43%|█▎ | 193/444 [00:33<00:43,  5.80it/s, loss=0.410, pair=0.294, adv=2.558, sprd=0.003]
Ep 028/60 [S2:+mat]:  44%|█▎ | 194/444 [00:33<00:40,  6.13it/s, loss=0.410, pair=0.294, adv=2.558, sprd=0.003]
Ep 028/60 [S2:+mat]:  44%|█▎ | 194/444 [00:33<00:40,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  44%|█▎ | 195/444 [00:33<00:43,  5.73it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  44%|█▎ | 195/444 [00:33<00:43,  5.73it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:40,  6.10it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  44%|█▎ | 196/444 [00:34<00:40,  6.10it/s, loss=1.981, pair=5.512, adv=2.657, sprd=0.002]
Ep 028/60 [S2:+mat]:  44%|█▎ | 197/444 [00:34<00:43,  5.63it/s, loss=1.981, pair=5.512, adv=2.657, sprd=0.002]
Ep 028/60 [S2:+mat]:  44%|▉ | 197/444 [00:34<00:43,  5.63it/s, loss=3.589, pair=10.828, adv=2.735, sprd=0.003]
Ep 028/60 [S2:+mat]:  45%|▉ | 198/444 [00:34<00:40,  6.03it/s, loss=3.589, pair=10.828, adv=2.735, sprd=0.003]
Ep 028/60 [S2:+mat]:  45%|█▎ | 198/444 [00:34<00:40,  6.03it/s, loss=0.539, pair=0.731, adv=2.537, sprd=0.002]
Ep 028/60 [S2:+mat]:  45%|█▎ | 199/444 [00:34<00:42,  5.74it/s, loss=0.539, pair=0.731, adv=2.537, sprd=0.002]
Ep 028/60 [S2:+mat]:  45%|█▎ | 199/444 [00:34<00:42,  5.74it/s, loss=0.489, pair=0.575, adv=2.571, sprd=0.002]
Ep 028/60 [S2:+mat]:  45%|█▎ | 200/444 [00:34<00:39,  6.14it/s, loss=0.489, pair=0.575, adv=2.571, sprd=0.002]
Ep 028/60 [S2:+mat]:  45%|█▎ | 200/444 [00:34<00:39,  6.14it/s, loss=1.879, pair=5.043, adv=2.994, sprd=0.002]
Ep 028/60 [S2:+mat]:  45%|█▎ | 201/444 [00:34<00:41,  5.85it/s, loss=1.879, pair=5.043, adv=2.994, sprd=0.002]
Ep 028/60 [S2:+mat]:  45%|▉ | 201/444 [00:34<00:41,  5.85it/s, loss=4.053, pair=12.422, adv=2.620, sprd=0.004]
Ep 028/60 [S2:+mat]:  45%|▉ | 202/444 [00:34<00:38,  6.21it/s, loss=4.053, pair=12.422, adv=2.620, sprd=0.004]
Ep 028/60 [S2:+mat]:  45%|█▎ | 202/444 [00:35<00:38,  6.21it/s, loss=0.354, pair=0.000, adv=2.786, sprd=0.004]
Ep 028/60 [S2:+mat]:  46%|█▎ | 203/444 [00:35<00:40,  5.92it/s, loss=0.354, pair=0.000, adv=2.786, sprd=0.004]
Ep 028/60 [S2:+mat]:  46%|█▎ | 203/444 [00:35<00:40,  5.92it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  46%|█▍ | 204/444 [00:35<00:38,  6.16it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  46%|█▍ | 204/444 [00:35<00:38,  6.16it/s, loss=0.625, pair=0.763, adv=2.605, sprd=0.003]
Ep 028/60 [S2:+mat]:  46%|█▍ | 205/444 [00:35<00:42,  5.56it/s, loss=0.625, pair=0.763, adv=2.605, sprd=0.003]
Ep 028/60 [S2:+mat]:  46%|█▍ | 205/444 [00:35<00:42,  5.56it/s, loss=1.124, pair=2.730, adv=2.397, sprd=0.002]
Ep 028/60 [S2:+mat]:  46%|█▍ | 206/444 [00:35<00:39,  5.96it/s, loss=1.124, pair=2.730, adv=2.397, sprd=0.002]
Ep 028/60 [S2:+mat]:  46%|█▍ | 206/444 [00:35<00:39,  5.96it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  47%|█▍ | 207/444 [00:35<00:41,  5.65it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  47%|█▍ | 207/444 [00:35<00:41,  5.65it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:39,  5.94it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  47%|█▍ | 208/444 [00:36<00:39,  5.94it/s, loss=0.525, pair=0.614, adv=2.790, sprd=0.001]
Ep 028/60 [S2:+mat]:  47%|█▍ | 209/444 [00:36<00:41,  5.73it/s, loss=0.525, pair=0.614, adv=2.790, sprd=0.001]
Ep 028/60 [S2:+mat]:  47%|█▍ | 209/444 [00:36<00:41,  5.73it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  47%|█▍ | 210/444 [00:36<00:38,  6.09it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  47%|▉ | 210/444 [00:36<00:38,  6.09it/s, loss=4.510, pair=13.906, adv=2.782, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|▉ | 211/444 [00:36<00:40,  5.74it/s, loss=4.510, pair=13.906, adv=2.782, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|█▍ | 211/444 [00:36<00:40,  5.74it/s, loss=0.898, pair=1.934, adv=2.634, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|█▍ | 212/444 [00:36<00:37,  6.13it/s, loss=0.898, pair=1.934, adv=2.634, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|█▍ | 212/444 [00:36<00:37,  6.13it/s, loss=0.326, pair=0.000, adv=2.602, sprd=0.003]
Ep 028/60 [S2:+mat]:  48%|█▍ | 213/444 [00:36<00:39,  5.80it/s, loss=0.326, pair=0.000, adv=2.602, sprd=0.003]
Ep 028/60 [S2:+mat]:  48%|█▍ | 213/444 [00:36<00:39,  5.80it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:37,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|█▍ | 214/444 [00:37<00:37,  6.20it/s, loss=2.383, pair=6.777, adv=2.901, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|█▍ | 215/444 [00:37<00:38,  5.88it/s, loss=2.383, pair=6.777, adv=2.901, sprd=0.002]
Ep 028/60 [S2:+mat]:  48%|█▍ | 215/444 [00:37<00:38,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  49%|█▍ | 216/444 [00:37<00:36,  6.25it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  49%|█▍ | 216/444 [00:37<00:36,  6.25it/s, loss=1.257, pair=2.793, adv=2.742, sprd=0.003]
Ep 028/60 [S2:+mat]:  49%|█▍ | 217/444 [00:37<00:39,  5.76it/s, loss=1.257, pair=2.793, adv=2.742, sprd=0.003]
Ep 028/60 [S2:+mat]:  49%|█▍ | 217/444 [00:37<00:39,  5.76it/s, loss=0.343, pair=0.137, adv=2.468, sprd=0.002]
Ep 028/60 [S2:+mat]:  49%|█▍ | 218/444 [00:37<00:38,  5.88it/s, loss=0.343, pair=0.137, adv=2.468, sprd=0.002]
Ep 028/60 [S2:+mat]:  49%|█▍ | 218/444 [00:37<00:38,  5.88it/s, loss=0.347, pair=0.075, adv=2.645, sprd=0.002]
Ep 028/60 [S2:+mat]:  49%|█▍ | 219/444 [00:37<00:40,  5.59it/s, loss=0.347, pair=0.075, adv=2.645, sprd=0.002]
Ep 028/60 [S2:+mat]:  49%|█▍ | 219/444 [00:37<00:40,  5.59it/s, loss=0.339, pair=0.000, adv=2.758, sprd=0.002]
Ep 028/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:37,  5.99it/s, loss=0.339, pair=0.000, adv=2.758, sprd=0.002]
Ep 028/60 [S2:+mat]:  50%|█▍ | 220/444 [00:38<00:37,  5.99it/s, loss=0.338, pair=0.008, adv=2.638, sprd=0.004]
Ep 028/60 [S2:+mat]:  50%|█▍ | 221/444 [00:38<00:39,  5.61it/s, loss=0.338, pair=0.008, adv=2.638, sprd=0.004]
Ep 028/60 [S2:+mat]:  50%|█▍ | 221/444 [00:38<00:39,  5.61it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  50%|█▌ | 222/444 [00:38<00:36,  6.03it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  50%|█▌ | 222/444 [00:38<00:36,  6.03it/s, loss=0.516, pair=0.630, adv=2.604, sprd=0.002]
Ep 028/60 [S2:+mat]:  50%|█▌ | 223/444 [00:38<00:39,  5.63it/s, loss=0.516, pair=0.630, adv=2.604, sprd=0.002]
Ep 028/60 [S2:+mat]:  50%|█▌ | 223/444 [00:38<00:39,  5.63it/s, loss=0.499, pair=0.522, adv=2.795, sprd=0.003]
Ep 028/60 [S2:+mat]:  50%|█▌ | 224/444 [00:38<00:36,  6.03it/s, loss=0.499, pair=0.522, adv=2.795, sprd=0.003]
Ep 028/60 [S2:+mat]:  50%|█▌ | 224/444 [00:38<00:36,  6.03it/s, loss=1.024, pair=2.271, adv=2.710, sprd=0.003]
Ep 028/60 [S2:+mat]:  51%|█▌ | 225/444 [00:38<00:38,  5.72it/s, loss=1.024, pair=2.271, adv=2.710, sprd=0.003]
Ep 028/60 [S2:+mat]:  51%|█▌ | 225/444 [00:39<00:38,  5.72it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  51%|█▌ | 226/444 [00:39<00:36,  5.92it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  51%|█▌ | 226/444 [00:39<00:36,  5.92it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  51%|█▌ | 227/444 [00:39<00:41,  5.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  51%|█▌ | 227/444 [00:39<00:41,  5.24it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  51%|█▌ | 228/444 [00:39<00:39,  5.52it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  51%|█▌ | 228/444 [00:39<00:39,  5.52it/s, loss=0.382, pair=0.184, adv=2.645, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█▌ | 229/444 [00:39<00:41,  5.17it/s, loss=0.382, pair=0.184, adv=2.645, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█▌ | 229/444 [00:39<00:41,  5.17it/s, loss=2.362, pair=6.824, adv=2.506, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█▌ | 230/444 [00:39<00:38,  5.59it/s, loss=2.362, pair=6.824, adv=2.506, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█ | 230/444 [00:39<00:38,  5.59it/s, loss=3.569, pair=10.812, adv=2.606, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█ | 231/444 [00:39<00:39,  5.43it/s, loss=3.569, pair=10.812, adv=2.606, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█ | 231/444 [00:40<00:39,  5.43it/s, loss=4.548, pair=14.109, adv=2.569, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█ | 232/444 [00:40<00:37,  5.71it/s, loss=4.548, pair=14.109, adv=2.569, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█▌ | 232/444 [00:40<00:37,  5.71it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█▌ | 233/444 [00:40<00:40,  5.20it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  52%|█ | 233/444 [00:40<00:40,  5.20it/s, loss=6.405, pair=20.188, adv=2.820, sprd=0.003]
Ep 028/60 [S2:+mat]:  53%|█ | 234/444 [00:40<00:38,  5.47it/s, loss=6.405, pair=20.188, adv=2.820, sprd=0.003]
Ep 028/60 [S2:+mat]:  53%|█▌ | 234/444 [00:40<00:38,  5.47it/s, loss=1.553, pair=4.043, adv=2.742, sprd=0.002]
Ep 028/60 [S2:+mat]:  53%|█▌ | 235/444 [00:40<00:41,  5.03it/s, loss=1.553, pair=4.043, adv=2.742, sprd=0.002]
Ep 028/60 [S2:+mat]:  53%|█▌ | 235/444 [00:40<00:41,  5.03it/s, loss=0.322, pair=0.000, adv=2.598, sprd=0.002]
Ep 028/60 [S2:+mat]:  53%|█▌ | 236/444 [00:40<00:38,  5.34it/s, loss=0.322, pair=0.000, adv=2.598, sprd=0.002]
Ep 028/60 [S2:+mat]:  53%|█ | 236/444 [00:41<00:38,  5.34it/s, loss=5.015, pair=15.641, adv=2.633, sprd=0.002]
Ep 028/60 [S2:+mat]:  53%|█ | 237/444 [00:41<00:39,  5.23it/s, loss=5.015, pair=15.641, adv=2.633, sprd=0.002]
Ep 028/60 [S2:+mat]:  53%|█ | 237/444 [00:41<00:39,  5.23it/s, loss=5.246, pair=16.328, adv=2.805, sprd=0.003]
Ep 028/60 [S2:+mat]:  54%|█ | 238/444 [00:41<00:36,  5.64it/s, loss=5.246, pair=16.328, adv=2.805, sprd=0.003]
Ep 028/60 [S2:+mat]:  54%|█▌ | 238/444 [00:41<00:36,  5.64it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  54%|█▌ | 239/444 [00:41<00:37,  5.43it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  54%|█▌ | 239/444 [00:41<00:37,  5.43it/s, loss=1.082, pair=2.582, adv=2.504, sprd=0.002]
Ep 028/60 [S2:+mat]:  54%|█▌ | 240/444 [00:41<00:34,  5.86it/s, loss=1.082, pair=2.582, adv=2.504, sprd=0.002]
Ep 028/60 [S2:+mat]:  54%|█▌ | 240/444 [00:41<00:34,  5.86it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  54%|█▋ | 241/444 [00:41<00:38,  5.24it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  54%|█ | 241/444 [00:41<00:38,  5.24it/s, loss=3.913, pair=11.930, adv=2.688, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█ | 242/444 [00:41<00:36,  5.57it/s, loss=3.913, pair=11.930, adv=2.688, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█ | 242/444 [00:42<00:36,  5.57it/s, loss=4.449, pair=13.766, adv=2.511, sprd=0.003]
Ep 028/60 [S2:+mat]:  55%|█ | 243/444 [00:42<00:37,  5.30it/s, loss=4.449, pair=13.766, adv=2.511, sprd=0.003]
Ep 028/60 [S2:+mat]:  55%|█▋ | 243/444 [00:42<00:37,  5.30it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█▋ | 244/444 [00:42<00:36,  5.55it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█▋ | 244/444 [00:42<00:36,  5.55it/s, loss=0.503, pair=0.387, adv=2.585, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█▋ | 245/444 [00:42<00:38,  5.17it/s, loss=0.503, pair=0.387, adv=2.585, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█▋ | 245/444 [00:42<00:38,  5.17it/s, loss=1.127, pair=2.654, adv=2.643, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█▋ | 246/444 [00:42<00:35,  5.62it/s, loss=1.127, pair=2.654, adv=2.643, sprd=0.002]
Ep 028/60 [S2:+mat]:  55%|█▋ | 246/444 [00:42<00:35,  5.62it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  56%|█▋ | 247/444 [00:42<00:36,  5.39it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  56%|█▋ | 247/444 [00:43<00:36,  5.39it/s, loss=0.328, pair=0.012, adv=2.637, sprd=0.003]
Ep 028/60 [S2:+mat]:  56%|█▋ | 248/444 [00:43<00:34,  5.63it/s, loss=0.328, pair=0.012, adv=2.637, sprd=0.003]
Ep 028/60 [S2:+mat]:  56%|█▋ | 248/444 [00:43<00:34,  5.63it/s, loss=1.939, pair=5.438, adv=2.459, sprd=0.004]
Ep 028/60 [S2:+mat]:  56%|█▋ | 249/444 [00:43<00:35,  5.49it/s, loss=1.939, pair=5.438, adv=2.459, sprd=0.004]
Ep 028/60 [S2:+mat]:  56%|█▋ | 249/444 [00:43<00:35,  5.49it/s, loss=0.413, pair=0.217, adv=2.913, sprd=0.003]
Ep 028/60 [S2:+mat]:  56%|█▋ | 250/444 [00:43<00:34,  5.67it/s, loss=0.413, pair=0.217, adv=2.913, sprd=0.003]
Ep 028/60 [S2:+mat]:  56%|█▋ | 250/444 [00:43<00:34,  5.67it/s, loss=0.406, pair=0.262, adv=2.660, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 251/444 [00:43<00:35,  5.45it/s, loss=0.406, pair=0.262, adv=2.660, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 251/444 [00:43<00:35,  5.45it/s, loss=2.354, pair=6.762, adv=2.655, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 252/444 [00:43<00:33,  5.79it/s, loss=2.354, pair=6.762, adv=2.655, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 252/444 [00:43<00:33,  5.79it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 253/444 [00:43<00:33,  5.64it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 253/444 [00:44<00:33,  5.64it/s, loss=2.688, pair=7.785, adv=2.847, sprd=0.003]
Ep 028/60 [S2:+mat]:  57%|█▋ | 254/444 [00:44<00:31,  6.00it/s, loss=2.688, pair=7.785, adv=2.847, sprd=0.003]
Ep 028/60 [S2:+mat]:  57%|█▋ | 254/444 [00:44<00:31,  6.00it/s, loss=0.882, pair=1.841, adv=2.612, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 255/444 [00:44<00:33,  5.71it/s, loss=0.882, pair=1.841, adv=2.612, sprd=0.002]
Ep 028/60 [S2:+mat]:  57%|█▋ | 255/444 [00:44<00:33,  5.71it/s, loss=0.324, pair=0.000, adv=2.696, sprd=0.002]
Ep 028/60 [S2:+mat]:  58%|█▋ | 256/444 [00:44<00:30,  6.09it/s, loss=0.324, pair=0.000, adv=2.696, sprd=0.002]
Ep 028/60 [S2:+mat]:  58%|█▋ | 256/444 [00:44<00:30,  6.09it/s, loss=2.697, pair=7.898, adv=2.675, sprd=0.003]
Ep 028/60 [S2:+mat]:  58%|█▋ | 257/444 [00:44<00:34,  5.46it/s, loss=2.697, pair=7.898, adv=2.675, sprd=0.003]
Ep 028/60 [S2:+mat]:  58%|█▋ | 257/444 [00:44<00:34,  5.46it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  58%|█▋ | 258/444 [00:44<00:31,  5.82it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  58%|█▋ | 258/444 [00:45<00:31,  5.82it/s, loss=0.398, pair=0.200, adv=2.745, sprd=0.004]
Ep 028/60 [S2:+mat]:  58%|█▊ | 259/444 [00:45<00:34,  5.39it/s, loss=0.398, pair=0.200, adv=2.745, sprd=0.004]
Ep 028/60 [S2:+mat]:  58%|█▊ | 259/444 [00:45<00:34,  5.39it/s, loss=2.065, pair=5.824, adv=2.579, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▊ | 260/444 [00:45<00:31,  5.81it/s, loss=2.065, pair=5.824, adv=2.579, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▊ | 260/444 [00:45<00:31,  5.81it/s, loss=3.046, pair=8.984, adv=2.795, sprd=0.003]
Ep 028/60 [S2:+mat]:  59%|█▊ | 261/444 [00:45<00:33,  5.50it/s, loss=3.046, pair=8.984, adv=2.795, sprd=0.003]
Ep 028/60 [S2:+mat]:  59%|█▊ | 261/444 [00:45<00:33,  5.50it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▊ | 262/444 [00:45<00:30,  5.93it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▊ | 262/444 [00:45<00:30,  5.93it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▊ | 263/444 [00:45<00:33,  5.42it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▊ | 263/444 [00:45<00:33,  5.42it/s, loss=1.924, pair=5.387, adv=2.401, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▊ | 264/444 [00:45<00:31,  5.76it/s, loss=1.924, pair=5.387, adv=2.401, sprd=0.002]
Ep 028/60 [S2:+mat]:  59%|█▏| 264/444 [00:46<00:31,  5.76it/s, loss=3.369, pair=10.047, adv=2.889, sprd=0.002]
Ep 028/60 [S2:+mat]:  60%|█▏| 265/444 [00:46<00:33,  5.37it/s, loss=3.369, pair=10.047, adv=2.889, sprd=0.002]
Ep 028/60 [S2:+mat]:  60%|█▊ | 265/444 [00:46<00:33,  5.37it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  60%|█▊ | 266/444 [00:46<00:31,  5.62it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  60%|█▊ | 266/444 [00:46<00:31,  5.62it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  60%|█▊ | 267/444 [00:46<00:32,  5.37it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  60%|█▊ | 267/444 [00:46<00:32,  5.37it/s, loss=1.094, pair=2.574, adv=2.641, sprd=0.002]
Ep 028/60 [S2:+mat]:  60%|█▊ | 268/444 [00:46<00:30,  5.74it/s, loss=1.094, pair=2.574, adv=2.641, sprd=0.002]
Ep 028/60 [S2:+mat]:  60%|█▏| 268/444 [00:46<00:30,  5.74it/s, loss=7.826, pair=25.047, adv=2.452, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▏| 269/444 [00:46<00:33,  5.28it/s, loss=7.826, pair=25.047, adv=2.452, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 269/444 [00:46<00:33,  5.28it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 270/444 [00:46<00:30,  5.73it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 270/444 [00:47<00:30,  5.73it/s, loss=1.125, pair=2.137, adv=2.797, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 271/444 [00:47<00:31,  5.47it/s, loss=1.125, pair=2.137, adv=2.797, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 271/444 [00:47<00:31,  5.47it/s, loss=3.029, pair=9.000, adv=2.701, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 272/444 [00:47<00:29,  5.74it/s, loss=3.029, pair=9.000, adv=2.701, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 272/444 [00:47<00:29,  5.74it/s, loss=2.487, pair=7.242, adv=2.511, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|█▊ | 273/444 [00:47<00:31,  5.44it/s, loss=2.487, pair=7.242, adv=2.511, sprd=0.002]
Ep 028/60 [S2:+mat]:  61%|▌| 273/444 [00:47<00:31,  5.44it/s, loss=11.663, pair=37.750, adv=2.778, sprd=0.003]
Ep 028/60 [S2:+mat]:  62%|▌| 274/444 [00:47<00:29,  5.81it/s, loss=11.663, pair=37.750, adv=2.778, sprd=0.003]
Ep 028/60 [S2:+mat]:  62%|▌| 274/444 [00:47<00:29,  5.81it/s, loss=10.516, pair=33.906, adv=2.670, sprd=0.003]
Ep 028/60 [S2:+mat]:  62%|▌| 275/444 [00:47<00:30,  5.49it/s, loss=10.516, pair=33.906, adv=2.670, sprd=0.003]
Ep 028/60 [S2:+mat]:  62%|█▊ | 275/444 [00:48<00:30,  5.49it/s, loss=0.307, pair=0.012, adv=2.439, sprd=0.002]
Ep 028/60 [S2:+mat]:  62%|█▊ | 276/444 [00:48<00:28,  5.92it/s, loss=0.307, pair=0.012, adv=2.439, sprd=0.002]
Ep 028/60 [S2:+mat]:  62%|█▊ | 276/444 [00:48<00:28,  5.92it/s, loss=1.535, pair=4.004, adv=2.695, sprd=0.003]
Ep 028/60 [S2:+mat]:  62%|█▊ | 277/444 [00:48<00:29,  5.70it/s, loss=1.535, pair=4.004, adv=2.695, sprd=0.003]
Ep 028/60 [S2:+mat]:  62%|█▊ | 277/444 [00:48<00:29,  5.70it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  63%|█▉ | 278/444 [00:48<00:27,  6.09it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  63%|█▉ | 278/444 [00:48<00:27,  6.09it/s, loss=0.394, pair=0.012, adv=2.633, sprd=0.002]
Ep 028/60 [S2:+mat]:  63%|█▉ | 279/444 [00:48<00:28,  5.74it/s, loss=0.394, pair=0.012, adv=2.633, sprd=0.002]
Ep 028/60 [S2:+mat]:  63%|█▉ | 279/444 [00:48<00:28,  5.74it/s, loss=1.450, pair=3.832, adv=2.397, sprd=0.002]
Ep 028/60 [S2:+mat]:  63%|█▉ | 280/444 [00:48<00:26,  6.11it/s, loss=1.450, pair=3.832, adv=2.397, sprd=0.002]
Ep 028/60 [S2:+mat]:  63%|█▉ | 280/444 [00:48<00:26,  6.11it/s, loss=0.511, pair=0.575, adv=2.701, sprd=0.003]
Ep 028/60 [S2:+mat]:  63%|█▉ | 281/444 [00:48<00:28,  5.77it/s, loss=0.511, pair=0.575, adv=2.701, sprd=0.003]
Ep 028/60 [S2:+mat]:  63%|█▉ | 281/444 [00:49<00:28,  5.77it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  64%|█▉ | 282/444 [00:49<00:27,  5.99it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  64%|█▉ | 282/444 [00:49<00:27,  5.99it/s, loss=2.376, pair=6.812, adv=2.607, sprd=0.003]
Ep 028/60 [S2:+mat]:  64%|█▉ | 283/444 [00:49<00:30,  5.33it/s, loss=2.376, pair=6.812, adv=2.607, sprd=0.003]
Ep 028/60 [S2:+mat]:  64%|█▎| 283/444 [00:49<00:30,  5.33it/s, loss=3.507, pair=10.484, adv=2.928, sprd=0.004]
Ep 028/60 [S2:+mat]:  64%|█▎| 284/444 [00:49<00:28,  5.54it/s, loss=3.507, pair=10.484, adv=2.928, sprd=0.004]
Ep 028/60 [S2:+mat]:  64%|█▉ | 284/444 [00:49<00:28,  5.54it/s, loss=0.214, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  64%|█▉ | 285/444 [00:49<00:30,  5.19it/s, loss=0.214, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  64%|█▉ | 285/444 [00:49<00:30,  5.19it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  64%|█▉ | 286/444 [00:49<00:28,  5.58it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  64%|█▉ | 286/444 [00:50<00:28,  5.58it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 287/444 [00:50<00:31,  5.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 287/444 [00:50<00:31,  5.06it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 288/444 [00:50<00:28,  5.38it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 288/444 [00:50<00:28,  5.38it/s, loss=0.408, pair=0.270, adv=2.714, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 289/444 [00:50<00:29,  5.23it/s, loss=0.408, pair=0.270, adv=2.714, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 289/444 [00:50<00:29,  5.23it/s, loss=1.377, pair=3.574, adv=2.411, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 290/444 [00:50<00:27,  5.50it/s, loss=1.377, pair=3.574, adv=2.411, sprd=0.002]
Ep 028/60 [S2:+mat]:  65%|█▉ | 290/444 [00:50<00:27,  5.50it/s, loss=1.340, pair=3.371, adv=2.697, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 291/444 [00:50<00:30,  5.08it/s, loss=1.340, pair=3.371, adv=2.697, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 291/444 [00:50<00:30,  5.08it/s, loss=0.390, pair=0.169, adv=2.792, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 292/444 [00:50<00:27,  5.46it/s, loss=0.390, pair=0.169, adv=2.792, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 292/444 [00:51<00:27,  5.46it/s, loss=2.763, pair=8.180, adv=2.444, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 293/444 [00:51<00:29,  5.12it/s, loss=2.763, pair=8.180, adv=2.444, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 293/444 [00:51<00:29,  5.12it/s, loss=0.353, pair=0.098, adv=2.591, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 294/444 [00:51<00:26,  5.59it/s, loss=0.353, pair=0.098, adv=2.591, sprd=0.002]
Ep 028/60 [S2:+mat]:  66%|█▉ | 294/444 [00:51<00:26,  5.59it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  66%|█▉ | 295/444 [00:51<00:27,  5.35it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  66%|█▉ | 295/444 [00:51<00:27,  5.35it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  67%|██ | 296/444 [00:51<00:25,  5.76it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  67%|██ | 296/444 [00:51<00:25,  5.76it/s, loss=1.530, pair=4.023, adv=2.588, sprd=0.002]
Ep 028/60 [S2:+mat]:  67%|██ | 297/444 [00:51<00:26,  5.54it/s, loss=1.530, pair=4.023, adv=2.588, sprd=0.002]
Ep 028/60 [S2:+mat]:  67%|██ | 297/444 [00:52<00:26,  5.54it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  67%|██ | 298/444 [00:52<00:24,  5.93it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  67%|██ | 298/444 [00:52<00:24,  5.93it/s, loss=0.624, pair=0.444, adv=2.615, sprd=0.002]
Ep 028/60 [S2:+mat]:  67%|██ | 299/444 [00:52<00:26,  5.51it/s, loss=0.624, pair=0.444, adv=2.615, sprd=0.002]
Ep 028/60 [S2:+mat]:  67%|██ | 299/444 [00:52<00:26,  5.51it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  68%|██ | 300/444 [00:52<00:24,  5.87it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  68%|██ | 300/444 [00:52<00:24,  5.87it/s, loss=1.344, pair=3.322, adv=2.682, sprd=0.003]
Ep 028/60 [S2:+mat]:  68%|██ | 301/444 [00:52<00:26,  5.49it/s, loss=1.344, pair=3.322, adv=2.682, sprd=0.003]
Ep 028/60 [S2:+mat]:  68%|██ | 301/444 [00:52<00:26,  5.49it/s, loss=1.962, pair=5.422, adv=2.735, sprd=0.002]
Ep 028/60 [S2:+mat]:  68%|██ | 302/444 [00:52<00:24,  5.70it/s, loss=1.962, pair=5.422, adv=2.735, sprd=0.002]
Ep 028/60 [S2:+mat]:  68%|██ | 302/444 [00:52<00:24,  5.70it/s, loss=2.146, pair=5.098, adv=2.637, sprd=0.002]
Ep 028/60 [S2:+mat]:  68%|██ | 303/444 [00:52<00:26,  5.24it/s, loss=2.146, pair=5.098, adv=2.637, sprd=0.002]
Ep 028/60 [S2:+mat]:  68%|█▎| 303/444 [00:53<00:26,  5.24it/s, loss=4.345, pair=13.359, adv=2.786, sprd=0.003]
Ep 028/60 [S2:+mat]:  68%|█▎| 304/444 [00:53<00:24,  5.64it/s, loss=4.345, pair=13.359, adv=2.786, sprd=0.003]
Ep 028/60 [S2:+mat]:  68%|██ | 304/444 [00:53<00:24,  5.64it/s, loss=2.066, pair=5.730, adv=2.753, sprd=0.003]
Ep 028/60 [S2:+mat]:  69%|██ | 305/444 [00:53<00:25,  5.49it/s, loss=2.066, pair=5.730, adv=2.753, sprd=0.003]
Ep 028/60 [S2:+mat]:  69%|██ | 305/444 [00:53<00:25,  5.49it/s, loss=1.575, pair=4.043, adv=2.881, sprd=0.003]
Ep 028/60 [S2:+mat]:  69%|██ | 306/444 [00:53<00:23,  5.92it/s, loss=1.575, pair=4.043, adv=2.881, sprd=0.003]
Ep 028/60 [S2:+mat]:  69%|██ | 306/444 [00:53<00:23,  5.92it/s, loss=1.952, pair=5.480, adv=2.392, sprd=0.002]
Ep 028/60 [S2:+mat]:  69%|██ | 307/444 [00:53<00:24,  5.56it/s, loss=1.952, pair=5.480, adv=2.392, sprd=0.002]
Ep 028/60 [S2:+mat]:  69%|██ | 307/444 [00:53<00:24,  5.56it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  69%|██ | 308/444 [00:53<00:22,  6.00it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  69%|██ | 308/444 [00:53<00:22,  6.00it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  70%|██ | 309/444 [00:53<00:23,  5.70it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  70%|██ | 309/444 [00:54<00:23,  5.70it/s, loss=0.397, pair=0.162, adv=2.857, sprd=0.003]
Ep 028/60 [S2:+mat]:  70%|██ | 310/444 [00:54<00:21,  6.11it/s, loss=0.397, pair=0.162, adv=2.857, sprd=0.003]
Ep 028/60 [S2:+mat]:  70%|██ | 310/444 [00:54<00:21,  6.11it/s, loss=0.449, pair=0.356, adv=2.761, sprd=0.004]
Ep 028/60 [S2:+mat]:  70%|██ | 311/444 [00:54<00:23,  5.54it/s, loss=0.449, pair=0.356, adv=2.761, sprd=0.004]
Ep 028/60 [S2:+mat]:  70%|██ | 311/444 [00:54<00:23,  5.54it/s, loss=0.452, pair=0.231, adv=3.055, sprd=0.003]
Ep 028/60 [S2:+mat]:  70%|██ | 312/444 [00:54<00:22,  5.94it/s, loss=0.452, pair=0.231, adv=3.055, sprd=0.003]
Ep 028/60 [S2:+mat]:  70%|██ | 312/444 [00:54<00:22,  5.94it/s, loss=1.303, pair=3.227, adv=2.736, sprd=0.002]
Ep 028/60 [S2:+mat]:  70%|██ | 313/444 [00:54<00:22,  5.75it/s, loss=1.303, pair=3.227, adv=2.736, sprd=0.002]
Ep 028/60 [S2:+mat]:  70%|██ | 313/444 [00:54<00:22,  5.75it/s, loss=0.609, pair=0.944, adv=2.673, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|██ | 314/444 [00:54<00:21,  6.11it/s, loss=0.609, pair=0.944, adv=2.673, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|██ | 314/444 [00:55<00:21,  6.11it/s, loss=2.338, pair=6.742, adv=2.584, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|██▏| 315/444 [00:55<00:23,  5.59it/s, loss=2.338, pair=6.742, adv=2.584, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|██▏| 315/444 [00:55<00:23,  5.59it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|██▏| 316/444 [00:55<00:22,  5.78it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|██▏| 316/444 [00:55<00:22,  5.78it/s, loss=0.328, pair=0.012, adv=2.522, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|██▏| 317/444 [00:55<00:22,  5.56it/s, loss=0.328, pair=0.012, adv=2.522, sprd=0.002]
Ep 028/60 [S2:+mat]:  71%|█▍| 317/444 [00:55<00:22,  5.56it/s, loss=8.157, pair=26.078, adv=2.739, sprd=0.002]
Ep 028/60 [S2:+mat]:  72%|█▍| 318/444 [00:55<00:21,  5.91it/s, loss=8.157, pair=26.078, adv=2.739, sprd=0.002]
Ep 028/60 [S2:+mat]:  72%|██▏| 318/444 [00:55<00:21,  5.91it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  72%|██▏| 319/444 [00:55<00:22,  5.46it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  72%|██▏| 319/444 [00:55<00:22,  5.46it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  72%|██▏| 320/444 [00:55<00:21,  5.68it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  72%|██▏| 320/444 [00:56<00:21,  5.68it/s, loss=0.462, pair=0.380, adv=2.815, sprd=0.003]
Ep 028/60 [S2:+mat]:  72%|██▏| 321/444 [00:56<00:22,  5.39it/s, loss=0.462, pair=0.380, adv=2.815, sprd=0.003]
Ep 028/60 [S2:+mat]:  72%|██▏| 321/444 [00:56<00:22,  5.39it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  73%|██▏| 322/444 [00:56<00:21,  5.75it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  73%|██▏| 322/444 [00:56<00:21,  5.75it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|██▏| 323/444 [00:56<00:22,  5.35it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|██▏| 323/444 [00:56<00:22,  5.35it/s, loss=0.318, pair=0.000, adv=2.567, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|██▏| 324/444 [00:56<00:21,  5.63it/s, loss=0.318, pair=0.000, adv=2.567, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|██▏| 324/444 [00:56<00:21,  5.63it/s, loss=2.978, pair=8.859, adv=2.518, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|██▏| 325/444 [00:56<00:22,  5.24it/s, loss=2.978, pair=8.859, adv=2.518, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|██▏| 325/444 [00:57<00:22,  5.24it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|██▏| 326/444 [00:57<00:21,  5.55it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  73%|█▍| 326/444 [00:57<00:21,  5.55it/s, loss=6.755, pair=21.453, adv=2.569, sprd=0.002]
Ep 028/60 [S2:+mat]:  74%|█▍| 327/444 [00:57<00:22,  5.27it/s, loss=6.755, pair=21.453, adv=2.569, sprd=0.002]
Ep 028/60 [S2:+mat]:  74%|██▏| 327/444 [00:57<00:22,  5.27it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  74%|██▏| 328/444 [00:57<00:20,  5.54it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  74%|█▍| 328/444 [00:57<00:20,  5.54it/s, loss=4.988, pair=15.539, adv=2.709, sprd=0.003]
Ep 028/60 [S2:+mat]:  74%|█▍| 329/444 [00:57<00:22,  5.05it/s, loss=4.988, pair=15.539, adv=2.709, sprd=0.003]
Ep 028/60 [S2:+mat]:  74%|██▏| 329/444 [00:57<00:22,  5.05it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  74%|██▏| 330/444 [00:57<00:20,  5.54it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  74%|█▍| 330/444 [00:57<00:20,  5.54it/s, loss=7.204, pair=22.953, adv=2.595, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|█▍| 331/444 [00:57<00:21,  5.26it/s, loss=7.204, pair=22.953, adv=2.595, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|█▍| 331/444 [00:58<00:21,  5.26it/s, loss=5.250, pair=16.422, adv=2.607, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|█▍| 332/444 [00:58<00:20,  5.57it/s, loss=5.250, pair=16.422, adv=2.607, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|██▏| 332/444 [00:58<00:20,  5.57it/s, loss=2.237, pair=6.355, adv=2.732, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|██▎| 333/444 [00:58<00:20,  5.44it/s, loss=2.237, pair=6.355, adv=2.732, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|██▎| 333/444 [00:58<00:20,  5.44it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|██▎| 334/444 [00:58<00:18,  5.86it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  75%|██▎| 334/444 [00:58<00:18,  5.86it/s, loss=0.850, pair=1.763, adv=2.523, sprd=0.005]
Ep 028/60 [S2:+mat]:  75%|██▎| 335/444 [00:58<00:20,  5.23it/s, loss=0.850, pair=1.763, adv=2.523, sprd=0.005]
Ep 028/60 [S2:+mat]:  75%|██▎| 335/444 [00:58<00:20,  5.23it/s, loss=0.338, pair=0.000, adv=2.769, sprd=0.004]
Ep 028/60 [S2:+mat]:  76%|██▎| 336/444 [00:58<00:18,  5.69it/s, loss=0.338, pair=0.000, adv=2.769, sprd=0.004]
Ep 028/60 [S2:+mat]:  76%|██▎| 336/444 [00:59<00:18,  5.69it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 028/60 [S2:+mat]:  76%|██▎| 337/444 [00:59<00:20,  5.26it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 028/60 [S2:+mat]:  76%|██▎| 337/444 [00:59<00:20,  5.26it/s, loss=0.883, pair=1.862, adv=2.638, sprd=0.004]
Ep 028/60 [S2:+mat]:  76%|██▎| 338/444 [00:59<00:19,  5.53it/s, loss=0.883, pair=1.862, adv=2.638, sprd=0.004]
Ep 028/60 [S2:+mat]:  76%|██▎| 338/444 [00:59<00:19,  5.53it/s, loss=0.861, pair=1.747, adv=2.698, sprd=0.003]
Ep 028/60 [S2:+mat]:  76%|██▎| 339/444 [00:59<00:19,  5.26it/s, loss=0.861, pair=1.747, adv=2.698, sprd=0.003]
Ep 028/60 [S2:+mat]:  76%|██▎| 339/444 [00:59<00:19,  5.26it/s, loss=1.825, pair=4.969, adv=2.754, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|██▎| 340/444 [00:59<00:18,  5.58it/s, loss=1.825, pair=4.969, adv=2.754, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|██▎| 340/444 [00:59<00:18,  5.58it/s, loss=0.764, pair=1.466, adv=2.604, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|██▎| 341/444 [00:59<00:20,  5.07it/s, loss=0.764, pair=1.466, adv=2.604, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|██▎| 341/444 [00:59<00:20,  5.07it/s, loss=0.340, pair=0.075, adv=2.465, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|██▎| 342/444 [00:59<00:18,  5.41it/s, loss=0.340, pair=0.075, adv=2.465, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|██▎| 342/444 [01:00<00:18,  5.41it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  77%|██▎| 343/444 [01:00<00:19,  5.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  77%|█▌| 343/444 [01:00<00:19,  5.18it/s, loss=3.857, pair=11.727, adv=2.778, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|█▌| 344/444 [01:00<00:17,  5.64it/s, loss=3.857, pair=11.727, adv=2.778, sprd=0.003]
Ep 028/60 [S2:+mat]:  77%|██▎| 344/444 [01:00<00:17,  5.64it/s, loss=1.342, pair=3.355, adv=2.756, sprd=0.002]
Ep 028/60 [S2:+mat]:  78%|██▎| 345/444 [01:00<00:19,  5.05it/s, loss=1.342, pair=3.355, adv=2.756, sprd=0.002]
Ep 028/60 [S2:+mat]:  78%|██▎| 345/444 [01:00<00:19,  5.05it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  78%|██▎| 346/444 [01:00<00:18,  5.35it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  78%|██▎| 346/444 [01:00<00:18,  5.35it/s, loss=0.710, pair=1.240, adv=2.786, sprd=0.003]
Ep 028/60 [S2:+mat]:  78%|██▎| 347/444 [01:00<00:18,  5.17it/s, loss=0.710, pair=1.240, adv=2.786, sprd=0.003]
Ep 028/60 [S2:+mat]:  78%|█▌| 347/444 [01:01<00:18,  5.17it/s, loss=4.277, pair=13.117, adv=2.711, sprd=0.003]
Ep 028/60 [S2:+mat]:  78%|█▌| 348/444 [01:01<00:17,  5.63it/s, loss=4.277, pair=13.117, adv=2.711, sprd=0.003]
Ep 028/60 [S2:+mat]:  78%|██▎| 348/444 [01:01<00:17,  5.63it/s, loss=0.319, pair=0.000, adv=2.609, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|██▎| 349/444 [01:01<00:17,  5.33it/s, loss=0.319, pair=0.000, adv=2.609, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|█▌| 349/444 [01:01<00:17,  5.33it/s, loss=5.185, pair=16.266, adv=2.453, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|█▌| 350/444 [01:01<00:16,  5.58it/s, loss=5.185, pair=16.266, adv=2.453, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|██▎| 350/444 [01:01<00:16,  5.58it/s, loss=2.702, pair=7.922, adv=2.660, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|██▎| 351/444 [01:01<00:17,  5.29it/s, loss=2.702, pair=7.922, adv=2.660, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|██▎| 351/444 [01:01<00:17,  5.29it/s, loss=0.338, pair=0.044, adv=2.697, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|██▍| 352/444 [01:01<00:16,  5.59it/s, loss=0.338, pair=0.044, adv=2.697, sprd=0.003]
Ep 028/60 [S2:+mat]:  79%|█▌| 352/444 [01:02<00:16,  5.59it/s, loss=3.639, pair=11.016, adv=2.715, sprd=0.003]
Ep 028/60 [S2:+mat]:  80%|█▌| 353/444 [01:02<00:17,  5.25it/s, loss=3.639, pair=11.016, adv=2.715, sprd=0.003]
Ep 028/60 [S2:+mat]:  80%|██▍| 353/444 [01:02<00:17,  5.25it/s, loss=0.347, pair=0.000, adv=2.825, sprd=0.003]
Ep 028/60 [S2:+mat]:  80%|██▍| 354/444 [01:02<00:16,  5.58it/s, loss=0.347, pair=0.000, adv=2.825, sprd=0.003]
Ep 028/60 [S2:+mat]:  80%|██▍| 354/444 [01:02<00:16,  5.58it/s, loss=0.350, pair=0.075, adv=2.573, sprd=0.003]
Ep 028/60 [S2:+mat]:  80%|██▍| 355/444 [01:02<00:16,  5.34it/s, loss=0.350, pair=0.075, adv=2.573, sprd=0.003]
Ep 028/60 [S2:+mat]:  80%|██▍| 355/444 [01:02<00:16,  5.34it/s, loss=1.070, pair=2.451, adv=2.707, sprd=0.005]
Ep 028/60 [S2:+mat]:  80%|██▍| 356/444 [01:02<00:15,  5.81it/s, loss=1.070, pair=2.451, adv=2.707, sprd=0.005]
Ep 028/60 [S2:+mat]:  80%|██▍| 356/444 [01:02<00:15,  5.81it/s, loss=0.346, pair=0.012, adv=2.821, sprd=0.002]
Ep 028/60 [S2:+mat]:  80%|██▍| 357/444 [01:02<00:15,  5.62it/s, loss=0.346, pair=0.012, adv=2.821, sprd=0.002]
Ep 028/60 [S2:+mat]:  80%|█▌| 357/444 [01:02<00:15,  5.62it/s, loss=6.226, pair=19.609, adv=2.767, sprd=0.002]
Ep 028/60 [S2:+mat]:  81%|█▌| 358/444 [01:02<00:14,  5.94it/s, loss=6.226, pair=19.609, adv=2.767, sprd=0.002]
Ep 028/60 [S2:+mat]:  81%|██▍| 358/444 [01:03<00:14,  5.94it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  81%|██▍| 359/444 [01:03<00:15,  5.63it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  81%|██▍| 359/444 [01:03<00:15,  5.63it/s, loss=2.245, pair=6.402, adv=2.687, sprd=0.002]
Ep 028/60 [S2:+mat]:  81%|██▍| 360/444 [01:03<00:13,  6.03it/s, loss=2.245, pair=6.402, adv=2.687, sprd=0.002]
Ep 028/60 [S2:+mat]:  81%|██▍| 360/444 [01:03<00:13,  6.03it/s, loss=0.972, pair=1.944, adv=2.510, sprd=0.002]
Ep 028/60 [S2:+mat]:  81%|██▍| 361/444 [01:03<00:14,  5.69it/s, loss=0.972, pair=1.944, adv=2.510, sprd=0.002]
Ep 028/60 [S2:+mat]:  81%|██▍| 361/444 [01:03<00:14,  5.69it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  82%|██▍| 362/444 [01:03<00:13,  6.10it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  82%|█▋| 362/444 [01:03<00:13,  6.10it/s, loss=4.485, pair=13.773, adv=2.858, sprd=0.002]
Ep 028/60 [S2:+mat]:  82%|█▋| 363/444 [01:03<00:14,  5.74it/s, loss=4.485, pair=13.773, adv=2.858, sprd=0.002]
Ep 028/60 [S2:+mat]:  82%|██▍| 363/444 [01:03<00:14,  5.74it/s, loss=3.138, pair=9.336, adv=2.825, sprd=0.003]
Ep 028/60 [S2:+mat]:  82%|██▍| 364/444 [01:03<00:13,  6.01it/s, loss=3.138, pair=9.336, adv=2.825, sprd=0.003]
Ep 028/60 [S2:+mat]:  82%|██▍| 364/444 [01:04<00:13,  6.01it/s, loss=0.974, pair=2.148, adv=2.671, sprd=0.002]
Ep 028/60 [S2:+mat]:  82%|██▍| 365/444 [01:04<00:13,  5.81it/s, loss=0.974, pair=2.148, adv=2.671, sprd=0.002]
Ep 028/60 [S2:+mat]:  82%|██▍| 365/444 [01:04<00:13,  5.81it/s, loss=1.530, pair=3.977, adv=2.769, sprd=0.003]
Ep 028/60 [S2:+mat]:  82%|██▍| 366/444 [01:04<00:12,  6.15it/s, loss=1.530, pair=3.977, adv=2.769, sprd=0.003]
Ep 028/60 [S2:+mat]:  82%|█▋| 366/444 [01:04<00:12,  6.15it/s, loss=3.517, pair=10.547, adv=2.979, sprd=0.003]
Ep 028/60 [S2:+mat]:  83%|█▋| 367/444 [01:04<00:13,  5.84it/s, loss=3.517, pair=10.547, adv=2.979, sprd=0.003]
Ep 028/60 [S2:+mat]:  83%|██▍| 367/444 [01:04<00:13,  5.84it/s, loss=1.579, pair=4.168, adv=2.661, sprd=0.003]
Ep 028/60 [S2:+mat]:  83%|██▍| 368/444 [01:04<00:12,  6.19it/s, loss=1.579, pair=4.168, adv=2.661, sprd=0.003]
Ep 028/60 [S2:+mat]:  83%|██▍| 368/444 [01:04<00:12,  6.19it/s, loss=1.580, pair=4.055, adv=3.010, sprd=0.003]
Ep 028/60 [S2:+mat]:  83%|██▍| 369/444 [01:04<00:12,  5.82it/s, loss=1.580, pair=4.055, adv=3.010, sprd=0.003]
Ep 028/60 [S2:+mat]:  83%|██▍| 369/444 [01:04<00:12,  5.82it/s, loss=0.588, pair=0.942, adv=2.414, sprd=0.002]
Ep 028/60 [S2:+mat]:  83%|██▌| 370/444 [01:04<00:11,  6.20it/s, loss=0.588, pair=0.942, adv=2.414, sprd=0.002]
Ep 028/60 [S2:+mat]:  83%|█▋| 370/444 [01:05<00:11,  6.20it/s, loss=4.696, pair=14.484, adv=2.870, sprd=0.004]
Ep 028/60 [S2:+mat]:  84%|█▋| 371/444 [01:05<00:13,  5.59it/s, loss=4.696, pair=14.484, adv=2.870, sprd=0.004]
Ep 028/60 [S2:+mat]:  84%|██▌| 371/444 [01:05<00:13,  5.59it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  84%|██▌| 372/444 [01:05<00:12,  5.96it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  84%|██▌| 372/444 [01:05<00:12,  5.96it/s, loss=0.521, pair=0.575, adv=2.808, sprd=0.004]
Ep 028/60 [S2:+mat]:  84%|██▌| 373/444 [01:05<00:12,  5.50it/s, loss=0.521, pair=0.575, adv=2.808, sprd=0.004]
Ep 028/60 [S2:+mat]:  84%|██▌| 373/444 [01:05<00:12,  5.50it/s, loss=0.467, pair=0.429, adv=2.770, sprd=0.003]
Ep 028/60 [S2:+mat]:  84%|██▌| 374/444 [01:05<00:11,  5.91it/s, loss=0.467, pair=0.429, adv=2.770, sprd=0.003]
Ep 028/60 [S2:+mat]:  84%|██▌| 374/444 [01:05<00:11,  5.91it/s, loss=1.600, pair=3.965, adv=2.813, sprd=0.002]
Ep 028/60 [S2:+mat]:  84%|██▌| 375/444 [01:05<00:12,  5.55it/s, loss=1.600, pair=3.965, adv=2.813, sprd=0.002]
Ep 028/60 [S2:+mat]:  84%|██▌| 375/444 [01:05<00:12,  5.55it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.007]
Ep 028/60 [S2:+mat]:  85%|██▌| 376/444 [01:05<00:11,  5.86it/s, loss=0.134, pair=0.000, adv=0.000, sprd=0.007]
Ep 028/60 [S2:+mat]:  85%|██▌| 376/444 [01:06<00:11,  5.86it/s, loss=1.577, pair=4.191, adv=2.579, sprd=0.002]
Ep 028/60 [S2:+mat]:  85%|██▌| 377/444 [01:06<00:11,  5.68it/s, loss=1.577, pair=4.191, adv=2.579, sprd=0.002]
Ep 028/60 [S2:+mat]:  85%|██▌| 377/444 [01:06<00:11,  5.68it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 028/60 [S2:+mat]:  85%|██▌| 378/444 [01:06<00:10,  6.04it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 028/60 [S2:+mat]:  85%|██▌| 378/444 [01:06<00:10,  6.04it/s, loss=0.386, pair=0.184, adv=2.692, sprd=0.003]
Ep 028/60 [S2:+mat]:  85%|██▌| 379/444 [01:06<00:11,  5.63it/s, loss=0.386, pair=0.184, adv=2.692, sprd=0.003]
Ep 028/60 [S2:+mat]:  85%|██▌| 379/444 [01:06<00:11,  5.63it/s, loss=1.621, pair=4.367, adv=2.421, sprd=0.003]
Ep 028/60 [S2:+mat]:  86%|██▌| 380/444 [01:06<00:10,  6.02it/s, loss=1.621, pair=4.367, adv=2.421, sprd=0.003]
Ep 028/60 [S2:+mat]:  86%|█▋| 380/444 [01:06<00:10,  6.02it/s, loss=4.700, pair=14.609, adv=2.463, sprd=0.002]
Ep 028/60 [S2:+mat]:  86%|█▋| 381/444 [01:06<00:11,  5.57it/s, loss=4.700, pair=14.609, adv=2.463, sprd=0.002]
Ep 028/60 [S2:+mat]:  86%|██▌| 381/444 [01:06<00:11,  5.57it/s, loss=0.570, pair=0.825, adv=2.600, sprd=0.002]
Ep 028/60 [S2:+mat]:  86%|██▌| 382/444 [01:06<00:10,  5.97it/s, loss=0.570, pair=0.825, adv=2.600, sprd=0.002]
Ep 028/60 [S2:+mat]:  86%|██▌| 382/444 [01:07<00:10,  5.97it/s, loss=3.022, pair=9.016, adv=2.552, sprd=0.004]
Ep 028/60 [S2:+mat]:  86%|██▌| 383/444 [01:07<00:10,  5.58it/s, loss=3.022, pair=9.016, adv=2.552, sprd=0.004]
Ep 028/60 [S2:+mat]:  86%|██▌| 383/444 [01:07<00:10,  5.58it/s, loss=2.275, pair=6.414, adv=2.896, sprd=0.003]
Ep 028/60 [S2:+mat]:  86%|██▌| 384/444 [01:07<00:10,  5.96it/s, loss=2.275, pair=6.414, adv=2.896, sprd=0.003]
Ep 028/60 [S2:+mat]:  86%|██▌| 384/444 [01:07<00:10,  5.96it/s, loss=1.565, pair=4.137, adv=2.605, sprd=0.003]
Ep 028/60 [S2:+mat]:  87%|██▌| 385/444 [01:07<00:10,  5.67it/s, loss=1.565, pair=4.137, adv=2.605, sprd=0.003]
Ep 028/60 [S2:+mat]:  87%|██▌| 385/444 [01:07<00:10,  5.67it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  87%|██▌| 386/444 [01:07<00:09,  6.06it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  87%|█▋| 386/444 [01:07<00:09,  6.06it/s, loss=4.391, pair=13.609, adv=2.480, sprd=0.002]
Ep 028/60 [S2:+mat]:  87%|█▋| 387/444 [01:07<00:10,  5.67it/s, loss=4.391, pair=13.609, adv=2.480, sprd=0.002]
Ep 028/60 [S2:+mat]:  87%|██▌| 387/444 [01:08<00:10,  5.67it/s, loss=2.531, pair=7.359, adv=2.662, sprd=0.002]
Ep 028/60 [S2:+mat]:  87%|██▌| 388/444 [01:08<00:09,  5.98it/s, loss=2.531, pair=7.359, adv=2.662, sprd=0.002]
Ep 028/60 [S2:+mat]:  87%|██▌| 388/444 [01:08<00:09,  5.98it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  88%|██▋| 389/444 [01:08<00:09,  5.64it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  88%|█▊| 389/444 [01:08<00:09,  5.64it/s, loss=5.703, pair=17.969, adv=2.440, sprd=0.002]
Ep 028/60 [S2:+mat]:  88%|█▊| 390/444 [01:08<00:08,  6.03it/s, loss=5.703, pair=17.969, adv=2.440, sprd=0.002]
Ep 028/60 [S2:+mat]:  88%|██▋| 390/444 [01:08<00:08,  6.03it/s, loss=0.924, pair=0.200, adv=2.782, sprd=0.002]
Ep 028/60 [S2:+mat]:  88%|██▋| 391/444 [01:08<00:09,  5.76it/s, loss=0.924, pair=0.200, adv=2.782, sprd=0.002]
Ep 028/60 [S2:+mat]:  88%|██▋| 391/444 [01:08<00:09,  5.76it/s, loss=0.343, pair=0.075, adv=2.590, sprd=0.003]
Ep 028/60 [S2:+mat]:  88%|██▋| 392/444 [01:08<00:08,  6.04it/s, loss=0.343, pair=0.075, adv=2.590, sprd=0.003]
Ep 028/60 [S2:+mat]:  88%|██▋| 392/444 [01:08<00:08,  6.04it/s, loss=0.331, pair=0.000, adv=2.647, sprd=0.002]
Ep 028/60 [S2:+mat]:  89%|██▋| 393/444 [01:08<00:09,  5.57it/s, loss=0.331, pair=0.000, adv=2.647, sprd=0.002]
Ep 028/60 [S2:+mat]:  89%|██▋| 393/444 [01:09<00:09,  5.57it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  89%|██▋| 394/444 [01:09<00:08,  5.96it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  89%|██▋| 394/444 [01:09<00:08,  5.96it/s, loss=0.367, pair=0.137, adv=2.462, sprd=0.003]
Ep 028/60 [S2:+mat]:  89%|██▋| 395/444 [01:09<00:08,  5.68it/s, loss=0.367, pair=0.137, adv=2.462, sprd=0.003]
Ep 028/60 [S2:+mat]:  89%|█▊| 395/444 [01:09<00:08,  5.68it/s, loss=3.563, pair=10.711, adv=2.782, sprd=0.002]
Ep 028/60 [S2:+mat]:  89%|█▊| 396/444 [01:09<00:07,  6.06it/s, loss=3.563, pair=10.711, adv=2.782, sprd=0.002]
Ep 028/60 [S2:+mat]:  89%|██▋| 396/444 [01:09<00:07,  6.06it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  89%|██▋| 397/444 [01:09<00:08,  5.60it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  89%|██▋| 397/444 [01:09<00:08,  5.60it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  90%|██▋| 398/444 [01:09<00:07,  6.02it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  90%|██▋| 398/444 [01:09<00:07,  6.02it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  90%|██▋| 399/444 [01:09<00:07,  5.77it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  90%|██▋| 399/444 [01:10<00:07,  5.77it/s, loss=1.277, pair=3.199, adv=2.579, sprd=0.002]
Ep 028/60 [S2:+mat]:  90%|██▋| 400/444 [01:10<00:07,  6.07it/s, loss=1.277, pair=3.199, adv=2.579, sprd=0.002]
Ep 028/60 [S2:+mat]:  90%|██▋| 400/444 [01:10<00:07,  6.07it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  90%|██▋| 401/444 [01:10<00:07,  5.85it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  90%|██▋| 401/444 [01:10<00:07,  5.85it/s, loss=2.250, pair=6.336, adv=2.811, sprd=0.003]
Ep 028/60 [S2:+mat]:  91%|██▋| 402/444 [01:10<00:06,  6.11it/s, loss=2.250, pair=6.336, adv=2.811, sprd=0.003]
Ep 028/60 [S2:+mat]:  91%|██▋| 402/444 [01:10<00:06,  6.11it/s, loss=0.341, pair=0.000, adv=2.725, sprd=0.002]
Ep 028/60 [S2:+mat]:  91%|██▋| 403/444 [01:10<00:07,  5.79it/s, loss=0.341, pair=0.000, adv=2.725, sprd=0.002]
Ep 028/60 [S2:+mat]:  91%|██▋| 403/444 [01:10<00:07,  5.79it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  91%|██▋| 404/444 [01:10<00:06,  5.96it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  91%|██▋| 404/444 [01:10<00:06,  5.96it/s, loss=0.327, pair=0.012, adv=2.550, sprd=0.002]
Ep 028/60 [S2:+mat]:  91%|██▋| 405/444 [01:10<00:07,  5.54it/s, loss=0.327, pair=0.012, adv=2.550, sprd=0.002]
Ep 028/60 [S2:+mat]:  91%|██▋| 405/444 [01:11<00:07,  5.54it/s, loss=2.774, pair=8.078, adv=2.807, sprd=0.002]
Ep 028/60 [S2:+mat]:  91%|██▋| 406/444 [01:11<00:06,  5.84it/s, loss=2.774, pair=8.078, adv=2.807, sprd=0.002]
Ep 028/60 [S2:+mat]:  91%|██▋| 406/444 [01:11<00:06,  5.84it/s, loss=1.986, pair=5.500, adv=2.741, sprd=0.002]
Ep 028/60 [S2:+mat]:  92%|██▊| 407/444 [01:11<00:06,  5.31it/s, loss=1.986, pair=5.500, adv=2.741, sprd=0.002]
Ep 028/60 [S2:+mat]:  92%|██▊| 407/444 [01:11<00:06,  5.31it/s, loss=0.446, pair=0.452, adv=2.452, sprd=0.002]
Ep 028/60 [S2:+mat]:  92%|██▊| 408/444 [01:11<00:06,  5.59it/s, loss=0.446, pair=0.452, adv=2.452, sprd=0.002]
Ep 028/60 [S2:+mat]:  92%|█▊| 408/444 [01:11<00:06,  5.59it/s, loss=6.956, pair=22.078, adv=2.724, sprd=0.002]
Ep 028/60 [S2:+mat]:  92%|█▊| 409/444 [01:11<00:06,  5.30it/s, loss=6.956, pair=22.078, adv=2.724, sprd=0.002]
Ep 028/60 [S2:+mat]:  92%|█▊| 409/444 [01:11<00:06,  5.30it/s, loss=4.013, pair=12.227, adv=2.729, sprd=0.003]
Ep 028/60 [S2:+mat]:  92%|█▊| 410/444 [01:11<00:06,  5.62it/s, loss=4.013, pair=12.227, adv=2.729, sprd=0.003]
Ep 028/60 [S2:+mat]:  92%|██▊| 410/444 [01:12<00:06,  5.62it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  93%|██▊| 411/444 [01:12<00:06,  5.41it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  93%|██▊| 411/444 [01:12<00:06,  5.41it/s, loss=0.612, pair=0.903, adv=2.703, sprd=0.003]
Ep 028/60 [S2:+mat]:  93%|██▊| 412/444 [01:12<00:05,  5.67it/s, loss=0.612, pair=0.903, adv=2.703, sprd=0.003]
Ep 028/60 [S2:+mat]:  93%|██▊| 412/444 [01:12<00:05,  5.67it/s, loss=1.683, pair=4.426, adv=2.881, sprd=0.002]
Ep 028/60 [S2:+mat]:  93%|██▊| 413/444 [01:12<00:05,  5.26it/s, loss=1.683, pair=4.426, adv=2.881, sprd=0.002]
Ep 028/60 [S2:+mat]:  93%|██▊| 413/444 [01:12<00:05,  5.26it/s, loss=3.235, pair=9.617, adv=2.805, sprd=0.003]
Ep 028/60 [S2:+mat]:  93%|██▊| 414/444 [01:12<00:05,  5.58it/s, loss=3.235, pair=9.617, adv=2.805, sprd=0.003]
Ep 028/60 [S2:+mat]:  93%|█▊| 414/444 [01:12<00:05,  5.58it/s, loss=7.869, pair=25.141, adv=2.576, sprd=0.002]
Ep 028/60 [S2:+mat]:  93%|█▊| 415/444 [01:12<00:05,  5.32it/s, loss=7.869, pair=25.141, adv=2.576, sprd=0.002]
Ep 028/60 [S2:+mat]:  93%|██▊| 415/444 [01:12<00:05,  5.32it/s, loss=0.472, pair=0.387, adv=2.811, sprd=0.003]
Ep 028/60 [S2:+mat]:  94%|██▊| 416/444 [01:12<00:04,  5.77it/s, loss=0.472, pair=0.387, adv=2.811, sprd=0.003]
Ep 028/60 [S2:+mat]:  94%|██▊| 416/444 [01:13<00:04,  5.77it/s, loss=0.552, pair=0.450, adv=2.757, sprd=0.004]
Ep 028/60 [S2:+mat]:  94%|██▊| 417/444 [01:13<00:05,  5.26it/s, loss=0.552, pair=0.450, adv=2.757, sprd=0.004]
Ep 028/60 [S2:+mat]:  94%|██▊| 417/444 [01:13<00:05,  5.26it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  94%|██▊| 418/444 [01:13<00:04,  5.58it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  94%|██▊| 418/444 [01:13<00:04,  5.58it/s, loss=1.334, pair=3.336, adv=2.691, sprd=0.002]
Ep 028/60 [S2:+mat]:  94%|██▊| 419/444 [01:13<00:04,  5.38it/s, loss=1.334, pair=3.336, adv=2.691, sprd=0.002]
Ep 028/60 [S2:+mat]:  94%|██▊| 419/444 [01:13<00:04,  5.38it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  95%|██▊| 420/444 [01:13<00:04,  5.72it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.004]
Ep 028/60 [S2:+mat]:  95%|██▊| 420/444 [01:13<00:04,  5.72it/s, loss=0.342, pair=0.012, adv=2.717, sprd=0.003]
Ep 028/60 [S2:+mat]:  95%|██▊| 421/444 [01:13<00:04,  5.32it/s, loss=0.342, pair=0.012, adv=2.717, sprd=0.003]
Ep 028/60 [S2:+mat]:  95%|██▊| 421/444 [01:14<00:04,  5.32it/s, loss=0.412, pair=0.325, adv=2.493, sprd=0.004]
Ep 028/60 [S2:+mat]:  95%|██▊| 422/444 [01:14<00:03,  5.63it/s, loss=0.412, pair=0.325, adv=2.493, sprd=0.004]
Ep 028/60 [S2:+mat]:  95%|██▊| 422/444 [01:14<00:03,  5.63it/s, loss=1.107, pair=2.350, adv=2.710, sprd=0.003]
Ep 028/60 [S2:+mat]:  95%|██▊| 423/444 [01:14<00:03,  5.32it/s, loss=1.107, pair=2.350, adv=2.710, sprd=0.003]
Ep 028/60 [S2:+mat]:  95%|██▊| 423/444 [01:14<00:03,  5.32it/s, loss=0.328, pair=0.012, adv=2.657, sprd=0.002]
Ep 028/60 [S2:+mat]:  95%|██▊| 424/444 [01:14<00:03,  5.61it/s, loss=0.328, pair=0.012, adv=2.657, sprd=0.002]
Ep 028/60 [S2:+mat]:  95%|██▊| 424/444 [01:14<00:03,  5.61it/s, loss=1.252, pair=3.035, adv=2.762, sprd=0.002]
Ep 028/60 [S2:+mat]:  96%|██▊| 425/444 [01:14<00:03,  5.28it/s, loss=1.252, pair=3.035, adv=2.762, sprd=0.002]
Ep 028/60 [S2:+mat]:  96%|██▊| 425/444 [01:14<00:03,  5.28it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  96%|██▉| 426/444 [01:14<00:03,  5.56it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  96%|██▉| 426/444 [01:15<00:03,  5.56it/s, loss=0.681, pair=1.137, adv=2.748, sprd=0.002]
Ep 028/60 [S2:+mat]:  96%|██▉| 427/444 [01:15<00:03,  5.21it/s, loss=0.681, pair=1.137, adv=2.748, sprd=0.002]
Ep 028/60 [S2:+mat]:  96%|██▉| 427/444 [01:15<00:03,  5.21it/s, loss=2.208, pair=6.281, adv=2.668, sprd=0.002]
Ep 028/60 [S2:+mat]:  96%|██▉| 428/444 [01:15<00:02,  5.50it/s, loss=2.208, pair=6.281, adv=2.668, sprd=0.002]
Ep 028/60 [S2:+mat]:  96%|██▉| 428/444 [01:15<00:02,  5.50it/s, loss=2.057, pair=5.762, adv=2.574, sprd=0.002]
Ep 028/60 [S2:+mat]:  97%|██▉| 429/444 [01:15<00:02,  5.33it/s, loss=2.057, pair=5.762, adv=2.574, sprd=0.002]
Ep 028/60 [S2:+mat]:  97%|█▉| 429/444 [01:15<00:02,  5.33it/s, loss=6.556, pair=20.766, adv=2.587, sprd=0.003]
Ep 028/60 [S2:+mat]:  97%|█▉| 430/444 [01:15<00:02,  5.73it/s, loss=6.556, pair=20.766, adv=2.587, sprd=0.003]
Ep 028/60 [S2:+mat]:  97%|██▉| 430/444 [01:15<00:02,  5.73it/s, loss=0.629, pair=0.950, adv=2.765, sprd=0.004]
Ep 028/60 [S2:+mat]:  97%|██▉| 431/444 [01:15<00:02,  5.29it/s, loss=0.629, pair=0.950, adv=2.765, sprd=0.004]
Ep 028/60 [S2:+mat]:  97%|██▉| 431/444 [01:15<00:02,  5.29it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  97%|██▉| 432/444 [01:15<00:02,  5.79it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  97%|██▉| 432/444 [01:16<00:02,  5.79it/s, loss=3.030, pair=9.016, adv=2.578, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|██▉| 433/444 [01:16<00:01,  5.50it/s, loss=3.030, pair=9.016, adv=2.578, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|██▉| 433/444 [01:16<00:01,  5.50it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  98%|██▉| 434/444 [01:16<00:01,  5.94it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 028/60 [S2:+mat]:  98%|██▉| 434/444 [01:16<00:01,  5.94it/s, loss=0.450, pair=0.325, adv=2.629, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|██▉| 435/444 [01:16<00:01,  5.64it/s, loss=0.450, pair=0.325, adv=2.629, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|██▉| 435/444 [01:16<00:01,  5.64it/s, loss=0.485, pair=0.528, adv=2.545, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|██▉| 436/444 [01:16<00:01,  6.05it/s, loss=0.485, pair=0.528, adv=2.545, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|█▉| 436/444 [01:16<00:01,  6.05it/s, loss=3.753, pair=11.477, adv=2.453, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|█▉| 437/444 [01:16<00:01,  5.56it/s, loss=3.753, pair=11.477, adv=2.453, sprd=0.002]
Ep 028/60 [S2:+mat]:  98%|██▉| 437/444 [01:16<00:01,  5.56it/s, loss=3.195, pair=9.539, adv=2.706, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 438/444 [01:16<00:01,  5.96it/s, loss=3.195, pair=9.539, adv=2.706, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 438/444 [01:17<00:01,  5.96it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 439/444 [01:17<00:00,  5.69it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 439/444 [01:17<00:00,  5.69it/s, loss=0.618, pair=1.036, adv=2.534, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 440/444 [01:17<00:00,  6.09it/s, loss=0.618, pair=1.036, adv=2.534, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 440/444 [01:17<00:00,  6.09it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 441/444 [01:17<00:00,  5.84it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]:  99%|██▉| 441/444 [01:17<00:00,  5.84it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]: 100%|██▉| 442/444 [01:17<00:00,  6.21it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]: 100%|██▉| 442/444 [01:17<00:00,  6.21it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]: 100%|██▉| 443/444 [01:17<00:00,  5.72it/s, loss=0.140, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]: 100%|██▉| 443/444 [01:17<00:00,  5.72it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 028/60 [S2:+mat]: 100%|███| 444/444 [01:17<00:00,  6.11it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
                                                                                                              
Epoch 028/60 [S2:+mat]  loss=1.5308  mat=0.1804  sens=4.7743  pair=4.2234  adv=1.8361(rand=3.37)  deg=0.0133  orth=0.0060  spread=0.0027  q_mean=52.5  q_std=21.3  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.99e-05  78s

Ep 029/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 029/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:23,  3.09it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:23,  3.09it/s, loss=0.431, pair=0.247, adv=2.887, sprd=0.002]
Ep 029/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:37,  4.51it/s, loss=0.431, pair=0.247, adv=2.887, sprd=0.002]
Ep 029/60 [S2:+mat]:   0%|    | 2/444 [00:00<01:37,  4.51it/s, loss=8.473, pair=27.109, adv=2.756, sprd=0.003]
Ep 029/60 [S2:+mat]:   1%|    | 3/444 [00:00<01:35,  4.60it/s, loss=8.473, pair=27.109, adv=2.756, sprd=0.003]
Ep 029/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:35,  4.60it/s, loss=0.964, pair=2.074, adv=2.514, sprd=0.004]
Ep 029/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:22,  5.35it/s, loss=0.964, pair=2.074, adv=2.514, sprd=0.004]
Ep 029/60 [S2:+mat]:   1%|     | 4/444 [00:01<01:22,  5.35it/s, loss=0.459, pair=0.200, adv=2.604, sprd=0.002]
Ep 029/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:24,  5.22it/s, loss=0.459, pair=0.200, adv=2.604, sprd=0.002]
Ep 029/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:24,  5.22it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:18,  5.58it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:18,  5.58it/s, loss=0.362, pair=0.201, adv=2.292, sprd=0.003]
Ep 029/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:20,  5.46it/s, loss=0.362, pair=0.201, adv=2.292, sprd=0.003]
Ep 029/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:20,  5.46it/s, loss=1.960, pair=5.500, adv=2.472, sprd=0.002]
Ep 029/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:14,  5.86it/s, loss=1.960, pair=5.500, adv=2.472, sprd=0.002]
Ep 029/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:14,  5.86it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:20,  5.43it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:20,  5.43it/s, loss=0.336, pair=0.012, adv=2.702, sprd=0.003]
Ep 029/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:13,  5.90it/s, loss=0.336, pair=0.012, adv=2.702, sprd=0.003]
Ep 029/60 [S2:+mat]:   2%|    | 10/444 [00:02<01:13,  5.90it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:19,  5.46it/s, loss=0.201, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:19,  5.46it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:14,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:14,  5.78it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:16,  5.63it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|   | 13/444 [00:02<01:16,  5.63it/s, loss=4.166, pair=12.688, adv=2.796, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:11,  6.00it/s, loss=4.166, pair=12.688, adv=2.796, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:11,  6.00it/s, loss=3.452, pair=10.398, adv=2.712, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|   | 15/444 [00:02<01:17,  5.52it/s, loss=3.452, pair=10.398, adv=2.712, sprd=0.002]
Ep 029/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:17,  5.52it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:14,  5.76it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:14,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:21,  5.21it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   4%|   | 17/444 [00:03<01:21,  5.21it/s, loss=4.336, pair=13.359, adv=2.674, sprd=0.002]
Ep 029/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:17,  5.52it/s, loss=4.336, pair=13.359, adv=2.674, sprd=0.002]
Ep 029/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:17,  5.52it/s, loss=2.791, pair=7.914, adv=2.881, sprd=0.002]
Ep 029/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:22,  5.15it/s, loss=2.791, pair=7.914, adv=2.881, sprd=0.002]
Ep 029/60 [S2:+mat]:   4%|▏  | 19/444 [00:03<01:22,  5.15it/s, loss=4.505, pair=13.922, adv=2.648, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏  | 20/444 [00:03<01:17,  5.50it/s, loss=4.505, pair=13.922, adv=2.648, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:17,  5.50it/s, loss=3.246, pair=9.766, adv=2.582, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:21,  5.19it/s, loss=3.246, pair=9.766, adv=2.582, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 21/444 [00:04<01:21,  5.19it/s, loss=1.165, pair=2.902, adv=2.359, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:16,  5.51it/s, loss=1.165, pair=2.902, adv=2.359, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:16,  5.51it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:20,  5.23it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:20,  5.23it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:15,  5.53it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:15,  5.53it/s, loss=0.385, pair=0.248, adv=2.455, sprd=0.002]
Ep 029/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:21,  5.16it/s, loss=0.385, pair=0.248, adv=2.455, sprd=0.002]
Ep 029/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:21,  5.16it/s, loss=0.579, pair=0.825, adv=2.757, sprd=0.003]
Ep 029/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:16,  5.48it/s, loss=0.579, pair=0.825, adv=2.757, sprd=0.003]
Ep 029/60 [S2:+mat]:   6%|▏   | 26/444 [00:05<01:16,  5.48it/s, loss=1.588, pair=4.250, adv=2.488, sprd=0.002]
Ep 029/60 [S2:+mat]:   6%|▏   | 27/444 [00:05<01:21,  5.10it/s, loss=1.588, pair=4.250, adv=2.488, sprd=0.002]
Ep 029/60 [S2:+mat]:   6%|▏   | 27/444 [00:05<01:21,  5.10it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:16,  5.43it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:16,  5.43it/s, loss=0.369, pair=0.075, adv=2.858, sprd=0.004]
Ep 029/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:21,  5.11it/s, loss=0.369, pair=0.075, adv=2.858, sprd=0.004]
Ep 029/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:21,  5.11it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:15,  5.46it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:15,  5.46it/s, loss=2.230, pair=6.355, adv=2.610, sprd=0.003]
Ep 029/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:19,  5.19it/s, loss=2.230, pair=6.355, adv=2.610, sprd=0.003]
Ep 029/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:19,  5.19it/s, loss=6.314, pair=19.969, adv=2.652, sprd=0.002]
Ep 029/60 [S2:+mat]:   7%|▏  | 32/444 [00:05<01:15,  5.49it/s, loss=6.314, pair=19.969, adv=2.652, sprd=0.002]
Ep 029/60 [S2:+mat]:   7%|▎   | 32/444 [00:06<01:15,  5.49it/s, loss=0.479, pair=0.040, adv=2.598, sprd=0.003]
Ep 029/60 [S2:+mat]:   7%|▎   | 33/444 [00:06<01:22,  4.99it/s, loss=0.479, pair=0.040, adv=2.598, sprd=0.003]
Ep 029/60 [S2:+mat]:   7%|▎   | 33/444 [00:06<01:22,  4.99it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 029/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:16,  5.33it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 029/60 [S2:+mat]:   8%|▏  | 34/444 [00:06<01:16,  5.33it/s, loss=4.285, pair=13.141, adv=2.864, sprd=0.002]
Ep 029/60 [S2:+mat]:   8%|▏  | 35/444 [00:06<01:19,  5.18it/s, loss=4.285, pair=13.141, adv=2.864, sprd=0.002]
Ep 029/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:19,  5.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:14,  5.48it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:   8%|▏  | 36/444 [00:06<01:14,  5.48it/s, loss=4.993, pair=15.516, adv=2.743, sprd=0.004]
Ep 029/60 [S2:+mat]:   8%|▎  | 37/444 [00:06<01:20,  5.04it/s, loss=4.993, pair=15.516, adv=2.743, sprd=0.004]
Ep 029/60 [S2:+mat]:   8%|▎   | 37/444 [00:07<01:20,  5.04it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▎   | 38/444 [00:07<01:15,  5.40it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▎   | 38/444 [00:07<01:15,  5.40it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▎   | 39/444 [00:07<01:21,  4.94it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▎  | 39/444 [00:07<01:21,  4.94it/s, loss=5.799, pair=18.234, adv=2.684, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▎  | 40/444 [00:07<01:14,  5.44it/s, loss=5.799, pair=18.234, adv=2.684, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▎  | 40/444 [00:07<01:14,  5.44it/s, loss=3.376, pair=10.109, adv=2.803, sprd=0.004]
Ep 029/60 [S2:+mat]:   9%|▎  | 41/444 [00:07<01:20,  4.99it/s, loss=3.376, pair=10.109, adv=2.803, sprd=0.004]
Ep 029/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:20,  4.99it/s, loss=0.628, pair=1.036, adv=2.586, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:13,  5.44it/s, loss=0.628, pair=1.036, adv=2.586, sprd=0.003]
Ep 029/60 [S2:+mat]:   9%|▍   | 42/444 [00:08<01:13,  5.44it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 029/60 [S2:+mat]:  10%|▍   | 43/444 [00:08<01:17,  5.19it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 029/60 [S2:+mat]:  10%|▍   | 43/444 [00:08<01:17,  5.19it/s, loss=1.137, pair=2.627, adv=2.808, sprd=0.004]
Ep 029/60 [S2:+mat]:  10%|▍   | 44/444 [00:08<01:12,  5.52it/s, loss=1.137, pair=2.627, adv=2.808, sprd=0.004]
Ep 029/60 [S2:+mat]:  10%|▎  | 44/444 [00:08<01:12,  5.52it/s, loss=5.145, pair=16.094, adv=2.522, sprd=0.003]
Ep 029/60 [S2:+mat]:  10%|▎  | 45/444 [00:08<01:17,  5.13it/s, loss=5.145, pair=16.094, adv=2.522, sprd=0.003]
Ep 029/60 [S2:+mat]:  10%|▍   | 45/444 [00:08<01:17,  5.13it/s, loss=1.857, pair=5.164, adv=2.428, sprd=0.002]
Ep 029/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:12,  5.49it/s, loss=1.857, pair=5.164, adv=2.428, sprd=0.002]
Ep 029/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:12,  5.49it/s, loss=0.812, pair=1.606, adv=2.628, sprd=0.002]
Ep 029/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:13,  5.37it/s, loss=0.812, pair=1.606, adv=2.628, sprd=0.002]
Ep 029/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:13,  5.37it/s, loss=0.395, pair=0.200, adv=2.724, sprd=0.003]
Ep 029/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:08,  5.78it/s, loss=0.395, pair=0.200, adv=2.724, sprd=0.003]
Ep 029/60 [S2:+mat]:  11%|▍   | 48/444 [00:09<01:08,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  11%|▍   | 49/444 [00:09<01:10,  5.58it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  11%|▍   | 49/444 [00:09<01:10,  5.58it/s, loss=0.402, pair=0.242, adv=2.623, sprd=0.003]
Ep 029/60 [S2:+mat]:  11%|▍   | 50/444 [00:09<01:05,  5.99it/s, loss=0.402, pair=0.242, adv=2.623, sprd=0.003]
Ep 029/60 [S2:+mat]:  11%|▍   | 50/444 [00:09<01:05,  5.99it/s, loss=1.050, pair=2.418, adv=2.635, sprd=0.003]
Ep 029/60 [S2:+mat]:  11%|▍   | 51/444 [00:09<01:09,  5.63it/s, loss=1.050, pair=2.418, adv=2.635, sprd=0.003]
Ep 029/60 [S2:+mat]:  11%|▍   | 51/444 [00:09<01:09,  5.63it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:06,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:06,  5.86it/s, loss=0.354, pair=0.000, adv=2.859, sprd=0.003]
Ep 029/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:08,  5.69it/s, loss=0.354, pair=0.000, adv=2.859, sprd=0.003]
Ep 029/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:08,  5.69it/s, loss=0.480, pair=0.380, adv=2.771, sprd=0.005]
Ep 029/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:06,  5.89it/s, loss=0.480, pair=0.380, adv=2.771, sprd=0.005]
Ep 029/60 [S2:+mat]:  12%|▍   | 54/444 [00:10<01:06,  5.89it/s, loss=0.534, pair=0.716, adv=2.532, sprd=0.003]
Ep 029/60 [S2:+mat]:  12%|▍   | 55/444 [00:10<01:10,  5.48it/s, loss=0.534, pair=0.716, adv=2.532, sprd=0.003]
Ep 029/60 [S2:+mat]:  12%|▍   | 55/444 [00:10<01:10,  5.48it/s, loss=2.099, pair=5.941, adv=2.490, sprd=0.002]
Ep 029/60 [S2:+mat]:  13%|▌   | 56/444 [00:10<01:05,  5.88it/s, loss=2.099, pair=5.941, adv=2.490, sprd=0.002]
Ep 029/60 [S2:+mat]:  13%|▍  | 56/444 [00:10<01:05,  5.88it/s, loss=4.078, pair=12.438, adv=2.691, sprd=0.003]
Ep 029/60 [S2:+mat]:  13%|▍  | 57/444 [00:10<01:09,  5.59it/s, loss=4.078, pair=12.438, adv=2.691, sprd=0.003]
Ep 029/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:09,  5.59it/s, loss=0.452, pair=0.387, adv=2.721, sprd=0.002]
Ep 029/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:04,  5.95it/s, loss=0.452, pair=0.387, adv=2.721, sprd=0.002]
Ep 029/60 [S2:+mat]:  13%|▍  | 58/444 [00:10<01:04,  5.95it/s, loss=3.462, pair=10.469, adv=2.621, sprd=0.002]
Ep 029/60 [S2:+mat]:  13%|▍  | 59/444 [00:10<01:09,  5.54it/s, loss=3.462, pair=10.469, adv=2.621, sprd=0.002]
Ep 029/60 [S2:+mat]:  13%|▌   | 59/444 [00:11<01:09,  5.54it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  14%|▌   | 60/444 [00:11<01:06,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  14%|▌   | 60/444 [00:11<01:06,  5.78it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  14%|▌   | 61/444 [00:11<01:11,  5.34it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  14%|▌   | 61/444 [00:11<01:11,  5.34it/s, loss=0.335, pair=0.012, adv=2.709, sprd=0.003]
Ep 029/60 [S2:+mat]:  14%|▌   | 62/444 [00:11<01:06,  5.74it/s, loss=0.335, pair=0.012, adv=2.709, sprd=0.003]
Ep 029/60 [S2:+mat]:  14%|▌   | 62/444 [00:11<01:06,  5.74it/s, loss=1.069, pair=2.492, adv=2.578, sprd=0.002]
Ep 029/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:12,  5.29it/s, loss=1.069, pair=2.492, adv=2.578, sprd=0.002]
Ep 029/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:12,  5.29it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:07,  5.64it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  14%|▌   | 64/444 [00:12<01:07,  5.64it/s, loss=3.252, pair=9.812, adv=2.415, sprd=0.002]
Ep 029/60 [S2:+mat]:  15%|▌   | 65/444 [00:12<01:10,  5.34it/s, loss=3.252, pair=9.812, adv=2.415, sprd=0.002]
Ep 029/60 [S2:+mat]:  15%|▌   | 65/444 [00:12<01:10,  5.34it/s, loss=3.181, pair=9.531, adv=2.572, sprd=0.002]
Ep 029/60 [S2:+mat]:  15%|▌   | 66/444 [00:12<01:05,  5.76it/s, loss=3.181, pair=9.531, adv=2.572, sprd=0.002]
Ep 029/60 [S2:+mat]:  15%|▌   | 66/444 [00:12<01:05,  5.76it/s, loss=0.361, pair=0.106, adv=2.518, sprd=0.003]
Ep 029/60 [S2:+mat]:  15%|▌   | 67/444 [00:12<01:09,  5.39it/s, loss=0.361, pair=0.106, adv=2.518, sprd=0.003]
Ep 029/60 [S2:+mat]:  15%|▌   | 67/444 [00:12<01:09,  5.39it/s, loss=1.561, pair=4.105, adv=2.651, sprd=0.003]
Ep 029/60 [S2:+mat]:  15%|▌   | 68/444 [00:12<01:04,  5.83it/s, loss=1.561, pair=4.105, adv=2.651, sprd=0.003]
Ep 029/60 [S2:+mat]:  15%|▌   | 68/444 [00:12<01:04,  5.83it/s, loss=3.330, pair=9.828, adv=2.746, sprd=0.004]
Ep 029/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:11,  5.24it/s, loss=3.330, pair=9.828, adv=2.746, sprd=0.004]
Ep 029/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:11,  5.24it/s, loss=0.705, pair=1.246, adv=2.686, sprd=0.003]
Ep 029/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:05,  5.71it/s, loss=0.705, pair=1.246, adv=2.686, sprd=0.003]
Ep 029/60 [S2:+mat]:  16%|▋   | 70/444 [00:13<01:05,  5.71it/s, loss=0.330, pair=0.000, adv=2.667, sprd=0.002]
Ep 029/60 [S2:+mat]:  16%|▋   | 71/444 [00:13<01:08,  5.46it/s, loss=0.330, pair=0.000, adv=2.667, sprd=0.002]
Ep 029/60 [S2:+mat]:  16%|▋   | 71/444 [00:13<01:08,  5.46it/s, loss=1.485, pair=3.855, adv=2.648, sprd=0.002]
Ep 029/60 [S2:+mat]:  16%|▋   | 72/444 [00:13<01:03,  5.86it/s, loss=1.485, pair=3.855, adv=2.648, sprd=0.002]
Ep 029/60 [S2:+mat]:  16%|▋   | 72/444 [00:13<01:03,  5.86it/s, loss=0.324, pair=0.059, adv=2.411, sprd=0.002]
Ep 029/60 [S2:+mat]:  16%|▋   | 73/444 [00:13<01:05,  5.67it/s, loss=0.324, pair=0.059, adv=2.411, sprd=0.002]
Ep 029/60 [S2:+mat]:  16%|▋   | 73/444 [00:13<01:05,  5.67it/s, loss=0.488, pair=0.544, adv=2.622, sprd=0.004]
Ep 029/60 [S2:+mat]:  17%|▋   | 74/444 [00:13<01:01,  6.04it/s, loss=0.488, pair=0.544, adv=2.622, sprd=0.004]
Ep 029/60 [S2:+mat]:  17%|▌  | 74/444 [00:13<01:01,  6.04it/s, loss=7.778, pair=24.859, adv=2.545, sprd=0.002]
Ep 029/60 [S2:+mat]:  17%|▌  | 75/444 [00:13<01:05,  5.66it/s, loss=7.778, pair=24.859, adv=2.545, sprd=0.002]
Ep 029/60 [S2:+mat]:  17%|▋   | 75/444 [00:13<01:05,  5.66it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<01:00,  6.07it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  17%|▌  | 76/444 [00:14<01:00,  6.07it/s, loss=3.705, pair=11.328, adv=2.428, sprd=0.002]
Ep 029/60 [S2:+mat]:  17%|▌  | 77/444 [00:14<01:05,  5.58it/s, loss=3.705, pair=11.328, adv=2.428, sprd=0.002]
Ep 029/60 [S2:+mat]:  17%|▋   | 77/444 [00:14<01:05,  5.58it/s, loss=0.410, pair=0.271, adv=2.644, sprd=0.004]
Ep 029/60 [S2:+mat]:  18%|▋   | 78/444 [00:14<01:03,  5.81it/s, loss=0.410, pair=0.271, adv=2.644, sprd=0.004]
Ep 029/60 [S2:+mat]:  18%|▋   | 78/444 [00:14<01:03,  5.81it/s, loss=0.478, pair=0.513, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▋   | 79/444 [00:14<01:08,  5.32it/s, loss=0.478, pair=0.513, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▌  | 79/444 [00:14<01:08,  5.32it/s, loss=6.148, pair=19.328, adv=2.700, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▌  | 80/444 [00:14<01:04,  5.62it/s, loss=6.148, pair=19.328, adv=2.700, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<01:04,  5.62it/s, loss=0.342, pair=0.012, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:07,  5.37it/s, loss=0.342, pair=0.012, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:07,  5.37it/s, loss=0.326, pair=0.000, adv=2.593, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<01:04,  5.65it/s, loss=0.326, pair=0.000, adv=2.593, sprd=0.003]
Ep 029/60 [S2:+mat]:  18%|▋   | 82/444 [00:15<01:04,  5.65it/s, loss=2.314, pair=6.605, adv=2.666, sprd=0.003]
Ep 029/60 [S2:+mat]:  19%|▋   | 83/444 [00:15<01:08,  5.24it/s, loss=2.314, pair=6.605, adv=2.666, sprd=0.003]
Ep 029/60 [S2:+mat]:  19%|▋   | 83/444 [00:15<01:08,  5.24it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  19%|▊   | 84/444 [00:15<01:04,  5.56it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  19%|▊   | 84/444 [00:15<01:04,  5.56it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  19%|▊   | 85/444 [00:15<01:08,  5.24it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  19%|▌  | 85/444 [00:15<01:08,  5.24it/s, loss=4.725, pair=14.703, adv=2.461, sprd=0.002]
Ep 029/60 [S2:+mat]:  19%|▌  | 86/444 [00:15<01:04,  5.56it/s, loss=4.725, pair=14.703, adv=2.461, sprd=0.002]
Ep 029/60 [S2:+mat]:  19%|▊   | 86/444 [00:15<01:04,  5.56it/s, loss=2.378, pair=6.754, adv=2.818, sprd=0.003]
Ep 029/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<01:07,  5.27it/s, loss=2.378, pair=6.754, adv=2.818, sprd=0.003]
Ep 029/60 [S2:+mat]:  20%|▊   | 87/444 [00:16<01:07,  5.27it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  20%|▊   | 88/444 [00:16<01:03,  5.58it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  20%|▊   | 88/444 [00:16<01:03,  5.58it/s, loss=0.331, pair=0.000, adv=2.641, sprd=0.002]
Ep 029/60 [S2:+mat]:  20%|▊   | 89/444 [00:16<01:07,  5.25it/s, loss=0.331, pair=0.000, adv=2.641, sprd=0.002]
Ep 029/60 [S2:+mat]:  20%|▊   | 89/444 [00:16<01:07,  5.25it/s, loss=0.323, pair=0.000, adv=2.630, sprd=0.002]
Ep 029/60 [S2:+mat]:  20%|▊   | 90/444 [00:16<01:03,  5.62it/s, loss=0.323, pair=0.000, adv=2.630, sprd=0.002]
Ep 029/60 [S2:+mat]:  20%|▊   | 90/444 [00:16<01:03,  5.62it/s, loss=0.637, pair=0.169, adv=2.876, sprd=0.003]
Ep 029/60 [S2:+mat]:  20%|▊   | 91/444 [00:16<01:05,  5.43it/s, loss=0.637, pair=0.169, adv=2.876, sprd=0.003]
Ep 029/60 [S2:+mat]:  20%|▊   | 91/444 [00:16<01:05,  5.43it/s, loss=0.531, pair=0.685, adv=2.636, sprd=0.002]
Ep 029/60 [S2:+mat]:  21%|▊   | 92/444 [00:16<01:00,  5.83it/s, loss=0.531, pair=0.685, adv=2.636, sprd=0.002]
Ep 029/60 [S2:+mat]:  21%|▊   | 92/444 [00:17<01:00,  5.83it/s, loss=0.875, pair=1.832, adv=2.554, sprd=0.003]
Ep 029/60 [S2:+mat]:  21%|▊   | 93/444 [00:17<01:05,  5.33it/s, loss=0.875, pair=1.832, adv=2.554, sprd=0.003]
Ep 029/60 [S2:+mat]:  21%|▊   | 93/444 [00:17<01:05,  5.33it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  21%|▊   | 94/444 [00:17<01:01,  5.66it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  21%|▊   | 94/444 [00:17<01:01,  5.66it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  21%|▊   | 95/444 [00:17<01:07,  5.16it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  21%|▊   | 95/444 [00:17<01:07,  5.16it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  22%|▊   | 96/444 [00:17<01:01,  5.64it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  22%|▊   | 96/444 [00:17<01:01,  5.64it/s, loss=2.778, pair=8.234, adv=2.465, sprd=0.002]
Ep 029/60 [S2:+mat]:  22%|▊   | 97/444 [00:17<01:03,  5.42it/s, loss=2.778, pair=8.234, adv=2.465, sprd=0.002]
Ep 029/60 [S2:+mat]:  22%|▊   | 97/444 [00:17<01:03,  5.42it/s, loss=0.360, pair=0.059, adv=2.729, sprd=0.003]
Ep 029/60 [S2:+mat]:  22%|▉   | 98/444 [00:17<01:01,  5.65it/s, loss=0.360, pair=0.059, adv=2.729, sprd=0.003]
Ep 029/60 [S2:+mat]:  22%|▉   | 98/444 [00:18<01:01,  5.65it/s, loss=1.451, pair=3.730, adv=2.696, sprd=0.003]
Ep 029/60 [S2:+mat]:  22%|▉   | 99/444 [00:18<01:07,  5.13it/s, loss=1.451, pair=3.730, adv=2.696, sprd=0.003]
Ep 029/60 [S2:+mat]:  22%|▋  | 99/444 [00:18<01:07,  5.13it/s, loss=4.321, pair=13.328, adv=2.606, sprd=0.002]
Ep 029/60 [S2:+mat]:  23%|▍ | 100/444 [00:18<01:03,  5.44it/s, loss=4.321, pair=13.328, adv=2.606, sprd=0.002]
Ep 029/60 [S2:+mat]:  23%|▋  | 100/444 [00:18<01:03,  5.44it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  23%|▋  | 101/444 [00:18<01:09,  4.90it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  23%|▋  | 101/444 [00:18<01:09,  4.90it/s, loss=3.081, pair=9.172, adv=2.646, sprd=0.002]
Ep 029/60 [S2:+mat]:  23%|▋  | 102/444 [00:18<01:05,  5.23it/s, loss=3.081, pair=9.172, adv=2.646, sprd=0.002]
Ep 029/60 [S2:+mat]:  23%|▋  | 102/444 [00:18<01:05,  5.23it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  23%|▋  | 103/444 [00:18<01:09,  4.92it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  23%|▋  | 103/444 [00:19<01:09,  4.92it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.001]
Ep 029/60 [S2:+mat]:  23%|▋  | 104/444 [00:19<01:04,  5.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.001]
Ep 029/60 [S2:+mat]:  23%|▍ | 104/444 [00:19<01:04,  5.26it/s, loss=5.055, pair=15.719, adv=2.732, sprd=0.002]
Ep 029/60 [S2:+mat]:  24%|▍ | 105/444 [00:19<01:06,  5.07it/s, loss=5.055, pair=15.719, adv=2.732, sprd=0.002]
Ep 029/60 [S2:+mat]:  24%|▋  | 105/444 [00:19<01:06,  5.07it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  24%|▋  | 106/444 [00:19<01:00,  5.59it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  24%|▋  | 106/444 [00:19<01:00,  5.59it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  24%|▋  | 107/444 [00:19<01:01,  5.44it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  24%|▋  | 107/444 [00:19<01:01,  5.44it/s, loss=2.220, pair=6.281, adv=2.728, sprd=0.003]
Ep 029/60 [S2:+mat]:  24%|▋  | 108/444 [00:19<00:57,  5.80it/s, loss=2.220, pair=6.281, adv=2.728, sprd=0.003]
Ep 029/60 [S2:+mat]:  24%|▍ | 108/444 [00:20<00:57,  5.80it/s, loss=7.632, pair=24.359, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  25%|▍ | 109/444 [00:20<01:03,  5.28it/s, loss=7.632, pair=24.359, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  25%|▋  | 109/444 [00:20<01:03,  5.28it/s, loss=2.451, pair=7.109, adv=2.594, sprd=0.002]
Ep 029/60 [S2:+mat]:  25%|▋  | 110/444 [00:20<00:59,  5.60it/s, loss=2.451, pair=7.109, adv=2.594, sprd=0.002]
Ep 029/60 [S2:+mat]:  25%|▋  | 110/444 [00:20<00:59,  5.60it/s, loss=1.308, pair=3.340, adv=2.466, sprd=0.003]
Ep 029/60 [S2:+mat]:  25%|▊  | 111/444 [00:20<01:06,  5.02it/s, loss=1.308, pair=3.340, adv=2.466, sprd=0.003]
Ep 029/60 [S2:+mat]:  25%|▊  | 111/444 [00:20<01:06,  5.02it/s, loss=0.482, pair=0.536, adv=2.524, sprd=0.003]
Ep 029/60 [S2:+mat]:  25%|▊  | 112/444 [00:20<01:02,  5.34it/s, loss=0.482, pair=0.536, adv=2.524, sprd=0.003]
Ep 029/60 [S2:+mat]:  25%|▊  | 112/444 [00:20<01:02,  5.34it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  25%|▊  | 113/444 [00:20<01:02,  5.26it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  25%|▊  | 113/444 [00:20<01:02,  5.26it/s, loss=3.203, pair=9.680, adv=2.280, sprd=0.002]
Ep 029/60 [S2:+mat]:  26%|▊  | 114/444 [00:20<00:58,  5.62it/s, loss=3.203, pair=9.680, adv=2.280, sprd=0.002]
Ep 029/60 [S2:+mat]:  26%|▊  | 114/444 [00:21<00:58,  5.62it/s, loss=0.400, pair=0.161, adv=2.936, sprd=0.003]
Ep 029/60 [S2:+mat]:  26%|▊  | 115/444 [00:21<01:00,  5.43it/s, loss=0.400, pair=0.161, adv=2.936, sprd=0.003]
Ep 029/60 [S2:+mat]:  26%|▌ | 115/444 [00:21<01:00,  5.43it/s, loss=6.079, pair=19.188, adv=2.634, sprd=0.002]
Ep 029/60 [S2:+mat]:  26%|▌ | 116/444 [00:21<00:56,  5.79it/s, loss=6.079, pair=19.188, adv=2.634, sprd=0.002]
Ep 029/60 [S2:+mat]:  26%|▊  | 116/444 [00:21<00:56,  5.79it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  26%|▊  | 117/444 [00:21<00:59,  5.52it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  26%|▌ | 117/444 [00:21<00:59,  5.52it/s, loss=5.536, pair=17.344, adv=2.651, sprd=0.003]
Ep 029/60 [S2:+mat]:  27%|▌ | 118/444 [00:21<00:55,  5.92it/s, loss=5.536, pair=17.344, adv=2.651, sprd=0.003]
Ep 029/60 [S2:+mat]:  27%|▌ | 118/444 [00:21<00:55,  5.92it/s, loss=4.149, pair=12.742, adv=2.630, sprd=0.003]
Ep 029/60 [S2:+mat]:  27%|▌ | 119/444 [00:21<00:58,  5.58it/s, loss=4.149, pair=12.742, adv=2.630, sprd=0.003]
Ep 029/60 [S2:+mat]:  27%|▊  | 119/444 [00:21<00:58,  5.58it/s, loss=2.029, pair=5.664, adv=2.695, sprd=0.002]
Ep 029/60 [S2:+mat]:  27%|▊  | 120/444 [00:21<00:54,  5.98it/s, loss=2.029, pair=5.664, adv=2.695, sprd=0.002]
Ep 029/60 [S2:+mat]:  27%|▊  | 120/444 [00:22<00:54,  5.98it/s, loss=0.320, pair=0.000, adv=2.512, sprd=0.002]
Ep 029/60 [S2:+mat]:  27%|▊  | 121/444 [00:22<00:56,  5.70it/s, loss=0.320, pair=0.000, adv=2.512, sprd=0.002]
Ep 029/60 [S2:+mat]:  27%|▊  | 121/444 [00:22<00:56,  5.70it/s, loss=2.218, pair=6.293, adv=2.706, sprd=0.002]
Ep 029/60 [S2:+mat]:  27%|▊  | 122/444 [00:22<00:52,  6.09it/s, loss=2.218, pair=6.293, adv=2.706, sprd=0.002]
Ep 029/60 [S2:+mat]:  27%|▊  | 122/444 [00:22<00:52,  6.09it/s, loss=2.124, pair=5.980, adv=2.665, sprd=0.002]
Ep 029/60 [S2:+mat]:  28%|▊  | 123/444 [00:22<00:54,  5.85it/s, loss=2.124, pair=5.980, adv=2.665, sprd=0.002]
Ep 029/60 [S2:+mat]:  28%|▊  | 123/444 [00:22<00:54,  5.85it/s, loss=3.329, pair=9.891, adv=2.818, sprd=0.003]
Ep 029/60 [S2:+mat]:  28%|▊  | 124/444 [00:22<00:51,  6.19it/s, loss=3.329, pair=9.891, adv=2.818, sprd=0.003]
Ep 029/60 [S2:+mat]:  28%|▌ | 124/444 [00:22<00:51,  6.19it/s, loss=4.070, pair=12.492, adv=2.543, sprd=0.002]
Ep 029/60 [S2:+mat]:  28%|▌ | 125/444 [00:22<00:55,  5.73it/s, loss=4.070, pair=12.492, adv=2.543, sprd=0.002]
Ep 029/60 [S2:+mat]:  28%|▊  | 125/444 [00:22<00:55,  5.73it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  28%|▊  | 126/444 [00:22<00:51,  6.14it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  28%|▌ | 126/444 [00:23<00:51,  6.14it/s, loss=5.905, pair=18.547, adv=2.698, sprd=0.003]
Ep 029/60 [S2:+mat]:  29%|▌ | 127/444 [00:23<00:55,  5.73it/s, loss=5.905, pair=18.547, adv=2.698, sprd=0.003]
Ep 029/60 [S2:+mat]:  29%|▊  | 127/444 [00:23<00:55,  5.73it/s, loss=0.866, pair=1.824, adv=2.539, sprd=0.002]
Ep 029/60 [S2:+mat]:  29%|▊  | 128/444 [00:23<00:51,  6.11it/s, loss=0.866, pair=1.824, adv=2.539, sprd=0.002]
Ep 029/60 [S2:+mat]:  29%|▊  | 128/444 [00:23<00:51,  6.11it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  29%|▊  | 129/444 [00:23<00:54,  5.80it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  29%|▊  | 129/444 [00:23<00:54,  5.80it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  29%|▉  | 130/444 [00:23<00:52,  5.95it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  29%|▉  | 130/444 [00:23<00:52,  5.95it/s, loss=0.364, pair=0.153, adv=2.565, sprd=0.003]
Ep 029/60 [S2:+mat]:  30%|▉  | 131/444 [00:23<00:55,  5.63it/s, loss=0.364, pair=0.153, adv=2.565, sprd=0.003]
Ep 029/60 [S2:+mat]:  30%|▌ | 131/444 [00:24<00:55,  5.63it/s, loss=4.775, pair=14.742, adv=2.878, sprd=0.006]
Ep 029/60 [S2:+mat]:  30%|▌ | 132/444 [00:24<00:52,  5.89it/s, loss=4.775, pair=14.742, adv=2.878, sprd=0.006]
Ep 029/60 [S2:+mat]:  30%|▌ | 132/444 [00:24<00:52,  5.89it/s, loss=3.691, pair=11.203, adv=2.654, sprd=0.003]
Ep 029/60 [S2:+mat]:  30%|▌ | 133/444 [00:24<00:55,  5.57it/s, loss=3.691, pair=11.203, adv=2.654, sprd=0.003]
Ep 029/60 [S2:+mat]:  30%|▉  | 133/444 [00:24<00:55,  5.57it/s, loss=2.255, pair=6.379, adv=2.819, sprd=0.003]
Ep 029/60 [S2:+mat]:  30%|▉  | 134/444 [00:24<00:52,  5.93it/s, loss=2.255, pair=6.379, adv=2.819, sprd=0.003]
Ep 029/60 [S2:+mat]:  30%|▉  | 134/444 [00:24<00:52,  5.93it/s, loss=0.508, pair=0.434, adv=2.454, sprd=0.002]
Ep 029/60 [S2:+mat]:  30%|▉  | 135/444 [00:24<00:55,  5.57it/s, loss=0.508, pair=0.434, adv=2.454, sprd=0.002]
Ep 029/60 [S2:+mat]:  30%|▉  | 135/444 [00:24<00:55,  5.57it/s, loss=0.899, pair=1.965, adv=2.485, sprd=0.003]
Ep 029/60 [S2:+mat]:  31%|▉  | 136/444 [00:24<00:51,  5.99it/s, loss=0.899, pair=1.965, adv=2.485, sprd=0.003]
Ep 029/60 [S2:+mat]:  31%|▉  | 136/444 [00:24<00:51,  5.99it/s, loss=2.041, pair=5.750, adv=2.473, sprd=0.002]
Ep 029/60 [S2:+mat]:  31%|▉  | 137/444 [00:24<00:54,  5.62it/s, loss=2.041, pair=5.750, adv=2.473, sprd=0.002]
Ep 029/60 [S2:+mat]:  31%|▉  | 137/444 [00:25<00:54,  5.62it/s, loss=1.814, pair=4.945, adv=2.588, sprd=0.005]
Ep 029/60 [S2:+mat]:  31%|▉  | 138/444 [00:25<00:52,  5.85it/s, loss=1.814, pair=4.945, adv=2.588, sprd=0.005]
Ep 029/60 [S2:+mat]:  31%|▉  | 138/444 [00:25<00:52,  5.85it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  31%|▉  | 139/444 [00:25<00:56,  5.43it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  31%|▋ | 139/444 [00:25<00:56,  5.43it/s, loss=6.857, pair=21.797, adv=2.445, sprd=0.005]
Ep 029/60 [S2:+mat]:  32%|▋ | 140/444 [00:25<00:53,  5.68it/s, loss=6.857, pair=21.797, adv=2.445, sprd=0.005]
Ep 029/60 [S2:+mat]:  32%|▉  | 140/444 [00:25<00:53,  5.68it/s, loss=0.398, pair=0.231, adv=2.653, sprd=0.002]
Ep 029/60 [S2:+mat]:  32%|▉  | 141/444 [00:25<00:55,  5.41it/s, loss=0.398, pair=0.231, adv=2.653, sprd=0.002]
Ep 029/60 [S2:+mat]:  32%|▉  | 141/444 [00:25<00:55,  5.41it/s, loss=0.496, pair=0.544, adv=2.677, sprd=0.004]
Ep 029/60 [S2:+mat]:  32%|▉  | 142/444 [00:25<00:51,  5.83it/s, loss=0.496, pair=0.544, adv=2.677, sprd=0.004]
Ep 029/60 [S2:+mat]:  32%|▉  | 142/444 [00:25<00:51,  5.83it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  32%|▉  | 143/444 [00:25<00:53,  5.62it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  32%|▉  | 143/444 [00:26<00:53,  5.62it/s, loss=0.545, pair=0.685, adv=2.700, sprd=0.002]
Ep 029/60 [S2:+mat]:  32%|▉  | 144/444 [00:26<00:49,  6.03it/s, loss=0.545, pair=0.685, adv=2.700, sprd=0.002]
Ep 029/60 [S2:+mat]:  32%|▉  | 144/444 [00:26<00:49,  6.03it/s, loss=1.936, pair=5.375, adv=2.581, sprd=0.004]
Ep 029/60 [S2:+mat]:  33%|▉  | 145/444 [00:26<00:53,  5.58it/s, loss=1.936, pair=5.375, adv=2.581, sprd=0.004]
Ep 029/60 [S2:+mat]:  33%|▉  | 145/444 [00:26<00:53,  5.58it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  33%|▉  | 146/444 [00:26<00:49,  6.03it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  33%|▉  | 146/444 [00:26<00:49,  6.03it/s, loss=2.386, pair=6.945, adv=2.416, sprd=0.003]
Ep 029/60 [S2:+mat]:  33%|▉  | 147/444 [00:26<00:54,  5.43it/s, loss=2.386, pair=6.945, adv=2.416, sprd=0.003]
Ep 029/60 [S2:+mat]:  33%|▉  | 147/444 [00:26<00:54,  5.43it/s, loss=1.012, pair=2.293, adv=2.566, sprd=0.005]
Ep 029/60 [S2:+mat]:  33%|█  | 148/444 [00:26<00:52,  5.68it/s, loss=1.012, pair=2.293, adv=2.566, sprd=0.005]
Ep 029/60 [S2:+mat]:  33%|█  | 148/444 [00:27<00:52,  5.68it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  34%|█  | 149/444 [00:27<00:56,  5.19it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  34%|█  | 149/444 [00:27<00:56,  5.19it/s, loss=0.324, pair=0.000, adv=2.618, sprd=0.005]
Ep 029/60 [S2:+mat]:  34%|█  | 150/444 [00:27<00:53,  5.47it/s, loss=0.324, pair=0.000, adv=2.618, sprd=0.005]
Ep 029/60 [S2:+mat]:  34%|▋ | 150/444 [00:27<00:53,  5.47it/s, loss=7.567, pair=24.141, adv=2.595, sprd=0.003]
Ep 029/60 [S2:+mat]:  34%|▋ | 151/444 [00:27<00:59,  4.96it/s, loss=7.567, pair=24.141, adv=2.595, sprd=0.003]
Ep 029/60 [S2:+mat]:  34%|█  | 151/444 [00:27<00:59,  4.96it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  34%|█  | 152/444 [00:27<00:54,  5.40it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  34%|█  | 152/444 [00:27<00:54,  5.40it/s, loss=0.404, pair=0.269, adv=2.606, sprd=0.003]
Ep 029/60 [S2:+mat]:  34%|█  | 153/444 [00:27<00:56,  5.12it/s, loss=0.404, pair=0.269, adv=2.606, sprd=0.003]
Ep 029/60 [S2:+mat]:  34%|█  | 153/444 [00:28<00:56,  5.12it/s, loss=1.217, pair=2.887, adv=2.805, sprd=0.003]
Ep 029/60 [S2:+mat]:  35%|█  | 154/444 [00:28<00:53,  5.38it/s, loss=1.217, pair=2.887, adv=2.805, sprd=0.003]
Ep 029/60 [S2:+mat]:  35%|▋ | 154/444 [00:28<00:53,  5.38it/s, loss=3.344, pair=10.141, adv=2.369, sprd=0.002]
Ep 029/60 [S2:+mat]:  35%|▋ | 155/444 [00:28<00:56,  5.13it/s, loss=3.344, pair=10.141, adv=2.369, sprd=0.002]
Ep 029/60 [S2:+mat]:  35%|█  | 155/444 [00:28<00:56,  5.13it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  35%|█  | 156/444 [00:28<00:51,  5.55it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  35%|█  | 156/444 [00:28<00:51,  5.55it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  35%|█  | 157/444 [00:28<00:53,  5.37it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  35%|█  | 157/444 [00:28<00:53,  5.37it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  36%|█  | 158/444 [00:28<00:50,  5.64it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  36%|█  | 158/444 [00:28<00:50,  5.64it/s, loss=0.351, pair=0.075, adv=2.708, sprd=0.003]
Ep 029/60 [S2:+mat]:  36%|█  | 159/444 [00:28<00:54,  5.28it/s, loss=0.351, pair=0.075, adv=2.708, sprd=0.003]
Ep 029/60 [S2:+mat]:  36%|▋ | 159/444 [00:29<00:54,  5.28it/s, loss=5.211, pair=16.266, adv=2.710, sprd=0.003]
Ep 029/60 [S2:+mat]:  36%|▋ | 160/444 [00:29<00:51,  5.52it/s, loss=5.211, pair=16.266, adv=2.710, sprd=0.003]
Ep 029/60 [S2:+mat]:  36%|█  | 160/444 [00:29<00:51,  5.52it/s, loss=0.380, pair=0.192, adv=2.645, sprd=0.002]
Ep 029/60 [S2:+mat]:  36%|█  | 161/444 [00:29<00:52,  5.39it/s, loss=0.380, pair=0.192, adv=2.645, sprd=0.002]
Ep 029/60 [S2:+mat]:  36%|█  | 161/444 [00:29<00:52,  5.39it/s, loss=0.314, pair=0.000, adv=2.569, sprd=0.002]
Ep 029/60 [S2:+mat]:  36%|█  | 162/444 [00:29<00:49,  5.73it/s, loss=0.314, pair=0.000, adv=2.569, sprd=0.002]
Ep 029/60 [S2:+mat]:  36%|█  | 162/444 [00:29<00:49,  5.73it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  37%|█  | 163/444 [00:29<00:53,  5.29it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  37%|█  | 163/444 [00:29<00:53,  5.29it/s, loss=0.719, pair=1.325, adv=2.662, sprd=0.002]
Ep 029/60 [S2:+mat]:  37%|█  | 164/444 [00:29<00:49,  5.68it/s, loss=0.719, pair=1.325, adv=2.662, sprd=0.002]
Ep 029/60 [S2:+mat]:  37%|█  | 164/444 [00:30<00:49,  5.68it/s, loss=2.118, pair=5.949, adv=2.746, sprd=0.003]
Ep 029/60 [S2:+mat]:  37%|█  | 165/444 [00:30<00:51,  5.47it/s, loss=2.118, pair=5.949, adv=2.746, sprd=0.003]
Ep 029/60 [S2:+mat]:  37%|█  | 165/444 [00:30<00:51,  5.47it/s, loss=0.376, pair=0.202, adv=2.563, sprd=0.002]
Ep 029/60 [S2:+mat]:  37%|█  | 166/444 [00:30<00:47,  5.89it/s, loss=0.376, pair=0.202, adv=2.563, sprd=0.002]
Ep 029/60 [S2:+mat]:  37%|█  | 166/444 [00:30<00:47,  5.89it/s, loss=0.376, pair=0.137, adv=2.770, sprd=0.002]
Ep 029/60 [S2:+mat]:  38%|█▏ | 167/444 [00:30<00:49,  5.65it/s, loss=0.376, pair=0.137, adv=2.770, sprd=0.002]
Ep 029/60 [S2:+mat]:  38%|█▏ | 167/444 [00:30<00:49,  5.65it/s, loss=0.661, pair=1.162, adv=2.477, sprd=0.002]
Ep 029/60 [S2:+mat]:  38%|█▏ | 168/444 [00:30<00:45,  6.06it/s, loss=0.661, pair=1.162, adv=2.477, sprd=0.002]
Ep 029/60 [S2:+mat]:  38%|█▏ | 168/444 [00:30<00:45,  6.06it/s, loss=0.389, pair=0.000, adv=2.564, sprd=0.002]
Ep 029/60 [S2:+mat]:  38%|█▏ | 169/444 [00:30<00:47,  5.78it/s, loss=0.389, pair=0.000, adv=2.564, sprd=0.002]
Ep 029/60 [S2:+mat]:  38%|▊ | 169/444 [00:30<00:47,  5.78it/s, loss=6.678, pair=21.125, adv=2.808, sprd=0.003]
Ep 029/60 [S2:+mat]:  38%|▊ | 170/444 [00:30<00:44,  6.14it/s, loss=6.678, pair=21.125, adv=2.808, sprd=0.003]
Ep 029/60 [S2:+mat]:  38%|▊ | 170/444 [00:31<00:44,  6.14it/s, loss=3.537, pair=10.703, adv=2.620, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|▊ | 171/444 [00:31<00:46,  5.83it/s, loss=3.537, pair=10.703, adv=2.620, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|█▏ | 171/444 [00:31<00:46,  5.83it/s, loss=0.387, pair=0.130, adv=2.836, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|█▏ | 172/444 [00:31<00:43,  6.19it/s, loss=0.387, pair=0.130, adv=2.836, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|█▏ | 172/444 [00:31<00:43,  6.19it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|█▏ | 173/444 [00:31<00:48,  5.60it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|█▏ | 173/444 [00:31<00:48,  5.60it/s, loss=0.385, pair=0.223, adv=2.606, sprd=0.002]
Ep 029/60 [S2:+mat]:  39%|█▏ | 174/444 [00:31<00:45,  5.94it/s, loss=0.385, pair=0.223, adv=2.606, sprd=0.002]
Ep 029/60 [S2:+mat]:  39%|█▏ | 174/444 [00:31<00:45,  5.94it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|█▏ | 175/444 [00:31<00:50,  5.34it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  39%|█▏ | 175/444 [00:31<00:50,  5.34it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  40%|█▏ | 176/444 [00:31<00:47,  5.61it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  40%|█▏ | 176/444 [00:32<00:47,  5.61it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  40%|█▏ | 177/444 [00:32<00:51,  5.22it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  40%|▊ | 177/444 [00:32<00:51,  5.22it/s, loss=4.077, pair=12.508, adv=2.575, sprd=0.002]
Ep 029/60 [S2:+mat]:  40%|▊ | 178/444 [00:32<00:48,  5.51it/s, loss=4.077, pair=12.508, adv=2.575, sprd=0.002]
Ep 029/60 [S2:+mat]:  40%|█▏ | 178/444 [00:32<00:48,  5.51it/s, loss=2.328, pair=6.703, adv=2.546, sprd=0.002]
Ep 029/60 [S2:+mat]:  40%|█▏ | 179/444 [00:32<00:50,  5.21it/s, loss=2.328, pair=6.703, adv=2.546, sprd=0.002]
Ep 029/60 [S2:+mat]:  40%|█▏ | 179/444 [00:32<00:50,  5.21it/s, loss=0.652, pair=1.091, adv=2.710, sprd=0.002]
Ep 029/60 [S2:+mat]:  41%|█▏ | 180/444 [00:32<00:47,  5.53it/s, loss=0.652, pair=1.091, adv=2.710, sprd=0.002]
Ep 029/60 [S2:+mat]:  41%|█▏ | 180/444 [00:32<00:47,  5.53it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.001]
Ep 029/60 [S2:+mat]:  41%|█▏ | 181/444 [00:32<00:49,  5.30it/s, loss=0.159, pair=0.000, adv=0.000, sprd=0.001]
Ep 029/60 [S2:+mat]:  41%|█▏ | 181/444 [00:33<00:49,  5.30it/s, loss=0.344, pair=0.000, adv=2.796, sprd=0.003]
Ep 029/60 [S2:+mat]:  41%|█▏ | 182/444 [00:33<00:46,  5.62it/s, loss=0.344, pair=0.000, adv=2.796, sprd=0.003]
Ep 029/60 [S2:+mat]:  41%|█▏ | 182/444 [00:33<00:46,  5.62it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  41%|█▏ | 183/444 [00:33<00:50,  5.17it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  41%|█▏ | 183/444 [00:33<00:50,  5.17it/s, loss=1.039, pair=2.387, adv=2.635, sprd=0.002]
Ep 029/60 [S2:+mat]:  41%|█▏ | 184/444 [00:33<00:47,  5.45it/s, loss=1.039, pair=2.387, adv=2.635, sprd=0.002]
Ep 029/60 [S2:+mat]:  41%|█▏ | 184/444 [00:33<00:47,  5.45it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  42%|█▎ | 185/444 [00:33<00:50,  5.10it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  42%|▍| 185/444 [00:33<00:50,  5.10it/s, loss=14.273, pair=46.531, adv=2.541, sprd=0.002]
Ep 029/60 [S2:+mat]:  42%|▍| 186/444 [00:33<00:47,  5.42it/s, loss=14.273, pair=46.531, adv=2.541, sprd=0.002]
Ep 029/60 [S2:+mat]:  42%|█▎ | 186/444 [00:34<00:47,  5.42it/s, loss=3.138, pair=9.422, adv=2.548, sprd=0.002]
Ep 029/60 [S2:+mat]:  42%|█▎ | 187/444 [00:34<00:49,  5.14it/s, loss=3.138, pair=9.422, adv=2.548, sprd=0.002]
Ep 029/60 [S2:+mat]:  42%|█▎ | 187/444 [00:34<00:49,  5.14it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  42%|█▎ | 188/444 [00:34<00:46,  5.45it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  42%|█▎ | 188/444 [00:34<00:46,  5.45it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  43%|█▎ | 189/444 [00:34<00:47,  5.34it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  43%|█▎ | 189/444 [00:34<00:47,  5.34it/s, loss=0.332, pair=0.000, adv=2.736, sprd=0.003]
Ep 029/60 [S2:+mat]:  43%|█▎ | 190/444 [00:34<00:44,  5.72it/s, loss=0.332, pair=0.000, adv=2.736, sprd=0.003]
Ep 029/60 [S2:+mat]:  43%|▊ | 190/444 [00:34<00:44,  5.72it/s, loss=7.217, pair=22.938, adv=2.723, sprd=0.003]
Ep 029/60 [S2:+mat]:  43%|▊ | 191/444 [00:34<00:47,  5.35it/s, loss=7.217, pair=22.938, adv=2.723, sprd=0.003]
Ep 029/60 [S2:+mat]:  43%|█▎ | 191/444 [00:34<00:47,  5.35it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  43%|█▎ | 192/444 [00:34<00:44,  5.72it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  43%|▊ | 192/444 [00:35<00:44,  5.72it/s, loss=3.626, pair=11.016, adv=2.625, sprd=0.002]
Ep 029/60 [S2:+mat]:  43%|▊ | 193/444 [00:35<00:46,  5.38it/s, loss=3.626, pair=11.016, adv=2.625, sprd=0.002]
Ep 029/60 [S2:+mat]:  43%|█▎ | 193/444 [00:35<00:46,  5.38it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|█▎ | 194/444 [00:35<00:43,  5.69it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|█▎ | 194/444 [00:35<00:43,  5.69it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|█▎ | 195/444 [00:35<00:45,  5.47it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|█▎ | 195/444 [00:35<00:45,  5.47it/s, loss=1.312, pair=3.340, adv=2.492, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|█▎ | 196/444 [00:35<00:42,  5.84it/s, loss=1.312, pair=3.340, adv=2.492, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|▉ | 196/444 [00:35<00:42,  5.84it/s, loss=3.677, pair=11.125, adv=2.736, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|▉ | 197/444 [00:35<00:46,  5.33it/s, loss=3.677, pair=11.125, adv=2.736, sprd=0.002]
Ep 029/60 [S2:+mat]:  44%|█▎ | 197/444 [00:35<00:46,  5.33it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  45%|█▎ | 198/444 [00:35<00:43,  5.63it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  45%|█▎ | 198/444 [00:36<00:43,  5.63it/s, loss=0.714, pair=1.216, adv=2.888, sprd=0.003]
Ep 029/60 [S2:+mat]:  45%|█▎ | 199/444 [00:36<00:46,  5.24it/s, loss=0.714, pair=1.216, adv=2.888, sprd=0.003]
Ep 029/60 [S2:+mat]:  45%|█▎ | 199/444 [00:36<00:46,  5.24it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  45%|█▎ | 200/444 [00:36<00:44,  5.53it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  45%|█▎ | 200/444 [00:36<00:44,  5.53it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  45%|█▎ | 201/444 [00:36<00:47,  5.08it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  45%|█▎ | 201/444 [00:36<00:47,  5.08it/s, loss=0.524, pair=0.669, adv=2.644, sprd=0.002]
Ep 029/60 [S2:+mat]:  45%|█▎ | 202/444 [00:36<00:44,  5.42it/s, loss=0.524, pair=0.669, adv=2.644, sprd=0.002]
Ep 029/60 [S2:+mat]:  45%|█▎ | 202/444 [00:36<00:44,  5.42it/s, loss=2.955, pair=8.750, adv=2.706, sprd=0.003]
Ep 029/60 [S2:+mat]:  46%|█▎ | 203/444 [00:36<00:47,  5.09it/s, loss=2.955, pair=8.750, adv=2.706, sprd=0.003]
Ep 029/60 [S2:+mat]:  46%|█▎ | 203/444 [00:37<00:47,  5.09it/s, loss=0.302, pair=0.012, adv=2.375, sprd=0.002]
Ep 029/60 [S2:+mat]:  46%|█▍ | 204/444 [00:37<00:44,  5.44it/s, loss=0.302, pair=0.012, adv=2.375, sprd=0.002]
Ep 029/60 [S2:+mat]:  46%|█▍ | 204/444 [00:37<00:44,  5.44it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  46%|█▍ | 205/444 [00:37<00:46,  5.09it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  46%|█▍ | 205/444 [00:37<00:46,  5.09it/s, loss=0.333, pair=0.000, adv=2.673, sprd=0.002]
Ep 029/60 [S2:+mat]:  46%|█▍ | 206/444 [00:37<00:43,  5.44it/s, loss=0.333, pair=0.000, adv=2.673, sprd=0.002]
Ep 029/60 [S2:+mat]:  46%|█▍ | 206/444 [00:37<00:43,  5.44it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  47%|█▍ | 207/444 [00:37<00:46,  5.08it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  47%|█▍ | 207/444 [00:37<00:46,  5.08it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  47%|█▍ | 208/444 [00:37<00:43,  5.45it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  47%|█▍ | 208/444 [00:38<00:43,  5.45it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  47%|█▍ | 209/444 [00:38<00:45,  5.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  47%|█▍ | 209/444 [00:38<00:45,  5.20it/s, loss=1.483, pair=3.865, adv=2.667, sprd=0.002]
Ep 029/60 [S2:+mat]:  47%|█▍ | 210/444 [00:38<00:41,  5.70it/s, loss=1.483, pair=3.865, adv=2.667, sprd=0.002]
Ep 029/60 [S2:+mat]:  47%|█▍ | 210/444 [00:38<00:41,  5.70it/s, loss=1.185, pair=2.574, adv=2.849, sprd=0.003]
Ep 029/60 [S2:+mat]:  48%|█▍ | 211/444 [00:38<00:45,  5.17it/s, loss=1.185, pair=2.574, adv=2.849, sprd=0.003]
Ep 029/60 [S2:+mat]:  48%|█▍ | 211/444 [00:38<00:45,  5.17it/s, loss=0.446, pair=0.419, adv=2.601, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|█▍ | 212/444 [00:38<00:42,  5.52it/s, loss=0.446, pair=0.419, adv=2.601, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|█▍ | 212/444 [00:38<00:42,  5.52it/s, loss=0.347, pair=0.059, adv=2.639, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|█▍ | 213/444 [00:38<00:43,  5.30it/s, loss=0.347, pair=0.059, adv=2.639, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|█▍ | 213/444 [00:38<00:43,  5.30it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|█▍ | 214/444 [00:38<00:41,  5.57it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|▉ | 214/444 [00:39<00:41,  5.57it/s, loss=6.002, pair=18.875, adv=2.723, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|▉ | 215/444 [00:39<00:43,  5.29it/s, loss=6.002, pair=18.875, adv=2.723, sprd=0.002]
Ep 029/60 [S2:+mat]:  48%|▉ | 215/444 [00:39<00:43,  5.29it/s, loss=6.416, pair=20.328, adv=2.604, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|▉ | 216/444 [00:39<00:40,  5.61it/s, loss=6.416, pair=20.328, adv=2.604, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|█▍ | 216/444 [00:39<00:40,  5.61it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|█▍ | 217/444 [00:39<00:42,  5.34it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|█▍ | 217/444 [00:39<00:42,  5.34it/s, loss=2.195, pair=6.199, adv=2.769, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|█▍ | 218/444 [00:39<00:38,  5.80it/s, loss=2.195, pair=6.199, adv=2.769, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|█▍ | 218/444 [00:39<00:38,  5.80it/s, loss=0.414, pair=0.309, adv=2.553, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|█▍ | 219/444 [00:39<00:41,  5.39it/s, loss=0.414, pair=0.309, adv=2.553, sprd=0.002]
Ep 029/60 [S2:+mat]:  49%|█▍ | 219/444 [00:40<00:41,  5.39it/s, loss=1.558, pair=4.117, adv=2.691, sprd=0.002]
Ep 029/60 [S2:+mat]:  50%|█▍ | 220/444 [00:40<00:38,  5.80it/s, loss=1.558, pair=4.117, adv=2.691, sprd=0.002]
Ep 029/60 [S2:+mat]:  50%|▉ | 220/444 [00:40<00:38,  5.80it/s, loss=5.102, pair=15.859, adv=2.875, sprd=0.003]
Ep 029/60 [S2:+mat]:  50%|▉ | 221/444 [00:40<00:40,  5.46it/s, loss=5.102, pair=15.859, adv=2.875, sprd=0.003]
Ep 029/60 [S2:+mat]:  50%|█▍ | 221/444 [00:40<00:40,  5.46it/s, loss=0.329, pair=0.000, adv=2.759, sprd=0.004]
Ep 029/60 [S2:+mat]:  50%|█▌ | 222/444 [00:40<00:38,  5.71it/s, loss=0.329, pair=0.000, adv=2.759, sprd=0.004]
Ep 029/60 [S2:+mat]:  50%|█▌ | 222/444 [00:40<00:38,  5.71it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  50%|█▌ | 223/444 [00:40<00:40,  5.43it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  50%|█▌ | 223/444 [00:40<00:40,  5.43it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  50%|█▌ | 224/444 [00:40<00:37,  5.85it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  50%|█▌ | 224/444 [00:40<00:37,  5.85it/s, loss=1.570, pair=4.168, adv=2.566, sprd=0.004]
Ep 029/60 [S2:+mat]:  51%|█▌ | 225/444 [00:40<00:39,  5.53it/s, loss=1.570, pair=4.168, adv=2.566, sprd=0.004]
Ep 029/60 [S2:+mat]:  51%|█▌ | 225/444 [00:41<00:39,  5.53it/s, loss=1.950, pair=5.344, adv=2.905, sprd=0.004]
Ep 029/60 [S2:+mat]:  51%|█▌ | 226/444 [00:41<00:38,  5.74it/s, loss=1.950, pair=5.344, adv=2.905, sprd=0.004]
Ep 029/60 [S2:+mat]:  51%|█▌ | 226/444 [00:41<00:38,  5.74it/s, loss=0.321, pair=0.000, adv=2.530, sprd=0.002]
Ep 029/60 [S2:+mat]:  51%|█▌ | 227/444 [00:41<00:39,  5.48it/s, loss=0.321, pair=0.000, adv=2.530, sprd=0.002]
Ep 029/60 [S2:+mat]:  51%|█▌ | 227/444 [00:41<00:39,  5.48it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  51%|█▌ | 228/444 [00:41<00:37,  5.72it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  51%|█▌ | 228/444 [00:41<00:37,  5.72it/s, loss=2.738, pair=8.047, adv=2.663, sprd=0.002]
Ep 029/60 [S2:+mat]:  52%|█▌ | 229/444 [00:41<00:40,  5.35it/s, loss=2.738, pair=8.047, adv=2.663, sprd=0.002]
Ep 029/60 [S2:+mat]:  52%|▌| 229/444 [00:41<00:40,  5.35it/s, loss=10.187, pair=32.875, adv=2.630, sprd=0.003]
Ep 029/60 [S2:+mat]:  52%|▌| 230/444 [00:41<00:37,  5.63it/s, loss=10.187, pair=32.875, adv=2.630, sprd=0.003]
Ep 029/60 [S2:+mat]:  52%|█▌ | 230/444 [00:42<00:37,  5.63it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  52%|█▌ | 231/444 [00:42<00:39,  5.37it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  52%|█▌ | 231/444 [00:42<00:39,  5.37it/s, loss=1.016, pair=2.293, adv=2.570, sprd=0.003]
Ep 029/60 [S2:+mat]:  52%|█▌ | 232/444 [00:42<00:36,  5.76it/s, loss=1.016, pair=2.293, adv=2.570, sprd=0.003]
Ep 029/60 [S2:+mat]:  52%|█▌ | 232/444 [00:42<00:36,  5.76it/s, loss=0.321, pair=0.012, adv=2.537, sprd=0.004]
Ep 029/60 [S2:+mat]:  52%|█▌ | 233/444 [00:42<00:39,  5.31it/s, loss=0.321, pair=0.012, adv=2.537, sprd=0.004]
Ep 029/60 [S2:+mat]:  52%|█▌ | 233/444 [00:42<00:39,  5.31it/s, loss=0.339, pair=0.012, adv=2.746, sprd=0.003]
Ep 029/60 [S2:+mat]:  53%|█▌ | 234/444 [00:42<00:37,  5.62it/s, loss=0.339, pair=0.012, adv=2.746, sprd=0.003]
Ep 029/60 [S2:+mat]:  53%|█ | 234/444 [00:42<00:37,  5.62it/s, loss=4.375, pair=13.484, adv=2.663, sprd=0.003]
Ep 029/60 [S2:+mat]:  53%|█ | 235/444 [00:42<00:39,  5.24it/s, loss=4.375, pair=13.484, adv=2.663, sprd=0.003]
Ep 029/60 [S2:+mat]:  53%|█▌ | 235/444 [00:42<00:39,  5.24it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  53%|█▌ | 236/444 [00:42<00:37,  5.56it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  53%|█▌ | 236/444 [00:43<00:37,  5.56it/s, loss=1.172, pair=2.887, adv=2.492, sprd=0.002]
Ep 029/60 [S2:+mat]:  53%|█▌ | 237/444 [00:43<00:39,  5.25it/s, loss=1.172, pair=2.887, adv=2.492, sprd=0.002]
Ep 029/60 [S2:+mat]:  53%|█▌ | 237/444 [00:43<00:39,  5.25it/s, loss=0.449, pair=0.356, adv=2.840, sprd=0.003]
Ep 029/60 [S2:+mat]:  54%|█▌ | 238/444 [00:43<00:37,  5.55it/s, loss=0.449, pair=0.356, adv=2.840, sprd=0.003]
Ep 029/60 [S2:+mat]:  54%|█▌ | 238/444 [00:43<00:37,  5.55it/s, loss=2.183, pair=6.227, adv=2.538, sprd=0.003]
Ep 029/60 [S2:+mat]:  54%|█▌ | 239/444 [00:43<00:39,  5.18it/s, loss=2.183, pair=6.227, adv=2.538, sprd=0.003]
Ep 029/60 [S2:+mat]:  54%|█▌ | 239/444 [00:43<00:39,  5.18it/s, loss=0.540, pair=0.747, adv=2.501, sprd=0.002]
Ep 029/60 [S2:+mat]:  54%|█▌ | 240/444 [00:43<00:36,  5.61it/s, loss=0.540, pair=0.747, adv=2.501, sprd=0.002]
Ep 029/60 [S2:+mat]:  54%|█▌ | 240/444 [00:43<00:36,  5.61it/s, loss=2.472, pair=7.109, adv=2.828, sprd=0.003]
Ep 029/60 [S2:+mat]:  54%|█▋ | 241/444 [00:43<00:37,  5.40it/s, loss=2.472, pair=7.109, adv=2.828, sprd=0.003]
Ep 029/60 [S2:+mat]:  54%|█ | 241/444 [00:44<00:37,  5.40it/s, loss=3.541, pair=10.641, adv=2.891, sprd=0.003]
Ep 029/60 [S2:+mat]:  55%|█ | 242/444 [00:44<00:34,  5.86it/s, loss=3.541, pair=10.641, adv=2.891, sprd=0.003]
Ep 029/60 [S2:+mat]:  55%|█▋ | 242/444 [00:44<00:34,  5.86it/s, loss=2.612, pair=7.422, adv=2.521, sprd=0.002]
Ep 029/60 [S2:+mat]:  55%|█▋ | 243/444 [00:44<00:36,  5.57it/s, loss=2.612, pair=7.422, adv=2.521, sprd=0.002]
Ep 029/60 [S2:+mat]:  55%|█▋ | 243/444 [00:44<00:36,  5.57it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  55%|█▋ | 244/444 [00:44<00:34,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  55%|█▋ | 244/444 [00:44<00:34,  5.80it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  55%|█▋ | 245/444 [00:44<00:37,  5.37it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  55%|█▋ | 245/444 [00:44<00:37,  5.37it/s, loss=2.666, pair=7.812, adv=2.654, sprd=0.002]
Ep 029/60 [S2:+mat]:  55%|█▋ | 246/444 [00:44<00:33,  5.84it/s, loss=2.666, pair=7.812, adv=2.654, sprd=0.002]
Ep 029/60 [S2:+mat]:  55%|█▋ | 246/444 [00:44<00:33,  5.84it/s, loss=1.475, pair=3.793, adv=2.692, sprd=0.004]
Ep 029/60 [S2:+mat]:  56%|█▋ | 247/444 [00:44<00:35,  5.47it/s, loss=1.475, pair=3.793, adv=2.692, sprd=0.004]
Ep 029/60 [S2:+mat]:  56%|█▋ | 247/444 [00:45<00:35,  5.47it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  56%|█▋ | 248/444 [00:45<00:34,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  56%|█ | 248/444 [00:45<00:34,  5.74it/s, loss=3.707, pair=11.172, adv=2.893, sprd=0.006]
Ep 029/60 [S2:+mat]:  56%|█ | 249/444 [00:45<00:36,  5.31it/s, loss=3.707, pair=11.172, adv=2.893, sprd=0.006]
Ep 029/60 [S2:+mat]:  56%|█▋ | 249/444 [00:45<00:36,  5.31it/s, loss=2.212, pair=6.324, adv=2.595, sprd=0.002]
Ep 029/60 [S2:+mat]:  56%|█▋ | 250/444 [00:45<00:34,  5.69it/s, loss=2.212, pair=6.324, adv=2.595, sprd=0.002]
Ep 029/60 [S2:+mat]:  56%|█▋ | 250/444 [00:45<00:34,  5.69it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  57%|█▋ | 251/444 [00:45<00:36,  5.27it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  57%|█▋ | 251/444 [00:45<00:36,  5.27it/s, loss=1.197, pair=2.910, adv=2.690, sprd=0.004]
Ep 029/60 [S2:+mat]:  57%|█▋ | 252/444 [00:45<00:34,  5.52it/s, loss=1.197, pair=2.910, adv=2.690, sprd=0.004]
Ep 029/60 [S2:+mat]:  57%|█▏| 252/444 [00:46<00:34,  5.52it/s, loss=3.596, pair=10.859, adv=2.800, sprd=0.004]
Ep 029/60 [S2:+mat]:  57%|█▏| 253/444 [00:46<00:35,  5.35it/s, loss=3.596, pair=10.859, adv=2.800, sprd=0.004]
Ep 029/60 [S2:+mat]:  57%|█▋ | 253/444 [00:46<00:35,  5.35it/s, loss=3.299, pair=9.867, adv=2.757, sprd=0.004]
Ep 029/60 [S2:+mat]:  57%|█▋ | 254/444 [00:46<00:33,  5.75it/s, loss=3.299, pair=9.867, adv=2.757, sprd=0.004]
Ep 029/60 [S2:+mat]:  57%|█▋ | 254/444 [00:46<00:33,  5.75it/s, loss=0.834, pair=1.685, adv=2.671, sprd=0.003]
Ep 029/60 [S2:+mat]:  57%|█▋ | 255/444 [00:46<00:33,  5.57it/s, loss=0.834, pair=1.685, adv=2.671, sprd=0.003]
Ep 029/60 [S2:+mat]:  57%|█▋ | 255/444 [00:46<00:33,  5.57it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  58%|█▋ | 256/444 [00:46<00:32,  5.81it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  58%|█▋ | 256/444 [00:46<00:32,  5.81it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  58%|█▋ | 257/444 [00:46<00:34,  5.35it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  58%|█▏| 257/444 [00:46<00:34,  5.35it/s, loss=9.379, pair=30.219, adv=2.546, sprd=0.002]
Ep 029/60 [S2:+mat]:  58%|█▏| 258/444 [00:46<00:33,  5.60it/s, loss=9.379, pair=30.219, adv=2.546, sprd=0.002]
Ep 029/60 [S2:+mat]:  58%|█▏| 258/444 [00:47<00:33,  5.60it/s, loss=5.855, pair=18.453, adv=2.558, sprd=0.003]
Ep 029/60 [S2:+mat]:  58%|█▏| 259/444 [00:47<00:34,  5.33it/s, loss=5.855, pair=18.453, adv=2.558, sprd=0.003]
Ep 029/60 [S2:+mat]:  58%|█▊ | 259/444 [00:47<00:34,  5.33it/s, loss=0.301, pair=0.000, adv=2.441, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 260/444 [00:47<00:31,  5.81it/s, loss=0.301, pair=0.000, adv=2.441, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 260/444 [00:47<00:31,  5.81it/s, loss=3.284, pair=9.938, adv=2.448, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 261/444 [00:47<00:33,  5.46it/s, loss=3.284, pair=9.938, adv=2.448, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 261/444 [00:47<00:33,  5.46it/s, loss=2.902, pair=8.641, adv=2.556, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 262/444 [00:47<00:31,  5.79it/s, loss=2.902, pair=8.641, adv=2.556, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 262/444 [00:47<00:31,  5.79it/s, loss=3.302, pair=9.953, adv=2.573, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 263/444 [00:47<00:34,  5.32it/s, loss=3.302, pair=9.953, adv=2.573, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 263/444 [00:47<00:34,  5.32it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 264/444 [00:47<00:32,  5.57it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  59%|█▊ | 264/444 [00:48<00:32,  5.57it/s, loss=0.478, pair=0.325, adv=2.496, sprd=0.002]
Ep 029/60 [S2:+mat]:  60%|█▊ | 265/444 [00:48<00:33,  5.31it/s, loss=0.478, pair=0.325, adv=2.496, sprd=0.002]
Ep 029/60 [S2:+mat]:  60%|█▊ | 265/444 [00:48<00:33,  5.31it/s, loss=2.175, pair=6.258, adv=2.402, sprd=0.002]
Ep 029/60 [S2:+mat]:  60%|█▊ | 266/444 [00:48<00:31,  5.59it/s, loss=2.175, pair=6.258, adv=2.402, sprd=0.002]
Ep 029/60 [S2:+mat]:  60%|█▊ | 266/444 [00:48<00:31,  5.59it/s, loss=0.559, pair=0.825, adv=2.506, sprd=0.002]
Ep 029/60 [S2:+mat]:  60%|█▊ | 267/444 [00:48<00:34,  5.16it/s, loss=0.559, pair=0.825, adv=2.506, sprd=0.002]
Ep 029/60 [S2:+mat]:  60%|█▊ | 267/444 [00:48<00:34,  5.16it/s, loss=1.721, pair=4.605, adv=2.771, sprd=0.003]
Ep 029/60 [S2:+mat]:  60%|█▊ | 268/444 [00:48<00:32,  5.46it/s, loss=1.721, pair=4.605, adv=2.771, sprd=0.003]
Ep 029/60 [S2:+mat]:  60%|█▊ | 268/444 [00:48<00:32,  5.46it/s, loss=0.350, pair=0.075, adv=2.691, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 269/444 [00:48<00:33,  5.20it/s, loss=0.350, pair=0.075, adv=2.691, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 269/444 [00:49<00:33,  5.20it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  61%|█▊ | 270/444 [00:49<00:31,  5.51it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  61%|█▊ | 270/444 [00:49<00:31,  5.51it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 271/444 [00:49<00:32,  5.28it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 271/444 [00:49<00:32,  5.28it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 272/444 [00:49<00:29,  5.75it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 272/444 [00:49<00:29,  5.75it/s, loss=0.339, pair=0.075, adv=2.610, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 273/444 [00:49<00:31,  5.45it/s, loss=0.339, pair=0.075, adv=2.610, sprd=0.002]
Ep 029/60 [S2:+mat]:  61%|█▊ | 273/444 [00:49<00:31,  5.45it/s, loss=2.204, pair=6.191, adv=2.788, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 274/444 [00:49<00:29,  5.83it/s, loss=2.204, pair=6.191, adv=2.788, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 274/444 [00:50<00:29,  5.83it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 275/444 [00:50<00:31,  5.39it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 275/444 [00:50<00:31,  5.39it/s, loss=0.328, pair=0.000, adv=2.721, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 276/444 [00:50<00:29,  5.67it/s, loss=0.328, pair=0.000, adv=2.721, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 276/444 [00:50<00:29,  5.67it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 277/444 [00:50<00:30,  5.46it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  62%|█▊ | 277/444 [00:50<00:30,  5.46it/s, loss=1.428, pair=3.652, adv=2.821, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 278/444 [00:50<00:28,  5.86it/s, loss=1.428, pair=3.652, adv=2.821, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 278/444 [00:50<00:28,  5.86it/s, loss=2.278, pair=6.480, adv=2.687, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 279/444 [00:50<00:30,  5.41it/s, loss=2.278, pair=6.480, adv=2.687, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 279/444 [00:50<00:30,  5.41it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 280/444 [00:50<00:28,  5.68it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 280/444 [00:51<00:28,  5.68it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 281/444 [00:51<00:29,  5.46it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  63%|█▉ | 281/444 [00:51<00:29,  5.46it/s, loss=3.043, pair=9.016, adv=2.752, sprd=0.003]
Ep 029/60 [S2:+mat]:  64%|█▉ | 282/444 [00:51<00:27,  5.86it/s, loss=3.043, pair=9.016, adv=2.752, sprd=0.003]
Ep 029/60 [S2:+mat]:  64%|█▉ | 282/444 [00:51<00:27,  5.86it/s, loss=0.750, pair=1.481, adv=2.405, sprd=0.002]
Ep 029/60 [S2:+mat]:  64%|█▉ | 283/444 [00:51<00:29,  5.55it/s, loss=0.750, pair=1.481, adv=2.405, sprd=0.002]
Ep 029/60 [S2:+mat]:  64%|█▉ | 283/444 [00:51<00:29,  5.55it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  64%|█▉ | 284/444 [00:51<00:26,  6.00it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  64%|█▉ | 284/444 [00:51<00:26,  6.00it/s, loss=0.383, pair=0.137, adv=2.813, sprd=0.004]
Ep 029/60 [S2:+mat]:  64%|█▉ | 285/444 [00:51<00:28,  5.57it/s, loss=0.383, pair=0.137, adv=2.813, sprd=0.004]
Ep 029/60 [S2:+mat]:  64%|█▉ | 285/444 [00:51<00:28,  5.57it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  64%|█▉ | 286/444 [00:51<00:26,  5.99it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  64%|█▎| 286/444 [00:52<00:26,  5.99it/s, loss=4.665, pair=14.391, adv=2.862, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▎| 287/444 [00:52<00:27,  5.73it/s, loss=4.665, pair=14.391, adv=2.862, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▎| 287/444 [00:52<00:27,  5.73it/s, loss=7.994, pair=25.266, adv=2.713, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▎| 288/444 [00:52<00:25,  6.03it/s, loss=7.994, pair=25.266, adv=2.713, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▉ | 288/444 [00:52<00:25,  6.03it/s, loss=0.342, pair=0.028, adv=2.702, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▉ | 289/444 [00:52<00:27,  5.70it/s, loss=0.342, pair=0.028, adv=2.702, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▉ | 289/444 [00:52<00:27,  5.70it/s, loss=1.125, pair=2.668, adv=2.613, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▉ | 290/444 [00:52<00:27,  5.69it/s, loss=1.125, pair=2.668, adv=2.613, sprd=0.002]
Ep 029/60 [S2:+mat]:  65%|█▉ | 290/444 [00:52<00:27,  5.69it/s, loss=0.387, pair=0.122, adv=2.908, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 291/444 [00:52<00:27,  5.50it/s, loss=0.387, pair=0.122, adv=2.908, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 291/444 [00:52<00:27,  5.50it/s, loss=1.863, pair=5.172, adv=2.564, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 292/444 [00:52<00:25,  5.88it/s, loss=1.863, pair=5.172, adv=2.564, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 292/444 [00:53<00:25,  5.88it/s, loss=0.278, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 293/444 [00:53<00:26,  5.61it/s, loss=0.278, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 293/444 [00:53<00:26,  5.61it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 294/444 [00:53<00:24,  6.03it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 294/444 [00:53<00:24,  6.03it/s, loss=3.345, pair=9.703, adv=2.618, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 295/444 [00:53<00:25,  5.81it/s, loss=3.345, pair=9.703, adv=2.618, sprd=0.002]
Ep 029/60 [S2:+mat]:  66%|█▉ | 295/444 [00:53<00:25,  5.81it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 296/444 [00:53<00:24,  6.12it/s, loss=0.183, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 296/444 [00:53<00:24,  6.12it/s, loss=0.335, pair=0.044, adv=2.673, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 297/444 [00:53<00:25,  5.72it/s, loss=0.335, pair=0.044, adv=2.673, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 297/444 [00:53<00:25,  5.72it/s, loss=1.911, pair=5.293, adv=2.609, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 298/444 [00:53<00:24,  6.07it/s, loss=1.911, pair=5.293, adv=2.609, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 298/444 [00:54<00:24,  6.07it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 299/444 [00:54<00:24,  5.88it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  67%|██ | 299/444 [00:54<00:24,  5.88it/s, loss=2.110, pair=6.023, adv=2.387, sprd=0.002]
Ep 029/60 [S2:+mat]:  68%|██ | 300/444 [00:54<00:23,  6.24it/s, loss=2.110, pair=6.023, adv=2.387, sprd=0.002]
Ep 029/60 [S2:+mat]:  68%|█▎| 300/444 [00:54<00:23,  6.24it/s, loss=7.027, pair=22.344, adv=2.664, sprd=0.002]
Ep 029/60 [S2:+mat]:  68%|█▎| 301/444 [00:54<00:25,  5.67it/s, loss=7.027, pair=22.344, adv=2.664, sprd=0.002]
Ep 029/60 [S2:+mat]:  68%|██ | 301/444 [00:54<00:25,  5.67it/s, loss=0.330, pair=0.000, adv=2.652, sprd=0.003]
Ep 029/60 [S2:+mat]:  68%|██ | 302/444 [00:54<00:23,  6.09it/s, loss=0.330, pair=0.000, adv=2.652, sprd=0.003]
Ep 029/60 [S2:+mat]:  68%|██ | 302/444 [00:54<00:23,  6.09it/s, loss=1.251, pair=3.012, adv=2.805, sprd=0.002]
Ep 029/60 [S2:+mat]:  68%|██ | 303/444 [00:54<00:24,  5.71it/s, loss=1.251, pair=3.012, adv=2.805, sprd=0.002]
Ep 029/60 [S2:+mat]:  68%|██ | 303/444 [00:54<00:24,  5.71it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  68%|██ | 304/444 [00:54<00:23,  6.04it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  68%|██ | 304/444 [00:55<00:23,  6.04it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|██ | 305/444 [00:55<00:23,  5.85it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|██ | 305/444 [00:55<00:23,  5.85it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|██ | 306/444 [00:55<00:22,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|██ | 306/444 [00:55<00:22,  6.13it/s, loss=0.475, pair=0.513, adv=2.567, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|██ | 307/444 [00:55<00:23,  5.84it/s, loss=0.475, pair=0.513, adv=2.567, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|█▍| 307/444 [00:55<00:23,  5.84it/s, loss=5.586, pair=17.547, adv=2.639, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|█▍| 308/444 [00:55<00:22,  6.14it/s, loss=5.586, pair=17.547, adv=2.639, sprd=0.002]
Ep 029/60 [S2:+mat]:  69%|██ | 308/444 [00:55<00:22,  6.14it/s, loss=0.368, pair=0.091, adv=2.796, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|██ | 309/444 [00:55<00:23,  5.68it/s, loss=0.368, pair=0.091, adv=2.796, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|██ | 309/444 [00:56<00:23,  5.68it/s, loss=0.348, pair=0.098, adv=2.601, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|██ | 310/444 [00:56<00:22,  6.08it/s, loss=0.348, pair=0.098, adv=2.601, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|█▍| 310/444 [00:56<00:22,  6.08it/s, loss=4.715, pair=14.633, adv=2.727, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|█▍| 311/444 [00:56<00:22,  5.82it/s, loss=4.715, pair=14.633, adv=2.727, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|██ | 311/444 [00:56<00:22,  5.82it/s, loss=0.692, pair=1.262, adv=2.543, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|██ | 312/444 [00:56<00:21,  6.20it/s, loss=0.692, pair=1.262, adv=2.543, sprd=0.002]
Ep 029/60 [S2:+mat]:  70%|██ | 312/444 [00:56<00:21,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  70%|██ | 313/444 [00:56<00:22,  5.77it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  70%|██ | 313/444 [00:56<00:22,  5.77it/s, loss=2.503, pair=7.273, adv=2.664, sprd=0.003]
Ep 029/60 [S2:+mat]:  71%|██ | 314/444 [00:56<00:21,  6.06it/s, loss=2.503, pair=7.273, adv=2.664, sprd=0.003]
Ep 029/60 [S2:+mat]:  71%|██ | 314/444 [00:56<00:21,  6.06it/s, loss=0.549, pair=0.700, adv=2.819, sprd=0.002]
Ep 029/60 [S2:+mat]:  71%|██▏| 315/444 [00:56<00:22,  5.86it/s, loss=0.549, pair=0.700, adv=2.819, sprd=0.002]
Ep 029/60 [S2:+mat]:  71%|█▍| 315/444 [00:57<00:22,  5.86it/s, loss=3.552, pair=10.680, adv=2.818, sprd=0.003]
Ep 029/60 [S2:+mat]:  71%|█▍| 316/444 [00:57<00:20,  6.19it/s, loss=3.552, pair=10.680, adv=2.818, sprd=0.003]
Ep 029/60 [S2:+mat]:  71%|██▏| 316/444 [00:57<00:20,  6.19it/s, loss=0.919, pair=1.950, adv=2.685, sprd=0.002]
Ep 029/60 [S2:+mat]:  71%|██▏| 317/444 [00:57<00:21,  5.87it/s, loss=0.919, pair=1.950, adv=2.685, sprd=0.002]
Ep 029/60 [S2:+mat]:  71%|██▏| 317/444 [00:57<00:21,  5.87it/s, loss=0.377, pair=0.137, adv=2.814, sprd=0.003]
Ep 029/60 [S2:+mat]:  72%|██▏| 318/444 [00:57<00:20,  6.24it/s, loss=0.377, pair=0.137, adv=2.814, sprd=0.003]
Ep 029/60 [S2:+mat]:  72%|██▏| 318/444 [00:57<00:20,  6.24it/s, loss=1.067, pair=2.434, adv=2.781, sprd=0.002]
Ep 029/60 [S2:+mat]:  72%|██▏| 319/444 [00:57<00:21,  5.86it/s, loss=1.067, pair=2.434, adv=2.781, sprd=0.002]
Ep 029/60 [S2:+mat]:  72%|██▏| 319/444 [00:57<00:21,  5.86it/s, loss=3.102, pair=9.203, adv=2.780, sprd=0.002]
Ep 029/60 [S2:+mat]:  72%|██▏| 320/444 [00:57<00:19,  6.24it/s, loss=3.102, pair=9.203, adv=2.780, sprd=0.002]
Ep 029/60 [S2:+mat]:  72%|██▏| 320/444 [00:57<00:19,  6.24it/s, loss=0.622, pair=0.888, adv=2.966, sprd=0.003]
Ep 029/60 [S2:+mat]:  72%|██▏| 321/444 [00:57<00:20,  5.87it/s, loss=0.622, pair=0.888, adv=2.966, sprd=0.003]
Ep 029/60 [S2:+mat]:  72%|█▍| 321/444 [00:58<00:20,  5.87it/s, loss=4.094, pair=12.516, adv=2.814, sprd=0.003]
Ep 029/60 [S2:+mat]:  73%|█▍| 322/444 [00:58<00:20,  6.01it/s, loss=4.094, pair=12.516, adv=2.814, sprd=0.003]
Ep 029/60 [S2:+mat]:  73%|██▏| 322/444 [00:58<00:20,  6.01it/s, loss=1.024, pair=2.293, adv=2.747, sprd=0.003]
Ep 029/60 [S2:+mat]:  73%|██▏| 323/444 [00:58<00:21,  5.68it/s, loss=1.024, pair=2.293, adv=2.747, sprd=0.003]
Ep 029/60 [S2:+mat]:  73%|██▏| 323/444 [00:58<00:21,  5.68it/s, loss=2.412, pair=6.938, adv=2.782, sprd=0.002]
Ep 029/60 [S2:+mat]:  73%|██▏| 324/444 [00:58<00:19,  6.01it/s, loss=2.412, pair=6.938, adv=2.782, sprd=0.002]
Ep 029/60 [S2:+mat]:  73%|██▏| 324/444 [00:58<00:19,  6.01it/s, loss=2.873, pair=8.453, adv=2.816, sprd=0.003]
Ep 029/60 [S2:+mat]:  73%|██▏| 325/444 [00:58<00:21,  5.66it/s, loss=2.873, pair=8.453, adv=2.816, sprd=0.003]
Ep 029/60 [S2:+mat]:  73%|██▏| 325/444 [00:58<00:21,  5.66it/s, loss=1.064, pair=2.449, adv=2.690, sprd=0.002]
Ep 029/60 [S2:+mat]:  73%|██▏| 326/444 [00:58<00:19,  6.07it/s, loss=1.064, pair=2.449, adv=2.690, sprd=0.002]
Ep 029/60 [S2:+mat]:  73%|██▏| 326/444 [00:58<00:19,  6.07it/s, loss=2.819, pair=8.312, adv=2.625, sprd=0.002]
Ep 029/60 [S2:+mat]:  74%|██▏| 327/444 [00:58<00:20,  5.64it/s, loss=2.819, pair=8.312, adv=2.625, sprd=0.002]
Ep 029/60 [S2:+mat]:  74%|██▏| 327/444 [00:59<00:20,  5.64it/s, loss=3.191, pair=9.547, adv=2.687, sprd=0.003]
Ep 029/60 [S2:+mat]:  74%|██▏| 328/444 [00:59<00:20,  5.79it/s, loss=3.191, pair=9.547, adv=2.687, sprd=0.003]
Ep 029/60 [S2:+mat]:  74%|██▏| 328/444 [00:59<00:20,  5.79it/s, loss=1.160, pair=2.699, adv=2.814, sprd=0.003]
Ep 029/60 [S2:+mat]:  74%|██▏| 329/444 [00:59<00:20,  5.51it/s, loss=1.160, pair=2.699, adv=2.814, sprd=0.003]
Ep 029/60 [S2:+mat]:  74%|██▏| 329/444 [00:59<00:20,  5.51it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  74%|██▏| 330/444 [00:59<00:19,  5.84it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  74%|██▏| 330/444 [00:59<00:19,  5.84it/s, loss=0.712, pair=1.294, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  75%|██▏| 331/444 [00:59<00:21,  5.24it/s, loss=0.712, pair=1.294, adv=2.625, sprd=0.003]
Ep 029/60 [S2:+mat]:  75%|██▏| 331/444 [00:59<00:21,  5.24it/s, loss=1.577, pair=4.105, adv=2.789, sprd=0.002]
Ep 029/60 [S2:+mat]:  75%|██▏| 332/444 [00:59<00:20,  5.52it/s, loss=1.577, pair=4.105, adv=2.789, sprd=0.002]
Ep 029/60 [S2:+mat]:  75%|██▏| 332/444 [01:00<00:20,  5.52it/s, loss=0.400, pair=0.194, adv=2.818, sprd=0.005]
Ep 029/60 [S2:+mat]:  75%|██▎| 333/444 [01:00<00:21,  5.05it/s, loss=0.400, pair=0.194, adv=2.818, sprd=0.005]
Ep 029/60 [S2:+mat]:  75%|██▎| 333/444 [01:00<00:21,  5.05it/s, loss=0.334, pair=0.083, adv=2.556, sprd=0.004]
Ep 029/60 [S2:+mat]:  75%|██▎| 334/444 [01:00<00:20,  5.41it/s, loss=0.334, pair=0.083, adv=2.556, sprd=0.004]
Ep 029/60 [S2:+mat]:  75%|█▌| 334/444 [01:00<00:20,  5.41it/s, loss=5.345, pair=16.703, adv=2.691, sprd=0.004]
Ep 029/60 [S2:+mat]:  75%|█▌| 335/444 [01:00<00:20,  5.22it/s, loss=5.345, pair=16.703, adv=2.691, sprd=0.004]
Ep 029/60 [S2:+mat]:  75%|██▎| 335/444 [01:00<00:20,  5.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  76%|██▎| 336/444 [01:00<00:19,  5.59it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  76%|██▎| 336/444 [01:00<00:19,  5.59it/s, loss=2.179, pair=6.184, adv=2.665, sprd=0.003]
Ep 029/60 [S2:+mat]:  76%|██▎| 337/444 [01:00<00:20,  5.23it/s, loss=2.179, pair=6.184, adv=2.665, sprd=0.003]
Ep 029/60 [S2:+mat]:  76%|██▎| 337/444 [01:00<00:20,  5.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  76%|██▎| 338/444 [01:00<00:19,  5.54it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  76%|██▎| 338/444 [01:01<00:19,  5.54it/s, loss=1.950, pair=5.355, adv=2.782, sprd=0.004]
Ep 029/60 [S2:+mat]:  76%|██▎| 339/444 [01:01<00:20,  5.06it/s, loss=1.950, pair=5.355, adv=2.782, sprd=0.004]
Ep 029/60 [S2:+mat]:  76%|██▎| 339/444 [01:01<00:20,  5.06it/s, loss=0.553, pair=0.747, adv=2.716, sprd=0.002]
Ep 029/60 [S2:+mat]:  77%|██▎| 340/444 [01:01<00:19,  5.37it/s, loss=0.553, pair=0.747, adv=2.716, sprd=0.002]
Ep 029/60 [S2:+mat]:  77%|██▎| 340/444 [01:01<00:19,  5.37it/s, loss=1.140, pair=2.668, adv=2.698, sprd=0.004]
Ep 029/60 [S2:+mat]:  77%|██▎| 341/444 [01:01<00:20,  4.91it/s, loss=1.140, pair=2.668, adv=2.698, sprd=0.004]
Ep 029/60 [S2:+mat]:  77%|██▎| 341/444 [01:01<00:20,  4.91it/s, loss=0.328, pair=0.000, adv=2.706, sprd=0.003]
Ep 029/60 [S2:+mat]:  77%|██▎| 342/444 [01:01<00:19,  5.26it/s, loss=0.328, pair=0.000, adv=2.706, sprd=0.003]
Ep 029/60 [S2:+mat]:  77%|█▌| 342/444 [01:01<00:19,  5.26it/s, loss=3.769, pair=11.484, adv=2.611, sprd=0.002]
Ep 029/60 [S2:+mat]:  77%|█▌| 343/444 [01:01<00:19,  5.07it/s, loss=3.769, pair=11.484, adv=2.611, sprd=0.002]
Ep 029/60 [S2:+mat]:  77%|██▎| 343/444 [01:02<00:19,  5.07it/s, loss=0.408, pair=0.262, adv=2.670, sprd=0.004]
Ep 029/60 [S2:+mat]:  77%|██▎| 344/444 [01:02<00:18,  5.35it/s, loss=0.408, pair=0.262, adv=2.670, sprd=0.004]
Ep 029/60 [S2:+mat]:  77%|██▎| 344/444 [01:02<00:18,  5.35it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  78%|██▎| 345/444 [01:02<00:19,  5.08it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  78%|██▎| 345/444 [01:02<00:19,  5.08it/s, loss=2.651, pair=7.805, adv=2.549, sprd=0.002]
Ep 029/60 [S2:+mat]:  78%|██▎| 346/444 [01:02<00:18,  5.39it/s, loss=2.651, pair=7.805, adv=2.549, sprd=0.002]
Ep 029/60 [S2:+mat]:  78%|██▎| 346/444 [01:02<00:18,  5.39it/s, loss=0.885, pair=1.856, adv=2.651, sprd=0.002]
Ep 029/60 [S2:+mat]:  78%|██▎| 347/444 [01:02<00:19,  5.09it/s, loss=0.885, pair=1.856, adv=2.651, sprd=0.002]
Ep 029/60 [S2:+mat]:  78%|█▌| 347/444 [01:02<00:19,  5.09it/s, loss=5.540, pair=17.344, adv=2.727, sprd=0.003]
Ep 029/60 [S2:+mat]:  78%|█▌| 348/444 [01:02<00:17,  5.42it/s, loss=5.540, pair=17.344, adv=2.727, sprd=0.003]
Ep 029/60 [S2:+mat]:  78%|█▌| 348/444 [01:03<00:17,  5.42it/s, loss=5.000, pair=15.477, adv=2.924, sprd=0.003]
Ep 029/60 [S2:+mat]:  79%|█▌| 349/444 [01:03<00:18,  5.17it/s, loss=5.000, pair=15.477, adv=2.924, sprd=0.003]
Ep 029/60 [S2:+mat]:  79%|██▎| 349/444 [01:03<00:18,  5.17it/s, loss=2.664, pair=7.754, adv=2.743, sprd=0.005]
Ep 029/60 [S2:+mat]:  79%|██▎| 350/444 [01:03<00:17,  5.50it/s, loss=2.664, pair=7.754, adv=2.743, sprd=0.005]
Ep 029/60 [S2:+mat]:  79%|██▎| 350/444 [01:03<00:17,  5.50it/s, loss=0.676, pair=1.153, adv=2.654, sprd=0.005]
Ep 029/60 [S2:+mat]:  79%|██▎| 351/444 [01:03<00:18,  5.05it/s, loss=0.676, pair=1.153, adv=2.654, sprd=0.005]
Ep 029/60 [S2:+mat]:  79%|██▎| 351/444 [01:03<00:18,  5.05it/s, loss=0.394, pair=0.200, adv=2.715, sprd=0.003]
Ep 029/60 [S2:+mat]:  79%|██▍| 352/444 [01:03<00:16,  5.45it/s, loss=0.394, pair=0.200, adv=2.715, sprd=0.003]
Ep 029/60 [S2:+mat]:  79%|██▍| 352/444 [01:03<00:16,  5.45it/s, loss=0.590, pair=0.810, adv=2.852, sprd=0.004]
Ep 029/60 [S2:+mat]:  80%|██▍| 353/444 [01:03<00:18,  5.03it/s, loss=0.590, pair=0.810, adv=2.852, sprd=0.004]
Ep 029/60 [S2:+mat]:  80%|██▍| 353/444 [01:03<00:18,  5.03it/s, loss=2.261, pair=6.438, adv=2.657, sprd=0.005]
Ep 029/60 [S2:+mat]:  80%|██▍| 354/444 [01:03<00:16,  5.45it/s, loss=2.261, pair=6.438, adv=2.657, sprd=0.005]
Ep 029/60 [S2:+mat]:  80%|██▍| 354/444 [01:04<00:16,  5.45it/s, loss=1.393, pair=3.574, adv=2.599, sprd=0.003]
Ep 029/60 [S2:+mat]:  80%|██▍| 355/444 [01:04<00:17,  5.10it/s, loss=1.393, pair=3.574, adv=2.599, sprd=0.003]
Ep 029/60 [S2:+mat]:  80%|██▍| 355/444 [01:04<00:17,  5.10it/s, loss=3.060, pair=9.156, adv=2.419, sprd=0.002]
Ep 029/60 [S2:+mat]:  80%|██▍| 356/444 [01:04<00:16,  5.40it/s, loss=3.060, pair=9.156, adv=2.419, sprd=0.002]
Ep 029/60 [S2:+mat]:  80%|██▍| 356/444 [01:04<00:16,  5.40it/s, loss=2.333, pair=6.648, adv=2.740, sprd=0.002]
Ep 029/60 [S2:+mat]:  80%|██▍| 357/444 [01:04<00:16,  5.24it/s, loss=2.333, pair=6.648, adv=2.740, sprd=0.002]
Ep 029/60 [S2:+mat]:  80%|██▍| 357/444 [01:04<00:16,  5.24it/s, loss=0.797, pair=1.638, adv=2.431, sprd=0.003]
Ep 029/60 [S2:+mat]:  81%|██▍| 358/444 [01:04<00:15,  5.52it/s, loss=0.797, pair=1.638, adv=2.431, sprd=0.003]
Ep 029/60 [S2:+mat]:  81%|██▍| 358/444 [01:04<00:15,  5.52it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  81%|██▍| 359/444 [01:04<00:16,  5.13it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  81%|██▍| 359/444 [01:05<00:16,  5.13it/s, loss=0.394, pair=0.162, adv=2.865, sprd=0.002]
Ep 029/60 [S2:+mat]:  81%|██▍| 360/444 [01:05<00:15,  5.56it/s, loss=0.394, pair=0.162, adv=2.865, sprd=0.002]
Ep 029/60 [S2:+mat]:  81%|██▍| 360/444 [01:05<00:15,  5.56it/s, loss=3.236, pair=9.688, adv=2.673, sprd=0.002]
Ep 029/60 [S2:+mat]:  81%|██▍| 361/444 [01:05<00:15,  5.32it/s, loss=3.236, pair=9.688, adv=2.673, sprd=0.002]
Ep 029/60 [S2:+mat]:  81%|██▍| 361/444 [01:05<00:15,  5.32it/s, loss=2.756, pair=8.078, adv=2.653, sprd=0.003]
Ep 029/60 [S2:+mat]:  82%|██▍| 362/444 [01:05<00:14,  5.78it/s, loss=2.756, pair=8.078, adv=2.653, sprd=0.003]
Ep 029/60 [S2:+mat]:  82%|█▋| 362/444 [01:05<00:14,  5.78it/s, loss=4.513, pair=13.859, adv=2.912, sprd=0.005]
Ep 029/60 [S2:+mat]:  82%|█▋| 363/444 [01:05<00:14,  5.42it/s, loss=4.513, pair=13.859, adv=2.912, sprd=0.005]
Ep 029/60 [S2:+mat]:  82%|██▍| 363/444 [01:05<00:14,  5.42it/s, loss=0.323, pair=0.000, adv=2.592, sprd=0.002]
Ep 029/60 [S2:+mat]:  82%|██▍| 364/444 [01:05<00:13,  5.86it/s, loss=0.323, pair=0.000, adv=2.592, sprd=0.002]
Ep 029/60 [S2:+mat]:  82%|██▍| 364/444 [01:06<00:13,  5.86it/s, loss=0.426, pair=0.325, adv=2.681, sprd=0.003]
Ep 029/60 [S2:+mat]:  82%|██▍| 365/444 [01:06<00:14,  5.61it/s, loss=0.426, pair=0.325, adv=2.681, sprd=0.003]
Ep 029/60 [S2:+mat]:  82%|██▍| 365/444 [01:06<00:14,  5.61it/s, loss=0.357, pair=0.012, adv=2.943, sprd=0.003]
Ep 029/60 [S2:+mat]:  82%|██▍| 366/444 [01:06<00:13,  5.91it/s, loss=0.357, pair=0.012, adv=2.943, sprd=0.003]
Ep 029/60 [S2:+mat]:  82%|██▍| 366/444 [01:06<00:13,  5.91it/s, loss=0.147, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  83%|██▍| 367/444 [01:06<00:13,  5.64it/s, loss=0.147, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  83%|██▍| 367/444 [01:06<00:13,  5.64it/s, loss=1.985, pair=5.547, adv=2.596, sprd=0.003]
Ep 029/60 [S2:+mat]:  83%|██▍| 368/444 [01:06<00:12,  6.02it/s, loss=1.985, pair=5.547, adv=2.596, sprd=0.003]
Ep 029/60 [S2:+mat]:  83%|██▍| 368/444 [01:06<00:12,  6.02it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  83%|██▍| 369/444 [01:06<00:13,  5.68it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  83%|██▍| 369/444 [01:06<00:13,  5.68it/s, loss=0.715, pair=1.325, adv=2.593, sprd=0.002]
Ep 029/60 [S2:+mat]:  83%|██▌| 370/444 [01:06<00:12,  6.09it/s, loss=0.715, pair=1.325, adv=2.593, sprd=0.002]
Ep 029/60 [S2:+mat]:  83%|██▌| 370/444 [01:07<00:12,  6.09it/s, loss=2.040, pair=5.543, adv=3.096, sprd=0.003]
Ep 029/60 [S2:+mat]:  84%|██▌| 371/444 [01:07<00:12,  5.84it/s, loss=2.040, pair=5.543, adv=3.096, sprd=0.003]
Ep 029/60 [S2:+mat]:  84%|██▌| 371/444 [01:07<00:12,  5.84it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  84%|██▌| 372/444 [01:07<00:11,  6.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  84%|█▋| 372/444 [01:07<00:11,  6.24it/s, loss=6.713, pair=21.016, adv=2.760, sprd=0.003]
Ep 029/60 [S2:+mat]:  84%|█▋| 373/444 [01:07<00:11,  5.98it/s, loss=6.713, pair=21.016, adv=2.760, sprd=0.003]
Ep 029/60 [S2:+mat]:  84%|█▋| 373/444 [01:07<00:11,  5.98it/s, loss=6.244, pair=19.703, adv=2.680, sprd=0.003]
Ep 029/60 [S2:+mat]:  84%|█▋| 374/444 [01:07<00:11,  6.33it/s, loss=6.244, pair=19.703, adv=2.680, sprd=0.003]
Ep 029/60 [S2:+mat]:  84%|██▌| 374/444 [01:07<00:11,  6.33it/s, loss=0.566, pair=0.833, adv=2.577, sprd=0.002]
Ep 029/60 [S2:+mat]:  84%|██▌| 375/444 [01:07<00:11,  6.04it/s, loss=0.566, pair=0.833, adv=2.577, sprd=0.002]
Ep 029/60 [S2:+mat]:  84%|██▌| 375/444 [01:07<00:11,  6.04it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 376/444 [01:07<00:10,  6.20it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 376/444 [01:08<00:10,  6.20it/s, loss=2.769, pair=8.078, adv=2.893, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 377/444 [01:08<00:11,  5.74it/s, loss=2.769, pair=8.078, adv=2.893, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 377/444 [01:08<00:11,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 378/444 [01:08<00:10,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 378/444 [01:08<00:10,  6.13it/s, loss=0.436, pair=0.341, adv=2.622, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 379/444 [01:08<00:11,  5.59it/s, loss=0.436, pair=0.341, adv=2.622, sprd=0.003]
Ep 029/60 [S2:+mat]:  85%|██▌| 379/444 [01:08<00:11,  5.59it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 029/60 [S2:+mat]:  86%|██▌| 380/444 [01:08<00:10,  5.90it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.005]
Ep 029/60 [S2:+mat]:  86%|██▌| 380/444 [01:08<00:10,  5.90it/s, loss=1.987, pair=5.480, adv=2.884, sprd=0.002]
Ep 029/60 [S2:+mat]:  86%|██▌| 381/444 [01:08<00:11,  5.46it/s, loss=1.987, pair=5.480, adv=2.884, sprd=0.002]
Ep 029/60 [S2:+mat]:  86%|██▌| 381/444 [01:08<00:11,  5.46it/s, loss=1.775, pair=4.750, adv=2.872, sprd=0.003]
Ep 029/60 [S2:+mat]:  86%|██▌| 382/444 [01:08<00:10,  5.69it/s, loss=1.775, pair=4.750, adv=2.872, sprd=0.003]
Ep 029/60 [S2:+mat]:  86%|██▌| 382/444 [01:09<00:10,  5.69it/s, loss=0.364, pair=0.075, adv=2.780, sprd=0.003]
Ep 029/60 [S2:+mat]:  86%|██▌| 383/444 [01:09<00:11,  5.40it/s, loss=0.364, pair=0.075, adv=2.780, sprd=0.003]
Ep 029/60 [S2:+mat]:  86%|██▌| 383/444 [01:09<00:11,  5.40it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  86%|██▌| 384/444 [01:09<00:10,  5.77it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  86%|██▌| 384/444 [01:09<00:10,  5.77it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  87%|██▌| 385/444 [01:09<00:11,  5.23it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  87%|██▌| 385/444 [01:09<00:11,  5.23it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  87%|██▌| 386/444 [01:09<00:10,  5.51it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  87%|██▌| 386/444 [01:09<00:10,  5.51it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  87%|██▌| 387/444 [01:09<00:11,  5.02it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  87%|██▌| 387/444 [01:10<00:11,  5.02it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  87%|██▌| 388/444 [01:10<00:10,  5.35it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  87%|██▌| 388/444 [01:10<00:10,  5.35it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  88%|██▋| 389/444 [01:10<00:10,  5.26it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  88%|█▊| 389/444 [01:10<00:10,  5.26it/s, loss=5.952, pair=18.734, adv=2.727, sprd=0.003]
Ep 029/60 [S2:+mat]:  88%|█▊| 390/444 [01:10<00:09,  5.57it/s, loss=5.952, pair=18.734, adv=2.727, sprd=0.003]
Ep 029/60 [S2:+mat]:  88%|██▋| 390/444 [01:10<00:09,  5.57it/s, loss=0.941, pair=1.919, adv=3.002, sprd=0.003]
Ep 029/60 [S2:+mat]:  88%|██▋| 391/444 [01:10<00:10,  5.25it/s, loss=0.941, pair=1.919, adv=3.002, sprd=0.003]
Ep 029/60 [S2:+mat]:  88%|██▋| 391/444 [01:10<00:10,  5.25it/s, loss=0.521, pair=0.616, adv=2.664, sprd=0.003]
Ep 029/60 [S2:+mat]:  88%|██▋| 392/444 [01:10<00:09,  5.56it/s, loss=0.521, pair=0.616, adv=2.664, sprd=0.003]
Ep 029/60 [S2:+mat]:  88%|██▋| 392/444 [01:10<00:09,  5.56it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  89%|██▋| 393/444 [01:10<00:09,  5.20it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  89%|██▋| 393/444 [01:11<00:09,  5.20it/s, loss=1.473, pair=3.777, adv=2.826, sprd=0.003]
Ep 029/60 [S2:+mat]:  89%|██▋| 394/444 [01:11<00:09,  5.49it/s, loss=1.473, pair=3.777, adv=2.826, sprd=0.003]
Ep 029/60 [S2:+mat]:  89%|██▋| 394/444 [01:11<00:09,  5.49it/s, loss=0.736, pair=1.310, adv=2.715, sprd=0.005]
Ep 029/60 [S2:+mat]:  89%|██▋| 395/444 [01:11<00:09,  5.10it/s, loss=0.736, pair=1.310, adv=2.715, sprd=0.005]
Ep 029/60 [S2:+mat]:  89%|██▋| 395/444 [01:11<00:09,  5.10it/s, loss=1.299, pair=3.160, adv=2.884, sprd=0.004]
Ep 029/60 [S2:+mat]:  89%|██▋| 396/444 [01:11<00:08,  5.53it/s, loss=1.299, pair=3.160, adv=2.884, sprd=0.004]
Ep 029/60 [S2:+mat]:  89%|██▋| 396/444 [01:11<00:08,  5.53it/s, loss=3.226, pair=9.641, adv=2.668, sprd=0.003]
Ep 029/60 [S2:+mat]:  89%|██▋| 397/444 [01:11<00:09,  5.22it/s, loss=3.226, pair=9.641, adv=2.668, sprd=0.003]
Ep 029/60 [S2:+mat]:  89%|█▊| 397/444 [01:11<00:09,  5.22it/s, loss=7.538, pair=23.984, adv=2.862, sprd=0.003]
Ep 029/60 [S2:+mat]:  90%|█▊| 398/444 [01:11<00:08,  5.70it/s, loss=7.538, pair=23.984, adv=2.862, sprd=0.003]
Ep 029/60 [S2:+mat]:  90%|█▊| 398/444 [01:12<00:08,  5.70it/s, loss=4.243, pair=13.031, adv=2.619, sprd=0.002]
Ep 029/60 [S2:+mat]:  90%|█▊| 399/444 [01:12<00:08,  5.44it/s, loss=4.243, pair=13.031, adv=2.619, sprd=0.002]
Ep 029/60 [S2:+mat]:  90%|█▊| 399/444 [01:12<00:08,  5.44it/s, loss=3.361, pair=10.109, adv=2.584, sprd=0.002]
Ep 029/60 [S2:+mat]:  90%|█▊| 400/444 [01:12<00:07,  5.89it/s, loss=3.361, pair=10.109, adv=2.584, sprd=0.002]
Ep 029/60 [S2:+mat]:  90%|██▋| 400/444 [01:12<00:07,  5.89it/s, loss=0.428, pair=0.200, adv=2.801, sprd=0.005]
Ep 029/60 [S2:+mat]:  90%|██▋| 401/444 [01:12<00:07,  5.43it/s, loss=0.428, pair=0.200, adv=2.801, sprd=0.005]
Ep 029/60 [S2:+mat]:  90%|██▋| 401/444 [01:12<00:07,  5.43it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  91%|██▋| 402/444 [01:12<00:07,  5.65it/s, loss=0.117, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  91%|██▋| 402/444 [01:12<00:07,  5.65it/s, loss=0.391, pair=0.247, adv=2.553, sprd=0.002]
Ep 029/60 [S2:+mat]:  91%|██▋| 403/444 [01:12<00:07,  5.23it/s, loss=0.391, pair=0.247, adv=2.553, sprd=0.002]
Ep 029/60 [S2:+mat]:  91%|██▋| 403/444 [01:12<00:07,  5.23it/s, loss=1.067, pair=2.480, adv=2.673, sprd=0.003]
Ep 029/60 [S2:+mat]:  91%|██▋| 404/444 [01:12<00:07,  5.49it/s, loss=1.067, pair=2.480, adv=2.673, sprd=0.003]
Ep 029/60 [S2:+mat]:  91%|█▊| 404/444 [01:13<00:07,  5.49it/s, loss=7.371, pair=23.438, adv=2.773, sprd=0.003]
Ep 029/60 [S2:+mat]:  91%|█▊| 405/444 [01:13<00:07,  5.18it/s, loss=7.371, pair=23.438, adv=2.773, sprd=0.003]
Ep 029/60 [S2:+mat]:  91%|██▋| 405/444 [01:13<00:07,  5.18it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.006]
Ep 029/60 [S2:+mat]:  91%|██▋| 406/444 [01:13<00:06,  5.49it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.006]
Ep 029/60 [S2:+mat]:  91%|██▋| 406/444 [01:13<00:06,  5.49it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  92%|██▊| 407/444 [01:13<00:07,  5.26it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  92%|██▊| 407/444 [01:13<00:07,  5.26it/s, loss=2.075, pair=5.820, adv=2.680, sprd=0.003]
Ep 029/60 [S2:+mat]:  92%|██▊| 408/444 [01:13<00:06,  5.74it/s, loss=2.075, pair=5.820, adv=2.680, sprd=0.003]
Ep 029/60 [S2:+mat]:  92%|██▊| 408/444 [01:13<00:06,  5.74it/s, loss=1.810, pair=4.887, adv=2.810, sprd=0.004]
Ep 029/60 [S2:+mat]:  92%|██▊| 409/444 [01:13<00:06,  5.55it/s, loss=1.810, pair=4.887, adv=2.810, sprd=0.004]
Ep 029/60 [S2:+mat]:  92%|██▊| 409/444 [01:14<00:06,  5.55it/s, loss=0.927, pair=2.074, adv=2.438, sprd=0.004]
Ep 029/60 [S2:+mat]:  92%|██▊| 410/444 [01:14<00:05,  5.78it/s, loss=0.927, pair=2.074, adv=2.438, sprd=0.004]
Ep 029/60 [S2:+mat]:  92%|██▊| 410/444 [01:14<00:05,  5.78it/s, loss=0.784, pair=1.544, adv=2.570, sprd=0.003]
Ep 029/60 [S2:+mat]:  93%|██▊| 411/444 [01:14<00:06,  5.28it/s, loss=0.784, pair=1.544, adv=2.570, sprd=0.003]
Ep 029/60 [S2:+mat]:  93%|██▊| 411/444 [01:14<00:06,  5.28it/s, loss=1.297, pair=3.199, adv=2.815, sprd=0.002]
Ep 029/60 [S2:+mat]:  93%|██▊| 412/444 [01:14<00:05,  5.54it/s, loss=1.297, pair=3.199, adv=2.815, sprd=0.002]
Ep 029/60 [S2:+mat]:  93%|██▊| 412/444 [01:14<00:05,  5.54it/s, loss=2.670, pair=7.828, adv=2.558, sprd=0.002]
Ep 029/60 [S2:+mat]:  93%|██▊| 413/444 [01:14<00:05,  5.38it/s, loss=2.670, pair=7.828, adv=2.558, sprd=0.002]
Ep 029/60 [S2:+mat]:  93%|█▊| 413/444 [01:14<00:05,  5.38it/s, loss=4.087, pair=12.555, adv=2.587, sprd=0.002]
Ep 029/60 [S2:+mat]:  93%|█▊| 414/444 [01:14<00:05,  5.82it/s, loss=4.087, pair=12.555, adv=2.587, sprd=0.002]
Ep 029/60 [S2:+mat]:  93%|██▊| 414/444 [01:14<00:05,  5.82it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  93%|██▊| 415/444 [01:14<00:05,  5.63it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  93%|██▊| 415/444 [01:15<00:05,  5.63it/s, loss=0.394, pair=0.278, adv=2.409, sprd=0.002]
Ep 029/60 [S2:+mat]:  94%|██▊| 416/444 [01:15<00:04,  6.05it/s, loss=0.394, pair=0.278, adv=2.409, sprd=0.002]
Ep 029/60 [S2:+mat]:  94%|██▊| 416/444 [01:15<00:04,  6.05it/s, loss=0.485, pair=0.481, adv=2.736, sprd=0.004]
Ep 029/60 [S2:+mat]:  94%|██▊| 417/444 [01:15<00:04,  5.62it/s, loss=0.485, pair=0.481, adv=2.736, sprd=0.004]
Ep 029/60 [S2:+mat]:  94%|██▊| 417/444 [01:15<00:04,  5.62it/s, loss=1.926, pair=5.293, adv=2.816, sprd=0.003]
Ep 029/60 [S2:+mat]:  94%|██▊| 418/444 [01:15<00:04,  6.02it/s, loss=1.926, pair=5.293, adv=2.816, sprd=0.003]
Ep 029/60 [S2:+mat]:  94%|██▊| 418/444 [01:15<00:04,  6.02it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  94%|██▊| 419/444 [01:15<00:04,  5.76it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.003]
Ep 029/60 [S2:+mat]:  94%|██▊| 419/444 [01:15<00:04,  5.76it/s, loss=0.526, pair=0.653, adv=2.697, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|██▊| 420/444 [01:15<00:03,  6.13it/s, loss=0.526, pair=0.653, adv=2.697, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|██▊| 420/444 [01:15<00:03,  6.13it/s, loss=1.414, pair=3.584, adv=2.774, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|██▊| 421/444 [01:15<00:04,  5.54it/s, loss=1.414, pair=3.584, adv=2.774, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|██▊| 421/444 [01:16<00:04,  5.54it/s, loss=0.332, pair=0.012, adv=2.674, sprd=0.004]
Ep 029/60 [S2:+mat]:  95%|██▊| 422/444 [01:16<00:03,  5.93it/s, loss=0.332, pair=0.012, adv=2.674, sprd=0.004]
Ep 029/60 [S2:+mat]:  95%|██▊| 422/444 [01:16<00:03,  5.93it/s, loss=0.990, pair=2.002, adv=2.708, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|██▊| 423/444 [01:16<00:03,  5.67it/s, loss=0.990, pair=2.002, adv=2.708, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|█▉| 423/444 [01:16<00:03,  5.67it/s, loss=4.430, pair=13.625, adv=2.876, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|█▉| 424/444 [01:16<00:03,  6.08it/s, loss=4.430, pair=13.625, adv=2.876, sprd=0.003]
Ep 029/60 [S2:+mat]:  95%|██▊| 424/444 [01:16<00:03,  6.08it/s, loss=1.907, pair=5.270, adv=2.635, sprd=0.002]
Ep 029/60 [S2:+mat]:  96%|██▊| 425/444 [01:16<00:03,  5.87it/s, loss=1.907, pair=5.270, adv=2.635, sprd=0.002]
Ep 029/60 [S2:+mat]:  96%|█▉| 425/444 [01:16<00:03,  5.87it/s, loss=5.413, pair=16.922, adv=2.736, sprd=0.003]
Ep 029/60 [S2:+mat]:  96%|█▉| 426/444 [01:16<00:02,  6.25it/s, loss=5.413, pair=16.922, adv=2.736, sprd=0.003]
Ep 029/60 [S2:+mat]:  96%|██▉| 426/444 [01:16<00:02,  6.25it/s, loss=1.860, pair=5.074, adv=2.708, sprd=0.003]
Ep 029/60 [S2:+mat]:  96%|██▉| 427/444 [01:16<00:02,  5.93it/s, loss=1.860, pair=5.074, adv=2.708, sprd=0.003]
Ep 029/60 [S2:+mat]:  96%|██▉| 427/444 [01:17<00:02,  5.93it/s, loss=0.321, pair=0.000, adv=2.631, sprd=0.002]
Ep 029/60 [S2:+mat]:  96%|██▉| 428/444 [01:17<00:02,  6.30it/s, loss=0.321, pair=0.000, adv=2.631, sprd=0.002]
Ep 029/60 [S2:+mat]:  96%|██▉| 428/444 [01:17<00:02,  6.30it/s, loss=2.209, pair=6.293, adv=2.647, sprd=0.002]
Ep 029/60 [S2:+mat]:  97%|██▉| 429/444 [01:17<00:02,  5.84it/s, loss=2.209, pair=6.293, adv=2.647, sprd=0.002]
Ep 029/60 [S2:+mat]:  97%|██▉| 429/444 [01:17<00:02,  5.84it/s, loss=1.902, pair=5.289, adv=2.583, sprd=0.002]
Ep 029/60 [S2:+mat]:  97%|██▉| 430/444 [01:17<00:02,  6.20it/s, loss=1.902, pair=5.289, adv=2.583, sprd=0.002]
Ep 029/60 [S2:+mat]:  97%|██▉| 430/444 [01:17<00:02,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  97%|██▉| 431/444 [01:17<00:02,  5.84it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  97%|██▉| 431/444 [01:17<00:02,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  97%|██▉| 432/444 [01:17<00:01,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]:  97%|██▉| 432/444 [01:17<00:01,  6.24it/s, loss=0.324, pair=0.000, adv=2.667, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 433/444 [01:17<00:01,  6.01it/s, loss=0.324, pair=0.000, adv=2.667, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 433/444 [01:18<00:01,  6.01it/s, loss=1.715, pair=4.629, adv=2.663, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 434/444 [01:18<00:01,  6.33it/s, loss=1.715, pair=4.629, adv=2.663, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 434/444 [01:18<00:01,  6.33it/s, loss=2.673, pair=7.789, adv=2.718, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 435/444 [01:18<00:01,  5.99it/s, loss=2.673, pair=7.789, adv=2.718, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 435/444 [01:18<00:01,  5.99it/s, loss=0.637, pair=0.981, adv=2.827, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 436/444 [01:18<00:01,  6.33it/s, loss=0.637, pair=0.981, adv=2.827, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 436/444 [01:18<00:01,  6.33it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 437/444 [01:18<00:01,  5.97it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 029/60 [S2:+mat]:  98%|██▉| 437/444 [01:18<00:01,  5.97it/s, loss=0.377, pair=0.012, adv=3.009, sprd=0.004]
Ep 029/60 [S2:+mat]:  99%|██▉| 438/444 [01:18<00:00,  6.32it/s, loss=0.377, pair=0.012, adv=3.009, sprd=0.004]
Ep 029/60 [S2:+mat]:  99%|▉| 438/444 [01:18<00:00,  6.32it/s, loss=11.698, pair=37.875, adv=2.700, sprd=0.003]
Ep 029/60 [S2:+mat]:  99%|▉| 439/444 [01:18<00:00,  5.93it/s, loss=11.698, pair=37.875, adv=2.700, sprd=0.003]
Ep 029/60 [S2:+mat]:  99%|██▉| 439/444 [01:19<00:00,  5.93it/s, loss=0.504, pair=0.606, adv=2.629, sprd=0.002]
Ep 029/60 [S2:+mat]:  99%|██▉| 440/444 [01:19<00:00,  6.30it/s, loss=0.504, pair=0.606, adv=2.629, sprd=0.002]
Ep 029/60 [S2:+mat]:  99%|██▉| 440/444 [01:19<00:00,  6.30it/s, loss=1.499, pair=3.887, adv=2.757, sprd=0.002]
Ep 029/60 [S2:+mat]:  99%|██▉| 441/444 [01:19<00:00,  5.96it/s, loss=1.499, pair=3.887, adv=2.757, sprd=0.002]
Ep 029/60 [S2:+mat]:  99%|█▉| 441/444 [01:19<00:00,  5.96it/s, loss=4.535, pair=14.000, adv=2.714, sprd=0.002]
Ep 029/60 [S2:+mat]: 100%|█▉| 442/444 [01:19<00:00,  6.31it/s, loss=4.535, pair=14.000, adv=2.714, sprd=0.002]
Ep 029/60 [S2:+mat]: 100%|██▉| 442/444 [01:19<00:00,  6.31it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]: 100%|██▉| 443/444 [01:19<00:00,  5.83it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.004]
Ep 029/60 [S2:+mat]: 100%|█▉| 443/444 [01:19<00:00,  5.83it/s, loss=5.570, pair=17.531, adv=2.461, sprd=0.002]
Ep 029/60 [S2:+mat]: 100%|██| 444/444 [01:19<00:00,  6.22it/s, loss=5.570, pair=17.531, adv=2.461, sprd=0.002]
                                                                                                              
Epoch 029/60 [S2:+mat]  loss=1.6228  mat=0.1781  sens=5.0955  pair=4.5208  adv=1.9159(rand=3.37)  deg=0.0090  orth=0.0056  spread=0.0027  q_mean=52.7  q_std=21.3  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.75e-05  80s

Ep 030/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 030/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=2.467, pair=7.094, adv=2.736, sprd=0.003]
Ep 030/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:16,  3.24it/s, loss=2.467, pair=7.094, adv=2.736, sprd=0.003]
Ep 030/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:16,  3.24it/s, loss=2.442, pair=7.078, adv=2.616, sprd=0.003]
Ep 030/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:32,  4.76it/s, loss=2.442, pair=7.078, adv=2.616, sprd=0.003]
Ep 030/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:32,  4.76it/s, loss=3.212, pair=9.555, adv=2.894, sprd=0.002]
Ep 030/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:31,  4.81it/s, loss=3.212, pair=9.555, adv=2.894, sprd=0.002]
Ep 030/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:31,  4.81it/s, loss=1.789, pair=4.762, adv=2.829, sprd=0.004]
Ep 030/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:19,  5.57it/s, loss=1.789, pair=4.762, adv=2.829, sprd=0.004]
Ep 030/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:19,  5.57it/s, loss=0.480, pair=0.513, adv=2.655, sprd=0.002]
Ep 030/60 [S2:+mat]:   1%|     | 5/444 [00:00<01:20,  5.44it/s, loss=0.480, pair=0.513, adv=2.655, sprd=0.002]
Ep 030/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:20,  5.44it/s, loss=3.057, pair=9.078, adv=2.760, sprd=0.003]
Ep 030/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:13,  5.96it/s, loss=3.057, pair=9.078, adv=2.760, sprd=0.003]
Ep 030/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:13,  5.96it/s, loss=0.361, pair=0.075, adv=2.749, sprd=0.004]
Ep 030/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:19,  5.47it/s, loss=0.361, pair=0.075, adv=2.749, sprd=0.004]
Ep 030/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:19,  5.47it/s, loss=1.365, pair=3.418, adv=2.743, sprd=0.003]
Ep 030/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:13,  5.93it/s, loss=1.365, pair=3.418, adv=2.743, sprd=0.003]
Ep 030/60 [S2:+mat]:   2%|    | 8/444 [00:01<01:13,  5.93it/s, loss=8.975, pair=28.734, adv=2.926, sprd=0.003]
Ep 030/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:14,  5.84it/s, loss=8.975, pair=28.734, adv=2.926, sprd=0.003]
Ep 030/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:14,  5.84it/s, loss=5.269, pair=16.500, adv=2.579, sprd=0.003]
Ep 030/60 [S2:+mat]:   2%|   | 10/444 [00:01<01:09,  6.20it/s, loss=5.269, pair=16.500, adv=2.579, sprd=0.003]
Ep 030/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:09,  6.20it/s, loss=3.339, pair=9.961, adv=2.867, sprd=0.002]
Ep 030/60 [S2:+mat]:   2%|    | 11/444 [00:01<01:15,  5.73it/s, loss=3.339, pair=9.961, adv=2.867, sprd=0.002]
Ep 030/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:15,  5.73it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:10,  6.14it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:   3%|   | 12/444 [00:02<01:10,  6.14it/s, loss=4.450, pair=13.719, adv=2.658, sprd=0.003]
Ep 030/60 [S2:+mat]:   3%|   | 13/444 [00:02<01:15,  5.72it/s, loss=4.450, pair=13.719, adv=2.658, sprd=0.003]
Ep 030/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:15,  5.72it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.14it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.14it/s, loss=1.383, pair=3.471, adv=2.742, sprd=0.003]
Ep 030/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:13,  5.85it/s, loss=1.383, pair=3.471, adv=2.742, sprd=0.003]
Ep 030/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:13,  5.85it/s, loss=2.620, pair=7.559, adv=2.904, sprd=0.003]
Ep 030/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:08,  6.20it/s, loss=2.620, pair=7.559, adv=2.904, sprd=0.003]
Ep 030/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:08,  6.20it/s, loss=3.170, pair=9.359, adv=2.910, sprd=0.003]
Ep 030/60 [S2:+mat]:   4%|▏   | 17/444 [00:02<01:13,  5.83it/s, loss=3.170, pair=9.359, adv=2.910, sprd=0.003]
Ep 030/60 [S2:+mat]:   4%|   | 17/444 [00:03<01:13,  5.83it/s, loss=4.163, pair=12.781, adv=2.662, sprd=0.004]
Ep 030/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:08,  6.21it/s, loss=4.163, pair=12.781, adv=2.662, sprd=0.004]
Ep 030/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:08,  6.21it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.77it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.77it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.17it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:   5%|▏  | 20/444 [00:03<01:08,  6.17it/s, loss=3.635, pair=10.766, adv=2.718, sprd=0.003]
Ep 030/60 [S2:+mat]:   5%|▏  | 21/444 [00:03<01:12,  5.80it/s, loss=3.635, pair=10.766, adv=2.718, sprd=0.003]
Ep 030/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:12,  5.80it/s, loss=1.244, pair=2.926, adv=2.859, sprd=0.004]
Ep 030/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.17it/s, loss=1.244, pair=2.926, adv=2.859, sprd=0.004]
Ep 030/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.17it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:   5%|▏   | 23/444 [00:03<01:10,  5.93it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:   5%|▏  | 23/444 [00:04<01:10,  5.93it/s, loss=3.453, pair=10.391, adv=2.753, sprd=0.004]
Ep 030/60 [S2:+mat]:   5%|▏  | 24/444 [00:04<01:06,  6.29it/s, loss=3.453, pair=10.391, adv=2.753, sprd=0.004]
Ep 030/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:06,  6.29it/s, loss=3.281, pair=9.766, adv=2.736, sprd=0.003]
Ep 030/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.80it/s, loss=3.281, pair=9.766, adv=2.736, sprd=0.003]
Ep 030/60 [S2:+mat]:   6%|▏  | 25/444 [00:04<01:12,  5.80it/s, loss=7.846, pair=24.984, adv=2.913, sprd=0.003]
Ep 030/60 [S2:+mat]:   6%|▏  | 26/444 [00:04<01:07,  6.18it/s, loss=7.846, pair=24.984, adv=2.913, sprd=0.003]
Ep 030/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.18it/s, loss=1.079, pair=2.490, adv=2.674, sprd=0.002]
Ep 030/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:12,  5.79it/s, loss=1.079, pair=2.490, adv=2.674, sprd=0.002]
Ep 030/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:12,  5.79it/s, loss=0.544, pair=0.794, adv=2.479, sprd=0.002]
Ep 030/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:07,  6.18it/s, loss=0.544, pair=0.794, adv=2.479, sprd=0.002]
Ep 030/60 [S2:+mat]:   6%|▏  | 28/444 [00:04<01:07,  6.18it/s, loss=4.289, pair=13.203, adv=2.658, sprd=0.003]
Ep 030/60 [S2:+mat]:   7%|▏  | 29/444 [00:04<01:11,  5.79it/s, loss=4.289, pair=13.203, adv=2.658, sprd=0.003]
Ep 030/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:11,  5.79it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:06,  6.18it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:   7%|▏  | 30/444 [00:05<01:06,  6.18it/s, loss=3.643, pair=11.047, adv=2.587, sprd=0.003]
Ep 030/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:13,  5.64it/s, loss=3.643, pair=11.047, adv=2.587, sprd=0.003]
Ep 030/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:13,  5.64it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:08,  6.05it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:   7%|▏  | 32/444 [00:05<01:08,  6.05it/s, loss=5.310, pair=16.578, adv=2.741, sprd=0.002]
Ep 030/60 [S2:+mat]:   7%|▏  | 33/444 [00:05<01:10,  5.79it/s, loss=5.310, pair=16.578, adv=2.741, sprd=0.002]
Ep 030/60 [S2:+mat]:   7%|▏  | 33/444 [00:05<01:10,  5.79it/s, loss=4.849, pair=15.016, adv=2.803, sprd=0.003]
Ep 030/60 [S2:+mat]:   8%|▏  | 34/444 [00:05<01:06,  6.16it/s, loss=4.849, pair=15.016, adv=2.803, sprd=0.003]
Ep 030/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:06,  6.16it/s, loss=0.724, pair=0.262, adv=2.702, sprd=0.003]
Ep 030/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:10,  5.78it/s, loss=0.724, pair=0.262, adv=2.702, sprd=0.003]
Ep 030/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:10,  5.78it/s, loss=0.387, pair=0.161, adv=2.738, sprd=0.002]
Ep 030/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:06,  6.16it/s, loss=0.387, pair=0.161, adv=2.738, sprd=0.002]
Ep 030/60 [S2:+mat]:   8%|▏  | 36/444 [00:06<01:06,  6.16it/s, loss=8.383, pair=26.766, adv=2.871, sprd=0.003]
Ep 030/60 [S2:+mat]:   8%|▎  | 37/444 [00:06<01:09,  5.83it/s, loss=8.383, pair=26.766, adv=2.871, sprd=0.003]
Ep 030/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:09,  5.83it/s, loss=0.323, pair=0.012, adv=2.598, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.19it/s, loss=0.323, pair=0.012, adv=2.598, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.19it/s, loss=1.966, pair=4.930, adv=2.654, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:09,  5.86it/s, loss=1.966, pair=4.930, adv=2.654, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:09,  5.86it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.22it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.22it/s, loss=0.522, pair=0.606, adv=2.651, sprd=0.003]
Ep 030/60 [S2:+mat]:   9%|▎   | 41/444 [00:06<01:08,  5.90it/s, loss=0.522, pair=0.606, adv=2.651, sprd=0.003]
Ep 030/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:08,  5.90it/s, loss=2.533, pair=7.324, adv=2.670, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.25it/s, loss=2.533, pair=7.324, adv=2.670, sprd=0.002]
Ep 030/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.25it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:08,  5.83it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:08,  5.83it/s, loss=0.564, pair=0.763, adv=2.698, sprd=0.003]
Ep 030/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:04,  6.22it/s, loss=0.564, pair=0.763, adv=2.698, sprd=0.003]
Ep 030/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:04,  6.22it/s, loss=8.988, pair=28.891, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:08,  5.80it/s, loss=8.988, pair=28.891, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:08,  5.80it/s, loss=2.280, pair=6.500, adv=2.693, sprd=0.002]
Ep 030/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:04,  6.15it/s, loss=2.280, pair=6.500, adv=2.693, sprd=0.002]
Ep 030/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:04,  6.15it/s, loss=2.938, pair=8.727, adv=2.594, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▍   | 47/444 [00:07<01:07,  5.86it/s, loss=2.938, pair=8.727, adv=2.594, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▎  | 47/444 [00:08<01:07,  5.86it/s, loss=4.727, pair=14.578, adv=2.858, sprd=0.003]
Ep 030/60 [S2:+mat]:  11%|▎  | 48/444 [00:08<01:03,  6.21it/s, loss=4.727, pair=14.578, adv=2.858, sprd=0.003]
Ep 030/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:03,  6.21it/s, loss=0.765, pair=1.309, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.89it/s, loss=0.765, pair=1.309, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.89it/s, loss=0.759, pair=1.477, adv=2.592, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:02,  6.26it/s, loss=0.759, pair=1.477, adv=2.592, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:02,  6.26it/s, loss=0.346, pair=0.000, adv=2.770, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:06,  5.87it/s, loss=0.346, pair=0.000, adv=2.770, sprd=0.002]
Ep 030/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:06,  5.87it/s, loss=0.697, pair=1.137, adv=2.894, sprd=0.002]
Ep 030/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:02,  6.24it/s, loss=0.697, pair=1.137, adv=2.894, sprd=0.002]
Ep 030/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:02,  6.24it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  12%|▍   | 53/444 [00:08<01:07,  5.79it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  12%|▎  | 53/444 [00:09<01:07,  5.79it/s, loss=4.138, pair=12.703, adv=2.665, sprd=0.002]
Ep 030/60 [S2:+mat]:  12%|▎  | 54/444 [00:09<01:03,  6.17it/s, loss=4.138, pair=12.703, adv=2.665, sprd=0.002]
Ep 030/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.17it/s, loss=0.661, pair=1.075, adv=2.711, sprd=0.003]
Ep 030/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:05,  5.91it/s, loss=0.661, pair=1.075, adv=2.711, sprd=0.003]
Ep 030/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:05,  5.91it/s, loss=0.388, pair=0.153, adv=2.791, sprd=0.003]
Ep 030/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:01,  6.27it/s, loss=0.388, pair=0.153, adv=2.791, sprd=0.003]
Ep 030/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:01,  6.27it/s, loss=0.355, pair=0.075, adv=2.714, sprd=0.002]
Ep 030/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:05,  5.93it/s, loss=0.355, pair=0.075, adv=2.714, sprd=0.002]
Ep 030/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:05,  5.93it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:01,  6.29it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:01,  6.29it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  13%|▌   | 59/444 [00:09<01:07,  5.72it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  13%|▍  | 59/444 [00:10<01:07,  5.72it/s, loss=3.811, pair=11.422, adv=2.626, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▍  | 60/444 [00:10<01:03,  6.09it/s, loss=3.811, pair=11.422, adv=2.626, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:03,  6.09it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:06,  5.78it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▍  | 61/444 [00:10<01:06,  5.78it/s, loss=5.400, pair=16.875, adv=2.767, sprd=0.003]
Ep 030/60 [S2:+mat]:  14%|▍  | 62/444 [00:10<01:01,  6.17it/s, loss=5.400, pair=16.875, adv=2.767, sprd=0.003]
Ep 030/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:01,  6.17it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:05,  5.83it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:05,  5.83it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:01,  6.22it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:01,  6.22it/s, loss=0.651, pair=1.013, adv=2.862, sprd=0.003]
Ep 030/60 [S2:+mat]:  15%|▌   | 65/444 [00:10<01:04,  5.87it/s, loss=0.651, pair=1.013, adv=2.862, sprd=0.003]
Ep 030/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:04,  5.87it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.23it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.23it/s, loss=0.350, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:04,  5.83it/s, loss=0.350, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:04,  5.83it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.21it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.21it/s, loss=3.064, pair=9.039, adv=2.885, sprd=0.002]
Ep 030/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:03,  5.89it/s, loss=3.064, pair=9.039, adv=2.885, sprd=0.002]
Ep 030/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:03,  5.89it/s, loss=2.915, pair=8.352, adv=2.854, sprd=0.004]
Ep 030/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<00:59,  6.26it/s, loss=2.915, pair=8.352, adv=2.854, sprd=0.004]
Ep 030/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<00:59,  6.26it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  16%|▋   | 71/444 [00:11<01:02,  5.98it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  16%|▍  | 71/444 [00:12<01:02,  5.98it/s, loss=5.159, pair=16.078, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  16%|▍  | 72/444 [00:12<00:58,  6.33it/s, loss=5.159, pair=16.078, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:58,  6.33it/s, loss=2.321, pair=6.699, adv=2.429, sprd=0.003]
Ep 030/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:02,  5.95it/s, loss=2.321, pair=6.699, adv=2.429, sprd=0.003]
Ep 030/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:02,  5.95it/s, loss=1.823, pair=4.980, adv=2.635, sprd=0.002]
Ep 030/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<00:58,  6.30it/s, loss=1.823, pair=4.980, adv=2.635, sprd=0.002]
Ep 030/60 [S2:+mat]:  17%|▌  | 74/444 [00:12<00:58,  6.30it/s, loss=4.452, pair=13.828, adv=2.450, sprd=0.002]
Ep 030/60 [S2:+mat]:  17%|▌  | 75/444 [00:12<01:02,  5.87it/s, loss=4.452, pair=13.828, adv=2.450, sprd=0.002]
Ep 030/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:02,  5.87it/s, loss=2.000, pair=5.469, adv=2.943, sprd=0.004]
Ep 030/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<00:58,  6.25it/s, loss=2.000, pair=5.469, adv=2.943, sprd=0.004]
Ep 030/60 [S2:+mat]:  17%|▌  | 76/444 [00:12<00:58,  6.25it/s, loss=3.761, pair=11.406, adv=2.636, sprd=0.006]
Ep 030/60 [S2:+mat]:  17%|▌  | 77/444 [00:12<01:04,  5.71it/s, loss=3.761, pair=11.406, adv=2.636, sprd=0.006]
Ep 030/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:04,  5.71it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:59,  6.12it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:59,  6.12it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:03,  5.76it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:03,  5.76it/s, loss=1.363, pair=3.420, adv=2.725, sprd=0.002]
Ep 030/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:59,  6.17it/s, loss=1.363, pair=3.420, adv=2.725, sprd=0.002]
Ep 030/60 [S2:+mat]:  18%|▌  | 80/444 [00:13<00:59,  6.17it/s, loss=6.069, pair=19.141, adv=2.686, sprd=0.003]
Ep 030/60 [S2:+mat]:  18%|▌  | 81/444 [00:13<01:02,  5.82it/s, loss=6.069, pair=19.141, adv=2.686, sprd=0.003]
Ep 030/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:02,  5.82it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.22it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.22it/s, loss=0.428, pair=0.309, adv=2.687, sprd=0.003]
Ep 030/60 [S2:+mat]:  19%|▋   | 83/444 [00:13<01:01,  5.88it/s, loss=0.428, pair=0.309, adv=2.687, sprd=0.003]
Ep 030/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:01,  5.88it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.26it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.26it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:01,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:01,  5.81it/s, loss=2.341, pair=6.688, adv=2.804, sprd=0.003]
Ep 030/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.18it/s, loss=2.341, pair=6.688, adv=2.804, sprd=0.003]
Ep 030/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.18it/s, loss=0.432, pair=0.278, adv=2.783, sprd=0.005]
Ep 030/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.82it/s, loss=0.432, pair=0.278, adv=2.783, sprd=0.005]
Ep 030/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:01,  5.82it/s, loss=1.247, pair=3.020, adv=2.758, sprd=0.004]
Ep 030/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:57,  6.20it/s, loss=1.247, pair=3.020, adv=2.758, sprd=0.004]
Ep 030/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:57,  6.20it/s, loss=0.905, pair=1.896, adv=2.673, sprd=0.004]
Ep 030/60 [S2:+mat]:  20%|▊   | 89/444 [00:14<01:01,  5.80it/s, loss=0.905, pair=1.896, adv=2.673, sprd=0.004]
Ep 030/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:01,  5.80it/s, loss=1.672, pair=4.449, adv=2.784, sprd=0.003]
Ep 030/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.18it/s, loss=1.672, pair=4.449, adv=2.784, sprd=0.003]
Ep 030/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.18it/s, loss=2.744, pair=8.016, adv=2.783, sprd=0.003]
Ep 030/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<00:59,  5.89it/s, loss=2.744, pair=8.016, adv=2.783, sprd=0.003]
Ep 030/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<00:59,  5.89it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:56,  6.24it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  21%|▌  | 92/444 [00:15<00:56,  6.24it/s, loss=4.153, pair=12.672, adv=2.826, sprd=0.004]
Ep 030/60 [S2:+mat]:  21%|▋  | 93/444 [00:15<00:59,  5.89it/s, loss=4.153, pair=12.672, adv=2.826, sprd=0.004]
Ep 030/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<00:59,  5.89it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:56,  6.25it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:56,  6.25it/s, loss=0.350, pair=0.012, adv=2.715, sprd=0.003]
Ep 030/60 [S2:+mat]:  21%|▊   | 95/444 [00:15<00:59,  5.91it/s, loss=0.350, pair=0.012, adv=2.715, sprd=0.003]
Ep 030/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:59,  5.91it/s, loss=0.591, pair=0.903, adv=2.581, sprd=0.002]
Ep 030/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.25it/s, loss=0.591, pair=0.903, adv=2.581, sprd=0.002]
Ep 030/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.25it/s, loss=1.338, pair=3.318, adv=2.784, sprd=0.003]
Ep 030/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:59,  5.86it/s, loss=1.338, pair=3.318, adv=2.784, sprd=0.003]
Ep 030/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<00:59,  5.86it/s, loss=3.053, pair=9.109, adv=2.583, sprd=0.002]
Ep 030/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:55,  6.21it/s, loss=3.053, pair=9.109, adv=2.583, sprd=0.002]
Ep 030/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:55,  6.21it/s, loss=1.097, pair=2.449, adv=2.778, sprd=0.004]
Ep 030/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<01:00,  5.74it/s, loss=1.097, pair=2.449, adv=2.778, sprd=0.004]
Ep 030/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<01:00,  5.74it/s, loss=2.507, pair=7.199, adv=2.799, sprd=0.004]
Ep 030/60 [S2:+mat]:  23%|▋  | 100/444 [00:16<00:56,  6.09it/s, loss=2.507, pair=7.199, adv=2.799, sprd=0.004]
Ep 030/60 [S2:+mat]:  23%|▍ | 100/444 [00:16<00:56,  6.09it/s, loss=3.485, pair=10.469, adv=2.703, sprd=0.002]
Ep 030/60 [S2:+mat]:  23%|▍ | 101/444 [00:16<00:58,  5.87it/s, loss=3.485, pair=10.469, adv=2.703, sprd=0.002]
Ep 030/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.87it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:54,  6.25it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:54,  6.25it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:58,  5.80it/s, loss=0.104, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:58,  5.80it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:54,  6.21it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:54,  6.21it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:58,  5.84it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  24%|▍ | 105/444 [00:17<00:58,  5.84it/s, loss=4.438, pair=13.672, adv=2.769, sprd=0.002]
Ep 030/60 [S2:+mat]:  24%|▍ | 106/444 [00:17<00:54,  6.21it/s, loss=4.438, pair=13.672, adv=2.769, sprd=0.002]
Ep 030/60 [S2:+mat]:  24%|▋  | 106/444 [00:17<00:54,  6.21it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  24%|▋  | 107/444 [00:17<00:57,  5.82it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  24%|▍ | 107/444 [00:18<00:57,  5.82it/s, loss=4.508, pair=13.859, adv=2.905, sprd=0.004]
Ep 030/60 [S2:+mat]:  24%|▍ | 108/444 [00:18<00:54,  6.21it/s, loss=4.508, pair=13.859, adv=2.905, sprd=0.004]
Ep 030/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:54,  6.21it/s, loss=0.406, pair=0.231, adv=2.730, sprd=0.002]
Ep 030/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.94it/s, loss=0.406, pair=0.231, adv=2.730, sprd=0.002]
Ep 030/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:56,  5.94it/s, loss=0.536, pair=0.638, adv=2.801, sprd=0.003]
Ep 030/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.30it/s, loss=0.536, pair=0.638, adv=2.801, sprd=0.003]
Ep 030/60 [S2:+mat]:  25%|▍ | 110/444 [00:18<00:53,  6.30it/s, loss=3.373, pair=10.141, adv=2.674, sprd=0.003]
Ep 030/60 [S2:+mat]:  25%|▌ | 111/444 [00:18<00:57,  5.81it/s, loss=3.373, pair=10.141, adv=2.674, sprd=0.003]
Ep 030/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.81it/s, loss=0.368, pair=0.000, adv=3.024, sprd=0.003]
Ep 030/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.17it/s, loss=0.368, pair=0.000, adv=3.024, sprd=0.003]
Ep 030/60 [S2:+mat]:  25%|▌ | 112/444 [00:18<00:53,  6.17it/s, loss=6.177, pair=19.438, adv=2.788, sprd=0.004]
Ep 030/60 [S2:+mat]:  25%|▌ | 113/444 [00:18<00:57,  5.80it/s, loss=6.177, pair=19.438, adv=2.788, sprd=0.004]
Ep 030/60 [S2:+mat]:  25%|▌ | 113/444 [00:19<00:57,  5.80it/s, loss=4.863, pair=15.125, adv=2.684, sprd=0.002]
Ep 030/60 [S2:+mat]:  26%|▌ | 114/444 [00:19<00:53,  6.18it/s, loss=4.863, pair=15.125, adv=2.684, sprd=0.002]
Ep 030/60 [S2:+mat]:  26%|▌ | 114/444 [00:19<00:53,  6.18it/s, loss=4.234, pair=12.875, adv=3.007, sprd=0.003]
Ep 030/60 [S2:+mat]:  26%|▌ | 115/444 [00:19<00:57,  5.69it/s, loss=4.234, pair=12.875, adv=3.007, sprd=0.003]
Ep 030/60 [S2:+mat]:  26%|▌ | 115/444 [00:19<00:57,  5.69it/s, loss=7.740, pair=24.609, adv=2.912, sprd=0.003]
Ep 030/60 [S2:+mat]:  26%|▌ | 116/444 [00:19<00:53,  6.08it/s, loss=7.740, pair=24.609, adv=2.912, sprd=0.003]
Ep 030/60 [S2:+mat]:  26%|▌ | 116/444 [00:19<00:53,  6.08it/s, loss=5.018, pair=15.672, adv=2.511, sprd=0.002]
Ep 030/60 [S2:+mat]:  26%|▌ | 117/444 [00:19<00:56,  5.75it/s, loss=5.018, pair=15.672, adv=2.511, sprd=0.002]
Ep 030/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.75it/s, loss=0.346, pair=0.000, adv=2.848, sprd=0.002]
Ep 030/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:53,  6.12it/s, loss=0.346, pair=0.000, adv=2.848, sprd=0.002]
Ep 030/60 [S2:+mat]:  27%|▌ | 118/444 [00:19<00:53,  6.12it/s, loss=6.264, pair=19.484, adv=2.793, sprd=0.002]
Ep 030/60 [S2:+mat]:  27%|▌ | 119/444 [00:19<00:55,  5.88it/s, loss=6.264, pair=19.484, adv=2.793, sprd=0.002]
Ep 030/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:55,  5.88it/s, loss=0.499, pair=0.450, adv=2.938, sprd=0.003]
Ep 030/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:51,  6.24it/s, loss=0.499, pair=0.450, adv=2.938, sprd=0.003]
Ep 030/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:51,  6.24it/s, loss=2.485, pair=6.855, adv=3.038, sprd=0.003]
Ep 030/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:54,  5.92it/s, loss=2.485, pair=6.855, adv=3.038, sprd=0.003]
Ep 030/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:54,  5.92it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:51,  6.29it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  27%|▌ | 122/444 [00:20<00:51,  6.29it/s, loss=6.596, pair=20.828, adv=2.786, sprd=0.002]
Ep 030/60 [S2:+mat]:  28%|▌ | 123/444 [00:20<00:54,  5.91it/s, loss=6.596, pair=20.828, adv=2.786, sprd=0.002]
Ep 030/60 [S2:+mat]:  28%|▌ | 123/444 [00:20<00:54,  5.91it/s, loss=6.959, pair=22.047, adv=2.868, sprd=0.002]
Ep 030/60 [S2:+mat]:  28%|▌ | 124/444 [00:20<00:51,  6.27it/s, loss=6.959, pair=22.047, adv=2.868, sprd=0.002]
Ep 030/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:51,  6.27it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  28%|▊  | 125/444 [00:20<00:56,  5.69it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:56,  5.69it/s, loss=0.495, pair=0.372, adv=3.158, sprd=0.002]
Ep 030/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:52,  6.09it/s, loss=0.495, pair=0.372, adv=3.158, sprd=0.002]
Ep 030/60 [S2:+mat]:  28%|▌ | 126/444 [00:21<00:52,  6.09it/s, loss=9.044, pair=29.000, adv=2.672, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▌ | 127/444 [00:21<00:55,  5.68it/s, loss=9.044, pair=29.000, adv=2.672, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:55,  5.68it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:51,  6.10it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:51,  6.10it/s, loss=2.935, pair=8.633, adv=2.767, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:56,  5.59it/s, loss=2.935, pair=8.633, adv=2.767, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▌ | 129/444 [00:21<00:56,  5.59it/s, loss=3.842, pair=11.703, adv=2.760, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▌ | 130/444 [00:21<00:52,  5.98it/s, loss=3.842, pair=11.703, adv=2.760, sprd=0.002]
Ep 030/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:52,  5.98it/s, loss=2.921, pair=8.266, adv=2.986, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 131/444 [00:21<00:54,  5.69it/s, loss=2.921, pair=8.266, adv=2.986, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▌ | 131/444 [00:22<00:54,  5.69it/s, loss=3.907, pair=11.891, adv=2.812, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▌ | 132/444 [00:22<00:51,  6.08it/s, loss=3.907, pair=11.891, adv=2.812, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:51,  6.08it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:55,  5.63it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:55,  5.63it/s, loss=0.357, pair=0.075, adv=2.725, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:51,  6.04it/s, loss=0.357, pair=0.075, adv=2.725, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:51,  6.04it/s, loss=0.370, pair=0.122, adv=2.652, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:53,  5.75it/s, loss=0.370, pair=0.122, adv=2.652, sprd=0.002]
Ep 030/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:53,  5.75it/s, loss=0.863, pair=1.762, adv=2.613, sprd=0.003]
Ep 030/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:50,  6.15it/s, loss=0.863, pair=1.762, adv=2.613, sprd=0.003]
Ep 030/60 [S2:+mat]:  31%|▉  | 136/444 [00:23<00:50,  6.15it/s, loss=0.870, pair=1.763, adv=2.746, sprd=0.002]
Ep 030/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.75it/s, loss=0.870, pair=1.763, adv=2.746, sprd=0.002]
Ep 030/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.75it/s, loss=3.161, pair=9.445, adv=2.716, sprd=0.002]
Ep 030/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:50,  6.12it/s, loss=3.161, pair=9.445, adv=2.716, sprd=0.002]
Ep 030/60 [S2:+mat]:  31%|▌ | 138/444 [00:23<00:50,  6.12it/s, loss=4.704, pair=14.578, adv=2.693, sprd=0.002]
Ep 030/60 [S2:+mat]:  31%|▋ | 139/444 [00:23<00:52,  5.85it/s, loss=4.704, pair=14.578, adv=2.693, sprd=0.002]
Ep 030/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.85it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:48,  6.24it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:48,  6.24it/s, loss=0.604, pair=0.885, adv=2.718, sprd=0.002]
Ep 030/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:51,  5.85it/s, loss=0.604, pair=0.885, adv=2.718, sprd=0.002]
Ep 030/60 [S2:+mat]:  32%|▋ | 141/444 [00:23<00:51,  5.85it/s, loss=8.854, pair=28.453, adv=2.598, sprd=0.002]
Ep 030/60 [S2:+mat]:  32%|▋ | 142/444 [00:23<00:48,  6.20it/s, loss=8.854, pair=28.453, adv=2.598, sprd=0.002]
Ep 030/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:48,  6.20it/s, loss=1.202, pair=2.699, adv=2.589, sprd=0.001]
Ep 030/60 [S2:+mat]:  32%|▉  | 143/444 [00:23<00:51,  5.90it/s, loss=1.202, pair=2.699, adv=2.589, sprd=0.001]
Ep 030/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.90it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:47,  6.28it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  32%|▋ | 144/444 [00:24<00:47,  6.28it/s, loss=3.752, pair=11.156, adv=2.693, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▋ | 145/444 [00:24<00:49,  6.04it/s, loss=3.752, pair=11.156, adv=2.693, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:49,  6.04it/s, loss=1.022, pair=2.309, adv=2.614, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:46,  6.36it/s, loss=1.022, pair=2.309, adv=2.614, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:46,  6.36it/s, loss=2.643, pair=7.625, adv=2.821, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:49,  5.94it/s, loss=2.643, pair=7.625, adv=2.821, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▋ | 147/444 [00:24<00:49,  5.94it/s, loss=3.341, pair=10.031, adv=2.677, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▋ | 148/444 [00:24<00:47,  6.28it/s, loss=3.341, pair=10.031, adv=2.677, sprd=0.002]
Ep 030/60 [S2:+mat]:  33%|▋ | 148/444 [00:24<00:47,  6.28it/s, loss=4.176, pair=12.609, adv=2.913, sprd=0.002]
Ep 030/60 [S2:+mat]:  34%|▋ | 149/444 [00:24<00:50,  5.87it/s, loss=4.176, pair=12.609, adv=2.913, sprd=0.002]
Ep 030/60 [S2:+mat]:  34%|▋ | 149/444 [00:25<00:50,  5.87it/s, loss=5.904, pair=18.562, adv=2.608, sprd=0.002]
Ep 030/60 [S2:+mat]:  34%|▋ | 150/444 [00:25<00:47,  6.24it/s, loss=5.904, pair=18.562, adv=2.608, sprd=0.002]
Ep 030/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.24it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.81it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.81it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:47,  6.21it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:47,  6.21it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.75it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:50,  5.75it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:47,  6.16it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:47,  6.16it/s, loss=0.711, pair=1.200, adv=2.894, sprd=0.003]
Ep 030/60 [S2:+mat]:  35%|█  | 155/444 [00:25<00:49,  5.86it/s, loss=0.711, pair=1.200, adv=2.894, sprd=0.003]
Ep 030/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:49,  5.86it/s, loss=3.161, pair=9.453, adv=2.649, sprd=0.002]
Ep 030/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.23it/s, loss=3.161, pair=9.453, adv=2.649, sprd=0.002]
Ep 030/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.23it/s, loss=1.503, pair=3.824, adv=2.961, sprd=0.003]
Ep 030/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:48,  5.86it/s, loss=1.503, pair=3.824, adv=2.961, sprd=0.003]
Ep 030/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:48,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.25it/s, loss=2.073, pair=5.781, adv=2.813, sprd=0.002]
Ep 030/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.92it/s, loss=2.073, pair=5.781, adv=2.813, sprd=0.002]
Ep 030/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.92it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.28it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.28it/s, loss=2.512, pair=6.996, adv=2.846, sprd=0.003]
Ep 030/60 [S2:+mat]:  36%|█  | 161/444 [00:26<00:47,  5.95it/s, loss=2.512, pair=6.996, adv=2.846, sprd=0.003]
Ep 030/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:47,  5.95it/s, loss=0.369, pair=0.000, adv=2.911, sprd=0.005]
Ep 030/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:44,  6.31it/s, loss=0.369, pair=0.000, adv=2.911, sprd=0.005]
Ep 030/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:44,  6.31it/s, loss=2.016, pair=5.594, adv=2.752, sprd=0.002]
Ep 030/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:48,  5.83it/s, loss=2.016, pair=5.594, adv=2.752, sprd=0.002]
Ep 030/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:48,  5.83it/s, loss=2.168, pair=6.105, adv=2.697, sprd=0.004]
Ep 030/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.21it/s, loss=2.168, pair=6.105, adv=2.697, sprd=0.004]
Ep 030/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.21it/s, loss=0.446, pair=0.137, adv=2.765, sprd=0.002]
Ep 030/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:47,  5.87it/s, loss=0.446, pair=0.137, adv=2.765, sprd=0.002]
Ep 030/60 [S2:+mat]:  37%|▋ | 165/444 [00:27<00:47,  5.87it/s, loss=4.606, pair=14.266, adv=2.664, sprd=0.002]
Ep 030/60 [S2:+mat]:  37%|▋ | 166/444 [00:27<00:44,  6.25it/s, loss=4.606, pair=14.266, adv=2.664, sprd=0.002]
Ep 030/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:44,  6.25it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  38%|█▏ | 167/444 [00:27<00:48,  5.71it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:48,  5.71it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.14it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  38%|▊ | 168/444 [00:28<00:44,  6.14it/s, loss=4.706, pair=14.289, adv=2.783, sprd=0.003]
Ep 030/60 [S2:+mat]:  38%|▊ | 169/444 [00:28<00:47,  5.76it/s, loss=4.706, pair=14.289, adv=2.783, sprd=0.003]
Ep 030/60 [S2:+mat]:  38%|▊ | 169/444 [00:28<00:47,  5.76it/s, loss=3.769, pair=11.586, adv=2.348, sprd=0.002]
Ep 030/60 [S2:+mat]:  38%|▊ | 170/444 [00:28<00:44,  6.16it/s, loss=3.769, pair=11.586, adv=2.348, sprd=0.002]
Ep 030/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:44,  6.16it/s, loss=2.322, pair=6.605, adv=2.750, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.83it/s, loss=2.322, pair=6.605, adv=2.750, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.83it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:43,  6.21it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:43,  6.21it/s, loss=0.855, pair=1.725, adv=2.737, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|█▏ | 173/444 [00:28<00:45,  5.96it/s, loss=0.855, pair=1.725, adv=2.737, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:45,  5.96it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:42,  6.33it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  39%|▊ | 174/444 [00:29<00:42,  6.33it/s, loss=5.090, pair=15.641, adv=2.673, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|▊ | 175/444 [00:29<00:44,  6.03it/s, loss=5.090, pair=15.641, adv=2.673, sprd=0.002]
Ep 030/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:44,  6.03it/s, loss=0.368, pair=0.000, adv=3.042, sprd=0.005]
Ep 030/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:42,  6.37it/s, loss=0.368, pair=0.000, adv=3.042, sprd=0.005]
Ep 030/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:42,  6.37it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:44,  5.95it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:44,  5.95it/s, loss=0.384, pair=0.169, adv=2.732, sprd=0.002]
Ep 030/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:42,  6.32it/s, loss=0.384, pair=0.169, adv=2.732, sprd=0.002]
Ep 030/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:42,  6.32it/s, loss=0.339, pair=0.022, adv=2.656, sprd=0.002]
Ep 030/60 [S2:+mat]:  40%|█▏ | 179/444 [00:29<00:45,  5.80it/s, loss=0.339, pair=0.022, adv=2.656, sprd=0.002]
Ep 030/60 [S2:+mat]:  40%|▊ | 179/444 [00:30<00:45,  5.80it/s, loss=5.621, pair=17.609, adv=2.781, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|▊ | 180/444 [00:30<00:42,  6.19it/s, loss=5.621, pair=17.609, adv=2.781, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.19it/s, loss=2.786, pair=8.172, adv=2.728, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.90it/s, loss=2.786, pair=8.172, adv=2.728, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|▊ | 181/444 [00:30<00:44,  5.90it/s, loss=6.082, pair=19.031, adv=3.120, sprd=0.003]
Ep 030/60 [S2:+mat]:  41%|▊ | 182/444 [00:30<00:41,  6.27it/s, loss=6.082, pair=19.031, adv=3.120, sprd=0.003]
Ep 030/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:41,  6.27it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:43,  6.00it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:43,  6.00it/s, loss=0.354, pair=0.012, adv=2.831, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:40,  6.35it/s, loss=0.354, pair=0.012, adv=2.831, sprd=0.002]
Ep 030/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:40,  6.35it/s, loss=0.529, pair=0.533, adv=3.018, sprd=0.003]
Ep 030/60 [S2:+mat]:  42%|█▎ | 185/444 [00:30<00:43,  5.94it/s, loss=0.529, pair=0.533, adv=3.018, sprd=0.003]
Ep 030/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:43,  5.94it/s, loss=1.976, pair=5.512, adv=2.612, sprd=0.002]
Ep 030/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:40,  6.30it/s, loss=1.976, pair=5.512, adv=2.612, sprd=0.002]
Ep 030/60 [S2:+mat]:  42%|▊ | 186/444 [00:31<00:40,  6.30it/s, loss=3.659, pair=11.039, adv=2.818, sprd=0.003]
Ep 030/60 [S2:+mat]:  42%|▊ | 187/444 [00:31<00:43,  5.88it/s, loss=3.659, pair=11.039, adv=2.818, sprd=0.003]
Ep 030/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:43,  5.88it/s, loss=0.953, pair=2.090, adv=2.634, sprd=0.002]
Ep 030/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:40,  6.25it/s, loss=0.953, pair=2.090, adv=2.634, sprd=0.002]
Ep 030/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:40,  6.25it/s, loss=0.416, pair=0.012, adv=2.805, sprd=0.002]
Ep 030/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:43,  5.88it/s, loss=0.416, pair=0.012, adv=2.805, sprd=0.002]
Ep 030/60 [S2:+mat]:  43%|▊ | 189/444 [00:31<00:43,  5.88it/s, loss=4.863, pair=14.984, adv=3.043, sprd=0.004]
Ep 030/60 [S2:+mat]:  43%|▊ | 190/444 [00:31<00:40,  6.25it/s, loss=4.863, pair=14.984, adv=3.043, sprd=0.004]
Ep 030/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:40,  6.25it/s, loss=0.429, pair=0.231, adv=2.956, sprd=0.003]
Ep 030/60 [S2:+mat]:  43%|█▎ | 191/444 [00:31<00:42,  5.93it/s, loss=0.429, pair=0.231, adv=2.956, sprd=0.003]
Ep 030/60 [S2:+mat]:  43%|▊ | 191/444 [00:32<00:42,  5.93it/s, loss=5.234, pair=16.266, adv=2.863, sprd=0.003]
Ep 030/60 [S2:+mat]:  43%|▊ | 192/444 [00:32<00:40,  6.28it/s, loss=5.234, pair=16.266, adv=2.863, sprd=0.003]
Ep 030/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:40,  6.28it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:41,  6.00it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:41,  6.00it/s, loss=0.544, pair=0.669, adv=2.783, sprd=0.003]
Ep 030/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:39,  6.35it/s, loss=0.544, pair=0.669, adv=2.783, sprd=0.003]
Ep 030/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:39,  6.35it/s, loss=0.840, pair=1.700, adv=2.627, sprd=0.002]
Ep 030/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:42,  5.82it/s, loss=0.840, pair=1.700, adv=2.627, sprd=0.002]
Ep 030/60 [S2:+mat]:  44%|▉ | 195/444 [00:32<00:42,  5.82it/s, loss=3.329, pair=10.016, adv=2.535, sprd=0.002]
Ep 030/60 [S2:+mat]:  44%|▉ | 196/444 [00:32<00:39,  6.20it/s, loss=3.329, pair=10.016, adv=2.535, sprd=0.002]
Ep 030/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:39,  6.20it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  44%|█▎ | 197/444 [00:32<00:42,  5.84it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.84it/s, loss=0.372, pair=0.091, adv=2.813, sprd=0.004]
Ep 030/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.23it/s, loss=0.372, pair=0.091, adv=2.813, sprd=0.004]
Ep 030/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.23it/s, loss=0.576, pair=0.850, adv=2.479, sprd=0.002]
Ep 030/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:40,  6.00it/s, loss=0.576, pair=0.850, adv=2.479, sprd=0.002]
Ep 030/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:40,  6.00it/s, loss=0.352, pair=0.000, adv=2.909, sprd=0.004]
Ep 030/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:38,  6.35it/s, loss=0.352, pair=0.000, adv=2.909, sprd=0.004]
Ep 030/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:38,  6.35it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:40,  5.97it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:40,  5.97it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:38,  6.34it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:38,  6.34it/s, loss=0.394, pair=0.012, adv=2.736, sprd=0.004]
Ep 030/60 [S2:+mat]:  46%|█▎ | 203/444 [00:33<00:40,  5.96it/s, loss=0.394, pair=0.012, adv=2.736, sprd=0.004]
Ep 030/60 [S2:+mat]:  46%|█▎ | 203/444 [00:33<00:40,  5.96it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  46%|█▍ | 204/444 [00:33<00:37,  6.34it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  46%|▉ | 204/444 [00:34<00:37,  6.34it/s, loss=7.053, pair=22.328, adv=2.927, sprd=0.004]
Ep 030/60 [S2:+mat]:  46%|▉ | 205/444 [00:34<00:40,  5.94it/s, loss=7.053, pair=22.328, adv=2.927, sprd=0.004]
Ep 030/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:40,  5.94it/s, loss=1.285, pair=3.168, adv=2.775, sprd=0.002]
Ep 030/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:37,  6.30it/s, loss=1.285, pair=3.168, adv=2.775, sprd=0.002]
Ep 030/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:37,  6.30it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.87it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  47%|▉ | 207/444 [00:34<00:40,  5.87it/s, loss=5.173, pair=16.109, adv=2.828, sprd=0.002]
Ep 030/60 [S2:+mat]:  47%|▉ | 208/444 [00:34<00:37,  6.24it/s, loss=5.173, pair=16.109, adv=2.828, sprd=0.002]
Ep 030/60 [S2:+mat]:  47%|█▍ | 208/444 [00:34<00:37,  6.24it/s, loss=0.549, pair=0.778, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  47%|█▍ | 209/444 [00:34<00:41,  5.68it/s, loss=0.549, pair=0.778, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  47%|▉ | 209/444 [00:35<00:41,  5.68it/s, loss=4.396, pair=13.500, adv=2.842, sprd=0.004]
Ep 030/60 [S2:+mat]:  47%|▉ | 210/444 [00:35<00:38,  6.10it/s, loss=4.396, pair=13.500, adv=2.842, sprd=0.004]
Ep 030/60 [S2:+mat]:  47%|▉ | 210/444 [00:35<00:38,  6.10it/s, loss=5.928, pair=18.359, adv=2.878, sprd=0.002]
Ep 030/60 [S2:+mat]:  48%|▉ | 211/444 [00:35<00:39,  5.87it/s, loss=5.928, pair=18.359, adv=2.878, sprd=0.002]
Ep 030/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.87it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.26it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.26it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:39,  5.90it/s, loss=0.137, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:39,  5.90it/s, loss=0.424, pair=0.310, adv=2.683, sprd=0.003]
Ep 030/60 [S2:+mat]:  48%|█▍ | 214/444 [00:35<00:36,  6.27it/s, loss=0.424, pair=0.310, adv=2.683, sprd=0.003]
Ep 030/60 [S2:+mat]:  48%|█▍ | 214/444 [00:35<00:36,  6.27it/s, loss=2.424, pair=7.016, adv=2.617, sprd=0.002]
Ep 030/60 [S2:+mat]:  48%|█▍ | 215/444 [00:35<00:38,  5.87it/s, loss=2.424, pair=7.016, adv=2.617, sprd=0.002]
Ep 030/60 [S2:+mat]:  48%|█▍ | 215/444 [00:35<00:38,  5.87it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  49%|█▍ | 216/444 [00:35<00:36,  6.25it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:36,  6.25it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:38,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:38,  5.84it/s, loss=1.720, pair=4.578, adv=2.785, sprd=0.004]
Ep 030/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.22it/s, loss=1.720, pair=4.578, adv=2.785, sprd=0.004]
Ep 030/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.22it/s, loss=0.618, pair=1.038, adv=2.410, sprd=0.002]
Ep 030/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:37,  5.92it/s, loss=0.618, pair=1.038, adv=2.410, sprd=0.002]
Ep 030/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:37,  5.92it/s, loss=0.458, pair=0.420, adv=2.724, sprd=0.002]
Ep 030/60 [S2:+mat]:  50%|█▍ | 220/444 [00:36<00:35,  6.29it/s, loss=0.458, pair=0.420, adv=2.724, sprd=0.002]
Ep 030/60 [S2:+mat]:  50%|▉ | 220/444 [00:36<00:35,  6.29it/s, loss=6.165, pair=19.453, adv=2.685, sprd=0.003]
Ep 030/60 [S2:+mat]:  50%|▉ | 221/444 [00:36<00:37,  5.87it/s, loss=6.165, pair=19.453, adv=2.685, sprd=0.003]
Ep 030/60 [S2:+mat]:  50%|█▍ | 221/444 [00:36<00:37,  5.87it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  50%|█▌ | 222/444 [00:36<00:35,  6.25it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:35,  6.25it/s, loss=0.338, pair=0.012, adv=2.704, sprd=0.002]
Ep 030/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:37,  5.90it/s, loss=0.338, pair=0.012, adv=2.704, sprd=0.002]
Ep 030/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:37,  5.90it/s, loss=2.367, pair=6.816, adv=2.632, sprd=0.003]
Ep 030/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.27it/s, loss=2.367, pair=6.816, adv=2.632, sprd=0.003]
Ep 030/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.27it/s, loss=1.122, pair=2.660, adv=2.603, sprd=0.004]
Ep 030/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:37,  5.89it/s, loss=1.122, pair=2.660, adv=2.603, sprd=0.004]
Ep 030/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:37,  5.89it/s, loss=0.344, pair=0.106, adv=2.513, sprd=0.002]
Ep 030/60 [S2:+mat]:  51%|█▌ | 226/444 [00:37<00:34,  6.24it/s, loss=0.344, pair=0.106, adv=2.513, sprd=0.002]
Ep 030/60 [S2:+mat]:  51%|█▌ | 226/444 [00:37<00:34,  6.24it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  51%|█▌ | 227/444 [00:37<00:35,  6.05it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  51%|█▌ | 227/444 [00:37<00:35,  6.05it/s, loss=0.346, pair=0.091, adv=2.626, sprd=0.003]
Ep 030/60 [S2:+mat]:  51%|█▌ | 228/444 [00:37<00:33,  6.37it/s, loss=0.346, pair=0.091, adv=2.626, sprd=0.003]
Ep 030/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:33,  6.37it/s, loss=0.332, pair=0.000, adv=2.721, sprd=0.004]
Ep 030/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:36,  5.84it/s, loss=0.332, pair=0.000, adv=2.721, sprd=0.004]
Ep 030/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:36,  5.84it/s, loss=0.520, pair=0.606, adv=2.808, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.20it/s, loss=0.520, pair=0.606, adv=2.808, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.20it/s, loss=0.348, pair=0.038, adv=2.717, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:37,  5.69it/s, loss=0.348, pair=0.038, adv=2.717, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:37,  5.69it/s, loss=0.400, pair=0.169, adv=2.888, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 232/444 [00:38<00:34,  6.08it/s, loss=0.400, pair=0.169, adv=2.888, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 232/444 [00:38<00:34,  6.08it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 233/444 [00:38<00:36,  5.81it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  52%|█▌ | 233/444 [00:38<00:36,  5.81it/s, loss=2.960, pair=8.641, adv=3.033, sprd=0.005]
Ep 030/60 [S2:+mat]:  53%|█▌ | 234/444 [00:38<00:34,  6.18it/s, loss=2.960, pair=8.641, adv=3.033, sprd=0.005]
Ep 030/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:34,  6.18it/s, loss=0.423, pair=0.294, adv=2.549, sprd=0.002]
Ep 030/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:36,  5.74it/s, loss=0.423, pair=0.294, adv=2.549, sprd=0.002]
Ep 030/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:36,  5.74it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.15it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.15it/s, loss=1.706, pair=4.547, adv=2.684, sprd=0.002]
Ep 030/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:36,  5.61it/s, loss=1.706, pair=4.547, adv=2.684, sprd=0.002]
Ep 030/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:36,  5.61it/s, loss=0.425, pair=0.262, adv=2.911, sprd=0.002]
Ep 030/60 [S2:+mat]:  54%|█▌ | 238/444 [00:39<00:34,  6.01it/s, loss=0.425, pair=0.262, adv=2.911, sprd=0.002]
Ep 030/60 [S2:+mat]:  54%|█▌ | 238/444 [00:39<00:34,  6.01it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  54%|█▌ | 239/444 [00:39<00:36,  5.69it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  54%|█▌ | 239/444 [00:39<00:36,  5.69it/s, loss=0.478, pair=0.381, adv=2.948, sprd=0.003]
Ep 030/60 [S2:+mat]:  54%|█▌ | 240/444 [00:39<00:33,  6.10it/s, loss=0.478, pair=0.381, adv=2.948, sprd=0.003]
Ep 030/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.10it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:35,  5.73it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  54%|▌| 241/444 [00:40<00:35,  5.73it/s, loss=10.391, pair=33.469, adv=2.876, sprd=0.003]
Ep 030/60 [S2:+mat]:  55%|▌| 242/444 [00:40<00:33,  6.10it/s, loss=10.391, pair=33.469, adv=2.876, sprd=0.003]
Ep 030/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:33,  6.10it/s, loss=2.444, pair=6.918, adv=3.138, sprd=0.003]
Ep 030/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.81it/s, loss=2.444, pair=6.918, adv=3.138, sprd=0.003]
Ep 030/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:34,  5.81it/s, loss=3.141, pair=9.391, adv=2.643, sprd=0.002]
Ep 030/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:32,  6.17it/s, loss=3.141, pair=9.391, adv=2.643, sprd=0.002]
Ep 030/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:32,  6.17it/s, loss=0.473, pair=0.450, adv=2.756, sprd=0.002]
Ep 030/60 [S2:+mat]:  55%|█▋ | 245/444 [00:40<00:34,  5.81it/s, loss=0.473, pair=0.450, adv=2.756, sprd=0.002]
Ep 030/60 [S2:+mat]:  55%|█▋ | 245/444 [00:40<00:34,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  55%|█▋ | 246/444 [00:40<00:31,  6.19it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.19it/s, loss=0.517, pair=0.622, adv=2.687, sprd=0.003]
Ep 030/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:33,  5.84it/s, loss=0.517, pair=0.622, adv=2.687, sprd=0.003]
Ep 030/60 [S2:+mat]:  56%|█ | 247/444 [00:41<00:33,  5.84it/s, loss=5.632, pair=17.625, adv=2.882, sprd=0.003]
Ep 030/60 [S2:+mat]:  56%|█ | 248/444 [00:41<00:31,  6.20it/s, loss=5.632, pair=17.625, adv=2.882, sprd=0.003]
Ep 030/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:31,  6.20it/s, loss=1.080, pair=2.480, adv=2.772, sprd=0.002]
Ep 030/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:34,  5.69it/s, loss=1.080, pair=2.480, adv=2.772, sprd=0.002]
Ep 030/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:34,  5.69it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  56%|█▋ | 250/444 [00:41<00:31,  6.10it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  56%|█▏| 250/444 [00:41<00:31,  6.10it/s, loss=6.395, pair=20.266, adv=2.547, sprd=0.003]
Ep 030/60 [S2:+mat]:  57%|█▏| 251/444 [00:41<00:34,  5.63it/s, loss=6.395, pair=20.266, adv=2.547, sprd=0.003]
Ep 030/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:34,  5.63it/s, loss=7.494, pair=23.734, adv=3.109, sprd=0.004]
Ep 030/60 [S2:+mat]:  57%|█▏| 252/444 [00:42<00:31,  6.02it/s, loss=7.494, pair=23.734, adv=3.109, sprd=0.004]
Ep 030/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:31,  6.02it/s, loss=1.017, pair=2.355, adv=2.519, sprd=0.002]
Ep 030/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:34,  5.62it/s, loss=1.017, pair=2.355, adv=2.519, sprd=0.002]
Ep 030/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:34,  5.62it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:32,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:32,  5.86it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:34,  5.42it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:34,  5.42it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  58%|█▋ | 256/444 [00:42<00:33,  5.65it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  58%|▌| 256/444 [00:42<00:33,  5.65it/s, loss=11.731, pair=37.844, adv=2.828, sprd=0.002]
Ep 030/60 [S2:+mat]:  58%|▌| 257/444 [00:42<00:35,  5.32it/s, loss=11.731, pair=37.844, adv=2.828, sprd=0.002]
Ep 030/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:35,  5.32it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:32,  5.77it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:32,  5.77it/s, loss=0.671, pair=1.106, adv=2.765, sprd=0.003]
Ep 030/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:35,  5.26it/s, loss=0.671, pair=1.106, adv=2.765, sprd=0.003]
Ep 030/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:35,  5.26it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:33,  5.51it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:33,  5.51it/s, loss=0.498, pair=0.560, adv=2.652, sprd=0.002]
Ep 030/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:34,  5.24it/s, loss=0.498, pair=0.560, adv=2.652, sprd=0.002]
Ep 030/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:34,  5.24it/s, loss=3.213, pair=9.602, adv=2.720, sprd=0.002]
Ep 030/60 [S2:+mat]:  59%|█▊ | 262/444 [00:43<00:32,  5.66it/s, loss=3.213, pair=9.602, adv=2.720, sprd=0.002]
Ep 030/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:32,  5.66it/s, loss=0.377, pair=0.106, adv=2.816, sprd=0.003]
Ep 030/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:34,  5.23it/s, loss=0.377, pair=0.106, adv=2.816, sprd=0.003]
Ep 030/60 [S2:+mat]:  59%|█▏| 263/444 [00:44<00:34,  5.23it/s, loss=3.493, pair=10.484, adv=2.896, sprd=0.002]
Ep 030/60 [S2:+mat]:  59%|█▏| 264/444 [00:44<00:31,  5.66it/s, loss=3.493, pair=10.484, adv=2.896, sprd=0.002]
Ep 030/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:31,  5.66it/s, loss=1.668, pair=4.480, adv=2.672, sprd=0.002]
Ep 030/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:32,  5.53it/s, loss=1.668, pair=4.480, adv=2.672, sprd=0.002]
Ep 030/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:32,  5.53it/s, loss=0.381, pair=0.137, adv=2.753, sprd=0.002]
Ep 030/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:31,  5.73it/s, loss=0.381, pair=0.137, adv=2.753, sprd=0.002]
Ep 030/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:31,  5.73it/s, loss=0.362, pair=0.075, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:32,  5.40it/s, loss=0.362, pair=0.075, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:32,  5.40it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  60%|█▊ | 268/444 [00:44<00:30,  5.75it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:30,  5.75it/s, loss=0.340, pair=0.038, adv=2.583, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:31,  5.52it/s, loss=0.340, pair=0.038, adv=2.583, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:31,  5.52it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:30,  5.74it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:30,  5.74it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:32,  5.30it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:32,  5.30it/s, loss=0.385, pair=0.262, adv=2.513, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:30,  5.71it/s, loss=0.385, pair=0.262, adv=2.513, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▏| 272/444 [00:45<00:30,  5.71it/s, loss=5.118, pair=15.984, adv=2.616, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▏| 273/444 [00:45<00:32,  5.26it/s, loss=5.118, pair=15.984, adv=2.616, sprd=0.002]
Ep 030/60 [S2:+mat]:  61%|█▊ | 273/444 [00:46<00:32,  5.26it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:29,  5.74it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:29,  5.74it/s, loss=0.465, pair=0.419, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:31,  5.42it/s, loss=0.465, pair=0.419, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:31,  5.42it/s, loss=0.386, pair=0.200, adv=2.659, sprd=0.003]
Ep 030/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:29,  5.69it/s, loss=0.386, pair=0.200, adv=2.659, sprd=0.003]
Ep 030/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:29,  5.69it/s, loss=0.459, pair=0.387, adv=2.866, sprd=0.002]
Ep 030/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:31,  5.38it/s, loss=0.459, pair=0.387, adv=2.866, sprd=0.002]
Ep 030/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:31,  5.38it/s, loss=1.936, pair=5.391, adv=2.516, sprd=0.002]
Ep 030/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:29,  5.72it/s, loss=1.936, pair=5.391, adv=2.516, sprd=0.002]
Ep 030/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:29,  5.72it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:30,  5.47it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  63%|█▉ | 279/444 [00:47<00:30,  5.47it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:28,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  63%|█▎| 280/444 [00:47<00:28,  5.84it/s, loss=3.359, pair=10.047, adv=2.869, sprd=0.003]
Ep 030/60 [S2:+mat]:  63%|█▎| 281/444 [00:47<00:30,  5.36it/s, loss=3.359, pair=10.047, adv=2.869, sprd=0.003]
Ep 030/60 [S2:+mat]:  63%|█▎| 281/444 [00:47<00:30,  5.36it/s, loss=4.655, pair=14.453, adv=2.598, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▎| 282/444 [00:47<00:27,  5.80it/s, loss=4.655, pair=14.453, adv=2.598, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:27,  5.80it/s, loss=0.603, pair=0.825, adv=2.980, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:29,  5.38it/s, loss=0.603, pair=0.825, adv=2.980, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▎| 283/444 [00:47<00:29,  5.38it/s, loss=5.267, pair=16.453, adv=2.749, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▎| 284/444 [00:47<00:27,  5.72it/s, loss=5.267, pair=16.453, adv=2.749, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▉ | 284/444 [00:48<00:27,  5.72it/s, loss=2.676, pair=7.781, adv=2.793, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▉ | 285/444 [00:48<00:28,  5.53it/s, loss=2.676, pair=7.781, adv=2.793, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▎| 285/444 [00:48<00:28,  5.53it/s, loss=4.417, pair=13.617, adv=2.763, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▎| 286/444 [00:48<00:27,  5.71it/s, loss=4.417, pair=13.617, adv=2.763, sprd=0.002]
Ep 030/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:27,  5.71it/s, loss=0.376, pair=0.137, adv=2.698, sprd=0.002]
Ep 030/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:28,  5.42it/s, loss=0.376, pair=0.137, adv=2.698, sprd=0.002]
Ep 030/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:28,  5.42it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:27,  5.72it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  65%|█▎| 288/444 [00:48<00:27,  5.72it/s, loss=5.095, pair=15.891, adv=2.742, sprd=0.003]
Ep 030/60 [S2:+mat]:  65%|█▎| 289/444 [00:48<00:28,  5.35it/s, loss=5.095, pair=15.891, adv=2.742, sprd=0.003]
Ep 030/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:28,  5.35it/s, loss=0.360, pair=0.075, adv=2.823, sprd=0.002]
Ep 030/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:26,  5.79it/s, loss=0.360, pair=0.075, adv=2.823, sprd=0.002]
Ep 030/60 [S2:+mat]:  65%|█▉ | 290/444 [00:49<00:26,  5.79it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:28,  5.43it/s, loss=0.162, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▎| 291/444 [00:49<00:28,  5.43it/s, loss=7.563, pair=24.203, adv=2.443, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▎| 292/444 [00:49<00:26,  5.73it/s, loss=7.563, pair=24.203, adv=2.443, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:26,  5.73it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:28,  5.33it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:28,  5.33it/s, loss=1.786, pair=4.945, adv=2.514, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:25,  5.80it/s, loss=1.786, pair=4.945, adv=2.514, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:25,  5.80it/s, loss=0.553, pair=0.691, adv=2.831, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:27,  5.50it/s, loss=0.553, pair=0.691, adv=2.831, sprd=0.002]
Ep 030/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:27,  5.50it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:24,  5.95it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  67%|██ | 296/444 [00:50<00:24,  5.95it/s, loss=1.898, pair=5.258, adv=2.626, sprd=0.002]
Ep 030/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:26,  5.64it/s, loss=1.898, pair=5.258, adv=2.626, sprd=0.002]
Ep 030/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:26,  5.64it/s, loss=3.044, pair=9.039, adv=2.732, sprd=0.002]
Ep 030/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:24,  5.99it/s, loss=3.044, pair=9.039, adv=2.732, sprd=0.002]
Ep 030/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:24,  5.99it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.001]
Ep 030/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.71it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.001]
Ep 030/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.71it/s, loss=2.472, pair=7.125, adv=2.710, sprd=0.003]
Ep 030/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.02it/s, loss=2.472, pair=7.125, adv=2.710, sprd=0.003]
Ep 030/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.02it/s, loss=0.474, pair=0.387, adv=2.946, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:26,  5.37it/s, loss=0.474, pair=0.387, adv=2.946, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|█▎| 301/444 [00:51<00:26,  5.37it/s, loss=4.360, pair=13.422, adv=2.634, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|█▎| 302/444 [00:51<00:25,  5.60it/s, loss=4.360, pair=13.422, adv=2.634, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|██ | 302/444 [00:51<00:25,  5.60it/s, loss=0.678, pair=1.106, adv=2.809, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:27,  5.22it/s, loss=0.678, pair=1.106, adv=2.809, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:27,  5.22it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:24,  5.71it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:24,  5.71it/s, loss=1.629, pair=4.371, adv=2.553, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:25,  5.42it/s, loss=1.629, pair=4.371, adv=2.553, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:25,  5.42it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:24,  5.74it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:24,  5.74it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:25,  5.45it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|█▍| 307/444 [00:52<00:25,  5.45it/s, loss=5.289, pair=16.578, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|█▍| 308/444 [00:52<00:23,  5.68it/s, loss=5.289, pair=16.578, adv=2.570, sprd=0.002]
Ep 030/60 [S2:+mat]:  69%|█▍| 308/444 [00:52<00:23,  5.68it/s, loss=4.142, pair=12.672, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|█▍| 309/444 [00:52<00:24,  5.42it/s, loss=4.142, pair=12.672, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:24,  5.42it/s, loss=0.340, pair=0.000, adv=2.760, sprd=0.003]
Ep 030/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:23,  5.79it/s, loss=0.340, pair=0.000, adv=2.760, sprd=0.003]
Ep 030/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:23,  5.79it/s, loss=0.361, pair=0.216, adv=2.347, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:24,  5.33it/s, loss=0.361, pair=0.216, adv=2.347, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:24,  5.33it/s, loss=2.462, pair=7.125, adv=2.625, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:22,  5.75it/s, loss=2.462, pair=7.125, adv=2.625, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|█▍| 312/444 [00:53<00:22,  5.75it/s, loss=4.020, pair=12.273, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|█▍| 313/444 [00:53<00:24,  5.43it/s, loss=4.020, pair=12.273, adv=2.764, sprd=0.002]
Ep 030/60 [S2:+mat]:  70%|█▍| 313/444 [00:53<00:24,  5.43it/s, loss=4.763, pair=14.797, adv=2.666, sprd=0.002]
Ep 030/60 [S2:+mat]:  71%|█▍| 314/444 [00:53<00:22,  5.67it/s, loss=4.763, pair=14.797, adv=2.666, sprd=0.002]
Ep 030/60 [S2:+mat]:  71%|██ | 314/444 [00:53<00:22,  5.67it/s, loss=1.193, pair=2.840, adv=2.875, sprd=0.003]
Ep 030/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:24,  5.20it/s, loss=1.193, pair=2.840, adv=2.875, sprd=0.003]
Ep 030/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:24,  5.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:23,  5.53it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:23,  5.53it/s, loss=0.383, pair=0.075, adv=3.047, sprd=0.003]
Ep 030/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:24,  5.15it/s, loss=0.383, pair=0.075, adv=3.047, sprd=0.003]
Ep 030/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:24,  5.15it/s, loss=0.307, pair=0.000, adv=2.483, sprd=0.003]
Ep 030/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:22,  5.50it/s, loss=0.307, pair=0.000, adv=2.483, sprd=0.003]
Ep 030/60 [S2:+mat]:  72%|██▏| 318/444 [00:54<00:22,  5.50it/s, loss=0.606, pair=0.893, adv=2.805, sprd=0.003]
Ep 030/60 [S2:+mat]:  72%|██▏| 319/444 [00:54<00:24,  5.07it/s, loss=0.606, pair=0.893, adv=2.805, sprd=0.003]
Ep 030/60 [S2:+mat]:  72%|██▏| 319/444 [00:54<00:24,  5.07it/s, loss=1.283, pair=3.152, adv=2.799, sprd=0.002]
Ep 030/60 [S2:+mat]:  72%|██▏| 320/444 [00:54<00:22,  5.42it/s, loss=1.283, pair=3.152, adv=2.799, sprd=0.002]
Ep 030/60 [S2:+mat]:  72%|█▍| 320/444 [00:54<00:22,  5.42it/s, loss=6.504, pair=20.516, adv=2.877, sprd=0.003]
Ep 030/60 [S2:+mat]:  72%|█▍| 321/444 [00:54<00:24,  5.10it/s, loss=6.504, pair=20.516, adv=2.877, sprd=0.003]
Ep 030/60 [S2:+mat]:  72%|█▍| 321/444 [00:54<00:24,  5.10it/s, loss=3.837, pair=11.695, adv=2.738, sprd=0.003]
Ep 030/60 [S2:+mat]:  73%|█▍| 322/444 [00:54<00:21,  5.55it/s, loss=3.837, pair=11.695, adv=2.738, sprd=0.003]
Ep 030/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:21,  5.55it/s, loss=3.077, pair=9.148, adv=2.753, sprd=0.002]
Ep 030/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:23,  5.25it/s, loss=3.077, pair=9.148, adv=2.753, sprd=0.002]
Ep 030/60 [S2:+mat]:  73%|██▏| 323/444 [00:55<00:23,  5.25it/s, loss=0.912, pair=1.950, adv=2.681, sprd=0.003]
Ep 030/60 [S2:+mat]:  73%|██▏| 324/444 [00:55<00:21,  5.52it/s, loss=0.912, pair=1.950, adv=2.681, sprd=0.003]
Ep 030/60 [S2:+mat]:  73%|██▏| 324/444 [00:55<00:21,  5.52it/s, loss=0.577, pair=0.893, adv=2.465, sprd=0.002]
Ep 030/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:23,  5.13it/s, loss=0.577, pair=0.893, adv=2.465, sprd=0.002]
Ep 030/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:23,  5.13it/s, loss=1.151, pair=2.637, adv=2.968, sprd=0.002]
Ep 030/60 [S2:+mat]:  73%|██▏| 326/444 [00:55<00:21,  5.52it/s, loss=1.151, pair=2.637, adv=2.968, sprd=0.002]
Ep 030/60 [S2:+mat]:  73%|▋| 326/444 [00:55<00:21,  5.52it/s, loss=13.237, pair=42.969, adv=2.812, sprd=0.003]
Ep 030/60 [S2:+mat]:  74%|▋| 327/444 [00:55<00:22,  5.21it/s, loss=13.237, pair=42.969, adv=2.812, sprd=0.003]
Ep 030/60 [S2:+mat]:  74%|██▏| 327/444 [00:55<00:22,  5.21it/s, loss=1.127, pair=2.535, adv=2.991, sprd=0.004]
Ep 030/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:21,  5.47it/s, loss=1.127, pair=2.535, adv=2.991, sprd=0.004]
Ep 030/60 [S2:+mat]:  74%|██▏| 328/444 [00:56<00:21,  5.47it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  74%|██▏| 329/444 [00:56<00:21,  5.27it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  74%|██▏| 329/444 [00:56<00:21,  5.27it/s, loss=0.967, pair=2.102, adv=2.728, sprd=0.003]
Ep 030/60 [S2:+mat]:  74%|██▏| 330/444 [00:56<00:20,  5.64it/s, loss=0.967, pair=2.102, adv=2.728, sprd=0.003]
Ep 030/60 [S2:+mat]:  74%|██▏| 330/444 [00:56<00:20,  5.64it/s, loss=0.731, pair=1.199, adv=2.956, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:21,  5.19it/s, loss=0.731, pair=1.199, adv=2.956, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:21,  5.19it/s, loss=1.737, pair=4.637, adv=2.833, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:20,  5.54it/s, loss=1.737, pair=4.637, adv=2.833, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:20,  5.54it/s, loss=0.353, pair=0.012, adv=2.880, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▎| 333/444 [00:56<00:21,  5.25it/s, loss=0.353, pair=0.012, adv=2.880, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▎| 333/444 [00:56<00:21,  5.25it/s, loss=2.652, pair=7.688, adv=2.851, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:19,  5.53it/s, loss=2.652, pair=7.688, adv=2.851, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|█▌| 334/444 [00:57<00:19,  5.53it/s, loss=4.749, pair=14.484, adv=2.716, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|█▌| 335/444 [00:57<00:20,  5.28it/s, loss=4.749, pair=14.484, adv=2.716, sprd=0.003]
Ep 030/60 [S2:+mat]:  75%|██▎| 335/444 [00:57<00:20,  5.28it/s, loss=0.398, pair=0.122, adv=2.840, sprd=0.003]
Ep 030/60 [S2:+mat]:  76%|██▎| 336/444 [00:57<00:18,  5.73it/s, loss=0.398, pair=0.122, adv=2.840, sprd=0.003]
Ep 030/60 [S2:+mat]:  76%|██▎| 336/444 [00:57<00:18,  5.73it/s, loss=0.938, pair=1.923, adv=2.919, sprd=0.003]
Ep 030/60 [S2:+mat]:  76%|██▎| 337/444 [00:57<00:20,  5.34it/s, loss=0.938, pair=1.923, adv=2.919, sprd=0.003]
Ep 030/60 [S2:+mat]:  76%|██▎| 337/444 [00:57<00:20,  5.34it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  76%|██▎| 338/444 [00:57<00:18,  5.76it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  76%|██▎| 338/444 [00:57<00:18,  5.76it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  76%|██▎| 339/444 [00:57<00:19,  5.40it/s, loss=0.109, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  76%|██▎| 339/444 [00:58<00:19,  5.40it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  77%|██▎| 340/444 [00:58<00:18,  5.65it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  77%|██▎| 340/444 [00:58<00:18,  5.65it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  77%|██▎| 341/444 [00:58<00:20,  5.14it/s, loss=0.108, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  77%|██▎| 341/444 [00:58<00:20,  5.14it/s, loss=0.332, pair=0.006, adv=2.684, sprd=0.003]
Ep 030/60 [S2:+mat]:  77%|██▎| 342/444 [00:58<00:18,  5.62it/s, loss=0.332, pair=0.006, adv=2.684, sprd=0.003]
Ep 030/60 [S2:+mat]:  77%|██▎| 342/444 [00:58<00:18,  5.62it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  77%|██▎| 343/444 [00:58<00:19,  5.26it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  77%|██▎| 343/444 [00:58<00:19,  5.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  77%|██▎| 344/444 [00:58<00:17,  5.70it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  77%|██▎| 344/444 [00:58<00:17,  5.70it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  78%|██▎| 345/444 [00:58<00:18,  5.33it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  78%|██▎| 345/444 [00:59<00:18,  5.33it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  78%|██▎| 346/444 [00:59<00:17,  5.64it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  78%|██▎| 346/444 [00:59<00:17,  5.64it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.001]
Ep 030/60 [S2:+mat]:  78%|██▎| 347/444 [00:59<00:18,  5.33it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.001]
Ep 030/60 [S2:+mat]:  78%|██▎| 347/444 [00:59<00:18,  5.33it/s, loss=0.832, pair=1.638, adv=2.810, sprd=0.002]
Ep 030/60 [S2:+mat]:  78%|██▎| 348/444 [00:59<00:16,  5.80it/s, loss=0.832, pair=1.638, adv=2.810, sprd=0.002]
Ep 030/60 [S2:+mat]:  78%|██▎| 348/444 [00:59<00:16,  5.80it/s, loss=0.341, pair=0.075, adv=2.581, sprd=0.002]
Ep 030/60 [S2:+mat]:  79%|██▎| 349/444 [00:59<00:16,  5.63it/s, loss=0.341, pair=0.075, adv=2.581, sprd=0.002]
Ep 030/60 [S2:+mat]:  79%|██▎| 349/444 [00:59<00:16,  5.63it/s, loss=2.612, pair=7.602, adv=2.769, sprd=0.003]
Ep 030/60 [S2:+mat]:  79%|██▎| 350/444 [00:59<00:16,  5.86it/s, loss=2.612, pair=7.602, adv=2.769, sprd=0.003]
Ep 030/60 [S2:+mat]:  79%|██▎| 350/444 [00:59<00:16,  5.86it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:16,  5.71it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  79%|██▎| 351/444 [01:00<00:16,  5.71it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  79%|██▍| 352/444 [01:00<00:15,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  79%|██▍| 352/444 [01:00<00:15,  5.86it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  80%|██▍| 353/444 [01:00<00:16,  5.50it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 030/60 [S2:+mat]:  80%|█▌| 353/444 [01:00<00:16,  5.50it/s, loss=3.419, pair=10.203, adv=2.817, sprd=0.003]
Ep 030/60 [S2:+mat]:  80%|█▌| 354/444 [01:00<00:15,  5.77it/s, loss=3.419, pair=10.203, adv=2.817, sprd=0.003]
Ep 030/60 [S2:+mat]:  80%|██▍| 354/444 [01:00<00:15,  5.77it/s, loss=0.360, pair=0.000, adv=2.998, sprd=0.005]
Ep 030/60 [S2:+mat]:  80%|██▍| 355/444 [01:00<00:16,  5.46it/s, loss=0.360, pair=0.000, adv=2.998, sprd=0.005]
Ep 030/60 [S2:+mat]:  80%|██▍| 355/444 [01:00<00:16,  5.46it/s, loss=0.328, pair=0.000, adv=2.721, sprd=0.002]
Ep 030/60 [S2:+mat]:  80%|██▍| 356/444 [01:00<00:15,  5.84it/s, loss=0.328, pair=0.000, adv=2.721, sprd=0.002]
Ep 030/60 [S2:+mat]:  80%|█▌| 356/444 [01:01<00:15,  5.84it/s, loss=3.617, pair=10.922, adv=2.883, sprd=0.002]
Ep 030/60 [S2:+mat]:  80%|█▌| 357/444 [01:01<00:15,  5.45it/s, loss=3.617, pair=10.922, adv=2.883, sprd=0.002]
Ep 030/60 [S2:+mat]:  80%|██▍| 357/444 [01:01<00:15,  5.45it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  81%|██▍| 358/444 [01:01<00:14,  5.80it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  81%|██▍| 358/444 [01:01<00:14,  5.80it/s, loss=0.990, pair=2.193, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  81%|██▍| 359/444 [01:01<00:15,  5.56it/s, loss=0.990, pair=2.193, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  81%|██▍| 359/444 [01:01<00:15,  5.56it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  81%|██▍| 360/444 [01:01<00:14,  5.91it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  81%|██▍| 360/444 [01:01<00:14,  5.91it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  81%|██▍| 361/444 [01:01<00:14,  5.62it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  81%|█▋| 361/444 [01:01<00:14,  5.62it/s, loss=8.458, pair=27.094, adv=2.717, sprd=0.003]
Ep 030/60 [S2:+mat]:  82%|█▋| 362/444 [01:01<00:13,  5.93it/s, loss=8.458, pair=27.094, adv=2.717, sprd=0.003]
Ep 030/60 [S2:+mat]:  82%|█▋| 362/444 [01:02<00:13,  5.93it/s, loss=3.638, pair=10.984, adv=2.882, sprd=0.002]
Ep 030/60 [S2:+mat]:  82%|█▋| 363/444 [01:02<00:14,  5.49it/s, loss=3.638, pair=10.984, adv=2.882, sprd=0.002]
Ep 030/60 [S2:+mat]:  82%|██▍| 363/444 [01:02<00:14,  5.49it/s, loss=0.341, pair=0.075, adv=2.616, sprd=0.002]
Ep 030/60 [S2:+mat]:  82%|██▍| 364/444 [01:02<00:13,  5.84it/s, loss=0.341, pair=0.075, adv=2.616, sprd=0.002]
Ep 030/60 [S2:+mat]:  82%|██▍| 364/444 [01:02<00:13,  5.84it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  82%|██▍| 365/444 [01:02<00:14,  5.41it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  82%|█▋| 365/444 [01:02<00:14,  5.41it/s, loss=4.626, pair=14.297, adv=2.817, sprd=0.003]
Ep 030/60 [S2:+mat]:  82%|█▋| 366/444 [01:02<00:13,  5.78it/s, loss=4.626, pair=14.297, adv=2.817, sprd=0.003]
Ep 030/60 [S2:+mat]:  82%|▊| 366/444 [01:02<00:13,  5.78it/s, loss=10.556, pair=34.031, adv=2.832, sprd=0.003]
Ep 030/60 [S2:+mat]:  83%|▊| 367/444 [01:02<00:13,  5.71it/s, loss=10.556, pair=34.031, adv=2.832, sprd=0.003]
Ep 030/60 [S2:+mat]:  83%|██▍| 367/444 [01:02<00:13,  5.71it/s, loss=0.426, pair=0.309, adv=2.708, sprd=0.003]
Ep 030/60 [S2:+mat]:  83%|██▍| 368/444 [01:02<00:12,  6.03it/s, loss=0.426, pair=0.309, adv=2.708, sprd=0.003]
Ep 030/60 [S2:+mat]:  83%|██▍| 368/444 [01:03<00:12,  6.03it/s, loss=0.394, pair=0.091, adv=2.999, sprd=0.004]
Ep 030/60 [S2:+mat]:  83%|██▍| 369/444 [01:03<00:13,  5.59it/s, loss=0.394, pair=0.091, adv=2.999, sprd=0.004]
Ep 030/60 [S2:+mat]:  83%|█▋| 369/444 [01:03<00:13,  5.59it/s, loss=4.747, pair=14.664, adv=2.877, sprd=0.003]
Ep 030/60 [S2:+mat]:  83%|█▋| 370/444 [01:03<00:12,  5.86it/s, loss=4.747, pair=14.664, adv=2.877, sprd=0.003]
Ep 030/60 [S2:+mat]:  83%|██▌| 370/444 [01:03<00:12,  5.86it/s, loss=0.834, pair=1.653, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  84%|██▌| 371/444 [01:03<00:13,  5.50it/s, loss=0.834, pair=1.653, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  84%|██▌| 371/444 [01:03<00:13,  5.50it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  84%|██▌| 372/444 [01:03<00:12,  5.74it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 030/60 [S2:+mat]:  84%|██▌| 372/444 [01:03<00:12,  5.74it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:12,  5.57it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  84%|██▌| 373/444 [01:04<00:12,  5.57it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  84%|██▌| 374/444 [01:04<00:11,  5.91it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  84%|██▌| 374/444 [01:04<00:11,  5.91it/s, loss=2.032, pair=5.449, adv=2.739, sprd=0.003]
Ep 030/60 [S2:+mat]:  84%|██▌| 375/444 [01:04<00:12,  5.49it/s, loss=2.032, pair=5.449, adv=2.739, sprd=0.003]
Ep 030/60 [S2:+mat]:  84%|██▌| 375/444 [01:04<00:12,  5.49it/s, loss=0.365, pair=0.122, adv=2.671, sprd=0.003]
Ep 030/60 [S2:+mat]:  85%|██▌| 376/444 [01:04<00:11,  5.93it/s, loss=0.365, pair=0.122, adv=2.671, sprd=0.003]
Ep 030/60 [S2:+mat]:  85%|██▌| 376/444 [01:04<00:11,  5.93it/s, loss=0.746, pair=1.287, adv=3.013, sprd=0.002]
Ep 030/60 [S2:+mat]:  85%|██▌| 377/444 [01:04<00:11,  5.74it/s, loss=0.746, pair=1.287, adv=3.013, sprd=0.002]
Ep 030/60 [S2:+mat]:  85%|█▋| 377/444 [01:04<00:11,  5.74it/s, loss=3.453, pair=10.359, adv=2.853, sprd=0.003]
Ep 030/60 [S2:+mat]:  85%|█▋| 378/444 [01:04<00:10,  6.07it/s, loss=3.453, pair=10.359, adv=2.853, sprd=0.003]
Ep 030/60 [S2:+mat]:  85%|██▌| 378/444 [01:04<00:10,  6.07it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  85%|██▌| 379/444 [01:04<00:11,  5.75it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  85%|██▌| 379/444 [01:05<00:11,  5.75it/s, loss=1.026, pair=2.324, adv=2.712, sprd=0.003]
Ep 030/60 [S2:+mat]:  86%|██▌| 380/444 [01:05<00:10,  6.15it/s, loss=1.026, pair=2.324, adv=2.712, sprd=0.003]
Ep 030/60 [S2:+mat]:  86%|██▌| 380/444 [01:05<00:10,  6.15it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  86%|██▌| 381/444 [01:05<00:10,  5.84it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  86%|██▌| 381/444 [01:05<00:10,  5.84it/s, loss=1.686, pair=4.477, adv=2.866, sprd=0.003]
Ep 030/60 [S2:+mat]:  86%|██▌| 382/444 [01:05<00:09,  6.21it/s, loss=1.686, pair=4.477, adv=2.866, sprd=0.003]
Ep 030/60 [S2:+mat]:  86%|██▌| 382/444 [01:05<00:09,  6.21it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  86%|██▌| 383/444 [01:05<00:10,  5.79it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  86%|██▌| 383/444 [01:05<00:10,  5.79it/s, loss=0.506, pair=0.513, adv=2.942, sprd=0.003]
Ep 030/60 [S2:+mat]:  86%|██▌| 384/444 [01:05<00:09,  6.18it/s, loss=0.506, pair=0.513, adv=2.942, sprd=0.003]
Ep 030/60 [S2:+mat]:  86%|██▌| 384/444 [01:05<00:09,  6.18it/s, loss=1.804, pair=4.891, adv=2.820, sprd=0.002]
Ep 030/60 [S2:+mat]:  87%|██▌| 385/444 [01:05<00:10,  5.83it/s, loss=1.804, pair=4.891, adv=2.820, sprd=0.002]
Ep 030/60 [S2:+mat]:  87%|██▌| 385/444 [01:06<00:10,  5.83it/s, loss=0.503, pair=0.606, adv=2.657, sprd=0.003]
Ep 030/60 [S2:+mat]:  87%|██▌| 386/444 [01:06<00:09,  6.21it/s, loss=0.503, pair=0.606, adv=2.657, sprd=0.003]
Ep 030/60 [S2:+mat]:  87%|██▌| 386/444 [01:06<00:09,  6.21it/s, loss=0.854, pair=1.231, adv=2.884, sprd=0.003]
Ep 030/60 [S2:+mat]:  87%|██▌| 387/444 [01:06<00:09,  5.85it/s, loss=0.854, pair=1.231, adv=2.884, sprd=0.003]
Ep 030/60 [S2:+mat]:  87%|██▌| 387/444 [01:06<00:09,  5.85it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  87%|██▌| 388/444 [01:06<00:08,  6.23it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  87%|██▌| 388/444 [01:06<00:08,  6.23it/s, loss=0.346, pair=0.000, adv=2.884, sprd=0.002]
Ep 030/60 [S2:+mat]:  88%|██▋| 389/444 [01:06<00:09,  5.94it/s, loss=0.346, pair=0.000, adv=2.884, sprd=0.002]
Ep 030/60 [S2:+mat]:  88%|██▋| 389/444 [01:06<00:09,  5.94it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:08,  6.31it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:08,  6.31it/s, loss=0.391, pair=0.200, adv=2.738, sprd=0.003]
Ep 030/60 [S2:+mat]:  88%|██▋| 391/444 [01:06<00:09,  5.77it/s, loss=0.391, pair=0.200, adv=2.738, sprd=0.003]
Ep 030/60 [S2:+mat]:  88%|██▋| 391/444 [01:07<00:09,  5.77it/s, loss=2.014, pair=5.633, adv=2.614, sprd=0.002]
Ep 030/60 [S2:+mat]:  88%|██▋| 392/444 [01:07<00:08,  6.17it/s, loss=2.014, pair=5.633, adv=2.614, sprd=0.002]
Ep 030/60 [S2:+mat]:  88%|██▋| 392/444 [01:07<00:08,  6.17it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|██▋| 393/444 [01:07<00:08,  5.89it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|██▋| 393/444 [01:07<00:08,  5.89it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  89%|██▋| 394/444 [01:07<00:07,  6.28it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  89%|█▊| 394/444 [01:07<00:07,  6.28it/s, loss=6.102, pair=18.609, adv=2.929, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|█▊| 395/444 [01:07<00:08,  5.87it/s, loss=6.102, pair=18.609, adv=2.929, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|██▋| 395/444 [01:07<00:08,  5.87it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|██▋| 396/444 [01:07<00:07,  6.23it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|██▋| 396/444 [01:07<00:07,  6.23it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|██▋| 397/444 [01:07<00:08,  5.82it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  89%|██▋| 397/444 [01:08<00:08,  5.82it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  90%|██▋| 398/444 [01:08<00:07,  6.21it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  90%|██▋| 398/444 [01:08<00:07,  6.21it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  90%|██▋| 399/444 [01:08<00:07,  5.96it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  90%|██▋| 399/444 [01:08<00:07,  5.96it/s, loss=2.531, pair=7.266, adv=2.944, sprd=0.003]
Ep 030/60 [S2:+mat]:  90%|██▋| 400/444 [01:08<00:07,  6.15it/s, loss=2.531, pair=7.266, adv=2.944, sprd=0.003]
Ep 030/60 [S2:+mat]:  90%|██▋| 400/444 [01:08<00:07,  6.15it/s, loss=0.758, pair=1.419, adv=2.748, sprd=0.002]
Ep 030/60 [S2:+mat]:  90%|██▋| 401/444 [01:08<00:07,  5.60it/s, loss=0.758, pair=1.419, adv=2.748, sprd=0.002]
Ep 030/60 [S2:+mat]:  90%|██▋| 401/444 [01:08<00:07,  5.60it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  91%|██▋| 402/444 [01:08<00:06,  6.02it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  91%|██▋| 402/444 [01:08<00:06,  6.02it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  91%|██▋| 403/444 [01:08<00:07,  5.73it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  91%|██▋| 403/444 [01:09<00:07,  5.73it/s, loss=2.083, pair=5.832, adv=2.735, sprd=0.003]
Ep 030/60 [S2:+mat]:  91%|██▋| 404/444 [01:09<00:06,  6.08it/s, loss=2.083, pair=5.832, adv=2.735, sprd=0.003]
Ep 030/60 [S2:+mat]:  91%|██▋| 404/444 [01:09<00:06,  6.08it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  91%|██▋| 405/444 [01:09<00:06,  5.79it/s, loss=0.116, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  91%|██▋| 405/444 [01:09<00:06,  5.79it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  91%|██▋| 406/444 [01:09<00:06,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  91%|██▋| 406/444 [01:09<00:06,  6.20it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 407/444 [01:09<00:06,  5.98it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 407/444 [01:09<00:06,  5.98it/s, loss=1.960, pair=5.414, adv=2.682, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 408/444 [01:09<00:05,  6.32it/s, loss=1.960, pair=5.414, adv=2.682, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 408/444 [01:09<00:05,  6.32it/s, loss=0.480, pair=0.200, adv=2.904, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 409/444 [01:09<00:05,  5.87it/s, loss=0.480, pair=0.200, adv=2.904, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 409/444 [01:10<00:05,  5.87it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 410/444 [01:10<00:05,  6.26it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  92%|██▊| 410/444 [01:10<00:05,  6.26it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  93%|██▊| 411/444 [01:10<00:05,  5.99it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  93%|██▊| 411/444 [01:10<00:05,  5.99it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  93%|██▊| 412/444 [01:10<00:05,  6.34it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  93%|██▊| 412/444 [01:10<00:05,  6.34it/s, loss=0.342, pair=0.075, adv=2.643, sprd=0.002]
Ep 030/60 [S2:+mat]:  93%|██▊| 413/444 [01:10<00:05,  5.76it/s, loss=0.342, pair=0.075, adv=2.643, sprd=0.002]
Ep 030/60 [S2:+mat]:  93%|█▊| 413/444 [01:10<00:05,  5.76it/s, loss=7.277, pair=23.125, adv=2.862, sprd=0.003]
Ep 030/60 [S2:+mat]:  93%|█▊| 414/444 [01:10<00:04,  6.16it/s, loss=7.277, pair=23.125, adv=2.862, sprd=0.003]
Ep 030/60 [S2:+mat]:  93%|██▊| 414/444 [01:10<00:04,  6.16it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  93%|██▊| 415/444 [01:10<00:05,  5.79it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  93%|██▊| 415/444 [01:11<00:05,  5.79it/s, loss=3.279, pair=9.797, adv=2.779, sprd=0.002]
Ep 030/60 [S2:+mat]:  94%|██▊| 416/444 [01:11<00:04,  6.19it/s, loss=3.279, pair=9.797, adv=2.779, sprd=0.002]
Ep 030/60 [S2:+mat]:  94%|██▊| 416/444 [01:11<00:04,  6.19it/s, loss=0.349, pair=0.000, adv=2.899, sprd=0.004]
Ep 030/60 [S2:+mat]:  94%|██▊| 417/444 [01:11<00:04,  5.72it/s, loss=0.349, pair=0.000, adv=2.899, sprd=0.004]
Ep 030/60 [S2:+mat]:  94%|██▊| 417/444 [01:11<00:04,  5.72it/s, loss=0.335, pair=0.000, adv=2.786, sprd=0.002]
Ep 030/60 [S2:+mat]:  94%|██▊| 418/444 [01:11<00:04,  6.11it/s, loss=0.335, pair=0.000, adv=2.786, sprd=0.002]
Ep 030/60 [S2:+mat]:  94%|█▉| 418/444 [01:11<00:04,  6.11it/s, loss=5.230, pair=16.234, adv=3.001, sprd=0.002]
Ep 030/60 [S2:+mat]:  94%|█▉| 419/444 [01:11<00:04,  5.88it/s, loss=5.230, pair=16.234, adv=3.001, sprd=0.002]
Ep 030/60 [S2:+mat]:  94%|██▊| 419/444 [01:11<00:04,  5.88it/s, loss=0.359, pair=0.169, adv=2.561, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 420/444 [01:11<00:03,  6.26it/s, loss=0.359, pair=0.169, adv=2.561, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 420/444 [01:11<00:03,  6.26it/s, loss=0.481, pair=0.489, adv=2.730, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 421/444 [01:11<00:03,  5.79it/s, loss=0.481, pair=0.489, adv=2.730, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 421/444 [01:12<00:03,  5.79it/s, loss=0.657, pair=1.075, adv=2.781, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 422/444 [01:12<00:03,  6.18it/s, loss=0.657, pair=1.075, adv=2.781, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 422/444 [01:12<00:03,  6.18it/s, loss=0.381, pair=0.137, adv=2.790, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 423/444 [01:12<00:03,  5.84it/s, loss=0.381, pair=0.137, adv=2.790, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 423/444 [01:12<00:03,  5.84it/s, loss=0.346, pair=0.000, adv=2.889, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 424/444 [01:12<00:03,  6.07it/s, loss=0.346, pair=0.000, adv=2.889, sprd=0.002]
Ep 030/60 [S2:+mat]:  95%|██▊| 424/444 [01:12<00:03,  6.07it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  96%|██▊| 425/444 [01:12<00:03,  5.69it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  96%|██▊| 425/444 [01:12<00:03,  5.69it/s, loss=0.555, pair=0.732, adv=2.752, sprd=0.003]
Ep 030/60 [S2:+mat]:  96%|██▉| 426/444 [01:12<00:02,  6.01it/s, loss=0.555, pair=0.732, adv=2.752, sprd=0.003]
Ep 030/60 [S2:+mat]:  96%|██▉| 426/444 [01:12<00:02,  6.01it/s, loss=0.338, pair=0.028, adv=2.704, sprd=0.002]
Ep 030/60 [S2:+mat]:  96%|██▉| 427/444 [01:12<00:02,  5.81it/s, loss=0.338, pair=0.028, adv=2.704, sprd=0.002]
Ep 030/60 [S2:+mat]:  96%|█▉| 427/444 [01:13<00:02,  5.81it/s, loss=6.792, pair=21.516, adv=2.716, sprd=0.004]
Ep 030/60 [S2:+mat]:  96%|█▉| 428/444 [01:13<00:02,  6.12it/s, loss=6.792, pair=21.516, adv=2.716, sprd=0.004]
Ep 030/60 [S2:+mat]:  96%|██▉| 428/444 [01:13<00:02,  6.12it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  97%|██▉| 429/444 [01:13<00:02,  5.63it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  97%|██▉| 429/444 [01:13<00:02,  5.63it/s, loss=0.600, pair=0.903, adv=2.697, sprd=0.002]
Ep 030/60 [S2:+mat]:  97%|██▉| 430/444 [01:13<00:02,  6.06it/s, loss=0.600, pair=0.903, adv=2.697, sprd=0.002]
Ep 030/60 [S2:+mat]:  97%|██▉| 430/444 [01:13<00:02,  6.06it/s, loss=2.555, pair=7.383, adv=2.821, sprd=0.003]
Ep 030/60 [S2:+mat]:  97%|██▉| 431/444 [01:13<00:02,  5.62it/s, loss=2.555, pair=7.383, adv=2.821, sprd=0.003]
Ep 030/60 [S2:+mat]:  97%|██▉| 431/444 [01:13<00:02,  5.62it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  97%|██▉| 432/444 [01:13<00:01,  6.04it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  97%|█▉| 432/444 [01:13<00:01,  6.04it/s, loss=3.826, pair=11.602, adv=2.892, sprd=0.002]
Ep 030/60 [S2:+mat]:  98%|█▉| 433/444 [01:13<00:01,  5.78it/s, loss=3.826, pair=11.602, adv=2.892, sprd=0.002]
Ep 030/60 [S2:+mat]:  98%|██▉| 433/444 [01:14<00:01,  5.78it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  98%|██▉| 434/444 [01:14<00:01,  5.97it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 030/60 [S2:+mat]:  98%|██▉| 434/444 [01:14<00:01,  5.97it/s, loss=0.381, pair=0.145, adv=2.769, sprd=0.004]
Ep 030/60 [S2:+mat]:  98%|██▉| 435/444 [01:14<00:01,  5.59it/s, loss=0.381, pair=0.145, adv=2.769, sprd=0.004]
Ep 030/60 [S2:+mat]:  98%|██▉| 435/444 [01:14<00:01,  5.59it/s, loss=0.341, pair=0.044, adv=2.705, sprd=0.002]
Ep 030/60 [S2:+mat]:  98%|██▉| 436/444 [01:14<00:01,  5.92it/s, loss=0.341, pair=0.044, adv=2.705, sprd=0.002]
Ep 030/60 [S2:+mat]:  98%|██▉| 436/444 [01:14<00:01,  5.92it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  98%|██▉| 437/444 [01:14<00:01,  5.43it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 030/60 [S2:+mat]:  98%|██▉| 437/444 [01:14<00:01,  5.43it/s, loss=0.503, pair=0.513, adv=2.814, sprd=0.002]
Ep 030/60 [S2:+mat]:  99%|██▉| 438/444 [01:14<00:01,  5.85it/s, loss=0.503, pair=0.513, adv=2.814, sprd=0.002]
Ep 030/60 [S2:+mat]:  99%|██▉| 438/444 [01:14<00:01,  5.85it/s, loss=1.104, pair=2.574, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  99%|██▉| 439/444 [01:14<00:00,  5.46it/s, loss=1.104, pair=2.574, adv=2.740, sprd=0.003]
Ep 030/60 [S2:+mat]:  99%|██▉| 439/444 [01:15<00:00,  5.46it/s, loss=1.203, pair=2.824, adv=3.004, sprd=0.003]
Ep 030/60 [S2:+mat]:  99%|██▉| 440/444 [01:15<00:00,  5.91it/s, loss=1.203, pair=2.824, adv=3.004, sprd=0.003]
Ep 030/60 [S2:+mat]:  99%|██▉| 440/444 [01:15<00:00,  5.91it/s, loss=1.569, pair=4.082, adv=2.843, sprd=0.003]
Ep 030/60 [S2:+mat]:  99%|██▉| 441/444 [01:15<00:00,  5.64it/s, loss=1.569, pair=4.082, adv=2.843, sprd=0.003]
Ep 030/60 [S2:+mat]:  99%|██▉| 441/444 [01:15<00:00,  5.64it/s, loss=0.664, pair=1.060, adv=2.806, sprd=0.003]
Ep 030/60 [S2:+mat]: 100%|██▉| 442/444 [01:15<00:00,  6.06it/s, loss=0.664, pair=1.060, adv=2.806, sprd=0.003]
Ep 030/60 [S2:+mat]: 100%|█▉| 442/444 [01:15<00:00,  6.06it/s, loss=5.547, pair=17.406, adv=2.625, sprd=0.002]
Ep 030/60 [S2:+mat]: 100%|█▉| 443/444 [01:15<00:00,  5.58it/s, loss=5.547, pair=17.406, adv=2.625, sprd=0.002]
Ep 030/60 [S2:+mat]: 100%|█▉| 443/444 [01:15<00:00,  5.58it/s, loss=5.985, pair=18.828, adv=2.791, sprd=0.003]
Ep 030/60 [S2:+mat]: 100%|██| 444/444 [01:15<00:00,  6.01it/s, loss=5.985, pair=18.828, adv=2.791, sprd=0.003]
                                                                                                              
Epoch 030/60 [S2:+mat]  loss=1.7651  mat=0.1769  sens=5.5613  pair=4.9799  adv=1.9379(rand=3.37)  deg=0.0110  orth=0.0063  spread=0.0026  q_mean=52.7  q_std=21.3  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.50e-05  76s

Ep 031/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 031/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.307, pair=0.006, adv=2.456, sprd=0.002]
Ep 031/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:38,  2.79it/s, loss=0.307, pair=0.006, adv=2.456, sprd=0.002]
Ep 031/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:38,  2.79it/s, loss=1.532, pair=3.982, adv=2.763, sprd=0.002]
Ep 031/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:43,  4.28it/s, loss=1.532, pair=3.982, adv=2.763, sprd=0.002]
Ep 031/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:43,  4.28it/s, loss=2.481, pair=7.117, adv=2.774, sprd=0.002]
Ep 031/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:36,  4.57it/s, loss=2.481, pair=7.117, adv=2.774, sprd=0.002]
Ep 031/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:36,  4.57it/s, loss=1.564, pair=4.035, adv=2.943, sprd=0.002]
Ep 031/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:22,  5.33it/s, loss=1.564, pair=4.035, adv=2.943, sprd=0.002]
Ep 031/60 [S2:+mat]:   1%|     | 4/444 [00:01<01:22,  5.33it/s, loss=0.386, pair=0.000, adv=3.094, sprd=0.003]
Ep 031/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:26,  5.10it/s, loss=0.386, pair=0.000, adv=3.094, sprd=0.003]
Ep 031/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:26,  5.10it/s, loss=0.362, pair=0.012, adv=2.948, sprd=0.003]
Ep 031/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:17,  5.66it/s, loss=0.362, pair=0.012, adv=2.948, sprd=0.003]
Ep 031/60 [S2:+mat]:   1%|    | 6/444 [00:01<01:17,  5.66it/s, loss=7.121, pair=22.594, adv=2.737, sprd=0.003]
Ep 031/60 [S2:+mat]:   2%|    | 7/444 [00:01<01:20,  5.41it/s, loss=7.121, pair=22.594, adv=2.737, sprd=0.003]
Ep 031/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:20,  5.41it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:16,  5.70it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   2%|    | 8/444 [00:01<01:16,  5.70it/s, loss=8.134, pair=25.938, adv=2.921, sprd=0.003]
Ep 031/60 [S2:+mat]:   2%|    | 9/444 [00:01<01:20,  5.42it/s, loss=8.134, pair=25.938, adv=2.921, sprd=0.003]
Ep 031/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:20,  5.42it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:13,  5.89it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   2%|    | 10/444 [00:02<01:13,  5.89it/s, loss=1.993, pair=5.508, adv=2.827, sprd=0.002]
Ep 031/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:17,  5.58it/s, loss=1.993, pair=5.508, adv=2.827, sprd=0.002]
Ep 031/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:17,  5.58it/s, loss=0.350, pair=0.028, adv=2.855, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:14,  5.82it/s, loss=0.350, pair=0.028, adv=2.855, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:14,  5.82it/s, loss=0.339, pair=0.006, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:18,  5.47it/s, loss=0.339, pair=0.006, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|   | 13/444 [00:02<01:18,  5.47it/s, loss=4.538, pair=14.047, adv=2.655, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:13,  5.84it/s, loss=4.538, pair=14.047, adv=2.655, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:13,  5.84it/s, loss=3.371, pair=10.023, adv=2.929, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|   | 15/444 [00:02<01:18,  5.46it/s, loss=3.371, pair=10.023, adv=2.929, sprd=0.002]
Ep 031/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:18,  5.46it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:14,  5.76it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:14,  5.76it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:17,  5.52it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:17,  5.52it/s, loss=0.677, pair=1.075, adv=3.034, sprd=0.002]
Ep 031/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:12,  5.85it/s, loss=0.677, pair=1.075, adv=3.034, sprd=0.002]
Ep 031/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:12,  5.85it/s, loss=0.425, pair=0.276, adv=2.837, sprd=0.002]
Ep 031/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:17,  5.50it/s, loss=0.425, pair=0.276, adv=2.837, sprd=0.002]
Ep 031/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:17,  5.50it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:12,  5.87it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:12,  5.87it/s, loss=0.846, pair=1.675, adv=2.783, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:16,  5.56it/s, loss=0.846, pair=1.675, adv=2.783, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 21/444 [00:04<01:16,  5.56it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:13,  5.75it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:13,  5.75it/s, loss=0.199, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:16,  5.51it/s, loss=0.199, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:16,  5.51it/s, loss=0.329, pair=0.000, adv=2.718, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:11,  5.90it/s, loss=0.329, pair=0.000, adv=2.718, sprd=0.003]
Ep 031/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:11,  5.90it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:15,  5.53it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:15,  5.53it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:10,  5.91it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   6%|▏  | 26/444 [00:04<01:10,  5.91it/s, loss=4.670, pair=14.172, adv=2.847, sprd=0.003]
Ep 031/60 [S2:+mat]:   6%|▏  | 27/444 [00:04<01:14,  5.59it/s, loss=4.670, pair=14.172, adv=2.847, sprd=0.003]
Ep 031/60 [S2:+mat]:   6%|▏   | 27/444 [00:05<01:14,  5.59it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 031/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:09,  5.96it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 031/60 [S2:+mat]:   6%|▏  | 28/444 [00:05<01:09,  5.96it/s, loss=6.295, pair=19.844, adv=2.745, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▏  | 29/444 [00:05<01:12,  5.74it/s, loss=6.295, pair=19.844, adv=2.745, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:12,  5.74it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:07,  6.12it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:07,  6.12it/s, loss=0.136, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:10,  5.84it/s, loss=0.136, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:10,  5.84it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:06,  6.23it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:06,  6.23it/s, loss=0.473, pair=0.434, adv=2.834, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:11,  5.72it/s, loss=0.473, pair=0.434, adv=2.834, sprd=0.003]
Ep 031/60 [S2:+mat]:   7%|▎   | 33/444 [00:06<01:11,  5.72it/s, loss=0.638, pair=1.099, adv=2.483, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:06,  6.12it/s, loss=0.638, pair=1.099, adv=2.483, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▏  | 34/444 [00:06<01:06,  6.12it/s, loss=3.724, pair=11.227, adv=2.959, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▏  | 35/444 [00:06<01:09,  5.85it/s, loss=3.724, pair=11.227, adv=2.959, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:09,  5.85it/s, loss=0.456, pair=0.387, adv=2.890, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.21it/s, loss=0.456, pair=0.387, adv=2.890, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.21it/s, loss=1.399, pair=3.293, adv=2.790, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:09,  5.87it/s, loss=1.399, pair=3.293, adv=2.790, sprd=0.002]
Ep 031/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:09,  5.87it/s, loss=0.466, pair=0.442, adv=2.801, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.19it/s, loss=0.466, pair=0.442, adv=2.801, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:05,  6.19it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:13,  5.47it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 39/444 [00:07<01:13,  5.47it/s, loss=2.721, pair=7.988, adv=2.638, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:08,  5.91it/s, loss=2.721, pair=7.988, adv=2.638, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:08,  5.91it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:13,  5.51it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:13,  5.51it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:07,  5.97it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:07,  5.97it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:12,  5.54it/s, loss=0.077, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:12,  5.54it/s, loss=0.346, pair=0.012, adv=2.902, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:09,  5.77it/s, loss=0.346, pair=0.012, adv=2.902, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:09,  5.77it/s, loss=0.379, pair=0.137, adv=2.764, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:11,  5.59it/s, loss=0.379, pair=0.137, adv=2.764, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 45/444 [00:08<01:11,  5.59it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:07,  5.88it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:07,  5.88it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:13,  5.38it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:13,  5.38it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:08,  5.82it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:08,  5.82it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.001]
Ep 031/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:11,  5.52it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.001]
Ep 031/60 [S2:+mat]:  11%|▎  | 49/444 [00:08<01:11,  5.52it/s, loss=4.136, pair=12.625, adv=2.960, sprd=0.003]
Ep 031/60 [S2:+mat]:  11%|▎  | 50/444 [00:08<01:06,  5.95it/s, loss=4.136, pair=12.625, adv=2.960, sprd=0.003]
Ep 031/60 [S2:+mat]:  11%|▎  | 50/444 [00:09<01:06,  5.95it/s, loss=6.194, pair=19.422, adv=3.073, sprd=0.003]
Ep 031/60 [S2:+mat]:  11%|▎  | 51/444 [00:09<01:12,  5.42it/s, loss=6.194, pair=19.422, adv=3.073, sprd=0.003]
Ep 031/60 [S2:+mat]:  11%|▎  | 51/444 [00:09<01:12,  5.42it/s, loss=6.110, pair=19.266, adv=2.744, sprd=0.002]
Ep 031/60 [S2:+mat]:  12%|▎  | 52/444 [00:09<01:06,  5.88it/s, loss=6.110, pair=19.266, adv=2.744, sprd=0.002]
Ep 031/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:06,  5.88it/s, loss=1.209, pair=2.887, adv=2.742, sprd=0.002]
Ep 031/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:09,  5.60it/s, loss=1.209, pair=2.887, adv=2.742, sprd=0.002]
Ep 031/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:09,  5.60it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:05,  5.95it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:05,  5.95it/s, loss=0.363, pair=0.091, adv=2.818, sprd=0.002]
Ep 031/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:10,  5.55it/s, loss=0.363, pair=0.091, adv=2.818, sprd=0.002]
Ep 031/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:10,  5.55it/s, loss=0.634, pair=0.966, adv=2.821, sprd=0.002]
Ep 031/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:05,  5.95it/s, loss=0.634, pair=0.966, adv=2.821, sprd=0.002]
Ep 031/60 [S2:+mat]:  13%|▌   | 56/444 [00:10<01:05,  5.95it/s, loss=1.110, pair=2.535, adv=2.897, sprd=0.003]
Ep 031/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:08,  5.66it/s, loss=1.110, pair=2.535, adv=2.897, sprd=0.003]
Ep 031/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:08,  5.66it/s, loss=0.321, pair=0.000, adv=2.651, sprd=0.002]
Ep 031/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:03,  6.08it/s, loss=0.321, pair=0.000, adv=2.651, sprd=0.002]
Ep 031/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:03,  6.08it/s, loss=0.489, pair=0.341, adv=2.619, sprd=0.002]
Ep 031/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:05,  5.86it/s, loss=0.489, pair=0.341, adv=2.619, sprd=0.002]
Ep 031/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:05,  5.86it/s, loss=1.951, pair=5.418, adv=2.656, sprd=0.002]
Ep 031/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:01,  6.23it/s, loss=1.951, pair=5.418, adv=2.656, sprd=0.002]
Ep 031/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:01,  6.23it/s, loss=0.405, pair=0.200, adv=2.812, sprd=0.003]
Ep 031/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:06,  5.78it/s, loss=0.405, pair=0.200, adv=2.812, sprd=0.003]
Ep 031/60 [S2:+mat]:  14%|▍  | 61/444 [00:10<01:06,  5.78it/s, loss=6.908, pair=21.953, adv=2.679, sprd=0.003]
Ep 031/60 [S2:+mat]:  14%|▍  | 62/444 [00:10<01:04,  5.95it/s, loss=6.908, pair=21.953, adv=2.679, sprd=0.003]
Ep 031/60 [S2:+mat]:  14%|▍  | 62/444 [00:11<01:04,  5.95it/s, loss=4.930, pair=15.297, adv=2.802, sprd=0.003]
Ep 031/60 [S2:+mat]:  14%|▍  | 63/444 [00:11<01:11,  5.31it/s, loss=4.930, pair=15.297, adv=2.802, sprd=0.003]
Ep 031/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:11,  5.31it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:07,  5.67it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:07,  5.67it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:10,  5.34it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:10,  5.34it/s, loss=1.355, pair=3.387, adv=2.826, sprd=0.002]
Ep 031/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:05,  5.76it/s, loss=1.355, pair=3.387, adv=2.826, sprd=0.002]
Ep 031/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:05,  5.76it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:07,  5.59it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:07,  5.59it/s, loss=1.493, pair=3.824, adv=2.923, sprd=0.003]
Ep 031/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:02,  5.99it/s, loss=1.493, pair=3.824, adv=2.923, sprd=0.003]
Ep 031/60 [S2:+mat]:  15%|▍  | 68/444 [00:12<01:02,  5.99it/s, loss=5.691, pair=17.891, adv=2.616, sprd=0.002]
Ep 031/60 [S2:+mat]:  16%|▍  | 69/444 [00:12<01:08,  5.45it/s, loss=5.691, pair=17.891, adv=2.616, sprd=0.002]
Ep 031/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:08,  5.45it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:05,  5.71it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:05,  5.71it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:09,  5.38it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:09,  5.38it/s, loss=3.020, pair=8.906, adv=2.953, sprd=0.003]
Ep 031/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:05,  5.67it/s, loss=3.020, pair=8.906, adv=2.953, sprd=0.003]
Ep 031/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:05,  5.67it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:09,  5.35it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  16%|▋   | 73/444 [00:13<01:09,  5.35it/s, loss=0.914, pair=1.848, adv=2.964, sprd=0.003]
Ep 031/60 [S2:+mat]:  17%|▋   | 74/444 [00:13<01:05,  5.62it/s, loss=0.914, pair=1.848, adv=2.964, sprd=0.003]
Ep 031/60 [S2:+mat]:  17%|▌  | 74/444 [00:13<01:05,  5.62it/s, loss=5.804, pair=18.234, adv=2.764, sprd=0.003]
Ep 031/60 [S2:+mat]:  17%|▌  | 75/444 [00:13<01:07,  5.43it/s, loss=5.804, pair=18.234, adv=2.764, sprd=0.003]
Ep 031/60 [S2:+mat]:  17%|▋   | 75/444 [00:13<01:07,  5.43it/s, loss=1.943, pair=5.320, adv=2.927, sprd=0.004]
Ep 031/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<01:05,  5.64it/s, loss=1.943, pair=5.320, adv=2.927, sprd=0.004]
Ep 031/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<01:05,  5.64it/s, loss=0.337, pair=0.000, adv=2.742, sprd=0.003]
Ep 031/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:08,  5.34it/s, loss=0.337, pair=0.000, adv=2.742, sprd=0.003]
Ep 031/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:08,  5.34it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:02,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▌  | 78/444 [00:14<01:02,  5.83it/s, loss=3.637, pair=10.953, adv=2.906, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▌  | 79/444 [00:14<01:07,  5.41it/s, loss=3.637, pair=10.953, adv=2.906, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▋   | 79/444 [00:14<01:07,  5.41it/s, loss=0.900, pair=1.866, adv=2.825, sprd=0.002]
Ep 031/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<01:04,  5.63it/s, loss=0.900, pair=1.866, adv=2.825, sprd=0.002]
Ep 031/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<01:04,  5.63it/s, loss=2.432, pair=6.934, adv=2.947, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:10,  5.18it/s, loss=2.432, pair=6.934, adv=2.947, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:10,  5.18it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<01:03,  5.69it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  18%|▌  | 82/444 [00:14<01:03,  5.69it/s, loss=4.647, pair=14.320, adv=2.875, sprd=0.004]
Ep 031/60 [S2:+mat]:  19%|▌  | 83/444 [00:14<01:09,  5.18it/s, loss=4.647, pair=14.320, adv=2.875, sprd=0.004]
Ep 031/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:09,  5.18it/s, loss=2.179, pair=6.066, adv=3.045, sprd=0.003]
Ep 031/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<01:06,  5.45it/s, loss=2.179, pair=6.066, adv=3.045, sprd=0.003]
Ep 031/60 [S2:+mat]:  19%|▊   | 84/444 [00:15<01:06,  5.45it/s, loss=0.457, pair=0.419, adv=2.751, sprd=0.002]
Ep 031/60 [S2:+mat]:  19%|▊   | 85/444 [00:15<01:07,  5.28it/s, loss=0.457, pair=0.419, adv=2.751, sprd=0.002]
Ep 031/60 [S2:+mat]:  19%|▊   | 85/444 [00:15<01:07,  5.28it/s, loss=0.451, pair=0.372, adv=2.828, sprd=0.002]
Ep 031/60 [S2:+mat]:  19%|▊   | 86/444 [00:15<01:02,  5.74it/s, loss=0.451, pair=0.372, adv=2.828, sprd=0.002]
Ep 031/60 [S2:+mat]:  19%|▊   | 86/444 [00:15<01:02,  5.74it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<01:05,  5.45it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<01:05,  5.45it/s, loss=2.496, pair=7.262, adv=2.631, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<01:01,  5.83it/s, loss=2.496, pair=7.262, adv=2.631, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▌  | 88/444 [00:15<01:01,  5.83it/s, loss=4.151, pair=12.734, adv=2.682, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▌  | 89/444 [00:15<01:03,  5.63it/s, loss=4.151, pair=12.734, adv=2.682, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:03,  5.63it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:58,  6.05it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▊   | 90/444 [00:16<00:58,  6.05it/s, loss=0.351, pair=0.137, adv=2.510, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▊   | 91/444 [00:16<01:01,  5.70it/s, loss=0.351, pair=0.137, adv=2.510, sprd=0.002]
Ep 031/60 [S2:+mat]:  20%|▊   | 91/444 [00:16<01:01,  5.70it/s, loss=3.046, pair=9.016, adv=2.780, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▊   | 92/444 [00:16<00:57,  6.09it/s, loss=3.046, pair=9.016, adv=2.780, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▌  | 92/444 [00:16<00:57,  6.09it/s, loss=4.198, pair=12.891, adv=2.819, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▋  | 93/444 [00:16<01:00,  5.79it/s, loss=4.198, pair=12.891, adv=2.819, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▊   | 93/444 [00:16<01:00,  5.79it/s, loss=0.537, pair=0.658, adv=2.824, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<00:56,  6.16it/s, loss=0.537, pair=0.658, adv=2.824, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<00:56,  6.16it/s, loss=0.569, pair=0.810, adv=2.652, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<01:00,  5.76it/s, loss=0.569, pair=0.810, adv=2.652, sprd=0.002]
Ep 031/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<01:00,  5.76it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:56,  6.17it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  22%|▊   | 96/444 [00:17<00:56,  6.17it/s, loss=0.327, pair=0.012, adv=2.606, sprd=0.002]
Ep 031/60 [S2:+mat]:  22%|▊   | 97/444 [00:17<01:00,  5.77it/s, loss=0.327, pair=0.012, adv=2.606, sprd=0.002]
Ep 031/60 [S2:+mat]:  22%|▊   | 97/444 [00:17<01:00,  5.77it/s, loss=0.934, pair=1.919, adv=3.053, sprd=0.003]
Ep 031/60 [S2:+mat]:  22%|▉   | 98/444 [00:17<00:56,  6.13it/s, loss=0.934, pair=1.919, adv=3.053, sprd=0.003]
Ep 031/60 [S2:+mat]:  22%|▋  | 98/444 [00:17<00:56,  6.13it/s, loss=4.683, pair=14.508, adv=2.742, sprd=0.002]
Ep 031/60 [S2:+mat]:  22%|▋  | 99/444 [00:17<01:00,  5.74it/s, loss=4.683, pair=14.508, adv=2.742, sprd=0.002]
Ep 031/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<01:00,  5.74it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.001]
Ep 031/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:55,  6.15it/s, loss=0.102, pair=0.000, adv=0.000, sprd=0.001]
Ep 031/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:55,  6.15it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:59,  5.77it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:59,  5.77it/s, loss=3.242, pair=9.734, adv=2.628, sprd=0.002]
Ep 031/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.15it/s, loss=3.242, pair=9.734, adv=2.628, sprd=0.002]
Ep 031/60 [S2:+mat]:  23%|▋  | 102/444 [00:18<00:55,  6.15it/s, loss=3.298, pair=9.938, adv=2.503, sprd=0.003]
Ep 031/60 [S2:+mat]:  23%|▋  | 103/444 [00:18<00:57,  5.90it/s, loss=3.298, pair=9.938, adv=2.503, sprd=0.003]
Ep 031/60 [S2:+mat]:  23%|▍ | 103/444 [00:18<00:57,  5.90it/s, loss=4.914, pair=15.305, adv=2.637, sprd=0.002]
Ep 031/60 [S2:+mat]:  23%|▍ | 104/444 [00:18<00:54,  6.25it/s, loss=4.914, pair=15.305, adv=2.637, sprd=0.002]
Ep 031/60 [S2:+mat]:  23%|▋  | 104/444 [00:18<00:54,  6.25it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 105/444 [00:18<00:58,  5.79it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 105/444 [00:18<00:58,  5.79it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.18it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.18it/s, loss=0.530, pair=0.606, adv=2.841, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.91it/s, loss=0.530, pair=0.606, adv=2.841, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.91it/s, loss=0.341, pair=0.000, adv=2.795, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.26it/s, loss=0.341, pair=0.000, adv=2.795, sprd=0.002]
Ep 031/60 [S2:+mat]:  24%|▋  | 108/444 [00:19<00:53,  6.26it/s, loss=1.629, pair=4.230, adv=2.981, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▋  | 109/444 [00:19<00:57,  5.82it/s, loss=1.629, pair=4.230, adv=2.981, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▋  | 109/444 [00:19<00:57,  5.82it/s, loss=1.003, pair=2.209, adv=2.800, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▋  | 110/444 [00:19<00:53,  6.19it/s, loss=1.003, pair=2.209, adv=2.800, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▋  | 110/444 [00:19<00:53,  6.19it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<00:56,  5.86it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<00:56,  5.86it/s, loss=2.176, pair=6.148, adv=2.660, sprd=0.003]
Ep 031/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:53,  6.23it/s, loss=2.176, pair=6.148, adv=2.660, sprd=0.003]
Ep 031/60 [S2:+mat]:  25%|▌ | 112/444 [00:19<00:53,  6.23it/s, loss=3.643, pair=11.023, adv=2.736, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▌ | 113/444 [00:19<00:55,  5.91it/s, loss=3.643, pair=11.023, adv=2.736, sprd=0.002]
Ep 031/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:55,  5.91it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.27it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 114/444 [00:20<00:52,  6.27it/s, loss=1.952, pair=5.387, adv=2.735, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 115/444 [00:20<00:55,  5.95it/s, loss=1.952, pair=5.387, adv=2.735, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 115/444 [00:20<00:55,  5.95it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 116/444 [00:20<00:52,  6.30it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 116/444 [00:20<00:52,  6.30it/s, loss=0.515, pair=0.606, adv=2.664, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 117/444 [00:20<00:55,  5.91it/s, loss=0.515, pair=0.606, adv=2.664, sprd=0.002]
Ep 031/60 [S2:+mat]:  26%|▊  | 117/444 [00:20<00:55,  5.91it/s, loss=0.395, pair=0.216, adv=2.763, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:51,  6.28it/s, loss=0.395, pair=0.216, adv=2.763, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:51,  6.28it/s, loss=1.571, pair=4.125, adv=2.790, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:54,  5.94it/s, loss=1.571, pair=4.125, adv=2.790, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:54,  5.94it/s, loss=0.339, pair=0.038, adv=2.712, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:51,  6.31it/s, loss=0.339, pair=0.038, adv=2.712, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 120/444 [00:21<00:51,  6.31it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 121/444 [00:21<00:54,  5.97it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 121/444 [00:21<00:54,  5.97it/s, loss=0.984, pair=2.158, adv=2.753, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 122/444 [00:21<00:50,  6.32it/s, loss=0.984, pair=2.158, adv=2.753, sprd=0.002]
Ep 031/60 [S2:+mat]:  27%|▊  | 122/444 [00:21<00:50,  6.32it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:52,  6.11it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  28%|▊  | 123/444 [00:21<00:52,  6.11it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:49,  6.45it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:49,  6.45it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:51,  6.14it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:51,  6.14it/s, loss=2.608, pair=7.637, adv=2.633, sprd=0.001]
Ep 031/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:49,  6.46it/s, loss=2.608, pair=7.637, adv=2.633, sprd=0.001]
Ep 031/60 [S2:+mat]:  28%|▌ | 126/444 [00:22<00:49,  6.46it/s, loss=7.972, pair=25.453, adv=2.778, sprd=0.002]
Ep 031/60 [S2:+mat]:  29%|▌ | 127/444 [00:22<00:53,  5.92it/s, loss=7.972, pair=25.453, adv=2.778, sprd=0.002]
Ep 031/60 [S2:+mat]:  29%|▊  | 127/444 [00:22<00:53,  5.92it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  29%|▊  | 128/444 [00:22<00:50,  6.28it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  29%|▊  | 128/444 [00:22<00:50,  6.28it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  29%|▊  | 129/444 [00:22<00:52,  5.95it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  29%|▊  | 129/444 [00:22<00:52,  5.95it/s, loss=0.398, pair=0.137, adv=3.070, sprd=0.002]
Ep 031/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:49,  6.30it/s, loss=0.398, pair=0.137, adv=3.070, sprd=0.002]
Ep 031/60 [S2:+mat]:  29%|▉  | 130/444 [00:22<00:49,  6.30it/s, loss=2.426, pair=7.016, adv=2.676, sprd=0.002]
Ep 031/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:52,  5.97it/s, loss=2.426, pair=7.016, adv=2.676, sprd=0.002]
Ep 031/60 [S2:+mat]:  30%|▌ | 131/444 [00:22<00:52,  5.97it/s, loss=3.682, pair=11.164, adv=2.726, sprd=0.003]
Ep 031/60 [S2:+mat]:  30%|▌ | 132/444 [00:22<00:49,  6.32it/s, loss=3.682, pair=11.164, adv=2.726, sprd=0.003]
Ep 031/60 [S2:+mat]:  30%|▉  | 132/444 [00:23<00:49,  6.32it/s, loss=2.056, pair=5.512, adv=2.945, sprd=0.003]
Ep 031/60 [S2:+mat]:  30%|▉  | 133/444 [00:23<00:52,  5.97it/s, loss=2.056, pair=5.512, adv=2.945, sprd=0.003]
Ep 031/60 [S2:+mat]:  30%|▉  | 133/444 [00:23<00:52,  5.97it/s, loss=2.568, pair=7.457, adv=2.819, sprd=0.002]
Ep 031/60 [S2:+mat]:  30%|▉  | 134/444 [00:23<00:49,  6.32it/s, loss=2.568, pair=7.457, adv=2.819, sprd=0.002]
Ep 031/60 [S2:+mat]:  30%|▉  | 134/444 [00:23<00:49,  6.32it/s, loss=1.492, pair=3.803, adv=2.942, sprd=0.002]
Ep 031/60 [S2:+mat]:  30%|▉  | 135/444 [00:23<00:52,  5.89it/s, loss=1.492, pair=3.803, adv=2.942, sprd=0.002]
Ep 031/60 [S2:+mat]:  30%|▉  | 135/444 [00:23<00:52,  5.89it/s, loss=2.390, pair=6.859, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▉  | 136/444 [00:23<00:49,  6.26it/s, loss=2.390, pair=6.859, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▌ | 136/444 [00:23<00:49,  6.26it/s, loss=4.651, pair=14.438, adv=2.619, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▌ | 137/444 [00:23<00:53,  5.73it/s, loss=4.651, pair=14.438, adv=2.619, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.73it/s, loss=0.657, pair=1.013, adv=2.946, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.13it/s, loss=0.657, pair=1.013, adv=2.946, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▉  | 138/444 [00:24<00:49,  6.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▉  | 139/444 [00:24<00:51,  5.88it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  31%|▉  | 139/444 [00:24<00:51,  5.88it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 140/444 [00:24<00:48,  6.27it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 140/444 [00:24<00:48,  6.27it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  32%|▉  | 141/444 [00:24<00:51,  5.88it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  32%|▉  | 141/444 [00:24<00:51,  5.88it/s, loss=2.186, pair=6.199, adv=2.709, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:48,  6.25it/s, loss=2.186, pair=6.199, adv=2.709, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:48,  6.25it/s, loss=0.349, pair=0.000, adv=2.932, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:50,  5.93it/s, loss=0.349, pair=0.000, adv=2.932, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:50,  5.93it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:47,  6.31it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  32%|▉  | 144/444 [00:25<00:47,  6.31it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  33%|▉  | 145/444 [00:25<00:50,  5.97it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  33%|▉  | 145/444 [00:25<00:50,  5.97it/s, loss=0.772, pair=1.450, adv=2.764, sprd=0.002]
Ep 031/60 [S2:+mat]:  33%|▉  | 146/444 [00:25<00:47,  6.32it/s, loss=0.772, pair=1.450, adv=2.764, sprd=0.002]
Ep 031/60 [S2:+mat]:  33%|▉  | 146/444 [00:25<00:47,  6.32it/s, loss=2.647, pair=7.742, adv=2.659, sprd=0.002]
Ep 031/60 [S2:+mat]:  33%|▉  | 147/444 [00:25<00:48,  6.06it/s, loss=2.647, pair=7.742, adv=2.659, sprd=0.002]
Ep 031/60 [S2:+mat]:  33%|▉  | 147/444 [00:25<00:48,  6.06it/s, loss=0.376, pair=0.075, adv=2.939, sprd=0.003]
Ep 031/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:46,  6.40it/s, loss=0.376, pair=0.075, adv=2.939, sprd=0.003]
Ep 031/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:46,  6.40it/s, loss=0.367, pair=0.000, adv=3.037, sprd=0.004]
Ep 031/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:50,  5.89it/s, loss=0.367, pair=0.000, adv=3.037, sprd=0.004]
Ep 031/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:50,  5.89it/s, loss=0.469, pair=0.467, adv=2.713, sprd=0.002]
Ep 031/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:46,  6.27it/s, loss=0.469, pair=0.467, adv=2.713, sprd=0.002]
Ep 031/60 [S2:+mat]:  34%|▋ | 150/444 [00:25<00:46,  6.27it/s, loss=6.197, pair=19.500, adv=2.803, sprd=0.003]
Ep 031/60 [S2:+mat]:  34%|▋ | 151/444 [00:25<00:49,  5.97it/s, loss=6.197, pair=19.500, adv=2.803, sprd=0.003]
Ep 031/60 [S2:+mat]:  34%|█  | 151/444 [00:26<00:49,  5.97it/s, loss=0.875, pair=1.738, adv=2.991, sprd=0.003]
Ep 031/60 [S2:+mat]:  34%|█  | 152/444 [00:26<00:46,  6.33it/s, loss=0.875, pair=1.738, adv=2.991, sprd=0.003]
Ep 031/60 [S2:+mat]:  34%|█  | 152/444 [00:26<00:46,  6.33it/s, loss=0.535, pair=0.669, adv=2.677, sprd=0.002]
Ep 031/60 [S2:+mat]:  34%|█  | 153/444 [00:26<00:51,  5.67it/s, loss=0.535, pair=0.669, adv=2.677, sprd=0.002]
Ep 031/60 [S2:+mat]:  34%|█  | 153/444 [00:26<00:51,  5.67it/s, loss=1.937, pair=5.387, adv=2.553, sprd=0.002]
Ep 031/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:47,  6.07it/s, loss=1.937, pair=5.387, adv=2.553, sprd=0.002]
Ep 031/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:47,  6.07it/s, loss=1.823, pair=4.965, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:49,  5.82it/s, loss=1.823, pair=4.965, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:49,  5.82it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.21it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  35%|▋ | 156/444 [00:27<00:46,  6.21it/s, loss=6.791, pair=21.484, adv=2.882, sprd=0.003]
Ep 031/60 [S2:+mat]:  35%|▋ | 157/444 [00:27<00:49,  5.76it/s, loss=6.791, pair=21.484, adv=2.882, sprd=0.003]
Ep 031/60 [S2:+mat]:  35%|█  | 157/444 [00:27<00:49,  5.76it/s, loss=2.761, pair=8.000, adv=3.035, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 158/444 [00:27<00:46,  6.15it/s, loss=2.761, pair=8.000, adv=3.035, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 158/444 [00:27<00:46,  6.15it/s, loss=0.559, pair=0.731, adv=2.844, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 159/444 [00:27<00:48,  5.83it/s, loss=0.559, pair=0.731, adv=2.844, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 159/444 [00:27<00:48,  5.83it/s, loss=2.152, pair=6.062, adv=2.721, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:45,  6.21it/s, loss=2.152, pair=6.062, adv=2.721, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:45,  6.21it/s, loss=0.389, pair=0.137, adv=2.791, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.83it/s, loss=0.389, pair=0.137, adv=2.791, sprd=0.003]
Ep 031/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.83it/s, loss=1.434, pair=3.645, adv=2.713, sprd=0.002]
Ep 031/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.20it/s, loss=1.434, pair=3.645, adv=2.713, sprd=0.002]
Ep 031/60 [S2:+mat]:  36%|█  | 162/444 [00:28<00:45,  6.20it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  37%|█  | 163/444 [00:28<00:47,  5.96it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  37%|▋ | 163/444 [00:28<00:47,  5.96it/s, loss=5.729, pair=17.969, adv=2.600, sprd=0.003]
Ep 031/60 [S2:+mat]:  37%|▋ | 164/444 [00:28<00:44,  6.32it/s, loss=5.729, pair=17.969, adv=2.600, sprd=0.003]
Ep 031/60 [S2:+mat]:  37%|█  | 164/444 [00:28<00:44,  6.32it/s, loss=2.221, pair=6.262, adv=2.829, sprd=0.003]
Ep 031/60 [S2:+mat]:  37%|█  | 165/444 [00:28<00:48,  5.81it/s, loss=2.221, pair=6.262, adv=2.829, sprd=0.003]
Ep 031/60 [S2:+mat]:  37%|█  | 165/444 [00:28<00:48,  5.81it/s, loss=0.386, pair=0.137, adv=2.881, sprd=0.003]
Ep 031/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:44,  6.20it/s, loss=0.386, pair=0.137, adv=2.881, sprd=0.003]
Ep 031/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:44,  6.20it/s, loss=0.589, pair=0.841, adv=2.776, sprd=0.002]
Ep 031/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.81it/s, loss=0.589, pair=0.841, adv=2.776, sprd=0.002]
Ep 031/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.81it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  38%|█▏ | 168/444 [00:29<00:44,  6.20it/s, loss=0.463, pair=0.434, adv=2.672, sprd=0.003]
Ep 031/60 [S2:+mat]:  38%|█▏ | 169/444 [00:29<00:47,  5.77it/s, loss=0.463, pair=0.434, adv=2.672, sprd=0.003]
Ep 031/60 [S2:+mat]:  38%|█▏ | 169/444 [00:29<00:47,  5.77it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  38%|█▏ | 170/444 [00:29<00:44,  6.16it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  38%|█▏ | 170/444 [00:29<00:44,  6.16it/s, loss=0.498, pair=0.513, adv=2.855, sprd=0.003]
Ep 031/60 [S2:+mat]:  39%|█▏ | 171/444 [00:29<00:46,  5.83it/s, loss=0.498, pair=0.513, adv=2.855, sprd=0.003]
Ep 031/60 [S2:+mat]:  39%|▊ | 171/444 [00:29<00:46,  5.83it/s, loss=3.860, pair=11.703, adv=2.861, sprd=0.003]
Ep 031/60 [S2:+mat]:  39%|▊ | 172/444 [00:29<00:43,  6.22it/s, loss=3.860, pair=11.703, adv=2.861, sprd=0.003]
Ep 031/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:43,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:46,  5.82it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  39%|▊ | 173/444 [00:29<00:46,  5.82it/s, loss=7.082, pair=22.500, adv=2.713, sprd=0.002]
Ep 031/60 [S2:+mat]:  39%|▊ | 174/444 [00:29<00:43,  6.21it/s, loss=7.082, pair=22.500, adv=2.713, sprd=0.002]
Ep 031/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.21it/s, loss=0.367, pair=0.067, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:45,  5.94it/s, loss=0.367, pair=0.067, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  39%|█▏ | 175/444 [00:30<00:45,  5.94it/s, loss=0.355, pair=0.012, adv=2.906, sprd=0.004]
Ep 031/60 [S2:+mat]:  40%|█▏ | 176/444 [00:30<00:42,  6.30it/s, loss=0.355, pair=0.012, adv=2.906, sprd=0.004]
Ep 031/60 [S2:+mat]:  40%|█▏ | 176/444 [00:30<00:42,  6.30it/s, loss=0.705, pair=1.169, adv=2.920, sprd=0.003]
Ep 031/60 [S2:+mat]:  40%|█▏ | 177/444 [00:30<00:45,  5.82it/s, loss=0.705, pair=1.169, adv=2.920, sprd=0.003]
Ep 031/60 [S2:+mat]:  40%|█▏ | 177/444 [00:30<00:45,  5.82it/s, loss=1.287, pair=3.129, adv=2.892, sprd=0.002]
Ep 031/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:42,  6.20it/s, loss=1.287, pair=3.129, adv=2.892, sprd=0.002]
Ep 031/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:42,  6.20it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.81it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.81it/s, loss=0.539, pair=0.716, adv=2.744, sprd=0.002]
Ep 031/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.21it/s, loss=0.539, pair=0.716, adv=2.744, sprd=0.002]
Ep 031/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.21it/s, loss=0.671, pair=1.185, adv=2.555, sprd=0.002]
Ep 031/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.95it/s, loss=0.671, pair=1.185, adv=2.555, sprd=0.002]
Ep 031/60 [S2:+mat]:  41%|█▏ | 181/444 [00:31<00:44,  5.95it/s, loss=2.035, pair=5.652, adv=2.882, sprd=0.002]
Ep 031/60 [S2:+mat]:  41%|█▏ | 182/444 [00:31<00:41,  6.31it/s, loss=2.035, pair=5.652, adv=2.882, sprd=0.002]
Ep 031/60 [S2:+mat]:  41%|█▏ | 182/444 [00:31<00:41,  6.31it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  41%|█▏ | 183/444 [00:31<00:44,  5.87it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  41%|█▏ | 183/444 [00:31<00:44,  5.87it/s, loss=0.387, pair=0.137, adv=2.869, sprd=0.003]
Ep 031/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:41,  6.25it/s, loss=0.387, pair=0.137, adv=2.869, sprd=0.003]
Ep 031/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:41,  6.25it/s, loss=0.814, pair=1.575, adv=2.811, sprd=0.003]
Ep 031/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.82it/s, loss=0.814, pair=1.575, adv=2.811, sprd=0.003]
Ep 031/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.82it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.21it/s, loss=0.107, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.21it/s, loss=0.368, pair=0.091, adv=2.756, sprd=0.002]
Ep 031/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:43,  5.95it/s, loss=0.368, pair=0.091, adv=2.756, sprd=0.002]
Ep 031/60 [S2:+mat]:  42%|█▎ | 187/444 [00:32<00:43,  5.95it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  42%|█▎ | 188/444 [00:32<00:40,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  42%|█▎ | 188/444 [00:32<00:40,  6.31it/s, loss=0.388, pair=0.200, adv=2.644, sprd=0.003]
Ep 031/60 [S2:+mat]:  43%|█▎ | 189/444 [00:32<00:44,  5.69it/s, loss=0.388, pair=0.200, adv=2.644, sprd=0.003]
Ep 031/60 [S2:+mat]:  43%|█▎ | 189/444 [00:32<00:44,  5.69it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  43%|█▎ | 190/444 [00:32<00:41,  6.11it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  43%|█▎ | 190/444 [00:32<00:41,  6.11it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:44,  5.74it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:44,  5.74it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:41,  6.14it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  43%|▊ | 192/444 [00:33<00:41,  6.14it/s, loss=9.130, pair=29.109, adv=2.645, sprd=0.003]
Ep 031/60 [S2:+mat]:  43%|▊ | 193/444 [00:33<00:44,  5.70it/s, loss=9.130, pair=29.109, adv=2.645, sprd=0.003]
Ep 031/60 [S2:+mat]:  43%|▊ | 193/444 [00:33<00:44,  5.70it/s, loss=3.952, pair=12.031, adv=2.738, sprd=0.002]
Ep 031/60 [S2:+mat]:  44%|▊ | 194/444 [00:33<00:41,  6.07it/s, loss=3.952, pair=12.031, adv=2.738, sprd=0.002]
Ep 031/60 [S2:+mat]:  44%|▊ | 194/444 [00:33<00:41,  6.07it/s, loss=5.344, pair=16.578, adv=3.049, sprd=0.003]
Ep 031/60 [S2:+mat]:  44%|▉ | 195/444 [00:33<00:44,  5.61it/s, loss=5.344, pair=16.578, adv=3.049, sprd=0.003]
Ep 031/60 [S2:+mat]:  44%|█▎ | 195/444 [00:33<00:44,  5.61it/s, loss=0.622, pair=0.856, adv=3.043, sprd=0.002]
Ep 031/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:41,  6.03it/s, loss=0.622, pair=0.856, adv=3.043, sprd=0.002]
Ep 031/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:41,  6.03it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:44,  5.57it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:44,  5.57it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:40,  6.02it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|▉ | 198/444 [00:34<00:40,  6.02it/s, loss=4.756, pair=14.680, adv=2.931, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|▉ | 199/444 [00:34<00:42,  5.79it/s, loss=4.756, pair=14.680, adv=2.931, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 199/444 [00:34<00:42,  5.79it/s, loss=0.483, pair=0.497, adv=2.780, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 200/444 [00:34<00:39,  6.18it/s, loss=0.483, pair=0.497, adv=2.780, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 200/444 [00:34<00:39,  6.18it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 201/444 [00:34<00:41,  5.79it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 201/444 [00:34<00:41,  5.79it/s, loss=1.836, pair=4.918, adv=3.062, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.18it/s, loss=1.836, pair=4.918, adv=3.062, sprd=0.002]
Ep 031/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.18it/s, loss=2.050, pair=5.418, adv=2.842, sprd=0.003]
Ep 031/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:42,  5.73it/s, loss=2.050, pair=5.418, adv=2.842, sprd=0.003]
Ep 031/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:42,  5.73it/s, loss=2.896, pair=8.547, adv=2.670, sprd=0.002]
Ep 031/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:39,  6.12it/s, loss=2.896, pair=8.547, adv=2.670, sprd=0.002]
Ep 031/60 [S2:+mat]:  46%|█▍ | 204/444 [00:35<00:39,  6.12it/s, loss=0.719, pair=1.277, adv=2.749, sprd=0.002]
Ep 031/60 [S2:+mat]:  46%|█▍ | 205/444 [00:35<00:40,  5.90it/s, loss=0.719, pair=1.277, adv=2.749, sprd=0.002]
Ep 031/60 [S2:+mat]:  46%|█▍ | 205/444 [00:35<00:40,  5.90it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  46%|█▍ | 206/444 [00:35<00:37,  6.28it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  46%|█▍ | 206/444 [00:35<00:37,  6.28it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  47%|█▍ | 207/444 [00:35<00:39,  5.96it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  47%|▉ | 207/444 [00:35<00:39,  5.96it/s, loss=3.550, pair=10.703, adv=2.795, sprd=0.003]
Ep 031/60 [S2:+mat]:  47%|▉ | 208/444 [00:35<00:37,  6.31it/s, loss=3.550, pair=10.703, adv=2.795, sprd=0.003]
Ep 031/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:37,  6.31it/s, loss=0.381, pair=0.201, adv=2.608, sprd=0.002]
Ep 031/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.76it/s, loss=0.381, pair=0.201, adv=2.608, sprd=0.002]
Ep 031/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.76it/s, loss=1.952, pair=5.324, adv=2.983, sprd=0.004]
Ep 031/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:38,  6.14it/s, loss=1.952, pair=5.324, adv=2.983, sprd=0.004]
Ep 031/60 [S2:+mat]:  47%|▉ | 210/444 [00:36<00:38,  6.14it/s, loss=3.679, pair=11.125, adv=2.780, sprd=0.002]
Ep 031/60 [S2:+mat]:  48%|▉ | 211/444 [00:36<00:40,  5.79it/s, loss=3.679, pair=11.125, adv=2.780, sprd=0.002]
Ep 031/60 [S2:+mat]:  48%|█▍ | 211/444 [00:36<00:40,  5.79it/s, loss=0.334, pair=0.000, adv=2.784, sprd=0.002]
Ep 031/60 [S2:+mat]:  48%|█▍ | 212/444 [00:36<00:37,  6.17it/s, loss=0.334, pair=0.000, adv=2.784, sprd=0.002]
Ep 031/60 [S2:+mat]:  48%|█▍ | 212/444 [00:36<00:37,  6.17it/s, loss=0.368, pair=0.137, adv=2.701, sprd=0.002]
Ep 031/60 [S2:+mat]:  48%|█▍ | 213/444 [00:36<00:46,  4.99it/s, loss=0.368, pair=0.137, adv=2.701, sprd=0.002]
Ep 031/60 [S2:+mat]:  48%|█▍ | 213/444 [00:36<00:46,  4.99it/s, loss=0.325, pair=0.028, adv=2.629, sprd=0.003]
Ep 031/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:41,  5.52it/s, loss=0.325, pair=0.028, adv=2.629, sprd=0.003]
Ep 031/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:41,  5.52it/s, loss=2.520, pair=7.195, adv=3.024, sprd=0.003]
Ep 031/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:42,  5.41it/s, loss=2.520, pair=7.195, adv=3.024, sprd=0.003]
Ep 031/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:42,  5.41it/s, loss=0.350, pair=0.000, adv=2.940, sprd=0.002]
Ep 031/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:38,  5.87it/s, loss=0.350, pair=0.000, adv=2.940, sprd=0.002]
Ep 031/60 [S2:+mat]:  49%|█▍ | 216/444 [00:37<00:38,  5.87it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  49%|█▍ | 217/444 [00:37<00:40,  5.55it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  49%|█▍ | 217/444 [00:37<00:40,  5.55it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  49%|█▍ | 218/444 [00:37<00:37,  5.99it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  49%|█▍ | 218/444 [00:37<00:37,  5.99it/s, loss=2.327, pair=6.680, adv=2.620, sprd=0.002]
Ep 031/60 [S2:+mat]:  49%|█▍ | 219/444 [00:37<00:38,  5.82it/s, loss=2.327, pair=6.680, adv=2.620, sprd=0.002]
Ep 031/60 [S2:+mat]:  49%|█▍ | 219/444 [00:37<00:38,  5.82it/s, loss=2.631, pair=7.656, adv=2.767, sprd=0.002]
Ep 031/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:36,  6.16it/s, loss=2.631, pair=7.656, adv=2.767, sprd=0.002]
Ep 031/60 [S2:+mat]:  50%|▉ | 220/444 [00:37<00:36,  6.16it/s, loss=5.883, pair=18.453, adv=2.920, sprd=0.002]
Ep 031/60 [S2:+mat]:  50%|▉ | 221/444 [00:37<00:39,  5.69it/s, loss=5.883, pair=18.453, adv=2.920, sprd=0.002]
Ep 031/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:39,  5.69it/s, loss=3.192, pair=9.445, adv=2.932, sprd=0.006]
Ep 031/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:36,  6.08it/s, loss=3.192, pair=9.445, adv=2.932, sprd=0.006]
Ep 031/60 [S2:+mat]:  50%|█▌ | 222/444 [00:38<00:36,  6.08it/s, loss=2.591, pair=7.305, adv=2.695, sprd=0.003]
Ep 031/60 [S2:+mat]:  50%|█▌ | 223/444 [00:38<00:38,  5.69it/s, loss=2.591, pair=7.305, adv=2.695, sprd=0.003]
Ep 031/60 [S2:+mat]:  50%|█▌ | 223/444 [00:38<00:38,  5.69it/s, loss=1.601, pair=4.199, adv=2.778, sprd=0.003]
Ep 031/60 [S2:+mat]:  50%|█▌ | 224/444 [00:38<00:36,  6.08it/s, loss=1.601, pair=4.199, adv=2.778, sprd=0.003]
Ep 031/60 [S2:+mat]:  50%|█ | 224/444 [00:38<00:36,  6.08it/s, loss=5.132, pair=15.766, adv=2.668, sprd=0.001]
Ep 031/60 [S2:+mat]:  51%|█ | 225/444 [00:38<00:38,  5.71it/s, loss=5.132, pair=15.766, adv=2.668, sprd=0.001]
Ep 031/60 [S2:+mat]:  51%|█▌ | 225/444 [00:38<00:38,  5.71it/s, loss=0.729, pair=1.263, adv=2.937, sprd=0.003]
Ep 031/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:35,  6.10it/s, loss=0.729, pair=1.263, adv=2.937, sprd=0.003]
Ep 031/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:35,  6.10it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:37,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:37,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:34,  6.24it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  51%|█▌ | 228/444 [00:39<00:34,  6.24it/s, loss=3.066, pair=9.109, adv=2.701, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 229/444 [00:39<00:37,  5.74it/s, loss=3.066, pair=9.109, adv=2.701, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 229/444 [00:39<00:37,  5.74it/s, loss=0.779, pair=1.481, adv=2.739, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 230/444 [00:39<00:34,  6.12it/s, loss=0.779, pair=1.481, adv=2.739, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 230/444 [00:39<00:34,  6.12it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 231/444 [00:39<00:38,  5.56it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 231/444 [00:39<00:38,  5.56it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:35,  6.01it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:35,  6.01it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:36,  5.81it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:36,  5.81it/s, loss=1.838, pair=5.016, adv=2.769, sprd=0.003]
Ep 031/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:33,  6.20it/s, loss=1.838, pair=5.016, adv=2.769, sprd=0.003]
Ep 031/60 [S2:+mat]:  53%|█▌ | 234/444 [00:40<00:33,  6.20it/s, loss=2.211, pair=6.227, adv=2.736, sprd=0.003]
Ep 031/60 [S2:+mat]:  53%|█▌ | 235/444 [00:40<00:36,  5.72it/s, loss=2.211, pair=6.227, adv=2.736, sprd=0.003]
Ep 031/60 [S2:+mat]:  53%|█▌ | 235/444 [00:40<00:36,  5.72it/s, loss=0.702, pair=1.247, adv=2.658, sprd=0.002]
Ep 031/60 [S2:+mat]:  53%|█▌ | 236/444 [00:40<00:33,  6.13it/s, loss=0.702, pair=1.247, adv=2.658, sprd=0.002]
Ep 031/60 [S2:+mat]:  53%|█▌ | 236/444 [00:40<00:33,  6.13it/s, loss=2.759, pair=8.078, adv=2.675, sprd=0.002]
Ep 031/60 [S2:+mat]:  53%|█▌ | 237/444 [00:40<00:36,  5.69it/s, loss=2.759, pair=8.078, adv=2.675, sprd=0.002]
Ep 031/60 [S2:+mat]:  53%|█ | 237/444 [00:40<00:36,  5.69it/s, loss=5.470, pair=17.078, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█ | 238/444 [00:40<00:34,  6.06it/s, loss=5.470, pair=17.078, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:34,  6.06it/s, loss=0.384, pair=0.122, adv=2.865, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.80it/s, loss=0.384, pair=0.122, adv=2.865, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█ | 239/444 [00:40<00:35,  5.80it/s, loss=8.621, pair=27.609, adv=2.716, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█ | 240/444 [00:40<00:32,  6.19it/s, loss=8.621, pair=27.609, adv=2.716, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█ | 240/444 [00:41<00:32,  6.19it/s, loss=5.439, pair=16.953, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█ | 241/444 [00:41<00:35,  5.73it/s, loss=5.439, pair=16.953, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  54%|█ | 241/444 [00:41<00:35,  5.73it/s, loss=6.348, pair=19.984, adv=2.843, sprd=0.003]
Ep 031/60 [S2:+mat]:  55%|█ | 242/444 [00:41<00:33,  6.09it/s, loss=6.348, pair=19.984, adv=2.843, sprd=0.003]
Ep 031/60 [S2:+mat]:  55%|█▋ | 242/444 [00:41<00:33,  6.09it/s, loss=3.302, pair=9.227, adv=2.862, sprd=0.003]
Ep 031/60 [S2:+mat]:  55%|█▋ | 243/444 [00:41<00:35,  5.69it/s, loss=3.302, pair=9.227, adv=2.862, sprd=0.003]
Ep 031/60 [S2:+mat]:  55%|█▋ | 243/444 [00:41<00:35,  5.69it/s, loss=0.333, pair=0.000, adv=2.684, sprd=0.002]
Ep 031/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:32,  6.10it/s, loss=0.333, pair=0.000, adv=2.684, sprd=0.002]
Ep 031/60 [S2:+mat]:  55%|█ | 244/444 [00:41<00:32,  6.10it/s, loss=6.425, pair=20.344, adv=2.609, sprd=0.002]
Ep 031/60 [S2:+mat]:  55%|█ | 245/444 [00:41<00:34,  5.70it/s, loss=6.425, pair=20.344, adv=2.609, sprd=0.002]
Ep 031/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:34,  5.70it/s, loss=1.527, pair=3.949, adv=2.825, sprd=0.004]
Ep 031/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:32,  6.09it/s, loss=1.527, pair=3.949, adv=2.825, sprd=0.004]
Ep 031/60 [S2:+mat]:  55%|█ | 246/444 [00:42<00:32,  6.09it/s, loss=5.265, pair=16.391, adv=2.785, sprd=0.002]
Ep 031/60 [S2:+mat]:  56%|█ | 247/444 [00:42<00:33,  5.84it/s, loss=5.265, pair=16.391, adv=2.785, sprd=0.002]
Ep 031/60 [S2:+mat]:  56%|█▋ | 247/444 [00:42<00:33,  5.84it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  56%|█▋ | 248/444 [00:42<00:31,  6.22it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  56%|█ | 248/444 [00:42<00:31,  6.22it/s, loss=3.963, pair=12.055, adv=2.839, sprd=0.003]
Ep 031/60 [S2:+mat]:  56%|█ | 249/444 [00:42<00:33,  5.86it/s, loss=3.963, pair=12.055, adv=2.839, sprd=0.003]
Ep 031/60 [S2:+mat]:  56%|█ | 249/444 [00:42<00:33,  5.86it/s, loss=3.420, pair=10.250, adv=2.887, sprd=0.003]
Ep 031/60 [S2:+mat]:  56%|█▏| 250/444 [00:42<00:31,  6.22it/s, loss=3.420, pair=10.250, adv=2.887, sprd=0.003]
Ep 031/60 [S2:+mat]:  56%|█▏| 250/444 [00:42<00:31,  6.22it/s, loss=6.375, pair=20.000, adv=2.987, sprd=0.003]
Ep 031/60 [S2:+mat]:  57%|█▏| 251/444 [00:42<00:32,  5.88it/s, loss=6.375, pair=20.000, adv=2.987, sprd=0.003]
Ep 031/60 [S2:+mat]:  57%|▌| 251/444 [00:42<00:32,  5.88it/s, loss=10.844, pair=35.000, adv=2.882, sprd=0.003]
Ep 031/60 [S2:+mat]:  57%|▌| 252/444 [00:42<00:30,  6.22it/s, loss=10.844, pair=35.000, adv=2.882, sprd=0.003]
Ep 031/60 [S2:+mat]:  57%|█▋ | 252/444 [00:43<00:30,  6.22it/s, loss=1.231, pair=2.949, adv=2.880, sprd=0.002]
Ep 031/60 [S2:+mat]:  57%|█▋ | 253/444 [00:43<00:32,  5.86it/s, loss=1.231, pair=2.949, adv=2.880, sprd=0.002]
Ep 031/60 [S2:+mat]:  57%|█▋ | 253/444 [00:43<00:32,  5.86it/s, loss=2.285, pair=6.414, adv=2.971, sprd=0.004]
Ep 031/60 [S2:+mat]:  57%|█▋ | 254/444 [00:43<00:30,  6.24it/s, loss=2.285, pair=6.414, adv=2.971, sprd=0.004]
Ep 031/60 [S2:+mat]:  57%|█▋ | 254/444 [00:43<00:30,  6.24it/s, loss=0.839, pair=1.372, adv=2.753, sprd=0.003]
Ep 031/60 [S2:+mat]:  57%|█▋ | 255/444 [00:43<00:32,  5.79it/s, loss=0.839, pair=1.372, adv=2.753, sprd=0.003]
Ep 031/60 [S2:+mat]:  57%|█▏| 255/444 [00:43<00:32,  5.79it/s, loss=4.978, pair=15.367, adv=3.129, sprd=0.004]
Ep 031/60 [S2:+mat]:  58%|█▏| 256/444 [00:43<00:30,  6.18it/s, loss=4.978, pair=15.367, adv=3.129, sprd=0.004]
Ep 031/60 [S2:+mat]:  58%|█▏| 256/444 [00:43<00:30,  6.18it/s, loss=4.220, pair=12.906, adv=2.879, sprd=0.003]
Ep 031/60 [S2:+mat]:  58%|█▏| 257/444 [00:43<00:32,  5.79it/s, loss=4.220, pair=12.906, adv=2.879, sprd=0.003]
Ep 031/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:32,  5.79it/s, loss=0.406, pair=0.178, adv=2.912, sprd=0.003]
Ep 031/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:30,  6.16it/s, loss=0.406, pair=0.178, adv=2.912, sprd=0.003]
Ep 031/60 [S2:+mat]:  58%|█▋ | 258/444 [00:44<00:30,  6.16it/s, loss=1.456, pair=3.574, adv=2.820, sprd=0.002]
Ep 031/60 [S2:+mat]:  58%|█▊ | 259/444 [00:44<00:31,  5.94it/s, loss=1.456, pair=3.574, adv=2.820, sprd=0.002]
Ep 031/60 [S2:+mat]:  58%|█▊ | 259/444 [00:44<00:31,  5.94it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  59%|█▊ | 260/444 [00:44<00:29,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  59%|█▊ | 260/444 [00:44<00:29,  6.31it/s, loss=2.698, pair=7.844, adv=2.811, sprd=0.003]
Ep 031/60 [S2:+mat]:  59%|█▊ | 261/444 [00:44<00:32,  5.71it/s, loss=2.698, pair=7.844, adv=2.811, sprd=0.003]
Ep 031/60 [S2:+mat]:  59%|█▏| 261/444 [00:44<00:32,  5.71it/s, loss=4.046, pair=12.328, adv=2.864, sprd=0.003]
Ep 031/60 [S2:+mat]:  59%|█▏| 262/444 [00:44<00:29,  6.10it/s, loss=4.046, pair=12.328, adv=2.864, sprd=0.003]
Ep 031/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:29,  6.10it/s, loss=1.425, pair=3.629, adv=2.809, sprd=0.002]
Ep 031/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:31,  5.67it/s, loss=1.425, pair=3.629, adv=2.809, sprd=0.002]
Ep 031/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:31,  5.67it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:29,  6.08it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  59%|█▊ | 264/444 [00:45<00:29,  6.08it/s, loss=0.332, pair=0.000, adv=2.668, sprd=0.002]
Ep 031/60 [S2:+mat]:  60%|█▊ | 265/444 [00:45<00:30,  5.81it/s, loss=0.332, pair=0.000, adv=2.668, sprd=0.002]
Ep 031/60 [S2:+mat]:  60%|█▊ | 265/444 [00:45<00:30,  5.81it/s, loss=0.453, pair=0.415, adv=2.714, sprd=0.002]
Ep 031/60 [S2:+mat]:  60%|█▊ | 266/444 [00:45<00:28,  6.16it/s, loss=0.453, pair=0.415, adv=2.714, sprd=0.002]
Ep 031/60 [S2:+mat]:  60%|█▊ | 266/444 [00:45<00:28,  6.16it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  60%|█▊ | 267/444 [00:45<00:30,  5.86it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  60%|█▊ | 267/444 [00:45<00:30,  5.86it/s, loss=0.581, pair=0.731, adv=3.065, sprd=0.002]
Ep 031/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:28,  6.22it/s, loss=0.581, pair=0.731, adv=3.065, sprd=0.002]
Ep 031/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:28,  6.22it/s, loss=0.351, pair=0.000, adv=2.933, sprd=0.003]
Ep 031/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:30,  5.77it/s, loss=0.351, pair=0.000, adv=2.933, sprd=0.003]
Ep 031/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:30,  5.77it/s, loss=1.815, pair=4.949, adv=2.693, sprd=0.002]
Ep 031/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:28,  6.17it/s, loss=1.815, pair=4.949, adv=2.693, sprd=0.002]
Ep 031/60 [S2:+mat]:  61%|█▊ | 270/444 [00:46<00:28,  6.17it/s, loss=1.903, pair=5.199, adv=2.828, sprd=0.003]
Ep 031/60 [S2:+mat]:  61%|█▊ | 271/444 [00:46<00:30,  5.71it/s, loss=1.903, pair=5.199, adv=2.828, sprd=0.003]
Ep 031/60 [S2:+mat]:  61%|█▊ | 271/444 [00:46<00:30,  5.71it/s, loss=0.388, pair=0.122, adv=2.908, sprd=0.004]
Ep 031/60 [S2:+mat]:  61%|█▊ | 272/444 [00:46<00:28,  6.11it/s, loss=0.388, pair=0.122, adv=2.908, sprd=0.004]
Ep 031/60 [S2:+mat]:  61%|█▊ | 272/444 [00:46<00:28,  6.11it/s, loss=0.335, pair=0.012, adv=2.767, sprd=0.002]
Ep 031/60 [S2:+mat]:  61%|█▊ | 273/444 [00:46<00:29,  5.85it/s, loss=0.335, pair=0.012, adv=2.767, sprd=0.002]
Ep 031/60 [S2:+mat]:  61%|█▊ | 273/444 [00:46<00:29,  5.85it/s, loss=1.806, pair=4.883, adv=2.881, sprd=0.002]
Ep 031/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:27,  6.22it/s, loss=1.806, pair=4.883, adv=2.881, sprd=0.002]
Ep 031/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:27,  6.22it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.79it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.79it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.18it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  62%|█▊ | 276/444 [00:47<00:27,  6.18it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  62%|█▊ | 277/444 [00:47<00:28,  5.86it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  62%|█▊ | 277/444 [00:47<00:28,  5.86it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  63%|█▉ | 278/444 [00:47<00:26,  6.24it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  63%|█▎| 278/444 [00:47<00:26,  6.24it/s, loss=4.156, pair=12.656, adv=3.062, sprd=0.002]
Ep 031/60 [S2:+mat]:  63%|█▎| 279/444 [00:47<00:28,  5.84it/s, loss=4.156, pair=12.656, adv=3.062, sprd=0.002]
Ep 031/60 [S2:+mat]:  63%|█▉ | 279/444 [00:47<00:28,  5.84it/s, loss=3.323, pair=9.969, adv=2.754, sprd=0.002]
Ep 031/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.20it/s, loss=3.323, pair=9.969, adv=2.754, sprd=0.002]
Ep 031/60 [S2:+mat]:  63%|█▎| 280/444 [00:47<00:26,  6.20it/s, loss=5.092, pair=15.828, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:  63%|█▎| 281/444 [00:47<00:27,  5.88it/s, loss=5.092, pair=15.828, adv=2.773, sprd=0.002]
Ep 031/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:27,  5.88it/s, loss=1.771, pair=4.848, adv=2.519, sprd=0.003]
Ep 031/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:25,  6.24it/s, loss=1.771, pair=4.848, adv=2.519, sprd=0.003]
Ep 031/60 [S2:+mat]:  64%|█▉ | 282/444 [00:48<00:25,  6.24it/s, loss=0.646, pair=1.013, adv=2.856, sprd=0.002]
Ep 031/60 [S2:+mat]:  64%|█▉ | 283/444 [00:48<00:27,  5.82it/s, loss=0.646, pair=1.013, adv=2.856, sprd=0.002]
Ep 031/60 [S2:+mat]:  64%|█▉ | 283/444 [00:48<00:27,  5.82it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  64%|█▉ | 284/444 [00:48<00:25,  6.21it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  64%|█▉ | 284/444 [00:48<00:25,  6.21it/s, loss=1.454, pair=3.637, adv=3.083, sprd=0.003]
Ep 031/60 [S2:+mat]:  64%|█▉ | 285/444 [00:48<00:27,  5.72it/s, loss=1.454, pair=3.637, adv=3.083, sprd=0.003]
Ep 031/60 [S2:+mat]:  64%|█▉ | 285/444 [00:48<00:27,  5.72it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:25,  6.12it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  64%|█▎| 286/444 [00:48<00:25,  6.12it/s, loss=4.283, pair=13.125, adv=2.885, sprd=0.002]
Ep 031/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:26,  5.84it/s, loss=4.283, pair=13.125, adv=2.885, sprd=0.002]
Ep 031/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:26,  5.84it/s, loss=2.901, pair=8.516, adv=2.856, sprd=0.003]
Ep 031/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:25,  6.22it/s, loss=2.901, pair=8.516, adv=2.856, sprd=0.003]
Ep 031/60 [S2:+mat]:  65%|█▎| 288/444 [00:49<00:25,  6.22it/s, loss=4.787, pair=13.250, adv=2.969, sprd=0.002]
Ep 031/60 [S2:+mat]:  65%|█▎| 289/444 [00:49<00:26,  5.91it/s, loss=4.787, pair=13.250, adv=2.969, sprd=0.002]
Ep 031/60 [S2:+mat]:  65%|█▉ | 289/444 [00:49<00:26,  5.91it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  65%|█▉ | 290/444 [00:49<00:24,  6.25it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  65%|█▉ | 290/444 [00:49<00:24,  6.25it/s, loss=0.480, pair=0.466, adv=2.805, sprd=0.002]
Ep 031/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:26,  5.86it/s, loss=0.480, pair=0.466, adv=2.805, sprd=0.002]
Ep 031/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:26,  5.86it/s, loss=0.449, pair=0.403, adv=2.741, sprd=0.002]
Ep 031/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.22it/s, loss=0.449, pair=0.403, adv=2.741, sprd=0.002]
Ep 031/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.22it/s, loss=2.323, pair=5.941, adv=3.110, sprd=0.004]
Ep 031/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.74it/s, loss=2.323, pair=5.941, adv=3.110, sprd=0.004]
Ep 031/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.12it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  66%|█▉ | 294/444 [00:50<00:24,  6.12it/s, loss=0.526, pair=0.638, adv=2.766, sprd=0.002]
Ep 031/60 [S2:+mat]:  66%|█▉ | 295/444 [00:50<00:25,  5.81it/s, loss=0.526, pair=0.638, adv=2.766, sprd=0.002]
Ep 031/60 [S2:+mat]:  66%|█▉ | 295/444 [00:50<00:25,  5.81it/s, loss=2.577, pair=7.418, adv=2.941, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 296/444 [00:50<00:24,  6.16it/s, loss=2.577, pair=7.418, adv=2.941, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 296/444 [00:50<00:24,  6.16it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:25,  5.75it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:25,  5.75it/s, loss=0.821, pair=1.566, adv=2.969, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.13it/s, loss=0.821, pair=1.566, adv=2.969, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.13it/s, loss=2.528, pair=7.258, adv=2.860, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:24,  5.85it/s, loss=2.528, pair=7.258, adv=2.860, sprd=0.002]
Ep 031/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:24,  5.85it/s, loss=1.134, pair=2.637, adv=2.888, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.19it/s, loss=1.134, pair=2.637, adv=2.888, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|█▎| 300/444 [00:51<00:23,  6.19it/s, loss=5.915, pair=18.531, adv=2.980, sprd=0.004]
Ep 031/60 [S2:+mat]:  68%|█▎| 301/444 [00:51<00:25,  5.70it/s, loss=5.915, pair=18.531, adv=2.980, sprd=0.004]
Ep 031/60 [S2:+mat]:  68%|█▎| 301/444 [00:51<00:25,  5.70it/s, loss=5.389, pair=16.766, adv=2.982, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|█▎| 302/444 [00:51<00:23,  6.08it/s, loss=5.389, pair=16.766, adv=2.982, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|██ | 302/444 [00:51<00:23,  6.08it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:24,  5.67it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:24,  5.67it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:23,  6.08it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:23,  6.08it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:24,  5.77it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  69%|██ | 305/444 [00:52<00:24,  5.77it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  69%|██ | 306/444 [00:52<00:22,  6.17it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  69%|██ | 306/444 [00:52<00:22,  6.17it/s, loss=1.273, pair=3.184, adv=2.586, sprd=0.002]
Ep 031/60 [S2:+mat]:  69%|██ | 307/444 [00:52<00:23,  5.78it/s, loss=1.273, pair=3.184, adv=2.586, sprd=0.002]
Ep 031/60 [S2:+mat]:  69%|██ | 307/444 [00:52<00:23,  5.78it/s, loss=1.018, pair=2.277, adv=2.809, sprd=0.002]
Ep 031/60 [S2:+mat]:  69%|██ | 308/444 [00:52<00:22,  6.17it/s, loss=1.018, pair=2.277, adv=2.809, sprd=0.002]
Ep 031/60 [S2:+mat]:  69%|██ | 308/444 [00:52<00:22,  6.17it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:23,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:23,  5.76it/s, loss=3.308, pair=9.805, adv=2.988, sprd=0.004]
Ep 031/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.16it/s, loss=3.308, pair=9.805, adv=2.988, sprd=0.004]
Ep 031/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:23,  5.76it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  70%|██ | 311/444 [00:53<00:23,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  70%|██ | 312/444 [00:53<00:21,  6.16it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  70%|██ | 312/444 [00:53<00:21,  6.16it/s, loss=0.410, pair=0.231, adv=2.879, sprd=0.002]
Ep 031/60 [S2:+mat]:  70%|██ | 313/444 [00:53<00:22,  5.78it/s, loss=0.410, pair=0.231, adv=2.879, sprd=0.002]
Ep 031/60 [S2:+mat]:  70%|██ | 313/444 [00:53<00:22,  5.78it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██ | 314/444 [00:53<00:21,  6.15it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██ | 314/444 [00:53<00:21,  6.15it/s, loss=1.993, pair=5.516, adv=2.813, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:22,  5.72it/s, loss=1.993, pair=5.516, adv=2.813, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:22,  5.72it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:20,  6.11it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:20,  6.11it/s, loss=1.647, pair=4.328, adv=2.885, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:22,  5.74it/s, loss=1.647, pair=4.328, adv=2.885, sprd=0.003]
Ep 031/60 [S2:+mat]:  71%|██▏| 317/444 [00:54<00:22,  5.74it/s, loss=0.373, pair=0.131, adv=2.594, sprd=0.003]
Ep 031/60 [S2:+mat]:  72%|██▏| 318/444 [00:54<00:20,  6.13it/s, loss=0.373, pair=0.131, adv=2.594, sprd=0.003]
Ep 031/60 [S2:+mat]:  72%|█▍| 318/444 [00:54<00:20,  6.13it/s, loss=3.834, pair=11.609, adv=2.891, sprd=0.003]
Ep 031/60 [S2:+mat]:  72%|█▍| 319/444 [00:54<00:22,  5.68it/s, loss=3.834, pair=11.609, adv=2.891, sprd=0.003]
Ep 031/60 [S2:+mat]:  72%|██▏| 319/444 [00:54<00:22,  5.68it/s, loss=0.447, pair=0.356, adv=2.830, sprd=0.003]
Ep 031/60 [S2:+mat]:  72%|██▏| 320/444 [00:54<00:20,  6.06it/s, loss=0.447, pair=0.356, adv=2.830, sprd=0.003]
Ep 031/60 [S2:+mat]:  72%|██▏| 320/444 [00:54<00:20,  6.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:21,  5.72it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:21,  5.72it/s, loss=0.351, pair=0.012, adv=2.880, sprd=0.003]
Ep 031/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.12it/s, loss=0.351, pair=0.012, adv=2.880, sprd=0.003]
Ep 031/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.12it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:21,  5.67it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  73%|██▏| 323/444 [00:55<00:21,  5.67it/s, loss=1.160, pair=2.668, adv=3.042, sprd=0.002]
Ep 031/60 [S2:+mat]:  73%|██▏| 324/444 [00:55<00:19,  6.07it/s, loss=1.160, pair=2.668, adv=3.042, sprd=0.002]
Ep 031/60 [S2:+mat]:  73%|██▏| 324/444 [00:55<00:19,  6.07it/s, loss=2.297, pair=6.539, adv=2.688, sprd=0.003]
Ep 031/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:20,  5.92it/s, loss=2.297, pair=6.539, adv=2.688, sprd=0.003]
Ep 031/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:20,  5.92it/s, loss=0.351, pair=0.000, adv=2.958, sprd=0.003]
Ep 031/60 [S2:+mat]:  73%|██▏| 326/444 [00:55<00:18,  6.27it/s, loss=0.351, pair=0.000, adv=2.958, sprd=0.003]
Ep 031/60 [S2:+mat]:  73%|██▏| 326/444 [00:55<00:18,  6.27it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  74%|██▏| 327/444 [00:55<00:19,  5.88it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  74%|██▏| 327/444 [00:55<00:19,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.26it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.26it/s, loss=2.790, pair=8.102, adv=3.001, sprd=0.003]
Ep 031/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.87it/s, loss=2.790, pair=8.102, adv=3.001, sprd=0.003]
Ep 031/60 [S2:+mat]:  74%|██▏| 329/444 [00:56<00:19,  5.87it/s, loss=1.509, pair=3.918, adv=2.802, sprd=0.003]
Ep 031/60 [S2:+mat]:  74%|██▏| 330/444 [00:56<00:18,  6.20it/s, loss=1.509, pair=3.918, adv=2.802, sprd=0.003]
Ep 031/60 [S2:+mat]:  74%|██▏| 330/444 [00:56<00:18,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:19,  5.81it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:19,  5.81it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 031/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:18,  6.19it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 031/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:18,  6.19it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  75%|██▎| 333/444 [00:56<00:18,  5.86it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  75%|▊| 333/444 [00:56<00:18,  5.86it/s, loss=11.006, pair=35.500, adv=2.966, sprd=0.004]
Ep 031/60 [S2:+mat]:  75%|▊| 334/444 [00:56<00:17,  6.21it/s, loss=11.006, pair=35.500, adv=2.966, sprd=0.004]
Ep 031/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:17,  6.21it/s, loss=0.443, pair=0.309, adv=2.982, sprd=0.003]
Ep 031/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.55it/s, loss=0.443, pair=0.309, adv=2.982, sprd=0.003]
Ep 031/60 [S2:+mat]:  75%|██▎| 335/444 [00:57<00:19,  5.55it/s, loss=0.362, pair=0.069, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  76%|██▎| 336/444 [00:57<00:18,  5.96it/s, loss=0.362, pair=0.069, adv=2.857, sprd=0.002]
Ep 031/60 [S2:+mat]:  76%|██▎| 336/444 [00:57<00:18,  5.96it/s, loss=0.835, pair=1.653, adv=2.767, sprd=0.002]
Ep 031/60 [S2:+mat]:  76%|██▎| 337/444 [00:57<00:19,  5.59it/s, loss=0.835, pair=1.653, adv=2.767, sprd=0.002]
Ep 031/60 [S2:+mat]:  76%|██▎| 337/444 [00:57<00:19,  5.59it/s, loss=1.767, pair=4.723, adv=2.922, sprd=0.002]
Ep 031/60 [S2:+mat]:  76%|██▎| 338/444 [00:57<00:17,  5.99it/s, loss=1.767, pair=4.723, adv=2.922, sprd=0.002]
Ep 031/60 [S2:+mat]:  76%|██▎| 338/444 [00:57<00:17,  5.99it/s, loss=2.300, pair=6.543, adv=2.775, sprd=0.003]
Ep 031/60 [S2:+mat]:  76%|██▎| 339/444 [00:57<00:19,  5.51it/s, loss=2.300, pair=6.543, adv=2.775, sprd=0.003]
Ep 031/60 [S2:+mat]:  76%|██▎| 339/444 [00:57<00:19,  5.51it/s, loss=0.334, pair=0.006, adv=2.693, sprd=0.002]
Ep 031/60 [S2:+mat]:  77%|██▎| 340/444 [00:57<00:17,  5.93it/s, loss=0.334, pair=0.006, adv=2.693, sprd=0.002]
Ep 031/60 [S2:+mat]:  77%|██▎| 340/444 [00:57<00:17,  5.93it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.62it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  77%|█▌| 341/444 [00:58<00:18,  5.62it/s, loss=6.667, pair=21.062, adv=2.862, sprd=0.002]
Ep 031/60 [S2:+mat]:  77%|█▌| 342/444 [00:58<00:16,  6.03it/s, loss=6.667, pair=21.062, adv=2.862, sprd=0.002]
Ep 031/60 [S2:+mat]:  77%|██▎| 342/444 [00:58<00:16,  6.03it/s, loss=0.364, pair=0.000, adv=3.043, sprd=0.003]
Ep 031/60 [S2:+mat]:  77%|██▎| 343/444 [00:58<00:17,  5.69it/s, loss=0.364, pair=0.000, adv=3.043, sprd=0.003]
Ep 031/60 [S2:+mat]:  77%|█▌| 343/444 [00:58<00:17,  5.69it/s, loss=3.740, pair=11.344, adv=2.718, sprd=0.003]
Ep 031/60 [S2:+mat]:  77%|█▌| 344/444 [00:58<00:16,  6.10it/s, loss=3.740, pair=11.344, adv=2.718, sprd=0.003]
Ep 031/60 [S2:+mat]:  77%|██▎| 344/444 [00:58<00:16,  6.10it/s, loss=1.337, pair=3.230, adv=3.083, sprd=0.003]
Ep 031/60 [S2:+mat]:  78%|██▎| 345/444 [00:58<00:17,  5.62it/s, loss=1.337, pair=3.230, adv=3.083, sprd=0.003]
Ep 031/60 [S2:+mat]:  78%|██▎| 345/444 [00:58<00:17,  5.62it/s, loss=0.836, pair=1.606, adv=3.002, sprd=0.002]
Ep 031/60 [S2:+mat]:  78%|██▎| 346/444 [00:58<00:16,  6.04it/s, loss=0.836, pair=1.606, adv=3.002, sprd=0.002]
Ep 031/60 [S2:+mat]:  78%|█▌| 346/444 [00:58<00:16,  6.04it/s, loss=3.539, pair=10.609, adv=2.990, sprd=0.002]
Ep 031/60 [S2:+mat]:  78%|█▌| 347/444 [00:58<00:17,  5.59it/s, loss=3.539, pair=10.609, adv=2.990, sprd=0.002]
Ep 031/60 [S2:+mat]:  78%|██▎| 347/444 [00:59<00:17,  5.59it/s, loss=0.469, pair=0.419, adv=2.869, sprd=0.002]
Ep 031/60 [S2:+mat]:  78%|██▎| 348/444 [00:59<00:16,  6.00it/s, loss=0.469, pair=0.419, adv=2.869, sprd=0.002]
Ep 031/60 [S2:+mat]:  78%|█▌| 348/444 [00:59<00:16,  6.00it/s, loss=4.517, pair=13.875, adv=2.996, sprd=0.002]
Ep 031/60 [S2:+mat]:  79%|█▌| 349/444 [00:59<00:16,  5.76it/s, loss=4.517, pair=13.875, adv=2.996, sprd=0.002]
Ep 031/60 [S2:+mat]:  79%|██▎| 349/444 [00:59<00:16,  5.76it/s, loss=1.840, pair=4.965, adv=2.962, sprd=0.002]
Ep 031/60 [S2:+mat]:  79%|██▎| 350/444 [00:59<00:15,  6.15it/s, loss=1.840, pair=4.965, adv=2.962, sprd=0.002]
Ep 031/60 [S2:+mat]:  79%|██▎| 350/444 [00:59<00:15,  6.15it/s, loss=1.190, pair=2.793, adv=2.944, sprd=0.002]
Ep 031/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:16,  5.71it/s, loss=1.190, pair=2.793, adv=2.944, sprd=0.002]
Ep 031/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:16,  5.71it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:15,  6.11it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:15,  6.11it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:15,  5.84it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 353/444 [01:00<00:15,  5.84it/s, loss=0.952, pair=2.027, adv=2.855, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 354/444 [01:00<00:14,  6.20it/s, loss=0.952, pair=2.027, adv=2.855, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 354/444 [01:00<00:14,  6.20it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  80%|██▍| 355/444 [01:00<00:15,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  80%|██▍| 355/444 [01:00<00:15,  5.76it/s, loss=1.994, pair=5.523, adv=2.824, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 356/444 [01:00<00:14,  6.14it/s, loss=1.994, pair=5.523, adv=2.824, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 356/444 [01:00<00:14,  6.14it/s, loss=1.333, pair=3.262, adv=2.956, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:15,  5.75it/s, loss=1.333, pair=3.262, adv=2.956, sprd=0.002]
Ep 031/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:15,  5.75it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:14,  6.14it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:14,  6.14it/s, loss=0.397, pair=0.106, adv=3.063, sprd=0.003]
Ep 031/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:14,  5.78it/s, loss=0.397, pair=0.106, adv=3.063, sprd=0.003]
Ep 031/60 [S2:+mat]:  81%|██▍| 359/444 [01:01<00:14,  5.78it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  81%|██▍| 360/444 [01:01<00:13,  6.16it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  81%|█▌| 360/444 [01:01<00:13,  6.16it/s, loss=3.743, pair=11.000, adv=3.105, sprd=0.004]
Ep 031/60 [S2:+mat]:  81%|█▋| 361/444 [01:01<00:14,  5.66it/s, loss=3.743, pair=11.000, adv=3.105, sprd=0.004]
Ep 031/60 [S2:+mat]:  81%|██▍| 361/444 [01:01<00:14,  5.66it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  82%|██▍| 362/444 [01:01<00:13,  6.09it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  82%|██▍| 362/444 [01:01<00:13,  6.09it/s, loss=0.817, pair=1.621, adv=2.745, sprd=0.001]
Ep 031/60 [S2:+mat]:  82%|██▍| 363/444 [01:01<00:14,  5.76it/s, loss=0.817, pair=1.621, adv=2.745, sprd=0.001]
Ep 031/60 [S2:+mat]:  82%|█▋| 363/444 [01:01<00:14,  5.76it/s, loss=7.251, pair=23.047, adv=2.763, sprd=0.002]
Ep 031/60 [S2:+mat]:  82%|█▋| 364/444 [01:01<00:13,  6.15it/s, loss=7.251, pair=23.047, adv=2.763, sprd=0.002]
Ep 031/60 [S2:+mat]:  82%|██▍| 364/444 [01:02<00:13,  6.15it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  82%|██▍| 365/444 [01:02<00:13,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  82%|██▍| 365/444 [01:02<00:13,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  82%|██▍| 366/444 [01:02<00:12,  6.23it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  82%|██▍| 366/444 [01:02<00:12,  6.23it/s, loss=0.340, pair=0.012, adv=2.859, sprd=0.002]
Ep 031/60 [S2:+mat]:  83%|██▍| 367/444 [01:02<00:13,  5.81it/s, loss=0.340, pair=0.012, adv=2.859, sprd=0.002]
Ep 031/60 [S2:+mat]:  83%|██▍| 367/444 [01:02<00:13,  5.81it/s, loss=0.411, pair=0.169, adv=3.036, sprd=0.002]
Ep 031/60 [S2:+mat]:  83%|██▍| 368/444 [01:02<00:12,  6.19it/s, loss=0.411, pair=0.169, adv=3.036, sprd=0.002]
Ep 031/60 [S2:+mat]:  83%|██▍| 368/444 [01:02<00:12,  6.19it/s, loss=3.154, pair=9.234, adv=3.109, sprd=0.003]
Ep 031/60 [S2:+mat]:  83%|██▍| 369/444 [01:02<00:12,  5.90it/s, loss=3.154, pair=9.234, adv=3.109, sprd=0.003]
Ep 031/60 [S2:+mat]:  83%|██▍| 369/444 [01:02<00:12,  5.90it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.001]
Ep 031/60 [S2:+mat]:  83%|██▌| 370/444 [01:02<00:11,  6.27it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.001]
Ep 031/60 [S2:+mat]:  83%|██▌| 370/444 [01:03<00:11,  6.27it/s, loss=1.067, pair=2.449, adv=2.764, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|██▌| 371/444 [01:03<00:12,  5.79it/s, loss=1.067, pair=2.449, adv=2.764, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|██▌| 371/444 [01:03<00:12,  5.79it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  84%|██▌| 372/444 [01:03<00:11,  6.20it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 031/60 [S2:+mat]:  84%|█▋| 372/444 [01:03<00:11,  6.20it/s, loss=5.063, pair=15.734, adv=2.935, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|█▋| 373/444 [01:03<00:12,  5.86it/s, loss=5.063, pair=15.734, adv=2.935, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:12,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|██▌| 374/444 [01:03<00:11,  6.24it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|██▌| 374/444 [01:03<00:11,  6.24it/s, loss=0.395, pair=0.137, adv=3.023, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|██▌| 375/444 [01:03<00:11,  5.90it/s, loss=0.395, pair=0.137, adv=3.023, sprd=0.002]
Ep 031/60 [S2:+mat]:  84%|██▌| 375/444 [01:03<00:11,  5.90it/s, loss=0.740, pair=1.310, adv=2.914, sprd=0.003]
Ep 031/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:10,  6.26it/s, loss=0.740, pair=1.310, adv=2.914, sprd=0.003]
Ep 031/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:10,  6.26it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:11,  5.95it/s, loss=0.168, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  85%|██▌| 377/444 [01:04<00:11,  5.95it/s, loss=0.721, pair=1.223, adv=2.962, sprd=0.002]
Ep 031/60 [S2:+mat]:  85%|██▌| 378/444 [01:04<00:10,  6.31it/s, loss=0.721, pair=1.223, adv=2.962, sprd=0.002]
Ep 031/60 [S2:+mat]:  85%|██▌| 378/444 [01:04<00:10,  6.31it/s, loss=2.557, pair=7.367, adv=2.932, sprd=0.002]
Ep 031/60 [S2:+mat]:  85%|██▌| 379/444 [01:04<00:11,  5.88it/s, loss=2.557, pair=7.367, adv=2.932, sprd=0.002]
Ep 031/60 [S2:+mat]:  85%|██▌| 379/444 [01:04<00:11,  5.88it/s, loss=0.666, pair=1.122, adv=2.740, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|██▌| 380/444 [01:04<00:10,  6.25it/s, loss=0.666, pair=1.122, adv=2.740, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|██▌| 380/444 [01:04<00:10,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  86%|██▌| 381/444 [01:04<00:10,  5.87it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  86%|██▌| 381/444 [01:04<00:10,  5.87it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|██▌| 382/444 [01:04<00:09,  6.24it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|██▌| 382/444 [01:04<00:09,  6.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.82it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|██▌| 383/444 [01:05<00:10,  5.82it/s, loss=1.038, pair=2.262, adv=3.064, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|██▌| 384/444 [01:05<00:09,  6.19it/s, loss=1.038, pair=2.262, adv=3.064, sprd=0.002]
Ep 031/60 [S2:+mat]:  86%|▊| 384/444 [01:05<00:09,  6.19it/s, loss=10.091, pair=32.562, adv=2.617, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|▊| 385/444 [01:05<00:10,  5.71it/s, loss=10.091, pair=32.562, adv=2.617, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|██▌| 385/444 [01:05<00:10,  5.71it/s, loss=0.330, pair=0.000, adv=2.708, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|██▌| 386/444 [01:05<00:09,  6.09it/s, loss=0.330, pair=0.000, adv=2.708, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|█▋| 386/444 [01:05<00:09,  6.09it/s, loss=6.241, pair=19.734, adv=2.659, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|█▋| 387/444 [01:05<00:09,  5.82it/s, loss=6.241, pair=19.734, adv=2.659, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|██▌| 387/444 [01:05<00:09,  5.82it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|██▌| 388/444 [01:05<00:09,  6.20it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  87%|██▌| 388/444 [01:05<00:09,  6.20it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  88%|██▋| 389/444 [01:05<00:09,  5.89it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  88%|██▋| 389/444 [01:06<00:09,  5.89it/s, loss=0.521, pair=0.648, adv=2.662, sprd=0.003]
Ep 031/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:08,  6.24it/s, loss=0.521, pair=0.648, adv=2.662, sprd=0.003]
Ep 031/60 [S2:+mat]:  88%|██▋| 390/444 [01:06<00:08,  6.24it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  88%|██▋| 391/444 [01:06<00:08,  5.93it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  88%|██▋| 391/444 [01:06<00:08,  5.93it/s, loss=0.728, pair=1.216, adv=3.057, sprd=0.003]
Ep 031/60 [S2:+mat]:  88%|██▋| 392/444 [01:06<00:08,  6.27it/s, loss=0.728, pair=1.216, adv=3.057, sprd=0.003]
Ep 031/60 [S2:+mat]:  88%|██▋| 392/444 [01:06<00:08,  6.27it/s, loss=2.730, pair=7.668, adv=2.972, sprd=0.003]
Ep 031/60 [S2:+mat]:  89%|██▋| 393/444 [01:06<00:09,  5.65it/s, loss=2.730, pair=7.668, adv=2.972, sprd=0.003]
Ep 031/60 [S2:+mat]:  89%|██▋| 393/444 [01:06<00:09,  5.65it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:08,  6.04it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 394/444 [01:07<00:08,  6.04it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 395/444 [01:07<00:08,  5.68it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 395/444 [01:07<00:08,  5.68it/s, loss=0.542, pair=0.689, adv=2.809, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 396/444 [01:07<00:07,  6.06it/s, loss=0.542, pair=0.689, adv=2.809, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 396/444 [01:07<00:07,  6.06it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 397/444 [01:07<00:08,  5.74it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  89%|██▋| 397/444 [01:07<00:08,  5.74it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  90%|██▋| 398/444 [01:07<00:07,  6.13it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  90%|██▋| 398/444 [01:07<00:07,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  90%|██▋| 399/444 [01:07<00:07,  5.82it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  90%|██▋| 399/444 [01:07<00:07,  5.82it/s, loss=1.162, pair=2.738, adv=2.855, sprd=0.003]
Ep 031/60 [S2:+mat]:  90%|██▋| 400/444 [01:07<00:07,  6.18it/s, loss=1.162, pair=2.738, adv=2.855, sprd=0.003]
Ep 031/60 [S2:+mat]:  90%|██▋| 400/444 [01:07<00:07,  6.18it/s, loss=0.559, pair=0.716, adv=2.851, sprd=0.002]
Ep 031/60 [S2:+mat]:  90%|██▋| 401/444 [01:07<00:07,  5.83it/s, loss=0.559, pair=0.716, adv=2.851, sprd=0.002]
Ep 031/60 [S2:+mat]:  90%|█▊| 401/444 [01:08<00:07,  5.83it/s, loss=3.753, pair=11.391, adv=2.815, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|█▊| 402/444 [01:08<00:06,  6.18it/s, loss=3.753, pair=11.391, adv=2.815, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 402/444 [01:08<00:06,  6.18it/s, loss=2.996, pair=8.828, adv=2.818, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 403/444 [01:08<00:06,  5.86it/s, loss=2.996, pair=8.828, adv=2.818, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 403/444 [01:08<00:06,  5.86it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 404/444 [01:08<00:06,  6.23it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 404/444 [01:08<00:06,  6.23it/s, loss=2.681, pair=7.699, adv=3.128, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 405/444 [01:08<00:06,  5.94it/s, loss=2.681, pair=7.699, adv=3.128, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 405/444 [01:08<00:06,  5.94it/s, loss=2.670, pair=7.707, adv=2.907, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 406/444 [01:08<00:06,  6.28it/s, loss=2.670, pair=7.707, adv=2.907, sprd=0.002]
Ep 031/60 [S2:+mat]:  91%|██▋| 406/444 [01:08<00:06,  6.28it/s, loss=0.549, pair=0.708, adv=2.799, sprd=0.002]
Ep 031/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.85it/s, loss=0.549, pair=0.708, adv=2.799, sprd=0.002]
Ep 031/60 [S2:+mat]:  92%|██▊| 407/444 [01:09<00:06,  5.85it/s, loss=0.401, pair=0.184, adv=2.767, sprd=0.001]
Ep 031/60 [S2:+mat]:  92%|██▊| 408/444 [01:09<00:05,  6.23it/s, loss=0.401, pair=0.184, adv=2.767, sprd=0.001]
Ep 031/60 [S2:+mat]:  92%|██▊| 408/444 [01:09<00:05,  6.23it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  92%|██▊| 409/444 [01:09<00:05,  6.01it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  92%|██▊| 409/444 [01:09<00:05,  6.01it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  92%|██▊| 410/444 [01:09<00:05,  6.36it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  92%|██▊| 410/444 [01:09<00:05,  6.36it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 411/444 [01:09<00:05,  6.01it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 411/444 [01:09<00:05,  6.01it/s, loss=0.345, pair=0.000, adv=2.843, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 412/444 [01:09<00:05,  6.35it/s, loss=0.345, pair=0.000, adv=2.843, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|█▊| 412/444 [01:09<00:05,  6.35it/s, loss=8.338, pair=26.656, adv=2.867, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|█▊| 413/444 [01:09<00:05,  5.97it/s, loss=8.338, pair=26.656, adv=2.867, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 413/444 [01:10<00:05,  5.97it/s, loss=1.103, pair=2.449, adv=3.162, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 414/444 [01:10<00:04,  6.32it/s, loss=1.103, pair=2.449, adv=3.162, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 414/444 [01:10<00:04,  6.32it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 415/444 [01:10<00:04,  5.91it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  93%|██▊| 415/444 [01:10<00:04,  5.91it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|██▊| 416/444 [01:10<00:04,  6.28it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|██▊| 416/444 [01:10<00:04,  6.28it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|██▊| 417/444 [01:10<00:04,  5.94it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|█▉| 417/444 [01:10<00:04,  5.94it/s, loss=4.003, pair=12.203, adv=2.852, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|█▉| 418/444 [01:10<00:04,  6.28it/s, loss=4.003, pair=12.203, adv=2.852, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|█▉| 418/444 [01:10<00:04,  6.28it/s, loss=3.468, pair=10.328, adv=3.131, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|█▉| 419/444 [01:10<00:04,  5.92it/s, loss=3.468, pair=10.328, adv=3.131, sprd=0.002]
Ep 031/60 [S2:+mat]:  94%|██▊| 419/444 [01:11<00:04,  5.92it/s, loss=0.495, pair=0.458, adv=2.999, sprd=0.002]
Ep 031/60 [S2:+mat]:  95%|██▊| 420/444 [01:11<00:03,  6.25it/s, loss=0.495, pair=0.458, adv=2.999, sprd=0.002]
Ep 031/60 [S2:+mat]:  95%|██▊| 420/444 [01:11<00:03,  6.25it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 421/444 [01:11<00:03,  5.76it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 421/444 [01:11<00:03,  5.76it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 422/444 [01:11<00:03,  6.14it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 422/444 [01:11<00:03,  6.14it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 423/444 [01:11<00:03,  5.64it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 423/444 [01:11<00:03,  5.64it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 424/444 [01:11<00:03,  6.05it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  95%|██▊| 424/444 [01:11<00:03,  6.05it/s, loss=0.406, pair=0.137, adv=2.996, sprd=0.003]
Ep 031/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.74it/s, loss=0.406, pair=0.137, adv=2.996, sprd=0.003]
Ep 031/60 [S2:+mat]:  96%|██▊| 425/444 [01:12<00:03,  5.74it/s, loss=0.386, pair=0.106, adv=3.036, sprd=0.002]
Ep 031/60 [S2:+mat]:  96%|██▉| 426/444 [01:12<00:02,  6.14it/s, loss=0.386, pair=0.106, adv=3.036, sprd=0.002]
Ep 031/60 [S2:+mat]:  96%|██▉| 426/444 [01:12<00:02,  6.14it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  96%|██▉| 427/444 [01:12<00:02,  5.81it/s, loss=0.120, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  96%|██▉| 427/444 [01:12<00:02,  5.81it/s, loss=2.238, pair=6.301, adv=2.921, sprd=0.002]
Ep 031/60 [S2:+mat]:  96%|██▉| 428/444 [01:12<00:02,  6.19it/s, loss=2.238, pair=6.301, adv=2.921, sprd=0.002]
Ep 031/60 [S2:+mat]:  96%|██▉| 428/444 [01:12<00:02,  6.19it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 429/444 [01:12<00:02,  5.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 429/444 [01:12<00:02,  5.76it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 430/444 [01:12<00:02,  6.16it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 430/444 [01:12<00:02,  6.16it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 431/444 [01:12<00:02,  5.80it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 431/444 [01:13<00:02,  5.80it/s, loss=0.354, pair=0.000, adv=2.932, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 432/444 [01:13<00:01,  6.19it/s, loss=0.354, pair=0.000, adv=2.932, sprd=0.002]
Ep 031/60 [S2:+mat]:  97%|██▉| 432/444 [01:13<00:01,  6.19it/s, loss=0.361, pair=0.012, adv=3.002, sprd=0.002]
Ep 031/60 [S2:+mat]:  98%|██▉| 433/444 [01:13<00:01,  5.89it/s, loss=0.361, pair=0.012, adv=3.002, sprd=0.002]
Ep 031/60 [S2:+mat]:  98%|██▉| 433/444 [01:13<00:01,  5.89it/s, loss=1.031, pair=2.180, adv=3.143, sprd=0.003]
Ep 031/60 [S2:+mat]:  98%|██▉| 434/444 [01:13<00:01,  6.25it/s, loss=1.031, pair=2.180, adv=3.143, sprd=0.003]
Ep 031/60 [S2:+mat]:  98%|██▉| 434/444 [01:13<00:01,  6.25it/s, loss=2.586, pair=7.215, adv=2.977, sprd=0.002]
Ep 031/60 [S2:+mat]:  98%|██▉| 435/444 [01:13<00:01,  5.93it/s, loss=2.586, pair=7.215, adv=2.977, sprd=0.002]
Ep 031/60 [S2:+mat]:  98%|█▉| 435/444 [01:13<00:01,  5.93it/s, loss=4.143, pair=12.641, adv=3.022, sprd=0.002]
Ep 031/60 [S2:+mat]:  98%|█▉| 436/444 [01:13<00:01,  6.29it/s, loss=4.143, pair=12.641, adv=3.022, sprd=0.002]
Ep 031/60 [S2:+mat]:  98%|██▉| 436/444 [01:13<00:01,  6.29it/s, loss=0.488, pair=0.450, adv=2.968, sprd=0.003]
Ep 031/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.80it/s, loss=0.488, pair=0.450, adv=2.968, sprd=0.003]
Ep 031/60 [S2:+mat]:  98%|██▉| 437/444 [01:14<00:01,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  99%|██▉| 438/444 [01:14<00:00,  6.18it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  99%|██▉| 438/444 [01:14<00:00,  6.18it/s, loss=0.848, pair=1.778, adv=2.551, sprd=0.002]
Ep 031/60 [S2:+mat]:  99%|██▉| 439/444 [01:14<00:00,  5.78it/s, loss=0.848, pair=1.778, adv=2.551, sprd=0.002]
Ep 031/60 [S2:+mat]:  99%|██▉| 439/444 [01:14<00:00,  5.78it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  99%|██▉| 440/444 [01:14<00:00,  6.18it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]:  99%|██▉| 440/444 [01:14<00:00,  6.18it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  99%|██▉| 441/444 [01:14<00:00,  5.73it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 031/60 [S2:+mat]:  99%|██▉| 441/444 [01:14<00:00,  5.73it/s, loss=3.022, pair=8.891, adv=2.989, sprd=0.002]
Ep 031/60 [S2:+mat]: 100%|██▉| 442/444 [01:14<00:00,  6.11it/s, loss=3.022, pair=8.891, adv=2.989, sprd=0.002]
Ep 031/60 [S2:+mat]: 100%|██▉| 442/444 [01:14<00:00,  6.11it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.65it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.003]
Ep 031/60 [S2:+mat]: 100%|██▉| 443/444 [01:15<00:00,  5.65it/s, loss=3.104, pair=9.203, adv=2.915, sprd=0.003]
Ep 031/60 [S2:+mat]: 100%|███| 444/444 [01:15<00:00,  6.07it/s, loss=3.104, pair=9.203, adv=2.915, sprd=0.003]
                                                                                                              
Epoch 031/60 [S2:+mat]  loss=1.5311  mat=0.1811  sens=4.7958  pair=4.2269  adv=1.8965(rand=3.37)  deg=0.0097  orth=0.0046  spread=0.0025  q_mean=52.5  q_std=21.7  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.25e-05  75s

Ep 032/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 032/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:27,  3.00it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:27,  3.00it/s, loss=0.865, pair=1.700, adv=3.037, sprd=0.003]
Ep 032/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:36,  4.58it/s, loss=0.865, pair=1.700, adv=3.037, sprd=0.003]
Ep 032/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:36,  4.58it/s, loss=1.005, pair=2.139, adv=3.037, sprd=0.003]
Ep 032/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:33,  4.71it/s, loss=1.005, pair=2.139, adv=3.037, sprd=0.003]
Ep 032/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:33,  4.71it/s, loss=2.021, pair=5.535, adv=3.075, sprd=0.002]
Ep 032/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:20,  5.45it/s, loss=2.021, pair=5.535, adv=3.075, sprd=0.002]
Ep 032/60 [S2:+mat]:   1%|     | 4/444 [00:01<01:20,  5.45it/s, loss=1.864, pair=5.035, adv=2.997, sprd=0.003]
Ep 032/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:23,  5.27it/s, loss=1.864, pair=5.035, adv=2.997, sprd=0.003]
Ep 032/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:23,  5.27it/s, loss=1.107, pair=2.543, adv=2.890, sprd=0.003]
Ep 032/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:15,  5.80it/s, loss=1.107, pair=2.543, adv=2.890, sprd=0.003]
Ep 032/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:15,  5.80it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:21,  5.34it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:   2%|    | 7/444 [00:01<01:21,  5.34it/s, loss=5.592, pair=17.406, adv=3.141, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|    | 8/444 [00:01<01:14,  5.84it/s, loss=5.592, pair=17.406, adv=3.141, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:14,  5.84it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:17,  5.59it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:17,  5.59it/s, loss=2.775, pair=8.172, adv=2.704, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:12,  6.00it/s, loss=2.775, pair=8.172, adv=2.704, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|    | 10/444 [00:02<01:12,  6.00it/s, loss=2.046, pair=5.672, adv=2.842, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:16,  5.69it/s, loss=2.046, pair=5.672, adv=2.842, sprd=0.002]
Ep 032/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:16,  5.69it/s, loss=3.027, pair=9.016, adv=2.684, sprd=0.002]
Ep 032/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:10,  6.09it/s, loss=3.027, pair=9.016, adv=2.684, sprd=0.002]
Ep 032/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:10,  6.09it/s, loss=0.548, pair=0.560, adv=3.247, sprd=0.003]
Ep 032/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:15,  5.72it/s, loss=0.548, pair=0.560, adv=3.247, sprd=0.003]
Ep 032/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:15,  5.72it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:10,  6.13it/s, loss=2.231, pair=6.293, adv=2.851, sprd=0.002]
Ep 032/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:14,  5.78it/s, loss=2.231, pair=6.293, adv=2.851, sprd=0.002]
Ep 032/60 [S2:+mat]:   3%|   | 15/444 [00:02<01:14,  5.78it/s, loss=4.065, pair=12.359, adv=2.969, sprd=0.002]
Ep 032/60 [S2:+mat]:   4%|   | 16/444 [00:02<01:09,  6.15it/s, loss=4.065, pair=12.359, adv=2.969, sprd=0.002]
Ep 032/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:09,  6.15it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:14,  5.75it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   4%|   | 17/444 [00:03<01:14,  5.75it/s, loss=9.809, pair=31.484, adv=3.033, sprd=0.004]
Ep 032/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:09,  6.14it/s, loss=9.809, pair=31.484, adv=3.033, sprd=0.004]
Ep 032/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:09,  6.14it/s, loss=0.418, pair=0.209, adv=2.962, sprd=0.003]
Ep 032/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.80it/s, loss=0.418, pair=0.209, adv=2.962, sprd=0.003]
Ep 032/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.80it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.001]
Ep 032/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.20it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.001]
Ep 032/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.20it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:13,  5.77it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:13,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:08,  6.18it/s, loss=0.411, pair=0.075, adv=2.930, sprd=0.002]
Ep 032/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:12,  5.79it/s, loss=0.411, pair=0.075, adv=2.930, sprd=0.002]
Ep 032/60 [S2:+mat]:   5%|▏  | 23/444 [00:04<01:12,  5.79it/s, loss=3.862, pair=11.703, adv=2.929, sprd=0.003]
Ep 032/60 [S2:+mat]:   5%|▏  | 24/444 [00:04<01:08,  6.15it/s, loss=3.862, pair=11.703, adv=2.929, sprd=0.003]
Ep 032/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:08,  6.15it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.78it/s, loss=0.103, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.78it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.16it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.16it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:13,  5.68it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:13,  5.68it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   6%|▎   | 28/444 [00:04<01:08,  6.09it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:08,  6.09it/s, loss=0.417, pair=0.169, adv=3.114, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:14,  5.59it/s, loss=0.417, pair=0.169, adv=3.114, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:14,  5.59it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.00it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:08,  6.00it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:12,  5.68it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:12,  5.68it/s, loss=0.435, pair=0.325, adv=2.848, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.08it/s, loss=0.435, pair=0.325, adv=2.848, sprd=0.002]
Ep 032/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:07,  6.08it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:12,  5.69it/s, loss=0.176, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:12,  5.69it/s, loss=0.414, pair=0.278, adv=2.680, sprd=0.002]
Ep 032/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:07,  6.06it/s, loss=0.414, pair=0.278, adv=2.680, sprd=0.002]
Ep 032/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:07,  6.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:09,  5.87it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:09,  5.87it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:05,  6.22it/s, loss=0.360, pair=0.000, adv=3.044, sprd=0.003]
Ep 032/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:09,  5.85it/s, loss=0.360, pair=0.000, adv=3.044, sprd=0.003]
Ep 032/60 [S2:+mat]:   8%|▎  | 37/444 [00:06<01:09,  5.85it/s, loss=4.837, pair=15.016, adv=2.712, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎  | 38/444 [00:06<01:05,  6.21it/s, loss=4.837, pair=15.016, adv=2.712, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎  | 38/444 [00:06<01:05,  6.21it/s, loss=4.362, pair=13.297, adv=3.227, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎  | 39/444 [00:06<01:07,  5.99it/s, loss=4.362, pair=13.297, adv=3.227, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:07,  5.99it/s, loss=0.436, pair=0.356, adv=2.764, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:03,  6.33it/s, loss=0.436, pair=0.356, adv=2.764, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:03,  6.33it/s, loss=2.310, pair=6.277, adv=3.156, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:08,  5.92it/s, loss=2.310, pair=6.277, adv=3.156, sprd=0.002]
Ep 032/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:08,  5.92it/s, loss=0.419, pair=0.200, adv=3.038, sprd=0.003]
Ep 032/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.28it/s, loss=0.419, pair=0.200, adv=3.038, sprd=0.003]
Ep 032/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.28it/s, loss=2.769, pair=8.047, adv=3.013, sprd=0.002]
Ep 032/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:08,  5.84it/s, loss=2.769, pair=8.047, adv=3.013, sprd=0.002]
Ep 032/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:08,  5.84it/s, loss=2.910, pair=8.594, adv=2.787, sprd=0.003]
Ep 032/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:04,  6.18it/s, loss=2.910, pair=8.594, adv=2.787, sprd=0.003]
Ep 032/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:04,  6.18it/s, loss=5.600, pair=17.516, adv=2.917, sprd=0.002]
Ep 032/60 [S2:+mat]:  10%|▎  | 45/444 [00:07<01:09,  5.75it/s, loss=5.600, pair=17.516, adv=2.917, sprd=0.002]
Ep 032/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:09,  5.75it/s, loss=1.470, pair=3.637, adv=3.248, sprd=0.003]
Ep 032/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:04,  6.13it/s, loss=1.470, pair=3.637, adv=3.248, sprd=0.003]
Ep 032/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:04,  6.13it/s, loss=0.671, pair=1.021, adv=3.093, sprd=0.003]
Ep 032/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:08,  5.81it/s, loss=0.671, pair=1.021, adv=3.093, sprd=0.003]
Ep 032/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:08,  5.81it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:04,  6.18it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.83it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:07,  5.83it/s, loss=2.728, pair=7.980, adv=2.789, sprd=0.002]
Ep 032/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:03,  6.19it/s, loss=2.728, pair=7.980, adv=2.789, sprd=0.002]
Ep 032/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:03,  6.19it/s, loss=1.327, pair=3.262, adv=2.934, sprd=0.004]
Ep 032/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:10,  5.59it/s, loss=1.327, pair=3.262, adv=2.934, sprd=0.004]
Ep 032/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:10,  5.59it/s, loss=2.600, pair=7.480, adv=3.024, sprd=0.003]
Ep 032/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:05,  6.01it/s, loss=2.600, pair=7.480, adv=3.024, sprd=0.003]
Ep 032/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:05,  6.01it/s, loss=0.488, pair=0.372, adv=3.160, sprd=0.002]
Ep 032/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:07,  5.82it/s, loss=0.488, pair=0.372, adv=3.160, sprd=0.002]
Ep 032/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:07,  5.82it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:02,  6.21it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:02,  6.21it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:06,  5.83it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:06,  5.83it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:02,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:02,  6.20it/s, loss=0.931, pair=1.633, adv=3.132, sprd=0.003]
Ep 032/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:08,  5.62it/s, loss=0.931, pair=1.633, adv=3.132, sprd=0.003]
Ep 032/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:08,  5.62it/s, loss=0.678, pair=1.075, adv=2.956, sprd=0.002]
Ep 032/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:04,  6.02it/s, loss=0.678, pair=1.075, adv=2.956, sprd=0.002]
Ep 032/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:04,  6.02it/s, loss=0.376, pair=0.091, adv=2.838, sprd=0.004]
Ep 032/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:07,  5.69it/s, loss=0.376, pair=0.091, adv=2.838, sprd=0.004]
Ep 032/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:07,  5.69it/s, loss=1.451, pair=3.668, adv=2.933, sprd=0.003]
Ep 032/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:03,  6.07it/s, loss=1.451, pair=3.668, adv=2.933, sprd=0.003]
Ep 032/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:03,  6.07it/s, loss=2.927, pair=8.609, adv=2.848, sprd=0.003]
Ep 032/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:07,  5.64it/s, loss=2.927, pair=8.609, adv=2.848, sprd=0.003]
Ep 032/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:07,  5.64it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:03,  6.04it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:03,  6.04it/s, loss=2.782, pair=8.031, adv=3.076, sprd=0.004]
Ep 032/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:06,  5.69it/s, loss=2.782, pair=8.031, adv=3.076, sprd=0.004]
Ep 032/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:06,  5.69it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:02,  6.09it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:02,  6.09it/s, loss=2.315, pair=6.574, adv=2.787, sprd=0.003]
Ep 032/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:05,  5.83it/s, loss=2.315, pair=6.574, adv=2.787, sprd=0.003]
Ep 032/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:05,  5.83it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  15%|▍  | 66/444 [00:11<01:00,  6.22it/s, loss=4.684, pair=14.359, adv=3.222, sprd=0.005]
Ep 032/60 [S2:+mat]:  15%|▍  | 67/444 [00:11<01:05,  5.75it/s, loss=4.684, pair=14.359, adv=3.222, sprd=0.005]
Ep 032/60 [S2:+mat]:  15%|▍  | 67/444 [00:11<01:05,  5.75it/s, loss=3.942, pair=11.938, adv=3.043, sprd=0.003]
Ep 032/60 [S2:+mat]:  15%|▍  | 68/444 [00:11<01:01,  6.12it/s, loss=3.942, pair=11.938, adv=3.043, sprd=0.003]
Ep 032/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:01,  6.12it/s, loss=0.747, pair=1.294, adv=3.018, sprd=0.003]
Ep 032/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:03,  5.87it/s, loss=0.747, pair=1.294, adv=3.018, sprd=0.003]
Ep 032/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:03,  5.87it/s, loss=1.539, pair=4.012, adv=2.869, sprd=0.002]
Ep 032/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<01:00,  6.23it/s, loss=1.539, pair=4.012, adv=2.869, sprd=0.002]
Ep 032/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:00,  6.23it/s, loss=0.813, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.85it/s, loss=0.813, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.85it/s, loss=2.992, pair=8.805, adv=2.891, sprd=0.005]
Ep 032/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:00,  6.20it/s, loss=2.992, pair=8.805, adv=2.891, sprd=0.005]
Ep 032/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<01:00,  6.20it/s, loss=2.455, pair=7.043, adv=2.892, sprd=0.002]
Ep 032/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:04,  5.72it/s, loss=2.455, pair=7.043, adv=2.892, sprd=0.002]
Ep 032/60 [S2:+mat]:  16%|▋   | 73/444 [00:12<01:04,  5.72it/s, loss=0.635, pair=0.950, adv=2.934, sprd=0.002]
Ep 032/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<01:00,  6.11it/s, loss=0.635, pair=0.950, adv=2.934, sprd=0.002]
Ep 032/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<01:00,  6.11it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:04,  5.74it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:04,  5.74it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<00:59,  6.14it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  17%|▌  | 76/444 [00:13<00:59,  6.14it/s, loss=4.195, pair=12.828, adv=2.912, sprd=0.003]
Ep 032/60 [S2:+mat]:  17%|▌  | 77/444 [00:13<01:04,  5.66it/s, loss=4.195, pair=12.828, adv=2.912, sprd=0.003]
Ep 032/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:04,  5.66it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:00,  6.06it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:00,  6.06it/s, loss=0.742, pair=1.341, adv=2.808, sprd=0.004]
Ep 032/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:04,  5.68it/s, loss=0.742, pair=1.341, adv=2.808, sprd=0.004]
Ep 032/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:04,  5.68it/s, loss=3.317, pair=9.891, adv=2.899, sprd=0.003]
Ep 032/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:59,  6.08it/s, loss=3.317, pair=9.891, adv=2.899, sprd=0.003]
Ep 032/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:59,  6.08it/s, loss=2.323, pair=6.516, adv=3.127, sprd=0.004]
Ep 032/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:02,  5.83it/s, loss=2.323, pair=6.516, adv=3.127, sprd=0.004]
Ep 032/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:02,  5.83it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<00:58,  6.20it/s, loss=0.556, pair=0.450, adv=2.979, sprd=0.002]
Ep 032/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:00,  5.92it/s, loss=0.556, pair=0.450, adv=2.979, sprd=0.002]
Ep 032/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:00,  5.92it/s, loss=1.779, pair=4.773, adv=2.779, sprd=0.003]
Ep 032/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.26it/s, loss=1.779, pair=4.773, adv=2.779, sprd=0.003]
Ep 032/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:00,  5.97it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  19%|▌  | 85/444 [00:14<01:00,  5.97it/s, loss=3.975, pair=12.047, adv=2.943, sprd=0.004]
Ep 032/60 [S2:+mat]:  19%|▌  | 86/444 [00:14<00:56,  6.29it/s, loss=3.975, pair=12.047, adv=2.943, sprd=0.004]
Ep 032/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:56,  6.29it/s, loss=0.757, pair=1.272, adv=3.117, sprd=0.003]
Ep 032/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<00:59,  5.96it/s, loss=0.757, pair=1.272, adv=3.117, sprd=0.003]
Ep 032/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<00:59,  5.96it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:56,  6.31it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<00:56,  6.31it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<00:58,  6.02it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<00:58,  6.02it/s, loss=1.861, pair=5.047, adv=2.843, sprd=0.003]
Ep 032/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:55,  6.34it/s, loss=1.861, pair=5.047, adv=2.843, sprd=0.003]
Ep 032/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:55,  6.34it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<00:59,  5.92it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<00:59,  5.92it/s, loss=0.450, pair=0.403, adv=2.758, sprd=0.002]
Ep 032/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:56,  6.26it/s, loss=0.450, pair=0.403, adv=2.758, sprd=0.002]
Ep 032/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:56,  6.26it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<00:59,  5.86it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  21%|▋  | 93/444 [00:15<00:59,  5.86it/s, loss=4.083, pair=12.438, adv=2.977, sprd=0.003]
Ep 032/60 [S2:+mat]:  21%|▋  | 94/444 [00:15<00:56,  6.23it/s, loss=4.083, pair=12.438, adv=2.977, sprd=0.003]
Ep 032/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<00:56,  6.23it/s, loss=0.447, pair=0.325, adv=2.999, sprd=0.003]
Ep 032/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<01:00,  5.81it/s, loss=0.447, pair=0.325, adv=2.999, sprd=0.003]
Ep 032/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<01:00,  5.81it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:56,  6.17it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:56,  6.17it/s, loss=0.383, pair=0.137, adv=2.881, sprd=0.004]
Ep 032/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:01,  5.68it/s, loss=0.383, pair=0.137, adv=2.881, sprd=0.004]
Ep 032/60 [S2:+mat]:  22%|▋  | 97/444 [00:16<01:01,  5.68it/s, loss=3.392, pair=10.109, adv=3.021, sprd=0.004]
Ep 032/60 [S2:+mat]:  22%|▋  | 98/444 [00:16<00:56,  6.07it/s, loss=3.392, pair=10.109, adv=3.021, sprd=0.004]
Ep 032/60 [S2:+mat]:  22%|▋  | 98/444 [00:16<00:56,  6.07it/s, loss=3.502, pair=10.461, adv=3.092, sprd=0.004]
Ep 032/60 [S2:+mat]:  22%|▋  | 99/444 [00:16<00:59,  5.75it/s, loss=3.502, pair=10.461, adv=3.092, sprd=0.004]
Ep 032/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:59,  5.75it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  23%|▋  | 100/444 [00:16<00:56,  6.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:56,  6.13it/s, loss=2.464, pair=7.031, adv=2.980, sprd=0.002]
Ep 032/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.85it/s, loss=2.464, pair=7.031, adv=2.980, sprd=0.002]
Ep 032/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:58,  5.85it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.21it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.21it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:59,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:59,  5.74it/s, loss=1.106, pair=2.605, adv=2.630, sprd=0.002]
Ep 032/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:55,  6.12it/s, loss=1.106, pair=2.605, adv=2.630, sprd=0.002]
Ep 032/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:55,  6.12it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:58,  5.83it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:58,  5.83it/s, loss=1.449, pair=3.668, adv=2.962, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▋  | 106/444 [00:17<00:54,  6.18it/s, loss=1.449, pair=3.668, adv=2.962, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<00:54,  6.18it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:56,  5.92it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▍ | 107/444 [00:18<00:56,  5.92it/s, loss=4.672, pair=14.359, adv=3.085, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▍ | 108/444 [00:18<00:53,  6.29it/s, loss=4.672, pair=14.359, adv=3.085, sprd=0.002]
Ep 032/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.29it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:57,  5.85it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▍ | 109/444 [00:18<00:57,  5.85it/s, loss=6.441, pair=20.281, adv=3.068, sprd=0.003]
Ep 032/60 [S2:+mat]:  25%|▍ | 110/444 [00:18<00:53,  6.22it/s, loss=6.441, pair=20.281, adv=3.068, sprd=0.003]
Ep 032/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:53,  6.22it/s, loss=1.571, pair=3.967, adv=3.143, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.80it/s, loss=1.571, pair=3.967, adv=3.143, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:57,  5.80it/s, loss=2.774, pair=8.078, adv=2.951, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.16it/s, loss=2.774, pair=8.078, adv=2.951, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▊  | 112/444 [00:19<00:53,  6.16it/s, loss=2.935, pair=8.516, adv=3.235, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:56,  5.82it/s, loss=2.935, pair=8.516, adv=3.235, sprd=0.002]
Ep 032/60 [S2:+mat]:  25%|▌ | 113/444 [00:19<00:56,  5.82it/s, loss=6.483, pair=20.391, adv=2.885, sprd=0.003]
Ep 032/60 [S2:+mat]:  26%|▌ | 114/444 [00:19<00:53,  6.17it/s, loss=6.483, pair=20.391, adv=2.885, sprd=0.003]
Ep 032/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:53,  6.17it/s, loss=0.362, pair=0.025, adv=2.918, sprd=0.002]
Ep 032/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.90it/s, loss=0.362, pair=0.025, adv=2.918, sprd=0.002]
Ep 032/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.90it/s, loss=1.007, pair=2.262, adv=2.735, sprd=0.002]
Ep 032/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.24it/s, loss=1.007, pair=2.262, adv=2.735, sprd=0.002]
Ep 032/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.24it/s, loss=1.711, pair=4.500, adv=3.066, sprd=0.002]
Ep 032/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.75it/s, loss=1.711, pair=4.500, adv=3.066, sprd=0.002]
Ep 032/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.75it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:53,  6.13it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▊  | 118/444 [00:20<00:53,  6.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▊  | 119/444 [00:20<00:56,  5.78it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▌ | 119/444 [00:20<00:56,  5.78it/s, loss=8.207, pair=26.203, adv=2.857, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▌ | 120/444 [00:20<00:52,  6.15it/s, loss=8.207, pair=26.203, adv=2.857, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:52,  6.15it/s, loss=0.346, pair=0.000, adv=2.854, sprd=0.003]
Ep 032/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:57,  5.60it/s, loss=0.346, pair=0.000, adv=2.854, sprd=0.003]
Ep 032/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:57,  5.60it/s, loss=2.368, pair=6.605, adv=3.283, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:53,  6.01it/s, loss=2.368, pair=6.605, adv=3.283, sprd=0.002]
Ep 032/60 [S2:+mat]:  27%|▌ | 122/444 [00:20<00:53,  6.01it/s, loss=4.552, pair=13.672, adv=3.172, sprd=0.003]
Ep 032/60 [S2:+mat]:  28%|▌ | 123/444 [00:20<00:56,  5.63it/s, loss=4.552, pair=13.672, adv=3.172, sprd=0.003]
Ep 032/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:56,  5.63it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:52,  6.06it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  28%|▊  | 124/444 [00:21<00:52,  6.06it/s, loss=1.125, pair=2.605, adv=2.914, sprd=0.002]
Ep 032/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:56,  5.67it/s, loss=1.125, pair=2.605, adv=2.914, sprd=0.002]
Ep 032/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:56,  5.67it/s, loss=1.006, pair=2.199, adv=2.937, sprd=0.002]
Ep 032/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:52,  6.06it/s, loss=1.006, pair=2.199, adv=2.937, sprd=0.002]
Ep 032/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:52,  6.06it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:55,  5.69it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:55,  5.69it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:51,  6.11it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:51,  6.11it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:53,  5.87it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:53,  5.87it/s, loss=0.372, pair=0.137, adv=2.726, sprd=0.003]
Ep 032/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:50,  6.22it/s, loss=0.372, pair=0.137, adv=2.726, sprd=0.003]
Ep 032/60 [S2:+mat]:  29%|▌ | 130/444 [00:22<00:50,  6.22it/s, loss=8.117, pair=25.828, adv=3.216, sprd=0.002]
Ep 032/60 [S2:+mat]:  30%|▌ | 131/444 [00:22<00:53,  5.82it/s, loss=8.117, pair=25.828, adv=3.216, sprd=0.002]
Ep 032/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:53,  5.82it/s, loss=1.710, pair=4.543, adv=2.884, sprd=0.002]
Ep 032/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:50,  6.18it/s, loss=1.710, pair=4.543, adv=2.884, sprd=0.002]
Ep 032/60 [S2:+mat]:  30%|▌ | 132/444 [00:22<00:50,  6.18it/s, loss=4.739, pair=14.672, adv=2.721, sprd=0.003]
Ep 032/60 [S2:+mat]:  30%|▌ | 133/444 [00:22<00:54,  5.72it/s, loss=4.739, pair=14.672, adv=2.721, sprd=0.003]
Ep 032/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:54,  5.72it/s, loss=0.331, pair=0.012, adv=2.751, sprd=0.002]
Ep 032/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:50,  6.12it/s, loss=0.331, pair=0.012, adv=2.751, sprd=0.002]
Ep 032/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:50,  6.12it/s, loss=0.387, pair=0.012, adv=3.301, sprd=0.003]
Ep 032/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:54,  5.72it/s, loss=0.387, pair=0.012, adv=3.301, sprd=0.003]
Ep 032/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:54,  5.72it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:50,  6.13it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  31%|▉  | 136/444 [00:23<00:50,  6.13it/s, loss=1.123, pair=2.543, adv=3.062, sprd=0.002]
Ep 032/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:55,  5.50it/s, loss=1.123, pair=2.543, adv=3.062, sprd=0.002]
Ep 032/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:55,  5.50it/s, loss=0.407, pair=0.184, adv=3.044, sprd=0.003]
Ep 032/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:51,  5.92it/s, loss=0.407, pair=0.184, adv=3.044, sprd=0.003]
Ep 032/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:51,  5.92it/s, loss=0.361, pair=0.075, adv=2.773, sprd=0.001]
Ep 032/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.76it/s, loss=0.361, pair=0.075, adv=2.773, sprd=0.001]
Ep 032/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:52,  5.76it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.14it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:49,  6.14it/s, loss=0.478, pair=0.387, adv=3.127, sprd=0.003]
Ep 032/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:52,  5.77it/s, loss=0.478, pair=0.387, adv=3.127, sprd=0.003]
Ep 032/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:52,  5.77it/s, loss=2.052, pair=5.699, adv=2.858, sprd=0.002]
Ep 032/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.14it/s, loss=2.052, pair=5.699, adv=2.858, sprd=0.002]
Ep 032/60 [S2:+mat]:  32%|▉  | 142/444 [00:24<00:49,  6.14it/s, loss=2.376, pair=6.801, adv=2.818, sprd=0.002]
Ep 032/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.83it/s, loss=2.376, pair=6.801, adv=2.818, sprd=0.002]
Ep 032/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.20it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.20it/s, loss=1.050, pair=2.332, adv=2.933, sprd=0.002]
Ep 032/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.81it/s, loss=1.050, pair=2.332, adv=2.933, sprd=0.002]
Ep 032/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.81it/s, loss=0.794, pair=1.528, adv=2.817, sprd=0.002]
Ep 032/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.17it/s, loss=0.794, pair=1.528, adv=2.817, sprd=0.002]
Ep 032/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:48,  6.17it/s, loss=0.509, pair=0.444, adv=3.129, sprd=0.003]
Ep 032/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:51,  5.79it/s, loss=0.509, pair=0.444, adv=3.129, sprd=0.003]
Ep 032/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:51,  5.79it/s, loss=1.275, pair=3.043, adv=3.160, sprd=0.002]
Ep 032/60 [S2:+mat]:  33%|█  | 148/444 [00:24<00:48,  6.16it/s, loss=1.275, pair=3.043, adv=3.160, sprd=0.002]
Ep 032/60 [S2:+mat]:  33%|█  | 148/444 [00:25<00:48,  6.16it/s, loss=1.494, pair=3.668, adv=2.934, sprd=0.002]
Ep 032/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:50,  5.86it/s, loss=1.494, pair=3.668, adv=2.934, sprd=0.002]
Ep 032/60 [S2:+mat]:  34%|▋ | 149/444 [00:25<00:50,  5.86it/s, loss=4.539, pair=14.016, adv=2.812, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|▋ | 150/444 [00:25<00:47,  6.23it/s, loss=4.539, pair=14.016, adv=2.812, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.23it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:52,  5.53it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:52,  5.53it/s, loss=1.355, pair=3.320, adv=3.032, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:49,  5.96it/s, loss=1.355, pair=3.320, adv=3.032, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:49,  5.96it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:51,  5.69it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  34%|█  | 153/444 [00:26<00:51,  5.69it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  35%|█  | 154/444 [00:26<00:47,  6.09it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  35%|▋ | 154/444 [00:26<00:47,  6.09it/s, loss=4.111, pair=12.453, adv=3.150, sprd=0.003]
Ep 032/60 [S2:+mat]:  35%|▋ | 155/444 [00:26<00:50,  5.73it/s, loss=4.111, pair=12.453, adv=3.150, sprd=0.003]
Ep 032/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:50,  5.73it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:47,  6.12it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:47,  6.12it/s, loss=2.022, pair=5.484, adv=2.979, sprd=0.003]
Ep 032/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:48,  5.88it/s, loss=2.022, pair=5.484, adv=2.979, sprd=0.003]
Ep 032/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:48,  5.88it/s, loss=0.343, pair=0.014, adv=2.865, sprd=0.002]
Ep 032/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.22it/s, loss=0.343, pair=0.014, adv=2.865, sprd=0.002]
Ep 032/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:45,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.89it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  36%|█  | 159/444 [00:27<00:48,  5.89it/s, loss=2.327, pair=6.484, adv=3.345, sprd=0.004]
Ep 032/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:45,  6.24it/s, loss=2.327, pair=6.484, adv=3.345, sprd=0.004]
Ep 032/60 [S2:+mat]:  36%|█  | 160/444 [00:27<00:45,  6.24it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.80it/s, loss=2.195, pair=6.145, adv=2.891, sprd=0.002]
Ep 032/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.16it/s, loss=2.195, pair=6.145, adv=2.891, sprd=0.002]
Ep 032/60 [S2:+mat]:  36%|▋ | 162/444 [00:27<00:45,  6.16it/s, loss=4.439, pair=13.562, adv=3.131, sprd=0.003]
Ep 032/60 [S2:+mat]:  37%|▋ | 163/444 [00:27<00:49,  5.70it/s, loss=4.439, pair=13.562, adv=3.131, sprd=0.003]
Ep 032/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:49,  5.70it/s, loss=1.736, pair=4.668, adv=2.777, sprd=0.003]
Ep 032/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:46,  6.07it/s, loss=1.736, pair=4.668, adv=2.777, sprd=0.003]
Ep 032/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:46,  6.07it/s, loss=0.532, pair=0.622, adv=2.856, sprd=0.004]
Ep 032/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:49,  5.59it/s, loss=0.532, pair=0.622, adv=2.856, sprd=0.004]
Ep 032/60 [S2:+mat]:  37%|█  | 165/444 [00:28<00:49,  5.59it/s, loss=1.435, pair=3.559, adv=3.122, sprd=0.003]
Ep 032/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:46,  6.02it/s, loss=1.435, pair=3.559, adv=3.122, sprd=0.003]
Ep 032/60 [S2:+mat]:  37%|█  | 166/444 [00:28<00:46,  6.02it/s, loss=0.150, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:48,  5.74it/s, loss=0.150, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  38%|▊ | 167/444 [00:28<00:48,  5.74it/s, loss=8.961, pair=28.703, adv=2.972, sprd=0.003]
Ep 032/60 [S2:+mat]:  38%|▊ | 168/444 [00:28<00:44,  6.14it/s, loss=8.961, pair=28.703, adv=2.972, sprd=0.003]
Ep 032/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.14it/s, loss=3.008, pair=8.797, adv=3.045, sprd=0.002]
Ep 032/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:46,  5.87it/s, loss=3.008, pair=8.797, adv=3.045, sprd=0.002]
Ep 032/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:46,  5.87it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:43,  6.26it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:43,  6.26it/s, loss=0.452, pair=0.325, adv=3.013, sprd=0.003]
Ep 032/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:46,  5.90it/s, loss=0.452, pair=0.325, adv=3.013, sprd=0.003]
Ep 032/60 [S2:+mat]:  39%|█▏ | 171/444 [00:29<00:46,  5.90it/s, loss=0.457, pair=0.231, adv=3.260, sprd=0.003]
Ep 032/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:43,  6.24it/s, loss=0.457, pair=0.231, adv=3.260, sprd=0.003]
Ep 032/60 [S2:+mat]:  39%|█▏ | 172/444 [00:29<00:43,  6.24it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:46,  5.86it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:46,  5.86it/s, loss=0.364, pair=0.012, adv=3.174, sprd=0.002]
Ep 032/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.24it/s, loss=0.364, pair=0.012, adv=3.174, sprd=0.002]
Ep 032/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:43,  6.24it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.81it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.81it/s, loss=3.322, pair=9.953, adv=2.833, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.18it/s, loss=3.322, pair=9.953, adv=2.833, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|▊ | 176/444 [00:29<00:43,  6.18it/s, loss=3.373, pair=10.125, adv=2.753, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|▊ | 177/444 [00:29<00:45,  5.85it/s, loss=3.373, pair=10.125, adv=2.753, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|█▏ | 177/444 [00:30<00:45,  5.85it/s, loss=2.144, pair=5.945, adv=3.047, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:42,  6.21it/s, loss=2.144, pair=5.945, adv=3.047, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|█▏ | 178/444 [00:30<00:42,  6.21it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:44,  5.95it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:44,  5.95it/s, loss=0.400, pair=0.091, adv=3.268, sprd=0.002]
Ep 032/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:41,  6.31it/s, loss=0.400, pair=0.091, adv=3.268, sprd=0.002]
Ep 032/60 [S2:+mat]:  41%|▊ | 180/444 [00:30<00:41,  6.31it/s, loss=7.040, pair=22.359, adv=2.786, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|▊ | 181/444 [00:30<00:44,  5.88it/s, loss=7.040, pair=22.359, adv=2.786, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:44,  5.88it/s, loss=0.408, pair=0.000, adv=3.283, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:41,  6.25it/s, loss=0.408, pair=0.000, adv=3.283, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:41,  6.25it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:45,  5.72it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|█▏ | 183/444 [00:31<00:45,  5.72it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:42,  6.13it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  41%|█▏ | 184/444 [00:31<00:42,  6.13it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  42%|█▎ | 185/444 [00:31<00:44,  5.81it/s, loss=1.488, pair=3.707, adv=3.262, sprd=0.003]
Ep 032/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:41,  6.18it/s, loss=1.488, pair=3.707, adv=3.262, sprd=0.003]
Ep 032/60 [S2:+mat]:  42%|▊ | 186/444 [00:31<00:41,  6.18it/s, loss=4.427, pair=13.562, adv=3.025, sprd=0.004]
Ep 032/60 [S2:+mat]:  42%|▊ | 187/444 [00:31<00:45,  5.69it/s, loss=4.427, pair=13.562, adv=3.025, sprd=0.004]
Ep 032/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:45,  5.69it/s, loss=1.844, pair=4.941, adv=3.094, sprd=0.003]
Ep 032/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:42,  6.08it/s, loss=1.844, pair=4.941, adv=3.094, sprd=0.003]
Ep 032/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:42,  6.08it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:44,  5.69it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  43%|█▎ | 189/444 [00:32<00:44,  5.69it/s, loss=1.778, pair=4.730, adv=2.989, sprd=0.005]
Ep 032/60 [S2:+mat]:  43%|█▎ | 190/444 [00:32<00:41,  6.11it/s, loss=1.778, pair=4.730, adv=2.989, sprd=0.005]
Ep 032/60 [S2:+mat]:  43%|▊ | 190/444 [00:32<00:41,  6.11it/s, loss=8.953, pair=28.734, adv=2.793, sprd=0.002]
Ep 032/60 [S2:+mat]:  43%|▊ | 191/444 [00:32<00:44,  5.67it/s, loss=8.953, pair=28.734, adv=2.793, sprd=0.002]
Ep 032/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:44,  5.67it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:41,  6.10it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:41,  6.10it/s, loss=1.013, pair=1.816, adv=3.096, sprd=0.004]
Ep 032/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:44,  5.70it/s, loss=1.013, pair=1.816, adv=3.096, sprd=0.004]
Ep 032/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:44,  5.70it/s, loss=2.443, pair=6.941, adv=3.004, sprd=0.002]
Ep 032/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:40,  6.11it/s, loss=2.443, pair=6.941, adv=3.004, sprd=0.002]
Ep 032/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:40,  6.11it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:42,  5.88it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  44%|█▎ | 195/444 [00:33<00:42,  5.88it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:39,  6.27it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  44%|█▎ | 196/444 [00:33<00:39,  6.27it/s, loss=0.412, pair=0.012, adv=2.813, sprd=0.002]
Ep 032/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:41,  6.02it/s, loss=0.412, pair=0.012, adv=2.813, sprd=0.002]
Ep 032/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:41,  6.02it/s, loss=0.357, pair=0.012, adv=2.960, sprd=0.003]
Ep 032/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:38,  6.36it/s, loss=0.357, pair=0.012, adv=2.960, sprd=0.003]
Ep 032/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:38,  6.36it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:42,  5.78it/s, loss=0.106, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:42,  5.78it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.17it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.17it/s, loss=2.406, pair=6.855, adv=2.971, sprd=0.002]
Ep 032/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:42,  5.79it/s, loss=2.406, pair=6.855, adv=2.971, sprd=0.002]
Ep 032/60 [S2:+mat]:  45%|▍| 201/444 [00:34<00:42,  5.79it/s, loss=15.342, pair=49.938, adv=3.065, sprd=0.002]
Ep 032/60 [S2:+mat]:  45%|▍| 202/444 [00:34<00:39,  6.17it/s, loss=15.342, pair=49.938, adv=3.065, sprd=0.002]
Ep 032/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.17it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:41,  5.76it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  46%|▉ | 203/444 [00:34<00:41,  5.76it/s, loss=4.777, pair=14.797, adv=2.884, sprd=0.002]
Ep 032/60 [S2:+mat]:  46%|▉ | 204/444 [00:34<00:39,  6.14it/s, loss=4.777, pair=14.797, adv=2.884, sprd=0.002]
Ep 032/60 [S2:+mat]:  46%|▉ | 204/444 [00:34<00:39,  6.14it/s, loss=5.995, pair=18.859, adv=2.818, sprd=0.002]
Ep 032/60 [S2:+mat]:  46%|▉ | 205/444 [00:34<00:40,  5.85it/s, loss=5.995, pair=18.859, adv=2.818, sprd=0.002]
Ep 032/60 [S2:+mat]:  46%|▉ | 205/444 [00:34<00:40,  5.85it/s, loss=5.083, pair=15.781, adv=2.769, sprd=0.003]
Ep 032/60 [S2:+mat]:  46%|▉ | 206/444 [00:34<00:38,  6.22it/s, loss=5.083, pair=15.781, adv=2.769, sprd=0.003]
Ep 032/60 [S2:+mat]:  46%|▉ | 206/444 [00:34<00:38,  6.22it/s, loss=8.109, pair=25.859, adv=2.932, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|▉ | 207/444 [00:34<00:39,  5.95it/s, loss=8.109, pair=25.859, adv=2.932, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|▍| 207/444 [00:35<00:39,  5.95it/s, loss=10.394, pair=33.438, adv=3.039, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|▍| 208/444 [00:35<00:37,  6.30it/s, loss=10.394, pair=33.438, adv=3.039, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:37,  6.30it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.87it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|▉ | 209/444 [00:35<00:40,  5.87it/s, loss=3.938, pair=12.008, adv=2.832, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|▉ | 210/444 [00:35<00:37,  6.24it/s, loss=3.938, pair=12.008, adv=2.832, sprd=0.002]
Ep 032/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:37,  6.24it/s, loss=0.336, pair=0.059, adv=2.653, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.90it/s, loss=0.336, pair=0.059, adv=2.653, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.90it/s, loss=0.406, pair=0.169, adv=2.980, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.27it/s, loss=0.406, pair=0.169, adv=2.980, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|▉ | 212/444 [00:35<00:37,  6.27it/s, loss=3.407, pair=10.047, adv=2.649, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|▉ | 213/444 [00:35<00:39,  5.86it/s, loss=3.407, pair=10.047, adv=2.649, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 213/444 [00:36<00:39,  5.86it/s, loss=3.077, pair=9.109, adv=2.934, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:36,  6.23it/s, loss=3.077, pair=9.109, adv=2.934, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:36,  6.23it/s, loss=2.488, pair=7.043, adv=3.191, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:40,  5.72it/s, loss=2.488, pair=7.043, adv=3.191, sprd=0.002]
Ep 032/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:40,  5.72it/s, loss=1.050, pair=2.355, adv=2.838, sprd=0.002]
Ep 032/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:37,  6.13it/s, loss=1.050, pair=2.355, adv=2.838, sprd=0.002]
Ep 032/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:37,  6.13it/s, loss=0.544, pair=0.763, adv=2.635, sprd=0.002]
Ep 032/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:39,  5.81it/s, loss=0.544, pair=0.763, adv=2.635, sprd=0.002]
Ep 032/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:39,  5.81it/s, loss=0.408, pair=0.302, adv=2.605, sprd=0.002]
Ep 032/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.19it/s, loss=0.408, pair=0.302, adv=2.605, sprd=0.002]
Ep 032/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.19it/s, loss=0.575, pair=0.653, adv=3.216, sprd=0.003]
Ep 032/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:39,  5.63it/s, loss=0.575, pair=0.653, adv=3.216, sprd=0.003]
Ep 032/60 [S2:+mat]:  49%|█▍ | 219/444 [00:37<00:39,  5.63it/s, loss=3.036, pair=8.906, adv=3.048, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:37,  6.01it/s, loss=3.036, pair=8.906, adv=3.048, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▍ | 220/444 [00:37<00:37,  6.01it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:38,  5.77it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:38,  5.77it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:35,  6.18it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█ | 222/444 [00:37<00:35,  6.18it/s, loss=3.561, pair=10.672, adv=2.896, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█ | 223/444 [00:37<00:36,  5.97it/s, loss=3.561, pair=10.672, adv=2.896, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:36,  5.97it/s, loss=0.403, pair=0.200, adv=2.892, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:34,  6.33it/s, loss=0.403, pair=0.200, adv=2.892, sprd=0.002]
Ep 032/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:34,  6.33it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:37,  5.85it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  51%|█▌ | 225/444 [00:38<00:37,  5.85it/s, loss=0.579, pair=0.819, adv=2.780, sprd=0.003]
Ep 032/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:35,  6.22it/s, loss=0.579, pair=0.819, adv=2.780, sprd=0.003]
Ep 032/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:35,  6.22it/s, loss=0.716, pair=1.216, adv=2.980, sprd=0.002]
Ep 032/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:36,  5.88it/s, loss=0.716, pair=1.216, adv=2.980, sprd=0.002]
Ep 032/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:36,  5.88it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:34,  6.25it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  51%|█ | 228/444 [00:38<00:34,  6.25it/s, loss=4.459, pair=13.820, adv=2.547, sprd=0.002]
Ep 032/60 [S2:+mat]:  52%|█ | 229/444 [00:38<00:37,  5.79it/s, loss=4.459, pair=13.820, adv=2.547, sprd=0.002]
Ep 032/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:37,  5.79it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.18it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:36,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  52%|█▌ | 231/444 [00:39<00:36,  5.77it/s, loss=3.140, pair=9.266, adv=3.055, sprd=0.003]
Ep 032/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:34,  6.16it/s, loss=3.140, pair=9.266, adv=3.055, sprd=0.003]
Ep 032/60 [S2:+mat]:  52%|█▌ | 232/444 [00:39<00:34,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:36,  5.80it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:36,  5.80it/s, loss=0.654, pair=0.935, adv=3.142, sprd=0.002]
Ep 032/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:34,  6.17it/s, loss=0.654, pair=0.935, adv=3.142, sprd=0.002]
Ep 032/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:34,  6.17it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:35,  5.82it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  53%|█ | 235/444 [00:39<00:35,  5.82it/s, loss=4.035, pair=12.328, adv=2.740, sprd=0.002]
Ep 032/60 [S2:+mat]:  53%|█ | 236/444 [00:39<00:33,  6.21it/s, loss=4.035, pair=12.328, adv=2.740, sprd=0.002]
Ep 032/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.21it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:35,  5.83it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  53%|█▌ | 237/444 [00:40<00:35,  5.83it/s, loss=2.809, pair=8.203, adv=2.987, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:33,  6.21it/s, loss=2.809, pair=8.203, adv=2.987, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:33,  6.21it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:34,  5.94it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:34,  5.94it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.31it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:32,  6.31it/s, loss=2.740, pair=7.746, adv=2.869, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:33,  6.05it/s, loss=2.740, pair=7.746, adv=2.869, sprd=0.002]
Ep 032/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:33,  6.05it/s, loss=2.506, pair=7.199, adv=2.939, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:31,  6.38it/s, loss=2.506, pair=7.199, adv=2.939, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█ | 242/444 [00:40<00:31,  6.38it/s, loss=4.990, pair=15.391, adv=2.904, sprd=0.003]
Ep 032/60 [S2:+mat]:  55%|█ | 243/444 [00:40<00:34,  5.83it/s, loss=4.990, pair=15.391, adv=2.904, sprd=0.003]
Ep 032/60 [S2:+mat]:  55%|█▋ | 243/444 [00:41<00:34,  5.83it/s, loss=0.560, pair=0.700, adv=3.002, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:32,  6.22it/s, loss=0.560, pair=0.700, adv=3.002, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:32,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  5.98it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  5.98it/s, loss=1.578, pair=4.152, adv=2.787, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.32it/s, loss=1.578, pair=4.152, adv=2.787, sprd=0.002]
Ep 032/60 [S2:+mat]:  55%|█▋ | 246/444 [00:41<00:31,  6.32it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.001]
Ep 032/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:33,  5.86it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.001]
Ep 032/60 [S2:+mat]:  56%|█ | 247/444 [00:41<00:33,  5.86it/s, loss=6.933, pair=21.891, adv=3.154, sprd=0.002]
Ep 032/60 [S2:+mat]:  56%|█ | 248/444 [00:41<00:31,  6.24it/s, loss=6.933, pair=21.891, adv=3.154, sprd=0.002]
Ep 032/60 [S2:+mat]:  56%|█ | 248/444 [00:41<00:31,  6.24it/s, loss=4.819, pair=14.891, adv=2.886, sprd=0.004]
Ep 032/60 [S2:+mat]:  56%|█ | 249/444 [00:41<00:34,  5.71it/s, loss=4.819, pair=14.891, adv=2.886, sprd=0.004]
Ep 032/60 [S2:+mat]:  56%|█▋ | 249/444 [00:42<00:34,  5.71it/s, loss=3.202, pair=9.531, adv=2.900, sprd=0.003]
Ep 032/60 [S2:+mat]:  56%|█▋ | 250/444 [00:42<00:31,  6.12it/s, loss=3.202, pair=9.531, adv=2.900, sprd=0.003]
Ep 032/60 [S2:+mat]:  56%|█▋ | 250/444 [00:42<00:31,  6.12it/s, loss=2.991, pair=8.859, adv=2.746, sprd=0.002]
Ep 032/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.77it/s, loss=2.991, pair=8.859, adv=2.746, sprd=0.002]
Ep 032/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.77it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:31,  6.18it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:31,  6.18it/s, loss=2.138, pair=5.891, adv=3.173, sprd=0.002]
Ep 032/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:33,  5.72it/s, loss=2.138, pair=5.891, adv=3.173, sprd=0.002]
Ep 032/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:33,  5.72it/s, loss=1.020, pair=2.262, adv=2.866, sprd=0.003]
Ep 032/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:31,  6.13it/s, loss=1.020, pair=2.262, adv=2.866, sprd=0.003]
Ep 032/60 [S2:+mat]:  57%|█▏| 254/444 [00:42<00:31,  6.13it/s, loss=6.032, pair=18.859, adv=3.182, sprd=0.003]
Ep 032/60 [S2:+mat]:  57%|█▏| 255/444 [00:42<00:32,  5.77it/s, loss=6.032, pair=18.859, adv=3.182, sprd=0.003]
Ep 032/60 [S2:+mat]:  57%|█▋ | 255/444 [00:43<00:32,  5.77it/s, loss=0.640, pair=0.950, adv=3.072, sprd=0.002]
Ep 032/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.16it/s, loss=0.640, pair=0.950, adv=3.072, sprd=0.002]
Ep 032/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.16it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:31,  5.85it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  58%|█▏| 257/444 [00:43<00:31,  5.85it/s, loss=4.006, pair=12.156, adv=3.048, sprd=0.002]
Ep 032/60 [S2:+mat]:  58%|█▏| 258/444 [00:43<00:29,  6.24it/s, loss=4.006, pair=12.156, adv=3.048, sprd=0.002]
Ep 032/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:29,  6.24it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.88it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:31,  5.88it/s, loss=0.448, pair=0.337, adv=2.952, sprd=0.002]
Ep 032/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.26it/s, loss=0.448, pair=0.337, adv=2.952, sprd=0.002]
Ep 032/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:29,  6.26it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  59%|█▊ | 261/444 [00:43<00:32,  5.69it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  59%|█▊ | 261/444 [00:44<00:32,  5.69it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.001]
Ep 032/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:29,  6.11it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.001]
Ep 032/60 [S2:+mat]:  59%|█▊ | 262/444 [00:44<00:29,  6.11it/s, loss=1.163, pair=2.668, adv=2.974, sprd=0.004]
Ep 032/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:32,  5.61it/s, loss=1.163, pair=2.668, adv=2.974, sprd=0.004]
Ep 032/60 [S2:+mat]:  59%|█▊ | 263/444 [00:44<00:32,  5.61it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:29,  6.05it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:29,  6.05it/s, loss=0.351, pair=0.044, adv=2.813, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:30,  5.82it/s, loss=0.351, pair=0.044, adv=2.813, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▏| 265/444 [00:44<00:30,  5.82it/s, loss=8.289, pair=26.516, adv=2.848, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▏| 266/444 [00:44<00:28,  6.21it/s, loss=8.289, pair=26.516, adv=2.848, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:28,  6.21it/s, loss=2.001, pair=5.492, adv=2.465, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:30,  5.88it/s, loss=2.001, pair=5.492, adv=2.465, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▏| 267/444 [00:45<00:30,  5.88it/s, loss=4.676, pair=14.453, adv=2.911, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▏| 268/444 [00:45<00:28,  6.23it/s, loss=4.676, pair=14.453, adv=2.911, sprd=0.002]
Ep 032/60 [S2:+mat]:  60%|█▏| 268/444 [00:45<00:28,  6.23it/s, loss=6.793, pair=21.453, adv=2.971, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▏| 269/444 [00:45<00:29,  5.91it/s, loss=6.793, pair=21.453, adv=2.971, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:29,  5.91it/s, loss=0.360, pair=0.091, adv=2.773, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.26it/s, loss=0.360, pair=0.091, adv=2.773, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:27,  6.26it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:29,  5.77it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:27,  6.16it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005]
Ep 032/60 [S2:+mat]:  61%|█▊ | 273/444 [00:45<00:30,  5.64it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.005]
Ep 032/60 [S2:+mat]:  61%|█▊ | 273/444 [00:46<00:30,  5.64it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:28,  6.07it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:28,  6.07it/s, loss=0.346, pair=0.000, adv=2.821, sprd=0.002]
Ep 032/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.81it/s, loss=0.346, pair=0.000, adv=2.821, sprd=0.002]
Ep 032/60 [S2:+mat]:  62%|█▏| 275/444 [00:46<00:29,  5.81it/s, loss=5.708, pair=17.812, adv=2.965, sprd=0.003]
Ep 032/60 [S2:+mat]:  62%|█▏| 276/444 [00:46<00:27,  6.16it/s, loss=5.708, pair=17.812, adv=2.965, sprd=0.003]
Ep 032/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.16it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:28,  5.81it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:28,  5.81it/s, loss=2.837, pair=8.328, adv=2.806, sprd=0.002]
Ep 032/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:26,  6.17it/s, loss=2.837, pair=8.328, adv=2.806, sprd=0.002]
Ep 032/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:26,  6.17it/s, loss=0.457, pair=0.396, adv=2.822, sprd=0.002]
Ep 032/60 [S2:+mat]:  63%|█▉ | 279/444 [00:46<00:28,  5.81it/s, loss=0.457, pair=0.396, adv=2.822, sprd=0.002]
Ep 032/60 [S2:+mat]:  63%|█▉ | 279/444 [00:47<00:28,  5.81it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.18it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.18it/s, loss=2.276, pair=6.469, adv=2.730, sprd=0.003]
Ep 032/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.77it/s, loss=2.276, pair=6.469, adv=2.730, sprd=0.003]
Ep 032/60 [S2:+mat]:  63%|█▎| 281/444 [00:47<00:28,  5.77it/s, loss=6.984, pair=22.172, adv=2.768, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▎| 282/444 [00:47<00:26,  6.14it/s, loss=6.984, pair=22.172, adv=2.768, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▎| 282/444 [00:47<00:26,  6.14it/s, loss=4.038, pair=12.328, adv=2.792, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▎| 283/444 [00:47<00:27,  5.83it/s, loss=4.038, pair=12.328, adv=2.792, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:27,  5.83it/s, loss=1.482, pair=3.824, adv=2.808, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:25,  6.18it/s, loss=1.482, pair=3.824, adv=2.808, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:25,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  64%|█▉ | 285/444 [00:47<00:27,  5.76it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  64%|█▉ | 285/444 [00:48<00:27,  5.76it/s, loss=0.561, pair=0.731, adv=2.912, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:25,  6.13it/s, loss=0.561, pair=0.731, adv=2.912, sprd=0.002]
Ep 032/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:25,  6.13it/s, loss=0.372, pair=0.100, adv=2.845, sprd=0.003]
Ep 032/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:27,  5.69it/s, loss=0.372, pair=0.100, adv=2.845, sprd=0.003]
Ep 032/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:27,  5.69it/s, loss=1.700, pair=4.543, adv=2.847, sprd=0.002]
Ep 032/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:25,  6.09it/s, loss=1.700, pair=4.543, adv=2.847, sprd=0.002]
Ep 032/60 [S2:+mat]:  65%|█▎| 288/444 [00:48<00:25,  6.09it/s, loss=5.115, pair=15.922, adv=2.852, sprd=0.002]
Ep 032/60 [S2:+mat]:  65%|█▎| 289/444 [00:48<00:26,  5.74it/s, loss=5.115, pair=15.922, adv=2.852, sprd=0.002]
Ep 032/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:26,  5.74it/s, loss=1.955, pair=5.293, adv=3.170, sprd=0.003]
Ep 032/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  6.12it/s, loss=1.955, pair=5.293, adv=3.170, sprd=0.003]
Ep 032/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:25,  6.12it/s, loss=1.449, pair=3.762, adv=2.661, sprd=0.002]
Ep 032/60 [S2:+mat]:  66%|█▉ | 291/444 [00:48<00:26,  5.79it/s, loss=1.449, pair=3.762, adv=2.661, sprd=0.002]
Ep 032/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:26,  5.79it/s, loss=1.217, pair=2.855, adv=3.053, sprd=0.004]
Ep 032/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.16it/s, loss=1.217, pair=2.855, adv=3.053, sprd=0.004]
Ep 032/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:24,  6.16it/s, loss=0.970, pair=2.012, adv=3.139, sprd=0.003]
Ep 032/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.73it/s, loss=0.970, pair=2.012, adv=3.139, sprd=0.003]
Ep 032/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:26,  5.73it/s, loss=1.877, pair=5.051, adv=2.987, sprd=0.003]
Ep 032/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:24,  6.10it/s, loss=1.877, pair=5.051, adv=2.987, sprd=0.003]
Ep 032/60 [S2:+mat]:  66%|█▎| 294/444 [00:49<00:24,  6.10it/s, loss=3.561, pair=10.859, adv=2.409, sprd=0.002]
Ep 032/60 [S2:+mat]:  66%|█▎| 295/444 [00:49<00:25,  5.88it/s, loss=3.561, pair=10.859, adv=2.409, sprd=0.002]
Ep 032/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:25,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:23,  6.26it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  67%|██ | 296/444 [00:49<00:23,  6.26it/s, loss=0.508, pair=0.513, adv=3.018, sprd=0.002]
Ep 032/60 [S2:+mat]:  67%|██ | 297/444 [00:49<00:24,  5.88it/s, loss=0.508, pair=0.513, adv=3.018, sprd=0.002]
Ep 032/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:24,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.25it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:23,  6.25it/s, loss=1.680, pair=4.348, adv=3.142, sprd=0.003]
Ep 032/60 [S2:+mat]:  67%|██ | 299/444 [00:50<00:25,  5.77it/s, loss=1.680, pair=4.348, adv=3.142, sprd=0.003]
Ep 032/60 [S2:+mat]:  67%|▋| 299/444 [00:50<00:25,  5.77it/s, loss=11.902, pair=38.438, adv=3.198, sprd=0.003]
Ep 032/60 [S2:+mat]:  68%|▋| 300/444 [00:50<00:23,  6.14it/s, loss=11.902, pair=38.438, adv=3.198, sprd=0.003]
Ep 032/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.14it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:24,  5.86it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  68%|█▎| 301/444 [00:50<00:24,  5.86it/s, loss=8.861, pair=28.359, adv=2.941, sprd=0.003]
Ep 032/60 [S2:+mat]:  68%|█▎| 302/444 [00:50<00:22,  6.23it/s, loss=8.861, pair=28.359, adv=2.941, sprd=0.003]
Ep 032/60 [S2:+mat]:  68%|█▎| 302/444 [00:50<00:22,  6.23it/s, loss=6.526, pair=20.578, adv=2.948, sprd=0.003]
Ep 032/60 [S2:+mat]:  68%|█▎| 303/444 [00:50<00:24,  5.85it/s, loss=6.526, pair=20.578, adv=2.948, sprd=0.003]
Ep 032/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:24,  5.85it/s, loss=0.853, pair=1.605, adv=3.170, sprd=0.004]
Ep 032/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:22,  6.22it/s, loss=0.853, pair=1.605, adv=3.170, sprd=0.004]
Ep 032/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:22,  6.22it/s, loss=0.394, pair=0.194, adv=2.793, sprd=0.002]
Ep 032/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:23,  5.96it/s, loss=0.394, pair=0.194, adv=2.793, sprd=0.002]
Ep 032/60 [S2:+mat]:  69%|█▎| 305/444 [00:51<00:23,  5.96it/s, loss=3.954, pair=12.016, adv=2.940, sprd=0.002]
Ep 032/60 [S2:+mat]:  69%|█▍| 306/444 [00:51<00:22,  6.27it/s, loss=3.954, pair=12.016, adv=2.940, sprd=0.002]
Ep 032/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:22,  6.27it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:24,  5.69it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:24,  5.69it/s, loss=3.281, pair=9.797, adv=2.865, sprd=0.002]
Ep 032/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:22,  6.11it/s, loss=3.281, pair=9.797, adv=2.865, sprd=0.002]
Ep 032/60 [S2:+mat]:  69%|██ | 308/444 [00:51<00:22,  6.11it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  70%|██ | 309/444 [00:51<00:23,  5.74it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:23,  5.74it/s, loss=3.296, pair=9.797, adv=2.998, sprd=0.004]
Ep 032/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.14it/s, loss=3.296, pair=9.797, adv=2.998, sprd=0.004]
Ep 032/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:21,  6.14it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:22,  5.86it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  70%|█▍| 311/444 [00:52<00:22,  5.86it/s, loss=6.008, pair=18.844, adv=2.948, sprd=0.002]
Ep 032/60 [S2:+mat]:  70%|█▍| 312/444 [00:52<00:21,  6.24it/s, loss=6.008, pair=18.844, adv=2.948, sprd=0.002]
Ep 032/60 [S2:+mat]:  70%|██ | 312/444 [00:52<00:21,  6.24it/s, loss=3.169, pair=9.359, adv=3.011, sprd=0.005]
Ep 032/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:22,  5.82it/s, loss=3.169, pair=9.359, adv=3.011, sprd=0.005]
Ep 032/60 [S2:+mat]:  70%|██ | 313/444 [00:52<00:22,  5.82it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.21it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  71%|██ | 314/444 [00:52<00:20,  6.21it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  71%|██▏| 315/444 [00:52<00:21,  5.99it/s, loss=0.164, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  71%|█▍| 315/444 [00:53<00:21,  5.99it/s, loss=3.694, pair=11.172, adv=2.829, sprd=0.002]
Ep 032/60 [S2:+mat]:  71%|█▍| 316/444 [00:53<00:20,  6.34it/s, loss=3.694, pair=11.172, adv=2.829, sprd=0.002]
Ep 032/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:20,  6.34it/s, loss=0.850, pair=1.669, adv=2.950, sprd=0.003]
Ep 032/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:21,  5.86it/s, loss=0.850, pair=1.669, adv=2.950, sprd=0.003]
Ep 032/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:21,  5.86it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:20,  6.25it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:20,  6.25it/s, loss=1.970, pair=5.387, adv=2.965, sprd=0.003]
Ep 032/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.85it/s, loss=1.970, pair=5.387, adv=2.965, sprd=0.003]
Ep 032/60 [S2:+mat]:  72%|██▏| 319/444 [00:53<00:21,  5.85it/s, loss=3.227, pair=9.562, adv=3.013, sprd=0.002]
Ep 032/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.23it/s, loss=3.227, pair=9.562, adv=3.013, sprd=0.002]
Ep 032/60 [S2:+mat]:  72%|██▏| 320/444 [00:53<00:19,  6.23it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  72%|██▏| 321/444 [00:53<00:20,  6.00it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:20,  6.00it/s, loss=2.609, pair=7.562, adv=2.819, sprd=0.003]
Ep 032/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:19,  6.36it/s, loss=2.609, pair=7.562, adv=2.819, sprd=0.003]
Ep 032/60 [S2:+mat]:  73%|█▍| 322/444 [00:54<00:19,  6.36it/s, loss=4.268, pair=13.047, adv=2.845, sprd=0.003]
Ep 032/60 [S2:+mat]:  73%|█▍| 323/444 [00:54<00:20,  5.94it/s, loss=4.268, pair=13.047, adv=2.845, sprd=0.003]
Ep 032/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.94it/s, loss=0.367, pair=0.000, adv=3.110, sprd=0.002]
Ep 032/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.30it/s, loss=0.367, pair=0.000, adv=3.110, sprd=0.002]
Ep 032/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.30it/s, loss=0.460, pair=0.122, adv=2.998, sprd=0.002]
Ep 032/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.85it/s, loss=0.460, pair=0.122, adv=2.998, sprd=0.002]
Ep 032/60 [S2:+mat]:  73%|██▏| 325/444 [00:54<00:20,  5.85it/s, loss=0.830, pair=1.606, adv=2.961, sprd=0.003]
Ep 032/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.23it/s, loss=0.830, pair=1.606, adv=2.961, sprd=0.003]
Ep 032/60 [S2:+mat]:  73%|██▏| 326/444 [00:54<00:18,  6.23it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  74%|██▏| 327/444 [00:54<00:19,  5.94it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  74%|██▏| 327/444 [00:55<00:19,  5.94it/s, loss=0.521, pair=0.481, adv=3.191, sprd=0.003]
Ep 032/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.30it/s, loss=0.521, pair=0.481, adv=3.191, sprd=0.003]
Ep 032/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.30it/s, loss=0.381, pair=0.012, adv=3.250, sprd=0.003]
Ep 032/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.98it/s, loss=0.381, pair=0.012, adv=3.250, sprd=0.003]
Ep 032/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.98it/s, loss=0.376, pair=0.044, adv=3.084, sprd=0.003]
Ep 032/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:17,  6.34it/s, loss=0.376, pair=0.044, adv=3.084, sprd=0.003]
Ep 032/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:17,  6.34it/s, loss=2.373, pair=6.594, adv=3.186, sprd=0.003]
Ep 032/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:18,  5.98it/s, loss=2.373, pair=6.594, adv=3.186, sprd=0.003]
Ep 032/60 [S2:+mat]:  75%|██▏| 331/444 [00:55<00:18,  5.98it/s, loss=1.973, pair=5.438, adv=2.839, sprd=0.003]
Ep 032/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:17,  6.32it/s, loss=1.973, pair=5.438, adv=2.839, sprd=0.003]
Ep 032/60 [S2:+mat]:  75%|██▏| 332/444 [00:55<00:17,  6.32it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:19,  5.78it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  75%|██▎| 333/444 [00:55<00:19,  5.78it/s, loss=3.281, pair=9.766, adv=2.961, sprd=0.002]
Ep 032/60 [S2:+mat]:  75%|██▎| 334/444 [00:55<00:17,  6.16it/s, loss=3.281, pair=9.766, adv=2.961, sprd=0.002]
Ep 032/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:17,  6.16it/s, loss=0.428, pair=0.256, adv=2.986, sprd=0.002]
Ep 032/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:18,  5.78it/s, loss=0.428, pair=0.256, adv=2.986, sprd=0.002]
Ep 032/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:18,  5.78it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.18it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:17,  6.18it/s, loss=1.196, pair=2.730, adv=3.181, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.80it/s, loss=1.196, pair=2.730, adv=3.181, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 337/444 [00:56<00:18,  5.80it/s, loss=0.469, pair=0.450, adv=2.836, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.17it/s, loss=0.469, pair=0.450, adv=2.836, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 338/444 [00:56<00:17,  6.17it/s, loss=0.391, pair=0.137, adv=2.919, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:17,  5.85it/s, loss=0.391, pair=0.137, adv=2.919, sprd=0.002]
Ep 032/60 [S2:+mat]:  76%|██▎| 339/444 [00:56<00:17,  5.85it/s, loss=0.735, pair=1.325, adv=2.784, sprd=0.002]
Ep 032/60 [S2:+mat]:  77%|██▎| 340/444 [00:56<00:16,  6.20it/s, loss=0.735, pair=1.325, adv=2.784, sprd=0.002]
Ep 032/60 [S2:+mat]:  77%|█▌| 340/444 [00:57<00:16,  6.20it/s, loss=4.335, pair=13.266, adv=3.012, sprd=0.002]
Ep 032/60 [S2:+mat]:  77%|█▌| 341/444 [00:57<00:17,  5.79it/s, loss=4.335, pair=13.266, adv=3.012, sprd=0.002]
Ep 032/60 [S2:+mat]:  77%|█▌| 341/444 [00:57<00:17,  5.79it/s, loss=6.666, pair=21.047, adv=2.958, sprd=0.003]
Ep 032/60 [S2:+mat]:  77%|█▌| 342/444 [00:57<00:16,  6.16it/s, loss=6.666, pair=21.047, adv=2.958, sprd=0.003]
Ep 032/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:16,  6.16it/s, loss=0.508, pair=0.450, adv=3.207, sprd=0.002]
Ep 032/60 [S2:+mat]:  77%|██▎| 343/444 [00:57<00:17,  5.89it/s, loss=0.508, pair=0.450, adv=3.207, sprd=0.002]
Ep 032/60 [S2:+mat]:  77%|█▌| 343/444 [00:57<00:17,  5.89it/s, loss=4.802, pair=14.828, adv=2.962, sprd=0.005]
Ep 032/60 [S2:+mat]:  77%|█▌| 344/444 [00:57<00:16,  6.22it/s, loss=4.802, pair=14.828, adv=2.962, sprd=0.005]
Ep 032/60 [S2:+mat]:  77%|██▎| 344/444 [00:57<00:16,  6.22it/s, loss=1.542, pair=3.965, adv=2.998, sprd=0.002]
Ep 032/60 [S2:+mat]:  78%|██▎| 345/444 [00:57<00:17,  5.53it/s, loss=1.542, pair=3.965, adv=2.998, sprd=0.002]
Ep 032/60 [S2:+mat]:  78%|██▎| 345/444 [00:58<00:17,  5.53it/s, loss=1.176, pair=2.793, adv=2.801, sprd=0.002]
Ep 032/60 [S2:+mat]:  78%|██▎| 346/444 [00:58<00:16,  5.93it/s, loss=1.176, pair=2.793, adv=2.801, sprd=0.002]
Ep 032/60 [S2:+mat]:  78%|██▎| 346/444 [00:58<00:16,  5.93it/s, loss=3.238, pair=9.664, adv=2.860, sprd=0.002]
Ep 032/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:17,  5.56it/s, loss=3.238, pair=9.664, adv=2.860, sprd=0.002]
Ep 032/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:17,  5.56it/s, loss=2.421, pair=6.773, adv=3.265, sprd=0.004]
Ep 032/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:16,  5.97it/s, loss=2.421, pair=6.773, adv=3.265, sprd=0.004]
Ep 032/60 [S2:+mat]:  78%|██▎| 348/444 [00:58<00:16,  5.97it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.71it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▎| 349/444 [00:58<00:16,  5.71it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.12it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▎| 350/444 [00:58<00:15,  6.12it/s, loss=1.187, pair=2.779, adv=2.948, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▎| 351/444 [00:58<00:15,  5.86it/s, loss=1.187, pair=2.779, adv=2.948, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:15,  5.86it/s, loss=0.563, pair=0.731, adv=2.847, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:14,  6.21it/s, loss=0.563, pair=0.731, adv=2.847, sprd=0.002]
Ep 032/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:14,  6.21it/s, loss=0.387, pair=0.044, adv=3.150, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:15,  5.90it/s, loss=0.387, pair=0.044, adv=3.150, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 353/444 [00:59<00:15,  5.90it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:14,  6.25it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 354/444 [00:59<00:14,  6.25it/s, loss=3.280, pair=9.812, adv=2.790, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:15,  5.85it/s, loss=3.280, pair=9.812, adv=2.790, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 355/444 [00:59<00:15,  5.85it/s, loss=1.220, pair=2.902, adv=2.948, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.21it/s, loss=1.220, pair=2.902, adv=2.948, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 356/444 [00:59<00:14,  6.21it/s, loss=2.588, pair=7.355, adv=3.233, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 357/444 [00:59<00:14,  5.84it/s, loss=2.588, pair=7.355, adv=3.233, sprd=0.003]
Ep 032/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:14,  5.84it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:13,  6.21it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:13,  6.21it/s, loss=0.949, pair=1.919, adv=3.110, sprd=0.003]
Ep 032/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:14,  5.87it/s, loss=0.949, pair=1.919, adv=3.110, sprd=0.003]
Ep 032/60 [S2:+mat]:  81%|██▍| 359/444 [01:00<00:14,  5.87it/s, loss=0.464, pair=0.387, adv=2.956, sprd=0.003]
Ep 032/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:13,  6.24it/s, loss=0.464, pair=0.387, adv=2.956, sprd=0.003]
Ep 032/60 [S2:+mat]:  81%|██▍| 360/444 [01:00<00:13,  6.24it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:14,  5.80it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  81%|██▍| 361/444 [01:00<00:14,  5.80it/s, loss=1.880, pair=5.012, adv=3.222, sprd=0.003]
Ep 032/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.20it/s, loss=1.880, pair=5.012, adv=3.222, sprd=0.003]
Ep 032/60 [S2:+mat]:  82%|██▍| 362/444 [01:00<00:13,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  82%|██▍| 363/444 [01:00<00:13,  5.93it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  82%|██▍| 363/444 [01:01<00:13,  5.93it/s, loss=2.882, pair=8.469, adv=2.798, sprd=0.002]
Ep 032/60 [S2:+mat]:  82%|██▍| 364/444 [01:01<00:12,  6.28it/s, loss=2.882, pair=8.469, adv=2.798, sprd=0.002]
Ep 032/60 [S2:+mat]:  82%|██▍| 364/444 [01:01<00:12,  6.28it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  6.00it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  82%|██▍| 365/444 [01:01<00:13,  6.00it/s, loss=0.343, pair=0.012, adv=2.867, sprd=0.003]
Ep 032/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.35it/s, loss=0.343, pair=0.012, adv=2.867, sprd=0.003]
Ep 032/60 [S2:+mat]:  82%|██▍| 366/444 [01:01<00:12,  6.35it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:12,  5.99it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  83%|██▍| 367/444 [01:01<00:12,  5.99it/s, loss=1.179, pair=2.770, adv=2.930, sprd=0.002]
Ep 032/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:11,  6.34it/s, loss=1.179, pair=2.770, adv=2.930, sprd=0.002]
Ep 032/60 [S2:+mat]:  83%|██▍| 368/444 [01:01<00:11,  6.34it/s, loss=0.402, pair=0.137, adv=2.996, sprd=0.004]
Ep 032/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:12,  5.82it/s, loss=0.402, pair=0.137, adv=2.996, sprd=0.004]
Ep 032/60 [S2:+mat]:  83%|██▍| 369/444 [01:01<00:12,  5.82it/s, loss=0.391, pair=0.137, adv=2.935, sprd=0.003]
Ep 032/60 [S2:+mat]:  83%|██▌| 370/444 [01:01<00:11,  6.20it/s, loss=0.391, pair=0.137, adv=2.935, sprd=0.003]
Ep 032/60 [S2:+mat]:  83%|██▌| 370/444 [01:02<00:11,  6.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:12,  5.96it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  84%|██▌| 371/444 [01:02<00:12,  5.96it/s, loss=0.496, pair=0.450, adv=3.092, sprd=0.003]
Ep 032/60 [S2:+mat]:  84%|██▌| 372/444 [01:02<00:11,  6.32it/s, loss=0.496, pair=0.450, adv=3.092, sprd=0.003]
Ep 032/60 [S2:+mat]:  84%|██▌| 372/444 [01:02<00:11,  6.32it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  84%|██▌| 373/444 [01:02<00:12,  5.85it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  84%|██▌| 373/444 [01:02<00:12,  5.85it/s, loss=2.132, pair=5.848, adv=3.230, sprd=0.005]
Ep 032/60 [S2:+mat]:  84%|██▌| 374/444 [01:02<00:11,  6.21it/s, loss=2.132, pair=5.848, adv=3.230, sprd=0.005]
Ep 032/60 [S2:+mat]:  84%|██▌| 374/444 [01:02<00:11,  6.21it/s, loss=0.361, pair=0.053, adv=2.861, sprd=0.002]
Ep 032/60 [S2:+mat]:  84%|██▌| 375/444 [01:02<00:11,  5.81it/s, loss=0.361, pair=0.053, adv=2.861, sprd=0.002]
Ep 032/60 [S2:+mat]:  84%|█▋| 375/444 [01:02<00:11,  5.81it/s, loss=9.440, pair=30.281, adv=3.028, sprd=0.003]
Ep 032/60 [S2:+mat]:  85%|█▋| 376/444 [01:02<00:10,  6.20it/s, loss=9.440, pair=30.281, adv=3.028, sprd=0.003]
Ep 032/60 [S2:+mat]:  85%|██▌| 376/444 [01:03<00:10,  6.20it/s, loss=0.487, pair=0.544, adv=2.678, sprd=0.002]
Ep 032/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:11,  5.95it/s, loss=0.487, pair=0.544, adv=2.678, sprd=0.002]
Ep 032/60 [S2:+mat]:  85%|██▌| 377/444 [01:03<00:11,  5.95it/s, loss=0.878, pair=1.832, adv=2.788, sprd=0.002]
Ep 032/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:10,  6.31it/s, loss=0.878, pair=1.832, adv=2.788, sprd=0.002]
Ep 032/60 [S2:+mat]:  85%|██▌| 378/444 [01:03<00:10,  6.31it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  85%|██▌| 379/444 [01:03<00:10,  5.92it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  85%|█▋| 379/444 [01:03<00:10,  5.92it/s, loss=5.708, pair=17.891, adv=2.798, sprd=0.002]
Ep 032/60 [S2:+mat]:  86%|█▋| 380/444 [01:03<00:10,  6.29it/s, loss=5.708, pair=17.891, adv=2.798, sprd=0.002]
Ep 032/60 [S2:+mat]:  86%|██▌| 380/444 [01:03<00:10,  6.29it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|██▌| 381/444 [01:03<00:10,  5.90it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|█▋| 381/444 [01:03<00:10,  5.90it/s, loss=5.777, pair=18.172, adv=2.699, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|█▋| 382/444 [01:03<00:09,  6.26it/s, loss=5.777, pair=18.172, adv=2.699, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|██▌| 382/444 [01:04<00:09,  6.26it/s, loss=0.382, pair=0.000, adv=3.199, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.99it/s, loss=0.382, pair=0.000, adv=3.199, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|██▌| 383/444 [01:04<00:10,  5.99it/s, loss=0.689, pair=1.200, adv=2.766, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.34it/s, loss=0.689, pair=1.200, adv=2.766, sprd=0.003]
Ep 032/60 [S2:+mat]:  86%|██▌| 384/444 [01:04<00:09,  6.34it/s, loss=0.349, pair=0.067, adv=2.740, sprd=0.002]
Ep 032/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:09,  6.01it/s, loss=0.349, pair=0.067, adv=2.740, sprd=0.002]
Ep 032/60 [S2:+mat]:  87%|██▌| 385/444 [01:04<00:09,  6.01it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.37it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  87%|██▌| 386/444 [01:04<00:09,  6.37it/s, loss=0.146, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.98it/s, loss=0.146, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  87%|██▌| 387/444 [01:04<00:09,  5.98it/s, loss=2.011, pair=5.570, adv=2.888, sprd=0.003]
Ep 032/60 [S2:+mat]:  87%|██▌| 388/444 [01:04<00:08,  6.33it/s, loss=2.011, pair=5.570, adv=2.888, sprd=0.003]
Ep 032/60 [S2:+mat]:  87%|█▋| 388/444 [01:05<00:08,  6.33it/s, loss=3.677, pair=11.047, adv=3.012, sprd=0.003]
Ep 032/60 [S2:+mat]:  88%|█▊| 389/444 [01:05<00:09,  5.78it/s, loss=3.677, pair=11.047, adv=3.012, sprd=0.003]
Ep 032/60 [S2:+mat]:  88%|██▋| 389/444 [01:05<00:09,  5.78it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  88%|██▋| 390/444 [01:05<00:08,  6.18it/s, loss=0.364, pair=0.000, adv=3.001, sprd=0.003]
Ep 032/60 [S2:+mat]:  88%|██▋| 391/444 [01:05<00:09,  5.78it/s, loss=0.364, pair=0.000, adv=3.001, sprd=0.003]
Ep 032/60 [S2:+mat]:  88%|██▋| 391/444 [01:05<00:09,  5.78it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  88%|██▋| 392/444 [01:05<00:08,  6.19it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  88%|██▋| 392/444 [01:05<00:08,  6.19it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.76it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 393/444 [01:05<00:08,  5.76it/s, loss=0.344, pair=0.000, adv=2.849, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 394/444 [01:05<00:08,  6.17it/s, loss=0.344, pair=0.000, adv=2.849, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 394/444 [01:06<00:08,  6.17it/s, loss=1.049, pair=2.199, adv=3.314, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.98it/s, loss=1.049, pair=2.199, adv=3.314, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 395/444 [01:06<00:08,  5.98it/s, loss=0.501, pair=0.552, adv=2.803, sprd=0.002]
Ep 032/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.34it/s, loss=0.501, pair=0.552, adv=2.803, sprd=0.002]
Ep 032/60 [S2:+mat]:  89%|██▋| 396/444 [01:06<00:07,  6.34it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:08,  5.87it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  89%|██▋| 397/444 [01:06<00:08,  5.87it/s, loss=0.617, pair=0.825, adv=3.189, sprd=0.002]
Ep 032/60 [S2:+mat]:  90%|██▋| 398/444 [01:06<00:07,  6.22it/s, loss=0.617, pair=0.825, adv=3.189, sprd=0.002]
Ep 032/60 [S2:+mat]:  90%|██▋| 398/444 [01:06<00:07,  6.22it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.82it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  90%|██▋| 399/444 [01:06<00:07,  5.82it/s, loss=3.212, pair=9.430, adv=3.219, sprd=0.005]
Ep 032/60 [S2:+mat]:  90%|██▋| 400/444 [01:06<00:07,  6.20it/s, loss=3.212, pair=9.430, adv=3.219, sprd=0.005]
Ep 032/60 [S2:+mat]:  90%|██▋| 400/444 [01:07<00:07,  6.20it/s, loss=0.502, pair=0.528, adv=2.897, sprd=0.002]
Ep 032/60 [S2:+mat]:  90%|██▋| 401/444 [01:07<00:07,  5.77it/s, loss=0.502, pair=0.528, adv=2.897, sprd=0.002]
Ep 032/60 [S2:+mat]:  90%|██▋| 401/444 [01:07<00:07,  5.77it/s, loss=1.219, pair=2.922, adv=2.903, sprd=0.002]
Ep 032/60 [S2:+mat]:  91%|██▋| 402/444 [01:07<00:06,  6.15it/s, loss=1.219, pair=2.922, adv=2.903, sprd=0.002]
Ep 032/60 [S2:+mat]:  91%|██▋| 402/444 [01:07<00:06,  6.15it/s, loss=0.618, pair=0.950, adv=2.751, sprd=0.002]
Ep 032/60 [S2:+mat]:  91%|██▋| 403/444 [01:07<00:06,  5.92it/s, loss=0.618, pair=0.950, adv=2.751, sprd=0.002]
Ep 032/60 [S2:+mat]:  91%|█▊| 403/444 [01:07<00:06,  5.92it/s, loss=4.493, pair=13.695, adv=3.294, sprd=0.004]
Ep 032/60 [S2:+mat]:  91%|█▊| 404/444 [01:07<00:06,  6.29it/s, loss=4.493, pair=13.695, adv=3.294, sprd=0.004]
Ep 032/60 [S2:+mat]:  91%|██▋| 404/444 [01:07<00:06,  6.29it/s, loss=1.839, pair=4.949, adv=2.948, sprd=0.004]
Ep 032/60 [S2:+mat]:  91%|██▋| 405/444 [01:07<00:06,  5.79it/s, loss=1.839, pair=4.949, adv=2.948, sprd=0.004]
Ep 032/60 [S2:+mat]:  91%|██▋| 405/444 [01:07<00:06,  5.79it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  91%|██▋| 406/444 [01:07<00:06,  6.18it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  91%|█▊| 406/444 [01:08<00:06,  6.18it/s, loss=3.555, pair=10.672, adv=3.011, sprd=0.003]
Ep 032/60 [S2:+mat]:  92%|█▊| 407/444 [01:08<00:06,  5.70it/s, loss=3.555, pair=10.672, adv=3.011, sprd=0.003]
Ep 032/60 [S2:+mat]:  92%|██▊| 407/444 [01:08<00:06,  5.70it/s, loss=1.536, pair=3.949, adv=2.958, sprd=0.002]
Ep 032/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.09it/s, loss=1.536, pair=3.949, adv=2.958, sprd=0.002]
Ep 032/60 [S2:+mat]:  92%|██▊| 408/444 [01:08<00:05,  6.09it/s, loss=0.404, pair=0.200, adv=2.888, sprd=0.002]
Ep 032/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:06,  5.77it/s, loss=0.404, pair=0.200, adv=2.888, sprd=0.002]
Ep 032/60 [S2:+mat]:  92%|██▊| 409/444 [01:08<00:06,  5.77it/s, loss=0.399, pair=0.059, adv=3.329, sprd=0.002]
Ep 032/60 [S2:+mat]:  92%|██▊| 410/444 [01:08<00:05,  6.15it/s, loss=0.399, pair=0.059, adv=3.329, sprd=0.002]
Ep 032/60 [S2:+mat]:  92%|█▊| 410/444 [01:08<00:05,  6.15it/s, loss=3.693, pair=11.203, adv=2.766, sprd=0.002]
Ep 032/60 [S2:+mat]:  93%|█▊| 411/444 [01:08<00:05,  5.80it/s, loss=3.693, pair=11.203, adv=2.766, sprd=0.002]
Ep 032/60 [S2:+mat]:  93%|██▊| 411/444 [01:08<00:05,  5.80it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  93%|██▊| 412/444 [01:08<00:05,  6.18it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 032/60 [S2:+mat]:  93%|██▊| 412/444 [01:09<00:05,  6.18it/s, loss=3.256, pair=9.578, adv=3.271, sprd=0.003]
Ep 032/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.71it/s, loss=3.256, pair=9.578, adv=3.271, sprd=0.003]
Ep 032/60 [S2:+mat]:  93%|██▊| 413/444 [01:09<00:05,  5.71it/s, loss=0.901, pair=1.836, adv=2.867, sprd=0.002]
Ep 032/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.10it/s, loss=0.901, pair=1.836, adv=2.867, sprd=0.002]
Ep 032/60 [S2:+mat]:  93%|██▊| 414/444 [01:09<00:04,  6.10it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  93%|██▊| 415/444 [01:09<00:04,  5.82it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  93%|█▊| 415/444 [01:09<00:04,  5.82it/s, loss=4.263, pair=12.992, adv=3.092, sprd=0.002]
Ep 032/60 [S2:+mat]:  94%|█▊| 416/444 [01:09<00:04,  6.20it/s, loss=4.263, pair=12.992, adv=3.092, sprd=0.002]
Ep 032/60 [S2:+mat]:  94%|██▊| 416/444 [01:09<00:04,  6.20it/s, loss=0.654, pair=0.958, adv=3.079, sprd=0.002]
Ep 032/60 [S2:+mat]:  94%|██▊| 417/444 [01:09<00:04,  5.82it/s, loss=0.654, pair=0.958, adv=3.079, sprd=0.002]
Ep 032/60 [S2:+mat]:  94%|▉| 417/444 [01:09<00:04,  5.82it/s, loss=10.179, pair=32.688, adv=3.225, sprd=0.003]
Ep 032/60 [S2:+mat]:  94%|▉| 418/444 [01:09<00:04,  6.17it/s, loss=10.179, pair=32.688, adv=3.225, sprd=0.003]
Ep 032/60 [S2:+mat]:  94%|██▊| 418/444 [01:10<00:04,  6.17it/s, loss=0.341, pair=0.075, adv=2.551, sprd=0.003]
Ep 032/60 [S2:+mat]:  94%|██▊| 419/444 [01:10<00:04,  5.72it/s, loss=0.341, pair=0.075, adv=2.551, sprd=0.003]
Ep 032/60 [S2:+mat]:  94%|██▊| 419/444 [01:10<00:04,  5.72it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.14it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|██▊| 420/444 [01:10<00:03,  6.14it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:03,  5.78it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|██▊| 421/444 [01:10<00:03,  5.78it/s, loss=2.841, pair=8.320, adv=2.765, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|██▊| 422/444 [01:10<00:03,  6.16it/s, loss=2.841, pair=8.320, adv=2.765, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|█▉| 422/444 [01:10<00:03,  6.16it/s, loss=6.633, pair=20.891, adv=3.137, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|█▉| 423/444 [01:10<00:03,  5.94it/s, loss=6.633, pair=20.891, adv=3.137, sprd=0.002]
Ep 032/60 [S2:+mat]:  95%|█▉| 423/444 [01:10<00:03,  5.94it/s, loss=4.493, pair=13.664, adv=3.431, sprd=0.003]
Ep 032/60 [S2:+mat]:  95%|█▉| 424/444 [01:10<00:03,  6.28it/s, loss=4.493, pair=13.664, adv=3.431, sprd=0.003]
Ep 032/60 [S2:+mat]:  95%|██▊| 424/444 [01:11<00:03,  6.28it/s, loss=3.267, pair=9.734, adv=2.874, sprd=0.002]
Ep 032/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.89it/s, loss=3.267, pair=9.734, adv=2.874, sprd=0.002]
Ep 032/60 [S2:+mat]:  96%|██▊| 425/444 [01:11<00:03,  5.89it/s, loss=1.906, pair=5.062, adv=3.302, sprd=0.002]
Ep 032/60 [S2:+mat]:  96%|██▉| 426/444 [01:11<00:02,  6.25it/s, loss=1.906, pair=5.062, adv=3.302, sprd=0.002]
Ep 032/60 [S2:+mat]:  96%|█▉| 426/444 [01:11<00:02,  6.25it/s, loss=4.621, pair=14.188, adv=3.091, sprd=0.003]
Ep 032/60 [S2:+mat]:  96%|█▉| 427/444 [01:11<00:02,  5.89it/s, loss=4.621, pair=14.188, adv=3.091, sprd=0.003]
Ep 032/60 [S2:+mat]:  96%|█▉| 427/444 [01:11<00:02,  5.89it/s, loss=6.252, pair=19.641, adv=3.001, sprd=0.003]
Ep 032/60 [S2:+mat]:  96%|█▉| 428/444 [01:11<00:02,  6.24it/s, loss=6.252, pair=19.641, adv=3.001, sprd=0.003]
Ep 032/60 [S2:+mat]:  96%|██▉| 428/444 [01:11<00:02,  6.24it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.89it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  97%|██▉| 429/444 [01:11<00:02,  5.89it/s, loss=2.361, pair=6.387, adv=2.576, sprd=0.002]
Ep 032/60 [S2:+mat]:  97%|██▉| 430/444 [01:11<00:02,  6.26it/s, loss=2.361, pair=6.387, adv=2.576, sprd=0.002]
Ep 032/60 [S2:+mat]:  97%|█▉| 430/444 [01:12<00:02,  6.26it/s, loss=8.521, pair=27.141, adv=3.216, sprd=0.003]
Ep 032/60 [S2:+mat]:  97%|█▉| 431/444 [01:12<00:02,  5.98it/s, loss=8.521, pair=27.141, adv=3.216, sprd=0.003]
Ep 032/60 [S2:+mat]:  97%|██▉| 431/444 [01:12<00:02,  5.98it/s, loss=1.605, pair=4.012, adv=3.379, sprd=0.003]
Ep 032/60 [S2:+mat]:  97%|██▉| 432/444 [01:12<00:01,  6.31it/s, loss=1.605, pair=4.012, adv=3.379, sprd=0.003]
Ep 032/60 [S2:+mat]:  97%|██▉| 432/444 [01:12<00:01,  6.31it/s, loss=2.378, pair=6.512, adv=2.941, sprd=0.002]
Ep 032/60 [S2:+mat]:  98%|██▉| 433/444 [01:12<00:01,  6.04it/s, loss=2.378, pair=6.512, adv=2.941, sprd=0.002]
Ep 032/60 [S2:+mat]:  98%|██▉| 433/444 [01:12<00:01,  6.04it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.006]
Ep 032/60 [S2:+mat]:  98%|██▉| 434/444 [01:12<00:01,  6.37it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.006]
Ep 032/60 [S2:+mat]:  98%|██▉| 434/444 [01:12<00:01,  6.37it/s, loss=0.393, pair=0.000, adv=3.246, sprd=0.002]
Ep 032/60 [S2:+mat]:  98%|██▉| 435/444 [01:12<00:01,  6.06it/s, loss=0.393, pair=0.000, adv=3.246, sprd=0.002]
Ep 032/60 [S2:+mat]:  98%|██▉| 435/444 [01:12<00:01,  6.06it/s, loss=2.990, pair=8.805, adv=2.931, sprd=0.002]
Ep 032/60 [S2:+mat]:  98%|██▉| 436/444 [01:12<00:01,  6.40it/s, loss=2.990, pair=8.805, adv=2.931, sprd=0.002]
Ep 032/60 [S2:+mat]:  98%|██▉| 436/444 [01:13<00:01,  6.40it/s, loss=0.378, pair=0.075, adv=3.032, sprd=0.003]
Ep 032/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.89it/s, loss=0.378, pair=0.075, adv=3.032, sprd=0.003]
Ep 032/60 [S2:+mat]:  98%|██▉| 437/444 [01:13<00:01,  5.89it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.27it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 032/60 [S2:+mat]:  99%|██▉| 438/444 [01:13<00:00,  6.27it/s, loss=1.004, pair=2.137, adv=3.034, sprd=0.002]
Ep 032/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.79it/s, loss=1.004, pair=2.137, adv=3.034, sprd=0.002]
Ep 032/60 [S2:+mat]:  99%|██▉| 439/444 [01:13<00:00,  5.79it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.19it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 032/60 [S2:+mat]:  99%|██▉| 440/444 [01:13<00:00,  6.19it/s, loss=0.406, pair=0.106, adv=3.073, sprd=0.005]
Ep 032/60 [S2:+mat]:  99%|██▉| 441/444 [01:13<00:00,  5.82it/s, loss=0.406, pair=0.106, adv=3.073, sprd=0.005]
Ep 032/60 [S2:+mat]:  99%|██▉| 441/444 [01:13<00:00,  5.82it/s, loss=2.866, pair=8.359, adv=3.039, sprd=0.003]
Ep 032/60 [S2:+mat]: 100%|██▉| 442/444 [01:13<00:00,  6.19it/s, loss=2.866, pair=8.359, adv=3.039, sprd=0.003]
Ep 032/60 [S2:+mat]: 100%|██▉| 442/444 [01:14<00:00,  6.19it/s, loss=0.482, pair=0.475, adv=2.776, sprd=0.003]
Ep 032/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.84it/s, loss=0.482, pair=0.475, adv=2.776, sprd=0.003]
Ep 032/60 [S2:+mat]: 100%|██▉| 443/444 [01:14<00:00,  5.84it/s, loss=0.372, pair=0.075, adv=2.913, sprd=0.003]
Ep 032/60 [S2:+mat]: 100%|███| 444/444 [01:14<00:00,  6.20it/s, loss=0.372, pair=0.075, adv=2.913, sprd=0.003]
                                                                                                              
Epoch 032/60 [S2:+mat]  loss=1.7159  mat=0.1792  sens=5.4142  pair=4.8056  adv=2.0286(rand=3.37)  deg=0.0091  orth=0.0047  spread=0.0026  q_mean=52.8  q_std=21.9  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.00e-05  74s

Ep 033/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 033/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=1.046, pair=2.012, adv=3.175, sprd=0.002]
Ep 033/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:21,  3.12it/s, loss=1.046, pair=2.012, adv=3.175, sprd=0.002]
Ep 033/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:21,  3.12it/s, loss=0.370, pair=0.000, adv=3.166, sprd=0.002]
Ep 033/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:34,  4.67it/s, loss=0.370, pair=0.000, adv=3.166, sprd=0.002]
Ep 033/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:34,  4.67it/s, loss=0.473, pair=0.350, adv=3.083, sprd=0.003]
Ep 033/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:33,  4.74it/s, loss=0.473, pair=0.350, adv=3.083, sprd=0.003]
Ep 033/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:33,  4.74it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:20,  5.49it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   1%|    | 4/444 [00:01<01:20,  5.49it/s, loss=3.656, pair=10.891, adv=3.260, sprd=0.003]
Ep 033/60 [S2:+mat]:   1%|    | 5/444 [00:01<01:24,  5.17it/s, loss=3.656, pair=10.891, adv=3.260, sprd=0.003]
Ep 033/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:24,  5.17it/s, loss=1.840, pair=4.824, adv=3.274, sprd=0.005]
Ep 033/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:16,  5.73it/s, loss=1.840, pair=4.824, adv=3.274, sprd=0.005]
Ep 033/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:16,  5.73it/s, loss=1.977, pair=5.145, adv=3.010, sprd=0.003]
Ep 033/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:20,  5.46it/s, loss=1.977, pair=5.145, adv=3.010, sprd=0.003]
Ep 033/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:20,  5.46it/s, loss=0.360, pair=0.000, adv=2.993, sprd=0.003]
Ep 033/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:14,  5.82it/s, loss=0.360, pair=0.000, adv=2.993, sprd=0.003]
Ep 033/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:14,  5.82it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:18,  5.52it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:18,  5.52it/s, loss=2.800, pair=8.047, adv=3.342, sprd=0.004]
Ep 033/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:14,  5.80it/s, loss=2.800, pair=8.047, adv=3.342, sprd=0.004]
Ep 033/60 [S2:+mat]:   2%|   | 10/444 [00:02<01:14,  5.80it/s, loss=4.083, pair=12.297, adv=2.916, sprd=0.002]
Ep 033/60 [S2:+mat]:   2%|   | 11/444 [00:02<01:17,  5.62it/s, loss=4.083, pair=12.297, adv=2.916, sprd=0.002]
Ep 033/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:17,  5.62it/s, loss=1.840, pair=4.918, adv=3.128, sprd=0.003]
Ep 033/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:12,  5.97it/s, loss=1.840, pair=4.918, adv=3.128, sprd=0.003]
Ep 033/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:12,  5.97it/s, loss=0.440, pair=0.137, adv=3.404, sprd=0.004]
Ep 033/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:21,  5.29it/s, loss=0.440, pair=0.137, adv=3.404, sprd=0.004]
Ep 033/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:21,  5.29it/s, loss=2.799, pair=8.094, adv=3.164, sprd=0.004]
Ep 033/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:16,  5.63it/s, loss=2.799, pair=8.094, adv=3.164, sprd=0.004]
Ep 033/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:16,  5.63it/s, loss=0.380, pair=0.000, adv=3.227, sprd=0.003]
Ep 033/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:21,  5.24it/s, loss=0.380, pair=0.000, adv=3.227, sprd=0.003]
Ep 033/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:21,  5.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:14,  5.73it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   4%|   | 16/444 [00:03<01:14,  5.73it/s, loss=5.215, pair=16.047, adv=3.385, sprd=0.003]
Ep 033/60 [S2:+mat]:   4%|   | 17/444 [00:03<01:17,  5.52it/s, loss=5.215, pair=16.047, adv=3.385, sprd=0.003]
Ep 033/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:17,  5.52it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:13,  5.82it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:13,  5.82it/s, loss=3.603, pair=10.766, adv=3.132, sprd=0.004]
Ep 033/60 [S2:+mat]:   4%|▏  | 19/444 [00:03<01:18,  5.43it/s, loss=3.603, pair=10.766, adv=3.132, sprd=0.004]
Ep 033/60 [S2:+mat]:   4%|▏  | 19/444 [00:03<01:18,  5.43it/s, loss=4.428, pair=13.516, adv=3.068, sprd=0.002]
Ep 033/60 [S2:+mat]:   5%|▏  | 20/444 [00:03<01:12,  5.89it/s, loss=4.428, pair=13.516, adv=3.068, sprd=0.002]
Ep 033/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:12,  5.89it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:15,  5.63it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   5%|▏  | 21/444 [00:03<01:15,  5.63it/s, loss=5.107, pair=15.766, adv=3.189, sprd=0.003]
Ep 033/60 [S2:+mat]:   5%|▏  | 22/444 [00:03<01:09,  6.03it/s, loss=5.107, pair=15.766, adv=3.189, sprd=0.003]
Ep 033/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:09,  6.03it/s, loss=3.272, pair=9.547, adv=3.182, sprd=0.004]
Ep 033/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:14,  5.61it/s, loss=3.272, pair=9.547, adv=3.182, sprd=0.004]
Ep 033/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:14,  5.61it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:09,  6.03it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:09,  6.03it/s, loss=0.883, pair=1.669, adv=3.282, sprd=0.003]
Ep 033/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.78it/s, loss=0.883, pair=1.669, adv=3.282, sprd=0.003]
Ep 033/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.78it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:08,  6.09it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:08,  6.09it/s, loss=2.466, pair=6.992, adv=3.104, sprd=0.003]
Ep 033/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:16,  5.48it/s, loss=2.466, pair=6.992, adv=3.104, sprd=0.003]
Ep 033/60 [S2:+mat]:   6%|▏   | 27/444 [00:05<01:16,  5.48it/s, loss=0.370, pair=0.000, adv=3.104, sprd=0.004]
Ep 033/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:13,  5.63it/s, loss=0.370, pair=0.000, adv=3.104, sprd=0.004]
Ep 033/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:13,  5.63it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:17,  5.33it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:17,  5.33it/s, loss=2.933, pair=8.578, adv=3.077, sprd=0.003]
Ep 033/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:13,  5.67it/s, loss=2.933, pair=8.578, adv=3.077, sprd=0.003]
Ep 033/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:13,  5.67it/s, loss=0.421, pair=0.169, adv=3.164, sprd=0.002]
Ep 033/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:16,  5.41it/s, loss=0.421, pair=0.169, adv=3.164, sprd=0.002]
Ep 033/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:16,  5.41it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:14,  5.55it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:14,  5.55it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:18,  5.25it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:   7%|▎   | 33/444 [00:06<01:18,  5.25it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:13,  5.59it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎   | 34/444 [00:06<01:13,  5.59it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:19,  5.15it/s, loss=0.131, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:19,  5.15it/s, loss=1.987, pair=5.422, adv=3.101, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:12,  5.63it/s, loss=1.987, pair=5.422, adv=3.101, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:12,  5.63it/s, loss=1.083, pair=2.449, adv=2.941, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:16,  5.33it/s, loss=1.083, pair=2.449, adv=2.941, sprd=0.002]
Ep 033/60 [S2:+mat]:   8%|▎  | 37/444 [00:06<01:16,  5.33it/s, loss=3.495, pair=10.484, adv=2.967, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎  | 38/444 [00:06<01:14,  5.44it/s, loss=3.495, pair=10.484, adv=2.967, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎   | 38/444 [00:07<01:14,  5.44it/s, loss=0.397, pair=0.153, adv=2.974, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎   | 39/444 [00:07<01:22,  4.91it/s, loss=0.397, pair=0.153, adv=2.974, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎   | 39/444 [00:07<01:22,  4.91it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:15,  5.34it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎   | 40/444 [00:07<01:15,  5.34it/s, loss=0.355, pair=0.012, adv=2.920, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:17,  5.23it/s, loss=0.355, pair=0.012, adv=2.920, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎  | 41/444 [00:07<01:17,  5.23it/s, loss=4.243, pair=12.914, adv=3.089, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▎  | 42/444 [00:07<01:10,  5.72it/s, loss=4.243, pair=12.914, adv=3.089, sprd=0.002]
Ep 033/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:10,  5.72it/s, loss=0.487, pair=0.333, adv=3.329, sprd=0.004]
Ep 033/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:14,  5.37it/s, loss=0.487, pair=0.333, adv=3.329, sprd=0.004]
Ep 033/60 [S2:+mat]:  10%|▎  | 43/444 [00:07<01:14,  5.37it/s, loss=4.448, pair=13.672, adv=2.898, sprd=0.002]
Ep 033/60 [S2:+mat]:  10%|▎  | 44/444 [00:07<01:08,  5.83it/s, loss=4.448, pair=13.672, adv=2.898, sprd=0.002]
Ep 033/60 [S2:+mat]:  10%|▎  | 44/444 [00:08<01:08,  5.83it/s, loss=4.472, pair=13.609, adv=3.489, sprd=0.003]
Ep 033/60 [S2:+mat]:  10%|▎  | 45/444 [00:08<01:12,  5.49it/s, loss=4.472, pair=13.609, adv=3.489, sprd=0.003]
Ep 033/60 [S2:+mat]:  10%|▎  | 45/444 [00:08<01:12,  5.49it/s, loss=7.770, pair=24.703, adv=3.045, sprd=0.003]
Ep 033/60 [S2:+mat]:  10%|▎  | 46/444 [00:08<01:07,  5.93it/s, loss=7.770, pair=24.703, adv=3.045, sprd=0.003]
Ep 033/60 [S2:+mat]:  10%|▍   | 46/444 [00:08<01:07,  5.93it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:10,  5.65it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:10,  5.65it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:05,  6.08it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:05,  6.08it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:09,  5.67it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:09,  5.67it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  11%|▍   | 50/444 [00:08<01:04,  6.09it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  11%|▍   | 50/444 [00:09<01:04,  6.09it/s, loss=2.061, pair=5.637, adv=3.190, sprd=0.003]
Ep 033/60 [S2:+mat]:  11%|▍   | 51/444 [00:09<01:08,  5.71it/s, loss=2.061, pair=5.637, adv=3.190, sprd=0.003]
Ep 033/60 [S2:+mat]:  11%|▍   | 51/444 [00:09<01:08,  5.71it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▍   | 52/444 [00:09<01:04,  6.10it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▎  | 52/444 [00:09<01:04,  6.10it/s, loss=5.105, pair=15.516, adv=2.968, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▎  | 53/444 [00:09<01:08,  5.73it/s, loss=5.105, pair=15.516, adv=2.968, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:08,  5.73it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.13it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:03,  6.13it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:08,  5.72it/s, loss=0.112, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  12%|▎  | 55/444 [00:10<01:08,  5.72it/s, loss=3.786, pair=11.328, adv=3.400, sprd=0.002]
Ep 033/60 [S2:+mat]:  13%|▍  | 56/444 [00:10<01:03,  6.11it/s, loss=3.786, pair=11.328, adv=3.400, sprd=0.002]
Ep 033/60 [S2:+mat]:  13%|▌   | 56/444 [00:10<01:03,  6.11it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  13%|▌   | 57/444 [00:10<01:07,  5.75it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  13%|▍  | 57/444 [00:10<01:07,  5.75it/s, loss=4.119, pair=12.453, adv=3.301, sprd=0.002]
Ep 033/60 [S2:+mat]:  13%|▍  | 58/444 [00:10<01:04,  5.97it/s, loss=4.119, pair=12.453, adv=3.301, sprd=0.002]
Ep 033/60 [S2:+mat]:  13%|▌   | 58/444 [00:10<01:04,  5.97it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:08,  5.64it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:08,  5.64it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:04,  5.91it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:04,  5.91it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:08,  5.56it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  14%|▌   | 61/444 [00:11<01:08,  5.56it/s, loss=1.434, pair=3.492, adv=3.336, sprd=0.003]
Ep 033/60 [S2:+mat]:  14%|▌   | 62/444 [00:11<01:05,  5.85it/s, loss=1.434, pair=3.492, adv=3.336, sprd=0.003]
Ep 033/60 [S2:+mat]:  14%|▌   | 62/444 [00:11<01:05,  5.85it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:08,  5.60it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  14%|▌   | 63/444 [00:11<01:08,  5.60it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:03,  6.01it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  14%|▌   | 64/444 [00:11<01:03,  6.01it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:06,  5.69it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:06,  5.69it/s, loss=0.480, pair=0.309, adv=3.422, sprd=0.003]
Ep 033/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:02,  6.08it/s, loss=0.480, pair=0.309, adv=3.422, sprd=0.003]
Ep 033/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:02,  6.08it/s, loss=1.469, pair=3.684, adv=3.113, sprd=0.001]
Ep 033/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:07,  5.62it/s, loss=1.469, pair=3.684, adv=3.113, sprd=0.001]
Ep 033/60 [S2:+mat]:  15%|▌   | 67/444 [00:12<01:07,  5.62it/s, loss=2.431, pair=6.844, adv=3.299, sprd=0.002]
Ep 033/60 [S2:+mat]:  15%|▌   | 68/444 [00:12<01:02,  6.02it/s, loss=2.431, pair=6.844, adv=3.299, sprd=0.002]
Ep 033/60 [S2:+mat]:  15%|▌   | 68/444 [00:12<01:02,  6.02it/s, loss=3.017, pair=8.922, adv=2.860, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▌   | 69/444 [00:12<01:05,  5.75it/s, loss=3.017, pair=8.922, adv=2.860, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▍  | 69/444 [00:12<01:05,  5.75it/s, loss=3.563, pair=10.641, adv=3.194, sprd=0.001]
Ep 033/60 [S2:+mat]:  16%|▍  | 70/444 [00:12<01:01,  6.12it/s, loss=3.563, pair=10.641, adv=3.194, sprd=0.001]
Ep 033/60 [S2:+mat]:  16%|▋   | 70/444 [00:12<01:01,  6.12it/s, loss=0.536, pair=0.544, adv=3.084, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.87it/s, loss=0.536, pair=0.544, adv=3.084, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.87it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:59,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▍  | 72/444 [00:12<00:59,  6.23it/s, loss=3.521, pair=10.266, adv=3.217, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▍  | 73/444 [00:12<01:03,  5.82it/s, loss=3.521, pair=10.266, adv=3.217, sprd=0.002]
Ep 033/60 [S2:+mat]:  16%|▋   | 73/444 [00:13<01:03,  5.82it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  17%|▋   | 74/444 [00:13<00:59,  6.21it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  17%|▎ | 74/444 [00:13<00:59,  6.21it/s, loss=10.029, pair=32.281, adv=2.967, sprd=0.001]
Ep 033/60 [S2:+mat]:  17%|▎ | 75/444 [00:13<01:03,  5.79it/s, loss=10.029, pair=32.281, adv=2.967, sprd=0.001]
Ep 033/60 [S2:+mat]:  17%|▎ | 75/444 [00:13<01:03,  5.79it/s, loss=12.617, pair=40.781, adv=3.256, sprd=0.002]
Ep 033/60 [S2:+mat]:  17%|▎ | 76/444 [00:13<00:59,  6.15it/s, loss=12.617, pair=40.781, adv=3.256, sprd=0.002]
Ep 033/60 [S2:+mat]:  17%|▋   | 76/444 [00:13<00:59,  6.15it/s, loss=0.839, pair=1.263, adv=3.621, sprd=0.003]
Ep 033/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:04,  5.70it/s, loss=0.839, pair=1.263, adv=3.621, sprd=0.003]
Ep 033/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:04,  5.70it/s, loss=0.694, pair=1.028, adv=3.347, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<01:04,  5.67it/s, loss=0.694, pair=1.028, adv=3.347, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 78/444 [00:14<01:04,  5.67it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 79/444 [00:14<01:10,  5.19it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 79/444 [00:14<01:10,  5.19it/s, loss=0.435, pair=0.325, adv=2.771, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<01:07,  5.43it/s, loss=0.435, pair=0.325, adv=2.771, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 80/444 [00:14<01:07,  5.43it/s, loss=0.679, pair=1.028, adv=3.121, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:09,  5.25it/s, loss=0.679, pair=1.028, adv=3.121, sprd=0.002]
Ep 033/60 [S2:+mat]:  18%|▋   | 81/444 [00:14<01:09,  5.25it/s, loss=1.635, pair=4.188, adv=3.228, sprd=0.003]
Ep 033/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<01:03,  5.71it/s, loss=1.635, pair=4.188, adv=3.228, sprd=0.003]
Ep 033/60 [S2:+mat]:  18%|▋   | 82/444 [00:14<01:03,  5.71it/s, loss=0.319, pair=0.000, adv=2.646, sprd=0.001]
Ep 033/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:05,  5.50it/s, loss=0.319, pair=0.000, adv=2.646, sprd=0.001]
Ep 033/60 [S2:+mat]:  19%|▌  | 83/444 [00:14<01:05,  5.50it/s, loss=7.491, pair=23.703, adv=3.289, sprd=0.001]
Ep 033/60 [S2:+mat]:  19%|▌  | 84/444 [00:14<01:00,  5.94it/s, loss=7.491, pair=23.703, adv=3.289, sprd=0.001]
Ep 033/60 [S2:+mat]:  19%|▊   | 84/444 [00:15<01:00,  5.94it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  19%|▊   | 85/444 [00:15<01:03,  5.62it/s, loss=0.161, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  19%|▊   | 85/444 [00:15<01:03,  5.62it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  19%|▊   | 86/444 [00:15<00:59,  6.05it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  19%|▊   | 86/444 [00:15<00:59,  6.05it/s, loss=0.586, pair=0.794, adv=2.948, sprd=0.001]
Ep 033/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<01:02,  5.72it/s, loss=0.586, pair=0.794, adv=2.948, sprd=0.001]
Ep 033/60 [S2:+mat]:  20%|▊   | 87/444 [00:15<01:02,  5.72it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<00:58,  6.11it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  20%|▊   | 88/444 [00:15<00:58,  6.11it/s, loss=1.664, pair=4.246, adv=3.339, sprd=0.002]
Ep 033/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:00,  5.82it/s, loss=1.664, pair=4.246, adv=3.339, sprd=0.002]
Ep 033/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:00,  5.82it/s, loss=0.397, pair=0.075, adv=3.191, sprd=0.002]
Ep 033/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:57,  6.20it/s, loss=0.397, pair=0.075, adv=3.191, sprd=0.002]
Ep 033/60 [S2:+mat]:  20%|▊   | 90/444 [00:16<00:57,  6.20it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  20%|▊   | 91/444 [00:16<01:01,  5.70it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  20%|▊   | 91/444 [00:16<01:01,  5.70it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  21%|▊   | 92/444 [00:16<00:57,  6.11it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  21%|▌  | 92/444 [00:16<00:57,  6.11it/s, loss=5.196, pair=16.172, adv=2.847, sprd=0.002]
Ep 033/60 [S2:+mat]:  21%|▋  | 93/444 [00:16<01:01,  5.71it/s, loss=5.196, pair=16.172, adv=2.847, sprd=0.002]
Ep 033/60 [S2:+mat]:  21%|▍ | 93/444 [00:16<01:01,  5.71it/s, loss=10.072, pair=32.281, adv=3.334, sprd=0.003]
Ep 033/60 [S2:+mat]:  21%|▍ | 94/444 [00:16<01:01,  5.73it/s, loss=10.072, pair=32.281, adv=3.334, sprd=0.003]
Ep 033/60 [S2:+mat]:  21%|▊   | 94/444 [00:16<01:01,  5.73it/s, loss=0.482, pair=0.106, adv=3.149, sprd=0.002]
Ep 033/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<01:10,  4.97it/s, loss=0.482, pair=0.106, adv=3.149, sprd=0.002]
Ep 033/60 [S2:+mat]:  21%|▊   | 95/444 [00:17<01:10,  4.97it/s, loss=2.368, pair=6.699, adv=3.092, sprd=0.002]
Ep 033/60 [S2:+mat]:  22%|▊   | 96/444 [00:17<01:07,  5.19it/s, loss=2.368, pair=6.699, adv=3.092, sprd=0.002]
Ep 033/60 [S2:+mat]:  22%|▊   | 96/444 [00:17<01:07,  5.19it/s, loss=2.020, pair=5.543, adv=3.003, sprd=0.001]
Ep 033/60 [S2:+mat]:  22%|▊   | 97/444 [00:17<01:08,  5.04it/s, loss=2.020, pair=5.543, adv=3.003, sprd=0.001]
Ep 033/60 [S2:+mat]:  22%|▊   | 97/444 [00:17<01:08,  5.04it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  22%|▉   | 98/444 [00:17<01:03,  5.43it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  22%|▉   | 98/444 [00:17<01:03,  5.43it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<01:04,  5.38it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  22%|▉   | 99/444 [00:17<01:04,  5.38it/s, loss=0.468, pair=0.403, adv=2.935, sprd=0.002]
Ep 033/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:59,  5.74it/s, loss=0.468, pair=0.403, adv=2.935, sprd=0.002]
Ep 033/60 [S2:+mat]:  23%|▋  | 100/444 [00:17<00:59,  5.74it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<01:05,  5.27it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  23%|▍ | 101/444 [00:18<01:05,  5.27it/s, loss=4.988, pair=15.250, adv=3.429, sprd=0.004]
Ep 033/60 [S2:+mat]:  23%|▍ | 102/444 [00:18<01:02,  5.50it/s, loss=4.988, pair=15.250, adv=3.429, sprd=0.004]
Ep 033/60 [S2:+mat]:  23%|▋  | 102/444 [00:18<01:02,  5.50it/s, loss=0.983, pair=2.111, adv=2.927, sprd=0.002]
Ep 033/60 [S2:+mat]:  23%|▋  | 103/444 [00:18<01:08,  4.96it/s, loss=0.983, pair=2.111, adv=2.927, sprd=0.002]
Ep 033/60 [S2:+mat]:  23%|▋  | 103/444 [00:18<01:08,  4.96it/s, loss=0.441, pair=0.262, adv=3.099, sprd=0.003]
Ep 033/60 [S2:+mat]:  23%|▋  | 104/444 [00:18<01:05,  5.17it/s, loss=0.441, pair=0.262, adv=3.099, sprd=0.003]
Ep 033/60 [S2:+mat]:  23%|▋  | 104/444 [00:18<01:05,  5.17it/s, loss=0.821, pair=1.585, adv=2.911, sprd=0.003]
Ep 033/60 [S2:+mat]:  24%|▋  | 105/444 [00:18<01:05,  5.15it/s, loss=0.821, pair=1.585, adv=2.911, sprd=0.003]
Ep 033/60 [S2:+mat]:  24%|▋  | 105/444 [00:18<01:05,  5.15it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  24%|▋  | 106/444 [00:18<01:00,  5.55it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  24%|▋  | 106/444 [00:19<01:00,  5.55it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  24%|▋  | 107/444 [00:19<01:02,  5.39it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  24%|▋  | 107/444 [00:19<01:02,  5.39it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  24%|▋  | 108/444 [00:19<00:57,  5.86it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  24%|▍ | 108/444 [00:19<00:57,  5.86it/s, loss=4.830, pair=14.828, adv=3.194, sprd=0.004]
Ep 033/60 [S2:+mat]:  25%|▍ | 109/444 [00:19<01:01,  5.41it/s, loss=4.830, pair=14.828, adv=3.194, sprd=0.004]
Ep 033/60 [S2:+mat]:  25%|▋  | 109/444 [00:19<01:01,  5.41it/s, loss=0.484, pair=0.325, adv=3.605, sprd=0.003]
Ep 033/60 [S2:+mat]:  25%|▋  | 110/444 [00:19<01:00,  5.48it/s, loss=0.484, pair=0.325, adv=3.605, sprd=0.003]
Ep 033/60 [S2:+mat]:  25%|▋  | 110/444 [00:19<01:00,  5.48it/s, loss=0.547, pair=0.606, adv=3.186, sprd=0.002]
Ep 033/60 [S2:+mat]:  25%|▊  | 111/444 [00:19<01:06,  5.03it/s, loss=0.547, pair=0.606, adv=3.186, sprd=0.002]
Ep 033/60 [S2:+mat]:  25%|▊  | 111/444 [00:20<01:06,  5.03it/s, loss=2.841, pair=8.336, adv=2.885, sprd=0.002]
Ep 033/60 [S2:+mat]:  25%|▊  | 112/444 [00:20<01:04,  5.18it/s, loss=2.841, pair=8.336, adv=2.885, sprd=0.002]
Ep 033/60 [S2:+mat]:  25%|▊  | 112/444 [00:20<01:04,  5.18it/s, loss=1.990, pair=5.375, adv=3.216, sprd=0.002]
Ep 033/60 [S2:+mat]:  25%|▊  | 113/444 [00:20<01:09,  4.78it/s, loss=1.990, pair=5.375, adv=3.216, sprd=0.002]
Ep 033/60 [S2:+mat]:  25%|▊  | 113/444 [00:20<01:09,  4.78it/s, loss=1.179, pair=2.867, adv=2.609, sprd=0.002]
Ep 033/60 [S2:+mat]:  26%|▊  | 114/444 [00:20<01:05,  5.04it/s, loss=1.179, pair=2.867, adv=2.609, sprd=0.002]
Ep 033/60 [S2:+mat]:  26%|▊  | 114/444 [00:20<01:05,  5.04it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  26%|▊  | 115/444 [00:20<01:08,  4.77it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  26%|▊  | 115/444 [00:20<01:08,  4.77it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  26%|▊  | 116/444 [00:20<01:05,  5.01it/s, loss=0.075, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  26%|▊  | 116/444 [00:21<01:05,  5.01it/s, loss=0.916, pair=1.669, adv=2.875, sprd=0.002]
Ep 033/60 [S2:+mat]:  26%|▊  | 117/444 [00:21<01:04,  5.09it/s, loss=0.916, pair=1.669, adv=2.875, sprd=0.002]
Ep 033/60 [S2:+mat]:  26%|▊  | 117/444 [00:21<01:04,  5.09it/s, loss=3.068, pair=9.047, adv=3.047, sprd=0.002]
Ep 033/60 [S2:+mat]:  27%|▊  | 118/444 [00:21<00:59,  5.51it/s, loss=3.068, pair=9.047, adv=3.047, sprd=0.002]
Ep 033/60 [S2:+mat]:  27%|▊  | 118/444 [00:21<00:59,  5.51it/s, loss=1.916, pair=5.105, adv=3.311, sprd=0.003]
Ep 033/60 [S2:+mat]:  27%|▊  | 119/444 [00:21<01:02,  5.24it/s, loss=1.916, pair=5.105, adv=3.311, sprd=0.003]
Ep 033/60 [S2:+mat]:  27%|▊  | 119/444 [00:21<01:02,  5.24it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  27%|▊  | 120/444 [00:21<00:56,  5.71it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  27%|▊  | 120/444 [00:21<00:56,  5.71it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  27%|▊  | 121/444 [00:21<01:02,  5.15it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  27%|▊  | 121/444 [00:21<01:02,  5.15it/s, loss=0.464, pair=0.325, adv=3.128, sprd=0.002]
Ep 033/60 [S2:+mat]:  27%|▊  | 122/444 [00:21<01:00,  5.33it/s, loss=0.464, pair=0.325, adv=3.128, sprd=0.002]
Ep 033/60 [S2:+mat]:  27%|▊  | 122/444 [00:22<01:00,  5.33it/s, loss=1.885, pair=5.133, adv=2.828, sprd=0.002]
Ep 033/60 [S2:+mat]:  28%|▊  | 123/444 [00:22<01:01,  5.20it/s, loss=1.885, pair=5.133, adv=2.828, sprd=0.002]
Ep 033/60 [S2:+mat]:  28%|▊  | 123/444 [00:22<01:01,  5.20it/s, loss=2.131, pair=5.824, adv=3.482, sprd=0.003]
Ep 033/60 [S2:+mat]:  28%|▊  | 124/444 [00:22<00:57,  5.52it/s, loss=2.131, pair=5.824, adv=3.482, sprd=0.003]
Ep 033/60 [S2:+mat]:  28%|▊  | 124/444 [00:22<00:57,  5.52it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  28%|▊  | 125/444 [00:22<01:06,  4.79it/s, loss=0.144, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  28%|▊  | 125/444 [00:22<01:06,  4.79it/s, loss=2.700, pair=7.719, adv=3.296, sprd=0.003]
Ep 033/60 [S2:+mat]:  28%|▊  | 126/444 [00:22<00:59,  5.34it/s, loss=2.700, pair=7.719, adv=3.296, sprd=0.003]
Ep 033/60 [S2:+mat]:  28%|▊  | 126/444 [00:22<00:59,  5.34it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  29%|▊  | 127/444 [00:22<01:00,  5.21it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  29%|▊  | 127/444 [00:23<01:00,  5.21it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  29%|▊  | 128/444 [00:23<00:56,  5.57it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  29%|▊  | 128/444 [00:23<00:56,  5.57it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  29%|▊  | 129/444 [00:23<01:00,  5.24it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  29%|▌ | 129/444 [00:23<01:00,  5.24it/s, loss=6.293, pair=19.859, adv=2.777, sprd=0.002]
Ep 033/60 [S2:+mat]:  29%|▌ | 130/444 [00:23<00:55,  5.71it/s, loss=6.293, pair=19.859, adv=2.777, sprd=0.002]
Ep 033/60 [S2:+mat]:  29%|▉  | 130/444 [00:23<00:55,  5.71it/s, loss=1.629, pair=4.051, adv=3.273, sprd=0.003]
Ep 033/60 [S2:+mat]:  30%|▉  | 131/444 [00:23<00:57,  5.42it/s, loss=1.629, pair=4.051, adv=3.273, sprd=0.003]
Ep 033/60 [S2:+mat]:  30%|▉  | 131/444 [00:23<00:57,  5.42it/s, loss=0.385, pair=0.012, adv=3.291, sprd=0.002]
Ep 033/60 [S2:+mat]:  30%|▉  | 132/444 [00:23<00:53,  5.87it/s, loss=0.385, pair=0.012, adv=3.291, sprd=0.002]
Ep 033/60 [S2:+mat]:  30%|▉  | 132/444 [00:23<00:53,  5.87it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  30%|▉  | 133/444 [00:23<00:55,  5.59it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  30%|▌ | 133/444 [00:24<00:55,  5.59it/s, loss=9.218, pair=29.469, adv=3.254, sprd=0.002]
Ep 033/60 [S2:+mat]:  30%|▌ | 134/444 [00:24<00:51,  6.00it/s, loss=9.218, pair=29.469, adv=3.254, sprd=0.002]
Ep 033/60 [S2:+mat]:  30%|▌ | 134/444 [00:24<00:51,  6.00it/s, loss=8.215, pair=26.078, adv=3.366, sprd=0.002]
Ep 033/60 [S2:+mat]:  30%|▌ | 135/444 [00:24<00:55,  5.53it/s, loss=8.215, pair=26.078, adv=3.366, sprd=0.002]
Ep 033/60 [S2:+mat]:  30%|▌ | 135/444 [00:24<00:55,  5.53it/s, loss=4.001, pair=12.078, adv=3.214, sprd=0.003]
Ep 033/60 [S2:+mat]:  31%|▌ | 136/444 [00:24<00:51,  5.95it/s, loss=4.001, pair=12.078, adv=3.214, sprd=0.003]
Ep 033/60 [S2:+mat]:  31%|▉  | 136/444 [00:24<00:51,  5.95it/s, loss=0.417, pair=0.316, adv=2.662, sprd=0.002]
Ep 033/60 [S2:+mat]:  31%|▉  | 137/444 [00:24<00:53,  5.73it/s, loss=0.417, pair=0.316, adv=2.662, sprd=0.002]
Ep 033/60 [S2:+mat]:  31%|▌ | 137/444 [00:24<00:53,  5.73it/s, loss=8.220, pair=26.109, adv=3.466, sprd=0.002]
Ep 033/60 [S2:+mat]:  31%|▌ | 138/444 [00:24<00:50,  6.11it/s, loss=8.220, pair=26.109, adv=3.466, sprd=0.002]
Ep 033/60 [S2:+mat]:  31%|▉  | 138/444 [00:25<00:50,  6.11it/s, loss=0.499, pair=0.419, adv=3.225, sprd=0.002]
Ep 033/60 [S2:+mat]:  31%|▉  | 139/444 [00:25<00:55,  5.52it/s, loss=0.499, pair=0.419, adv=3.225, sprd=0.002]
Ep 033/60 [S2:+mat]:  31%|▉  | 139/444 [00:25<00:55,  5.52it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 140/444 [00:25<00:52,  5.78it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 140/444 [00:25<00:52,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  32%|▉  | 141/444 [00:25<00:55,  5.43it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  32%|▉  | 141/444 [00:25<00:55,  5.43it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 142/444 [00:25<00:51,  5.84it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 142/444 [00:25<00:51,  5.84it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 143/444 [00:25<00:55,  5.46it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 143/444 [00:25<00:55,  5.46it/s, loss=0.872, pair=1.685, adv=3.151, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 144/444 [00:25<00:51,  5.79it/s, loss=0.872, pair=1.685, adv=3.151, sprd=0.003]
Ep 033/60 [S2:+mat]:  32%|▉  | 144/444 [00:26<00:51,  5.79it/s, loss=2.989, pair=8.258, adv=3.129, sprd=0.002]
Ep 033/60 [S2:+mat]:  33%|▉  | 145/444 [00:26<00:54,  5.48it/s, loss=2.989, pair=8.258, adv=3.129, sprd=0.002]
Ep 033/60 [S2:+mat]:  33%|▉  | 145/444 [00:26<00:54,  5.48it/s, loss=1.481, pair=3.730, adv=3.116, sprd=0.002]
Ep 033/60 [S2:+mat]:  33%|▉  | 146/444 [00:26<00:50,  5.90it/s, loss=1.481, pair=3.730, adv=3.116, sprd=0.002]
Ep 033/60 [S2:+mat]:  33%|▉  | 146/444 [00:26<00:50,  5.90it/s, loss=0.458, pair=0.075, adv=3.103, sprd=0.003]
Ep 033/60 [S2:+mat]:  33%|▉  | 147/444 [00:26<00:52,  5.71it/s, loss=0.458, pair=0.075, adv=3.103, sprd=0.003]
Ep 033/60 [S2:+mat]:  33%|▉  | 147/444 [00:26<00:52,  5.71it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  33%|█  | 148/444 [00:26<00:49,  6.00it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  33%|█  | 148/444 [00:26<00:49,  6.00it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  34%|█  | 149/444 [00:26<00:53,  5.54it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  34%|█  | 149/444 [00:26<00:53,  5.54it/s, loss=0.383, pair=0.137, adv=2.876, sprd=0.002]
Ep 033/60 [S2:+mat]:  34%|█  | 150/444 [00:26<00:50,  5.77it/s, loss=0.383, pair=0.137, adv=2.876, sprd=0.002]
Ep 033/60 [S2:+mat]:  34%|█  | 150/444 [00:27<00:50,  5.77it/s, loss=0.428, pair=0.137, adv=3.276, sprd=0.003]
Ep 033/60 [S2:+mat]:  34%|█  | 151/444 [00:27<00:55,  5.28it/s, loss=0.428, pair=0.137, adv=3.276, sprd=0.003]
Ep 033/60 [S2:+mat]:  34%|█  | 151/444 [00:27<00:55,  5.28it/s, loss=1.447, pair=3.574, adv=3.227, sprd=0.003]
Ep 033/60 [S2:+mat]:  34%|█  | 152/444 [00:27<00:51,  5.72it/s, loss=1.447, pair=3.574, adv=3.227, sprd=0.003]
Ep 033/60 [S2:+mat]:  34%|█  | 152/444 [00:27<00:51,  5.72it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  34%|█  | 153/444 [00:27<00:53,  5.41it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  34%|█  | 153/444 [00:27<00:53,  5.41it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  35%|█  | 154/444 [00:27<00:50,  5.73it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  35%|▋ | 154/444 [00:27<00:50,  5.73it/s, loss=4.021, pair=12.227, adv=2.904, sprd=0.002]
Ep 033/60 [S2:+mat]:  35%|▋ | 155/444 [00:27<00:51,  5.64it/s, loss=4.021, pair=12.227, adv=2.904, sprd=0.002]
Ep 033/60 [S2:+mat]:  35%|█  | 155/444 [00:27<00:51,  5.64it/s, loss=0.966, pair=1.941, adv=3.253, sprd=0.003]
Ep 033/60 [S2:+mat]:  35%|█  | 156/444 [00:27<00:47,  6.04it/s, loss=0.966, pair=1.941, adv=3.253, sprd=0.003]
Ep 033/60 [S2:+mat]:  35%|█  | 156/444 [00:28<00:47,  6.04it/s, loss=0.730, pair=1.177, adv=3.196, sprd=0.003]
Ep 033/60 [S2:+mat]:  35%|█  | 157/444 [00:28<00:50,  5.65it/s, loss=0.730, pair=1.177, adv=3.196, sprd=0.003]
Ep 033/60 [S2:+mat]:  35%|█  | 157/444 [00:28<00:50,  5.65it/s, loss=2.868, pair=8.328, adv=3.123, sprd=0.004]
Ep 033/60 [S2:+mat]:  36%|█  | 158/444 [00:28<00:47,  6.05it/s, loss=2.868, pair=8.328, adv=3.123, sprd=0.004]
Ep 033/60 [S2:+mat]:  36%|▋ | 158/444 [00:28<00:47,  6.05it/s, loss=3.903, pair=11.719, adv=3.381, sprd=0.002]
Ep 033/60 [S2:+mat]:  36%|▋ | 159/444 [00:28<00:48,  5.84it/s, loss=3.903, pair=11.719, adv=3.381, sprd=0.002]
Ep 033/60 [S2:+mat]:  36%|█  | 159/444 [00:28<00:48,  5.84it/s, loss=1.935, pair=5.324, adv=2.830, sprd=0.003]
Ep 033/60 [S2:+mat]:  36%|█  | 160/444 [00:28<00:45,  6.22it/s, loss=1.935, pair=5.324, adv=2.830, sprd=0.003]
Ep 033/60 [S2:+mat]:  36%|█  | 160/444 [00:28<00:45,  6.22it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  36%|█  | 161/444 [00:28<00:48,  5.85it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  36%|█  | 161/444 [00:28<00:48,  5.85it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  36%|█  | 162/444 [00:28<00:45,  6.23it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  36%|█  | 162/444 [00:29<00:45,  6.23it/s, loss=0.511, pair=0.450, adv=3.171, sprd=0.004]
Ep 033/60 [S2:+mat]:  37%|█  | 163/444 [00:29<00:48,  5.84it/s, loss=0.511, pair=0.450, adv=3.171, sprd=0.004]
Ep 033/60 [S2:+mat]:  37%|█  | 163/444 [00:29<00:48,  5.84it/s, loss=2.575, pair=7.281, adv=3.353, sprd=0.004]
Ep 033/60 [S2:+mat]:  37%|█  | 164/444 [00:29<00:45,  6.21it/s, loss=2.575, pair=7.281, adv=3.353, sprd=0.004]
Ep 033/60 [S2:+mat]:  37%|█  | 164/444 [00:29<00:45,  6.21it/s, loss=0.454, pair=0.262, adv=3.177, sprd=0.002]
Ep 033/60 [S2:+mat]:  37%|█  | 165/444 [00:29<00:48,  5.76it/s, loss=0.454, pair=0.262, adv=3.177, sprd=0.002]
Ep 033/60 [S2:+mat]:  37%|█  | 165/444 [00:29<00:48,  5.76it/s, loss=0.406, pair=0.137, adv=3.038, sprd=0.002]
Ep 033/60 [S2:+mat]:  37%|█  | 166/444 [00:29<00:45,  6.14it/s, loss=0.406, pair=0.137, adv=3.038, sprd=0.002]
Ep 033/60 [S2:+mat]:  37%|█  | 166/444 [00:29<00:45,  6.14it/s, loss=1.347, pair=3.293, adv=3.060, sprd=0.002]
Ep 033/60 [S2:+mat]:  38%|█▏ | 167/444 [00:29<00:48,  5.73it/s, loss=1.347, pair=3.293, adv=3.060, sprd=0.002]
Ep 033/60 [S2:+mat]:  38%|█▏ | 167/444 [00:29<00:48,  5.73it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  38%|█▏ | 168/444 [00:29<00:45,  6.10it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  38%|▊ | 168/444 [00:30<00:45,  6.10it/s, loss=3.968, pair=11.945, adv=3.297, sprd=0.003]
Ep 033/60 [S2:+mat]:  38%|▊ | 169/444 [00:30<00:47,  5.85it/s, loss=3.968, pair=11.945, adv=3.297, sprd=0.003]
Ep 033/60 [S2:+mat]:  38%|█▏ | 169/444 [00:30<00:47,  5.85it/s, loss=1.076, pair=2.371, adv=3.045, sprd=0.002]
Ep 033/60 [S2:+mat]:  38%|█▏ | 170/444 [00:30<00:44,  6.19it/s, loss=1.076, pair=2.371, adv=3.045, sprd=0.002]
Ep 033/60 [S2:+mat]:  38%|█▏ | 170/444 [00:30<00:44,  6.19it/s, loss=0.969, pair=2.043, adv=2.969, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|█▏ | 171/444 [00:30<00:47,  5.76it/s, loss=0.969, pair=2.043, adv=2.969, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|▊ | 171/444 [00:30<00:47,  5.76it/s, loss=4.090, pair=12.445, adv=3.026, sprd=0.002]
Ep 033/60 [S2:+mat]:  39%|▊ | 172/444 [00:30<00:44,  6.12it/s, loss=4.090, pair=12.445, adv=3.026, sprd=0.002]
Ep 033/60 [S2:+mat]:  39%|█▏ | 172/444 [00:30<00:44,  6.12it/s, loss=0.391, pair=0.000, adv=3.297, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|█▏ | 173/444 [00:30<00:47,  5.69it/s, loss=0.391, pair=0.000, adv=3.297, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|█▏ | 173/444 [00:30<00:47,  5.69it/s, loss=1.003, pair=2.137, adv=3.095, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|█▏ | 174/444 [00:30<00:44,  6.08it/s, loss=1.003, pair=2.137, adv=3.095, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|▊ | 174/444 [00:31<00:44,  6.08it/s, loss=4.629, pair=14.133, adv=3.529, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|▊ | 175/444 [00:31<00:47,  5.70it/s, loss=4.629, pair=14.133, adv=3.529, sprd=0.003]
Ep 033/60 [S2:+mat]:  39%|█▏ | 175/444 [00:31<00:47,  5.70it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  40%|█▏ | 176/444 [00:31<00:43,  6.09it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  40%|█▏ | 176/444 [00:31<00:43,  6.09it/s, loss=0.393, pair=0.012, adv=3.435, sprd=0.002]
Ep 033/60 [S2:+mat]:  40%|█▏ | 177/444 [00:31<00:46,  5.79it/s, loss=0.393, pair=0.012, adv=3.435, sprd=0.002]
Ep 033/60 [S2:+mat]:  40%|█▏ | 177/444 [00:31<00:46,  5.79it/s, loss=0.518, pair=0.450, adv=3.209, sprd=0.003]
Ep 033/60 [S2:+mat]:  40%|█▏ | 178/444 [00:31<00:43,  6.17it/s, loss=0.518, pair=0.450, adv=3.209, sprd=0.003]
Ep 033/60 [S2:+mat]:  40%|█▏ | 178/444 [00:31<00:43,  6.17it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  40%|█▏ | 179/444 [00:31<00:45,  5.81it/s, loss=0.157, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  40%|█▏ | 179/444 [00:31<00:45,  5.81it/s, loss=0.657, pair=0.950, adv=3.183, sprd=0.003]
Ep 033/60 [S2:+mat]:  41%|█▏ | 180/444 [00:31<00:42,  6.20it/s, loss=0.657, pair=0.950, adv=3.183, sprd=0.003]
Ep 033/60 [S2:+mat]:  41%|█▏ | 180/444 [00:32<00:42,  6.20it/s, loss=0.411, pair=0.200, adv=2.963, sprd=0.003]
Ep 033/60 [S2:+mat]:  41%|█▏ | 181/444 [00:32<00:44,  5.86it/s, loss=0.411, pair=0.200, adv=2.963, sprd=0.003]
Ep 033/60 [S2:+mat]:  41%|█▏ | 181/444 [00:32<00:44,  5.86it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  41%|█▏ | 182/444 [00:32<00:41,  6.24it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  41%|█▏ | 182/444 [00:32<00:41,  6.24it/s, loss=3.335, pair=9.766, adv=2.772, sprd=0.002]
Ep 033/60 [S2:+mat]:  41%|█▏ | 183/444 [00:32<00:44,  5.84it/s, loss=3.335, pair=9.766, adv=2.772, sprd=0.002]
Ep 033/60 [S2:+mat]:  41%|█▏ | 183/444 [00:32<00:44,  5.84it/s, loss=2.689, pair=7.762, adv=3.087, sprd=0.003]
Ep 033/60 [S2:+mat]:  41%|█▏ | 184/444 [00:32<00:41,  6.19it/s, loss=2.689, pair=7.762, adv=3.087, sprd=0.003]
Ep 033/60 [S2:+mat]:  41%|█▏ | 184/444 [00:32<00:41,  6.19it/s, loss=2.430, pair=6.762, adv=3.396, sprd=0.005]
Ep 033/60 [S2:+mat]:  42%|█▎ | 185/444 [00:32<00:46,  5.57it/s, loss=2.430, pair=6.762, adv=3.396, sprd=0.005]
Ep 033/60 [S2:+mat]:  42%|█▎ | 185/444 [00:33<00:46,  5.57it/s, loss=3.293, pair=9.797, adv=2.907, sprd=0.002]
Ep 033/60 [S2:+mat]:  42%|█▎ | 186/444 [00:33<00:43,  5.98it/s, loss=3.293, pair=9.797, adv=2.907, sprd=0.002]
Ep 033/60 [S2:+mat]:  42%|█▎ | 186/444 [00:33<00:43,  5.98it/s, loss=0.387, pair=0.000, adv=3.361, sprd=0.003]
Ep 033/60 [S2:+mat]:  42%|█▎ | 187/444 [00:33<00:44,  5.72it/s, loss=0.387, pair=0.000, adv=3.361, sprd=0.003]
Ep 033/60 [S2:+mat]:  42%|▊ | 187/444 [00:33<00:44,  5.72it/s, loss=6.134, pair=19.297, adv=2.844, sprd=0.003]
Ep 033/60 [S2:+mat]:  42%|▊ | 188/444 [00:33<00:41,  6.10it/s, loss=6.134, pair=19.297, adv=2.844, sprd=0.003]
Ep 033/60 [S2:+mat]:  42%|█▎ | 188/444 [00:33<00:41,  6.10it/s, loss=0.380, pair=0.106, adv=2.938, sprd=0.003]
Ep 033/60 [S2:+mat]:  43%|█▎ | 189/444 [00:33<00:44,  5.75it/s, loss=0.380, pair=0.106, adv=2.938, sprd=0.003]
Ep 033/60 [S2:+mat]:  43%|█▎ | 189/444 [00:33<00:44,  5.75it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  43%|█▎ | 190/444 [00:33<00:41,  6.16it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  43%|█▎ | 190/444 [00:33<00:41,  6.16it/s, loss=0.551, pair=0.685, adv=2.864, sprd=0.002]
Ep 033/60 [S2:+mat]:  43%|█▎ | 191/444 [00:33<00:43,  5.83it/s, loss=0.551, pair=0.685, adv=2.864, sprd=0.002]
Ep 033/60 [S2:+mat]:  43%|█▎ | 191/444 [00:34<00:43,  5.83it/s, loss=0.963, pair=2.008, adv=3.075, sprd=0.003]
Ep 033/60 [S2:+mat]:  43%|█▎ | 192/444 [00:34<00:40,  6.19it/s, loss=0.963, pair=2.008, adv=3.075, sprd=0.003]
Ep 033/60 [S2:+mat]:  43%|█▎ | 192/444 [00:34<00:40,  6.19it/s, loss=3.154, pair=9.117, adv=2.803, sprd=0.002]
Ep 033/60 [S2:+mat]:  43%|█▎ | 193/444 [00:34<00:44,  5.68it/s, loss=3.154, pair=9.117, adv=2.803, sprd=0.002]
Ep 033/60 [S2:+mat]:  43%|▊ | 193/444 [00:34<00:44,  5.68it/s, loss=3.827, pair=11.578, adv=3.011, sprd=0.002]
Ep 033/60 [S2:+mat]:  44%|▊ | 194/444 [00:34<00:41,  6.07it/s, loss=3.827, pair=11.578, adv=3.011, sprd=0.002]
Ep 033/60 [S2:+mat]:  44%|█▎ | 194/444 [00:34<00:41,  6.07it/s, loss=0.570, pair=0.705, adv=3.057, sprd=0.002]
Ep 033/60 [S2:+mat]:  44%|█▎ | 195/444 [00:34<00:43,  5.77it/s, loss=0.570, pair=0.705, adv=3.057, sprd=0.002]
Ep 033/60 [S2:+mat]:  44%|█▎ | 195/444 [00:34<00:43,  5.77it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  44%|█▎ | 196/444 [00:34<00:40,  6.17it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  44%|█▎ | 196/444 [00:34<00:40,  6.17it/s, loss=0.783, pair=1.325, adv=3.276, sprd=0.002]
Ep 033/60 [S2:+mat]:  44%|█▎ | 197/444 [00:34<00:43,  5.71it/s, loss=0.783, pair=1.325, adv=3.276, sprd=0.002]
Ep 033/60 [S2:+mat]:  44%|█▎ | 197/444 [00:35<00:43,  5.71it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  45%|█▎ | 198/444 [00:35<00:40,  6.12it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  45%|█▎ | 198/444 [00:35<00:40,  6.12it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  45%|█▎ | 199/444 [00:35<00:43,  5.67it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  45%|█▎ | 199/444 [00:35<00:43,  5.67it/s, loss=1.646, pair=4.324, adv=2.897, sprd=0.004]
Ep 033/60 [S2:+mat]:  45%|█▎ | 200/444 [00:35<00:40,  6.09it/s, loss=1.646, pair=4.324, adv=2.897, sprd=0.004]
Ep 033/60 [S2:+mat]:  45%|█▎ | 200/444 [00:35<00:40,  6.09it/s, loss=2.438, pair=6.723, adv=2.938, sprd=0.002]
Ep 033/60 [S2:+mat]:  45%|█▎ | 201/444 [00:35<00:42,  5.75it/s, loss=2.438, pair=6.723, adv=2.938, sprd=0.002]
Ep 033/60 [S2:+mat]:  45%|█▎ | 201/444 [00:35<00:42,  5.75it/s, loss=2.766, pair=8.086, adv=2.887, sprd=0.003]
Ep 033/60 [S2:+mat]:  45%|█▎ | 202/444 [00:35<00:39,  6.12it/s, loss=2.766, pair=8.086, adv=2.887, sprd=0.003]
Ep 033/60 [S2:+mat]:  45%|█▎ | 202/444 [00:35<00:39,  6.12it/s, loss=0.804, pair=1.560, adv=2.796, sprd=0.002]
Ep 033/60 [S2:+mat]:  46%|█▎ | 203/444 [00:35<00:41,  5.86it/s, loss=0.804, pair=1.560, adv=2.796, sprd=0.002]
Ep 033/60 [S2:+mat]:  46%|█▎ | 203/444 [00:36<00:41,  5.86it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  46%|█▍ | 204/444 [00:36<00:38,  6.24it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  46%|█▍ | 204/444 [00:36<00:38,  6.24it/s, loss=2.077, pair=5.578, adv=3.075, sprd=0.004]
Ep 033/60 [S2:+mat]:  46%|█▍ | 205/444 [00:36<00:41,  5.75it/s, loss=2.077, pair=5.578, adv=3.075, sprd=0.004]
Ep 033/60 [S2:+mat]:  46%|█▍ | 205/444 [00:36<00:41,  5.75it/s, loss=1.479, pair=3.637, adv=3.324, sprd=0.004]
Ep 033/60 [S2:+mat]:  46%|█▍ | 206/444 [00:36<00:38,  6.14it/s, loss=1.479, pair=3.637, adv=3.324, sprd=0.004]
Ep 033/60 [S2:+mat]:  46%|█▍ | 206/444 [00:36<00:38,  6.14it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  47%|█▍ | 207/444 [00:36<00:41,  5.71it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  47%|█▍ | 207/444 [00:36<00:41,  5.71it/s, loss=0.887, pair=1.763, adv=3.049, sprd=0.003]
Ep 033/60 [S2:+mat]:  47%|█▍ | 208/444 [00:36<00:38,  6.12it/s, loss=0.887, pair=1.763, adv=3.049, sprd=0.003]
Ep 033/60 [S2:+mat]:  47%|█▍ | 208/444 [00:36<00:38,  6.12it/s, loss=0.555, pair=0.669, adv=2.992, sprd=0.003]
Ep 033/60 [S2:+mat]:  47%|█▍ | 209/444 [00:36<00:41,  5.67it/s, loss=0.555, pair=0.669, adv=2.992, sprd=0.003]
Ep 033/60 [S2:+mat]:  47%|█▍ | 209/444 [00:37<00:41,  5.67it/s, loss=2.693, pair=7.820, adv=2.950, sprd=0.002]
Ep 033/60 [S2:+mat]:  47%|█▍ | 210/444 [00:37<00:38,  6.06it/s, loss=2.693, pair=7.820, adv=2.950, sprd=0.002]
Ep 033/60 [S2:+mat]:  47%|▉ | 210/444 [00:37<00:38,  6.06it/s, loss=8.068, pair=25.672, adv=3.052, sprd=0.003]
Ep 033/60 [S2:+mat]:  48%|▉ | 211/444 [00:37<00:40,  5.71it/s, loss=8.068, pair=25.672, adv=3.052, sprd=0.003]
Ep 033/60 [S2:+mat]:  48%|█▍ | 211/444 [00:37<00:40,  5.71it/s, loss=0.933, pair=1.988, adv=2.800, sprd=0.003]
Ep 033/60 [S2:+mat]:  48%|█▍ | 212/444 [00:37<00:37,  6.11it/s, loss=0.933, pair=1.988, adv=2.800, sprd=0.003]
Ep 033/60 [S2:+mat]:  48%|█▍ | 212/444 [00:37<00:37,  6.11it/s, loss=2.367, pair=6.676, adv=3.094, sprd=0.002]
Ep 033/60 [S2:+mat]:  48%|█▍ | 213/444 [00:37<00:40,  5.73it/s, loss=2.367, pair=6.676, adv=3.094, sprd=0.002]
Ep 033/60 [S2:+mat]:  48%|▉ | 213/444 [00:37<00:40,  5.73it/s, loss=9.008, pair=28.766, adv=3.230, sprd=0.003]
Ep 033/60 [S2:+mat]:  48%|▉ | 214/444 [00:37<00:37,  6.11it/s, loss=9.008, pair=28.766, adv=3.230, sprd=0.003]
Ep 033/60 [S2:+mat]:  48%|█▍ | 214/444 [00:37<00:37,  6.11it/s, loss=2.726, pair=7.891, adv=2.967, sprd=0.002]
Ep 033/60 [S2:+mat]:  48%|█▍ | 215/444 [00:37<00:39,  5.81it/s, loss=2.726, pair=7.891, adv=2.967, sprd=0.002]
Ep 033/60 [S2:+mat]:  48%|█▍ | 215/444 [00:38<00:39,  5.81it/s, loss=0.475, pair=0.372, adv=3.125, sprd=0.003]
Ep 033/60 [S2:+mat]:  49%|█▍ | 216/444 [00:38<00:37,  6.13it/s, loss=0.475, pair=0.372, adv=3.125, sprd=0.003]
Ep 033/60 [S2:+mat]:  49%|▉ | 216/444 [00:38<00:37,  6.13it/s, loss=9.771, pair=31.234, adv=3.345, sprd=0.004]
Ep 033/60 [S2:+mat]:  49%|▉ | 217/444 [00:38<00:39,  5.73it/s, loss=9.771, pair=31.234, adv=3.345, sprd=0.004]
Ep 033/60 [S2:+mat]:  49%|█▍ | 217/444 [00:38<00:39,  5.73it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  49%|█▍ | 218/444 [00:38<00:36,  6.14it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  49%|█▍ | 218/444 [00:38<00:36,  6.14it/s, loss=1.600, pair=4.137, adv=3.017, sprd=0.002]
Ep 033/60 [S2:+mat]:  49%|█▍ | 219/444 [00:38<00:39,  5.72it/s, loss=1.600, pair=4.137, adv=3.017, sprd=0.002]
Ep 033/60 [S2:+mat]:  49%|█▍ | 219/444 [00:38<00:39,  5.72it/s, loss=2.408, pair=6.742, adv=3.301, sprd=0.002]
Ep 033/60 [S2:+mat]:  50%|█▍ | 220/444 [00:38<00:36,  6.11it/s, loss=2.408, pair=6.742, adv=3.301, sprd=0.002]
Ep 033/60 [S2:+mat]:  50%|█▍ | 220/444 [00:38<00:36,  6.11it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  50%|█▍ | 221/444 [00:38<00:39,  5.71it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  50%|█▍ | 221/444 [00:39<00:39,  5.71it/s, loss=2.380, pair=6.637, adv=3.251, sprd=0.003]
Ep 033/60 [S2:+mat]:  50%|█▌ | 222/444 [00:39<00:36,  6.12it/s, loss=2.380, pair=6.637, adv=3.251, sprd=0.003]
Ep 033/60 [S2:+mat]:  50%|▌| 222/444 [00:39<00:36,  6.12it/s, loss=12.354, pair=40.031, adv=2.867, sprd=0.003]
Ep 033/60 [S2:+mat]:  50%|▌| 223/444 [00:39<00:38,  5.72it/s, loss=12.354, pair=40.031, adv=2.867, sprd=0.003]
Ep 033/60 [S2:+mat]:  50%|█▌ | 223/444 [00:39<00:38,  5.72it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  50%|█▌ | 224/444 [00:39<00:35,  6.14it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  50%|█▌ | 224/444 [00:39<00:35,  6.14it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  51%|█▌ | 225/444 [00:39<00:38,  5.73it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  51%|█ | 225/444 [00:39<00:38,  5.73it/s, loss=4.450, pair=13.672, adv=2.789, sprd=0.003]
Ep 033/60 [S2:+mat]:  51%|█ | 226/444 [00:39<00:35,  6.13it/s, loss=4.450, pair=13.672, adv=2.789, sprd=0.003]
Ep 033/60 [S2:+mat]:  51%|█▌ | 226/444 [00:39<00:35,  6.13it/s, loss=0.700, pair=1.122, adv=2.997, sprd=0.005]
Ep 033/60 [S2:+mat]:  51%|█▌ | 227/444 [00:39<00:38,  5.63it/s, loss=0.700, pair=1.122, adv=2.997, sprd=0.005]
Ep 033/60 [S2:+mat]:  51%|█ | 227/444 [00:40<00:38,  5.63it/s, loss=4.417, pair=13.484, adv=3.202, sprd=0.003]
Ep 033/60 [S2:+mat]:  51%|█ | 228/444 [00:40<00:35,  6.05it/s, loss=4.417, pair=13.484, adv=3.202, sprd=0.003]
Ep 033/60 [S2:+mat]:  51%|█ | 228/444 [00:40<00:35,  6.05it/s, loss=6.545, pair=20.672, adv=2.890, sprd=0.002]
Ep 033/60 [S2:+mat]:  52%|█ | 229/444 [00:40<00:37,  5.75it/s, loss=6.545, pair=20.672, adv=2.890, sprd=0.002]
Ep 033/60 [S2:+mat]:  52%|█▌ | 229/444 [00:40<00:37,  5.75it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  52%|█▌ | 230/444 [00:40<00:34,  6.15it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  52%|█▌ | 230/444 [00:40<00:34,  6.15it/s, loss=0.985, pair=1.762, adv=3.109, sprd=0.003]
Ep 033/60 [S2:+mat]:  52%|█▌ | 231/444 [00:40<00:37,  5.76it/s, loss=0.985, pair=1.762, adv=3.109, sprd=0.003]
Ep 033/60 [S2:+mat]:  52%|█▌ | 231/444 [00:40<00:37,  5.76it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  52%|█▌ | 232/444 [00:40<00:34,  6.17it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  52%|█ | 232/444 [00:40<00:34,  6.17it/s, loss=8.470, pair=27.078, adv=2.959, sprd=0.002]
Ep 033/60 [S2:+mat]:  52%|█ | 233/444 [00:40<00:36,  5.74it/s, loss=8.470, pair=27.078, adv=2.959, sprd=0.002]
Ep 033/60 [S2:+mat]:  52%|█▌ | 233/444 [00:41<00:36,  5.74it/s, loss=0.517, pair=0.599, adv=2.751, sprd=0.002]
Ep 033/60 [S2:+mat]:  53%|█▌ | 234/444 [00:41<00:34,  6.13it/s, loss=0.517, pair=0.599, adv=2.751, sprd=0.002]
Ep 033/60 [S2:+mat]:  53%|█▌ | 234/444 [00:41<00:34,  6.13it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  53%|█▌ | 235/444 [00:41<00:36,  5.74it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  53%|█ | 235/444 [00:41<00:36,  5.74it/s, loss=3.802, pair=11.484, adv=2.942, sprd=0.004]
Ep 033/60 [S2:+mat]:  53%|█ | 236/444 [00:41<00:33,  6.14it/s, loss=3.802, pair=11.484, adv=2.942, sprd=0.004]
Ep 033/60 [S2:+mat]:  53%|█ | 236/444 [00:41<00:33,  6.14it/s, loss=5.989, pair=18.734, adv=3.150, sprd=0.004]
Ep 033/60 [S2:+mat]:  53%|█ | 237/444 [00:41<00:35,  5.77it/s, loss=5.989, pair=18.734, adv=3.150, sprd=0.004]
Ep 033/60 [S2:+mat]:  53%|█▌ | 237/444 [00:41<00:35,  5.77it/s, loss=0.424, pair=0.169, adv=3.141, sprd=0.004]
Ep 033/60 [S2:+mat]:  54%|█▌ | 238/444 [00:41<00:33,  6.16it/s, loss=0.424, pair=0.169, adv=3.141, sprd=0.004]
Ep 033/60 [S2:+mat]:  54%|█▌ | 238/444 [00:41<00:33,  6.16it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  54%|█▌ | 239/444 [00:41<00:35,  5.73it/s, loss=0.158, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  54%|█ | 239/444 [00:42<00:35,  5.73it/s, loss=5.338, pair=16.578, adv=3.077, sprd=0.003]
Ep 033/60 [S2:+mat]:  54%|█ | 240/444 [00:42<00:33,  6.13it/s, loss=5.338, pair=16.578, adv=3.077, sprd=0.003]
Ep 033/60 [S2:+mat]:  54%|█▌ | 240/444 [00:42<00:33,  6.13it/s, loss=0.895, pair=1.638, adv=3.251, sprd=0.004]
Ep 033/60 [S2:+mat]:  54%|█▋ | 241/444 [00:42<00:35,  5.75it/s, loss=0.895, pair=1.638, adv=3.251, sprd=0.004]
Ep 033/60 [S2:+mat]:  54%|█▋ | 241/444 [00:42<00:35,  5.75it/s, loss=0.385, pair=0.075, adv=3.028, sprd=0.003]
Ep 033/60 [S2:+mat]:  55%|█▋ | 242/444 [00:42<00:32,  6.15it/s, loss=0.385, pair=0.075, adv=3.028, sprd=0.003]
Ep 033/60 [S2:+mat]:  55%|█▋ | 242/444 [00:42<00:32,  6.15it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  55%|█▋ | 243/444 [00:42<00:34,  5.79it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  55%|█▋ | 243/444 [00:42<00:34,  5.79it/s, loss=1.439, pair=3.574, adv=3.033, sprd=0.002]
Ep 033/60 [S2:+mat]:  55%|█▋ | 244/444 [00:42<00:32,  6.18it/s, loss=1.439, pair=3.574, adv=3.033, sprd=0.002]
Ep 033/60 [S2:+mat]:  55%|█▋ | 244/444 [00:42<00:32,  6.18it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  55%|█▋ | 245/444 [00:42<00:34,  5.75it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  55%|█▋ | 245/444 [00:43<00:34,  5.75it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  55%|█▋ | 246/444 [00:43<00:32,  6.16it/s, loss=0.100, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  55%|█▋ | 246/444 [00:43<00:32,  6.16it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  56%|█▋ | 247/444 [00:43<00:33,  5.81it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  56%|█ | 247/444 [00:43<00:33,  5.81it/s, loss=4.030, pair=12.266, adv=2.931, sprd=0.003]
Ep 033/60 [S2:+mat]:  56%|█ | 248/444 [00:43<00:31,  6.19it/s, loss=4.030, pair=12.266, adv=2.931, sprd=0.003]
Ep 033/60 [S2:+mat]:  56%|█ | 248/444 [00:43<00:31,  6.19it/s, loss=6.289, pair=19.766, adv=3.076, sprd=0.002]
Ep 033/60 [S2:+mat]:  56%|█ | 249/444 [00:43<00:33,  5.82it/s, loss=6.289, pair=19.766, adv=3.076, sprd=0.002]
Ep 033/60 [S2:+mat]:  56%|█▋ | 249/444 [00:43<00:33,  5.82it/s, loss=1.548, pair=3.887, adv=3.261, sprd=0.005]
Ep 033/60 [S2:+mat]:  56%|█▋ | 250/444 [00:43<00:31,  6.19it/s, loss=1.548, pair=3.887, adv=3.261, sprd=0.005]
Ep 033/60 [S2:+mat]:  56%|█▋ | 250/444 [00:43<00:31,  6.19it/s, loss=0.395, pair=0.000, adv=3.341, sprd=0.004]
Ep 033/60 [S2:+mat]:  57%|█▋ | 251/444 [00:43<00:32,  5.87it/s, loss=0.395, pair=0.000, adv=3.341, sprd=0.004]
Ep 033/60 [S2:+mat]:  57%|█▋ | 251/444 [00:44<00:32,  5.87it/s, loss=2.864, pair=8.266, adv=3.282, sprd=0.003]
Ep 033/60 [S2:+mat]:  57%|█▋ | 252/444 [00:44<00:30,  6.24it/s, loss=2.864, pair=8.266, adv=3.282, sprd=0.003]
Ep 033/60 [S2:+mat]:  57%|█▋ | 252/444 [00:44<00:30,  6.24it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  57%|█▋ | 253/444 [00:44<00:32,  5.89it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  57%|█▋ | 253/444 [00:44<00:32,  5.89it/s, loss=1.743, pair=4.520, adv=3.343, sprd=0.003]
Ep 033/60 [S2:+mat]:  57%|█▋ | 254/444 [00:44<00:30,  6.25it/s, loss=1.743, pair=4.520, adv=3.343, sprd=0.003]
Ep 033/60 [S2:+mat]:  57%|█▋ | 254/444 [00:44<00:30,  6.25it/s, loss=0.541, pair=0.356, adv=3.067, sprd=0.004]
Ep 033/60 [S2:+mat]:  57%|█▋ | 255/444 [00:44<00:32,  5.81it/s, loss=0.541, pair=0.356, adv=3.067, sprd=0.004]
Ep 033/60 [S2:+mat]:  57%|█▋ | 255/444 [00:44<00:32,  5.81it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▋ | 256/444 [00:44<00:30,  6.21it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▋ | 256/444 [00:44<00:30,  6.21it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▋ | 257/444 [00:44<00:31,  5.86it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▋ | 257/444 [00:45<00:31,  5.86it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▋ | 258/444 [00:45<00:29,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▏| 258/444 [00:45<00:29,  6.23it/s, loss=5.851, pair=18.156, adv=3.654, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▏| 259/444 [00:45<00:31,  5.92it/s, loss=5.851, pair=18.156, adv=3.654, sprd=0.004]
Ep 033/60 [S2:+mat]:  58%|█▊ | 259/444 [00:45<00:31,  5.92it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  59%|█▊ | 260/444 [00:45<00:29,  6.28it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  59%|█▊ | 260/444 [00:45<00:29,  6.28it/s, loss=0.389, pair=0.114, adv=2.912, sprd=0.003]
Ep 033/60 [S2:+mat]:  59%|█▊ | 261/444 [00:45<00:31,  5.83it/s, loss=0.389, pair=0.114, adv=2.912, sprd=0.003]
Ep 033/60 [S2:+mat]:  59%|█▊ | 261/444 [00:45<00:31,  5.83it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  59%|█▊ | 262/444 [00:45<00:30,  5.97it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  59%|█▊ | 262/444 [00:46<00:30,  5.97it/s, loss=0.595, pair=0.006, adv=3.280, sprd=0.004]
Ep 033/60 [S2:+mat]:  59%|█▊ | 263/444 [00:46<00:33,  5.38it/s, loss=0.595, pair=0.006, adv=3.280, sprd=0.004]
Ep 033/60 [S2:+mat]:  59%|█▏| 263/444 [00:46<00:33,  5.38it/s, loss=3.736, pair=11.203, adv=3.198, sprd=0.004]
Ep 033/60 [S2:+mat]:  59%|█▏| 264/444 [00:46<00:32,  5.58it/s, loss=3.736, pair=11.203, adv=3.198, sprd=0.004]
Ep 033/60 [S2:+mat]:  59%|█▊ | 264/444 [00:46<00:32,  5.58it/s, loss=2.515, pair=7.203, adv=2.996, sprd=0.003]
Ep 033/60 [S2:+mat]:  60%|█▊ | 265/444 [00:46<00:34,  5.12it/s, loss=2.515, pair=7.203, adv=2.996, sprd=0.003]
Ep 033/60 [S2:+mat]:  60%|█▊ | 265/444 [00:46<00:34,  5.12it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  60%|█▊ | 266/444 [00:46<00:33,  5.37it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  60%|█▏| 266/444 [00:46<00:33,  5.37it/s, loss=4.287, pair=12.984, adv=3.367, sprd=0.002]
Ep 033/60 [S2:+mat]:  60%|█▏| 267/444 [00:46<00:35,  5.02it/s, loss=4.287, pair=12.984, adv=3.367, sprd=0.002]
Ep 033/60 [S2:+mat]:  60%|█▊ | 267/444 [00:46<00:35,  5.02it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  60%|█▊ | 268/444 [00:46<00:32,  5.41it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  60%|█▊ | 268/444 [00:47<00:32,  5.41it/s, loss=3.303, pair=9.922, adv=2.687, sprd=0.002]
Ep 033/60 [S2:+mat]:  61%|█▊ | 269/444 [00:47<00:34,  5.13it/s, loss=3.303, pair=9.922, adv=2.687, sprd=0.002]
Ep 033/60 [S2:+mat]:  61%|█▏| 269/444 [00:47<00:34,  5.13it/s, loss=3.774, pair=11.375, adv=3.020, sprd=0.003]
Ep 033/60 [S2:+mat]:  61%|█▏| 270/444 [00:47<00:32,  5.27it/s, loss=3.774, pair=11.375, adv=3.020, sprd=0.003]
Ep 033/60 [S2:+mat]:  61%|█▊ | 270/444 [00:47<00:32,  5.27it/s, loss=0.596, pair=0.747, adv=3.177, sprd=0.002]
Ep 033/60 [S2:+mat]:  61%|█▊ | 271/444 [00:47<00:34,  5.00it/s, loss=0.596, pair=0.747, adv=3.177, sprd=0.002]
Ep 033/60 [S2:+mat]:  61%|█▏| 271/444 [00:47<00:34,  5.00it/s, loss=3.494, pair=10.359, adv=3.287, sprd=0.003]
Ep 033/60 [S2:+mat]:  61%|█▏| 272/444 [00:47<00:32,  5.37it/s, loss=3.494, pair=10.359, adv=3.287, sprd=0.003]
Ep 033/60 [S2:+mat]:  61%|█▏| 272/444 [00:47<00:32,  5.37it/s, loss=3.662, pair=10.930, adv=3.053, sprd=0.004]
Ep 033/60 [S2:+mat]:  61%|█▏| 273/444 [00:47<00:33,  5.04it/s, loss=3.662, pair=10.930, adv=3.053, sprd=0.004]
Ep 033/60 [S2:+mat]:  61%|█▊ | 273/444 [00:48<00:33,  5.04it/s, loss=3.072, pair=8.922, adv=3.471, sprd=0.003]
Ep 033/60 [S2:+mat]:  62%|█▊ | 274/444 [00:48<00:32,  5.21it/s, loss=3.072, pair=8.922, adv=3.471, sprd=0.003]
Ep 033/60 [S2:+mat]:  62%|█▊ | 274/444 [00:48<00:32,  5.21it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  62%|█▊ | 275/444 [00:48<00:34,  4.90it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  62%|█▊ | 275/444 [00:48<00:34,  4.90it/s, loss=1.621, pair=4.230, adv=2.979, sprd=0.003]
Ep 033/60 [S2:+mat]:  62%|█▊ | 276/444 [00:48<00:32,  5.20it/s, loss=1.621, pair=4.230, adv=2.979, sprd=0.003]
Ep 033/60 [S2:+mat]:  62%|█▊ | 276/444 [00:48<00:32,  5.20it/s, loss=1.952, pair=5.262, adv=3.190, sprd=0.002]
Ep 033/60 [S2:+mat]:  62%|█▊ | 277/444 [00:48<00:33,  4.98it/s, loss=1.952, pair=5.262, adv=3.190, sprd=0.002]
Ep 033/60 [S2:+mat]:  62%|█▏| 277/444 [00:48<00:33,  4.98it/s, loss=3.340, pair=10.016, adv=2.772, sprd=0.003]
Ep 033/60 [S2:+mat]:  63%|█▎| 278/444 [00:48<00:31,  5.27it/s, loss=3.340, pair=10.016, adv=2.772, sprd=0.003]
Ep 033/60 [S2:+mat]:  63%|█▉ | 278/444 [00:49<00:31,  5.27it/s, loss=0.452, pair=0.169, adv=3.451, sprd=0.005]
Ep 033/60 [S2:+mat]:  63%|█▉ | 279/444 [00:49<00:33,  4.99it/s, loss=0.452, pair=0.169, adv=3.451, sprd=0.005]
Ep 033/60 [S2:+mat]:  63%|█▎| 279/444 [00:49<00:33,  4.99it/s, loss=9.437, pair=30.234, adv=3.149, sprd=0.002]
Ep 033/60 [S2:+mat]:  63%|█▎| 280/444 [00:49<00:31,  5.27it/s, loss=9.437, pair=30.234, adv=3.149, sprd=0.002]
Ep 033/60 [S2:+mat]:  63%|█▉ | 280/444 [00:49<00:31,  5.27it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  63%|█▉ | 281/444 [00:49<00:34,  4.76it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  63%|█▉ | 281/444 [00:49<00:34,  4.76it/s, loss=2.284, pair=6.355, adv=3.209, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▉ | 282/444 [00:49<00:32,  4.98it/s, loss=2.284, pair=6.355, adv=3.209, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▉ | 282/444 [00:49<00:32,  4.98it/s, loss=1.380, pair=3.379, adv=3.103, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▉ | 283/444 [00:49<00:32,  4.97it/s, loss=1.380, pair=3.379, adv=3.103, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▉ | 283/444 [00:50<00:32,  4.97it/s, loss=2.996, pair=8.664, adv=3.410, sprd=0.005]
Ep 033/60 [S2:+mat]:  64%|█▉ | 284/444 [00:50<00:31,  5.16it/s, loss=2.996, pair=8.664, adv=3.410, sprd=0.005]
Ep 033/60 [S2:+mat]:  64%|█▎| 284/444 [00:50<00:31,  5.16it/s, loss=4.922, pair=15.242, adv=2.898, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▎| 285/444 [00:50<00:31,  5.04it/s, loss=4.922, pair=15.242, adv=2.898, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▉ | 285/444 [00:50<00:31,  5.04it/s, loss=2.719, pair=7.805, adv=3.196, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▉ | 286/444 [00:50<00:30,  5.19it/s, loss=2.719, pair=7.805, adv=3.196, sprd=0.003]
Ep 033/60 [S2:+mat]:  64%|█▉ | 286/444 [00:50<00:30,  5.19it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  65%|█▉ | 287/444 [00:50<00:30,  5.09it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  65%|█▉ | 287/444 [00:50<00:30,  5.09it/s, loss=1.596, pair=4.086, adv=3.093, sprd=0.005]
Ep 033/60 [S2:+mat]:  65%|█▉ | 288/444 [00:50<00:28,  5.47it/s, loss=1.596, pair=4.086, adv=3.093, sprd=0.005]
Ep 033/60 [S2:+mat]:  65%|█▎| 288/444 [00:51<00:28,  5.47it/s, loss=3.782, pair=11.359, adv=3.056, sprd=0.005]
Ep 033/60 [S2:+mat]:  65%|█▎| 289/444 [00:51<00:29,  5.21it/s, loss=3.782, pair=11.359, adv=3.056, sprd=0.005]
Ep 033/60 [S2:+mat]:  65%|█▎| 289/444 [00:51<00:29,  5.21it/s, loss=4.415, pair=13.602, adv=2.789, sprd=0.004]
Ep 033/60 [S2:+mat]:  65%|█▎| 290/444 [00:51<00:27,  5.54it/s, loss=4.415, pair=13.602, adv=2.789, sprd=0.004]
Ep 033/60 [S2:+mat]:  65%|█▉ | 290/444 [00:51<00:27,  5.54it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  66%|█▉ | 291/444 [00:51<00:30,  5.10it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  66%|█▉ | 291/444 [00:51<00:30,  5.10it/s, loss=0.489, pair=0.325, adv=3.418, sprd=0.003]
Ep 033/60 [S2:+mat]:  66%|█▉ | 292/444 [00:51<00:28,  5.37it/s, loss=0.489, pair=0.325, adv=3.418, sprd=0.003]
Ep 033/60 [S2:+mat]:  66%|█▉ | 292/444 [00:51<00:28,  5.37it/s, loss=0.597, pair=0.763, adv=3.098, sprd=0.003]
Ep 033/60 [S2:+mat]:  66%|█▉ | 293/444 [00:51<00:28,  5.24it/s, loss=0.597, pair=0.763, adv=3.098, sprd=0.003]
Ep 033/60 [S2:+mat]:  66%|█▎| 293/444 [00:52<00:28,  5.24it/s, loss=3.456, pair=10.367, adv=2.875, sprd=0.003]
Ep 033/60 [S2:+mat]:  66%|█▎| 294/444 [00:52<00:27,  5.37it/s, loss=3.456, pair=10.367, adv=2.875, sprd=0.003]
Ep 033/60 [S2:+mat]:  66%|█▎| 294/444 [00:52<00:27,  5.37it/s, loss=3.866, pair=11.641, adv=3.153, sprd=0.004]
Ep 033/60 [S2:+mat]:  66%|█▎| 295/444 [00:52<00:30,  4.87it/s, loss=3.866, pair=11.641, adv=3.153, sprd=0.004]
Ep 033/60 [S2:+mat]:  66%|█▉ | 295/444 [00:52<00:30,  4.87it/s, loss=1.144, pair=2.621, adv=2.994, sprd=0.003]
Ep 033/60 [S2:+mat]:  67%|██ | 296/444 [00:52<00:28,  5.10it/s, loss=1.144, pair=2.621, adv=2.994, sprd=0.003]
Ep 033/60 [S2:+mat]:  67%|██ | 296/444 [00:52<00:28,  5.10it/s, loss=0.658, pair=0.888, adv=3.366, sprd=0.005]
Ep 033/60 [S2:+mat]:  67%|██ | 297/444 [00:52<00:31,  4.73it/s, loss=0.658, pair=0.888, adv=3.366, sprd=0.005]
Ep 033/60 [S2:+mat]:  67%|█▎| 297/444 [00:52<00:31,  4.73it/s, loss=5.023, pair=15.547, adv=2.999, sprd=0.004]
Ep 033/60 [S2:+mat]:  67%|█▎| 298/444 [00:52<00:29,  4.99it/s, loss=5.023, pair=15.547, adv=2.999, sprd=0.004]
Ep 033/60 [S2:+mat]:  67%|██ | 298/444 [00:53<00:29,  4.99it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  67%|██ | 299/444 [00:53<00:29,  4.92it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  67%|██ | 299/444 [00:53<00:29,  4.92it/s, loss=0.539, pair=0.513, adv=3.212, sprd=0.006]
Ep 033/60 [S2:+mat]:  68%|██ | 300/444 [00:53<00:27,  5.25it/s, loss=0.539, pair=0.513, adv=3.212, sprd=0.006]
Ep 033/60 [S2:+mat]:  68%|██ | 300/444 [00:53<00:27,  5.25it/s, loss=0.435, pair=0.000, adv=3.088, sprd=0.002]
Ep 033/60 [S2:+mat]:  68%|██ | 301/444 [00:53<00:28,  5.03it/s, loss=0.435, pair=0.000, adv=3.088, sprd=0.002]
Ep 033/60 [S2:+mat]:  68%|██ | 301/444 [00:53<00:28,  5.03it/s, loss=0.397, pair=0.000, adv=3.376, sprd=0.005]
Ep 033/60 [S2:+mat]:  68%|██ | 302/444 [00:53<00:26,  5.31it/s, loss=0.397, pair=0.000, adv=3.376, sprd=0.005]
Ep 033/60 [S2:+mat]:  68%|█▎| 302/444 [00:53<00:26,  5.31it/s, loss=5.040, pair=15.516, adv=3.208, sprd=0.005]
Ep 033/60 [S2:+mat]:  68%|█▎| 303/444 [00:53<00:29,  4.85it/s, loss=5.040, pair=15.516, adv=3.208, sprd=0.005]
Ep 033/60 [S2:+mat]:  68%|██ | 303/444 [00:54<00:29,  4.85it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  68%|██ | 304/444 [00:54<00:26,  5.31it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  68%|██ | 304/444 [00:54<00:26,  5.31it/s, loss=1.098, pair=1.637, adv=3.258, sprd=0.005]
Ep 033/60 [S2:+mat]:  69%|██ | 305/444 [00:54<00:27,  5.08it/s, loss=1.098, pair=1.637, adv=3.258, sprd=0.005]
Ep 033/60 [S2:+mat]:  69%|██ | 305/444 [00:54<00:27,  5.08it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  69%|██ | 306/444 [00:54<00:26,  5.25it/s, loss=0.095, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  69%|██ | 306/444 [00:54<00:26,  5.25it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  69%|██ | 307/444 [00:54<00:27,  4.96it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  69%|██ | 307/444 [00:54<00:27,  4.96it/s, loss=0.835, pair=1.528, adv=3.194, sprd=0.003]
Ep 033/60 [S2:+mat]:  69%|██ | 308/444 [00:54<00:24,  5.49it/s, loss=0.835, pair=1.528, adv=3.194, sprd=0.003]
Ep 033/60 [S2:+mat]:  69%|██ | 308/444 [00:54<00:24,  5.49it/s, loss=1.716, pair=4.512, adv=3.002, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|██ | 309/444 [00:54<00:25,  5.23it/s, loss=1.716, pair=4.512, adv=3.002, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|██ | 309/444 [00:55<00:25,  5.23it/s, loss=1.569, pair=3.971, adv=3.209, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|██ | 310/444 [00:55<00:23,  5.65it/s, loss=1.569, pair=3.971, adv=3.209, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|██ | 310/444 [00:55<00:23,  5.65it/s, loss=1.962, pair=5.277, adv=3.245, sprd=0.002]
Ep 033/60 [S2:+mat]:  70%|██ | 311/444 [00:55<00:26,  5.05it/s, loss=1.962, pair=5.277, adv=3.245, sprd=0.002]
Ep 033/60 [S2:+mat]:  70%|██ | 311/444 [00:55<00:26,  5.05it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|██ | 312/444 [00:55<00:25,  5.24it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|█▍| 312/444 [00:55<00:25,  5.24it/s, loss=4.342, pair=13.250, adv=3.068, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|█▍| 313/444 [00:55<00:25,  5.06it/s, loss=4.342, pair=13.250, adv=3.068, sprd=0.003]
Ep 033/60 [S2:+mat]:  70%|██ | 313/444 [00:55<00:25,  5.06it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  71%|██ | 314/444 [00:55<00:24,  5.24it/s, loss=0.114, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  71%|██ | 314/444 [00:56<00:24,  5.24it/s, loss=0.385, pair=0.000, adv=3.240, sprd=0.003]
Ep 033/60 [S2:+mat]:  71%|██▏| 315/444 [00:56<00:26,  4.87it/s, loss=0.385, pair=0.000, adv=3.240, sprd=0.003]
Ep 033/60 [S2:+mat]:  71%|██▏| 315/444 [00:56<00:26,  4.87it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  71%|██▏| 316/444 [00:56<00:24,  5.19it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  71%|██▏| 316/444 [00:56<00:24,  5.19it/s, loss=1.511, pair=3.918, adv=2.794, sprd=0.002]
Ep 033/60 [S2:+mat]:  71%|██▏| 317/444 [00:56<00:25,  4.99it/s, loss=1.511, pair=3.918, adv=2.794, sprd=0.002]
Ep 033/60 [S2:+mat]:  71%|██▏| 317/444 [00:56<00:25,  4.99it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  72%|██▏| 318/444 [00:56<00:24,  5.19it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  72%|██▏| 318/444 [00:56<00:24,  5.19it/s, loss=0.424, pair=0.247, adv=2.877, sprd=0.003]
Ep 033/60 [S2:+mat]:  72%|██▏| 319/444 [00:56<00:24,  5.17it/s, loss=0.424, pair=0.247, adv=2.877, sprd=0.003]
Ep 033/60 [S2:+mat]:  72%|██▏| 319/444 [00:57<00:24,  5.17it/s, loss=2.388, pair=6.699, adv=3.275, sprd=0.002]
Ep 033/60 [S2:+mat]:  72%|██▏| 320/444 [00:57<00:22,  5.57it/s, loss=2.388, pair=6.699, adv=3.275, sprd=0.002]
Ep 033/60 [S2:+mat]:  72%|██▏| 320/444 [00:57<00:22,  5.57it/s, loss=0.442, pair=0.116, adv=3.650, sprd=0.003]
Ep 033/60 [S2:+mat]:  72%|██▏| 321/444 [00:57<00:23,  5.31it/s, loss=0.442, pair=0.116, adv=3.650, sprd=0.003]
Ep 033/60 [S2:+mat]:  72%|█▍| 321/444 [00:57<00:23,  5.31it/s, loss=3.828, pair=11.547, adv=3.095, sprd=0.002]
Ep 033/60 [S2:+mat]:  73%|█▍| 322/444 [00:57<00:22,  5.51it/s, loss=3.828, pair=11.547, adv=3.095, sprd=0.002]
Ep 033/60 [S2:+mat]:  73%|██▏| 322/444 [00:57<00:22,  5.51it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  73%|██▏| 323/444 [00:57<00:22,  5.28it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  73%|██▏| 323/444 [00:57<00:22,  5.28it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  73%|██▏| 324/444 [00:57<00:22,  5.43it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.005]
Ep 033/60 [S2:+mat]:  73%|██▏| 324/444 [00:58<00:22,  5.43it/s, loss=2.046, pair=5.547, adv=3.243, sprd=0.002]
Ep 033/60 [S2:+mat]:  73%|██▏| 325/444 [00:58<00:22,  5.25it/s, loss=2.046, pair=5.547, adv=3.243, sprd=0.002]
Ep 033/60 [S2:+mat]:  73%|██▏| 325/444 [00:58<00:22,  5.25it/s, loss=0.392, pair=0.059, adv=3.182, sprd=0.002]
Ep 033/60 [S2:+mat]:  73%|██▏| 326/444 [00:58<00:20,  5.69it/s, loss=0.392, pair=0.059, adv=3.182, sprd=0.002]
Ep 033/60 [S2:+mat]:  73%|█▍| 326/444 [00:58<00:20,  5.69it/s, loss=8.075, pair=25.703, adv=3.070, sprd=0.002]
Ep 033/60 [S2:+mat]:  74%|█▍| 327/444 [00:58<00:21,  5.39it/s, loss=8.075, pair=25.703, adv=3.070, sprd=0.002]
Ep 033/60 [S2:+mat]:  74%|██▏| 327/444 [00:58<00:21,  5.39it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  74%|██▏| 328/444 [00:58<00:19,  5.86it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  74%|██▏| 328/444 [00:58<00:19,  5.86it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  74%|██▏| 329/444 [00:58<00:20,  5.65it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  74%|██▏| 329/444 [00:58<00:20,  5.65it/s, loss=1.326, pair=3.209, adv=3.023, sprd=0.002]
Ep 033/60 [S2:+mat]:  74%|██▏| 330/444 [00:58<00:18,  6.06it/s, loss=1.326, pair=3.209, adv=3.023, sprd=0.002]
Ep 033/60 [S2:+mat]:  74%|█▍| 330/444 [00:59<00:18,  6.06it/s, loss=5.249, pair=16.391, adv=2.659, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|█▍| 331/444 [00:59<00:19,  5.81it/s, loss=5.249, pair=16.391, adv=2.659, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|██▏| 331/444 [00:59<00:19,  5.81it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  75%|██▏| 332/444 [00:59<00:18,  6.21it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.004]
Ep 033/60 [S2:+mat]:  75%|██▏| 332/444 [00:59<00:18,  6.21it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|██▎| 333/444 [00:59<00:18,  5.94it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|██▎| 333/444 [00:59<00:18,  5.94it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|██▎| 334/444 [00:59<00:17,  6.31it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|██▎| 334/444 [00:59<00:17,  6.31it/s, loss=0.793, pair=1.483, adv=2.929, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|██▎| 335/444 [00:59<00:18,  5.93it/s, loss=0.793, pair=1.483, adv=2.929, sprd=0.002]
Ep 033/60 [S2:+mat]:  75%|██▎| 335/444 [00:59<00:18,  5.93it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  76%|██▎| 336/444 [00:59<00:17,  6.31it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  76%|██▎| 336/444 [01:00<00:17,  6.31it/s, loss=0.597, pair=0.810, adv=2.869, sprd=0.003]
Ep 033/60 [S2:+mat]:  76%|██▎| 337/444 [01:00<00:17,  5.95it/s, loss=0.597, pair=0.810, adv=2.869, sprd=0.003]
Ep 033/60 [S2:+mat]:  76%|██▎| 337/444 [01:00<00:17,  5.95it/s, loss=2.719, pair=7.902, adv=2.932, sprd=0.002]
Ep 033/60 [S2:+mat]:  76%|██▎| 338/444 [01:00<00:16,  6.29it/s, loss=2.719, pair=7.902, adv=2.932, sprd=0.002]
Ep 033/60 [S2:+mat]:  76%|██▎| 338/444 [01:00<00:16,  6.29it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  76%|██▎| 339/444 [01:00<00:18,  5.79it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  76%|██▎| 339/444 [01:00<00:18,  5.79it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 340/444 [01:00<00:16,  6.20it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|█▌| 340/444 [01:00<00:16,  6.20it/s, loss=3.687, pair=10.984, adv=3.364, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|█▌| 341/444 [01:00<00:17,  5.95it/s, loss=3.687, pair=10.984, adv=3.364, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 341/444 [01:00<00:17,  5.95it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 342/444 [01:00<00:16,  6.31it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 342/444 [01:00<00:16,  6.31it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 343/444 [01:00<00:16,  5.98it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 343/444 [01:01<00:16,  5.98it/s, loss=0.734, pair=1.325, adv=2.827, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 344/444 [01:01<00:15,  6.31it/s, loss=0.734, pair=1.325, adv=2.827, sprd=0.002]
Ep 033/60 [S2:+mat]:  77%|██▎| 344/444 [01:01<00:15,  6.31it/s, loss=0.471, pair=0.481, adv=2.722, sprd=0.001]
Ep 033/60 [S2:+mat]:  78%|██▎| 345/444 [01:01<00:16,  6.01it/s, loss=0.471, pair=0.481, adv=2.722, sprd=0.001]
Ep 033/60 [S2:+mat]:  78%|█▌| 345/444 [01:01<00:16,  6.01it/s, loss=6.738, pair=21.266, adv=3.096, sprd=0.003]
Ep 033/60 [S2:+mat]:  78%|█▌| 346/444 [01:01<00:15,  6.36it/s, loss=6.738, pair=21.266, adv=3.096, sprd=0.003]
Ep 033/60 [S2:+mat]:  78%|██▎| 346/444 [01:01<00:15,  6.36it/s, loss=1.625, pair=4.242, adv=3.029, sprd=0.002]
Ep 033/60 [S2:+mat]:  78%|██▎| 347/444 [01:01<00:16,  6.02it/s, loss=1.625, pair=4.242, adv=3.029, sprd=0.002]
Ep 033/60 [S2:+mat]:  78%|██▎| 347/444 [01:01<00:16,  6.02it/s, loss=1.765, pair=4.699, adv=2.950, sprd=0.002]
Ep 033/60 [S2:+mat]:  78%|██▎| 348/444 [01:01<00:15,  6.36it/s, loss=1.765, pair=4.699, adv=2.950, sprd=0.002]
Ep 033/60 [S2:+mat]:  78%|██▎| 348/444 [01:01<00:15,  6.36it/s, loss=0.889, pair=1.730, adv=3.143, sprd=0.002]
Ep 033/60 [S2:+mat]:  79%|██▎| 349/444 [01:01<00:16,  5.87it/s, loss=0.889, pair=1.730, adv=3.143, sprd=0.002]
Ep 033/60 [S2:+mat]:  79%|██▎| 349/444 [01:02<00:16,  5.87it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  79%|██▎| 350/444 [01:02<00:15,  6.26it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.001]
Ep 033/60 [S2:+mat]:  79%|██▎| 350/444 [01:02<00:15,  6.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  79%|██▎| 351/444 [01:02<00:15,  5.96it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  79%|█▌| 351/444 [01:02<00:15,  5.96it/s, loss=3.970, pair=12.016, adv=3.124, sprd=0.002]
Ep 033/60 [S2:+mat]:  79%|█▌| 352/444 [01:02<00:14,  6.32it/s, loss=3.970, pair=12.016, adv=3.124, sprd=0.002]
Ep 033/60 [S2:+mat]:  79%|██▍| 352/444 [01:02<00:14,  6.32it/s, loss=0.513, pair=0.544, adv=2.924, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 353/444 [01:02<00:15,  5.91it/s, loss=0.513, pair=0.544, adv=2.924, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 353/444 [01:02<00:15,  5.91it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 354/444 [01:02<00:14,  6.26it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 354/444 [01:02<00:14,  6.26it/s, loss=0.450, pair=0.262, adv=3.132, sprd=0.003]
Ep 033/60 [S2:+mat]:  80%|██▍| 355/444 [01:02<00:15,  5.85it/s, loss=0.450, pair=0.262, adv=3.132, sprd=0.003]
Ep 033/60 [S2:+mat]:  80%|██▍| 355/444 [01:03<00:15,  5.85it/s, loss=0.414, pair=0.247, adv=2.902, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 356/444 [01:03<00:14,  6.17it/s, loss=0.414, pair=0.247, adv=2.902, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 356/444 [01:03<00:14,  6.17it/s, loss=2.620, pair=7.512, adv=3.102, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 357/444 [01:03<00:14,  5.87it/s, loss=2.620, pair=7.512, adv=3.102, sprd=0.002]
Ep 033/60 [S2:+mat]:  80%|██▍| 357/444 [01:03<00:14,  5.87it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 358/444 [01:03<00:13,  6.23it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 358/444 [01:03<00:13,  6.23it/s, loss=0.419, pair=0.091, adv=3.602, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 359/444 [01:03<00:14,  5.89it/s, loss=0.419, pair=0.091, adv=3.602, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 359/444 [01:03<00:14,  5.89it/s, loss=0.355, pair=0.000, adv=2.934, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 360/444 [01:03<00:13,  6.23it/s, loss=0.355, pair=0.000, adv=2.934, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 360/444 [01:03<00:13,  6.23it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 361/444 [01:03<00:14,  5.92it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  81%|██▍| 361/444 [01:04<00:14,  5.92it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  82%|██▍| 362/444 [01:04<00:13,  6.27it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  82%|██▍| 362/444 [01:04<00:13,  6.27it/s, loss=0.378, pair=0.020, adv=3.127, sprd=0.002]
Ep 033/60 [S2:+mat]:  82%|██▍| 363/444 [01:04<00:13,  6.00it/s, loss=0.378, pair=0.020, adv=3.127, sprd=0.002]
Ep 033/60 [S2:+mat]:  82%|██▍| 363/444 [01:04<00:13,  6.00it/s, loss=0.500, pair=0.513, adv=2.868, sprd=0.003]
Ep 033/60 [S2:+mat]:  82%|██▍| 364/444 [01:04<00:12,  6.32it/s, loss=0.500, pair=0.513, adv=2.868, sprd=0.003]
Ep 033/60 [S2:+mat]:  82%|██▍| 364/444 [01:04<00:12,  6.32it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  82%|██▍| 365/444 [01:04<00:13,  6.01it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  82%|██▍| 365/444 [01:04<00:13,  6.01it/s, loss=3.049, pair=9.078, adv=2.674, sprd=0.002]
Ep 033/60 [S2:+mat]:  82%|██▍| 366/444 [01:04<00:12,  6.33it/s, loss=3.049, pair=9.078, adv=2.674, sprd=0.002]
Ep 033/60 [S2:+mat]:  82%|██▍| 366/444 [01:04<00:12,  6.33it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  83%|██▍| 367/444 [01:04<00:13,  5.91it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  83%|██▍| 367/444 [01:05<00:13,  5.91it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  83%|██▍| 368/444 [01:05<00:12,  6.26it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  83%|█▋| 368/444 [01:05<00:12,  6.26it/s, loss=4.329, pair=13.148, adv=3.272, sprd=0.003]
Ep 033/60 [S2:+mat]:  83%|█▋| 369/444 [01:05<00:12,  5.86it/s, loss=4.329, pair=13.148, adv=3.272, sprd=0.003]
Ep 033/60 [S2:+mat]:  83%|██▍| 369/444 [01:05<00:12,  5.86it/s, loss=0.980, pair=2.043, adv=3.125, sprd=0.002]
Ep 033/60 [S2:+mat]:  83%|██▌| 370/444 [01:05<00:11,  6.19it/s, loss=0.980, pair=2.043, adv=3.125, sprd=0.002]
Ep 033/60 [S2:+mat]:  83%|██▌| 370/444 [01:05<00:11,  6.19it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|██▌| 371/444 [01:05<00:12,  5.83it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|██▌| 371/444 [01:05<00:12,  5.83it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  84%|██▌| 372/444 [01:05<00:11,  6.19it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  84%|██▌| 372/444 [01:05<00:11,  6.19it/s, loss=0.517, pair=0.262, adv=3.175, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|██▌| 373/444 [01:05<00:12,  5.74it/s, loss=0.517, pair=0.262, adv=3.175, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|█▋| 373/444 [01:06<00:12,  5.74it/s, loss=4.853, pair=15.031, adv=2.902, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|█▋| 374/444 [01:06<00:11,  6.12it/s, loss=4.853, pair=15.031, adv=2.902, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|██▌| 374/444 [01:06<00:11,  6.12it/s, loss=0.762, pair=1.293, adv=3.228, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|██▌| 375/444 [01:06<00:11,  5.78it/s, loss=0.762, pair=1.293, adv=3.228, sprd=0.002]
Ep 033/60 [S2:+mat]:  84%|██▌| 375/444 [01:06<00:11,  5.78it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  85%|██▌| 376/444 [01:06<00:11,  6.16it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  85%|██▌| 376/444 [01:06<00:11,  6.16it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  85%|██▌| 377/444 [01:06<00:11,  5.81it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  85%|██▌| 377/444 [01:06<00:11,  5.81it/s, loss=1.387, pair=3.324, adv=3.349, sprd=0.002]
Ep 033/60 [S2:+mat]:  85%|██▌| 378/444 [01:06<00:10,  6.18it/s, loss=1.387, pair=3.324, adv=3.349, sprd=0.002]
Ep 033/60 [S2:+mat]:  85%|██▌| 378/444 [01:06<00:10,  6.18it/s, loss=0.392, pair=0.012, adv=3.558, sprd=0.002]
Ep 033/60 [S2:+mat]:  85%|██▌| 379/444 [01:06<00:11,  5.83it/s, loss=0.392, pair=0.012, adv=3.558, sprd=0.002]
Ep 033/60 [S2:+mat]:  85%|██▌| 379/444 [01:07<00:11,  5.83it/s, loss=0.573, pair=0.778, adv=2.869, sprd=0.002]
Ep 033/60 [S2:+mat]:  86%|██▌| 380/444 [01:07<00:10,  6.20it/s, loss=0.573, pair=0.778, adv=2.869, sprd=0.002]
Ep 033/60 [S2:+mat]:  86%|██▌| 380/444 [01:07<00:10,  6.20it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  86%|██▌| 381/444 [01:07<00:10,  5.83it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  86%|█▋| 381/444 [01:07<00:10,  5.83it/s, loss=4.464, pair=13.703, adv=3.002, sprd=0.002]
Ep 033/60 [S2:+mat]:  86%|█▋| 382/444 [01:07<00:10,  6.20it/s, loss=4.464, pair=13.703, adv=3.002, sprd=0.002]
Ep 033/60 [S2:+mat]:  86%|██▌| 382/444 [01:07<00:10,  6.20it/s, loss=0.385, pair=0.028, adv=3.249, sprd=0.003]
Ep 033/60 [S2:+mat]:  86%|██▌| 383/444 [01:07<00:10,  5.85it/s, loss=0.385, pair=0.028, adv=3.249, sprd=0.003]
Ep 033/60 [S2:+mat]:  86%|██▌| 383/444 [01:07<00:10,  5.85it/s, loss=2.890, pair=8.391, adv=3.278, sprd=0.003]
Ep 033/60 [S2:+mat]:  86%|██▌| 384/444 [01:07<00:09,  6.19it/s, loss=2.890, pair=8.391, adv=3.278, sprd=0.003]
Ep 033/60 [S2:+mat]:  86%|██▌| 384/444 [01:07<00:09,  6.19it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|██▌| 385/444 [01:07<00:10,  5.83it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|█▋| 385/444 [01:08<00:10,  5.83it/s, loss=5.915, pair=18.453, adv=3.299, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|█▋| 386/444 [01:08<00:09,  6.19it/s, loss=5.915, pair=18.453, adv=3.299, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|█▋| 386/444 [01:08<00:09,  6.19it/s, loss=4.479, pair=13.445, adv=3.200, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|█▋| 387/444 [01:08<00:09,  5.87it/s, loss=4.479, pair=13.445, adv=3.200, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|██▌| 387/444 [01:08<00:09,  5.87it/s, loss=0.368, pair=0.000, adv=3.143, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|██▌| 388/444 [01:08<00:09,  6.22it/s, loss=0.368, pair=0.000, adv=3.143, sprd=0.002]
Ep 033/60 [S2:+mat]:  87%|██▌| 388/444 [01:08<00:09,  6.22it/s, loss=0.480, pair=0.466, adv=2.840, sprd=0.002]
Ep 033/60 [S2:+mat]:  88%|██▋| 389/444 [01:08<00:09,  5.71it/s, loss=0.480, pair=0.466, adv=2.840, sprd=0.002]
Ep 033/60 [S2:+mat]:  88%|██▋| 389/444 [01:08<00:09,  5.71it/s, loss=1.239, pair=2.809, adv=3.390, sprd=0.002]
Ep 033/60 [S2:+mat]:  88%|██▋| 390/444 [01:08<00:08,  6.10it/s, loss=1.239, pair=2.809, adv=3.390, sprd=0.002]
Ep 033/60 [S2:+mat]:  88%|██▋| 390/444 [01:08<00:08,  6.10it/s, loss=0.359, pair=0.000, adv=3.024, sprd=0.003]
Ep 033/60 [S2:+mat]:  88%|██▋| 391/444 [01:08<00:09,  5.59it/s, loss=0.359, pair=0.000, adv=3.024, sprd=0.003]
Ep 033/60 [S2:+mat]:  88%|█▊| 391/444 [01:09<00:09,  5.59it/s, loss=6.061, pair=18.953, adv=3.290, sprd=0.002]
Ep 033/60 [S2:+mat]:  88%|█▊| 392/444 [01:09<00:08,  5.98it/s, loss=6.061, pair=18.953, adv=3.290, sprd=0.002]
Ep 033/60 [S2:+mat]:  88%|█▊| 392/444 [01:09<00:08,  5.98it/s, loss=4.720, pair=14.516, adv=3.090, sprd=0.002]
Ep 033/60 [S2:+mat]:  89%|█▊| 393/444 [01:09<00:09,  5.66it/s, loss=4.720, pair=14.516, adv=3.090, sprd=0.002]
Ep 033/60 [S2:+mat]:  89%|█▊| 393/444 [01:09<00:09,  5.66it/s, loss=4.689, pair=14.422, adv=3.177, sprd=0.003]
Ep 033/60 [S2:+mat]:  89%|█▊| 394/444 [01:09<00:08,  6.05it/s, loss=4.689, pair=14.422, adv=3.177, sprd=0.003]
Ep 033/60 [S2:+mat]:  89%|██▋| 394/444 [01:09<00:08,  6.05it/s, loss=0.928, pair=1.919, adv=2.983, sprd=0.002]
Ep 033/60 [S2:+mat]:  89%|██▋| 395/444 [01:09<00:08,  5.70it/s, loss=0.928, pair=1.919, adv=2.983, sprd=0.002]
Ep 033/60 [S2:+mat]:  89%|██▋| 395/444 [01:09<00:08,  5.70it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  89%|██▋| 396/444 [01:09<00:07,  6.09it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  89%|██▋| 396/444 [01:09<00:07,  6.09it/s, loss=2.327, pair=6.480, adv=3.309, sprd=0.003]
Ep 033/60 [S2:+mat]:  89%|██▋| 397/444 [01:09<00:08,  5.81it/s, loss=2.327, pair=6.480, adv=3.309, sprd=0.003]
Ep 033/60 [S2:+mat]:  89%|█▊| 397/444 [01:10<00:08,  5.81it/s, loss=6.185, pair=19.312, adv=3.461, sprd=0.004]
Ep 033/60 [S2:+mat]:  90%|█▊| 398/444 [01:10<00:07,  6.19it/s, loss=6.185, pair=19.312, adv=3.461, sprd=0.004]
Ep 033/60 [S2:+mat]:  90%|██▋| 398/444 [01:10<00:07,  6.19it/s, loss=0.552, pair=0.387, adv=3.062, sprd=0.002]
Ep 033/60 [S2:+mat]:  90%|██▋| 399/444 [01:10<00:07,  5.82it/s, loss=0.552, pair=0.387, adv=3.062, sprd=0.002]
Ep 033/60 [S2:+mat]:  90%|██▋| 399/444 [01:10<00:07,  5.82it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  90%|██▋| 400/444 [01:10<00:07,  6.19it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  90%|██▋| 400/444 [01:10<00:07,  6.19it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  90%|██▋| 401/444 [01:10<00:07,  5.88it/s, loss=0.079, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  90%|██▋| 401/444 [01:10<00:07,  5.88it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  91%|██▋| 402/444 [01:10<00:06,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  91%|██▋| 402/444 [01:10<00:06,  6.18it/s, loss=0.383, pair=0.000, adv=3.338, sprd=0.002]
Ep 033/60 [S2:+mat]:  91%|██▋| 403/444 [01:10<00:07,  5.78it/s, loss=0.383, pair=0.000, adv=3.338, sprd=0.002]
Ep 033/60 [S2:+mat]:  91%|██▋| 403/444 [01:11<00:07,  5.78it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  91%|██▋| 404/444 [01:11<00:06,  6.16it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  91%|██▋| 404/444 [01:11<00:06,  6.16it/s, loss=0.373, pair=0.000, adv=3.185, sprd=0.003]
Ep 033/60 [S2:+mat]:  91%|██▋| 405/444 [01:11<00:06,  5.85it/s, loss=0.373, pair=0.000, adv=3.185, sprd=0.003]
Ep 033/60 [S2:+mat]:  91%|██▋| 405/444 [01:11<00:06,  5.85it/s, loss=1.229, pair=2.777, adv=3.464, sprd=0.005]
Ep 033/60 [S2:+mat]:  91%|██▋| 406/444 [01:11<00:06,  6.22it/s, loss=1.229, pair=2.777, adv=3.464, sprd=0.005]
Ep 033/60 [S2:+mat]:  91%|██▋| 406/444 [01:11<00:06,  6.22it/s, loss=2.898, pair=8.484, adv=2.983, sprd=0.002]
Ep 033/60 [S2:+mat]:  92%|██▊| 407/444 [01:11<00:06,  5.68it/s, loss=2.898, pair=8.484, adv=2.983, sprd=0.002]
Ep 033/60 [S2:+mat]:  92%|██▊| 407/444 [01:11<00:06,  5.68it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  92%|██▊| 408/444 [01:11<00:05,  6.08it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  92%|█▊| 408/444 [01:11<00:05,  6.08it/s, loss=3.792, pair=11.359, adv=3.269, sprd=0.002]
Ep 033/60 [S2:+mat]:  92%|█▊| 409/444 [01:11<00:06,  5.69it/s, loss=3.792, pair=11.359, adv=3.269, sprd=0.002]
Ep 033/60 [S2:+mat]:  92%|██▊| 409/444 [01:12<00:06,  5.69it/s, loss=1.659, pair=4.254, adv=3.342, sprd=0.002]
Ep 033/60 [S2:+mat]:  92%|██▊| 410/444 [01:12<00:05,  6.10it/s, loss=1.659, pair=4.254, adv=3.342, sprd=0.002]
Ep 033/60 [S2:+mat]:  92%|██▊| 410/444 [01:12<00:05,  6.10it/s, loss=2.007, pair=5.512, adv=3.026, sprd=0.001]
Ep 033/60 [S2:+mat]:  93%|██▊| 411/444 [01:12<00:05,  5.76it/s, loss=2.007, pair=5.512, adv=3.026, sprd=0.001]
Ep 033/60 [S2:+mat]:  93%|█▊| 411/444 [01:12<00:05,  5.76it/s, loss=4.073, pair=12.391, adv=3.007, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|█▊| 412/444 [01:12<00:05,  6.13it/s, loss=4.073, pair=12.391, adv=3.007, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|██▊| 412/444 [01:12<00:05,  6.13it/s, loss=2.120, pair=5.766, adv=3.751, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|██▊| 413/444 [01:12<00:05,  5.84it/s, loss=2.120, pair=5.766, adv=3.751, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|██▊| 413/444 [01:12<00:05,  5.84it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|██▊| 414/444 [01:12<00:04,  6.20it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|██▊| 414/444 [01:12<00:04,  6.20it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|██▊| 415/444 [01:12<00:04,  5.83it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  93%|█▊| 415/444 [01:13<00:04,  5.83it/s, loss=5.159, pair=15.953, adv=3.266, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|█▊| 416/444 [01:13<00:04,  6.11it/s, loss=5.159, pair=15.953, adv=3.266, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|██▊| 416/444 [01:13<00:04,  6.11it/s, loss=0.789, pair=1.348, adv=3.690, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|██▊| 417/444 [01:13<00:04,  5.82it/s, loss=0.789, pair=1.348, adv=3.690, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|██▊| 417/444 [01:13<00:04,  5.82it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|██▊| 418/444 [01:13<00:04,  6.21it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|██▊| 418/444 [01:13<00:04,  6.21it/s, loss=1.638, pair=4.223, adv=3.166, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|██▊| 419/444 [01:13<00:04,  5.78it/s, loss=1.638, pair=4.223, adv=3.166, sprd=0.002]
Ep 033/60 [S2:+mat]:  94%|██▊| 419/444 [01:13<00:04,  5.78it/s, loss=0.493, pair=0.349, adv=3.402, sprd=0.004]
Ep 033/60 [S2:+mat]:  95%|██▊| 420/444 [01:13<00:03,  6.15it/s, loss=0.493, pair=0.349, adv=3.402, sprd=0.004]
Ep 033/60 [S2:+mat]:  95%|█▉| 420/444 [01:14<00:03,  6.15it/s, loss=4.412, pair=13.453, adv=3.237, sprd=0.003]
Ep 033/60 [S2:+mat]:  95%|█▉| 421/444 [01:14<00:03,  5.76it/s, loss=4.412, pair=13.453, adv=3.237, sprd=0.003]
Ep 033/60 [S2:+mat]:  95%|█▉| 421/444 [01:14<00:03,  5.76it/s, loss=4.985, pair=15.328, adv=3.555, sprd=0.003]
Ep 033/60 [S2:+mat]:  95%|█▉| 422/444 [01:14<00:03,  6.15it/s, loss=4.985, pair=15.328, adv=3.555, sprd=0.003]
Ep 033/60 [S2:+mat]:  95%|██▊| 422/444 [01:14<00:03,  6.15it/s, loss=0.460, pair=0.231, adv=3.479, sprd=0.002]
Ep 033/60 [S2:+mat]:  95%|██▊| 423/444 [01:14<00:03,  5.69it/s, loss=0.460, pair=0.231, adv=3.479, sprd=0.002]
Ep 033/60 [S2:+mat]:  95%|██▊| 423/444 [01:14<00:03,  5.69it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  95%|██▊| 424/444 [01:14<00:03,  6.09it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  95%|█▉| 424/444 [01:14<00:03,  6.09it/s, loss=6.305, pair=19.766, adv=3.200, sprd=0.002]
Ep 033/60 [S2:+mat]:  96%|█▉| 425/444 [01:14<00:03,  5.75it/s, loss=6.305, pair=19.766, adv=3.200, sprd=0.002]
Ep 033/60 [S2:+mat]:  96%|██▊| 425/444 [01:14<00:03,  5.75it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  96%|██▉| 426/444 [01:14<00:02,  6.14it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  96%|██▉| 426/444 [01:15<00:02,  6.14it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  96%|██▉| 427/444 [01:15<00:02,  5.71it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  96%|██▉| 427/444 [01:15<00:02,  5.71it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  96%|██▉| 428/444 [01:15<00:02,  6.12it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 033/60 [S2:+mat]:  96%|██▉| 428/444 [01:15<00:02,  6.12it/s, loss=2.635, pair=7.508, adv=3.630, sprd=0.002]
Ep 033/60 [S2:+mat]:  97%|██▉| 429/444 [01:15<00:02,  5.74it/s, loss=2.635, pair=7.508, adv=3.630, sprd=0.002]
Ep 033/60 [S2:+mat]:  97%|██▉| 429/444 [01:15<00:02,  5.74it/s, loss=2.886, pair=8.391, adv=3.165, sprd=0.003]
Ep 033/60 [S2:+mat]:  97%|██▉| 430/444 [01:15<00:02,  6.13it/s, loss=2.886, pair=8.391, adv=3.165, sprd=0.003]
Ep 033/60 [S2:+mat]:  97%|█▉| 430/444 [01:15<00:02,  6.13it/s, loss=4.146, pair=12.516, adv=3.663, sprd=0.003]
Ep 033/60 [S2:+mat]:  97%|█▉| 431/444 [01:15<00:02,  5.69it/s, loss=4.146, pair=12.516, adv=3.663, sprd=0.003]
Ep 033/60 [S2:+mat]:  97%|██▉| 431/444 [01:15<00:02,  5.69it/s, loss=0.406, pair=0.131, adv=3.056, sprd=0.002]
Ep 033/60 [S2:+mat]:  97%|██▉| 432/444 [01:15<00:01,  6.07it/s, loss=0.406, pair=0.131, adv=3.056, sprd=0.002]
Ep 033/60 [S2:+mat]:  97%|██▉| 432/444 [01:16<00:01,  6.07it/s, loss=0.625, pair=0.793, adv=3.468, sprd=0.003]
Ep 033/60 [S2:+mat]:  98%|██▉| 433/444 [01:16<00:01,  5.69it/s, loss=0.625, pair=0.793, adv=3.468, sprd=0.003]
Ep 033/60 [S2:+mat]:  98%|██▉| 433/444 [01:16<00:01,  5.69it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  98%|██▉| 434/444 [01:16<00:01,  6.09it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 033/60 [S2:+mat]:  98%|█▉| 434/444 [01:16<00:01,  6.09it/s, loss=4.558, pair=13.891, adv=3.504, sprd=0.003]
Ep 033/60 [S2:+mat]:  98%|█▉| 435/444 [01:16<00:01,  5.73it/s, loss=4.558, pair=13.891, adv=3.504, sprd=0.003]
Ep 033/60 [S2:+mat]:  98%|█▉| 435/444 [01:16<00:01,  5.73it/s, loss=4.431, pair=13.484, adv=3.343, sprd=0.002]
Ep 033/60 [S2:+mat]:  98%|█▉| 436/444 [01:16<00:01,  6.12it/s, loss=4.431, pair=13.484, adv=3.343, sprd=0.002]
Ep 033/60 [S2:+mat]:  98%|██▉| 436/444 [01:16<00:01,  6.12it/s, loss=2.092, pair=5.449, adv=3.410, sprd=0.002]
Ep 033/60 [S2:+mat]:  98%|██▉| 437/444 [01:16<00:01,  5.88it/s, loss=2.092, pair=5.449, adv=3.410, sprd=0.002]
Ep 033/60 [S2:+mat]:  98%|██▉| 437/444 [01:16<00:01,  5.88it/s, loss=0.423, pair=0.122, adv=3.439, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|██▉| 438/444 [01:16<00:00,  6.25it/s, loss=0.423, pair=0.122, adv=3.439, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|█▉| 438/444 [01:17<00:00,  6.25it/s, loss=3.528, pair=10.516, adv=3.193, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|█▉| 439/444 [01:17<00:00,  5.95it/s, loss=3.528, pair=10.516, adv=3.193, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|█▉| 439/444 [01:17<00:00,  5.95it/s, loss=4.160, pair=12.672, adv=3.083, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|█▉| 440/444 [01:17<00:00,  6.28it/s, loss=4.160, pair=12.672, adv=3.083, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|█▉| 440/444 [01:17<00:00,  6.28it/s, loss=4.734, pair=14.516, adv=3.284, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|█▉| 441/444 [01:17<00:00,  5.70it/s, loss=4.734, pair=14.516, adv=3.284, sprd=0.002]
Ep 033/60 [S2:+mat]:  99%|██▉| 441/444 [01:17<00:00,  5.70it/s, loss=2.151, pair=5.887, adv=3.346, sprd=0.002]
Ep 033/60 [S2:+mat]: 100%|██▉| 442/444 [01:17<00:00,  6.08it/s, loss=2.151, pair=5.887, adv=3.346, sprd=0.002]
Ep 033/60 [S2:+mat]: 100%|██▉| 442/444 [01:17<00:00,  6.08it/s, loss=1.005, pair=2.152, adv=3.009, sprd=0.003]
Ep 033/60 [S2:+mat]: 100%|██▉| 443/444 [01:17<00:00,  5.73it/s, loss=1.005, pair=2.152, adv=3.009, sprd=0.003]
Ep 033/60 [S2:+mat]: 100%|██▉| 443/444 [01:17<00:00,  5.73it/s, loss=0.737, pair=1.200, adv=3.108, sprd=0.004]
Ep 033/60 [S2:+mat]: 100%|███| 444/444 [01:17<00:00,  6.11it/s, loss=0.737, pair=1.200, adv=3.108, sprd=0.004]
                                                                                                              
Epoch 033/60 [S2:+mat]  loss=1.7252  mat=0.1755  sens=5.4394  pair=4.8042  adv=2.1280(rand=3.37)  deg=0.0117  orth=0.0041  spread=0.0027  q_mean=52.9  q_std=21.8  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.75e-05  78s

Ep 034/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 034/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=1.748, pair=4.508, adv=3.644, sprd=0.003]
Ep 034/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:26,  3.02it/s, loss=1.748, pair=4.508, adv=3.644, sprd=0.003]
Ep 034/60 [S2:+mat]:   0%|    | 1/444 [00:00<02:26,  3.02it/s, loss=4.161, pair=12.555, adv=3.677, sprd=0.003]
Ep 034/60 [S2:+mat]:   0%|    | 2/444 [00:00<01:36,  4.59it/s, loss=4.161, pair=12.555, adv=3.677, sprd=0.003]
Ep 034/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:36,  4.59it/s, loss=2.427, pair=6.766, adv=3.327, sprd=0.003]
Ep 034/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:32,  4.79it/s, loss=2.427, pair=6.766, adv=3.327, sprd=0.003]
Ep 034/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:32,  4.79it/s, loss=2.890, pair=8.484, adv=2.738, sprd=0.002]
Ep 034/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:19,  5.51it/s, loss=2.890, pair=8.484, adv=2.738, sprd=0.002]
Ep 034/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:19,  5.51it/s, loss=0.845, pair=1.575, adv=3.143, sprd=0.002]
Ep 034/60 [S2:+mat]:   1%|     | 5/444 [00:00<01:21,  5.40it/s, loss=0.845, pair=1.575, adv=3.143, sprd=0.002]
Ep 034/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:21,  5.40it/s, loss=0.355, pair=0.000, adv=2.997, sprd=0.002]
Ep 034/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:13,  5.92it/s, loss=0.355, pair=0.000, adv=2.997, sprd=0.002]
Ep 034/60 [S2:+mat]:   1%|    | 6/444 [00:01<01:13,  5.92it/s, loss=4.989, pair=15.328, adv=3.323, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|    | 7/444 [00:01<01:17,  5.65it/s, loss=4.989, pair=15.328, adv=3.323, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:17,  5.65it/s, loss=0.407, pair=0.139, adv=3.082, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:11,  6.07it/s, loss=0.407, pair=0.139, adv=3.082, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:11,  6.07it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:16,  5.68it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:16,  5.68it/s, loss=0.627, pair=0.825, adv=3.107, sprd=0.004]
Ep 034/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:11,  6.10it/s, loss=0.627, pair=0.825, adv=3.107, sprd=0.004]
Ep 034/60 [S2:+mat]:   2%|    | 10/444 [00:01<01:11,  6.10it/s, loss=2.390, pair=6.699, adv=3.261, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|    | 11/444 [00:01<01:14,  5.82it/s, loss=2.390, pair=6.699, adv=3.261, sprd=0.003]
Ep 034/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:14,  5.82it/s, loss=2.650, pair=7.547, adv=3.509, sprd=0.003]
Ep 034/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:09,  6.19it/s, loss=2.650, pair=7.547, adv=3.509, sprd=0.003]
Ep 034/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:09,  6.19it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:13,  5.86it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:13,  5.86it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   3%|▏   | 14/444 [00:02<01:08,  6.26it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:08,  6.26it/s, loss=8.039, pair=25.547, adv=3.291, sprd=0.002]
Ep 034/60 [S2:+mat]:   3%|   | 15/444 [00:02<01:14,  5.78it/s, loss=8.039, pair=25.547, adv=3.291, sprd=0.002]
Ep 034/60 [S2:+mat]:   3%|▏   | 15/444 [00:02<01:14,  5.78it/s, loss=1.612, pair=4.180, adv=3.060, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:09,  6.17it/s, loss=1.612, pair=4.180, adv=3.060, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 16/444 [00:02<01:09,  6.17it/s, loss=3.360, pair=9.906, adv=3.358, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 17/444 [00:02<01:13,  5.82it/s, loss=3.360, pair=9.906, adv=3.358, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:13,  5.82it/s, loss=3.010, pair=8.922, adv=2.755, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:08,  6.20it/s, loss=3.010, pair=8.922, adv=2.755, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:08,  6.20it/s, loss=0.564, pair=0.575, adv=3.384, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.80it/s, loss=0.564, pair=0.575, adv=3.384, sprd=0.003]
Ep 034/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:13,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.17it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:08,  6.17it/s, loss=1.555, pair=3.822, adv=3.148, sprd=0.003]
Ep 034/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:13,  5.73it/s, loss=1.555, pair=3.822, adv=3.148, sprd=0.003]
Ep 034/60 [S2:+mat]:   5%|▏   | 21/444 [00:03<01:13,  5.73it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:   5%|▏   | 22/444 [00:03<01:08,  6.14it/s, loss=0.098, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:08,  6.14it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:13,  5.73it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:13,  5.73it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:08,  6.13it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:08,  6.13it/s, loss=1.163, pair=2.574, adv=3.463, sprd=0.002]
Ep 034/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.78it/s, loss=1.163, pair=2.574, adv=3.463, sprd=0.002]
Ep 034/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:12,  5.78it/s, loss=1.521, pair=3.668, adv=3.961, sprd=0.003]
Ep 034/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.17it/s, loss=1.521, pair=3.668, adv=3.961, sprd=0.003]
Ep 034/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.17it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   6%|▏   | 27/444 [00:04<01:10,  5.92it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   6%|▏  | 27/444 [00:04<01:10,  5.92it/s, loss=4.415, pair=13.414, adv=3.465, sprd=0.003]
Ep 034/60 [S2:+mat]:   6%|▏  | 28/444 [00:04<01:06,  6.29it/s, loss=4.415, pair=13.414, adv=3.465, sprd=0.003]
Ep 034/60 [S2:+mat]:   6%|▏  | 28/444 [00:04<01:06,  6.29it/s, loss=4.821, pair=14.812, adv=3.279, sprd=0.003]
Ep 034/60 [S2:+mat]:   7%|▏  | 29/444 [00:04<01:10,  5.91it/s, loss=4.821, pair=14.812, adv=3.279, sprd=0.003]
Ep 034/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:10,  5.91it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:05,  6.30it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   7%|▏  | 30/444 [00:05<01:05,  6.30it/s, loss=3.548, pair=10.531, adv=3.384, sprd=0.003]
Ep 034/60 [S2:+mat]:   7%|▏  | 31/444 [00:05<01:10,  5.84it/s, loss=3.548, pair=10.531, adv=3.384, sprd=0.003]
Ep 034/60 [S2:+mat]:   7%|▎   | 31/444 [00:05<01:10,  5.84it/s, loss=0.395, pair=0.000, adv=3.331, sprd=0.002]
Ep 034/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:06,  6.22it/s, loss=0.395, pair=0.000, adv=3.331, sprd=0.002]
Ep 034/60 [S2:+mat]:   7%|▎   | 32/444 [00:05<01:06,  6.22it/s, loss=3.060, pair=8.891, adv=3.456, sprd=0.002]
Ep 034/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:09,  5.94it/s, loss=3.060, pair=8.891, adv=3.456, sprd=0.002]
Ep 034/60 [S2:+mat]:   7%|▎   | 33/444 [00:05<01:09,  5.94it/s, loss=2.887, pair=8.336, adv=3.354, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:05,  6.30it/s, loss=2.887, pair=8.336, adv=3.354, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 34/444 [00:05<01:05,  6.30it/s, loss=0.384, pair=0.075, adv=3.021, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 35/444 [00:05<01:08,  5.93it/s, loss=0.384, pair=0.075, adv=3.021, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 35/444 [00:06<01:08,  5.93it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:04,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 36/444 [00:06<01:04,  6.31it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:08,  5.95it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   8%|▎   | 37/444 [00:06<01:08,  5.95it/s, loss=2.079, pair=5.637, adv=3.582, sprd=0.003]
Ep 034/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:04,  6.30it/s, loss=2.079, pair=5.637, adv=3.582, sprd=0.003]
Ep 034/60 [S2:+mat]:   9%|▎   | 38/444 [00:06<01:04,  6.30it/s, loss=0.407, pair=0.075, adv=3.280, sprd=0.003]
Ep 034/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:08,  5.92it/s, loss=0.407, pair=0.075, adv=3.280, sprd=0.003]
Ep 034/60 [S2:+mat]:   9%|▎   | 39/444 [00:06<01:08,  5.92it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.30it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   9%|▎   | 40/444 [00:06<01:04,  6.30it/s, loss=0.454, pair=0.012, adv=3.172, sprd=0.004]
Ep 034/60 [S2:+mat]:   9%|▎   | 41/444 [00:06<01:08,  5.89it/s, loss=0.454, pair=0.012, adv=3.172, sprd=0.004]
Ep 034/60 [S2:+mat]:   9%|▎   | 41/444 [00:07<01:08,  5.89it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.27it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:   9%|▍   | 42/444 [00:07<01:04,  6.27it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:05,  6.09it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  10%|▍   | 43/444 [00:07<01:05,  6.09it/s, loss=2.480, pair=6.992, adv=3.424, sprd=0.002]
Ep 034/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:02,  6.41it/s, loss=2.480, pair=6.992, adv=3.424, sprd=0.002]
Ep 034/60 [S2:+mat]:  10%|▍   | 44/444 [00:07<01:02,  6.41it/s, loss=2.395, pair=6.824, adv=2.918, sprd=0.003]
Ep 034/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:06,  6.00it/s, loss=2.395, pair=6.824, adv=2.918, sprd=0.003]
Ep 034/60 [S2:+mat]:  10%|▍   | 45/444 [00:07<01:06,  6.00it/s, loss=0.367, pair=0.069, adv=2.947, sprd=0.001]
Ep 034/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:02,  6.33it/s, loss=0.367, pair=0.069, adv=2.947, sprd=0.001]
Ep 034/60 [S2:+mat]:  10%|▍   | 46/444 [00:07<01:02,  6.33it/s, loss=2.214, pair=5.969, adv=2.916, sprd=0.002]
Ep 034/60 [S2:+mat]:  11%|▍   | 47/444 [00:07<01:07,  5.90it/s, loss=2.214, pair=5.969, adv=2.916, sprd=0.002]
Ep 034/60 [S2:+mat]:  11%|▍   | 47/444 [00:08<01:07,  5.90it/s, loss=0.382, pair=0.000, adv=3.268, sprd=0.004]
Ep 034/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:03,  6.26it/s, loss=0.382, pair=0.000, adv=3.268, sprd=0.004]
Ep 034/60 [S2:+mat]:  11%|▍   | 48/444 [00:08<01:03,  6.26it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  11%|▍   | 49/444 [00:08<01:08,  5.76it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  11%|▎  | 49/444 [00:08<01:08,  5.76it/s, loss=5.557, pair=17.359, adv=2.864, sprd=0.001]
Ep 034/60 [S2:+mat]:  11%|▎  | 50/444 [00:08<01:04,  6.14it/s, loss=5.557, pair=17.359, adv=2.864, sprd=0.001]
Ep 034/60 [S2:+mat]:  11%|▎  | 50/444 [00:08<01:04,  6.14it/s, loss=4.913, pair=15.094, adv=3.363, sprd=0.003]
Ep 034/60 [S2:+mat]:  11%|▎  | 51/444 [00:08<01:09,  5.64it/s, loss=4.913, pair=15.094, adv=3.363, sprd=0.003]
Ep 034/60 [S2:+mat]:  11%|▍   | 51/444 [00:08<01:09,  5.64it/s, loss=1.100, pair=2.355, adv=3.835, sprd=0.003]
Ep 034/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:04,  6.04it/s, loss=1.100, pair=2.355, adv=3.835, sprd=0.003]
Ep 034/60 [S2:+mat]:  12%|▍   | 52/444 [00:08<01:04,  6.04it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  12%|▍   | 53/444 [00:08<01:09,  5.64it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  12%|▍   | 53/444 [00:09<01:09,  5.64it/s, loss=1.679, pair=4.344, adv=3.328, sprd=0.001]
Ep 034/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:04,  6.05it/s, loss=1.679, pair=4.344, adv=3.328, sprd=0.001]
Ep 034/60 [S2:+mat]:  12%|▍   | 54/444 [00:09<01:04,  6.05it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:07,  5.76it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  12%|▍   | 55/444 [00:09<01:07,  5.76it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:02,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  13%|▌   | 56/444 [00:09<01:02,  6.18it/s, loss=0.642, pair=0.856, adv=3.224, sprd=0.002]
Ep 034/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.85it/s, loss=0.642, pair=0.856, adv=3.224, sprd=0.002]
Ep 034/60 [S2:+mat]:  13%|▌   | 57/444 [00:09<01:06,  5.85it/s, loss=0.688, pair=1.013, adv=3.352, sprd=0.002]
Ep 034/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:02,  6.22it/s, loss=0.688, pair=1.013, adv=3.352, sprd=0.002]
Ep 034/60 [S2:+mat]:  13%|▌   | 58/444 [00:09<01:02,  6.22it/s, loss=0.387, pair=0.000, adv=3.368, sprd=0.001]
Ep 034/60 [S2:+mat]:  13%|▌   | 59/444 [00:09<01:05,  5.87it/s, loss=0.387, pair=0.000, adv=3.368, sprd=0.001]
Ep 034/60 [S2:+mat]:  13%|▌   | 59/444 [00:10<01:05,  5.87it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:01,  6.24it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 60/444 [00:10<01:01,  6.24it/s, loss=3.268, pair=9.672, adv=3.088, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:03,  6.01it/s, loss=3.268, pair=9.672, adv=3.088, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 61/444 [00:10<01:03,  6.01it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 62/444 [00:10<01:00,  6.35it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▍  | 62/444 [00:10<01:00,  6.35it/s, loss=4.016, pair=12.273, adv=2.789, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▍  | 63/444 [00:10<01:04,  5.87it/s, loss=4.016, pair=12.273, adv=2.789, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 63/444 [00:10<01:04,  5.87it/s, loss=1.597, pair=4.059, adv=3.273, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:00,  6.25it/s, loss=1.597, pair=4.059, adv=3.273, sprd=0.002]
Ep 034/60 [S2:+mat]:  14%|▌   | 64/444 [00:10<01:00,  6.25it/s, loss=1.542, pair=3.846, adv=3.350, sprd=0.002]
Ep 034/60 [S2:+mat]:  15%|▌   | 65/444 [00:10<01:04,  5.87it/s, loss=1.542, pair=3.846, adv=3.350, sprd=0.002]
Ep 034/60 [S2:+mat]:  15%|▌   | 65/444 [00:11<01:04,  5.87it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.26it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  15%|▌   | 66/444 [00:11<01:00,  6.26it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:04,  5.83it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  15%|▌   | 67/444 [00:11<01:04,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.22it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  15%|▌   | 68/444 [00:11<01:00,  6.22it/s, loss=1.907, pair=5.102, adv=3.202, sprd=0.001]
Ep 034/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:02,  5.99it/s, loss=1.907, pair=5.102, adv=3.202, sprd=0.001]
Ep 034/60 [S2:+mat]:  16%|▌   | 69/444 [00:11<01:02,  5.99it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<00:58,  6.36it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  16%|▋   | 70/444 [00:11<00:58,  6.36it/s, loss=0.416, pair=0.137, adv=3.163, sprd=0.003]
Ep 034/60 [S2:+mat]:  16%|▋   | 71/444 [00:11<01:03,  5.84it/s, loss=0.416, pair=0.137, adv=3.163, sprd=0.003]
Ep 034/60 [S2:+mat]:  16%|▋   | 71/444 [00:12<01:03,  5.84it/s, loss=0.355, pair=0.000, adv=3.069, sprd=0.002]
Ep 034/60 [S2:+mat]:  16%|▋   | 72/444 [00:12<00:59,  6.23it/s, loss=0.355, pair=0.000, adv=3.069, sprd=0.002]
Ep 034/60 [S2:+mat]:  16%|▍  | 72/444 [00:12<00:59,  6.23it/s, loss=4.985, pair=15.398, adv=3.135, sprd=0.002]
Ep 034/60 [S2:+mat]:  16%|▍  | 73/444 [00:12<01:02,  5.91it/s, loss=4.985, pair=15.398, adv=3.135, sprd=0.002]
Ep 034/60 [S2:+mat]:  16%|▍  | 73/444 [00:12<01:02,  5.91it/s, loss=8.113, pair=25.844, adv=3.072, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▌  | 74/444 [00:12<00:59,  6.25it/s, loss=8.113, pair=25.844, adv=3.072, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▋   | 74/444 [00:12<00:59,  6.25it/s, loss=0.725, pair=1.278, adv=2.903, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:04,  5.75it/s, loss=0.725, pair=1.278, adv=2.903, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▋   | 75/444 [00:12<01:04,  5.75it/s, loss=0.551, pair=0.606, adv=3.201, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<01:00,  6.13it/s, loss=0.551, pair=0.606, adv=3.201, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▋   | 76/444 [00:12<01:00,  6.13it/s, loss=2.256, pair=6.285, adv=2.895, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▋   | 77/444 [00:12<01:02,  5.88it/s, loss=2.256, pair=6.285, adv=2.895, sprd=0.002]
Ep 034/60 [S2:+mat]:  17%|▋   | 77/444 [00:13<01:02,  5.88it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:58,  6.25it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  18%|▋   | 78/444 [00:13<00:58,  6.25it/s, loss=2.828, pair=8.172, adv=3.270, sprd=0.001]
Ep 034/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:01,  5.91it/s, loss=2.828, pair=8.172, adv=3.270, sprd=0.001]
Ep 034/60 [S2:+mat]:  18%|▋   | 79/444 [00:13<01:01,  5.91it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  18%|▋   | 80/444 [00:13<00:57,  6.29it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  18%|▌  | 80/444 [00:13<00:57,  6.29it/s, loss=4.558, pair=13.891, adv=3.506, sprd=0.003]
Ep 034/60 [S2:+mat]:  18%|▌  | 81/444 [00:13<01:02,  5.81it/s, loss=4.558, pair=13.891, adv=3.506, sprd=0.003]
Ep 034/60 [S2:+mat]:  18%|▋   | 81/444 [00:13<01:02,  5.81it/s, loss=0.389, pair=0.000, adv=3.614, sprd=0.004]
Ep 034/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.20it/s, loss=0.389, pair=0.000, adv=3.614, sprd=0.004]
Ep 034/60 [S2:+mat]:  18%|▋   | 82/444 [00:13<00:58,  6.20it/s, loss=0.976, pair=2.111, adv=2.884, sprd=0.002]
Ep 034/60 [S2:+mat]:  19%|▋   | 83/444 [00:13<01:01,  5.90it/s, loss=0.976, pair=2.111, adv=2.884, sprd=0.002]
Ep 034/60 [S2:+mat]:  19%|▋   | 83/444 [00:14<01:01,  5.90it/s, loss=1.758, pair=4.555, adv=3.507, sprd=0.003]
Ep 034/60 [S2:+mat]:  19%|▊   | 84/444 [00:14<00:57,  6.25it/s, loss=1.758, pair=4.555, adv=3.507, sprd=0.003]
Ep 034/60 [S2:+mat]:  19%|▌  | 84/444 [00:14<00:57,  6.25it/s, loss=5.670, pair=17.609, adv=3.625, sprd=0.003]
Ep 034/60 [S2:+mat]:  19%|▌  | 85/444 [00:14<01:00,  5.92it/s, loss=5.670, pair=17.609, adv=3.625, sprd=0.003]
Ep 034/60 [S2:+mat]:  19%|▊   | 85/444 [00:14<01:00,  5.92it/s, loss=2.762, pair=7.797, adv=3.559, sprd=0.004]
Ep 034/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.28it/s, loss=2.762, pair=7.797, adv=3.559, sprd=0.004]
Ep 034/60 [S2:+mat]:  19%|▊   | 86/444 [00:14<00:57,  6.28it/s, loss=2.232, pair=6.137, adv=3.574, sprd=0.003]
Ep 034/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:00,  5.91it/s, loss=2.232, pair=6.137, adv=3.574, sprd=0.003]
Ep 034/60 [S2:+mat]:  20%|▊   | 87/444 [00:14<01:00,  5.91it/s, loss=2.407, pair=6.723, adv=3.412, sprd=0.003]
Ep 034/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:56,  6.26it/s, loss=2.407, pair=6.723, adv=3.412, sprd=0.003]
Ep 034/60 [S2:+mat]:  20%|▊   | 88/444 [00:14<00:56,  6.26it/s, loss=1.842, pair=4.898, adv=3.185, sprd=0.003]
Ep 034/60 [S2:+mat]:  20%|▊   | 89/444 [00:14<01:00,  5.89it/s, loss=1.842, pair=4.898, adv=3.185, sprd=0.003]
Ep 034/60 [S2:+mat]:  20%|▊   | 89/444 [00:15<01:00,  5.89it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:56,  6.24it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  20%|▊   | 90/444 [00:15<00:56,  6.24it/s, loss=0.130, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<01:00,  5.79it/s, loss=0.130, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  20%|▊   | 91/444 [00:15<01:00,  5.79it/s, loss=3.006, pair=8.703, adv=3.836, sprd=0.006]
Ep 034/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:57,  6.16it/s, loss=3.006, pair=8.703, adv=3.836, sprd=0.006]
Ep 034/60 [S2:+mat]:  21%|▊   | 92/444 [00:15<00:57,  6.16it/s, loss=0.435, pair=0.137, adv=3.454, sprd=0.005]
Ep 034/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<01:00,  5.81it/s, loss=0.435, pair=0.137, adv=3.454, sprd=0.005]
Ep 034/60 [S2:+mat]:  21%|▊   | 93/444 [00:15<01:00,  5.81it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:56,  6.20it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  21%|▊   | 94/444 [00:15<00:56,  6.20it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  21%|▊   | 95/444 [00:15<00:59,  5.85it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  21%|▊   | 95/444 [00:16<00:59,  5.85it/s, loss=3.136, pair=9.141, adv=3.409, sprd=0.005]
Ep 034/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.22it/s, loss=3.136, pair=9.141, adv=3.409, sprd=0.005]
Ep 034/60 [S2:+mat]:  22%|▊   | 96/444 [00:16<00:55,  6.22it/s, loss=0.463, pair=0.294, adv=3.252, sprd=0.003]
Ep 034/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:00,  5.77it/s, loss=0.463, pair=0.294, adv=3.252, sprd=0.003]
Ep 034/60 [S2:+mat]:  22%|▊   | 97/444 [00:16<01:00,  5.77it/s, loss=0.413, pair=0.075, adv=3.643, sprd=0.004]
Ep 034/60 [S2:+mat]:  22%|▉   | 98/444 [00:16<00:56,  6.14it/s, loss=0.413, pair=0.075, adv=3.643, sprd=0.004]
Ep 034/60 [S2:+mat]:  22%|▋  | 98/444 [00:16<00:56,  6.14it/s, loss=4.282, pair=12.797, adv=3.230, sprd=0.002]
Ep 034/60 [S2:+mat]:  22%|▋  | 99/444 [00:16<00:58,  5.88it/s, loss=4.282, pair=12.797, adv=3.230, sprd=0.002]
Ep 034/60 [S2:+mat]:  22%|▉   | 99/444 [00:16<00:58,  5.88it/s, loss=0.474, pair=0.356, adv=3.153, sprd=0.003]
Ep 034/60 [S2:+mat]:  23%|▋  | 100/444 [00:16<00:55,  6.25it/s, loss=0.474, pair=0.356, adv=3.153, sprd=0.003]
Ep 034/60 [S2:+mat]:  23%|▍ | 100/444 [00:16<00:55,  6.25it/s, loss=3.921, pair=11.797, adv=3.275, sprd=0.003]
Ep 034/60 [S2:+mat]:  23%|▍ | 101/444 [00:16<00:59,  5.78it/s, loss=3.921, pair=11.797, adv=3.275, sprd=0.003]
Ep 034/60 [S2:+mat]:  23%|▋  | 101/444 [00:17<00:59,  5.78it/s, loss=0.944, pair=1.903, adv=3.212, sprd=0.002]
Ep 034/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.15it/s, loss=0.944, pair=1.903, adv=3.212, sprd=0.002]
Ep 034/60 [S2:+mat]:  23%|▋  | 102/444 [00:17<00:55,  6.15it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:58,  5.85it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  23%|▋  | 103/444 [00:17<00:58,  5.85it/s, loss=1.430, pair=3.426, adv=3.961, sprd=0.004]
Ep 034/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:54,  6.20it/s, loss=1.430, pair=3.426, adv=3.961, sprd=0.004]
Ep 034/60 [S2:+mat]:  23%|▋  | 104/444 [00:17<00:54,  6.20it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:57,  5.87it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  24%|▋  | 105/444 [00:17<00:57,  5.87it/s, loss=0.398, pair=0.012, adv=3.574, sprd=0.003]
Ep 034/60 [S2:+mat]:  24%|▋  | 106/444 [00:17<00:54,  6.23it/s, loss=0.398, pair=0.012, adv=3.574, sprd=0.003]
Ep 034/60 [S2:+mat]:  24%|▋  | 106/444 [00:17<00:54,  6.23it/s, loss=1.283, pair=2.961, adv=3.383, sprd=0.004]
Ep 034/60 [S2:+mat]:  24%|▋  | 107/444 [00:17<00:57,  5.88it/s, loss=1.283, pair=2.961, adv=3.383, sprd=0.004]
Ep 034/60 [S2:+mat]:  24%|▋  | 107/444 [00:18<00:57,  5.88it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.24it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  24%|▋  | 108/444 [00:18<00:53,  6.24it/s, loss=0.565, pair=0.591, adv=3.337, sprd=0.003]
Ep 034/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:57,  5.83it/s, loss=0.565, pair=0.591, adv=3.337, sprd=0.003]
Ep 034/60 [S2:+mat]:  25%|▋  | 109/444 [00:18<00:57,  5.83it/s, loss=1.073, pair=2.328, adv=3.187, sprd=0.004]
Ep 034/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:54,  6.18it/s, loss=1.073, pair=2.328, adv=3.187, sprd=0.004]
Ep 034/60 [S2:+mat]:  25%|▋  | 110/444 [00:18<00:54,  6.18it/s, loss=2.392, pair=6.383, adv=3.641, sprd=0.005]
Ep 034/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:56,  5.89it/s, loss=2.392, pair=6.383, adv=3.641, sprd=0.005]
Ep 034/60 [S2:+mat]:  25%|▊  | 111/444 [00:18<00:56,  5.89it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.25it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  25%|▊  | 112/444 [00:18<00:53,  6.25it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  25%|▊  | 113/444 [00:18<00:55,  5.92it/s, loss=0.154, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  25%|▊  | 113/444 [00:19<00:55,  5.92it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.29it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  26%|▊  | 114/444 [00:19<00:52,  6.29it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.91it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  26%|▊  | 115/444 [00:19<00:55,  5.91it/s, loss=3.056, pair=8.891, adv=3.354, sprd=0.003]
Ep 034/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.25it/s, loss=3.056, pair=8.891, adv=3.354, sprd=0.003]
Ep 034/60 [S2:+mat]:  26%|▊  | 116/444 [00:19<00:52,  6.25it/s, loss=1.343, pair=3.168, adv=3.732, sprd=0.002]
Ep 034/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.83it/s, loss=1.343, pair=3.168, adv=3.732, sprd=0.002]
Ep 034/60 [S2:+mat]:  26%|▊  | 117/444 [00:19<00:56,  5.83it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:52,  6.19it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▊  | 118/444 [00:19<00:52,  6.19it/s, loss=1.675, pair=4.090, adv=3.256, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▊  | 119/444 [00:19<00:55,  5.82it/s, loss=1.675, pair=4.090, adv=3.256, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▌ | 119/444 [00:20<00:55,  5.82it/s, loss=4.201, pair=12.828, adv=2.989, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▌ | 120/444 [00:20<00:52,  6.19it/s, loss=4.201, pair=12.828, adv=2.989, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▊  | 120/444 [00:20<00:52,  6.19it/s, loss=2.304, pair=6.359, adv=3.510, sprd=0.003]
Ep 034/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:55,  5.84it/s, loss=2.304, pair=6.359, adv=3.510, sprd=0.003]
Ep 034/60 [S2:+mat]:  27%|▊  | 121/444 [00:20<00:55,  5.84it/s, loss=1.909, pair=5.074, adv=3.492, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:52,  6.18it/s, loss=1.909, pair=5.074, adv=3.492, sprd=0.002]
Ep 034/60 [S2:+mat]:  27%|▊  | 122/444 [00:20<00:52,  6.18it/s, loss=1.766, pair=4.637, adv=3.202, sprd=0.002]
Ep 034/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:55,  5.80it/s, loss=1.766, pair=4.637, adv=3.202, sprd=0.002]
Ep 034/60 [S2:+mat]:  28%|▊  | 123/444 [00:20<00:55,  5.80it/s, loss=0.495, pair=0.521, adv=2.879, sprd=0.002]
Ep 034/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:51,  6.17it/s, loss=0.495, pair=0.521, adv=2.879, sprd=0.002]
Ep 034/60 [S2:+mat]:  28%|▊  | 124/444 [00:20<00:51,  6.17it/s, loss=0.661, pair=0.888, adv=3.482, sprd=0.003]
Ep 034/60 [S2:+mat]:  28%|▊  | 125/444 [00:20<00:55,  5.75it/s, loss=0.661, pair=0.888, adv=3.482, sprd=0.003]
Ep 034/60 [S2:+mat]:  28%|▊  | 125/444 [00:21<00:55,  5.75it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:51,  6.16it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  28%|▊  | 126/444 [00:21<00:51,  6.16it/s, loss=0.599, pair=0.419, adv=3.572, sprd=0.002]
Ep 034/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:54,  5.80it/s, loss=0.599, pair=0.419, adv=3.572, sprd=0.002]
Ep 034/60 [S2:+mat]:  29%|▊  | 127/444 [00:21<00:54,  5.80it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:51,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  29%|▊  | 128/444 [00:21<00:51,  6.18it/s, loss=2.314, pair=6.406, adv=3.349, sprd=0.002]
Ep 034/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:54,  5.81it/s, loss=2.314, pair=6.406, adv=3.349, sprd=0.002]
Ep 034/60 [S2:+mat]:  29%|▊  | 129/444 [00:21<00:54,  5.81it/s, loss=3.103, pair=9.102, adv=3.244, sprd=0.002]
Ep 034/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:50,  6.18it/s, loss=3.103, pair=9.102, adv=3.244, sprd=0.002]
Ep 034/60 [S2:+mat]:  29%|▉  | 130/444 [00:21<00:50,  6.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  30%|▉  | 131/444 [00:21<00:54,  5.78it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  30%|▉  | 131/444 [00:22<00:54,  5.78it/s, loss=0.414, pair=0.137, adv=3.260, sprd=0.002]
Ep 034/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:50,  6.18it/s, loss=0.414, pair=0.137, adv=3.260, sprd=0.002]
Ep 034/60 [S2:+mat]:  30%|▉  | 132/444 [00:22<00:50,  6.18it/s, loss=0.741, pair=1.177, adv=3.260, sprd=0.004]
Ep 034/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:53,  5.84it/s, loss=0.741, pair=1.177, adv=3.260, sprd=0.004]
Ep 034/60 [S2:+mat]:  30%|▉  | 133/444 [00:22<00:53,  5.84it/s, loss=0.524, pair=0.450, adv=3.477, sprd=0.002]
Ep 034/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:49,  6.22it/s, loss=0.524, pair=0.450, adv=3.477, sprd=0.002]
Ep 034/60 [S2:+mat]:  30%|▉  | 134/444 [00:22<00:49,  6.22it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:52,  5.91it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  30%|▉  | 135/444 [00:22<00:52,  5.91it/s, loss=0.427, pair=0.137, adv=3.329, sprd=0.003]
Ep 034/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:49,  6.28it/s, loss=0.427, pair=0.137, adv=3.329, sprd=0.003]
Ep 034/60 [S2:+mat]:  31%|▉  | 136/444 [00:22<00:49,  6.28it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  31%|▉  | 137/444 [00:22<00:53,  5.75it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  31%|▉  | 137/444 [00:23<00:53,  5.75it/s, loss=2.583, pair=7.387, adv=3.091, sprd=0.002]
Ep 034/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.13it/s, loss=2.583, pair=7.387, adv=3.091, sprd=0.002]
Ep 034/60 [S2:+mat]:  31%|▉  | 138/444 [00:23<00:49,  6.13it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:53,  5.69it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  31%|▉  | 139/444 [00:23<00:53,  5.69it/s, loss=2.877, pair=8.297, adv=3.553, sprd=0.003]
Ep 034/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:50,  6.07it/s, loss=2.877, pair=8.297, adv=3.553, sprd=0.003]
Ep 034/60 [S2:+mat]:  32%|▉  | 140/444 [00:23<00:50,  6.07it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:52,  5.78it/s, loss=0.152, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  32%|▉  | 141/444 [00:23<00:52,  5.78it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.16it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  32%|▉  | 142/444 [00:23<00:49,  6.16it/s, loss=2.399, pair=6.715, adv=3.363, sprd=0.002]
Ep 034/60 [S2:+mat]:  32%|▉  | 143/444 [00:23<00:51,  5.80it/s, loss=2.399, pair=6.715, adv=3.363, sprd=0.002]
Ep 034/60 [S2:+mat]:  32%|▉  | 143/444 [00:24<00:51,  5.80it/s, loss=0.438, pair=0.169, adv=3.563, sprd=0.003]
Ep 034/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.18it/s, loss=0.438, pair=0.169, adv=3.563, sprd=0.003]
Ep 034/60 [S2:+mat]:  32%|▉  | 144/444 [00:24<00:48,  6.18it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.85it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  33%|▉  | 145/444 [00:24<00:51,  5.85it/s, loss=1.031, pair=2.199, adv=3.157, sprd=0.003]
Ep 034/60 [S2:+mat]:  33%|▉  | 146/444 [00:24<00:47,  6.23it/s, loss=1.031, pair=2.199, adv=3.157, sprd=0.003]
Ep 034/60 [S2:+mat]:  33%|▋ | 146/444 [00:24<00:47,  6.23it/s, loss=4.527, pair=13.891, adv=2.982, sprd=0.002]
Ep 034/60 [S2:+mat]:  33%|▋ | 147/444 [00:24<00:51,  5.81it/s, loss=4.527, pair=13.891, adv=2.982, sprd=0.002]
Ep 034/60 [S2:+mat]:  33%|▉  | 147/444 [00:24<00:51,  5.81it/s, loss=2.488, pair=7.012, adv=3.261, sprd=0.003]
Ep 034/60 [S2:+mat]:  33%|█  | 148/444 [00:24<00:47,  6.18it/s, loss=2.488, pair=7.012, adv=3.261, sprd=0.003]
Ep 034/60 [S2:+mat]:  33%|█  | 148/444 [00:24<00:47,  6.18it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  34%|█  | 149/444 [00:24<00:50,  5.81it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  34%|█  | 149/444 [00:25<00:50,  5.81it/s, loss=2.148, pair=5.820, adv=3.470, sprd=0.003]
Ep 034/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.16it/s, loss=2.148, pair=5.820, adv=3.470, sprd=0.003]
Ep 034/60 [S2:+mat]:  34%|█  | 150/444 [00:25<00:47,  6.16it/s, loss=0.432, pair=0.137, adv=3.460, sprd=0.003]
Ep 034/60 [S2:+mat]:  34%|█  | 151/444 [00:25<00:50,  5.79it/s, loss=0.432, pair=0.137, adv=3.460, sprd=0.003]
Ep 034/60 [S2:+mat]:  34%|▋ | 151/444 [00:25<00:50,  5.79it/s, loss=4.187, pair=12.742, adv=3.129, sprd=0.001]
Ep 034/60 [S2:+mat]:  34%|▋ | 152/444 [00:25<00:47,  6.17it/s, loss=4.187, pair=12.742, adv=3.129, sprd=0.001]
Ep 034/60 [S2:+mat]:  34%|█  | 152/444 [00:25<00:47,  6.17it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:49,  5.90it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  34%|█  | 153/444 [00:25<00:49,  5.90it/s, loss=0.690, pair=1.075, adv=3.181, sprd=0.002]
Ep 034/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:46,  6.26it/s, loss=0.690, pair=1.075, adv=3.181, sprd=0.002]
Ep 034/60 [S2:+mat]:  35%|█  | 154/444 [00:25<00:46,  6.26it/s, loss=0.435, pair=0.262, adv=3.008, sprd=0.002]
Ep 034/60 [S2:+mat]:  35%|█  | 155/444 [00:25<00:49,  5.83it/s, loss=0.435, pair=0.262, adv=3.008, sprd=0.002]
Ep 034/60 [S2:+mat]:  35%|█  | 155/444 [00:26<00:49,  5.83it/s, loss=0.393, pair=0.000, adv=3.438, sprd=0.002]
Ep 034/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.19it/s, loss=0.393, pair=0.000, adv=3.438, sprd=0.002]
Ep 034/60 [S2:+mat]:  35%|█  | 156/444 [00:26<00:46,  6.19it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:50,  5.73it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  35%|█  | 157/444 [00:26<00:50,  5.73it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:46,  6.11it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  36%|█  | 158/444 [00:26<00:46,  6.11it/s, loss=2.193, pair=6.008, adv=3.504, sprd=0.002]
Ep 034/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.82it/s, loss=2.193, pair=6.008, adv=3.504, sprd=0.002]
Ep 034/60 [S2:+mat]:  36%|█  | 159/444 [00:26<00:48,  5.82it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.19it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  36%|█  | 160/444 [00:26<00:45,  6.19it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  36%|█  | 161/444 [00:26<00:48,  5.78it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  36%|█  | 161/444 [00:27<00:48,  5.78it/s, loss=0.488, pair=0.387, adv=3.214, sprd=0.002]
Ep 034/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.14it/s, loss=0.488, pair=0.387, adv=3.214, sprd=0.002]
Ep 034/60 [S2:+mat]:  36%|█  | 162/444 [00:27<00:45,  6.14it/s, loss=2.377, pair=6.633, adv=3.501, sprd=0.002]
Ep 034/60 [S2:+mat]:  37%|█  | 163/444 [00:27<00:48,  5.78it/s, loss=2.377, pair=6.633, adv=3.501, sprd=0.002]
Ep 034/60 [S2:+mat]:  37%|▋ | 163/444 [00:27<00:48,  5.78it/s, loss=5.987, pair=18.703, adv=3.256, sprd=0.002]
Ep 034/60 [S2:+mat]:  37%|▋ | 164/444 [00:27<00:45,  6.14it/s, loss=5.987, pair=18.703, adv=3.256, sprd=0.002]
Ep 034/60 [S2:+mat]:  37%|█  | 164/444 [00:27<00:45,  6.14it/s, loss=0.644, pair=0.700, adv=3.162, sprd=0.002]
Ep 034/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:48,  5.74it/s, loss=0.644, pair=0.700, adv=3.162, sprd=0.002]
Ep 034/60 [S2:+mat]:  37%|█  | 165/444 [00:27<00:48,  5.74it/s, loss=2.362, pair=6.551, adv=3.854, sprd=0.003]
Ep 034/60 [S2:+mat]:  37%|█  | 166/444 [00:27<00:45,  6.12it/s, loss=2.362, pair=6.551, adv=3.854, sprd=0.003]
Ep 034/60 [S2:+mat]:  37%|▋ | 166/444 [00:27<00:45,  6.12it/s, loss=4.810, pair=14.719, adv=3.388, sprd=0.002]
Ep 034/60 [S2:+mat]:  38%|▊ | 167/444 [00:27<00:47,  5.82it/s, loss=4.810, pair=14.719, adv=3.388, sprd=0.002]
Ep 034/60 [S2:+mat]:  38%|█▏ | 167/444 [00:28<00:47,  5.82it/s, loss=0.944, pair=1.950, adv=3.072, sprd=0.003]
Ep 034/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.17it/s, loss=0.944, pair=1.950, adv=3.072, sprd=0.003]
Ep 034/60 [S2:+mat]:  38%|█▏ | 168/444 [00:28<00:44,  6.17it/s, loss=2.542, pair=7.137, adv=3.596, sprd=0.003]
Ep 034/60 [S2:+mat]:  38%|█▏ | 169/444 [00:28<00:47,  5.78it/s, loss=2.542, pair=7.137, adv=3.596, sprd=0.003]
Ep 034/60 [S2:+mat]:  38%|▊ | 169/444 [00:28<00:47,  5.78it/s, loss=5.880, pair=18.359, adv=3.193, sprd=0.002]
Ep 034/60 [S2:+mat]:  38%|▊ | 170/444 [00:28<00:44,  6.14it/s, loss=5.880, pair=18.359, adv=3.193, sprd=0.002]
Ep 034/60 [S2:+mat]:  38%|█▏ | 170/444 [00:28<00:44,  6.14it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:47,  5.79it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 171/444 [00:28<00:47,  5.79it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:44,  6.18it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  39%|█▏ | 172/444 [00:28<00:44,  6.18it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 173/444 [00:28<00:47,  5.70it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 173/444 [00:29<00:47,  5.70it/s, loss=0.407, pair=0.036, adv=3.557, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:44,  6.09it/s, loss=0.407, pair=0.036, adv=3.557, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 174/444 [00:29<00:44,  6.09it/s, loss=1.269, pair=2.980, adv=3.179, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.74it/s, loss=1.269, pair=2.980, adv=3.179, sprd=0.003]
Ep 034/60 [S2:+mat]:  39%|█▏ | 175/444 [00:29<00:46,  5.74it/s, loss=1.383, pair=3.439, adv=2.937, sprd=0.003]
Ep 034/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.11it/s, loss=1.383, pair=3.439, adv=2.937, sprd=0.003]
Ep 034/60 [S2:+mat]:  40%|█▏ | 176/444 [00:29<00:43,  6.11it/s, loss=2.610, pair=7.387, adv=4.003, sprd=0.004]
Ep 034/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:46,  5.77it/s, loss=2.610, pair=7.387, adv=4.003, sprd=0.004]
Ep 034/60 [S2:+mat]:  40%|█▏ | 177/444 [00:29<00:46,  5.77it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  40%|█▏ | 178/444 [00:29<00:43,  6.16it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  40%|▊ | 178/444 [00:29<00:43,  6.16it/s, loss=3.455, pair=10.203, adv=3.396, sprd=0.004]
Ep 034/60 [S2:+mat]:  40%|▊ | 179/444 [00:29<00:45,  5.78it/s, loss=3.455, pair=10.203, adv=3.396, sprd=0.004]
Ep 034/60 [S2:+mat]:  40%|█▏ | 179/444 [00:30<00:45,  5.78it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.14it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  41%|█▏ | 180/444 [00:30<00:42,  6.14it/s, loss=0.404, pair=0.012, adv=3.339, sprd=0.004]
Ep 034/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:45,  5.82it/s, loss=0.404, pair=0.012, adv=3.339, sprd=0.004]
Ep 034/60 [S2:+mat]:  41%|█▏ | 181/444 [00:30<00:45,  5.82it/s, loss=3.204, pair=9.391, adv=3.735, sprd=0.004]
Ep 034/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:42,  6.18it/s, loss=3.204, pair=9.391, adv=3.735, sprd=0.004]
Ep 034/60 [S2:+mat]:  41%|█▏ | 182/444 [00:30<00:42,  6.18it/s, loss=0.402, pair=0.044, adv=3.529, sprd=0.003]
Ep 034/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:45,  5.71it/s, loss=0.402, pair=0.044, adv=3.529, sprd=0.003]
Ep 034/60 [S2:+mat]:  41%|█▏ | 183/444 [00:30<00:45,  5.71it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:42,  6.10it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  41%|█▏ | 184/444 [00:30<00:42,  6.10it/s, loss=0.782, pair=1.354, adv=3.218, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|█▎ | 185/444 [00:30<00:45,  5.73it/s, loss=0.782, pair=1.354, adv=3.218, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|▊ | 185/444 [00:31<00:45,  5.73it/s, loss=4.711, pair=14.422, adv=3.632, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|▊ | 186/444 [00:31<00:42,  6.12it/s, loss=4.711, pair=14.422, adv=3.632, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|█▎ | 186/444 [00:31<00:42,  6.12it/s, loss=1.386, pair=3.492, adv=2.847, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:44,  5.73it/s, loss=1.386, pair=3.492, adv=2.847, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|█▎ | 187/444 [00:31<00:44,  5.73it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:41,  6.14it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  42%|█▎ | 188/444 [00:31<00:41,  6.14it/s, loss=0.457, pair=0.231, adv=3.432, sprd=0.003]
Ep 034/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:43,  5.85it/s, loss=0.457, pair=0.231, adv=3.432, sprd=0.003]
Ep 034/60 [S2:+mat]:  43%|█▎ | 189/444 [00:31<00:43,  5.85it/s, loss=0.412, pair=0.137, adv=3.177, sprd=0.002]
Ep 034/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:40,  6.21it/s, loss=0.412, pair=0.137, adv=3.177, sprd=0.002]
Ep 034/60 [S2:+mat]:  43%|█▎ | 190/444 [00:31<00:40,  6.21it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  43%|█▎ | 191/444 [00:31<00:44,  5.65it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  43%|█▎ | 191/444 [00:32<00:44,  5.65it/s, loss=0.788, pair=1.335, adv=3.701, sprd=0.003]
Ep 034/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:41,  6.04it/s, loss=0.788, pair=1.335, adv=3.701, sprd=0.003]
Ep 034/60 [S2:+mat]:  43%|█▎ | 192/444 [00:32<00:41,  6.04it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:45,  5.50it/s, loss=0.128, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  43%|█▎ | 193/444 [00:32<00:45,  5.50it/s, loss=0.675, pair=1.153, adv=2.751, sprd=0.002]
Ep 034/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:42,  5.91it/s, loss=0.675, pair=1.153, adv=2.751, sprd=0.002]
Ep 034/60 [S2:+mat]:  44%|█▎ | 194/444 [00:32<00:42,  5.91it/s, loss=0.605, pair=0.716, adv=3.417, sprd=0.003]
Ep 034/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.67it/s, loss=0.605, pair=0.716, adv=3.417, sprd=0.003]
Ep 034/60 [S2:+mat]:  44%|█▎ | 195/444 [00:32<00:43,  5.67it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:40,  6.07it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  44%|█▎ | 196/444 [00:32<00:40,  6.07it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  44%|█▎ | 197/444 [00:32<00:42,  5.76it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  44%|█▎ | 197/444 [00:33<00:42,  5.76it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.17it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  45%|█▎ | 198/444 [00:33<00:39,  6.17it/s, loss=0.915, pair=1.600, adv=3.852, sprd=0.003]
Ep 034/60 [S2:+mat]:  45%|█▎ | 199/444 [00:33<00:42,  5.78it/s, loss=0.915, pair=1.600, adv=3.852, sprd=0.003]
Ep 034/60 [S2:+mat]:  45%|▉ | 199/444 [00:33<00:42,  5.78it/s, loss=4.450, pair=13.609, adv=3.202, sprd=0.002]
Ep 034/60 [S2:+mat]:  45%|▉ | 200/444 [00:33<00:39,  6.15it/s, loss=4.450, pair=13.609, adv=3.202, sprd=0.002]
Ep 034/60 [S2:+mat]:  45%|█▎ | 200/444 [00:33<00:39,  6.15it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:41,  5.80it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  45%|█▎ | 201/444 [00:33<00:41,  5.80it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  45%|█▎ | 202/444 [00:33<00:39,  6.18it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  45%|█▎ | 202/444 [00:34<00:39,  6.18it/s, loss=0.561, pair=0.591, adv=3.444, sprd=0.003]
Ep 034/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:42,  5.61it/s, loss=0.561, pair=0.591, adv=3.444, sprd=0.003]
Ep 034/60 [S2:+mat]:  46%|█▎ | 203/444 [00:34<00:42,  5.61it/s, loss=0.375, pair=0.069, adv=2.991, sprd=0.003]
Ep 034/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:39,  6.02it/s, loss=0.375, pair=0.069, adv=2.991, sprd=0.003]
Ep 034/60 [S2:+mat]:  46%|█▍ | 204/444 [00:34<00:39,  6.02it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  46%|█▍ | 205/444 [00:34<00:42,  5.62it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  46%|▍| 205/444 [00:34<00:42,  5.62it/s, loss=12.510, pair=40.469, adv=3.179, sprd=0.004]
Ep 034/60 [S2:+mat]:  46%|▍| 206/444 [00:34<00:39,  6.03it/s, loss=12.510, pair=40.469, adv=3.179, sprd=0.004]
Ep 034/60 [S2:+mat]:  46%|█▍ | 206/444 [00:34<00:39,  6.03it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.86it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  47%|█▍ | 207/444 [00:34<00:40,  5.86it/s, loss=0.447, pair=0.200, adv=3.377, sprd=0.002]
Ep 034/60 [S2:+mat]:  47%|█▍ | 208/444 [00:34<00:37,  6.22it/s, loss=0.447, pair=0.200, adv=3.377, sprd=0.002]
Ep 034/60 [S2:+mat]:  47%|█▍ | 208/444 [00:35<00:37,  6.22it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.79it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  47%|█▍ | 209/444 [00:35<00:40,  5.79it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  47%|█▍ | 210/444 [00:35<00:37,  6.18it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  47%|▉ | 210/444 [00:35<00:37,  6.18it/s, loss=4.249, pair=12.641, adv=3.610, sprd=0.003]
Ep 034/60 [S2:+mat]:  48%|▉ | 211/444 [00:35<00:39,  5.85it/s, loss=4.249, pair=12.641, adv=3.610, sprd=0.003]
Ep 034/60 [S2:+mat]:  48%|█▍ | 211/444 [00:35<00:39,  5.85it/s, loss=3.189, pair=9.328, adv=3.457, sprd=0.003]
Ep 034/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.18it/s, loss=3.189, pair=9.328, adv=3.457, sprd=0.003]
Ep 034/60 [S2:+mat]:  48%|█▍ | 212/444 [00:35<00:37,  6.18it/s, loss=0.771, pair=1.263, adv=3.744, sprd=0.002]
Ep 034/60 [S2:+mat]:  48%|█▍ | 213/444 [00:35<00:40,  5.75it/s, loss=0.771, pair=1.263, adv=3.744, sprd=0.002]
Ep 034/60 [S2:+mat]:  48%|▉ | 213/444 [00:35<00:40,  5.75it/s, loss=7.856, pair=25.078, adv=2.770, sprd=0.001]
Ep 034/60 [S2:+mat]:  48%|▉ | 214/444 [00:35<00:37,  6.12it/s, loss=7.856, pair=25.078, adv=2.770, sprd=0.001]
Ep 034/60 [S2:+mat]:  48%|█▍ | 214/444 [00:36<00:37,  6.12it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.75it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  48%|█▍ | 215/444 [00:36<00:39,  5.75it/s, loss=0.889, pair=1.685, adv=3.566, sprd=0.002]
Ep 034/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:37,  6.13it/s, loss=0.889, pair=1.685, adv=3.566, sprd=0.002]
Ep 034/60 [S2:+mat]:  49%|█▍ | 216/444 [00:36<00:37,  6.13it/s, loss=0.624, pair=0.544, adv=3.426, sprd=0.002]
Ep 034/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:38,  5.83it/s, loss=0.624, pair=0.544, adv=3.426, sprd=0.002]
Ep 034/60 [S2:+mat]:  49%|█▍ | 217/444 [00:36<00:38,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  49%|█▍ | 218/444 [00:36<00:36,  6.21it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  49%|▉ | 218/444 [00:36<00:36,  6.21it/s, loss=4.079, pair=12.297, adv=3.555, sprd=0.002]
Ep 034/60 [S2:+mat]:  49%|▉ | 219/444 [00:36<00:39,  5.72it/s, loss=4.079, pair=12.297, adv=3.555, sprd=0.002]
Ep 034/60 [S2:+mat]:  49%|█▍ | 219/444 [00:36<00:39,  5.72it/s, loss=1.945, pair=5.199, adv=3.350, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|█▍ | 220/444 [00:36<00:36,  6.10it/s, loss=1.945, pair=5.199, adv=3.350, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|▉ | 220/444 [00:37<00:36,  6.10it/s, loss=6.825, pair=21.484, adv=3.262, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|▉ | 221/444 [00:37<00:38,  5.80it/s, loss=6.825, pair=21.484, adv=3.262, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|█▍ | 221/444 [00:37<00:38,  5.80it/s, loss=0.451, pair=0.325, adv=3.043, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:36,  6.17it/s, loss=0.451, pair=0.325, adv=3.043, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|█▌ | 222/444 [00:37<00:36,  6.17it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:37,  5.84it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  50%|█▌ | 223/444 [00:37<00:37,  5.84it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.24it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  50%|█▌ | 224/444 [00:37<00:35,  6.24it/s, loss=0.954, pair=1.888, adv=3.360, sprd=0.003]
Ep 034/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:38,  5.75it/s, loss=0.954, pair=1.888, adv=3.360, sprd=0.003]
Ep 034/60 [S2:+mat]:  51%|█▌ | 225/444 [00:37<00:38,  5.75it/s, loss=2.353, pair=6.574, adv=3.250, sprd=0.002]
Ep 034/60 [S2:+mat]:  51%|█▌ | 226/444 [00:37<00:35,  6.14it/s, loss=2.353, pair=6.574, adv=3.250, sprd=0.002]
Ep 034/60 [S2:+mat]:  51%|█▌ | 226/444 [00:38<00:35,  6.14it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:36,  5.94it/s, loss=0.156, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  51%|█▌ | 227/444 [00:38<00:36,  5.94it/s, loss=2.747, pair=7.859, adv=3.778, sprd=0.003]
Ep 034/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:34,  6.30it/s, loss=2.747, pair=7.859, adv=3.778, sprd=0.003]
Ep 034/60 [S2:+mat]:  51%|█▌ | 228/444 [00:38<00:34,  6.30it/s, loss=1.929, pair=5.199, adv=3.187, sprd=0.002]
Ep 034/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:37,  5.81it/s, loss=1.929, pair=5.199, adv=3.187, sprd=0.002]
Ep 034/60 [S2:+mat]:  52%|█▌ | 229/444 [00:38<00:37,  5.81it/s, loss=1.743, pair=4.602, adv=3.059, sprd=0.003]
Ep 034/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.19it/s, loss=1.743, pair=4.602, adv=3.059, sprd=0.003]
Ep 034/60 [S2:+mat]:  52%|█▌ | 230/444 [00:38<00:34,  6.19it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  52%|█▌ | 231/444 [00:38<00:37,  5.72it/s, loss=0.089, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  52%|█ | 231/444 [00:38<00:37,  5.72it/s, loss=3.500, pair=10.383, adv=3.460, sprd=0.003]
Ep 034/60 [S2:+mat]:  52%|█ | 232/444 [00:38<00:34,  6.13it/s, loss=3.500, pair=10.383, adv=3.460, sprd=0.003]
Ep 034/60 [S2:+mat]:  52%|█ | 232/444 [00:39<00:34,  6.13it/s, loss=7.472, pair=23.609, adv=3.486, sprd=0.002]
Ep 034/60 [S2:+mat]:  52%|█ | 233/444 [00:39<00:36,  5.74it/s, loss=7.472, pair=23.609, adv=3.486, sprd=0.002]
Ep 034/60 [S2:+mat]:  52%|█▌ | 233/444 [00:39<00:36,  5.74it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  53%|█▌ | 234/444 [00:39<00:34,  6.15it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  53%|█ | 234/444 [00:39<00:34,  6.15it/s, loss=3.664, pair=11.016, adv=3.062, sprd=0.002]
Ep 034/60 [S2:+mat]:  53%|█ | 235/444 [00:39<00:35,  5.87it/s, loss=3.664, pair=11.016, adv=3.062, sprd=0.002]
Ep 034/60 [S2:+mat]:  53%|█▌ | 235/444 [00:39<00:35,  5.87it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.22it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  53%|█▌ | 236/444 [00:39<00:33,  6.22it/s, loss=1.085, pair=2.418, adv=3.080, sprd=0.002]
Ep 034/60 [S2:+mat]:  53%|█▌ | 237/444 [00:39<00:35,  5.81it/s, loss=1.085, pair=2.418, adv=3.080, sprd=0.002]
Ep 034/60 [S2:+mat]:  53%|█ | 237/444 [00:39<00:35,  5.81it/s, loss=4.189, pair=12.828, adv=2.854, sprd=0.002]
Ep 034/60 [S2:+mat]:  54%|█ | 238/444 [00:39<00:33,  6.17it/s, loss=4.189, pair=12.828, adv=2.854, sprd=0.002]
Ep 034/60 [S2:+mat]:  54%|█▌ | 238/444 [00:40<00:33,  6.17it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.70it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  54%|█▌ | 239/444 [00:40<00:35,  5.70it/s, loss=3.215, pair=9.516, adv=3.103, sprd=0.002]
Ep 034/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.08it/s, loss=3.215, pair=9.516, adv=3.103, sprd=0.002]
Ep 034/60 [S2:+mat]:  54%|█▌ | 240/444 [00:40<00:33,  6.08it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.81it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  54%|█▋ | 241/444 [00:40<00:34,  5.81it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.21it/s, loss=0.115, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  55%|█▋ | 242/444 [00:40<00:32,  6.21it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:33,  6.01it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  55%|█▋ | 243/444 [00:40<00:33,  6.01it/s, loss=0.388, pair=0.000, adv=3.616, sprd=0.002]
Ep 034/60 [S2:+mat]:  55%|█▋ | 244/444 [00:40<00:31,  6.33it/s, loss=0.388, pair=0.000, adv=3.616, sprd=0.002]
Ep 034/60 [S2:+mat]:  55%|█▋ | 244/444 [00:41<00:31,  6.33it/s, loss=1.040, pair=2.160, adv=3.244, sprd=0.002]
Ep 034/60 [S2:+mat]:  55%|█▋ | 245/444 [00:41<00:33,  5.92it/s, loss=1.040, pair=2.160, adv=3.244, sprd=0.002]
Ep 034/60 [S2:+mat]:  55%|█ | 245/444 [00:41<00:33,  5.92it/s, loss=6.883, pair=21.672, adv=3.335, sprd=0.003]
Ep 034/60 [S2:+mat]:  55%|█ | 246/444 [00:41<00:31,  6.28it/s, loss=6.883, pair=21.672, adv=3.335, sprd=0.003]
Ep 034/60 [S2:+mat]:  55%|█ | 246/444 [00:41<00:31,  6.28it/s, loss=3.972, pair=12.031, adv=2.927, sprd=0.002]
Ep 034/60 [S2:+mat]:  56%|█ | 247/444 [00:41<00:32,  6.03it/s, loss=3.972, pair=12.031, adv=2.927, sprd=0.002]
Ep 034/60 [S2:+mat]:  56%|█▋ | 247/444 [00:41<00:32,  6.03it/s, loss=0.510, pair=0.575, adv=2.802, sprd=0.002]
Ep 034/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:30,  6.34it/s, loss=0.510, pair=0.575, adv=2.802, sprd=0.002]
Ep 034/60 [S2:+mat]:  56%|█▋ | 248/444 [00:41<00:30,  6.34it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  56%|█▋ | 249/444 [00:41<00:33,  5.83it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  56%|█ | 249/444 [00:41<00:33,  5.83it/s, loss=3.376, pair=10.016, adv=3.193, sprd=0.002]
Ep 034/60 [S2:+mat]:  56%|█▏| 250/444 [00:41<00:31,  6.19it/s, loss=3.376, pair=10.016, adv=3.193, sprd=0.002]
Ep 034/60 [S2:+mat]:  56%|█▋ | 250/444 [00:42<00:31,  6.19it/s, loss=0.456, pair=0.372, adv=2.915, sprd=0.002]
Ep 034/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.84it/s, loss=0.456, pair=0.372, adv=2.915, sprd=0.002]
Ep 034/60 [S2:+mat]:  57%|█▋ | 251/444 [00:42<00:33,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:30,  6.22it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  57%|█▋ | 252/444 [00:42<00:30,  6.22it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:33,  5.79it/s, loss=0.094, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  57%|█▋ | 253/444 [00:42<00:33,  5.79it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.17it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  57%|█▋ | 254/444 [00:42<00:30,  6.17it/s, loss=2.220, pair=6.074, adv=3.402, sprd=0.005]
Ep 034/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:32,  5.76it/s, loss=2.220, pair=6.074, adv=3.402, sprd=0.005]
Ep 034/60 [S2:+mat]:  57%|█▋ | 255/444 [00:42<00:32,  5.76it/s, loss=1.942, pair=5.168, adv=3.366, sprd=0.003]
Ep 034/60 [S2:+mat]:  58%|█▋ | 256/444 [00:42<00:30,  6.15it/s, loss=1.942, pair=5.168, adv=3.366, sprd=0.003]
Ep 034/60 [S2:+mat]:  58%|█▋ | 256/444 [00:43<00:30,  6.15it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:33,  5.59it/s, loss=0.097, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  58%|█▋ | 257/444 [00:43<00:33,  5.59it/s, loss=0.385, pair=0.012, adv=3.301, sprd=0.003]
Ep 034/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:32,  5.71it/s, loss=0.385, pair=0.012, adv=3.301, sprd=0.003]
Ep 034/60 [S2:+mat]:  58%|█▋ | 258/444 [00:43<00:32,  5.71it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:34,  5.40it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  58%|█▊ | 259/444 [00:43<00:34,  5.40it/s, loss=0.380, pair=0.028, adv=3.159, sprd=0.004]
Ep 034/60 [S2:+mat]:  59%|█▊ | 260/444 [00:43<00:32,  5.71it/s, loss=0.380, pair=0.028, adv=3.159, sprd=0.004]
Ep 034/60 [S2:+mat]:  59%|█▏| 260/444 [00:43<00:32,  5.71it/s, loss=3.934, pair=11.609, adv=3.261, sprd=0.004]
Ep 034/60 [S2:+mat]:  59%|█▏| 261/444 [00:43<00:35,  5.19it/s, loss=3.934, pair=11.609, adv=3.261, sprd=0.004]
Ep 034/60 [S2:+mat]:  59%|█▏| 261/444 [00:43<00:35,  5.19it/s, loss=4.798, pair=14.812, adv=2.995, sprd=0.003]
Ep 034/60 [S2:+mat]:  59%|█▏| 262/444 [00:43<00:33,  5.40it/s, loss=4.798, pair=14.812, adv=2.995, sprd=0.003]
Ep 034/60 [S2:+mat]:  59%|█▏| 262/444 [00:44<00:33,  5.40it/s, loss=3.996, pair=12.016, adv=3.535, sprd=0.004]
Ep 034/60 [S2:+mat]:  59%|█▏| 263/444 [00:44<00:36,  5.02it/s, loss=3.996, pair=12.016, adv=3.535, sprd=0.004]
Ep 034/60 [S2:+mat]:  59%|█▏| 263/444 [00:44<00:36,  5.02it/s, loss=5.067, pair=15.609, adv=3.191, sprd=0.003]
Ep 034/60 [S2:+mat]:  59%|█▏| 264/444 [00:44<00:33,  5.31it/s, loss=5.067, pair=15.609, adv=3.191, sprd=0.003]
Ep 034/60 [S2:+mat]:  59%|█▊ | 264/444 [00:44<00:33,  5.31it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:35,  5.09it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  60%|█▊ | 265/444 [00:44<00:35,  5.09it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:33,  5.35it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  60%|█▊ | 266/444 [00:44<00:33,  5.35it/s, loss=2.827, pair=8.109, adv=3.444, sprd=0.003]
Ep 034/60 [S2:+mat]:  60%|█▊ | 267/444 [00:44<00:35,  5.05it/s, loss=2.827, pair=8.109, adv=3.444, sprd=0.003]
Ep 034/60 [S2:+mat]:  60%|█▊ | 267/444 [00:45<00:35,  5.05it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:33,  5.33it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  60%|█▊ | 268/444 [00:45<00:33,  5.33it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:34,  5.05it/s, loss=0.160, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  61%|█▊ | 269/444 [00:45<00:34,  5.05it/s, loss=0.563, pair=0.716, adv=3.034, sprd=0.002]
Ep 034/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:31,  5.46it/s, loss=0.563, pair=0.716, adv=3.034, sprd=0.002]
Ep 034/60 [S2:+mat]:  61%|█▊ | 270/444 [00:45<00:31,  5.46it/s, loss=0.594, pair=0.763, adv=3.016, sprd=0.004]
Ep 034/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:33,  5.17it/s, loss=0.594, pair=0.763, adv=3.016, sprd=0.004]
Ep 034/60 [S2:+mat]:  61%|█▊ | 271/444 [00:45<00:33,  5.17it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  61%|█▊ | 272/444 [00:45<00:30,  5.58it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  61%|█▏| 272/444 [00:46<00:30,  5.58it/s, loss=4.323, pair=13.141, adv=3.247, sprd=0.003]
Ep 034/60 [S2:+mat]:  61%|█▏| 273/444 [00:46<00:31,  5.39it/s, loss=4.323, pair=13.141, adv=3.247, sprd=0.003]
Ep 034/60 [S2:+mat]:  61%|█▊ | 273/444 [00:46<00:31,  5.39it/s, loss=2.479, pair=7.074, adv=3.039, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▊ | 274/444 [00:46<00:29,  5.86it/s, loss=2.479, pair=7.074, adv=3.039, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▏| 274/444 [00:46<00:29,  5.86it/s, loss=4.128, pair=12.477, adv=3.235, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▏| 275/444 [00:46<00:29,  5.71it/s, loss=4.128, pair=12.477, adv=3.235, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▊ | 275/444 [00:46<00:29,  5.71it/s, loss=0.389, pair=0.000, adv=3.286, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.09it/s, loss=0.389, pair=0.000, adv=3.286, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▊ | 276/444 [00:46<00:27,  6.09it/s, loss=1.204, pair=2.699, adv=3.372, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:29,  5.67it/s, loss=1.204, pair=2.699, adv=3.372, sprd=0.003]
Ep 034/60 [S2:+mat]:  62%|█▊ | 277/444 [00:46<00:29,  5.67it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  63%|█▉ | 278/444 [00:46<00:27,  6.10it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  63%|█▉ | 278/444 [00:47<00:27,  6.10it/s, loss=2.191, pair=6.055, adv=3.115, sprd=0.002]
Ep 034/60 [S2:+mat]:  63%|█▉ | 279/444 [00:47<00:28,  5.82it/s, loss=2.191, pair=6.055, adv=3.115, sprd=0.002]
Ep 034/60 [S2:+mat]:  63%|█▎| 279/444 [00:47<00:28,  5.82it/s, loss=3.521, pair=10.438, adv=3.445, sprd=0.004]
Ep 034/60 [S2:+mat]:  63%|█▎| 280/444 [00:47<00:26,  6.20it/s, loss=3.521, pair=10.438, adv=3.445, sprd=0.004]
Ep 034/60 [S2:+mat]:  63%|█▉ | 280/444 [00:47<00:26,  6.20it/s, loss=3.058, pair=8.898, adv=3.222, sprd=0.005]
Ep 034/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.75it/s, loss=3.058, pair=8.898, adv=3.222, sprd=0.005]
Ep 034/60 [S2:+mat]:  63%|█▉ | 281/444 [00:47<00:28,  5.75it/s, loss=2.372, pair=6.652, adv=3.235, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.14it/s, loss=2.372, pair=6.652, adv=3.235, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 282/444 [00:47<00:26,  6.14it/s, loss=0.660, pair=0.903, adv=3.333, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:28,  5.69it/s, loss=0.660, pair=0.903, adv=3.333, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 283/444 [00:47<00:28,  5.69it/s, loss=0.542, pair=0.575, adv=3.146, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 284/444 [00:47<00:26,  6.08it/s, loss=0.542, pair=0.575, adv=3.146, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 284/444 [00:48<00:26,  6.08it/s, loss=3.022, pair=8.883, adv=2.969, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 285/444 [00:48<00:29,  5.46it/s, loss=3.022, pair=8.883, adv=2.969, sprd=0.003]
Ep 034/60 [S2:+mat]:  64%|█▉ | 285/444 [00:48<00:29,  5.46it/s, loss=0.369, pair=0.038, adv=3.059, sprd=0.002]
Ep 034/60 [S2:+mat]:  64%|█▉ | 286/444 [00:48<00:27,  5.83it/s, loss=0.369, pair=0.038, adv=3.059, sprd=0.002]
Ep 034/60 [S2:+mat]:  64%|█▎| 286/444 [00:48<00:27,  5.83it/s, loss=7.418, pair=23.234, adv=3.167, sprd=0.004]
Ep 034/60 [S2:+mat]:  65%|█▎| 287/444 [00:48<00:28,  5.49it/s, loss=7.418, pair=23.234, adv=3.167, sprd=0.004]
Ep 034/60 [S2:+mat]:  65%|█▉ | 287/444 [00:48<00:28,  5.49it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.006]
Ep 034/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:26,  5.81it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.006]
Ep 034/60 [S2:+mat]:  65%|█▉ | 288/444 [00:48<00:26,  5.81it/s, loss=0.675, pair=0.831, adv=3.362, sprd=0.005]
Ep 034/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:29,  5.26it/s, loss=0.675, pair=0.831, adv=3.362, sprd=0.005]
Ep 034/60 [S2:+mat]:  65%|█▉ | 289/444 [00:48<00:29,  5.26it/s, loss=0.418, pair=0.075, adv=3.480, sprd=0.003]
Ep 034/60 [S2:+mat]:  65%|█▉ | 290/444 [00:48<00:27,  5.65it/s, loss=0.418, pair=0.075, adv=3.480, sprd=0.003]
Ep 034/60 [S2:+mat]:  65%|█▉ | 290/444 [00:49<00:27,  5.65it/s, loss=3.222, pair=9.516, adv=3.092, sprd=0.002]
Ep 034/60 [S2:+mat]:  66%|█▉ | 291/444 [00:49<00:28,  5.36it/s, loss=3.222, pair=9.516, adv=3.092, sprd=0.002]
Ep 034/60 [S2:+mat]:  66%|▋| 291/444 [00:49<00:28,  5.36it/s, loss=11.936, pair=38.625, adv=2.921, sprd=0.002]
Ep 034/60 [S2:+mat]:  66%|▋| 292/444 [00:49<00:26,  5.82it/s, loss=11.936, pair=38.625, adv=2.921, sprd=0.002]
Ep 034/60 [S2:+mat]:  66%|█▉ | 292/444 [00:49<00:26,  5.82it/s, loss=3.261, pair=9.539, adv=3.686, sprd=0.005]
Ep 034/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:27,  5.45it/s, loss=3.261, pair=9.539, adv=3.686, sprd=0.005]
Ep 034/60 [S2:+mat]:  66%|█▉ | 293/444 [00:49<00:27,  5.45it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:25,  5.91it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  66%|█▉ | 294/444 [00:49<00:25,  5.91it/s, loss=1.353, pair=3.199, adv=3.474, sprd=0.004]
Ep 034/60 [S2:+mat]:  66%|█▉ | 295/444 [00:49<00:26,  5.58it/s, loss=1.353, pair=3.199, adv=3.474, sprd=0.004]
Ep 034/60 [S2:+mat]:  66%|█▉ | 295/444 [00:50<00:26,  5.58it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  67%|██ | 296/444 [00:50<00:24,  5.99it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  67%|██ | 296/444 [00:50<00:24,  5.99it/s, loss=2.957, pair=8.547, adv=3.422, sprd=0.005]
Ep 034/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:26,  5.60it/s, loss=2.957, pair=8.547, adv=3.422, sprd=0.005]
Ep 034/60 [S2:+mat]:  67%|██ | 297/444 [00:50<00:26,  5.60it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  67%|██ | 298/444 [00:50<00:24,  6.01it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  67%|█▎| 298/444 [00:50<00:24,  6.01it/s, loss=4.238, pair=12.844, adv=3.310, sprd=0.003]
Ep 034/60 [S2:+mat]:  67%|█▎| 299/444 [00:50<00:25,  5.65it/s, loss=4.238, pair=12.844, adv=3.310, sprd=0.003]
Ep 034/60 [S2:+mat]:  67%|█▎| 299/444 [00:50<00:25,  5.65it/s, loss=4.145, pair=12.516, adv=3.463, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|█▎| 300/444 [00:50<00:23,  6.02it/s, loss=4.145, pair=12.516, adv=3.463, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|██ | 300/444 [00:50<00:23,  6.02it/s, loss=0.454, pair=0.217, adv=3.353, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|██ | 301/444 [00:50<00:25,  5.71it/s, loss=0.454, pair=0.217, adv=3.353, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|██ | 301/444 [00:51<00:25,  5.71it/s, loss=0.773, pair=1.419, adv=2.811, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|██ | 302/444 [00:51<00:24,  5.80it/s, loss=0.773, pair=1.419, adv=2.811, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|▋| 302/444 [00:51<00:24,  5.80it/s, loss=13.183, pair=42.438, adv=3.245, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|▋| 303/444 [00:51<00:26,  5.40it/s, loss=13.183, pair=42.438, adv=3.245, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|██ | 303/444 [00:51<00:26,  5.40it/s, loss=0.712, pair=1.169, adv=3.048, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:24,  5.72it/s, loss=0.712, pair=1.169, adv=3.048, sprd=0.003]
Ep 034/60 [S2:+mat]:  68%|██ | 304/444 [00:51<00:24,  5.72it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:25,  5.44it/s, loss=0.153, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  69%|██ | 305/444 [00:51<00:25,  5.44it/s, loss=0.557, pair=0.544, adv=3.535, sprd=0.003]
Ep 034/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:23,  5.88it/s, loss=0.557, pair=0.544, adv=3.535, sprd=0.003]
Ep 034/60 [S2:+mat]:  69%|██ | 306/444 [00:51<00:23,  5.88it/s, loss=0.363, pair=0.075, adv=2.724, sprd=0.003]
Ep 034/60 [S2:+mat]:  69%|██ | 307/444 [00:51<00:25,  5.45it/s, loss=0.363, pair=0.075, adv=2.724, sprd=0.003]
Ep 034/60 [S2:+mat]:  69%|██ | 307/444 [00:52<00:25,  5.45it/s, loss=0.483, pair=0.325, adv=3.406, sprd=0.002]
Ep 034/60 [S2:+mat]:  69%|██ | 308/444 [00:52<00:23,  5.89it/s, loss=0.483, pair=0.325, adv=3.406, sprd=0.002]
Ep 034/60 [S2:+mat]:  69%|██ | 308/444 [00:52<00:23,  5.89it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:24,  5.53it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  70%|██ | 309/444 [00:52<00:24,  5.53it/s, loss=0.414, pair=0.162, adv=3.092, sprd=0.002]
Ep 034/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:22,  5.94it/s, loss=0.414, pair=0.162, adv=3.092, sprd=0.002]
Ep 034/60 [S2:+mat]:  70%|██ | 310/444 [00:52<00:22,  5.94it/s, loss=0.822, pair=1.434, adv=3.444, sprd=0.004]
Ep 034/60 [S2:+mat]:  70%|██ | 311/444 [00:52<00:23,  5.58it/s, loss=0.822, pair=1.434, adv=3.444, sprd=0.004]
Ep 034/60 [S2:+mat]:  70%|█▍| 311/444 [00:52<00:23,  5.58it/s, loss=6.469, pair=20.250, adv=3.485, sprd=0.002]
Ep 034/60 [S2:+mat]:  70%|█▍| 312/444 [00:52<00:21,  6.00it/s, loss=6.469, pair=20.250, adv=3.485, sprd=0.002]
Ep 034/60 [S2:+mat]:  70%|██ | 312/444 [00:53<00:21,  6.00it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  70%|██ | 313/444 [00:53<00:23,  5.61it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  70%|██ | 313/444 [00:53<00:23,  5.61it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  71%|██ | 314/444 [00:53<00:21,  6.03it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  71%|██ | 314/444 [00:53<00:21,  6.03it/s, loss=1.904, pair=5.199, adv=2.921, sprd=0.002]
Ep 034/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:23,  5.57it/s, loss=1.904, pair=5.199, adv=2.921, sprd=0.002]
Ep 034/60 [S2:+mat]:  71%|██▏| 315/444 [00:53<00:23,  5.57it/s, loss=1.105, pair=2.387, adv=3.340, sprd=0.004]
Ep 034/60 [S2:+mat]:  71%|██▏| 316/444 [00:53<00:21,  6.00it/s, loss=1.105, pair=2.387, adv=3.340, sprd=0.004]
Ep 034/60 [S2:+mat]:  71%|█▍| 316/444 [00:53<00:21,  6.00it/s, loss=6.337, pair=19.984, adv=2.842, sprd=0.002]
Ep 034/60 [S2:+mat]:  71%|█▍| 317/444 [00:53<00:22,  5.69it/s, loss=6.337, pair=19.984, adv=2.842, sprd=0.002]
Ep 034/60 [S2:+mat]:  71%|██▏| 317/444 [00:53<00:22,  5.69it/s, loss=0.373, pair=0.091, adv=2.901, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|██▏| 318/444 [00:53<00:20,  6.09it/s, loss=0.373, pair=0.091, adv=2.901, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|██▏| 318/444 [00:54<00:20,  6.09it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|██▏| 319/444 [00:54<00:21,  5.69it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|█▍| 319/444 [00:54<00:21,  5.69it/s, loss=4.261, pair=12.938, adv=3.256, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|█▍| 320/444 [00:54<00:20,  6.10it/s, loss=4.261, pair=12.938, adv=3.256, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|██▏| 320/444 [00:54<00:20,  6.10it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:21,  5.68it/s, loss=0.092, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  72%|██▏| 321/444 [00:54<00:21,  5.68it/s, loss=3.369, pair=9.930, adv=3.667, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:20,  6.09it/s, loss=3.369, pair=9.930, adv=3.667, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|██▏| 322/444 [00:54<00:20,  6.09it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.80it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  73%|██▏| 323/444 [00:54<00:20,  5.80it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|██▏| 324/444 [00:54<00:19,  6.21it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|██▏| 324/444 [00:55<00:19,  6.21it/s, loss=0.442, pair=0.000, adv=3.150, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:19,  5.98it/s, loss=0.442, pair=0.000, adv=3.150, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|██▏| 325/444 [00:55<00:19,  5.98it/s, loss=0.724, pair=1.138, adv=3.438, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|██▏| 326/444 [00:55<00:18,  6.34it/s, loss=0.724, pair=1.138, adv=3.438, sprd=0.003]
Ep 034/60 [S2:+mat]:  73%|█▍| 326/444 [00:55<00:18,  6.34it/s, loss=6.397, pair=20.109, adv=3.106, sprd=0.002]
Ep 034/60 [S2:+mat]:  74%|█▍| 327/444 [00:55<00:20,  5.82it/s, loss=6.397, pair=20.109, adv=3.106, sprd=0.002]
Ep 034/60 [S2:+mat]:  74%|██▏| 327/444 [00:55<00:20,  5.82it/s, loss=0.355, pair=0.091, adv=2.724, sprd=0.002]
Ep 034/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.19it/s, loss=0.355, pair=0.091, adv=2.724, sprd=0.002]
Ep 034/60 [S2:+mat]:  74%|██▏| 328/444 [00:55<00:18,  6.19it/s, loss=0.345, pair=0.012, adv=2.830, sprd=0.002]
Ep 034/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.89it/s, loss=0.345, pair=0.012, adv=2.830, sprd=0.002]
Ep 034/60 [S2:+mat]:  74%|██▏| 329/444 [00:55<00:19,  5.89it/s, loss=0.471, pair=0.356, adv=3.111, sprd=0.003]
Ep 034/60 [S2:+mat]:  74%|██▏| 330/444 [00:55<00:18,  6.25it/s, loss=0.471, pair=0.356, adv=3.111, sprd=0.003]
Ep 034/60 [S2:+mat]:  74%|██▏| 330/444 [00:56<00:18,  6.25it/s, loss=2.291, pair=6.410, adv=3.094, sprd=0.003]
Ep 034/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:19,  5.84it/s, loss=2.291, pair=6.410, adv=3.094, sprd=0.003]
Ep 034/60 [S2:+mat]:  75%|██▏| 331/444 [00:56<00:19,  5.84it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:19,  5.75it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|██▏| 332/444 [00:56<00:19,  5.75it/s, loss=3.329, pair=9.859, adv=3.177, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|██▎| 333/444 [00:56<00:20,  5.52it/s, loss=3.329, pair=9.859, adv=3.177, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|█▌| 333/444 [00:56<00:20,  5.52it/s, loss=4.062, pair=12.297, adv=3.208, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|█▌| 334/444 [00:56<00:18,  5.83it/s, loss=4.062, pair=12.297, adv=3.208, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|██▎| 334/444 [00:56<00:18,  5.83it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.59it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  75%|██▎| 335/444 [00:56<00:19,  5.59it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  76%|██▎| 336/444 [00:56<00:18,  5.87it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  76%|██▎| 336/444 [00:57<00:18,  5.87it/s, loss=0.422, pair=0.184, adv=3.146, sprd=0.002]
Ep 034/60 [S2:+mat]:  76%|██▎| 337/444 [00:57<00:19,  5.46it/s, loss=0.422, pair=0.184, adv=3.146, sprd=0.002]
Ep 034/60 [S2:+mat]:  76%|██▎| 337/444 [00:57<00:19,  5.46it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  76%|██▎| 338/444 [00:57<00:19,  5.58it/s, loss=0.090, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  76%|██▎| 338/444 [00:57<00:19,  5.58it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  76%|██▎| 339/444 [00:57<00:19,  5.34it/s, loss=0.093, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  76%|██▎| 339/444 [00:57<00:19,  5.34it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|██▎| 340/444 [00:57<00:18,  5.69it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|██▎| 340/444 [00:57<00:18,  5.69it/s, loss=3.192, pair=9.422, adv=3.109, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.43it/s, loss=3.192, pair=9.422, adv=3.109, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|██▎| 341/444 [00:57<00:18,  5.43it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  77%|██▎| 342/444 [00:57<00:17,  5.77it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  77%|██▎| 342/444 [00:58<00:17,  5.77it/s, loss=3.219, pair=9.188, adv=3.246, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|██▎| 343/444 [00:58<00:19,  5.27it/s, loss=3.219, pair=9.188, adv=3.246, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|██▎| 343/444 [00:58<00:19,  5.27it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|██▎| 344/444 [00:58<00:17,  5.56it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  77%|█▌| 344/444 [00:58<00:17,  5.56it/s, loss=5.734, pair=17.828, adv=3.412, sprd=0.002]
Ep 034/60 [S2:+mat]:  78%|█▌| 345/444 [00:58<00:18,  5.26it/s, loss=5.734, pair=17.828, adv=3.412, sprd=0.002]
Ep 034/60 [S2:+mat]:  78%|█▌| 345/444 [00:58<00:18,  5.26it/s, loss=3.521, pair=10.516, adv=3.141, sprd=0.002]
Ep 034/60 [S2:+mat]:  78%|█▌| 346/444 [00:58<00:17,  5.59it/s, loss=3.521, pair=10.516, adv=3.141, sprd=0.002]
Ep 034/60 [S2:+mat]:  78%|██▎| 346/444 [00:58<00:17,  5.59it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  78%|██▎| 347/444 [00:58<00:18,  5.35it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  78%|█▌| 347/444 [00:59<00:18,  5.35it/s, loss=3.852, pair=11.547, adv=3.461, sprd=0.002]
Ep 034/60 [S2:+mat]:  78%|█▌| 348/444 [00:59<00:17,  5.61it/s, loss=3.852, pair=11.547, adv=3.461, sprd=0.002]
Ep 034/60 [S2:+mat]:  78%|█▌| 348/444 [00:59<00:17,  5.61it/s, loss=3.513, pair=10.406, adv=3.476, sprd=0.004]
Ep 034/60 [S2:+mat]:  79%|█▌| 349/444 [00:59<00:18,  5.17it/s, loss=3.513, pair=10.406, adv=3.476, sprd=0.004]
Ep 034/60 [S2:+mat]:  79%|██▎| 349/444 [00:59<00:18,  5.17it/s, loss=1.064, pair=2.262, adv=3.596, sprd=0.002]
Ep 034/60 [S2:+mat]:  79%|██▎| 350/444 [00:59<00:16,  5.54it/s, loss=1.064, pair=2.262, adv=3.596, sprd=0.002]
Ep 034/60 [S2:+mat]:  79%|██▎| 350/444 [00:59<00:16,  5.54it/s, loss=2.780, pair=8.000, adv=3.274, sprd=0.002]
Ep 034/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:17,  5.29it/s, loss=2.780, pair=8.000, adv=3.274, sprd=0.002]
Ep 034/60 [S2:+mat]:  79%|██▎| 351/444 [00:59<00:17,  5.29it/s, loss=1.713, pair=4.418, adv=3.317, sprd=0.003]
Ep 034/60 [S2:+mat]:  79%|██▍| 352/444 [00:59<00:15,  5.76it/s, loss=1.713, pair=4.418, adv=3.317, sprd=0.003]
Ep 034/60 [S2:+mat]:  79%|██▍| 352/444 [01:00<00:15,  5.76it/s, loss=0.710, pair=1.153, adv=3.038, sprd=0.003]
Ep 034/60 [S2:+mat]:  80%|██▍| 353/444 [01:00<00:16,  5.47it/s, loss=0.710, pair=1.153, adv=3.038, sprd=0.003]
Ep 034/60 [S2:+mat]:  80%|█▌| 353/444 [01:00<00:16,  5.47it/s, loss=3.673, pair=11.078, adv=2.907, sprd=0.002]
Ep 034/60 [S2:+mat]:  80%|█▌| 354/444 [01:00<00:15,  5.91it/s, loss=3.673, pair=11.078, adv=2.907, sprd=0.002]
Ep 034/60 [S2:+mat]:  80%|█▌| 354/444 [01:00<00:15,  5.91it/s, loss=3.413, pair=10.297, adv=2.721, sprd=0.002]
Ep 034/60 [S2:+mat]:  80%|█▌| 355/444 [01:00<00:15,  5.61it/s, loss=3.413, pair=10.297, adv=2.721, sprd=0.002]
Ep 034/60 [S2:+mat]:  80%|██▍| 355/444 [01:00<00:15,  5.61it/s, loss=1.442, pair=3.543, adv=3.234, sprd=0.002]
Ep 034/60 [S2:+mat]:  80%|██▍| 356/444 [01:00<00:14,  6.03it/s, loss=1.442, pair=3.543, adv=3.234, sprd=0.002]
Ep 034/60 [S2:+mat]:  80%|██▍| 356/444 [01:00<00:14,  6.03it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:14,  5.86it/s, loss=0.105, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  80%|██▍| 357/444 [01:00<00:14,  5.86it/s, loss=2.141, pair=5.824, adv=3.329, sprd=0.003]
Ep 034/60 [S2:+mat]:  81%|██▍| 358/444 [01:00<00:13,  6.24it/s, loss=2.141, pair=5.824, adv=3.329, sprd=0.003]
Ep 034/60 [S2:+mat]:  81%|██▍| 358/444 [01:01<00:13,  6.24it/s, loss=1.764, pair=4.676, adv=3.022, sprd=0.002]
Ep 034/60 [S2:+mat]:  81%|██▍| 359/444 [01:01<00:14,  5.94it/s, loss=1.764, pair=4.676, adv=3.022, sprd=0.002]
Ep 034/60 [S2:+mat]:  81%|██▍| 359/444 [01:01<00:14,  5.94it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  81%|██▍| 360/444 [01:01<00:13,  6.09it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  81%|█▌| 360/444 [01:01<00:13,  6.09it/s, loss=4.856, pair=15.016, adv=2.908, sprd=0.004]
Ep 034/60 [S2:+mat]:  81%|█▋| 361/444 [01:01<00:15,  5.23it/s, loss=4.856, pair=15.016, adv=2.908, sprd=0.004]
Ep 034/60 [S2:+mat]:  81%|█▋| 361/444 [01:01<00:15,  5.23it/s, loss=7.805, pair=24.719, adv=3.464, sprd=0.003]
Ep 034/60 [S2:+mat]:  82%|█▋| 362/444 [01:01<00:14,  5.67it/s, loss=7.805, pair=24.719, adv=3.464, sprd=0.003]
Ep 034/60 [S2:+mat]:  82%|█▋| 362/444 [01:01<00:14,  5.67it/s, loss=7.573, pair=24.016, adv=3.121, sprd=0.003]
Ep 034/60 [S2:+mat]:  82%|█▋| 363/444 [01:01<00:15,  5.36it/s, loss=7.573, pair=24.016, adv=3.121, sprd=0.003]
Ep 034/60 [S2:+mat]:  82%|█▋| 363/444 [01:01<00:15,  5.36it/s, loss=3.593, pair=10.828, adv=2.897, sprd=0.002]
Ep 034/60 [S2:+mat]:  82%|█▋| 364/444 [01:01<00:14,  5.70it/s, loss=3.593, pair=10.828, adv=2.897, sprd=0.002]
Ep 034/60 [S2:+mat]:  82%|██▍| 364/444 [01:02<00:14,  5.70it/s, loss=0.500, pair=0.364, adv=3.491, sprd=0.004]
Ep 034/60 [S2:+mat]:  82%|██▍| 365/444 [01:02<00:14,  5.33it/s, loss=0.500, pair=0.364, adv=3.491, sprd=0.004]
Ep 034/60 [S2:+mat]:  82%|██▍| 365/444 [01:02<00:14,  5.33it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  82%|██▍| 366/444 [01:02<00:14,  5.46it/s, loss=0.099, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  82%|██▍| 366/444 [01:02<00:14,  5.46it/s, loss=0.512, pair=0.388, adv=3.306, sprd=0.003]
Ep 034/60 [S2:+mat]:  83%|██▍| 367/444 [01:02<00:15,  4.92it/s, loss=0.512, pair=0.388, adv=3.306, sprd=0.003]
Ep 034/60 [S2:+mat]:  83%|██▍| 367/444 [01:02<00:15,  4.92it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  83%|██▍| 368/444 [01:02<00:14,  5.33it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  83%|█▋| 368/444 [01:02<00:14,  5.33it/s, loss=6.401, pair=20.016, adv=3.298, sprd=0.004]
Ep 034/60 [S2:+mat]:  83%|█▋| 369/444 [01:02<00:14,  5.06it/s, loss=6.401, pair=20.016, adv=3.298, sprd=0.004]
Ep 034/60 [S2:+mat]:  83%|██▍| 369/444 [01:03<00:14,  5.06it/s, loss=0.632, pair=0.794, adv=3.702, sprd=0.004]
Ep 034/60 [S2:+mat]:  83%|██▌| 370/444 [01:03<00:14,  5.27it/s, loss=0.632, pair=0.794, adv=3.702, sprd=0.004]
Ep 034/60 [S2:+mat]:  83%|██▌| 370/444 [01:03<00:14,  5.27it/s, loss=0.975, pair=1.950, adv=3.366, sprd=0.004]
Ep 034/60 [S2:+mat]:  84%|██▌| 371/444 [01:03<00:15,  4.75it/s, loss=0.975, pair=1.950, adv=3.366, sprd=0.004]
Ep 034/60 [S2:+mat]:  84%|██▌| 371/444 [01:03<00:15,  4.75it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  84%|██▌| 372/444 [01:03<00:14,  5.04it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.005]
Ep 034/60 [S2:+mat]:  84%|██▌| 372/444 [01:03<00:14,  5.04it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:14,  4.93it/s, loss=0.129, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  84%|██▌| 373/444 [01:03<00:14,  4.93it/s, loss=0.506, pair=0.387, adv=3.479, sprd=0.005]
Ep 034/60 [S2:+mat]:  84%|██▌| 374/444 [01:03<00:13,  5.16it/s, loss=0.506, pair=0.387, adv=3.479, sprd=0.005]
Ep 034/60 [S2:+mat]:  84%|██▌| 374/444 [01:04<00:13,  5.16it/s, loss=2.779, pair=8.016, adv=3.223, sprd=0.003]
Ep 034/60 [S2:+mat]:  84%|██▌| 375/444 [01:04<00:14,  4.74it/s, loss=2.779, pair=8.016, adv=3.223, sprd=0.003]
Ep 034/60 [S2:+mat]:  84%|██▌| 375/444 [01:04<00:14,  4.74it/s, loss=1.960, pair=5.387, adv=2.895, sprd=0.002]
Ep 034/60 [S2:+mat]:  85%|██▌| 376/444 [01:04<00:13,  5.18it/s, loss=1.960, pair=5.387, adv=2.895, sprd=0.002]
Ep 034/60 [S2:+mat]:  85%|██▌| 376/444 [01:04<00:13,  5.18it/s, loss=2.357, pair=6.637, adv=3.093, sprd=0.003]
Ep 034/60 [S2:+mat]:  85%|██▌| 377/444 [01:04<00:13,  5.09it/s, loss=2.357, pair=6.637, adv=3.093, sprd=0.003]
Ep 034/60 [S2:+mat]:  85%|██▌| 377/444 [01:04<00:13,  5.09it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  85%|██▌| 378/444 [01:04<00:12,  5.27it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  85%|█▋| 378/444 [01:04<00:12,  5.27it/s, loss=4.261, pair=12.898, adv=3.762, sprd=0.004]
Ep 034/60 [S2:+mat]:  85%|█▋| 379/444 [01:04<00:12,  5.04it/s, loss=4.261, pair=12.898, adv=3.762, sprd=0.004]
Ep 034/60 [S2:+mat]:  85%|█▋| 379/444 [01:05<00:12,  5.04it/s, loss=6.684, pair=21.016, adv=3.263, sprd=0.003]
Ep 034/60 [S2:+mat]:  86%|█▋| 380/444 [01:05<00:11,  5.43it/s, loss=6.684, pair=21.016, adv=3.263, sprd=0.003]
Ep 034/60 [S2:+mat]:  86%|██▌| 380/444 [01:05<00:11,  5.43it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  86%|██▌| 381/444 [01:05<00:12,  5.17it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  86%|█▋| 381/444 [01:05<00:12,  5.17it/s, loss=3.542, pair=10.570, adv=3.175, sprd=0.002]
Ep 034/60 [S2:+mat]:  86%|█▋| 382/444 [01:05<00:11,  5.34it/s, loss=3.542, pair=10.570, adv=3.175, sprd=0.002]
Ep 034/60 [S2:+mat]:  86%|██▌| 382/444 [01:05<00:11,  5.34it/s, loss=0.513, pair=0.450, adv=3.210, sprd=0.003]
Ep 034/60 [S2:+mat]:  86%|██▌| 383/444 [01:05<00:12,  4.97it/s, loss=0.513, pair=0.450, adv=3.210, sprd=0.003]
Ep 034/60 [S2:+mat]:  86%|██▌| 383/444 [01:05<00:12,  4.97it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  86%|██▌| 384/444 [01:05<00:11,  5.33it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  86%|██▌| 384/444 [01:06<00:11,  5.33it/s, loss=0.380, pair=0.000, adv=3.222, sprd=0.004]
Ep 034/60 [S2:+mat]:  87%|██▌| 385/444 [01:06<00:11,  5.14it/s, loss=0.380, pair=0.000, adv=3.222, sprd=0.004]
Ep 034/60 [S2:+mat]:  87%|█▋| 385/444 [01:06<00:11,  5.14it/s, loss=5.833, pair=18.172, adv=3.276, sprd=0.003]
Ep 034/60 [S2:+mat]:  87%|█▋| 386/444 [01:06<00:10,  5.39it/s, loss=5.833, pair=18.172, adv=3.276, sprd=0.003]
Ep 034/60 [S2:+mat]:  87%|██▌| 386/444 [01:06<00:10,  5.39it/s, loss=0.521, pair=0.450, adv=3.370, sprd=0.003]
Ep 034/60 [S2:+mat]:  87%|██▌| 387/444 [01:06<00:11,  5.16it/s, loss=0.521, pair=0.450, adv=3.370, sprd=0.003]
Ep 034/60 [S2:+mat]:  87%|██▌| 387/444 [01:06<00:11,  5.16it/s, loss=0.396, pair=0.075, adv=3.264, sprd=0.002]
Ep 034/60 [S2:+mat]:  87%|██▌| 388/444 [01:06<00:10,  5.31it/s, loss=0.396, pair=0.075, adv=3.264, sprd=0.002]
Ep 034/60 [S2:+mat]:  87%|██▌| 388/444 [01:06<00:10,  5.31it/s, loss=1.900, pair=5.074, adv=3.231, sprd=0.004]
Ep 034/60 [S2:+mat]:  88%|██▋| 389/444 [01:06<00:10,  5.27it/s, loss=1.900, pair=5.074, adv=3.231, sprd=0.004]
Ep 034/60 [S2:+mat]:  88%|█▊| 389/444 [01:06<00:10,  5.27it/s, loss=6.050, pair=18.938, adv=3.100, sprd=0.004]
Ep 034/60 [S2:+mat]:  88%|█▊| 390/444 [01:06<00:09,  5.64it/s, loss=6.050, pair=18.938, adv=3.100, sprd=0.004]
Ep 034/60 [S2:+mat]:  88%|██▋| 390/444 [01:07<00:09,  5.64it/s, loss=1.757, pair=4.336, adv=3.249, sprd=0.003]
Ep 034/60 [S2:+mat]:  88%|██▋| 391/444 [01:07<00:09,  5.38it/s, loss=1.757, pair=4.336, adv=3.249, sprd=0.003]
Ep 034/60 [S2:+mat]:  88%|█▊| 391/444 [01:07<00:09,  5.38it/s, loss=7.787, pair=24.656, adv=3.525, sprd=0.002]
Ep 034/60 [S2:+mat]:  88%|█▊| 392/444 [01:07<00:08,  5.81it/s, loss=7.787, pair=24.656, adv=3.525, sprd=0.002]
Ep 034/60 [S2:+mat]:  88%|██▋| 392/444 [01:07<00:08,  5.81it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  89%|██▋| 393/444 [01:07<00:09,  5.58it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  89%|██▋| 393/444 [01:07<00:09,  5.58it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  89%|██▋| 394/444 [01:07<00:08,  5.87it/s, loss=0.080, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  89%|██▋| 394/444 [01:07<00:08,  5.87it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  89%|██▋| 395/444 [01:07<00:08,  5.48it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  89%|█▊| 395/444 [01:07<00:08,  5.48it/s, loss=4.577, pair=13.945, adv=3.335, sprd=0.004]
Ep 034/60 [S2:+mat]:  89%|█▊| 396/444 [01:07<00:08,  5.91it/s, loss=4.577, pair=13.945, adv=3.335, sprd=0.004]
Ep 034/60 [S2:+mat]:  89%|██▋| 396/444 [01:08<00:08,  5.91it/s, loss=1.617, pair=4.074, adv=3.339, sprd=0.002]
Ep 034/60 [S2:+mat]:  89%|██▋| 397/444 [01:08<00:08,  5.77it/s, loss=1.617, pair=4.074, adv=3.339, sprd=0.002]
Ep 034/60 [S2:+mat]:  89%|██▋| 397/444 [01:08<00:08,  5.77it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  90%|██▋| 398/444 [01:08<00:07,  5.89it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  90%|██▋| 398/444 [01:08<00:07,  5.89it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  90%|██▋| 399/444 [01:08<00:08,  5.16it/s, loss=0.101, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  90%|██▋| 399/444 [01:08<00:08,  5.16it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  90%|██▋| 400/444 [01:08<00:07,  5.58it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.004]
Ep 034/60 [S2:+mat]:  90%|██▋| 400/444 [01:08<00:07,  5.58it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  90%|██▋| 401/444 [01:08<00:08,  5.21it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  90%|██▋| 401/444 [01:09<00:08,  5.21it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  91%|██▋| 402/444 [01:09<00:07,  5.48it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  91%|██▋| 402/444 [01:09<00:07,  5.48it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  91%|██▋| 403/444 [01:09<00:08,  5.07it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  91%|█▊| 403/444 [01:09<00:08,  5.07it/s, loss=5.658, pair=17.547, adv=3.382, sprd=0.004]
Ep 034/60 [S2:+mat]:  91%|█▊| 404/444 [01:09<00:07,  5.25it/s, loss=5.658, pair=17.547, adv=3.382, sprd=0.004]
Ep 034/60 [S2:+mat]:  91%|██▋| 404/444 [01:09<00:07,  5.25it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  91%|██▋| 405/444 [01:09<00:07,  5.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  91%|█▊| 405/444 [01:09<00:07,  5.13it/s, loss=3.675, pair=11.047, adv=3.037, sprd=0.001]
Ep 034/60 [S2:+mat]:  91%|█▊| 406/444 [01:09<00:06,  5.48it/s, loss=3.675, pair=11.047, adv=3.037, sprd=0.001]
Ep 034/60 [S2:+mat]:  91%|██▋| 406/444 [01:10<00:06,  5.48it/s, loss=0.419, pair=0.000, adv=2.900, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 407/444 [01:10<00:06,  5.41it/s, loss=0.419, pair=0.000, adv=2.900, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 407/444 [01:10<00:06,  5.41it/s, loss=1.226, pair=2.887, adv=3.075, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 408/444 [01:10<00:06,  5.69it/s, loss=1.226, pair=2.887, adv=3.075, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 408/444 [01:10<00:06,  5.69it/s, loss=0.396, pair=0.012, adv=3.494, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 409/444 [01:10<00:06,  5.48it/s, loss=0.396, pair=0.012, adv=3.494, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 409/444 [01:10<00:06,  5.48it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 410/444 [01:10<00:05,  5.92it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  92%|██▊| 410/444 [01:10<00:05,  5.92it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 411/444 [01:10<00:05,  5.59it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 411/444 [01:10<00:05,  5.59it/s, loss=3.116, pair=9.234, adv=2.903, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 412/444 [01:10<00:05,  6.00it/s, loss=3.116, pair=9.234, adv=2.903, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 412/444 [01:11<00:05,  6.00it/s, loss=1.816, pair=4.211, adv=3.364, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 413/444 [01:11<00:05,  5.50it/s, loss=1.816, pair=4.211, adv=3.364, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 413/444 [01:11<00:05,  5.50it/s, loss=1.809, pair=4.824, adv=3.054, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 414/444 [01:11<00:05,  5.76it/s, loss=1.809, pair=4.824, adv=3.054, sprd=0.002]
Ep 034/60 [S2:+mat]:  93%|██▊| 414/444 [01:11<00:05,  5.76it/s, loss=2.159, pair=5.887, adv=3.579, sprd=0.003]
Ep 034/60 [S2:+mat]:  93%|██▊| 415/444 [01:11<00:05,  5.30it/s, loss=2.159, pair=5.887, adv=3.579, sprd=0.003]
Ep 034/60 [S2:+mat]:  93%|██▊| 415/444 [01:11<00:05,  5.30it/s, loss=0.754, pair=1.195, adv=3.338, sprd=0.002]
Ep 034/60 [S2:+mat]:  94%|██▊| 416/444 [01:11<00:05,  5.42it/s, loss=0.754, pair=1.195, adv=3.338, sprd=0.002]
Ep 034/60 [S2:+mat]:  94%|▉| 416/444 [01:11<00:05,  5.42it/s, loss=12.141, pair=39.125, adv=3.645, sprd=0.003]
Ep 034/60 [S2:+mat]:  94%|▉| 417/444 [01:11<00:05,  5.02it/s, loss=12.141, pair=39.125, adv=3.645, sprd=0.003]
Ep 034/60 [S2:+mat]:  94%|██▊| 417/444 [01:12<00:05,  5.02it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  94%|██▊| 418/444 [01:12<00:04,  5.30it/s, loss=0.076, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  94%|██▊| 418/444 [01:12<00:04,  5.30it/s, loss=3.062, pair=8.672, adv=3.324, sprd=0.002]
Ep 034/60 [S2:+mat]:  94%|██▊| 419/444 [01:12<00:05,  4.81it/s, loss=3.062, pair=8.672, adv=3.324, sprd=0.002]
Ep 034/60 [S2:+mat]:  94%|██▊| 419/444 [01:12<00:05,  4.81it/s, loss=2.205, pair=6.035, adv=3.751, sprd=0.002]
Ep 034/60 [S2:+mat]:  95%|██▊| 420/444 [01:12<00:04,  5.21it/s, loss=2.205, pair=6.035, adv=3.751, sprd=0.002]
Ep 034/60 [S2:+mat]:  95%|██▊| 420/444 [01:12<00:04,  5.21it/s, loss=0.455, pair=0.137, adv=3.465, sprd=0.003]
Ep 034/60 [S2:+mat]:  95%|██▊| 421/444 [01:12<00:04,  5.14it/s, loss=0.455, pair=0.137, adv=3.465, sprd=0.003]
Ep 034/60 [S2:+mat]:  95%|██▊| 421/444 [01:12<00:04,  5.14it/s, loss=0.422, pair=0.184, adv=3.057, sprd=0.002]
Ep 034/60 [S2:+mat]:  95%|██▊| 422/444 [01:12<00:03,  5.64it/s, loss=0.422, pair=0.184, adv=3.057, sprd=0.002]
Ep 034/60 [S2:+mat]:  95%|█▉| 422/444 [01:13<00:03,  5.64it/s, loss=4.952, pair=15.156, adv=3.420, sprd=0.004]
Ep 034/60 [S2:+mat]:  95%|█▉| 423/444 [01:13<00:03,  5.38it/s, loss=4.952, pair=15.156, adv=3.420, sprd=0.004]
Ep 034/60 [S2:+mat]:  95%|██▊| 423/444 [01:13<00:03,  5.38it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  95%|██▊| 424/444 [01:13<00:03,  5.84it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  95%|██▊| 424/444 [01:13<00:03,  5.84it/s, loss=1.451, pair=3.527, adv=3.583, sprd=0.004]
Ep 034/60 [S2:+mat]:  96%|██▊| 425/444 [01:13<00:03,  5.14it/s, loss=1.451, pair=3.527, adv=3.583, sprd=0.004]
Ep 034/60 [S2:+mat]:  96%|██▊| 425/444 [01:13<00:03,  5.14it/s, loss=2.907, pair=8.391, adv=3.422, sprd=0.002]
Ep 034/60 [S2:+mat]:  96%|██▉| 426/444 [01:13<00:03,  5.30it/s, loss=2.907, pair=8.391, adv=3.422, sprd=0.002]
Ep 034/60 [S2:+mat]:  96%|██▉| 426/444 [01:13<00:03,  5.30it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  96%|██▉| 427/444 [01:13<00:03,  4.92it/s, loss=0.087, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  96%|█▉| 427/444 [01:13<00:03,  4.92it/s, loss=5.026, pair=15.445, adv=3.410, sprd=0.002]
Ep 034/60 [S2:+mat]:  96%|█▉| 428/444 [01:13<00:03,  5.13it/s, loss=5.026, pair=15.445, adv=3.410, sprd=0.002]
Ep 034/60 [S2:+mat]:  96%|██▉| 428/444 [01:14<00:03,  5.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  97%|██▉| 429/444 [01:14<00:03,  4.92it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.001]
Ep 034/60 [S2:+mat]:  97%|██▉| 429/444 [01:14<00:03,  4.92it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  97%|██▉| 430/444 [01:14<00:02,  5.36it/s, loss=0.082, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  97%|█▉| 430/444 [01:14<00:02,  5.36it/s, loss=6.490, pair=20.453, adv=3.007, sprd=0.001]
Ep 034/60 [S2:+mat]:  97%|█▉| 431/444 [01:14<00:02,  5.32it/s, loss=6.490, pair=20.453, adv=3.007, sprd=0.001]
Ep 034/60 [S2:+mat]:  97%|██▉| 431/444 [01:14<00:02,  5.32it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  97%|██▉| 432/444 [01:14<00:02,  5.47it/s, loss=0.078, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  97%|██▉| 432/444 [01:14<00:02,  5.47it/s, loss=1.733, pair=4.531, adv=3.209, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 433/444 [01:14<00:02,  4.87it/s, loss=1.733, pair=4.531, adv=3.209, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 433/444 [01:15<00:02,  4.87it/s, loss=3.210, pair=9.422, adv=3.563, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 434/444 [01:15<00:01,  5.08it/s, loss=3.210, pair=9.422, adv=3.563, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 434/444 [01:15<00:01,  5.08it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 435/444 [01:15<00:01,  5.13it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 435/444 [01:15<00:01,  5.13it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  98%|██▉| 436/444 [01:15<00:01,  5.33it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.003]
Ep 034/60 [S2:+mat]:  98%|██▉| 436/444 [01:15<00:01,  5.33it/s, loss=2.843, pair=8.266, adv=3.131, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 437/444 [01:15<00:01,  4.85it/s, loss=2.843, pair=8.266, adv=3.131, sprd=0.002]
Ep 034/60 [S2:+mat]:  98%|██▉| 437/444 [01:15<00:01,  4.85it/s, loss=0.994, pair=2.096, adv=3.142, sprd=0.001]
Ep 034/60 [S2:+mat]:  99%|██▉| 438/444 [01:15<00:01,  5.08it/s, loss=0.994, pair=2.096, adv=3.142, sprd=0.001]
Ep 034/60 [S2:+mat]:  99%|█▉| 438/444 [01:16<00:01,  5.08it/s, loss=3.423, pair=10.117, adv=3.514, sprd=0.002]
Ep 034/60 [S2:+mat]:  99%|█▉| 439/444 [01:16<00:01,  4.78it/s, loss=3.423, pair=10.117, adv=3.514, sprd=0.002]
Ep 034/60 [S2:+mat]:  99%|█▉| 439/444 [01:16<00:01,  4.78it/s, loss=3.995, pair=12.125, adv=3.026, sprd=0.002]
Ep 034/60 [S2:+mat]:  99%|█▉| 440/444 [01:16<00:00,  5.23it/s, loss=3.995, pair=12.125, adv=3.026, sprd=0.002]
Ep 034/60 [S2:+mat]:  99%|██▉| 440/444 [01:16<00:00,  5.23it/s, loss=3.368, pair=9.914, adv=3.617, sprd=0.001]
Ep 034/60 [S2:+mat]:  99%|██▉| 441/444 [01:16<00:00,  5.04it/s, loss=3.368, pair=9.914, adv=3.617, sprd=0.001]
Ep 034/60 [S2:+mat]:  99%|██▉| 441/444 [01:16<00:00,  5.04it/s, loss=0.431, pair=0.278, adv=2.975, sprd=0.001]
Ep 034/60 [S2:+mat]: 100%|██▉| 442/444 [01:16<00:00,  5.54it/s, loss=0.431, pair=0.278, adv=2.975, sprd=0.001]
Ep 034/60 [S2:+mat]: 100%|█▉| 442/444 [01:16<00:00,  5.54it/s, loss=4.103, pair=12.484, adv=3.007, sprd=0.001]
Ep 034/60 [S2:+mat]: 100%|█▉| 443/444 [01:16<00:00,  5.32it/s, loss=4.103, pair=12.484, adv=3.007, sprd=0.001]
Ep 034/60 [S2:+mat]: 100%|██▉| 443/444 [01:17<00:00,  5.32it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 034/60 [S2:+mat]: 100%|███| 444/444 [01:17<00:00,  5.54it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
                                                                                                              
Epoch 034/60 [S2:+mat]  loss=1.6900  mat=0.1758  sens=5.3266  pair=4.6788  adv=2.2014(rand=3.37)  deg=0.0088  orth=0.0043  spread=0.0027  q_mean=52.9  q_std=21.8  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.51e-05  77s

Ep 035/60 [S2:+mat]:   0%|                                                            | 0/444 [00:00<?, ?it/s]
Ep 035/60 [S2:+mat]:   0%|             | 0/444 [00:00<?, ?it/s, loss=0.744, pair=1.200, adv=3.327, sprd=0.002]
Ep 035/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:46,  2.66it/s, loss=0.744, pair=1.200, adv=3.327, sprd=0.002]
Ep 035/60 [S2:+mat]:   0%|     | 1/444 [00:00<02:46,  2.66it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 035/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:46,  4.15it/s, loss=0.083, pair=0.000, adv=0.000, sprd=0.002]
Ep 035/60 [S2:+mat]:   0%|     | 2/444 [00:00<01:46,  4.15it/s, loss=0.412, pair=0.091, adv=3.519, sprd=0.002]
Ep 035/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:41,  4.34it/s, loss=0.412, pair=0.091, adv=3.519, sprd=0.002]
Ep 035/60 [S2:+mat]:   1%|     | 3/444 [00:00<01:41,  4.34it/s, loss=0.369, pair=0.059, adv=3.043, sprd=0.002]
Ep 035/60 [S2:+mat]:   1%|     | 4/444 [00:00<01:25,  5.14it/s, loss=0.369, pair=0.059, adv=3.043, sprd=0.002]
Ep 035/60 [S2:+mat]:   1%|    | 4/444 [00:01<01:25,  5.14it/s, loss=5.925, pair=18.281, adv=3.212, sprd=0.002]
Ep 035/60 [S2:+mat]:   1%|    | 5/444 [00:01<01:28,  4.96it/s, loss=5.925, pair=18.281, adv=3.212, sprd=0.002]
Ep 035/60 [S2:+mat]:   1%|     | 5/444 [00:01<01:28,  4.96it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.001]
Ep 035/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:24,  5.18it/s, loss=0.088, pair=0.000, adv=0.000, sprd=0.001]
Ep 035/60 [S2:+mat]:   1%|     | 6/444 [00:01<01:24,  5.18it/s, loss=0.576, pair=0.606, adv=3.487, sprd=0.002]
Ep 035/60 [S2:+mat]:   2%|     | 7/444 [00:01<01:31,  4.79it/s, loss=0.576, pair=0.606, adv=3.487, sprd=0.002]
Ep 035/60 [S2:+mat]:   2%|    | 7/444 [00:01<01:31,  4.79it/s, loss=7.043, pair=22.188, adv=3.334, sprd=0.002]
Ep 035/60 [S2:+mat]:   2%|    | 8/444 [00:01<01:26,  5.03it/s, loss=7.043, pair=22.188, adv=3.334, sprd=0.002]
Ep 035/60 [S2:+mat]:   2%|     | 8/444 [00:01<01:26,  5.03it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 035/60 [S2:+mat]:   2%|     | 9/444 [00:01<01:24,  5.15it/s, loss=0.096, pair=0.000, adv=0.000, sprd=0.003]
Ep 035/60 [S2:+mat]:   2%|     | 9/444 [00:02<01:24,  5.15it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 035/60 [S2:+mat]:   2%|    | 10/444 [00:02<01:18,  5.55it/s, loss=0.086, pair=0.000, adv=0.000, sprd=0.002]
Ep 035/60 [S2:+mat]:   2%|    | 10/444 [00:02<01:18,  5.55it/s, loss=0.620, pair=0.981, adv=2.691, sprd=0.001]
Ep 035/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:21,  5.29it/s, loss=0.620, pair=0.981, adv=2.691, sprd=0.001]
Ep 035/60 [S2:+mat]:   2%|    | 11/444 [00:02<01:21,  5.29it/s, loss=1.568, pair=4.078, adv=2.936, sprd=0.002]
Ep 035/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:17,  5.60it/s, loss=1.568, pair=4.078, adv=2.936, sprd=0.002]
Ep 035/60 [S2:+mat]:   3%|    | 12/444 [00:02<01:17,  5.60it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 035/60 [S2:+mat]:   3%|    | 13/444 [00:02<01:27,  4.91it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.002]
Ep 035/60 [S2:+mat]:   3%|   | 13/444 [00:02<01:27,  4.91it/s, loss=5.704, pair=17.828, adv=3.023, sprd=0.002]
Ep 035/60 [S2:+mat]:   3%|   | 14/444 [00:02<01:24,  5.10it/s, loss=5.704, pair=17.828, adv=3.023, sprd=0.002]
Ep 035/60 [S2:+mat]:   3%|▏   | 14/444 [00:03<01:24,  5.10it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.001]
Ep 035/60 [S2:+mat]:   3%|▏   | 15/444 [00:03<01:23,  5.15it/s, loss=0.081, pair=0.000, adv=0.000, sprd=0.001]
Ep 035/60 [S2:+mat]:   3%|▏   | 15/444 [00:03<01:23,  5.15it/s, loss=3.205, pair=9.438, adv=3.238, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:16,  5.58it/s, loss=3.205, pair=9.438, adv=3.238, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|▏   | 16/444 [00:03<01:16,  5.58it/s, loss=1.212, pair=2.713, adv=3.486, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:19,  5.40it/s, loss=1.212, pair=2.713, adv=3.486, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|▏   | 17/444 [00:03<01:19,  5.40it/s, loss=1.668, pair=4.324, adv=3.188, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|▏   | 18/444 [00:03<01:12,  5.85it/s, loss=1.668, pair=4.324, adv=3.188, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|   | 18/444 [00:03<01:12,  5.85it/s, loss=3.474, pair=10.344, adv=3.131, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|▏  | 19/444 [00:03<01:14,  5.68it/s, loss=3.474, pair=10.344, adv=3.131, sprd=0.002]
Ep 035/60 [S2:+mat]:   4%|▏   | 19/444 [00:03<01:14,  5.68it/s, loss=2.993, pair=8.727, adv=3.218, sprd=0.003]
Ep 035/60 [S2:+mat]:   5%|▏   | 20/444 [00:03<01:09,  6.07it/s, loss=2.993, pair=8.727, adv=3.218, sprd=0.003]
Ep 035/60 [S2:+mat]:   5%|▏   | 20/444 [00:04<01:09,  6.07it/s, loss=3.099, pair=8.812, adv=3.481, sprd=0.001]
Ep 035/60 [S2:+mat]:   5%|▏   | 21/444 [00:04<01:13,  5.75it/s, loss=3.099, pair=8.812, adv=3.481, sprd=0.001]
Ep 035/60 [S2:+mat]:   5%|▏   | 21/444 [00:04<01:13,  5.75it/s, loss=1.214, pair=2.746, adv=3.488, sprd=0.002]
Ep 035/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:09,  6.12it/s, loss=1.214, pair=2.746, adv=3.488, sprd=0.002]
Ep 035/60 [S2:+mat]:   5%|▏   | 22/444 [00:04<01:09,  6.12it/s, loss=0.992, pair=2.004, adv=3.590, sprd=0.002]
Ep 035/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:11,  5.88it/s, loss=0.992, pair=2.004, adv=3.590, sprd=0.002]
Ep 035/60 [S2:+mat]:   5%|▏   | 23/444 [00:04<01:11,  5.88it/s, loss=2.938, pair=8.547, adv=3.226, sprd=0.002]
Ep 035/60 [S2:+mat]:   5%|▏   | 24/444 [00:04<01:07,  6.22it/s, loss=2.938, pair=8.547, adv=3.226, sprd=0.002]
Ep 035/60 [S2:+mat]:   5%|▏  | 24/444 [00:04<01:07,  6.22it/s, loss=4.335, pair=13.172, adv=3.225, sprd=0.002]
Ep 035/60 [S2:+mat]:   6%|▏  | 25/444 [00:04<01:11,  5.87it/s, loss=4.335, pair=13.172, adv=3.225, sprd=0.002]
Ep 035/60 [S2:+mat]:   6%|▏   | 25/444 [00:04<01:11,  5.87it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 035/60 [S2:+mat]:   6%|▏   | 26/444 [00:04<01:07,  6.23it/s, loss=0.085, pair=0.000, adv=0.000, sprd=0.003]
Ep 035/60 [S2:+mat]:   6%|▏   | 26/444 [00:05<01:07,  6.23it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 035/60 [S2:+mat]:   6%|▏   | 27/444 [00:05<01:14,  5.60it/s, loss=0.091, pair=0.000, adv=0.000, sprd=0.003]
Ep 035/60 [S2:+mat]:   6%|▏   | 27/444 [00:05<01:14,  5.60it/s, loss=2.384, pair=6.645, adv=3.367, sprd=0.002]
Ep 035/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:12,  5.76it/s, loss=2.384, pair=6.645, adv=3.367, sprd=0.002]
Ep 035/60 [S2:+mat]:   6%|▎   | 28/444 [00:05<01:12,  5.76it/s, loss=0.795, pair=1.325, adv=3.686, sprd=0.002]
Ep 035/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:16,  5.44it/s, loss=0.795, pair=1.325, adv=3.686, sprd=0.002]
Ep 035/60 [S2:+mat]:   7%|▎   | 29/444 [00:05<01:16,  5.44it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]
Ep 035/60 [S2:+mat]:   7%|▎   | 30/444 [00:05<01:10,  5.84it/s, loss=0.084, pair=0.000, adv=0.000, sprd=0.003]Terminated