nohup: ignoring input
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Device: cuda  |  GPUs visible: 1 ['NVIDIA RTX A4000']
SD302 records discovered: 30567
FVC records discovered: 7040
PolyU records discovered: 5952
Excluded sensors {'S_500_slap', 'R_500_slap', 'R_1000_slap'}: 43559 → 42683 records
CrossSensorBatchSampler: 2336 eligible anchor groups | k_cross=16 anchored pairs/batch | 333 batches/epoch
AMP fp16: enabled
Computing initial prototypes (max_batches=150)...

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Computing prototypes:  65%|████████▍    | 98/150 [00:45<00:23,  2.18it/s, identities=1034]
Computing prototypes:  66%|████████▌    | 99/150 [00:45<00:23,  2.17it/s, identities=1034]
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Computing prototypes:  67%|████████    | 100/150 [00:46<00:23,  2.17it/s, identities=1042]
Computing prototypes:  67%|████████    | 101/150 [00:46<00:22,  2.16it/s, identities=1042]
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Computing prototypes:  69%|████████▏   | 103/150 [00:47<00:21,  2.17it/s, identities=1042]
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Computing prototypes:  70%|████████▍   | 105/150 [00:48<00:20,  2.16it/s, identities=1042]
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Computing prototypes:  71%|████████▍   | 106/150 [00:48<00:20,  2.16it/s, identities=1045]
Computing prototypes:  71%|████████▌   | 107/150 [00:48<00:19,  2.16it/s, identities=1045]
Computing prototypes:  71%|████████▌   | 107/150 [00:49<00:19,  2.16it/s, identities=1047]
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Computing prototypes:  72%|████████▋   | 108/150 [00:49<00:19,  2.16it/s, identities=1048]
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Computing prototypes:  73%|████████▋   | 109/150 [00:50<00:19,  2.16it/s, identities=1049]
Computing prototypes:  73%|████████▊   | 110/150 [00:50<00:18,  2.15it/s, identities=1049]
Computing prototypes:  73%|████████▊   | 110/150 [00:50<00:18,  2.15it/s, identities=1050]
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Computing prototypes:  74%|████████▉   | 111/150 [00:51<00:18,  2.15it/s, identities=1051]
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Computing prototypes:  76%|█████████   | 114/150 [00:52<00:16,  2.14it/s, identities=1051]
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Computing prototypes:  77%|█████████▏  | 115/150 [00:52<00:16,  2.15it/s, identities=1052]
Computing prototypes:  77%|█████████▏  | 115/150 [00:53<00:16,  2.15it/s, identities=1054]
Computing prototypes:  77%|█████████▎  | 116/150 [00:53<00:15,  2.14it/s, identities=1054]
Computing prototypes:  77%|█████████▎  | 116/150 [00:53<00:15,  2.14it/s, identities=1057]
Computing prototypes:  78%|█████████▎  | 117/150 [00:53<00:15,  2.14it/s, identities=1057]
Computing prototypes:  78%|█████████▎  | 117/150 [00:54<00:15,  2.14it/s, identities=1057]
Computing prototypes:  79%|█████████▍  | 118/150 [00:54<00:14,  2.14it/s, identities=1057]
Computing prototypes:  79%|█████████▍  | 118/150 [00:54<00:14,  2.14it/s, identities=1058]
Computing prototypes:  79%|█████████▌  | 119/150 [00:54<00:14,  2.14it/s, identities=1058]
Computing prototypes:  79%|█████████▌  | 119/150 [00:55<00:14,  2.14it/s, identities=1060]
Computing prototypes:  80%|█████████▌  | 120/150 [00:55<00:14,  2.14it/s, identities=1060]
Computing prototypes:  80%|█████████▌  | 120/150 [00:55<00:14,  2.14it/s, identities=1061]
Computing prototypes:  81%|█████████▋  | 121/150 [00:55<00:13,  2.13it/s, identities=1061]
Computing prototypes:  81%|█████████▋  | 121/150 [00:56<00:13,  2.13it/s, identities=1062]
Computing prototypes:  81%|█████████▊  | 122/150 [00:56<00:13,  2.13it/s, identities=1062]
Computing prototypes:  81%|█████████▊  | 122/150 [00:56<00:13,  2.13it/s, identities=1063]
Computing prototypes:  82%|█████████▊  | 123/150 [00:56<00:12,  2.13it/s, identities=1063]
Computing prototypes:  82%|█████████▊  | 123/150 [00:56<00:12,  2.13it/s, identities=1063]
Computing prototypes:  83%|█████████▉  | 124/150 [00:56<00:12,  2.13it/s, identities=1063]
Computing prototypes:  83%|█████████▉  | 124/150 [00:57<00:12,  2.13it/s, identities=1064]
Computing prototypes:  83%|██████████  | 125/150 [00:57<00:11,  2.13it/s, identities=1064]
Computing prototypes:  83%|██████████  | 125/150 [00:57<00:11,  2.13it/s, identities=1065]
Computing prototypes:  84%|██████████  | 126/150 [00:57<00:11,  2.12it/s, identities=1065]
Computing prototypes:  84%|██████████  | 126/150 [00:58<00:11,  2.12it/s, identities=1065]
Computing prototypes:  85%|██████████▏ | 127/150 [00:58<00:10,  2.12it/s, identities=1065]
Computing prototypes:  85%|██████████▏ | 127/150 [00:58<00:10,  2.12it/s, identities=1065]
Computing prototypes:  85%|██████████▏ | 128/150 [00:58<00:10,  2.12it/s, identities=1065]
Computing prototypes:  85%|██████████▏ | 128/150 [00:59<00:10,  2.12it/s, identities=1066]
Computing prototypes:  86%|██████████▎ | 129/150 [00:59<00:09,  2.12it/s, identities=1066]
Computing prototypes:  86%|██████████▎ | 129/150 [00:59<00:09,  2.12it/s, identities=1066]
Computing prototypes:  87%|██████████▍ | 130/150 [00:59<00:09,  2.12it/s, identities=1066]
Computing prototypes:  87%|██████████▍ | 130/150 [01:00<00:09,  2.12it/s, identities=1066]
Computing prototypes:  87%|██████████▍ | 131/150 [01:00<00:08,  2.12it/s, identities=1066]
Computing prototypes:  87%|██████████▍ | 131/150 [01:00<00:08,  2.12it/s, identities=1067]
Computing prototypes:  88%|██████████▌ | 132/150 [01:00<00:08,  2.11it/s, identities=1067]
Computing prototypes:  88%|██████████▌ | 132/150 [01:01<00:08,  2.11it/s, identities=1069]
Computing prototypes:  89%|██████████▋ | 133/150 [01:01<00:08,  2.11it/s, identities=1069]
Computing prototypes:  89%|██████████▋ | 133/150 [01:01<00:08,  2.11it/s, identities=1069]
Computing prototypes:  89%|██████████▋ | 134/150 [01:01<00:07,  2.11it/s, identities=1069]
Computing prototypes:  89%|██████████▋ | 134/150 [01:02<00:07,  2.11it/s, identities=1069]
Computing prototypes:  90%|██████████▊ | 135/150 [01:02<00:07,  2.11it/s, identities=1069]
Computing prototypes:  90%|██████████▊ | 135/150 [01:02<00:07,  2.11it/s, identities=1070]
Computing prototypes:  91%|██████████▉ | 136/150 [01:02<00:06,  2.11it/s, identities=1070]
Computing prototypes:  91%|██████████▉ | 136/150 [01:03<00:06,  2.11it/s, identities=1070]
Computing prototypes:  91%|██████████▉ | 137/150 [01:03<00:06,  2.11it/s, identities=1070]
Computing prototypes:  91%|██████████▉ | 137/150 [01:03<00:06,  2.11it/s, identities=1070]
Computing prototypes:  92%|███████████ | 138/150 [01:03<00:05,  2.10it/s, identities=1070]
Computing prototypes:  92%|███████████ | 138/150 [01:04<00:05,  2.10it/s, identities=1072]
Computing prototypes:  93%|███████████ | 139/150 [01:04<00:05,  2.10it/s, identities=1072]
Computing prototypes:  93%|███████████ | 139/150 [01:04<00:05,  2.10it/s, identities=1074]
Computing prototypes:  93%|███████████▏| 140/150 [01:04<00:04,  2.10it/s, identities=1074]
Computing prototypes:  93%|███████████▏| 140/150 [01:05<00:04,  2.10it/s, identities=1074]
Computing prototypes:  94%|███████████▎| 141/150 [01:05<00:04,  2.10it/s, identities=1074]
Computing prototypes:  94%|███████████▎| 141/150 [01:05<00:04,  2.10it/s, identities=1074]
Computing prototypes:  95%|███████████▎| 142/150 [01:05<00:03,  2.10it/s, identities=1074]
Computing prototypes:  95%|███████████▎| 142/150 [01:05<00:03,  2.10it/s, identities=1074]
Computing prototypes:  95%|███████████▍| 143/150 [01:05<00:03,  2.10it/s, identities=1074]
Computing prototypes:  95%|███████████▍| 143/150 [01:06<00:03,  2.10it/s, identities=1074]
Computing prototypes:  96%|███████████▌| 144/150 [01:06<00:02,  2.10it/s, identities=1074]
Computing prototypes:  96%|███████████▌| 144/150 [01:06<00:02,  2.10it/s, identities=1074]
Computing prototypes:  97%|███████████▌| 145/150 [01:06<00:02,  2.10it/s, identities=1074]
Computing prototypes:  97%|███████████▌| 145/150 [01:07<00:02,  2.10it/s, identities=1074]
Computing prototypes:  97%|███████████▋| 146/150 [01:07<00:01,  2.10it/s, identities=1074]
Computing prototypes:  97%|███████████▋| 146/150 [01:07<00:01,  2.10it/s, identities=1074]
Computing prototypes:  98%|███████████▊| 147/150 [01:07<00:01,  2.09it/s, identities=1074]
Computing prototypes:  98%|███████████▊| 147/150 [01:08<00:01,  2.09it/s, identities=1074]
Computing prototypes:  99%|███████████▊| 148/150 [01:08<00:00,  2.09it/s, identities=1074]
Computing prototypes:  99%|███████████▊| 148/150 [01:08<00:00,  2.09it/s, identities=1074]
Computing prototypes:  99%|███████████▉| 149/150 [01:08<00:00,  2.09it/s, identities=1074]
Computing prototypes:  99%|███████████▉| 149/150 [01:09<00:00,  2.09it/s, identities=1074]
Computing prototypes: 100%|████████████| 150/150 [01:09<00:00,  2.09it/s, identities=1074]
Computing prototypes: 100%|████████████| 150/150 [01:09<00:00,  2.16it/s, identities=1074]
Prototypes computed: 1074 identities from 150 batches
Computing per-identity cosine statistics for teacher-loss normalisation (FVC only — T32)...

Computing cos stats (FVC only):   0%|                             | 0/150 [00:00<?, ?it/s]
Computing cos stats (FVC only):   0%|              | 0/150 [00:00<?, ?it/s, identities=18]
Computing cos stats (FVC only):   1%|      | 1/150 [00:00<01:36,  1.54it/s, identities=18]
Computing cos stats (FVC only):   1%|      | 1/150 [00:00<01:36,  1.54it/s, identities=41]
Computing cos stats (FVC only):   1%|      | 1/150 [00:00<01:36,  1.54it/s, identities=60]
Computing cos stats (FVC only):   2%|      | 3/150 [00:00<00:33,  4.39it/s, identities=60]
Computing cos stats (FVC only):   2%|      | 3/150 [00:00<00:33,  4.39it/s, identities=83]
Computing cos stats (FVC only):   2%|     | 3/150 [00:01<00:33,  4.39it/s, identities=109]
Computing cos stats (FVC only):   3%|▏    | 5/150 [00:01<00:23,  6.21it/s, identities=109]
Computing cos stats (FVC only):   3%|▏    | 5/150 [00:01<00:23,  6.21it/s, identities=129]
Computing cos stats (FVC only):   3%|▏    | 5/150 [00:01<00:23,  6.21it/s, identities=147]
Computing cos stats (FVC only):   5%|▏    | 7/150 [00:01<00:18,  7.70it/s, identities=147]
Computing cos stats (FVC only):   5%|▏    | 7/150 [00:01<00:18,  7.70it/s, identities=169]
Computing cos stats (FVC only):   5%|▏    | 7/150 [00:01<00:18,  7.70it/s, identities=189]
Computing cos stats (FVC only):   6%|▎    | 9/150 [00:01<00:15,  8.82it/s, identities=189]
Computing cos stats (FVC only):   6%|▎    | 9/150 [00:01<00:15,  8.82it/s, identities=203]
Computing cos stats (FVC only):   6%|▎    | 9/150 [00:01<00:15,  8.82it/s, identities=218]
Computing cos stats (FVC only):   7%|▎   | 11/150 [00:01<00:14,  9.74it/s, identities=218]
Computing cos stats (FVC only):   7%|▎   | 11/150 [00:01<00:14,  9.74it/s, identities=243]
Computing cos stats (FVC only):   7%|▎   | 11/150 [00:01<00:14,  9.74it/s, identities=265]
Computing cos stats (FVC only):   9%|▎   | 13/150 [00:01<00:14,  9.59it/s, identities=265]
Computing cos stats (FVC only):   9%|▎   | 13/150 [00:01<00:14,  9.59it/s, identities=277]
Computing cos stats (FVC only):   9%|▎   | 13/150 [00:01<00:14,  9.59it/s, identities=295]
Computing cos stats (FVC only):  10%|▍   | 15/150 [00:01<00:13, 10.15it/s, identities=295]
Computing cos stats (FVC only):  10%|▍   | 15/150 [00:01<00:13, 10.15it/s, identities=304]
Computing cos stats (FVC only):  10%|▍   | 15/150 [00:02<00:13, 10.15it/s, identities=317]
Computing cos stats (FVC only):  11%|▍   | 17/150 [00:02<00:11, 11.38it/s, identities=317]
Computing cos stats (FVC only):  11%|▍   | 17/150 [00:02<00:11, 11.38it/s, identities=328]
Computing cos stats (FVC only):  11%|▍   | 17/150 [00:02<00:11, 11.38it/s, identities=347]
Computing cos stats (FVC only):  13%|▌   | 19/150 [00:02<00:11, 11.38it/s, identities=347]
Computing cos stats (FVC only):  13%|▌   | 19/150 [00:02<00:11, 11.38it/s, identities=355]
Computing cos stats (FVC only):  13%|▌   | 19/150 [00:02<00:11, 11.38it/s, identities=369]
Computing cos stats (FVC only):  14%|▌   | 21/150 [00:02<00:11, 11.60it/s, identities=369]
Computing cos stats (FVC only):  14%|▌   | 21/150 [00:02<00:11, 11.60it/s, identities=384]
Computing cos stats (FVC only):  14%|▌   | 21/150 [00:02<00:11, 11.60it/s, identities=397]
Computing cos stats (FVC only):  15%|▌   | 23/150 [00:02<00:10, 11.90it/s, identities=397]
Computing cos stats (FVC only):  15%|▌   | 23/150 [00:02<00:10, 11.90it/s, identities=407]
Computing cos stats (FVC only):  15%|▌   | 23/150 [00:02<00:10, 11.90it/s, identities=421]
Computing cos stats (FVC only):  17%|▋   | 25/150 [00:02<00:10, 11.93it/s, identities=421]
Computing cos stats (FVC only):  17%|▋   | 25/150 [00:02<00:10, 11.93it/s, identities=428]
Computing cos stats (FVC only):  17%|▋   | 25/150 [00:02<00:10, 11.93it/s, identities=438]
Computing cos stats (FVC only):  18%|▋   | 27/150 [00:02<00:09, 12.64it/s, identities=438]
Computing cos stats (FVC only):  18%|▋   | 27/150 [00:02<00:09, 12.64it/s, identities=447]
Computing cos stats (FVC only):  18%|▋   | 27/150 [00:02<00:09, 12.64it/s, identities=457]
Computing cos stats (FVC only):  19%|▊   | 29/150 [00:02<00:08, 13.54it/s, identities=457]
Computing cos stats (FVC only):  19%|▊   | 29/150 [00:03<00:08, 13.54it/s, identities=469]
Computing cos stats (FVC only):  19%|▊   | 29/150 [00:03<00:08, 13.54it/s, identities=481]
Computing cos stats (FVC only):  21%|▊   | 31/150 [00:03<00:09, 13.05it/s, identities=481]
Computing cos stats (FVC only):  21%|▊   | 31/150 [00:03<00:09, 13.05it/s, identities=492]
Computing cos stats (FVC only):  21%|▊   | 31/150 [00:03<00:09, 13.05it/s, identities=504]
Computing cos stats (FVC only):  22%|▉   | 33/150 [00:03<00:09, 12.61it/s, identities=504]
Computing cos stats (FVC only):  22%|▉   | 33/150 [00:03<00:09, 12.61it/s, identities=517]
Computing cos stats (FVC only):  22%|▉   | 33/150 [00:03<00:09, 12.61it/s, identities=530]
Computing cos stats (FVC only):  23%|▉   | 35/150 [00:03<00:09, 12.08it/s, identities=530]
Computing cos stats (FVC only):  23%|▉   | 35/150 [00:03<00:09, 12.08it/s, identities=538]
Computing cos stats (FVC only):  23%|▉   | 35/150 [00:03<00:09, 12.08it/s, identities=542]
Computing cos stats (FVC only):  25%|▉   | 37/150 [00:03<00:08, 12.76it/s, identities=542]
Computing cos stats (FVC only):  25%|▉   | 37/150 [00:03<00:08, 12.76it/s, identities=550]
Computing cos stats (FVC only):  25%|▉   | 37/150 [00:03<00:08, 12.76it/s, identities=560]
Computing cos stats (FVC only):  26%|█   | 39/150 [00:03<00:08, 12.67it/s, identities=560]
Computing cos stats (FVC only):  26%|█   | 39/150 [00:03<00:08, 12.67it/s, identities=572]
Computing cos stats (FVC only):  26%|█   | 39/150 [00:03<00:08, 12.67it/s, identities=582]
Computing cos stats (FVC only):  27%|█   | 41/150 [00:03<00:08, 12.54it/s, identities=582]
Computing cos stats (FVC only):  27%|█   | 41/150 [00:04<00:08, 12.54it/s, identities=588]
Computing cos stats (FVC only):  27%|█   | 41/150 [00:04<00:08, 12.54it/s, identities=597]
Computing cos stats (FVC only):  29%|█▏  | 43/150 [00:04<00:08, 12.61it/s, identities=597]
Computing cos stats (FVC only):  29%|█▏  | 43/150 [00:04<00:08, 12.61it/s, identities=605]
Computing cos stats (FVC only):  29%|█▏  | 43/150 [00:04<00:08, 12.61it/s, identities=615]
Computing cos stats (FVC only):  30%|█▏  | 45/150 [00:04<00:09, 11.40it/s, identities=615]
Computing cos stats (FVC only):  30%|█▏  | 45/150 [00:04<00:09, 11.40it/s, identities=620]
Computing cos stats (FVC only):  30%|█▏  | 45/150 [00:04<00:09, 11.40it/s, identities=629]
Computing cos stats (FVC only):  31%|█▎  | 47/150 [00:04<00:08, 11.71it/s, identities=629]
Computing cos stats (FVC only):  31%|█▎  | 47/150 [00:04<00:08, 11.71it/s, identities=634]
Computing cos stats (FVC only):  31%|█▎  | 47/150 [00:04<00:08, 11.71it/s, identities=641]
Computing cos stats (FVC only):  33%|█▎  | 49/150 [00:04<00:08, 12.18it/s, identities=641]
Computing cos stats (FVC only):  33%|█▎  | 49/150 [00:04<00:08, 12.18it/s, identities=645]
Computing cos stats (FVC only):  33%|█▎  | 49/150 [00:04<00:08, 12.18it/s, identities=648]
Computing cos stats (FVC only):  34%|█▎  | 51/150 [00:04<00:07, 12.89it/s, identities=648]
Computing cos stats (FVC only):  34%|█▎  | 51/150 [00:04<00:07, 12.89it/s, identities=655]
Computing cos stats (FVC only):  34%|█▎  | 51/150 [00:04<00:07, 12.89it/s, identities=665]
Computing cos stats (FVC only):  35%|█▍  | 53/150 [00:04<00:07, 12.46it/s, identities=665]
Computing cos stats (FVC only):  35%|█▍  | 53/150 [00:04<00:07, 12.46it/s, identities=667]
Computing cos stats (FVC only):  35%|█▍  | 53/150 [00:05<00:07, 12.46it/s, identities=675]
Computing cos stats (FVC only):  37%|█▍  | 55/150 [00:05<00:07, 12.77it/s, identities=675]
Computing cos stats (FVC only):  37%|█▍  | 55/150 [00:05<00:07, 12.77it/s, identities=679]
Computing cos stats (FVC only):  37%|█▍  | 55/150 [00:05<00:07, 12.77it/s, identities=684]
Computing cos stats (FVC only):  38%|█▌  | 57/150 [00:05<00:07, 12.73it/s, identities=684]
Computing cos stats (FVC only):  38%|█▌  | 57/150 [00:05<00:07, 12.73it/s, identities=687]
Computing cos stats (FVC only):  38%|█▌  | 57/150 [00:05<00:07, 12.73it/s, identities=690]
Computing cos stats (FVC only):  39%|█▌  | 59/150 [00:05<00:07, 12.82it/s, identities=690]
Computing cos stats (FVC only):  39%|█▌  | 59/150 [00:05<00:07, 12.82it/s, identities=701]
Computing cos stats (FVC only):  39%|█▌  | 59/150 [00:05<00:07, 12.82it/s, identities=706]
Computing cos stats (FVC only):  41%|█▋  | 61/150 [00:05<00:07, 11.90it/s, identities=706]
Computing cos stats (FVC only):  41%|█▋  | 61/150 [00:05<00:07, 11.90it/s, identities=710]
Computing cos stats (FVC only):  41%|█▋  | 61/150 [00:05<00:07, 11.90it/s, identities=716]
Computing cos stats (FVC only):  42%|█▋  | 63/150 [00:05<00:06, 13.14it/s, identities=716]
Computing cos stats (FVC only):  42%|█▋  | 63/150 [00:05<00:06, 13.14it/s, identities=717]
Computing cos stats (FVC only):  42%|█▋  | 63/150 [00:05<00:06, 13.14it/s, identities=722]
Computing cos stats (FVC only):  43%|█▋  | 65/150 [00:05<00:06, 13.98it/s, identities=722]
Computing cos stats (FVC only):  43%|█▋  | 65/150 [00:05<00:06, 13.98it/s, identities=724]
Computing cos stats (FVC only):  43%|█▋  | 65/150 [00:06<00:06, 13.98it/s, identities=732]
Computing cos stats (FVC only):  45%|█▊  | 67/150 [00:06<00:06, 12.55it/s, identities=732]
Computing cos stats (FVC only):  45%|█▊  | 67/150 [00:06<00:06, 12.55it/s, identities=736]
Computing cos stats (FVC only):  45%|█▊  | 67/150 [00:06<00:06, 12.55it/s, identities=742]
Computing cos stats (FVC only):  46%|█▊  | 69/150 [00:06<00:06, 13.08it/s, identities=742]
Computing cos stats (FVC only):  46%|█▊  | 69/150 [00:06<00:06, 13.08it/s, identities=751]
Computing cos stats (FVC only):  46%|█▊  | 69/150 [00:06<00:06, 13.08it/s, identities=756]
Computing cos stats (FVC only):  47%|█▉  | 71/150 [00:06<00:06, 13.15it/s, identities=756]
Computing cos stats (FVC only):  47%|█▉  | 71/150 [00:06<00:06, 13.15it/s, identities=763]
Computing cos stats (FVC only):  47%|█▉  | 71/150 [00:06<00:06, 13.15it/s, identities=765]
Computing cos stats (FVC only):  49%|█▉  | 73/150 [00:06<00:05, 13.74it/s, identities=765]
Computing cos stats (FVC only):  49%|█▉  | 73/150 [00:06<00:05, 13.74it/s, identities=768]
Computing cos stats (FVC only):  49%|█▉  | 73/150 [00:06<00:05, 13.74it/s, identities=773]
Computing cos stats (FVC only):  50%|██  | 75/150 [00:06<00:05, 12.95it/s, identities=773]
Computing cos stats (FVC only):  50%|██  | 75/150 [00:06<00:05, 12.95it/s, identities=778]
Computing cos stats (FVC only):  50%|██  | 75/150 [00:06<00:05, 12.95it/s, identities=786]
Computing cos stats (FVC only):  51%|██  | 77/150 [00:06<00:06, 12.14it/s, identities=786]
Computing cos stats (FVC only):  51%|██  | 77/150 [00:06<00:06, 12.14it/s, identities=789]
Computing cos stats (FVC only):  51%|██  | 77/150 [00:06<00:06, 12.14it/s, identities=792]
Computing cos stats (FVC only):  53%|██  | 79/150 [00:06<00:05, 11.99it/s, identities=792]
Computing cos stats (FVC only):  53%|██  | 79/150 [00:07<00:05, 11.99it/s, identities=793]
Computing cos stats (FVC only):  53%|██  | 79/150 [00:07<00:05, 11.99it/s, identities=794]
Computing cos stats (FVC only):  54%|██▏ | 81/150 [00:07<00:05, 12.37it/s, identities=794]
Computing cos stats (FVC only):  54%|██▏ | 81/150 [00:07<00:05, 12.37it/s, identities=797]
Computing cos stats (FVC only):  54%|██▏ | 81/150 [00:07<00:05, 12.37it/s, identities=799]
Computing cos stats (FVC only):  55%|██▏ | 83/150 [00:07<00:05, 13.08it/s, identities=799]
Computing cos stats (FVC only):  55%|██▏ | 83/150 [00:07<00:05, 13.08it/s, identities=801]
Computing cos stats (FVC only):  55%|██▏ | 83/150 [00:07<00:05, 13.08it/s, identities=802]
Computing cos stats (FVC only):  57%|██▎ | 85/150 [00:07<00:05, 12.60it/s, identities=802]
Computing cos stats (FVC only):  57%|██▎ | 85/150 [00:07<00:05, 12.60it/s, identities=804]
Computing cos stats (FVC only):  57%|██▎ | 85/150 [00:07<00:05, 12.60it/s, identities=808]
Computing cos stats (FVC only):  58%|██▎ | 87/150 [00:07<00:04, 12.88it/s, identities=808]
Computing cos stats (FVC only):  58%|██▎ | 87/150 [00:07<00:04, 12.88it/s, identities=810]
Computing cos stats (FVC only):  58%|██▎ | 87/150 [00:07<00:04, 12.88it/s, identities=811]
Computing cos stats (FVC only):  59%|██▎ | 89/150 [00:07<00:04, 13.44it/s, identities=811]
Computing cos stats (FVC only):  59%|██▎ | 89/150 [00:07<00:04, 13.44it/s, identities=814]
Computing cos stats (FVC only):  59%|██▎ | 89/150 [00:07<00:04, 13.44it/s, identities=815]
Computing cos stats (FVC only):  61%|██▍ | 91/150 [00:07<00:04, 13.86it/s, identities=815]
Computing cos stats (FVC only):  61%|██▍ | 91/150 [00:07<00:04, 13.86it/s, identities=817]
Computing cos stats (FVC only):  61%|██▍ | 91/150 [00:08<00:04, 13.86it/s, identities=819]
Computing cos stats (FVC only):  62%|██▍ | 93/150 [00:08<00:04, 12.62it/s, identities=819]
Computing cos stats (FVC only):  62%|██▍ | 93/150 [00:08<00:04, 12.62it/s, identities=821]
Computing cos stats (FVC only):  62%|██▍ | 93/150 [00:08<00:04, 12.62it/s, identities=825]
Computing cos stats (FVC only):  63%|██▌ | 95/150 [00:08<00:04, 12.22it/s, identities=825]
Computing cos stats (FVC only):  63%|██▌ | 95/150 [00:08<00:04, 12.22it/s, identities=827]
Computing cos stats (FVC only):  63%|██▌ | 95/150 [00:08<00:04, 12.22it/s, identities=830]
Computing cos stats (FVC only):  65%|██▌ | 97/150 [00:08<00:04, 12.31it/s, identities=830]
Computing cos stats (FVC only):  65%|██▌ | 97/150 [00:08<00:04, 12.31it/s, identities=831]
Computing cos stats (FVC only):  65%|██▌ | 97/150 [00:08<00:04, 12.31it/s, identities=834]
Computing cos stats (FVC only):  66%|██▋ | 99/150 [00:08<00:04, 12.74it/s, identities=834]
Computing cos stats (FVC only):  66%|██▋ | 99/150 [00:08<00:04, 12.74it/s, identities=838]
Computing cos stats (FVC only):  66%|██▋ | 99/150 [00:08<00:04, 12.74it/s, identities=842]
Computing cos stats (FVC only):  67%|██ | 101/150 [00:08<00:03, 12.69it/s, identities=842]
Computing cos stats (FVC only):  67%|██ | 101/150 [00:08<00:03, 12.69it/s, identities=842]
Computing cos stats (FVC only):  67%|██ | 101/150 [00:08<00:03, 12.69it/s, identities=842]
Computing cos stats (FVC only):  69%|██ | 103/150 [00:08<00:03, 12.46it/s, identities=842]
Computing cos stats (FVC only):  69%|██ | 103/150 [00:08<00:03, 12.46it/s, identities=842]
Computing cos stats (FVC only):  69%|██ | 103/150 [00:09<00:03, 12.46it/s, identities=842]
Computing cos stats (FVC only):  70%|██ | 105/150 [00:09<00:03, 12.15it/s, identities=842]
Computing cos stats (FVC only):  70%|██ | 105/150 [00:09<00:03, 12.15it/s, identities=843]
Computing cos stats (FVC only):  70%|██ | 105/150 [00:09<00:03, 12.15it/s, identities=845]
Computing cos stats (FVC only):  71%|██▏| 107/150 [00:09<00:03, 12.36it/s, identities=845]
Computing cos stats (FVC only):  71%|██▏| 107/150 [00:09<00:03, 12.36it/s, identities=847]
Computing cos stats (FVC only):  71%|██▏| 107/150 [00:09<00:03, 12.36it/s, identities=848]
Computing cos stats (FVC only):  73%|██▏| 109/150 [00:09<00:03, 12.76it/s, identities=848]
Computing cos stats (FVC only):  73%|██▏| 109/150 [00:09<00:03, 12.76it/s, identities=849]
Computing cos stats (FVC only):  73%|██▏| 109/150 [00:09<00:03, 12.76it/s, identities=850]
Computing cos stats (FVC only):  74%|██▏| 111/150 [00:09<00:03, 12.78it/s, identities=850]
Computing cos stats (FVC only):  74%|██▏| 111/150 [00:09<00:03, 12.78it/s, identities=851]
Computing cos stats (FVC only):  74%|██▏| 111/150 [00:09<00:03, 12.78it/s, identities=851]
Computing cos stats (FVC only):  75%|██▎| 113/150 [00:09<00:03, 11.91it/s, identities=851]
Computing cos stats (FVC only):  75%|██▎| 113/150 [00:09<00:03, 11.91it/s, identities=851]
Computing cos stats (FVC only):  75%|██▎| 113/150 [00:09<00:03, 11.91it/s, identities=852]
Computing cos stats (FVC only):  77%|██▎| 115/150 [00:09<00:02, 12.34it/s, identities=852]
Computing cos stats (FVC only):  77%|██▎| 115/150 [00:09<00:02, 12.34it/s, identities=854]
Computing cos stats (FVC only):  77%|██▎| 115/150 [00:10<00:02, 12.34it/s, identities=857]
Computing cos stats (FVC only):  78%|██▎| 117/150 [00:10<00:02, 11.69it/s, identities=857]
Computing cos stats (FVC only):  78%|██▎| 117/150 [00:10<00:02, 11.69it/s, identities=857]
Computing cos stats (FVC only):  78%|██▎| 117/150 [00:10<00:02, 11.69it/s, identities=858]
Computing cos stats (FVC only):  79%|██▍| 119/150 [00:10<00:02, 11.88it/s, identities=858]
Computing cos stats (FVC only):  79%|██▍| 119/150 [00:10<00:02, 11.88it/s, identities=860]
Computing cos stats (FVC only):  79%|██▍| 119/150 [00:10<00:02, 11.88it/s, identities=861]
Computing cos stats (FVC only):  81%|██▍| 121/150 [00:10<00:02, 12.14it/s, identities=861]
Computing cos stats (FVC only):  81%|██▍| 121/150 [00:10<00:02, 12.14it/s, identities=862]
Computing cos stats (FVC only):  81%|██▍| 121/150 [00:10<00:02, 12.14it/s, identities=863]
Computing cos stats (FVC only):  82%|██▍| 123/150 [00:10<00:02, 12.66it/s, identities=863]
Computing cos stats (FVC only):  82%|██▍| 123/150 [00:10<00:02, 12.66it/s, identities=863]
Computing cos stats (FVC only):  82%|██▍| 123/150 [00:10<00:02, 12.66it/s, identities=864]
Computing cos stats (FVC only):  83%|██▌| 125/150 [00:10<00:01, 13.18it/s, identities=864]
Computing cos stats (FVC only):  83%|██▌| 125/150 [00:10<00:01, 13.18it/s, identities=865]
Computing cos stats (FVC only):  83%|██▌| 125/150 [00:10<00:01, 13.18it/s, identities=865]
Computing cos stats (FVC only):  85%|██▌| 127/150 [00:10<00:01, 12.33it/s, identities=865]
Computing cos stats (FVC only):  85%|██▌| 127/150 [00:10<00:01, 12.33it/s, identities=865]
Computing cos stats (FVC only):  85%|██▌| 127/150 [00:10<00:01, 12.33it/s, identities=866]
Computing cos stats (FVC only):  86%|██▌| 129/150 [00:10<00:01, 12.82it/s, identities=866]
Computing cos stats (FVC only):  86%|██▌| 129/150 [00:10<00:01, 12.82it/s, identities=866]
Computing cos stats (FVC only):  86%|██▌| 129/150 [00:11<00:01, 12.82it/s, identities=866]
Computing cos stats (FVC only):  87%|██▌| 131/150 [00:11<00:01, 12.99it/s, identities=866]
Computing cos stats (FVC only):  87%|██▌| 131/150 [00:11<00:01, 12.99it/s, identities=867]
Computing cos stats (FVC only):  87%|██▌| 131/150 [00:11<00:01, 12.99it/s, identities=869]
Computing cos stats (FVC only):  89%|██▋| 133/150 [00:11<00:01, 11.78it/s, identities=869]
Computing cos stats (FVC only):  89%|██▋| 133/150 [00:11<00:01, 11.78it/s, identities=869]
Computing cos stats (FVC only):  89%|██▋| 133/150 [00:11<00:01, 11.78it/s, identities=869]
Computing cos stats (FVC only):  90%|██▋| 135/150 [00:11<00:01, 12.26it/s, identities=869]
Computing cos stats (FVC only):  90%|██▋| 135/150 [00:11<00:01, 12.26it/s, identities=870]
Computing cos stats (FVC only):  90%|██▋| 135/150 [00:11<00:01, 12.26it/s, identities=870]
Computing cos stats (FVC only):  91%|██▋| 137/150 [00:11<00:01, 12.31it/s, identities=870]
Computing cos stats (FVC only):  91%|██▋| 137/150 [00:11<00:01, 12.31it/s, identities=870]
Computing cos stats (FVC only):  91%|██▋| 137/150 [00:11<00:01, 12.31it/s, identities=872]
Computing cos stats (FVC only):  93%|██▊| 139/150 [00:11<00:00, 12.97it/s, identities=872]
Computing cos stats (FVC only):  93%|██▊| 139/150 [00:11<00:00, 12.97it/s, identities=874]
Computing cos stats (FVC only):  93%|██▊| 139/150 [00:11<00:00, 12.97it/s, identities=874]
Computing cos stats (FVC only):  94%|██▊| 141/150 [00:11<00:00, 13.19it/s, identities=874]
Computing cos stats (FVC only):  94%|██▊| 141/150 [00:11<00:00, 13.19it/s, identities=874]
Computing cos stats (FVC only):  94%|██▊| 141/150 [00:12<00:00, 13.19it/s, identities=874]
Computing cos stats (FVC only):  95%|██▊| 143/150 [00:12<00:00, 12.50it/s, identities=874]
Computing cos stats (FVC only):  95%|██▊| 143/150 [00:12<00:00, 12.50it/s, identities=874]
Computing cos stats (FVC only):  95%|██▊| 143/150 [00:12<00:00, 12.50it/s, identities=874]
Computing cos stats (FVC only):  97%|██▉| 145/150 [00:12<00:00, 12.86it/s, identities=874]
Computing cos stats (FVC only):  97%|██▉| 145/150 [00:12<00:00, 12.86it/s, identities=874]
Computing cos stats (FVC only):  97%|██▉| 145/150 [00:12<00:00, 12.86it/s, identities=874]
Computing cos stats (FVC only):  98%|██▉| 147/150 [00:12<00:00, 12.63it/s, identities=874]
Computing cos stats (FVC only):  98%|██▉| 147/150 [00:12<00:00, 12.63it/s, identities=874]
Computing cos stats (FVC only):  98%|██▉| 147/150 [00:12<00:00, 12.63it/s, identities=874]
Computing cos stats (FVC only):  99%|██▉| 149/150 [00:12<00:00, 12.81it/s, identities=874]
Computing cos stats (FVC only):  99%|██▉| 149/150 [00:12<00:00, 12.81it/s, identities=874]
Computing cos stats (FVC only): 100%|███| 150/150 [00:12<00:00, 11.93it/s, identities=874]
Cos stats: 874 identities  global_mu=0.9786  global_sigma=0.0203  min_sigma=0.0200

Training: 60 epochs | 42683 samples | 333 steps/epoch | batch=128


Ep 001/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 001/60 [S1:deg_only]:   0%|         | 0/333 [00:02<?, ?it/s, loss=1.493, pair=0.426, adv=3.366, sprd=0.053]
Ep 001/60 [S1:deg_only]:   0%| | 1/333 [00:02<12:43,  2.30s/it, loss=1.493, pair=0.426, adv=3.366, sprd=0.053]
Ep 001/60 [S1:deg_only]:   0%| | 1/333 [00:02<12:43,  2.30s/it, loss=0.960, pair=0.296, adv=3.374, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 2/333 [00:02<07:06,  1.29s/it, loss=0.960, pair=0.296, adv=3.374, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 2/333 [00:03<07:06,  1.29s/it, loss=1.467, pair=0.363, adv=3.371, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 3/333 [00:03<05:47,  1.05s/it, loss=1.467, pair=0.363, adv=3.371, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 3/333 [00:04<05:47,  1.05s/it, loss=1.250, pair=0.410, adv=3.352, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 4/333 [00:04<04:44,  1.16it/s, loss=1.250, pair=0.410, adv=3.352, sprd=0.053]
Ep 001/60 [S1:deg_only]:   1%| | 4/333 [00:05<04:44,  1.16it/s, loss=1.366, pair=0.298, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 5/333 [00:05<04:34,  1.20it/s, loss=1.366, pair=0.298, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 5/333 [00:05<04:34,  1.20it/s, loss=1.277, pair=0.379, adv=3.366, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 6/333 [00:05<04:02,  1.35it/s, loss=1.277, pair=0.379, adv=3.366, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 6/333 [00:06<04:02,  1.35it/s, loss=1.438, pair=0.265, adv=3.390, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 7/333 [00:06<04:00,  1.35it/s, loss=1.438, pair=0.265, adv=3.390, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 7/333 [00:06<04:00,  1.35it/s, loss=1.107, pair=0.328, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:45,  1.44it/s, loss=1.107, pair=0.328, adv=3.363, sprd=0.053]
Ep 001/60 [S1:deg_only]:   2%| | 8/333 [00:07<03:45,  1.44it/s, loss=1.669, pair=0.365, adv=3.353, sprd=0.053]
Ep 001/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:52,  1.39it/s, loss=1.669, pair=0.365, adv=3.353, sprd=0.053]
Ep 001/60 [S1:deg_only]:   3%| | 9/333 [00:08<03:52,  1.39it/s, loss=0.766, pair=0.565, adv=3.364, sprd=0.053]
Ep 001/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:40,  1.47it/s, loss=0.766, pair=0.565, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 10/333 [00:09<03:40,  1.47it/s, loss=1.437, pair=0.292, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 11/333 [00:09<03:48,  1.41it/s, loss=1.437, pair=0.292, adv=3.372, sprd=0.053
Ep 001/60 [S1:deg_only]:   3%| | 11/333 [00:09<03:48,  1.41it/s, loss=0.741, pair=0.340, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:37,  1.48it/s, loss=0.741, pair=0.340, adv=3.360, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 12/333 [00:10<03:37,  1.48it/s, loss=1.311, pair=0.386, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:44,  1.42it/s, loss=1.311, pair=0.386, adv=3.361, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 13/333 [00:11<03:44,  1.42it/s, loss=0.956, pair=0.242, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 14/333 [00:11<03:37,  1.47it/s, loss=0.956, pair=0.242, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   4%| | 14/333 [00:11<03:37,  1.47it/s, loss=1.157, pair=0.496, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:48,  1.39it/s, loss=1.157, pair=0.496, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 15/333 [00:12<03:48,  1.39it/s, loss=0.958, pair=0.518, adv=3.379, sprd=0.052
Ep 001/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:37,  1.46it/s, loss=0.958, pair=0.518, adv=3.379, sprd=0.052
Ep 001/60 [S1:deg_only]:   5%| | 16/333 [00:13<03:37,  1.46it/s, loss=1.266, pair=0.387, adv=3.346, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 17/333 [00:13<03:53,  1.36it/s, loss=1.266, pair=0.387, adv=3.346, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 17/333 [00:13<03:53,  1.36it/s, loss=0.778, pair=0.373, adv=3.382, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:38,  1.44it/s, loss=0.778, pair=0.373, adv=3.382, sprd=0.053
Ep 001/60 [S1:deg_only]:   5%| | 18/333 [00:14<03:38,  1.44it/s, loss=1.156, pair=0.454, adv=3.376, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:44,  1.40it/s, loss=1.156, pair=0.454, adv=3.376, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 19/333 [00:15<03:44,  1.40it/s, loss=1.082, pair=0.449, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 20/333 [00:15<03:32,  1.47it/s, loss=1.082, pair=0.449, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 20/333 [00:16<03:32,  1.47it/s, loss=1.490, pair=0.371, adv=3.346, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 21/333 [00:16<03:36,  1.44it/s, loss=1.490, pair=0.371, adv=3.346, sprd=0.053
Ep 001/60 [S1:deg_only]:   6%| | 21/333 [00:16<03:36,  1.44it/s, loss=0.711, pair=0.371, adv=3.351, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:28,  1.49it/s, loss=0.711, pair=0.371, adv=3.351, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 22/333 [00:17<03:28,  1.49it/s, loss=1.231, pair=0.416, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 23/333 [00:17<03:36,  1.43it/s, loss=1.231, pair=0.416, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 23/333 [00:17<03:36,  1.43it/s, loss=0.782, pair=0.452, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:26,  1.49it/s, loss=0.782, pair=0.452, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:   7%| | 24/333 [00:18<03:26,  1.49it/s, loss=1.036, pair=0.531, adv=3.348, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:35,  1.43it/s, loss=1.036, pair=0.531, adv=3.348, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 25/333 [00:19<03:35,  1.43it/s, loss=0.713, pair=0.466, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:25,  1.50it/s, loss=0.713, pair=0.466, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 26/333 [00:20<03:25,  1.50it/s, loss=1.037, pair=0.333, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 27/333 [00:20<03:42,  1.37it/s, loss=1.037, pair=0.333, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 27/333 [00:20<03:42,  1.37it/s, loss=0.639, pair=0.399, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:29,  1.46it/s, loss=0.639, pair=0.399, adv=3.359, sprd=0.053
Ep 001/60 [S1:deg_only]:   8%| | 28/333 [00:21<03:29,  1.46it/s, loss=1.059, pair=0.488, adv=3.376, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:34,  1.42it/s, loss=1.059, pair=0.488, adv=3.376, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 29/333 [00:22<03:34,  1.42it/s, loss=0.855, pair=0.500, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:   9%| | 30/333 [00:22<03:25,  1.48it/s, loss=0.855, pair=0.500, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:   9%| | 30/333 [00:22<03:25,  1.48it/s, loss=0.920, pair=0.456, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.920, pair=0.456, adv=3.358, sprd=0.053
Ep 001/60 [S1:deg_only]:   9%| | 31/333 [00:23<03:32,  1.42it/s, loss=0.841, pair=0.485, adv=3.355, sprd=0.052
Ep 001/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:22,  1.49it/s, loss=0.841, pair=0.485, adv=3.355, sprd=0.052
Ep 001/60 [S1:deg_only]:  10%| | 32/333 [00:24<03:22,  1.49it/s, loss=1.238, pair=0.581, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 33/333 [00:24<03:28,  1.44it/s, loss=1.238, pair=0.581, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 33/333 [00:24<03:28,  1.44it/s, loss=0.683, pair=0.320, adv=3.337, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:19,  1.50it/s, loss=0.683, pair=0.320, adv=3.337, sprd=0.053
Ep 001/60 [S1:deg_only]:  10%| | 34/333 [00:25<03:19,  1.50it/s, loss=1.101, pair=0.330, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:39,  1.36it/s, loss=1.101, pair=0.330, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 35/333 [00:26<03:39,  1.36it/s, loss=0.763, pair=0.369, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 36/333 [00:26<03:26,  1.44it/s, loss=0.763, pair=0.369, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 36/333 [00:27<03:26,  1.44it/s, loss=0.964, pair=0.547, adv=3.351, sprd=0.052
Ep 001/60 [S1:deg_only]:  11%| | 37/333 [00:27<03:32,  1.39it/s, loss=0.964, pair=0.547, adv=3.351, sprd=0.052
Ep 001/60 [S1:deg_only]:  11%| | 37/333 [00:27<03:32,  1.39it/s, loss=0.670, pair=0.326, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:23,  1.45it/s, loss=0.670, pair=0.326, adv=3.364, sprd=0.053
Ep 001/60 [S1:deg_only]:  11%| | 38/333 [00:28<03:23,  1.45it/s, loss=1.305, pair=0.365, adv=3.354, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 39/333 [00:28<03:31,  1.39it/s, loss=1.305, pair=0.365, adv=3.354, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 39/333 [00:29<03:31,  1.39it/s, loss=0.959, pair=0.332, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 40/333 [00:29<03:17,  1.48it/s, loss=0.959, pair=0.332, adv=3.357, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 40/333 [00:29<03:17,  1.48it/s, loss=1.113, pair=0.335, adv=3.351, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:29,  1.39it/s, loss=1.113, pair=0.335, adv=3.351, sprd=0.053
Ep 001/60 [S1:deg_only]:  12%| | 41/333 [00:30<03:29,  1.39it/s, loss=0.793, pair=0.303, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:15,  1.49it/s, loss=0.793, pair=0.303, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 42/333 [00:31<03:15,  1.49it/s, loss=1.065, pair=0.492, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 43/333 [00:31<03:23,  1.42it/s, loss=1.065, pair=0.492, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 43/333 [00:31<03:23,  1.42it/s, loss=0.775, pair=0.370, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:13,  1.50it/s, loss=0.775, pair=0.370, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  13%|▏| 44/333 [00:32<03:13,  1.50it/s, loss=0.933, pair=0.378, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:22,  1.43it/s, loss=0.933, pair=0.378, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 45/333 [00:33<03:22,  1.43it/s, loss=0.644, pair=0.298, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 46/333 [00:33<03:13,  1.48it/s, loss=0.644, pair=0.298, adv=3.352, sprd=0.053
Ep 001/60 [S1:deg_only]:  14%|▏| 46/333 [00:34<03:13,  1.48it/s, loss=1.300, pair=0.425, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 47/333 [00:34<03:18,  1.44it/s, loss=1.300, pair=0.425, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 47/333 [00:34<03:18,  1.44it/s, loss=0.635, pair=0.463, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:10,  1.50it/s, loss=0.635, pair=0.463, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  14%|▏| 48/333 [00:35<03:10,  1.50it/s, loss=0.919, pair=0.384, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 49/333 [00:35<03:18,  1.43it/s, loss=0.919, pair=0.384, adv=3.367, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 49/333 [00:36<03:18,  1.43it/s, loss=0.818, pair=0.422, adv=3.347, sprd=0.052
Ep 001/60 [S1:deg_only]:  15%|▏| 50/333 [00:36<03:11,  1.48it/s, loss=0.818, pair=0.422, adv=3.347, sprd=0.052
Ep 001/60 [S1:deg_only]:  15%|▏| 50/333 [00:36<03:11,  1.48it/s, loss=1.129, pair=0.384, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:16,  1.44it/s, loss=1.129, pair=0.384, adv=3.356, sprd=0.053
Ep 001/60 [S1:deg_only]:  15%|▏| 51/333 [00:37<03:16,  1.44it/s, loss=0.741, pair=0.412, adv=3.342, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 52/333 [00:37<03:08,  1.49it/s, loss=0.741, pair=0.412, adv=3.342, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 52/333 [00:38<03:08,  1.49it/s, loss=1.122, pair=0.469, adv=3.338, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 53/333 [00:38<03:16,  1.43it/s, loss=1.122, pair=0.469, adv=3.338, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 53/333 [00:38<03:16,  1.43it/s, loss=0.803, pair=0.430, adv=3.370, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:08,  1.48it/s, loss=0.803, pair=0.430, adv=3.370, sprd=0.053
Ep 001/60 [S1:deg_only]:  16%|▏| 54/333 [00:39<03:08,  1.48it/s, loss=1.121, pair=0.422, adv=3.363, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 55/333 [00:39<03:15,  1.42it/s, loss=1.121, pair=0.422, adv=3.363, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 55/333 [00:40<03:15,  1.42it/s, loss=0.889, pair=0.334, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 56/333 [00:40<03:06,  1.49it/s, loss=0.889, pair=0.334, adv=3.352, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 56/333 [00:40<03:06,  1.49it/s, loss=1.108, pair=0.405, adv=3.348, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:14,  1.42it/s, loss=1.108, pair=0.405, adv=3.348, sprd=0.052
Ep 001/60 [S1:deg_only]:  17%|▏| 57/333 [00:41<03:14,  1.42it/s, loss=0.696, pair=0.398, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:05,  1.48it/s, loss=0.696, pair=0.398, adv=3.366, sprd=0.053
Ep 001/60 [S1:deg_only]:  17%|▏| 58/333 [00:42<03:05,  1.48it/s, loss=1.208, pair=0.258, adv=3.350, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 59/333 [00:42<03:11,  1.43it/s, loss=1.208, pair=0.258, adv=3.350, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 59/333 [00:42<03:11,  1.43it/s, loss=0.674, pair=0.395, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:04,  1.48it/s, loss=0.674, pair=0.395, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  18%|▏| 60/333 [00:43<03:04,  1.48it/s, loss=1.075, pair=0.411, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:10,  1.43it/s, loss=1.075, pair=0.411, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  18%|▏| 61/333 [00:44<03:10,  1.43it/s, loss=0.777, pair=0.464, adv=3.341, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 62/333 [00:44<03:02,  1.49it/s, loss=0.777, pair=0.464, adv=3.341, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 62/333 [00:45<03:02,  1.49it/s, loss=1.044, pair=0.479, adv=3.372, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 63/333 [00:45<03:08,  1.43it/s, loss=1.044, pair=0.479, adv=3.372, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 63/333 [00:45<03:08,  1.43it/s, loss=0.779, pair=0.313, adv=3.365, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<02:59,  1.50it/s, loss=0.779, pair=0.313, adv=3.365, sprd=0.052
Ep 001/60 [S1:deg_only]:  19%|▏| 64/333 [00:46<02:59,  1.50it/s, loss=0.991, pair=0.428, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 65/333 [00:46<03:06,  1.44it/s, loss=0.991, pair=0.428, adv=3.367, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 65/333 [00:46<03:06,  1.44it/s, loss=0.576, pair=0.306, adv=3.370, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<02:59,  1.49it/s, loss=0.576, pair=0.306, adv=3.370, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 66/333 [00:47<02:59,  1.49it/s, loss=1.242, pair=0.440, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:04,  1.44it/s, loss=1.242, pair=0.440, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  20%|▏| 67/333 [00:48<03:04,  1.44it/s, loss=0.751, pair=0.348, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 68/333 [00:48<02:52,  1.53it/s, loss=0.751, pair=0.348, adv=3.368, sprd=0.053
Ep 001/60 [S1:deg_only]:  20%|▏| 68/333 [00:49<02:52,  1.53it/s, loss=1.089, pair=0.332, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 69/333 [00:49<03:14,  1.35it/s, loss=1.089, pair=0.332, adv=3.361, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 69/333 [00:49<03:14,  1.35it/s, loss=0.869, pair=0.396, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<03:01,  1.45it/s, loss=0.869, pair=0.396, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  21%|▏| 70/333 [00:50<03:01,  1.45it/s, loss=0.995, pair=0.238, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 71/333 [00:50<03:06,  1.40it/s, loss=0.995, pair=0.238, adv=3.365, sprd=0.053
Ep 001/60 [S1:deg_only]:  21%|▏| 71/333 [00:51<03:06,  1.40it/s, loss=0.680, pair=0.414, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 72/333 [00:51<02:56,  1.48it/s, loss=0.680, pair=0.414, adv=3.359, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 72/333 [00:51<02:56,  1.48it/s, loss=1.328, pair=0.438, adv=3.368, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:03,  1.42it/s, loss=1.328, pair=0.438, adv=3.368, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 73/333 [00:52<03:03,  1.42it/s, loss=0.879, pair=0.323, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:54,  1.48it/s, loss=0.879, pair=0.323, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  22%|▏| 74/333 [00:53<02:54,  1.48it/s, loss=0.826, pair=0.294, adv=3.355, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 75/333 [00:53<03:04,  1.40it/s, loss=0.826, pair=0.294, adv=3.355, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 75/333 [00:53<03:04,  1.40it/s, loss=0.742, pair=0.459, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:57,  1.45it/s, loss=0.742, pair=0.459, adv=3.362, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 76/333 [00:54<02:57,  1.45it/s, loss=0.861, pair=0.433, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.861, pair=0.433, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 77/333 [00:55<03:01,  1.41it/s, loss=0.602, pair=0.373, adv=3.330, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 78/333 [00:55<02:50,  1.49it/s, loss=0.602, pair=0.373, adv=3.330, sprd=0.052
Ep 001/60 [S1:deg_only]:  23%|▏| 78/333 [00:56<02:50,  1.49it/s, loss=0.939, pair=0.537, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 79/333 [00:56<02:59,  1.41it/s, loss=0.939, pair=0.537, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 79/333 [00:56<02:59,  1.41it/s, loss=0.701, pair=0.359, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:50,  1.48it/s, loss=0.701, pair=0.359, adv=3.358, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 80/333 [00:57<02:50,  1.48it/s, loss=0.961, pair=0.448, adv=3.382, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 81/333 [00:57<03:04,  1.37it/s, loss=0.961, pair=0.448, adv=3.382, sprd=0.052
Ep 001/60 [S1:deg_only]:  24%|▏| 81/333 [00:58<03:04,  1.37it/s, loss=0.916, pair=0.375, adv=3.379, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 82/333 [00:58<02:52,  1.45it/s, loss=0.916, pair=0.375, adv=3.379, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 82/333 [00:58<02:52,  1.45it/s, loss=1.000, pair=0.475, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:58,  1.40it/s, loss=1.000, pair=0.475, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▏| 83/333 [00:59<02:58,  1.40it/s, loss=0.965, pair=0.302, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▎| 84/333 [00:59<02:49,  1.47it/s, loss=0.965, pair=0.302, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  25%|▎| 84/333 [01:00<02:49,  1.47it/s, loss=0.935, pair=0.186, adv=3.385, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 85/333 [01:00<02:55,  1.41it/s, loss=0.935, pair=0.186, adv=3.385, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 85/333 [01:00<02:55,  1.41it/s, loss=0.984, pair=0.411, adv=3.381, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:45,  1.49it/s, loss=0.984, pair=0.411, adv=3.381, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 86/333 [01:01<02:45,  1.49it/s, loss=1.059, pair=0.524, adv=3.369, sprd=0.053
Ep 001/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<02:53,  1.42it/s, loss=1.059, pair=0.524, adv=3.369, sprd=0.053
Ep 001/60 [S1:deg_only]:  26%|▎| 87/333 [01:02<02:53,  1.42it/s, loss=0.705, pair=0.346, adv=3.350, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 88/333 [01:02<02:44,  1.49it/s, loss=0.705, pair=0.346, adv=3.350, sprd=0.052
Ep 001/60 [S1:deg_only]:  26%|▎| 88/333 [01:03<02:44,  1.49it/s, loss=0.968, pair=0.449, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 89/333 [01:03<02:53,  1.41it/s, loss=0.968, pair=0.449, adv=3.371, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 89/333 [01:03<02:53,  1.41it/s, loss=0.768, pair=0.414, adv=3.347, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:45,  1.46it/s, loss=0.768, pair=0.414, adv=3.347, sprd=0.052
Ep 001/60 [S1:deg_only]:  27%|▎| 90/333 [01:04<02:45,  1.46it/s, loss=1.257, pair=0.378, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  27%|▎| 91/333 [01:04<02:52,  1.41it/s, loss=1.257, pair=0.378, adv=3.362, sprd=0.053
Ep 001/60 [S1:deg_only]:  27%|▎| 91/333 [01:05<02:52,  1.41it/s, loss=0.733, pair=0.399, adv=3.378, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 92/333 [01:05<02:43,  1.48it/s, loss=0.733, pair=0.399, adv=3.378, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 92/333 [01:05<02:43,  1.48it/s, loss=1.034, pair=0.482, adv=3.378, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:48,  1.42it/s, loss=1.034, pair=0.482, adv=3.378, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 93/333 [01:06<02:48,  1.42it/s, loss=0.819, pair=0.352, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 94/333 [01:06<02:40,  1.49it/s, loss=0.819, pair=0.352, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  28%|▎| 94/333 [01:07<02:40,  1.49it/s, loss=1.192, pair=0.284, adv=3.366, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 95/333 [01:07<02:51,  1.39it/s, loss=1.192, pair=0.284, adv=3.366, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 95/333 [01:07<02:51,  1.39it/s, loss=0.802, pair=0.502, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:42,  1.46it/s, loss=0.802, pair=0.502, adv=3.360, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 96/333 [01:08<02:42,  1.46it/s, loss=1.026, pair=0.350, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 97/333 [01:08<02:46,  1.42it/s, loss=1.026, pair=0.350, adv=3.374, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 97/333 [01:09<02:46,  1.42it/s, loss=0.570, pair=0.411, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 98/333 [01:09<02:36,  1.50it/s, loss=0.570, pair=0.411, adv=3.356, sprd=0.052
Ep 001/60 [S1:deg_only]:  29%|▎| 98/333 [01:09<02:36,  1.50it/s, loss=0.814, pair=0.553, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:41,  1.45it/s, loss=0.814, pair=0.553, adv=3.357, sprd=0.052
Ep 001/60 [S1:deg_only]:  30%|▎| 99/333 [01:10<02:41,  1.45it/s, loss=0.757, pair=0.580, adv=3.363, sprd=0.052
Ep 001/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:35,  1.50it/s, loss=0.757, pair=0.580, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 100/333 [01:11<02:35,  1.50it/s, loss=0.899, pair=0.451, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 101/333 [01:11<02:41,  1.44it/s, loss=0.899, pair=0.451, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  30%|▎| 101/333 [01:11<02:41,  1.44it/s, loss=0.835, pair=0.390, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:34,  1.50it/s, loss=0.835, pair=0.390, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 102/333 [01:12<02:34,  1.50it/s, loss=0.756, pair=0.418, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:40,  1.43it/s, loss=0.756, pair=0.418, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 103/333 [01:13<02:40,  1.43it/s, loss=0.833, pair=0.399, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 104/333 [01:13<02:31,  1.52it/s, loss=0.833, pair=0.399, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  31%|▎| 104/333 [01:14<02:31,  1.52it/s, loss=0.878, pair=0.321, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 105/333 [01:14<02:38,  1.44it/s, loss=0.878, pair=0.321, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 105/333 [01:14<02:38,  1.44it/s, loss=0.759, pair=0.487, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:30,  1.50it/s, loss=0.759, pair=0.487, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 106/333 [01:15<02:30,  1.50it/s, loss=1.198, pair=0.240, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 107/333 [01:15<02:36,  1.45it/s, loss=1.198, pair=0.240, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 107/333 [01:15<02:36,  1.45it/s, loss=0.821, pair=0.384, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:28,  1.52it/s, loss=0.821, pair=0.384, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  32%|▎| 108/333 [01:16<02:28,  1.52it/s, loss=1.146, pair=0.387, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:36,  1.43it/s, loss=1.146, pair=0.387, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 109/333 [01:17<02:36,  1.43it/s, loss=0.868, pair=0.394, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 110/333 [01:17<02:29,  1.49it/s, loss=0.868, pair=0.394, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 110/333 [01:18<02:29,  1.49it/s, loss=1.217, pair=0.300, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 111/333 [01:18<02:33,  1.45it/s, loss=1.217, pair=0.300, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  33%|▎| 111/333 [01:18<02:33,  1.45it/s, loss=0.821, pair=0.524, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:27,  1.50it/s, loss=0.821, pair=0.524, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 112/333 [01:19<02:27,  1.50it/s, loss=0.989, pair=0.399, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 113/333 [01:19<02:34,  1.43it/s, loss=0.989, pair=0.399, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 113/333 [01:20<02:34,  1.43it/s, loss=1.078, pair=0.352, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 114/333 [01:20<02:27,  1.48it/s, loss=1.078, pair=0.352, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  34%|▎| 114/333 [01:20<02:27,  1.48it/s, loss=0.918, pair=0.507, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:31,  1.44it/s, loss=0.918, pair=0.507, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 115/333 [01:21<02:31,  1.44it/s, loss=0.856, pair=0.408, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:23,  1.51it/s, loss=0.856, pair=0.408, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 116/333 [01:22<02:23,  1.51it/s, loss=0.918, pair=0.506, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 117/333 [01:22<02:30,  1.44it/s, loss=0.918, pair=0.506, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 117/333 [01:22<02:30,  1.44it/s, loss=0.675, pair=0.365, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.675, pair=0.365, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  35%|▎| 118/333 [01:23<02:23,  1.50it/s, loss=0.824, pair=0.365, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:30,  1.42it/s, loss=0.824, pair=0.365, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 119/333 [01:24<02:30,  1.42it/s, loss=0.696, pair=0.406, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 120/333 [01:24<02:23,  1.48it/s, loss=0.696, pair=0.406, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 120/333 [01:24<02:23,  1.48it/s, loss=1.197, pair=0.241, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:28,  1.43it/s, loss=1.197, pair=0.241, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  36%|▎| 121/333 [01:25<02:28,  1.43it/s, loss=0.700, pair=0.381, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:21,  1.49it/s, loss=0.700, pair=0.381, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 122/333 [01:26<02:21,  1.49it/s, loss=1.000, pair=0.245, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 123/333 [01:26<02:27,  1.42it/s, loss=1.000, pair=0.245, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 123/333 [01:26<02:27,  1.42it/s, loss=0.825, pair=0.344, adv=3.341, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:21,  1.48it/s, loss=0.825, pair=0.344, adv=3.341, sprd=0.05
Ep 001/60 [S1:deg_only]:  37%|▎| 124/333 [01:27<02:21,  1.48it/s, loss=1.215, pair=0.241, adv=3.340, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:26,  1.42it/s, loss=1.215, pair=0.241, adv=3.340, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 125/333 [01:28<02:26,  1.42it/s, loss=0.856, pair=0.482, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:21,  1.47it/s, loss=0.856, pair=0.482, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 126/333 [01:29<02:21,  1.47it/s, loss=1.450, pair=0.368, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 127/333 [01:29<02:24,  1.42it/s, loss=1.450, pair=0.368, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 127/333 [01:29<02:24,  1.42it/s, loss=0.861, pair=0.439, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.861, pair=0.439, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  38%|▍| 128/333 [01:30<02:18,  1.48it/s, loss=0.937, pair=0.385, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:28,  1.37it/s, loss=0.937, pair=0.385, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 129/333 [01:31<02:28,  1.37it/s, loss=0.677, pair=0.306, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 130/333 [01:31<02:18,  1.46it/s, loss=0.677, pair=0.306, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 130/333 [01:31<02:18,  1.46it/s, loss=0.831, pair=0.523, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:27,  1.37it/s, loss=0.831, pair=0.523, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  39%|▍| 131/333 [01:32<02:27,  1.37it/s, loss=0.737, pair=0.286, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:19,  1.44it/s, loss=0.737, pair=0.286, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 132/333 [01:33<02:19,  1.44it/s, loss=0.923, pair=0.345, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 133/333 [01:33<02:30,  1.33it/s, loss=0.923, pair=0.345, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 133/333 [01:34<02:30,  1.33it/s, loss=0.810, pair=0.494, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 134/333 [01:34<02:20,  1.41it/s, loss=0.810, pair=0.494, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  40%|▍| 134/333 [01:34<02:20,  1.41it/s, loss=1.153, pair=0.262, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:24,  1.37it/s, loss=1.153, pair=0.262, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 135/333 [01:35<02:24,  1.37it/s, loss=0.722, pair=0.415, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:16,  1.45it/s, loss=0.722, pair=0.415, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 136/333 [01:36<02:16,  1.45it/s, loss=0.908, pair=0.467, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 137/333 [01:36<02:21,  1.38it/s, loss=0.908, pair=0.467, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 137/333 [01:36<02:21,  1.38it/s, loss=0.784, pair=0.275, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:16,  1.43it/s, loss=0.784, pair=0.275, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  41%|▍| 138/333 [01:37<02:16,  1.43it/s, loss=0.812, pair=0.366, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 139/333 [01:37<02:19,  1.39it/s, loss=0.812, pair=0.366, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 139/333 [01:38<02:19,  1.39it/s, loss=0.712, pair=0.348, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 140/333 [01:38<02:10,  1.48it/s, loss=0.712, pair=0.348, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 140/333 [01:39<02:10,  1.48it/s, loss=1.153, pair=0.478, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 141/333 [01:39<02:16,  1.41it/s, loss=1.153, pair=0.478, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  42%|▍| 141/333 [01:39<02:16,  1.41it/s, loss=0.876, pair=0.253, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:09,  1.47it/s, loss=0.876, pair=0.253, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 142/333 [01:40<02:09,  1.47it/s, loss=0.973, pair=0.288, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 143/333 [01:40<02:13,  1.42it/s, loss=0.973, pair=0.288, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 143/333 [01:41<02:13,  1.42it/s, loss=0.728, pair=0.266, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 144/333 [01:41<02:07,  1.49it/s, loss=0.728, pair=0.266, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  43%|▍| 144/333 [01:41<02:07,  1.49it/s, loss=0.882, pair=0.468, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:12,  1.42it/s, loss=0.882, pair=0.468, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 145/333 [01:42<02:12,  1.42it/s, loss=0.729, pair=0.463, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 146/333 [01:42<02:06,  1.47it/s, loss=0.729, pair=0.463, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 146/333 [01:43<02:06,  1.47it/s, loss=0.864, pair=0.336, adv=3.338, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 147/333 [01:43<02:12,  1.40it/s, loss=0.864, pair=0.336, adv=3.338, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 147/333 [01:43<02:12,  1.40it/s, loss=0.614, pair=0.521, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:04,  1.48it/s, loss=0.614, pair=0.521, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  44%|▍| 148/333 [01:44<02:04,  1.48it/s, loss=0.915, pair=0.408, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 149/333 [01:44<02:09,  1.42it/s, loss=0.915, pair=0.408, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 149/333 [01:45<02:09,  1.42it/s, loss=0.802, pair=0.403, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 150/333 [01:45<02:00,  1.52it/s, loss=0.802, pair=0.403, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 150/333 [01:45<02:00,  1.52it/s, loss=0.846, pair=0.395, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:06,  1.44it/s, loss=0.846, pair=0.395, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  45%|▍| 151/333 [01:46<02:06,  1.44it/s, loss=0.797, pair=0.266, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:00,  1.50it/s, loss=0.797, pair=0.266, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 152/333 [01:47<02:00,  1.50it/s, loss=0.933, pair=0.377, adv=3.339, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 153/333 [01:47<02:06,  1.43it/s, loss=0.933, pair=0.377, adv=3.339, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 153/333 [01:47<02:06,  1.43it/s, loss=0.776, pair=0.306, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<01:58,  1.51it/s, loss=0.776, pair=0.306, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  46%|▍| 154/333 [01:48<01:58,  1.51it/s, loss=1.211, pair=0.405, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:03,  1.44it/s, loss=1.211, pair=0.405, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 155/333 [01:49<02:03,  1.44it/s, loss=0.780, pair=0.306, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 156/333 [01:49<01:57,  1.50it/s, loss=0.780, pair=0.306, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 156/333 [01:49<01:57,  1.50it/s, loss=1.051, pair=0.446, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:03,  1.43it/s, loss=1.051, pair=0.446, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 157/333 [01:50<02:03,  1.43it/s, loss=0.759, pair=0.373, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:57,  1.49it/s, loss=0.759, pair=0.373, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  47%|▍| 158/333 [01:51<01:57,  1.49it/s, loss=0.991, pair=0.392, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 159/333 [01:51<02:03,  1.41it/s, loss=0.991, pair=0.392, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 159/333 [01:51<02:03,  1.41it/s, loss=0.819, pair=0.324, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:56,  1.48it/s, loss=0.819, pair=0.324, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 160/333 [01:52<01:56,  1.48it/s, loss=1.202, pair=0.412, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:04,  1.38it/s, loss=1.202, pair=0.412, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  48%|▍| 161/333 [01:53<02:04,  1.38it/s, loss=0.802, pair=0.347, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 162/333 [01:53<01:55,  1.48it/s, loss=0.802, pair=0.347, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 162/333 [01:54<01:55,  1.48it/s, loss=1.069, pair=0.394, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 163/333 [01:54<02:00,  1.41it/s, loss=1.069, pair=0.394, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 163/333 [01:54<02:00,  1.41it/s, loss=0.651, pair=0.376, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:52,  1.50it/s, loss=0.651, pair=0.376, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  49%|▍| 164/333 [01:55<01:52,  1.50it/s, loss=0.794, pair=0.381, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 165/333 [01:55<01:57,  1.43it/s, loss=0.794, pair=0.381, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 165/333 [01:56<01:57,  1.43it/s, loss=0.599, pair=0.474, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 166/333 [01:56<01:52,  1.49it/s, loss=0.599, pair=0.474, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▍| 166/333 [01:56<01:52,  1.49it/s, loss=0.825, pair=0.432, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:56,  1.43it/s, loss=0.825, pair=0.432, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 167/333 [01:57<01:56,  1.43it/s, loss=0.946, pair=0.473, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:51,  1.48it/s, loss=0.946, pair=0.473, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  50%|▌| 168/333 [01:58<01:51,  1.48it/s, loss=0.999, pair=0.342, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 169/333 [01:58<01:52,  1.46it/s, loss=0.999, pair=0.342, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 169/333 [01:58<01:52,  1.46it/s, loss=0.767, pair=0.389, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:48,  1.50it/s, loss=0.767, pair=0.389, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 170/333 [01:59<01:48,  1.50it/s, loss=1.004, pair=0.427, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 171/333 [01:59<01:49,  1.48it/s, loss=1.004, pair=0.427, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  51%|▌| 171/333 [02:00<01:49,  1.48it/s, loss=0.955, pair=0.585, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 172/333 [02:00<01:45,  1.53it/s, loss=0.955, pair=0.585, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 172/333 [02:00<01:45,  1.53it/s, loss=1.246, pair=0.384, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:51,  1.44it/s, loss=1.246, pair=0.384, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 173/333 [02:01<01:51,  1.44it/s, loss=0.646, pair=0.235, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:46,  1.50it/s, loss=0.646, pair=0.235, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  52%|▌| 174/333 [02:02<01:46,  1.50it/s, loss=1.038, pair=0.396, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 175/333 [02:02<01:50,  1.43it/s, loss=1.038, pair=0.396, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 175/333 [02:02<01:50,  1.43it/s, loss=0.709, pair=0.549, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.709, pair=0.549, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 176/333 [02:03<01:44,  1.50it/s, loss=1.019, pair=0.463, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:49,  1.43it/s, loss=1.019, pair=0.463, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 177/333 [02:04<01:49,  1.43it/s, loss=0.714, pair=0.411, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 178/333 [02:04<01:44,  1.49it/s, loss=0.714, pair=0.411, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  53%|▌| 178/333 [02:05<01:44,  1.49it/s, loss=1.065, pair=0.298, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 179/333 [02:05<01:48,  1.42it/s, loss=1.065, pair=0.298, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 179/333 [02:05<01:48,  1.42it/s, loss=0.762, pair=0.634, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:44,  1.47it/s, loss=0.762, pair=0.634, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 180/333 [02:06<01:44,  1.47it/s, loss=1.171, pair=0.434, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 181/333 [02:06<01:49,  1.39it/s, loss=1.171, pair=0.434, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  54%|▌| 181/333 [02:07<01:49,  1.39it/s, loss=0.800, pair=0.463, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 182/333 [02:07<01:42,  1.48it/s, loss=0.800, pair=0.463, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 182/333 [02:07<01:42,  1.48it/s, loss=0.841, pair=0.578, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:47,  1.40it/s, loss=0.841, pair=0.578, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 183/333 [02:08<01:47,  1.40it/s, loss=0.888, pair=0.410, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:42,  1.46it/s, loss=0.888, pair=0.410, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  55%|▌| 184/333 [02:09<01:42,  1.46it/s, loss=0.818, pair=0.467, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 185/333 [02:09<01:43,  1.43it/s, loss=0.818, pair=0.467, adv=3.360, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 185/333 [02:09<01:43,  1.43it/s, loss=0.762, pair=0.424, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.762, pair=0.424, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 186/333 [02:10<01:38,  1.49it/s, loss=0.923, pair=0.496, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:45,  1.38it/s, loss=0.923, pair=0.496, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 187/333 [02:11<01:45,  1.38it/s, loss=0.694, pair=0.442, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 188/333 [02:11<01:38,  1.47it/s, loss=0.694, pair=0.442, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  56%|▌| 188/333 [02:12<01:38,  1.47it/s, loss=0.997, pair=0.421, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 189/333 [02:12<01:42,  1.40it/s, loss=0.997, pair=0.421, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 189/333 [02:12<01:42,  1.40it/s, loss=0.678, pair=0.600, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:37,  1.46it/s, loss=0.678, pair=0.600, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 190/333 [02:13<01:37,  1.46it/s, loss=1.039, pair=0.458, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 191/333 [02:13<01:40,  1.41it/s, loss=1.039, pair=0.458, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  57%|▌| 191/333 [02:14<01:40,  1.41it/s, loss=0.773, pair=0.411, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 192/333 [02:14<01:35,  1.48it/s, loss=0.773, pair=0.411, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 192/333 [02:14<01:35,  1.48it/s, loss=0.941, pair=0.432, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:37,  1.43it/s, loss=0.941, pair=0.432, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 193/333 [02:15<01:37,  1.43it/s, loss=0.738, pair=0.435, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 194/333 [02:15<01:32,  1.50it/s, loss=0.738, pair=0.435, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  58%|▌| 194/333 [02:16<01:32,  1.50it/s, loss=0.897, pair=0.355, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 195/333 [02:16<01:39,  1.38it/s, loss=0.897, pair=0.355, adv=3.364, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 195/333 [02:16<01:39,  1.38it/s, loss=0.656, pair=0.350, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:34,  1.46it/s, loss=0.656, pair=0.350, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 196/333 [02:17<01:34,  1.46it/s, loss=0.788, pair=0.590, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 197/333 [02:17<01:37,  1.40it/s, loss=0.788, pair=0.590, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 197/333 [02:18<01:37,  1.40it/s, loss=0.729, pair=0.469, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 198/333 [02:18<01:31,  1.47it/s, loss=0.729, pair=0.469, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  59%|▌| 198/333 [02:18<01:31,  1.47it/s, loss=1.006, pair=0.432, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:35,  1.40it/s, loss=1.006, pair=0.432, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 199/333 [02:19<01:35,  1.40it/s, loss=0.763, pair=0.359, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:30,  1.47it/s, loss=0.763, pair=0.359, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 200/333 [02:20<01:30,  1.47it/s, loss=0.812, pair=0.390, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 201/333 [02:20<01:36,  1.36it/s, loss=0.812, pair=0.390, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  60%|▌| 201/333 [02:21<01:36,  1.36it/s, loss=0.803, pair=0.487, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 202/333 [02:21<01:31,  1.43it/s, loss=0.803, pair=0.487, adv=3.377, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 202/333 [02:21<01:31,  1.43it/s, loss=0.966, pair=0.504, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:33,  1.39it/s, loss=0.966, pair=0.504, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 203/333 [02:22<01:33,  1.39it/s, loss=0.679, pair=0.330, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:26,  1.48it/s, loss=0.679, pair=0.330, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  61%|▌| 204/333 [02:23<01:26,  1.48it/s, loss=0.865, pair=0.327, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 205/333 [02:23<01:31,  1.40it/s, loss=0.865, pair=0.327, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 205/333 [02:23<01:31,  1.40it/s, loss=0.643, pair=0.409, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:26,  1.47it/s, loss=0.643, pair=0.409, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 206/333 [02:24<01:26,  1.47it/s, loss=0.859, pair=0.408, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 207/333 [02:24<01:30,  1.39it/s, loss=0.859, pair=0.408, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 207/333 [02:25<01:30,  1.39it/s, loss=0.585, pair=0.432, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 208/333 [02:25<01:25,  1.46it/s, loss=0.585, pair=0.432, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  62%|▌| 208/333 [02:25<01:25,  1.46it/s, loss=0.777, pair=0.553, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:27,  1.42it/s, loss=0.777, pair=0.553, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 209/333 [02:26<01:27,  1.42it/s, loss=0.795, pair=0.420, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:23,  1.47it/s, loss=0.795, pair=0.420, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 210/333 [02:27<01:23,  1.47it/s, loss=0.923, pair=0.495, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 211/333 [02:27<01:26,  1.42it/s, loss=0.923, pair=0.495, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  63%|▋| 211/333 [02:27<01:26,  1.42it/s, loss=0.712, pair=0.346, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:21,  1.48it/s, loss=0.712, pair=0.346, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 212/333 [02:28<01:21,  1.48it/s, loss=0.823, pair=0.348, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:27,  1.38it/s, loss=0.823, pair=0.348, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 213/333 [02:29<01:27,  1.38it/s, loss=0.612, pair=0.385, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 214/333 [02:29<01:20,  1.48it/s, loss=0.612, pair=0.385, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  64%|▋| 214/333 [02:30<01:20,  1.48it/s, loss=0.727, pair=0.381, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 215/333 [02:30<01:22,  1.43it/s, loss=0.727, pair=0.381, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 215/333 [02:30<01:22,  1.43it/s, loss=0.642, pair=0.383, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:17,  1.50it/s, loss=0.642, pair=0.383, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 216/333 [02:31<01:17,  1.50it/s, loss=0.790, pair=0.406, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 217/333 [02:31<01:22,  1.41it/s, loss=0.790, pair=0.406, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 217/333 [02:32<01:22,  1.41it/s, loss=0.593, pair=0.319, adv=3.337, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 218/333 [02:32<01:18,  1.47it/s, loss=0.593, pair=0.319, adv=3.337, sprd=0.05
Ep 001/60 [S1:deg_only]:  65%|▋| 218/333 [02:32<01:18,  1.47it/s, loss=0.882, pair=0.357, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:21,  1.40it/s, loss=0.882, pair=0.357, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 219/333 [02:33<01:21,  1.40it/s, loss=0.683, pair=0.418, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 220/333 [02:33<01:17,  1.47it/s, loss=0.683, pair=0.418, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 220/333 [02:34<01:17,  1.47it/s, loss=0.773, pair=0.335, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 221/333 [02:34<01:19,  1.41it/s, loss=0.773, pair=0.335, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  66%|▋| 221/333 [02:34<01:19,  1.41it/s, loss=0.717, pair=0.473, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:15,  1.48it/s, loss=0.717, pair=0.473, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 222/333 [02:35<01:15,  1.48it/s, loss=0.886, pair=0.462, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 223/333 [02:35<01:18,  1.41it/s, loss=0.886, pair=0.462, adv=3.348, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 223/333 [02:36<01:18,  1.41it/s, loss=0.775, pair=0.467, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 224/333 [02:36<01:14,  1.46it/s, loss=0.775, pair=0.467, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  67%|▋| 224/333 [02:37<01:14,  1.46it/s, loss=0.827, pair=0.452, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 225/333 [02:37<01:14,  1.44it/s, loss=0.827, pair=0.452, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 225/333 [02:37<01:14,  1.44it/s, loss=0.647, pair=0.330, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:11,  1.50it/s, loss=0.647, pair=0.330, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 226/333 [02:38<01:11,  1.50it/s, loss=0.856, pair=0.475, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 227/333 [02:38<01:13,  1.45it/s, loss=0.856, pair=0.475, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 227/333 [02:39<01:13,  1.45it/s, loss=0.667, pair=0.234, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 228/333 [02:39<01:10,  1.49it/s, loss=0.667, pair=0.234, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  68%|▋| 228/333 [02:39<01:10,  1.49it/s, loss=1.020, pair=0.388, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:12,  1.44it/s, loss=1.020, pair=0.388, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 229/333 [02:40<01:12,  1.44it/s, loss=0.728, pair=0.491, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 230/333 [02:40<01:09,  1.49it/s, loss=0.728, pair=0.491, adv=3.342, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 230/333 [02:41<01:09,  1.49it/s, loss=0.795, pair=0.528, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 231/333 [02:41<01:10,  1.44it/s, loss=0.795, pair=0.528, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  69%|▋| 231/333 [02:41<01:10,  1.44it/s, loss=0.586, pair=0.368, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:07,  1.50it/s, loss=0.586, pair=0.368, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 232/333 [02:42<01:07,  1.50it/s, loss=0.813, pair=0.358, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 233/333 [02:42<01:09,  1.44it/s, loss=0.813, pair=0.358, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 233/333 [02:43<01:09,  1.44it/s, loss=0.669, pair=0.393, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 234/333 [02:43<01:05,  1.52it/s, loss=0.669, pair=0.393, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  70%|▋| 234/333 [02:43<01:05,  1.52it/s, loss=0.806, pair=0.409, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:07,  1.45it/s, loss=0.806, pair=0.409, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 235/333 [02:44<01:07,  1.45it/s, loss=0.877, pair=0.474, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 236/333 [02:44<01:03,  1.52it/s, loss=0.877, pair=0.474, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 236/333 [02:45<01:03,  1.52it/s, loss=1.003, pair=0.424, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 237/333 [02:45<01:06,  1.44it/s, loss=1.003, pair=0.424, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 237/333 [02:45<01:06,  1.44it/s, loss=0.652, pair=0.425, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:02,  1.51it/s, loss=0.652, pair=0.425, adv=3.374, sprd=0.05
Ep 001/60 [S1:deg_only]:  71%|▋| 238/333 [02:46<01:02,  1.51it/s, loss=0.757, pair=0.508, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 239/333 [02:46<01:05,  1.44it/s, loss=0.757, pair=0.508, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 239/333 [02:47<01:05,  1.44it/s, loss=0.744, pair=0.613, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 240/333 [02:47<01:02,  1.49it/s, loss=0.744, pair=0.613, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 240/333 [02:47<01:02,  1.49it/s, loss=0.902, pair=0.306, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:05,  1.39it/s, loss=0.902, pair=0.306, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  72%|▋| 241/333 [02:48<01:05,  1.39it/s, loss=0.735, pair=0.510, adv=3.339, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:02,  1.45it/s, loss=0.735, pair=0.510, adv=3.339, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 242/333 [02:49<01:02,  1.45it/s, loss=0.822, pair=0.424, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 243/333 [02:49<01:04,  1.39it/s, loss=0.822, pair=0.424, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 243/333 [02:50<01:04,  1.39it/s, loss=0.698, pair=0.422, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 244/333 [02:50<01:01,  1.46it/s, loss=0.698, pair=0.422, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  73%|▋| 244/333 [02:50<01:01,  1.46it/s, loss=0.867, pair=0.469, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:03,  1.38it/s, loss=0.867, pair=0.469, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 245/333 [02:51<01:03,  1.38it/s, loss=0.753, pair=0.423, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 246/333 [02:51<01:00,  1.44it/s, loss=0.753, pair=0.423, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 246/333 [02:52<01:00,  1.44it/s, loss=0.869, pair=0.394, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 247/333 [02:52<01:01,  1.39it/s, loss=0.869, pair=0.394, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 247/333 [02:52<01:01,  1.39it/s, loss=0.798, pair=0.580, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:58,  1.46it/s, loss=0.798, pair=0.580, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  74%|▋| 248/333 [02:53<00:58,  1.46it/s, loss=0.812, pair=0.533, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 249/333 [02:53<00:59,  1.41it/s, loss=0.812, pair=0.533, adv=3.343, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▋| 249/333 [02:54<00:59,  1.41it/s, loss=0.652, pair=0.573, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 250/333 [02:54<00:56,  1.46it/s, loss=0.652, pair=0.573, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 250/333 [02:55<00:56,  1.46it/s, loss=0.749, pair=0.389, adv=3.337, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 251/333 [02:55<00:58,  1.40it/s, loss=0.749, pair=0.389, adv=3.337, sprd=0.05
Ep 001/60 [S1:deg_only]:  75%|▊| 251/333 [02:55<00:58,  1.40it/s, loss=0.598, pair=0.451, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:54,  1.49it/s, loss=0.598, pair=0.451, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 252/333 [02:56<00:54,  1.49it/s, loss=0.795, pair=0.369, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 253/333 [02:56<00:54,  1.46it/s, loss=0.795, pair=0.369, adv=3.367, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 253/333 [02:56<00:54,  1.46it/s, loss=0.665, pair=0.345, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:52,  1.51it/s, loss=0.665, pair=0.345, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  76%|▊| 254/333 [02:57<00:52,  1.51it/s, loss=1.090, pair=0.475, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 255/333 [02:57<00:54,  1.44it/s, loss=1.090, pair=0.475, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 255/333 [02:58<00:54,  1.44it/s, loss=0.750, pair=0.460, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 256/333 [02:58<00:51,  1.49it/s, loss=0.750, pair=0.460, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 256/333 [02:59<00:51,  1.49it/s, loss=0.949, pair=0.535, adv=3.334, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 257/333 [02:59<00:53,  1.42it/s, loss=0.949, pair=0.535, adv=3.334, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 257/333 [02:59<00:53,  1.42it/s, loss=0.877, pair=0.501, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:49,  1.51it/s, loss=0.877, pair=0.501, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  77%|▊| 258/333 [03:00<00:49,  1.51it/s, loss=0.921, pair=0.524, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 259/333 [03:00<00:53,  1.39it/s, loss=0.921, pair=0.524, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 259/333 [03:01<00:53,  1.39it/s, loss=0.848, pair=0.483, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 260/333 [03:01<00:49,  1.49it/s, loss=0.848, pair=0.483, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 260/333 [03:01<00:49,  1.49it/s, loss=0.724, pair=0.587, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:50,  1.43it/s, loss=0.724, pair=0.587, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  78%|▊| 261/333 [03:02<00:50,  1.43it/s, loss=0.749, pair=0.741, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 262/333 [03:02<00:47,  1.50it/s, loss=0.749, pair=0.741, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 262/333 [03:03<00:47,  1.50it/s, loss=0.859, pair=0.272, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 263/333 [03:03<00:48,  1.44it/s, loss=0.859, pair=0.272, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 263/333 [03:03<00:48,  1.44it/s, loss=0.632, pair=0.411, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:45,  1.50it/s, loss=0.632, pair=0.411, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  79%|▊| 264/333 [03:04<00:45,  1.50it/s, loss=1.126, pair=0.422, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 265/333 [03:04<00:46,  1.45it/s, loss=1.126, pair=0.422, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 265/333 [03:05<00:46,  1.45it/s, loss=0.920, pair=0.582, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 266/333 [03:05<00:44,  1.51it/s, loss=0.920, pair=0.582, adv=3.391, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 266/333 [03:05<00:44,  1.51it/s, loss=1.202, pair=0.447, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:46,  1.41it/s, loss=1.202, pair=0.447, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 267/333 [03:06<00:46,  1.41it/s, loss=0.742, pair=0.530, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 268/333 [03:06<00:44,  1.47it/s, loss=0.742, pair=0.530, adv=3.380, sprd=0.05
Ep 001/60 [S1:deg_only]:  80%|▊| 268/333 [03:07<00:44,  1.47it/s, loss=0.847, pair=0.450, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 269/333 [03:07<00:44,  1.42it/s, loss=0.847, pair=0.450, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 269/333 [03:07<00:44,  1.42it/s, loss=0.533, pair=0.434, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:42,  1.48it/s, loss=0.533, pair=0.434, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 270/333 [03:08<00:42,  1.48it/s, loss=0.744, pair=0.419, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 271/333 [03:08<00:43,  1.42it/s, loss=0.744, pair=0.419, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  81%|▊| 271/333 [03:09<00:43,  1.42it/s, loss=0.730, pair=0.520, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 272/333 [03:09<00:40,  1.51it/s, loss=0.730, pair=0.520, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 272/333 [03:10<00:40,  1.51it/s, loss=0.939, pair=0.465, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 273/333 [03:10<00:41,  1.43it/s, loss=0.939, pair=0.465, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 273/333 [03:10<00:41,  1.43it/s, loss=0.724, pair=0.444, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:39,  1.49it/s, loss=0.724, pair=0.444, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  82%|▊| 274/333 [03:11<00:39,  1.49it/s, loss=0.885, pair=0.527, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 275/333 [03:11<00:40,  1.42it/s, loss=0.885, pair=0.527, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 275/333 [03:12<00:40,  1.42it/s, loss=0.753, pair=0.422, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 276/333 [03:12<00:38,  1.47it/s, loss=0.753, pair=0.422, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 276/333 [03:12<00:38,  1.47it/s, loss=0.877, pair=0.488, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:38,  1.45it/s, loss=0.877, pair=0.488, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 277/333 [03:13<00:38,  1.45it/s, loss=0.599, pair=0.336, adv=3.335, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 278/333 [03:13<00:36,  1.51it/s, loss=0.599, pair=0.336, adv=3.335, sprd=0.05
Ep 001/60 [S1:deg_only]:  83%|▊| 278/333 [03:14<00:36,  1.51it/s, loss=0.767, pair=0.321, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 279/333 [03:14<00:38,  1.39it/s, loss=0.767, pair=0.321, adv=3.366, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 279/333 [03:14<00:38,  1.39it/s, loss=0.682, pair=0.435, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.46it/s, loss=0.682, pair=0.435, adv=3.372, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 280/333 [03:15<00:36,  1.46it/s, loss=0.743, pair=0.693, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 281/333 [03:15<00:36,  1.41it/s, loss=0.743, pair=0.693, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  84%|▊| 281/333 [03:16<00:36,  1.41it/s, loss=0.708, pair=0.395, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 282/333 [03:16<00:34,  1.49it/s, loss=0.708, pair=0.395, adv=3.378, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 282/333 [03:16<00:34,  1.49it/s, loss=0.743, pair=0.528, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.43it/s, loss=0.743, pair=0.528, adv=3.371, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 283/333 [03:17<00:35,  1.43it/s, loss=0.761, pair=0.422, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:33,  1.48it/s, loss=0.761, pair=0.422, adv=3.353, sprd=0.05
Ep 001/60 [S1:deg_only]:  85%|▊| 284/333 [03:18<00:33,  1.48it/s, loss=0.971, pair=0.517, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 285/333 [03:18<00:33,  1.42it/s, loss=0.971, pair=0.517, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 285/333 [03:18<00:33,  1.42it/s, loss=0.610, pair=0.588, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.610, pair=0.588, adv=3.379, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 286/333 [03:19<00:31,  1.49it/s, loss=0.860, pair=0.283, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:33,  1.39it/s, loss=0.860, pair=0.283, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 287/333 [03:20<00:33,  1.39it/s, loss=0.763, pair=0.643, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 288/333 [03:20<00:30,  1.48it/s, loss=0.763, pair=0.643, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  86%|▊| 288/333 [03:21<00:30,  1.48it/s, loss=0.771, pair=0.429, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 289/333 [03:21<00:31,  1.40it/s, loss=0.771, pair=0.429, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 289/333 [03:21<00:31,  1.40it/s, loss=0.608, pair=0.485, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.46it/s, loss=0.608, pair=0.485, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 290/333 [03:22<00:29,  1.46it/s, loss=0.796, pair=0.484, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 291/333 [03:22<00:29,  1.40it/s, loss=0.796, pair=0.484, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  87%|▊| 291/333 [03:23<00:29,  1.40it/s, loss=0.625, pair=0.400, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 292/333 [03:23<00:27,  1.49it/s, loss=0.625, pair=0.400, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 292/333 [03:23<00:27,  1.49it/s, loss=0.828, pair=0.436, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.40it/s, loss=0.828, pair=0.436, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 293/333 [03:24<00:28,  1.40it/s, loss=0.778, pair=0.287, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.47it/s, loss=0.778, pair=0.287, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  88%|▉| 294/333 [03:25<00:26,  1.47it/s, loss=0.773, pair=0.510, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 295/333 [03:25<00:27,  1.41it/s, loss=0.773, pair=0.510, adv=3.382, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 295/333 [03:25<00:27,  1.41it/s, loss=0.627, pair=0.346, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.49it/s, loss=0.627, pair=0.346, adv=3.357, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 296/333 [03:26<00:24,  1.49it/s, loss=0.773, pair=0.471, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:25,  1.39it/s, loss=0.773, pair=0.471, adv=3.375, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 297/333 [03:27<00:25,  1.39it/s, loss=0.605, pair=0.395, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 298/333 [03:27<00:23,  1.48it/s, loss=0.605, pair=0.395, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  89%|▉| 298/333 [03:28<00:23,  1.48it/s, loss=0.666, pair=0.563, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 299/333 [03:28<00:23,  1.43it/s, loss=0.666, pair=0.563, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 299/333 [03:28<00:23,  1.43it/s, loss=0.683, pair=0.345, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.50it/s, loss=0.683, pair=0.345, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 300/333 [03:29<00:22,  1.50it/s, loss=0.782, pair=0.423, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 301/333 [03:29<00:22,  1.45it/s, loss=0.782, pair=0.423, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  90%|▉| 301/333 [03:29<00:22,  1.45it/s, loss=0.718, pair=0.403, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.52it/s, loss=0.718, pair=0.403, adv=3.368, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 302/333 [03:30<00:20,  1.52it/s, loss=0.745, pair=0.353, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:21,  1.39it/s, loss=0.745, pair=0.353, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 303/333 [03:31<00:21,  1.39it/s, loss=0.778, pair=0.551, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 304/333 [03:31<00:20,  1.45it/s, loss=0.778, pair=0.551, adv=3.345, sprd=0.05
Ep 001/60 [S1:deg_only]:  91%|▉| 304/333 [03:32<00:20,  1.45it/s, loss=0.789, pair=0.430, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 305/333 [03:32<00:19,  1.41it/s, loss=0.789, pair=0.430, adv=3.350, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 305/333 [03:32<00:19,  1.41it/s, loss=0.686, pair=0.378, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.48it/s, loss=0.686, pair=0.378, adv=3.384, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 306/333 [03:33<00:18,  1.48it/s, loss=0.696, pair=0.466, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 307/333 [03:33<00:18,  1.41it/s, loss=0.696, pair=0.466, adv=3.386, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 307/333 [03:34<00:18,  1.41it/s, loss=0.594, pair=0.345, adv=3.341, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 308/333 [03:34<00:17,  1.46it/s, loss=0.594, pair=0.345, adv=3.341, sprd=0.05
Ep 001/60 [S1:deg_only]:  92%|▉| 308/333 [03:34<00:17,  1.46it/s, loss=0.797, pair=0.426, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.42it/s, loss=0.797, pair=0.426, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 309/333 [03:35<00:16,  1.42it/s, loss=0.715, pair=0.429, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:15,  1.49it/s, loss=0.715, pair=0.429, adv=3.363, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 310/333 [03:36<00:15,  1.49it/s, loss=0.742, pair=0.283, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 311/333 [03:36<00:15,  1.42it/s, loss=0.742, pair=0.283, adv=3.355, sprd=0.05
Ep 001/60 [S1:deg_only]:  93%|▉| 311/333 [03:36<00:15,  1.42it/s, loss=0.674, pair=0.507, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.47it/s, loss=0.674, pair=0.507, adv=3.361, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 312/333 [03:37<00:14,  1.47it/s, loss=0.656, pair=0.555, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:13,  1.44it/s, loss=0.656, pair=0.555, adv=3.381, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 313/333 [03:38<00:13,  1.44it/s, loss=0.606, pair=0.541, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 314/333 [03:38<00:12,  1.50it/s, loss=0.606, pair=0.541, adv=3.387, sprd=0.05
Ep 001/60 [S1:deg_only]:  94%|▉| 314/333 [03:39<00:12,  1.50it/s, loss=1.029, pair=0.408, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 315/333 [03:39<00:12,  1.43it/s, loss=1.029, pair=0.408, adv=3.373, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 315/333 [03:39<00:12,  1.43it/s, loss=0.707, pair=0.395, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.47it/s, loss=0.707, pair=0.395, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 316/333 [03:40<00:11,  1.47it/s, loss=0.818, pair=0.631, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 317/333 [03:40<00:11,  1.41it/s, loss=0.818, pair=0.631, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 317/333 [03:41<00:11,  1.41it/s, loss=0.773, pair=0.771, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 318/333 [03:41<00:10,  1.46it/s, loss=0.773, pair=0.771, adv=3.359, sprd=0.05
Ep 001/60 [S1:deg_only]:  95%|▉| 318/333 [03:41<00:10,  1.46it/s, loss=0.776, pair=0.534, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.43it/s, loss=0.776, pair=0.534, adv=3.354, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 319/333 [03:42<00:09,  1.43it/s, loss=0.583, pair=0.434, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 320/333 [03:42<00:08,  1.49it/s, loss=0.583, pair=0.434, adv=3.369, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 320/333 [03:43<00:08,  1.49it/s, loss=0.910, pair=0.418, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 321/333 [03:43<00:08,  1.38it/s, loss=0.910, pair=0.418, adv=3.362, sprd=0.05
Ep 001/60 [S1:deg_only]:  96%|▉| 321/333 [03:43<00:08,  1.38it/s, loss=0.699, pair=0.504, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.46it/s, loss=0.699, pair=0.504, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 322/333 [03:44<00:07,  1.46it/s, loss=0.925, pair=0.548, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 323/333 [03:44<00:07,  1.39it/s, loss=0.925, pair=0.548, adv=3.356, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 323/333 [03:45<00:07,  1.39it/s, loss=0.606, pair=0.323, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 324/333 [03:45<00:06,  1.47it/s, loss=0.606, pair=0.323, adv=3.370, sprd=0.05
Ep 001/60 [S1:deg_only]:  97%|▉| 324/333 [03:46<00:06,  1.47it/s, loss=0.828, pair=0.476, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 325/333 [03:46<00:05,  1.42it/s, loss=0.828, pair=0.476, adv=3.347, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 325/333 [03:46<00:05,  1.42it/s, loss=0.709, pair=0.510, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 326/333 [03:46<00:04,  1.47it/s, loss=0.709, pair=0.510, adv=3.388, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 326/333 [03:47<00:04,  1.47it/s, loss=0.750, pair=0.607, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 327/333 [03:47<00:04,  1.43it/s, loss=0.750, pair=0.607, adv=3.344, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 327/333 [03:47<00:04,  1.43it/s, loss=0.609, pair=0.403, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.49it/s, loss=0.609, pair=0.403, adv=3.352, sprd=0.05
Ep 001/60 [S1:deg_only]:  98%|▉| 328/333 [03:48<00:03,  1.49it/s, loss=0.739, pair=0.605, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 329/333 [03:48<00:02,  1.43it/s, loss=0.739, pair=0.605, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 329/333 [03:49<00:02,  1.43it/s, loss=0.591, pair=0.539, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 330/333 [03:49<00:02,  1.50it/s, loss=0.591, pair=0.539, adv=3.349, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 330/333 [03:50<00:02,  1.50it/s, loss=0.799, pair=0.538, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 331/333 [03:50<00:01,  1.43it/s, loss=0.799, pair=0.538, adv=3.351, sprd=0.05
Ep 001/60 [S1:deg_only]:  99%|▉| 331/333 [03:50<00:01,  1.43it/s, loss=0.573, pair=0.581, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.50it/s, loss=0.573, pair=0.581, adv=3.365, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|▉| 332/333 [03:51<00:00,  1.50it/s, loss=0.729, pair=0.721, adv=3.358, sprd=0.05
Ep 001/60 [S1:deg_only]: 100%|█| 333/333 [03:51<00:00,  1.42it/s, loss=0.729, pair=0.721, adv=3.358, sprd=0.05
                                                                                                              
Epoch 001/60 [S1:deg_only]  loss=0.8625  mat=0.3404  sens=1.4290  pair=0.4215  adv=3.3605(rand=3.37)  deg=0.1069  orth=0.3027  spread=0.0522  q_mean=49.5  q_std=1.0  α=0.10 β=0.00 γ=1.00 λ_grl=0.000  lr=1.00e-04  231s

Ep 002/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 002/60 [S1:deg_only]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.705, pair=0.432, adv=3.339, sprd=0.052]
Ep 002/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:00,  1.08s/it, loss=0.705, pair=0.432, adv=3.339, sprd=0.052]
Ep 002/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:00,  1.08s/it, loss=0.576, pair=0.465, adv=3.349, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:27,  1.24it/s, loss=0.576, pair=0.465, adv=3.349, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:27,  1.24it/s, loss=0.743, pair=0.646, adv=3.357, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:19,  1.27it/s, loss=0.743, pair=0.646, adv=3.357, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:19,  1.27it/s, loss=0.674, pair=0.720, adv=3.349, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:56,  1.39it/s, loss=0.674, pair=0.720, adv=3.349, sprd=0.052]
Ep 002/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:56,  1.39it/s, loss=0.742, pair=0.626, adv=3.335, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:03,  1.35it/s, loss=0.742, pair=0.626, adv=3.335, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:03,  1.35it/s, loss=0.616, pair=0.481, adv=3.365, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:45,  1.45it/s, loss=0.616, pair=0.481, adv=3.365, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:45,  1.45it/s, loss=0.794, pair=0.531, adv=3.361, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:49,  1.42it/s, loss=0.794, pair=0.531, adv=3.361, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:49,  1.42it/s, loss=0.751, pair=0.400, adv=3.383, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:41,  1.47it/s, loss=0.751, pair=0.400, adv=3.383, sprd=0.052]
Ep 002/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:41,  1.47it/s, loss=0.774, pair=0.304, adv=3.353, sprd=0.052]
Ep 002/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:45,  1.44it/s, loss=0.774, pair=0.304, adv=3.353, sprd=0.052]
Ep 002/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:45,  1.44it/s, loss=0.556, pair=0.529, adv=3.368, sprd=0.052]
Ep 002/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:34,  1.50it/s, loss=0.556, pair=0.529, adv=3.368, sprd=0.052
Ep 002/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:34,  1.50it/s, loss=0.709, pair=0.427, adv=3.378, sprd=0.052
Ep 002/60 [S1:deg_only]:   3%| | 11/333 [00:07<03:41,  1.46it/s, loss=0.709, pair=0.427, adv=3.378, sprd=0.052
Ep 002/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:41,  1.46it/s, loss=0.561, pair=0.604, adv=3.369, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:31,  1.52it/s, loss=0.561, pair=0.604, adv=3.369, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:31,  1.52it/s, loss=0.787, pair=0.751, adv=3.375, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.787, pair=0.751, adv=3.375, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.554, pair=0.412, adv=3.347, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:34,  1.49it/s, loss=0.554, pair=0.412, adv=3.347, sprd=0.052
Ep 002/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.631, pair=0.485, adv=3.362, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:42,  1.43it/s, loss=0.631, pair=0.485, adv=3.362, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:42,  1.43it/s, loss=0.602, pair=0.507, adv=3.355, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:34,  1.48it/s, loss=0.602, pair=0.507, adv=3.355, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:34,  1.48it/s, loss=0.762, pair=0.409, adv=3.341, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.43it/s, loss=0.762, pair=0.409, adv=3.341, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.43it/s, loss=0.576, pair=0.692, adv=3.341, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:30,  1.49it/s, loss=0.576, pair=0.692, adv=3.341, sprd=0.052
Ep 002/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:30,  1.49it/s, loss=0.626, pair=0.538, adv=3.353, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:46,  1.39it/s, loss=0.626, pair=0.538, adv=3.353, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:46,  1.39it/s, loss=0.643, pair=0.546, adv=3.344, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.643, pair=0.546, adv=3.344, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.681, pair=0.497, adv=3.346, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:40,  1.41it/s, loss=0.681, pair=0.497, adv=3.346, sprd=0.052
Ep 002/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:40,  1.41it/s, loss=0.634, pair=0.312, adv=3.367, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:31,  1.47it/s, loss=0.634, pair=0.312, adv=3.367, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:31,  1.47it/s, loss=0.755, pair=0.454, adv=3.343, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.41it/s, loss=0.755, pair=0.454, adv=3.343, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.41it/s, loss=0.613, pair=0.657, adv=3.359, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:28,  1.48it/s, loss=0.613, pair=0.657, adv=3.359, sprd=0.052
Ep 002/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:28,  1.48it/s, loss=0.707, pair=0.504, adv=3.353, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:35,  1.43it/s, loss=0.707, pair=0.504, adv=3.353, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:35,  1.43it/s, loss=0.701, pair=0.582, adv=3.390, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:25,  1.50it/s, loss=0.701, pair=0.582, adv=3.390, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:25,  1.50it/s, loss=0.697, pair=0.530, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:34,  1.42it/s, loss=0.697, pair=0.530, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:34,  1.42it/s, loss=0.672, pair=0.434, adv=3.357, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:25,  1.48it/s, loss=0.672, pair=0.434, adv=3.357, sprd=0.051
Ep 002/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:25,  1.48it/s, loss=0.735, pair=0.581, adv=3.378, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:32,  1.43it/s, loss=0.735, pair=0.581, adv=3.378, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:32,  1.43it/s, loss=0.604, pair=0.480, adv=3.391, sprd=0.052
Ep 002/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:22,  1.50it/s, loss=0.604, pair=0.480, adv=3.391, sprd=0.052
Ep 002/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:22,  1.50it/s, loss=0.784, pair=0.704, adv=3.348, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:32,  1.42it/s, loss=0.784, pair=0.704, adv=3.348, sprd=0.051
Ep 002/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.608, pair=0.516, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:21,  1.49it/s, loss=0.608, pair=0.516, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:21,  1.49it/s, loss=0.674, pair=0.448, adv=3.373, sprd=0.052
Ep 002/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:28,  1.44it/s, loss=0.674, pair=0.448, adv=3.373, sprd=0.052
Ep 002/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:28,  1.44it/s, loss=0.621, pair=0.616, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:20,  1.49it/s, loss=0.621, pair=0.616, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.927, pair=0.575, adv=3.351, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:29,  1.42it/s, loss=0.927, pair=0.575, adv=3.351, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:29,  1.42it/s, loss=0.563, pair=0.582, adv=3.352, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:19,  1.49it/s, loss=0.563, pair=0.582, adv=3.352, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:19,  1.49it/s, loss=0.708, pair=0.755, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:27,  1.42it/s, loss=0.708, pair=0.755, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:27,  1.42it/s, loss=0.583, pair=0.586, adv=3.345, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.583, pair=0.586, adv=3.345, sprd=0.052
Ep 002/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.864, pair=0.687, adv=3.338, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:28,  1.41it/s, loss=0.864, pair=0.687, adv=3.338, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:28,  1.41it/s, loss=0.702, pair=0.532, adv=3.379, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:16,  1.49it/s, loss=0.702, pair=0.532, adv=3.379, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:16,  1.49it/s, loss=0.714, pair=0.641, adv=3.347, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:33,  1.37it/s, loss=0.714, pair=0.641, adv=3.347, sprd=0.051
Ep 002/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:33,  1.37it/s, loss=0.782, pair=0.457, adv=3.360, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:21,  1.45it/s, loss=0.782, pair=0.457, adv=3.360, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:21,  1.45it/s, loss=0.886, pair=0.494, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 43/333 [00:29<03:24,  1.42it/s, loss=0.886, pair=0.494, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.617, pair=0.508, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:11,  1.51it/s, loss=0.617, pair=0.508, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:11,  1.51it/s, loss=0.877, pair=0.686, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.877, pair=0.686, adv=3.349, sprd=0.052
Ep 002/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.497, pair=0.455, adv=3.367, sprd=0.052
Ep 002/60 [S1:deg_only]:  14%|▏| 46/333 [00:31<03:12,  1.49it/s, loss=0.497, pair=0.455, adv=3.367, sprd=0.052
Ep 002/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:12,  1.49it/s, loss=0.734, pair=0.731, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:20,  1.43it/s, loss=0.734, pair=0.731, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:20,  1.43it/s, loss=0.688, pair=0.838, adv=3.351, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:11,  1.49it/s, loss=0.688, pair=0.838, adv=3.351, sprd=0.051
Ep 002/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:11,  1.49it/s, loss=0.614, pair=0.580, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:16,  1.44it/s, loss=0.614, pair=0.580, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:16,  1.44it/s, loss=0.532, pair=0.685, adv=3.356, sprd=0.052
Ep 002/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:05,  1.52it/s, loss=0.532, pair=0.685, adv=3.356, sprd=0.052
Ep 002/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:05,  1.52it/s, loss=0.837, pair=0.562, adv=3.373, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:21,  1.40it/s, loss=0.837, pair=0.562, adv=3.373, sprd=0.051
Ep 002/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:21,  1.40it/s, loss=0.558, pair=0.614, adv=3.370, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.558, pair=0.614, adv=3.370, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.746, pair=0.793, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:20,  1.40it/s, loss=0.746, pair=0.793, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:20,  1.40it/s, loss=0.663, pair=0.675, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:10,  1.46it/s, loss=0.663, pair=0.675, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:10,  1.46it/s, loss=0.691, pair=0.721, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.691, pair=0.721, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.610, pair=0.658, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:04,  1.50it/s, loss=0.610, pair=0.658, adv=3.352, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.678, pair=0.643, adv=3.362, sprd=0.052
Ep 002/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:10,  1.45it/s, loss=0.678, pair=0.643, adv=3.362, sprd=0.052
Ep 002/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:10,  1.45it/s, loss=0.664, pair=0.653, adv=3.357, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:00,  1.52it/s, loss=0.664, pair=0.653, adv=3.357, sprd=0.051
Ep 002/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:00,  1.52it/s, loss=0.729, pair=0.606, adv=3.361, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:04,  1.48it/s, loss=0.729, pair=0.606, adv=3.361, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:04,  1.48it/s, loss=0.619, pair=0.602, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<02:58,  1.53it/s, loss=0.619, pair=0.602, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<02:58,  1.53it/s, loss=0.728, pair=0.719, adv=3.360, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.728, pair=0.719, adv=3.360, sprd=0.052
Ep 002/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.501, pair=0.682, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<02:59,  1.51it/s, loss=0.501, pair=0.682, adv=3.364, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<02:59,  1.51it/s, loss=0.726, pair=0.587, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:09,  1.43it/s, loss=0.726, pair=0.587, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:09,  1.43it/s, loss=0.562, pair=0.811, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:02,  1.48it/s, loss=0.562, pair=0.811, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:02,  1.48it/s, loss=0.734, pair=0.546, adv=3.349, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:10,  1.40it/s, loss=0.734, pair=0.546, adv=3.349, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:10,  1.40it/s, loss=0.544, pair=0.588, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:01,  1.47it/s, loss=0.544, pair=0.588, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:01,  1.47it/s, loss=0.724, pair=0.454, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.724, pair=0.454, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.607, pair=0.588, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 68/333 [00:46<02:57,  1.49it/s, loss=0.607, pair=0.588, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.49it/s, loss=0.724, pair=0.465, adv=3.354, sprd=0.052
Ep 002/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:07,  1.41it/s, loss=0.724, pair=0.465, adv=3.354, sprd=0.052
Ep 002/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:07,  1.41it/s, loss=0.531, pair=0.467, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:56,  1.49it/s, loss=0.531, pair=0.467, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:56,  1.49it/s, loss=0.686, pair=0.435, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:10,  1.37it/s, loss=0.686, pair=0.435, adv=3.362, sprd=0.051
Ep 002/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:10,  1.37it/s, loss=0.523, pair=0.423, adv=3.369, sprd=0.052
Ep 002/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:58,  1.46it/s, loss=0.523, pair=0.423, adv=3.369, sprd=0.052
Ep 002/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:58,  1.46it/s, loss=0.703, pair=0.744, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:04,  1.41it/s, loss=0.703, pair=0.744, adv=3.377, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:04,  1.41it/s, loss=0.538, pair=0.574, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.538, pair=0.574, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.635, pair=0.705, adv=3.373, sprd=0.052
Ep 002/60 [S1:deg_only]:  23%|▏| 75/333 [00:51<03:02,  1.41it/s, loss=0.635, pair=0.705, adv=3.373, sprd=0.052
Ep 002/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.41it/s, loss=0.775, pair=0.579, adv=3.370, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:52,  1.49it/s, loss=0.775, pair=0.579, adv=3.370, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:52,  1.49it/s, loss=0.683, pair=0.798, adv=3.355, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:00,  1.42it/s, loss=0.683, pair=0.798, adv=3.355, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:00,  1.42it/s, loss=0.549, pair=0.677, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:52,  1.48it/s, loss=0.549, pair=0.677, adv=3.372, sprd=0.051
Ep 002/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.752, pair=0.625, adv=3.351, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:58,  1.42it/s, loss=0.752, pair=0.625, adv=3.351, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:58,  1.42it/s, loss=0.567, pair=0.437, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:49,  1.49it/s, loss=0.567, pair=0.437, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.631, pair=0.596, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.631, pair=0.596, adv=3.365, sprd=0.051
Ep 002/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.619, pair=0.578, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:49,  1.49it/s, loss=0.619, pair=0.578, adv=3.366, sprd=0.052
Ep 002/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:49,  1.49it/s, loss=0.584, pair=0.524, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:54,  1.43it/s, loss=0.584, pair=0.524, adv=3.353, sprd=0.051
Ep 002/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:54,  1.43it/s, loss=0.624, pair=0.538, adv=3.368, sprd=0.052
Ep 002/60 [S1:deg_only]:  25%|▎| 84/333 [00:57<02:42,  1.53it/s, loss=0.624, pair=0.538, adv=3.368, sprd=0.052
Ep 002/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:42,  1.53it/s, loss=0.735, pair=0.441, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:50,  1.45it/s, loss=0.735, pair=0.441, adv=3.374, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:50,  1.45it/s, loss=0.521, pair=0.764, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:43,  1.51it/s, loss=0.521, pair=0.764, adv=3.360, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:43,  1.51it/s, loss=0.684, pair=0.750, adv=3.370, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:53,  1.42it/s, loss=0.684, pair=0.750, adv=3.370, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:53,  1.42it/s, loss=0.527, pair=0.805, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:45,  1.48it/s, loss=0.527, pair=0.805, adv=3.354, sprd=0.051
Ep 002/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:45,  1.48it/s, loss=0.633, pair=0.702, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:51,  1.42it/s, loss=0.633, pair=0.702, adv=3.359, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:51,  1.42it/s, loss=0.567, pair=0.667, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:41,  1.50it/s, loss=0.567, pair=0.667, adv=3.358, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:41,  1.50it/s, loss=0.699, pair=0.680, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 91/333 [01:02<02:46,  1.46it/s, loss=0.699, pair=0.680, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:46,  1.46it/s, loss=0.782, pair=0.632, adv=3.381, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:37,  1.53it/s, loss=0.782, pair=0.632, adv=3.381, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:37,  1.53it/s, loss=0.732, pair=0.789, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:46,  1.44it/s, loss=0.732, pair=0.789, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:46,  1.44it/s, loss=0.588, pair=0.696, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 94/333 [01:04<02:39,  1.50it/s, loss=0.588, pair=0.696, adv=3.368, sprd=0.051
Ep 002/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:39,  1.50it/s, loss=0.585, pair=0.852, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:42,  1.46it/s, loss=0.585, pair=0.852, adv=3.391, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:42,  1.46it/s, loss=0.532, pair=0.542, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:34,  1.54it/s, loss=0.532, pair=0.542, adv=3.363, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:34,  1.54it/s, loss=0.665, pair=0.654, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:53,  1.36it/s, loss=0.665, pair=0.654, adv=3.361, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:53,  1.36it/s, loss=0.502, pair=0.717, adv=3.376, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:41,  1.46it/s, loss=0.502, pair=0.717, adv=3.376, sprd=0.051
Ep 002/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:41,  1.46it/s, loss=0.733, pair=0.629, adv=3.355, sprd=0.051
Ep 002/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:45,  1.42it/s, loss=0.733, pair=0.629, adv=3.355, sprd=0.051
Ep 002/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:45,  1.42it/s, loss=0.501, pair=0.772, adv=3.373, sprd=0.051
Ep 002/60 [S1:deg_only]:  30%|▎| 100/333 [01:08<02:36,  1.49it/s, loss=0.501, pair=0.772, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:36,  1.49it/s, loss=0.603, pair=0.892, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:42,  1.43it/s, loss=0.603, pair=0.892, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:42,  1.43it/s, loss=0.552, pair=0.861, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:36,  1.47it/s, loss=0.552, pair=0.861, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:36,  1.47it/s, loss=0.611, pair=0.517, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.42it/s, loss=0.611, pair=0.517, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.42it/s, loss=0.546, pair=0.782, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:35,  1.47it/s, loss=0.546, pair=0.782, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.707, pair=0.619, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:43,  1.40it/s, loss=0.707, pair=0.619, adv=3.369, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:43,  1.40it/s, loss=0.512, pair=0.667, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:34,  1.47it/s, loss=0.512, pair=0.667, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:34,  1.47it/s, loss=0.643, pair=0.632, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 107/333 [01:13<02:41,  1.40it/s, loss=0.643, pair=0.632, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:41,  1.40it/s, loss=0.583, pair=0.633, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:33,  1.46it/s, loss=0.583, pair=0.633, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:33,  1.46it/s, loss=0.650, pair=0.755, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:39,  1.41it/s, loss=0.650, pair=0.755, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:39,  1.41it/s, loss=0.658, pair=0.792, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 110/333 [01:15<02:29,  1.49it/s, loss=0.658, pair=0.792, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:29,  1.49it/s, loss=0.633, pair=0.632, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:42,  1.37it/s, loss=0.633, pair=0.632, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:42,  1.37it/s, loss=0.612, pair=0.799, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:30,  1.47it/s, loss=0.612, pair=0.799, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:30,  1.47it/s, loss=0.638, pair=0.560, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:34,  1.42it/s, loss=0.638, pair=0.560, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:34,  1.42it/s, loss=0.520, pair=0.556, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:27,  1.49it/s, loss=0.520, pair=0.556, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:27,  1.49it/s, loss=0.707, pair=0.759, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.707, pair=0.759, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:33,  1.42it/s, loss=0.528, pair=0.814, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.528, pair=0.814, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.627, pair=0.496, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:30,  1.44it/s, loss=0.627, pair=0.496, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.493, pair=0.459, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.493, pair=0.459, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.580, pair=0.488, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.580, pair=0.488, adv=3.391, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.583, pair=0.622, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:25,  1.47it/s, loss=0.583, pair=0.622, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:25,  1.47it/s, loss=0.804, pair=0.681, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:36,  1.36it/s, loss=0.804, pair=0.681, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:36,  1.36it/s, loss=0.640, pair=0.587, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:25,  1.45it/s, loss=0.640, pair=0.587, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:25,  1.45it/s, loss=0.677, pair=0.568, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.41it/s, loss=0.677, pair=0.568, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.41it/s, loss=0.497, pair=0.601, adv=3.347, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:21,  1.48it/s, loss=0.497, pair=0.601, adv=3.347, sprd=0.05
Ep 002/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:21,  1.48it/s, loss=0.604, pair=0.828, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:27,  1.41it/s, loss=0.604, pair=0.828, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:27,  1.41it/s, loss=0.472, pair=0.501, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:19,  1.48it/s, loss=0.472, pair=0.501, adv=3.352, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:19,  1.48it/s, loss=0.626, pair=0.458, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:25,  1.42it/s, loss=0.626, pair=0.458, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:25,  1.42it/s, loss=0.518, pair=0.603, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:16,  1.50it/s, loss=0.518, pair=0.603, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:16,  1.50it/s, loss=0.653, pair=0.646, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.653, pair=0.646, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.604, pair=0.480, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:14,  1.51it/s, loss=0.604, pair=0.480, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.604, pair=0.521, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.604, pair=0.521, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:21,  1.43it/s, loss=0.533, pair=0.569, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:13,  1.51it/s, loss=0.533, pair=0.569, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:13,  1.51it/s, loss=0.638, pair=0.660, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 133/333 [01:31<02:23,  1.40it/s, loss=0.638, pair=0.660, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:23,  1.40it/s, loss=0.520, pair=0.952, adv=3.338, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:15,  1.47it/s, loss=0.520, pair=0.952, adv=3.338, sprd=0.05
Ep 002/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:15,  1.47it/s, loss=0.617, pair=1.056, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:20,  1.41it/s, loss=0.617, pair=1.056, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:20,  1.41it/s, loss=0.466, pair=0.944, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 136/333 [01:33<02:15,  1.46it/s, loss=0.466, pair=0.944, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:15,  1.46it/s, loss=0.662, pair=0.473, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:17,  1.43it/s, loss=0.662, pair=0.473, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.475, pair=0.779, adv=3.341, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:10,  1.49it/s, loss=0.475, pair=0.779, adv=3.341, sprd=0.05
Ep 002/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:10,  1.49it/s, loss=0.750, pair=0.625, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.750, pair=0.625, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.564, pair=1.063, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:10,  1.48it/s, loss=0.564, pair=1.063, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.641, pair=0.530, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.44it/s, loss=0.641, pair=0.530, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.44it/s, loss=0.525, pair=0.835, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 142/333 [01:37<02:06,  1.51it/s, loss=0.525, pair=0.835, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.644, pair=0.601, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:19,  1.36it/s, loss=0.644, pair=0.601, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:19,  1.36it/s, loss=0.534, pair=1.040, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:11,  1.44it/s, loss=0.534, pair=1.040, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:11,  1.44it/s, loss=0.653, pair=0.662, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:19,  1.35it/s, loss=0.653, pair=0.662, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:19,  1.35it/s, loss=0.475, pair=1.073, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:09,  1.44it/s, loss=0.475, pair=1.073, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:09,  1.44it/s, loss=0.626, pair=0.840, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:14,  1.38it/s, loss=0.626, pair=0.840, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:14,  1.38it/s, loss=0.498, pair=0.885, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:06,  1.46it/s, loss=0.498, pair=0.885, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:06,  1.46it/s, loss=0.656, pair=0.743, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.656, pair=0.743, adv=3.357, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.564, pair=0.985, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.564, pair=0.985, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:03,  1.48it/s, loss=0.643, pair=0.862, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:05,  1.45it/s, loss=0.643, pair=0.862, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:05,  1.45it/s, loss=0.491, pair=0.874, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 152/333 [01:44<01:57,  1.53it/s, loss=0.491, pair=0.874, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<01:57,  1.53it/s, loss=0.584, pair=0.888, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:03,  1.46it/s, loss=0.584, pair=0.888, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:03,  1.46it/s, loss=0.523, pair=0.773, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<01:58,  1.51it/s, loss=0.523, pair=0.773, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<01:58,  1.51it/s, loss=0.560, pair=0.452, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.560, pair=0.452, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.531, pair=0.648, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:56,  1.52it/s, loss=0.531, pair=0.648, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:56,  1.52it/s, loss=0.611, pair=0.665, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:01,  1.45it/s, loss=0.611, pair=0.665, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:01,  1.45it/s, loss=0.492, pair=0.830, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:55,  1.51it/s, loss=0.492, pair=0.830, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:55,  1.51it/s, loss=0.638, pair=0.761, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:03,  1.41it/s, loss=0.638, pair=0.761, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.524, pair=1.155, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:57,  1.48it/s, loss=0.524, pair=1.155, adv=3.361, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:57,  1.48it/s, loss=0.569, pair=0.951, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.569, pair=0.951, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.494, pair=0.685, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:55,  1.48it/s, loss=0.494, pair=0.685, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.661, pair=0.851, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.661, pair=0.851, adv=3.383, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.516, pair=0.958, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:52,  1.50it/s, loss=0.516, pair=0.958, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:52,  1.50it/s, loss=0.601, pair=0.536, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<02:00,  1.39it/s, loss=0.601, pair=0.536, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<02:00,  1.39it/s, loss=0.501, pair=0.542, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:54,  1.46it/s, loss=0.501, pair=0.542, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.541, pair=0.749, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.541, pair=0.749, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.536, pair=0.919, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 168/333 [01:55<01:50,  1.49it/s, loss=0.536, pair=0.919, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.633, pair=0.540, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:58,  1.38it/s, loss=0.633, pair=0.540, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:58,  1.38it/s, loss=0.532, pair=0.588, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:51,  1.46it/s, loss=0.532, pair=0.588, adv=3.353, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:51,  1.46it/s, loss=0.567, pair=0.923, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.42it/s, loss=0.567, pair=0.923, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.42it/s, loss=0.517, pair=0.892, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:48,  1.49it/s, loss=0.517, pair=0.892, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:48,  1.49it/s, loss=0.567, pair=0.703, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:51,  1.43it/s, loss=0.567, pair=0.703, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:51,  1.43it/s, loss=0.475, pair=0.747, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:46,  1.49it/s, loss=0.475, pair=0.747, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:46,  1.49it/s, loss=0.583, pair=0.651, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 175/333 [02:00<01:49,  1.44it/s, loss=0.583, pair=0.651, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:49,  1.44it/s, loss=0.478, pair=0.907, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:43,  1.52it/s, loss=0.478, pair=0.907, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:43,  1.52it/s, loss=0.585, pair=0.819, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:48,  1.44it/s, loss=0.585, pair=0.819, adv=3.365, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:48,  1.44it/s, loss=0.490, pair=0.578, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 178/333 [02:02<01:42,  1.51it/s, loss=0.490, pair=0.578, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.553, pair=0.469, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:46,  1.44it/s, loss=0.553, pair=0.469, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:46,  1.44it/s, loss=0.518, pair=0.534, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:41,  1.50it/s, loss=0.518, pair=0.534, adv=3.388, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:41,  1.50it/s, loss=0.558, pair=1.036, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 181/333 [02:04<01:46,  1.43it/s, loss=0.558, pair=1.036, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.503, pair=0.608, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:40,  1.50it/s, loss=0.503, pair=0.608, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.667, pair=0.740, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:43,  1.44it/s, loss=0.667, pair=0.740, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:43,  1.44it/s, loss=0.493, pair=0.531, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 184/333 [02:06<01:39,  1.50it/s, loss=0.493, pair=0.531, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:39,  1.50it/s, loss=0.601, pair=0.903, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:43,  1.43it/s, loss=0.601, pair=0.903, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:43,  1.43it/s, loss=0.472, pair=1.016, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.50it/s, loss=0.472, pair=1.016, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.50it/s, loss=0.541, pair=0.798, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:41,  1.44it/s, loss=0.541, pair=0.798, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:41,  1.44it/s, loss=0.542, pair=0.849, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:36,  1.50it/s, loss=0.542, pair=0.849, adv=3.398, sprd=0.05
Ep 002/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.568, pair=0.500, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:40,  1.43it/s, loss=0.568, pair=0.500, adv=3.359, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:40,  1.43it/s, loss=0.537, pair=0.647, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:37,  1.47it/s, loss=0.537, pair=0.647, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:37,  1.47it/s, loss=0.647, pair=1.014, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 191/333 [02:11<01:38,  1.44it/s, loss=0.647, pair=1.014, adv=3.366, sprd=0.05
Ep 002/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:38,  1.44it/s, loss=0.585, pair=0.942, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:34,  1.49it/s, loss=0.585, pair=0.942, adv=3.373, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:34,  1.49it/s, loss=0.634, pair=1.059, adv=3.348, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.634, pair=1.059, adv=3.348, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.486, pair=1.084, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 194/333 [02:13<01:33,  1.48it/s, loss=0.486, pair=1.084, adv=3.372, sprd=0.05
Ep 002/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:33,  1.48it/s, loss=0.530, pair=1.117, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:38,  1.40it/s, loss=0.530, pair=1.117, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:38,  1.40it/s, loss=0.514, pair=0.843, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:34,  1.45it/s, loss=0.514, pair=0.843, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:34,  1.45it/s, loss=0.578, pair=0.907, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 197/333 [02:15<01:36,  1.41it/s, loss=0.578, pair=0.907, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:36,  1.41it/s, loss=0.490, pair=0.902, adv=3.340, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:32,  1.46it/s, loss=0.490, pair=0.902, adv=3.340, sprd=0.05
Ep 002/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:32,  1.46it/s, loss=0.704, pair=1.096, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:37,  1.37it/s, loss=0.704, pair=1.096, adv=3.367, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:37,  1.37it/s, loss=0.465, pair=1.228, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:31,  1.45it/s, loss=0.465, pair=1.228, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:31,  1.45it/s, loss=0.528, pair=1.010, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 201/333 [02:18<01:34,  1.40it/s, loss=0.528, pair=1.010, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:34,  1.40it/s, loss=0.471, pair=0.762, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:29,  1.46it/s, loss=0.471, pair=0.762, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:29,  1.46it/s, loss=0.511, pair=0.956, adv=3.410, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:32,  1.41it/s, loss=0.511, pair=0.956, adv=3.410, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:32,  1.41it/s, loss=0.473, pair=0.937, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:27,  1.47it/s, loss=0.473, pair=0.937, adv=3.380, sprd=0.05
Ep 002/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:27,  1.47it/s, loss=0.567, pair=1.217, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:32,  1.38it/s, loss=0.567, pair=1.217, adv=3.350, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:32,  1.38it/s, loss=0.470, pair=1.438, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:27,  1.45it/s, loss=0.470, pair=1.438, adv=3.375, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:27,  1.45it/s, loss=0.532, pair=0.819, adv=3.342, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 207/333 [02:22<01:29,  1.40it/s, loss=0.532, pair=0.819, adv=3.342, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:29,  1.40it/s, loss=0.540, pair=0.916, adv=3.323, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:25,  1.46it/s, loss=0.540, pair=0.916, adv=3.323, sprd=0.05
Ep 002/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:25,  1.46it/s, loss=0.603, pair=0.366, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:28,  1.40it/s, loss=0.603, pair=0.366, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:28,  1.40it/s, loss=0.515, pair=1.088, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:24,  1.46it/s, loss=0.515, pair=1.088, adv=3.356, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:24,  1.46it/s, loss=0.571, pair=1.077, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:26,  1.42it/s, loss=0.571, pair=1.077, adv=3.362, sprd=0.05
Ep 002/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:26,  1.42it/s, loss=0.525, pair=0.728, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:22,  1.47it/s, loss=0.525, pair=0.728, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.47it/s, loss=0.570, pair=1.116, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.570, pair=1.116, adv=3.386, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.520, pair=0.936, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:19,  1.49it/s, loss=0.520, pair=0.936, adv=3.371, sprd=0.05
Ep 002/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:19,  1.49it/s, loss=0.524, pair=0.758, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.524, pair=0.758, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.43it/s, loss=0.505, pair=1.329, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.505, pair=1.329, adv=3.358, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.548, pair=0.959, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:22,  1.41it/s, loss=0.548, pair=0.959, adv=3.355, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:22,  1.41it/s, loss=0.491, pair=0.931, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.491, pair=0.931, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.629, pair=1.177, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.629, pair=1.177, adv=3.354, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.495, pair=1.731, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:16,  1.47it/s, loss=0.495, pair=1.731, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.47it/s, loss=0.546, pair=1.012, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:19,  1.41it/s, loss=0.546, pair=1.012, adv=3.378, sprd=0.05
Ep 002/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:19,  1.41it/s, loss=0.473, pair=1.428, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:15,  1.47it/s, loss=0.473, pair=1.428, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:15,  1.47it/s, loss=0.549, pair=1.093, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:18,  1.40it/s, loss=0.549, pair=1.093, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:18,  1.40it/s, loss=0.534, pair=1.009, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:14,  1.47it/s, loss=0.534, pair=1.009, adv=3.384, sprd=0.05
Ep 002/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:14,  1.47it/s, loss=0.520, pair=1.342, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.42it/s, loss=0.520, pair=1.342, adv=3.370, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.42it/s, loss=0.483, pair=1.056, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.483, pair=1.056, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.533, pair=1.060, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:14,  1.43it/s, loss=0.533, pair=1.060, adv=3.377, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:14,  1.43it/s, loss=0.471, pair=0.843, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.50it/s, loss=0.471, pair=0.843, adv=3.368, sprd=0.05
Ep 002/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.50it/s, loss=0.665, pair=0.809, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:14,  1.39it/s, loss=0.665, pair=0.809, adv=3.376, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:14,  1.39it/s, loss=0.498, pair=1.390, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:09,  1.47it/s, loss=0.498, pair=1.390, adv=3.374, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.47it/s, loss=0.596, pair=0.681, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:13,  1.40it/s, loss=0.596, pair=0.681, adv=3.395, sprd=0.05
Ep 002/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:13,  1.40it/s, loss=0.483, pair=1.113, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:08,  1.46it/s, loss=0.483, pair=1.113, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:08,  1.46it/s, loss=0.557, pair=1.104, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 233/333 [02:40<01:10,  1.42it/s, loss=0.557, pair=1.104, adv=3.390, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.42it/s, loss=0.451, pair=0.920, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:06,  1.49it/s, loss=0.451, pair=0.920, adv=3.364, sprd=0.05
Ep 002/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:06,  1.49it/s, loss=0.510, pair=0.915, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:07,  1.44it/s, loss=0.510, pair=0.915, adv=3.363, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:07,  1.44it/s, loss=0.493, pair=1.237, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:03,  1.52it/s, loss=0.493, pair=1.237, adv=3.382, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:03,  1.52it/s, loss=0.548, pair=1.010, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.548, pair=1.010, adv=3.379, sprd=0.05
Ep 002/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.486, pair=1.468, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.49it/s, loss=0.486, pair=1.468, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:03,  1.49it/s, loss=0.697, pair=1.688, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.697, pair=1.688, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.485, pair=0.979, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.50it/s, loss=0.485, pair=0.979, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.50it/s, loss=0.550, pair=1.143, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.44it/s, loss=0.550, pair=1.143, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.44it/s, loss=0.463, pair=1.560, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 242/333 [02:46<00:59,  1.52it/s, loss=0.463, pair=1.560, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<00:59,  1.52it/s, loss=0.570, pair=1.101, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:03,  1.42it/s, loss=0.570, pair=1.101, adv=3.346, sprd=0.05
Ep 002/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.42it/s, loss=0.521, pair=1.403, adv=3.417, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.50it/s, loss=0.521, pair=1.403, adv=3.417, sprd=0.04
Ep 002/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:59,  1.50it/s, loss=0.508, pair=1.511, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.508, pair=1.511, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.476, pair=1.146, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.476, pair=1.146, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.621, pair=1.463, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<01:00,  1.42it/s, loss=0.621, pair=1.463, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:00,  1.42it/s, loss=0.482, pair=1.059, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:57,  1.47it/s, loss=0.482, pair=1.059, adv=3.387, sprd=0.05
Ep 002/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:57,  1.47it/s, loss=0.594, pair=1.737, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<00:58,  1.44it/s, loss=0.594, pair=1.737, adv=3.394, sprd=0.05
Ep 002/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.44it/s, loss=0.461, pair=1.567, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:56,  1.48it/s, loss=0.461, pair=1.567, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.48it/s, loss=0.527, pair=0.844, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.527, pair=0.844, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.487, pair=1.166, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:55,  1.47it/s, loss=0.487, pair=1.166, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.47it/s, loss=0.504, pair=1.556, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:56,  1.42it/s, loss=0.504, pair=1.556, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.42it/s, loss=0.475, pair=1.529, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:54,  1.46it/s, loss=0.475, pair=1.529, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:54,  1.46it/s, loss=0.503, pair=1.062, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:56,  1.39it/s, loss=0.503, pair=1.062, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:56,  1.39it/s, loss=0.459, pair=1.189, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:52,  1.46it/s, loss=0.459, pair=1.189, adv=3.362, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:52,  1.46it/s, loss=0.594, pair=0.967, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:53,  1.42it/s, loss=0.594, pair=0.967, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:53,  1.42it/s, loss=0.457, pair=2.180, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.457, pair=2.180, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.508, pair=1.895, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:52,  1.41it/s, loss=0.508, pair=1.895, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:52,  1.41it/s, loss=0.474, pair=1.835, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:49,  1.48it/s, loss=0.474, pair=1.835, adv=3.374, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.48it/s, loss=0.528, pair=1.685, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:49,  1.45it/s, loss=0.528, pair=1.685, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:49,  1.45it/s, loss=0.500, pair=1.573, adv=3.337, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:47,  1.49it/s, loss=0.500, pair=1.573, adv=3.337, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.49it/s, loss=0.503, pair=1.470, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.503, pair=1.470, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.42it/s, loss=0.431, pair=1.389, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.431, pair=1.389, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.49it/s, loss=0.522, pair=1.447, adv=3.340, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 265/333 [03:02<00:48,  1.42it/s, loss=0.522, pair=1.447, adv=3.340, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:48,  1.42it/s, loss=0.451, pair=1.409, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:45,  1.48it/s, loss=0.451, pair=1.409, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:45,  1.48it/s, loss=0.584, pair=1.336, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.584, pair=1.336, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.455, pair=1.393, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:43,  1.49it/s, loss=0.455, pair=1.393, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.49it/s, loss=0.522, pair=1.618, adv=3.342, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:45,  1.41it/s, loss=0.522, pair=1.618, adv=3.342, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:45,  1.41it/s, loss=0.457, pair=1.800, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.47it/s, loss=0.457, pair=1.800, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:42,  1.47it/s, loss=0.608, pair=1.531, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:44,  1.40it/s, loss=0.608, pair=1.531, adv=3.367, sprd=0.04
Ep 002/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:44,  1.40it/s, loss=0.467, pair=2.096, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:42,  1.45it/s, loss=0.467, pair=2.096, adv=3.352, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:42,  1.45it/s, loss=0.555, pair=1.667, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:44,  1.36it/s, loss=0.555, pair=1.667, adv=3.378, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:44,  1.36it/s, loss=0.497, pair=1.582, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.497, pair=1.582, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.506, pair=1.718, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:41,  1.39it/s, loss=0.506, pair=1.718, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:41,  1.39it/s, loss=0.465, pair=1.761, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:38,  1.47it/s, loss=0.465, pair=1.761, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:38,  1.47it/s, loss=0.584, pair=1.797, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:40,  1.40it/s, loss=0.584, pair=1.797, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:40,  1.40it/s, loss=0.454, pair=1.743, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:37,  1.48it/s, loss=0.454, pair=1.743, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.493, pair=1.348, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:37,  1.43it/s, loss=0.493, pair=1.348, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:37,  1.43it/s, loss=0.441, pair=0.901, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:35,  1.49it/s, loss=0.441, pair=0.901, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:35,  1.49it/s, loss=0.551, pair=1.922, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.41it/s, loss=0.551, pair=1.922, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.41it/s, loss=0.451, pair=2.164, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.46it/s, loss=0.451, pair=2.164, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.46it/s, loss=0.579, pair=1.785, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.579, pair=1.785, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.440, pair=1.372, adv=3.347, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.48it/s, loss=0.440, pair=1.372, adv=3.347, sprd=0.04
Ep 002/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.48it/s, loss=0.519, pair=1.466, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:33,  1.43it/s, loss=0.519, pair=1.466, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.43it/s, loss=0.432, pair=1.840, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.432, pair=1.840, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.48it/s, loss=0.581, pair=1.520, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:33,  1.37it/s, loss=0.581, pair=1.520, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:33,  1.37it/s, loss=0.448, pair=1.432, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:31,  1.44it/s, loss=0.448, pair=1.432, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:31,  1.44it/s, loss=0.558, pair=1.654, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.41it/s, loss=0.558, pair=1.654, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:31,  1.41it/s, loss=0.448, pair=2.469, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:29,  1.47it/s, loss=0.448, pair=2.469, adv=3.379, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.47it/s, loss=0.711, pair=2.148, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:30,  1.37it/s, loss=0.711, pair=2.148, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:30,  1.37it/s, loss=0.462, pair=1.599, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:28,  1.45it/s, loss=0.462, pair=1.599, adv=3.373, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:28,  1.45it/s, loss=0.585, pair=1.770, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.40it/s, loss=0.585, pair=1.770, adv=3.358, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.40it/s, loss=0.481, pair=1.784, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.46it/s, loss=0.481, pair=1.784, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.46it/s, loss=0.504, pair=1.375, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.504, pair=1.375, adv=3.371, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.546, pair=1.686, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:25,  1.46it/s, loss=0.546, pair=1.686, adv=3.361, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:25,  1.46it/s, loss=0.572, pair=1.453, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.40it/s, loss=0.572, pair=1.453, adv=3.390, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.40it/s, loss=0.471, pair=2.516, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.46it/s, loss=0.471, pair=2.516, adv=3.363, sprd=0.04
Ep 002/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.46it/s, loss=0.510, pair=1.304, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.41it/s, loss=0.510, pair=1.304, adv=3.357, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:24,  1.41it/s, loss=0.443, pair=2.662, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.443, pair=2.662, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.49it/s, loss=0.541, pair=1.391, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.43it/s, loss=0.541, pair=1.391, adv=3.387, sprd=0.04
Ep 002/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.43it/s, loss=0.438, pair=1.955, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.49it/s, loss=0.438, pair=1.955, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.49it/s, loss=0.612, pair=2.090, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.38it/s, loss=0.612, pair=2.090, adv=3.372, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:21,  1.38it/s, loss=0.434, pair=2.271, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.45it/s, loss=0.434, pair=2.271, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.45it/s, loss=0.486, pair=2.730, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:20,  1.40it/s, loss=0.486, pair=2.730, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:20,  1.40it/s, loss=0.429, pair=2.727, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.47it/s, loss=0.429, pair=2.727, adv=3.365, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.47it/s, loss=0.619, pair=2.020, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.44it/s, loss=0.619, pair=2.020, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.44it/s, loss=0.421, pair=2.424, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.49it/s, loss=0.421, pair=2.424, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.49it/s, loss=0.503, pair=1.497, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.45it/s, loss=0.503, pair=1.497, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.45it/s, loss=0.426, pair=1.810, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.50it/s, loss=0.426, pair=1.810, adv=3.383, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.50it/s, loss=0.501, pair=1.682, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.42it/s, loss=0.501, pair=1.682, adv=3.389, sprd=0.04
Ep 002/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.42it/s, loss=0.477, pair=1.499, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:13,  1.51it/s, loss=0.477, pair=1.499, adv=3.356, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:13,  1.51it/s, loss=0.464, pair=1.936, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:13,  1.44it/s, loss=0.464, pair=1.936, adv=3.377, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:13,  1.44it/s, loss=0.456, pair=1.962, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.456, pair=1.962, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.465, pair=1.954, adv=3.360, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.465, pair=1.954, adv=3.360, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.42it/s, loss=0.420, pair=1.840, adv=3.411, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.420, pair=1.840, adv=3.411, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.49it/s, loss=0.533, pair=1.622, adv=3.359, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.43it/s, loss=0.533, pair=1.622, adv=3.359, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.43it/s, loss=0.413, pair=1.637, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.413, pair=1.637, adv=3.385, sprd=0.04
Ep 002/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:09,  1.50it/s, loss=0.526, pair=1.981, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.526, pair=1.981, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.419, pair=1.977, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.51it/s, loss=0.419, pair=1.977, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.51it/s, loss=0.501, pair=1.666, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.501, pair=1.666, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.43it/s, loss=0.428, pair=1.904, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.51it/s, loss=0.428, pair=1.904, adv=3.368, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.51it/s, loss=0.501, pair=2.051, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.501, pair=2.051, adv=3.386, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.425, pair=2.293, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:05,  1.51it/s, loss=0.425, pair=2.293, adv=3.384, sprd=0.04
Ep 002/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.51it/s, loss=0.485, pair=2.506, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.47it/s, loss=0.485, pair=2.506, adv=3.380, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.47it/s, loss=0.419, pair=2.195, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.53it/s, loss=0.419, pair=2.195, adv=3.375, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.53it/s, loss=0.601, pair=1.938, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.601, pair=1.938, adv=3.397, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.43it/s, loss=0.474, pair=1.531, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.474, pair=1.531, adv=3.396, sprd=0.04
Ep 002/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.51it/s, loss=0.476, pair=2.227, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.476, pair=2.227, adv=3.376, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.425, pair=2.039, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.425, pair=2.039, adv=3.382, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.49it/s, loss=0.468, pair=2.354, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.41it/s, loss=0.468, pair=2.354, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.41it/s, loss=0.495, pair=2.045, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.495, pair=2.045, adv=3.370, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.538, pair=2.395, adv=3.366, sprd=0.04
Ep 002/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.42it/s, loss=0.538, pair=2.395, adv=3.366, sprd=0.04
                                                                                                              
Epoch 002/60 [S1:deg_only]  loss=0.5738  mat=0.3281  sens=2.0248  pair=1.0162  adv=3.3677(rand=3.37)  deg=0.0476  orth=0.0933  spread=0.0500  q_mean=50.5  q_std=1.0  α=0.10 β=0.00 γ=1.00 λ_grl=0.083  lr=9.99e-05  230s

Ep 003/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 003/60 [S1:deg_only]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.522, pair=1.455, adv=3.386, sprd=0.046]
Ep 003/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:00,  1.08s/it, loss=0.522, pair=1.455, adv=3.386, sprd=0.046]
Ep 003/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:00,  1.08s/it, loss=0.457, pair=2.479, adv=3.369, sprd=0.046]
Ep 003/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:25,  1.25it/s, loss=0.457, pair=2.479, adv=3.369, sprd=0.046]
Ep 003/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:25,  1.25it/s, loss=0.549, pair=1.877, adv=3.384, sprd=0.046]
Ep 003/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:18,  1.28it/s, loss=0.549, pair=1.877, adv=3.384, sprd=0.046]
Ep 003/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:18,  1.28it/s, loss=0.602, pair=2.811, adv=3.376, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:53,  1.41it/s, loss=0.602, pair=2.811, adv=3.376, sprd=0.045]
Ep 003/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:53,  1.41it/s, loss=0.588, pair=1.967, adv=3.375, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:01,  1.36it/s, loss=0.588, pair=1.967, adv=3.375, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:01,  1.36it/s, loss=0.480, pair=1.822, adv=3.378, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:48,  1.43it/s, loss=0.480, pair=1.822, adv=3.378, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:48,  1.43it/s, loss=0.481, pair=2.113, adv=3.372, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:00,  1.36it/s, loss=0.481, pair=2.113, adv=3.372, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:00,  1.36it/s, loss=0.429, pair=2.088, adv=3.380, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:43,  1.45it/s, loss=0.429, pair=2.088, adv=3.380, sprd=0.046]
Ep 003/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:43,  1.45it/s, loss=0.467, pair=2.111, adv=3.357, sprd=0.045]
Ep 003/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:54,  1.38it/s, loss=0.467, pair=2.111, adv=3.357, sprd=0.045]
Ep 003/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:54,  1.38it/s, loss=0.430, pair=1.751, adv=3.372, sprd=0.045]
Ep 003/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:41,  1.46it/s, loss=0.430, pair=1.751, adv=3.372, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:41,  1.46it/s, loss=0.472, pair=1.989, adv=3.392, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:49,  1.40it/s, loss=0.472, pair=1.989, adv=3.392, sprd=0.045
Ep 003/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:49,  1.40it/s, loss=0.425, pair=2.469, adv=3.371, sprd=0.046
Ep 003/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:37,  1.47it/s, loss=0.425, pair=2.469, adv=3.371, sprd=0.046
Ep 003/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:37,  1.47it/s, loss=0.513, pair=2.918, adv=3.399, sprd=0.045
Ep 003/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:44,  1.42it/s, loss=0.513, pair=2.918, adv=3.399, sprd=0.045
Ep 003/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:44,  1.42it/s, loss=0.424, pair=1.809, adv=3.375, sprd=0.046
Ep 003/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:34,  1.48it/s, loss=0.424, pair=1.809, adv=3.375, sprd=0.046
Ep 003/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:34,  1.48it/s, loss=0.474, pair=2.186, adv=3.380, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:42,  1.43it/s, loss=0.474, pair=2.186, adv=3.380, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:42,  1.43it/s, loss=0.419, pair=2.572, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:31,  1.50it/s, loss=0.419, pair=2.572, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:31,  1.50it/s, loss=0.471, pair=2.252, adv=3.387, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.471, pair=2.252, adv=3.387, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.412, pair=2.625, adv=3.414, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:28,  1.51it/s, loss=0.412, pair=2.625, adv=3.414, sprd=0.045
Ep 003/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:28,  1.51it/s, loss=0.439, pair=3.031, adv=3.388, sprd=0.045
Ep 003/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:39,  1.43it/s, loss=0.439, pair=3.031, adv=3.388, sprd=0.045
Ep 003/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:39,  1.43it/s, loss=0.398, pair=3.713, adv=3.387, sprd=0.045
Ep 003/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.49it/s, loss=0.398, pair=3.713, adv=3.387, sprd=0.045
Ep 003/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.49it/s, loss=0.554, pair=2.135, adv=3.364, sprd=0.046
Ep 003/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:37,  1.44it/s, loss=0.554, pair=2.135, adv=3.364, sprd=0.046
Ep 003/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:37,  1.44it/s, loss=0.458, pair=2.480, adv=3.378, sprd=0.044
Ep 003/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:28,  1.49it/s, loss=0.458, pair=2.480, adv=3.378, sprd=0.044
Ep 003/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:28,  1.49it/s, loss=0.505, pair=2.297, adv=3.360, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:37,  1.42it/s, loss=0.505, pair=2.297, adv=3.360, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:37,  1.42it/s, loss=0.418, pair=2.506, adv=3.369, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:24,  1.51it/s, loss=0.418, pair=2.506, adv=3.369, sprd=0.045
Ep 003/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:24,  1.51it/s, loss=0.575, pair=2.557, adv=3.385, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:33,  1.45it/s, loss=0.575, pair=2.557, adv=3.385, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:33,  1.45it/s, loss=0.418, pair=2.348, adv=3.368, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:22,  1.51it/s, loss=0.418, pair=2.348, adv=3.368, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:22,  1.51it/s, loss=0.573, pair=3.164, adv=3.365, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:29,  1.46it/s, loss=0.573, pair=3.164, adv=3.365, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:29,  1.46it/s, loss=0.415, pair=1.756, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:20,  1.52it/s, loss=0.415, pair=1.756, adv=3.381, sprd=0.045
Ep 003/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:20,  1.52it/s, loss=0.577, pair=2.158, adv=3.389, sprd=0.045
Ep 003/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:36,  1.41it/s, loss=0.577, pair=2.158, adv=3.389, sprd=0.045
Ep 003/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:36,  1.41it/s, loss=0.418, pair=2.004, adv=3.368, sprd=0.045
Ep 003/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:22,  1.50it/s, loss=0.418, pair=2.004, adv=3.368, sprd=0.045
Ep 003/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:22,  1.50it/s, loss=0.468, pair=2.037, adv=3.389, sprd=0.044
Ep 003/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:31,  1.43it/s, loss=0.468, pair=2.037, adv=3.389, sprd=0.044
Ep 003/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:31,  1.43it/s, loss=0.413, pair=1.472, adv=3.380, sprd=0.045
Ep 003/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.413, pair=1.472, adv=3.380, sprd=0.045
Ep 003/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.456, pair=3.471, adv=3.386, sprd=0.045
Ep 003/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.456, pair=3.471, adv=3.386, sprd=0.045
Ep 003/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.402, pair=1.627, adv=3.391, sprd=0.045
Ep 003/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:17,  1.52it/s, loss=0.402, pair=1.627, adv=3.391, sprd=0.045
Ep 003/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:17,  1.52it/s, loss=0.497, pair=2.559, adv=3.367, sprd=0.044
Ep 003/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:28,  1.43it/s, loss=0.497, pair=2.559, adv=3.367, sprd=0.044
Ep 003/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:28,  1.43it/s, loss=0.433, pair=1.854, adv=3.382, sprd=0.044
Ep 003/60 [S1:deg_only]:  11%| | 36/333 [00:24<03:16,  1.51it/s, loss=0.433, pair=1.854, adv=3.382, sprd=0.044
Ep 003/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:16,  1.51it/s, loss=0.447, pair=2.752, adv=3.407, sprd=0.045
Ep 003/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:23,  1.45it/s, loss=0.447, pair=2.752, adv=3.407, sprd=0.045
Ep 003/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:23,  1.45it/s, loss=0.404, pair=2.525, adv=3.389, sprd=0.045
Ep 003/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.404, pair=2.525, adv=3.389, sprd=0.045
Ep 003/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.632, pair=1.397, adv=3.384, sprd=0.044
Ep 003/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:29,  1.40it/s, loss=0.632, pair=1.397, adv=3.384, sprd=0.044
Ep 003/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:29,  1.40it/s, loss=0.412, pair=2.590, adv=3.368, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:21,  1.46it/s, loss=0.412, pair=2.590, adv=3.368, sprd=0.043
Ep 003/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:21,  1.46it/s, loss=0.488, pair=2.648, adv=3.382, sprd=0.044
Ep 003/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:28,  1.40it/s, loss=0.488, pair=2.648, adv=3.382, sprd=0.044
Ep 003/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:28,  1.40it/s, loss=0.410, pair=3.424, adv=3.381, sprd=0.044
Ep 003/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:16,  1.48it/s, loss=0.410, pair=3.424, adv=3.381, sprd=0.044
Ep 003/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:16,  1.48it/s, loss=0.435, pair=2.297, adv=3.397, sprd=0.044
Ep 003/60 [S1:deg_only]:  13%|▏| 43/333 [00:29<03:24,  1.42it/s, loss=0.435, pair=2.297, adv=3.397, sprd=0.044
Ep 003/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.406, pair=2.336, adv=3.367, sprd=0.044
Ep 003/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:17,  1.46it/s, loss=0.406, pair=2.336, adv=3.367, sprd=0.044
Ep 003/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:17,  1.46it/s, loss=0.466, pair=2.219, adv=3.372, sprd=0.044
Ep 003/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:24,  1.41it/s, loss=0.466, pair=2.219, adv=3.372, sprd=0.044
Ep 003/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:24,  1.41it/s, loss=0.415, pair=1.864, adv=3.387, sprd=0.044
Ep 003/60 [S1:deg_only]:  14%|▏| 46/333 [00:31<03:14,  1.48it/s, loss=0.415, pair=1.864, adv=3.387, sprd=0.044
Ep 003/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.647, pair=2.443, adv=3.384, sprd=0.044
Ep 003/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:18,  1.44it/s, loss=0.647, pair=2.443, adv=3.384, sprd=0.044
Ep 003/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:18,  1.44it/s, loss=0.389, pair=3.275, adv=3.382, sprd=0.043
Ep 003/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:12,  1.48it/s, loss=0.389, pair=3.275, adv=3.382, sprd=0.043
Ep 003/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:12,  1.48it/s, loss=0.526, pair=2.340, adv=3.377, sprd=0.044
Ep 003/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.526, pair=2.340, adv=3.377, sprd=0.044
Ep 003/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.392, pair=2.949, adv=3.391, sprd=0.043
Ep 003/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:12,  1.47it/s, loss=0.392, pair=2.949, adv=3.391, sprd=0.043
Ep 003/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:12,  1.47it/s, loss=0.457, pair=3.674, adv=3.367, sprd=0.043
Ep 003/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:17,  1.43it/s, loss=0.457, pair=3.674, adv=3.367, sprd=0.043
Ep 003/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:17,  1.43it/s, loss=0.451, pair=4.004, adv=3.359, sprd=0.044
Ep 003/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.451, pair=4.004, adv=3.359, sprd=0.044
Ep 003/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.533, pair=2.664, adv=3.391, sprd=0.043
Ep 003/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:13,  1.45it/s, loss=0.533, pair=2.664, adv=3.391, sprd=0.043
Ep 003/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:13,  1.45it/s, loss=0.396, pair=2.189, adv=3.385, sprd=0.043
Ep 003/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:04,  1.51it/s, loss=0.396, pair=2.189, adv=3.385, sprd=0.043
Ep 003/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:04,  1.51it/s, loss=0.433, pair=1.729, adv=3.366, sprd=0.043
Ep 003/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.433, pair=1.729, adv=3.366, sprd=0.043
Ep 003/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:13,  1.44it/s, loss=0.394, pair=1.789, adv=3.386, sprd=0.044
Ep 003/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:03,  1.51it/s, loss=0.394, pair=1.789, adv=3.386, sprd=0.044
Ep 003/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:03,  1.51it/s, loss=0.440, pair=3.316, adv=3.362, sprd=0.043
Ep 003/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:09,  1.45it/s, loss=0.440, pair=3.316, adv=3.362, sprd=0.043
Ep 003/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:09,  1.45it/s, loss=0.388, pair=2.217, adv=3.401, sprd=0.043
Ep 003/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.51it/s, loss=0.388, pair=2.217, adv=3.401, sprd=0.043
Ep 003/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.51it/s, loss=0.563, pair=3.344, adv=3.378, sprd=0.043
Ep 003/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:08,  1.46it/s, loss=0.563, pair=3.344, adv=3.378, sprd=0.043
Ep 003/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:08,  1.46it/s, loss=0.410, pair=2.809, adv=3.402, sprd=0.043
Ep 003/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:00,  1.51it/s, loss=0.410, pair=2.809, adv=3.402, sprd=0.043
Ep 003/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:00,  1.51it/s, loss=0.445, pair=3.449, adv=3.367, sprd=0.043
Ep 003/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.445, pair=3.449, adv=3.367, sprd=0.043
Ep 003/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.442, pair=2.912, adv=3.383, sprd=0.042
Ep 003/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<02:58,  1.52it/s, loss=0.442, pair=2.912, adv=3.383, sprd=0.042
Ep 003/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<02:58,  1.52it/s, loss=0.507, pair=2.869, adv=3.400, sprd=0.044
Ep 003/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:06,  1.44it/s, loss=0.507, pair=2.869, adv=3.400, sprd=0.044
Ep 003/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:06,  1.44it/s, loss=0.417, pair=2.635, adv=3.371, sprd=0.042
Ep 003/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<02:59,  1.50it/s, loss=0.417, pair=2.635, adv=3.371, sprd=0.042
Ep 003/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<02:59,  1.50it/s, loss=0.447, pair=2.787, adv=3.375, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 65/333 [00:44<03:06,  1.44it/s, loss=0.447, pair=2.787, adv=3.375, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:06,  1.44it/s, loss=0.605, pair=4.121, adv=3.339, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<02:58,  1.50it/s, loss=0.605, pair=4.121, adv=3.339, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<02:58,  1.50it/s, loss=0.441, pair=3.896, adv=3.375, sprd=0.043
Ep 003/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:05,  1.43it/s, loss=0.441, pair=3.896, adv=3.375, sprd=0.043
Ep 003/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:05,  1.43it/s, loss=0.410, pair=2.246, adv=3.394, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 68/333 [00:46<02:57,  1.50it/s, loss=0.410, pair=2.246, adv=3.394, sprd=0.042
Ep 003/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.50it/s, loss=0.579, pair=4.121, adv=3.375, sprd=0.042
Ep 003/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:05,  1.42it/s, loss=0.579, pair=4.121, adv=3.375, sprd=0.042
Ep 003/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.395, pair=3.416, adv=3.356, sprd=0.042
Ep 003/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:58,  1.47it/s, loss=0.395, pair=3.416, adv=3.356, sprd=0.042
Ep 003/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:58,  1.47it/s, loss=0.518, pair=2.410, adv=3.402, sprd=0.042
Ep 003/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:09,  1.38it/s, loss=0.518, pair=2.410, adv=3.402, sprd=0.042
Ep 003/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:09,  1.38it/s, loss=0.410, pair=2.826, adv=3.350, sprd=0.043
Ep 003/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:56,  1.48it/s, loss=0.410, pair=2.826, adv=3.350, sprd=0.043
Ep 003/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:56,  1.48it/s, loss=0.454, pair=3.635, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:03,  1.42it/s, loss=0.454, pair=3.635, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:03,  1.42it/s, loss=0.436, pair=2.912, adv=3.372, sprd=0.042
Ep 003/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.436, pair=2.912, adv=3.372, sprd=0.042
Ep 003/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.487, pair=3.852, adv=3.382, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 75/333 [00:51<03:01,  1.42it/s, loss=0.487, pair=3.852, adv=3.382, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.396, pair=3.912, adv=3.360, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:52,  1.49it/s, loss=0.396, pair=3.912, adv=3.360, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:52,  1.49it/s, loss=0.551, pair=2.711, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:00,  1.42it/s, loss=0.551, pair=2.711, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:00,  1.42it/s, loss=0.377, pair=3.332, adv=3.354, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:53,  1.47it/s, loss=0.377, pair=3.332, adv=3.354, sprd=0.042
Ep 003/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:53,  1.47it/s, loss=0.432, pair=3.104, adv=3.372, sprd=0.042
Ep 003/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:58,  1.42it/s, loss=0.432, pair=3.104, adv=3.372, sprd=0.042
Ep 003/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:58,  1.42it/s, loss=0.410, pair=2.420, adv=3.372, sprd=0.042
Ep 003/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.410, pair=2.420, adv=3.372, sprd=0.042
Ep 003/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.587, pair=3.607, adv=3.365, sprd=0.042
Ep 003/60 [S1:deg_only]:  24%|▏| 81/333 [00:55<03:00,  1.39it/s, loss=0.587, pair=3.607, adv=3.365, sprd=0.042
Ep 003/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:00,  1.39it/s, loss=0.391, pair=3.781, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:51,  1.46it/s, loss=0.391, pair=3.781, adv=3.369, sprd=0.042
Ep 003/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:51,  1.46it/s, loss=0.533, pair=3.592, adv=3.382, sprd=0.042
Ep 003/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:52,  1.45it/s, loss=0.533, pair=3.592, adv=3.382, sprd=0.042
Ep 003/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:52,  1.45it/s, loss=0.427, pair=3.945, adv=3.365, sprd=0.042
Ep 003/60 [S1:deg_only]:  25%|▎| 84/333 [00:57<02:48,  1.47it/s, loss=0.427, pair=3.945, adv=3.365, sprd=0.042
Ep 003/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:48,  1.47it/s, loss=0.489, pair=3.814, adv=3.367, sprd=0.042
Ep 003/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:55,  1.41it/s, loss=0.489, pair=3.814, adv=3.367, sprd=0.042
Ep 003/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:55,  1.41it/s, loss=0.387, pair=3.906, adv=3.337, sprd=0.041
Ep 003/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:49,  1.46it/s, loss=0.387, pair=3.906, adv=3.337, sprd=0.041
Ep 003/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:49,  1.46it/s, loss=0.659, pair=3.430, adv=3.354, sprd=0.041
Ep 003/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<03:02,  1.35it/s, loss=0.659, pair=3.430, adv=3.354, sprd=0.041
Ep 003/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<03:02,  1.35it/s, loss=0.387, pair=3.326, adv=3.349, sprd=0.042
Ep 003/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:50,  1.44it/s, loss=0.387, pair=3.326, adv=3.349, sprd=0.042
Ep 003/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:50,  1.44it/s, loss=0.419, pair=3.186, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:54,  1.40it/s, loss=0.419, pair=3.186, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:54,  1.40it/s, loss=0.381, pair=3.992, adv=3.374, sprd=0.041
Ep 003/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.381, pair=3.992, adv=3.374, sprd=0.041
Ep 003/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.427, pair=3.301, adv=3.361, sprd=0.042
Ep 003/60 [S1:deg_only]:  27%|▎| 91/333 [01:02<02:51,  1.41it/s, loss=0.427, pair=3.301, adv=3.361, sprd=0.042
Ep 003/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.382, pair=2.391, adv=3.377, sprd=0.042
Ep 003/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:42,  1.49it/s, loss=0.382, pair=2.391, adv=3.377, sprd=0.042
Ep 003/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:42,  1.49it/s, loss=0.451, pair=3.811, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:49,  1.42it/s, loss=0.451, pair=3.811, adv=3.384, sprd=0.042
Ep 003/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:49,  1.42it/s, loss=0.386, pair=2.830, adv=3.380, sprd=0.041
Ep 003/60 [S1:deg_only]:  28%|▎| 94/333 [01:04<02:42,  1.47it/s, loss=0.386, pair=2.830, adv=3.380, sprd=0.041
Ep 003/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:42,  1.47it/s, loss=0.575, pair=3.168, adv=3.358, sprd=0.042
Ep 003/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:49,  1.40it/s, loss=0.575, pair=3.168, adv=3.358, sprd=0.042
Ep 003/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:49,  1.40it/s, loss=0.387, pair=4.566, adv=3.361, sprd=0.040
Ep 003/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:43,  1.45it/s, loss=0.387, pair=4.566, adv=3.361, sprd=0.040
Ep 003/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:43,  1.45it/s, loss=0.450, pair=5.004, adv=3.355, sprd=0.041
Ep 003/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:49,  1.39it/s, loss=0.450, pair=5.004, adv=3.355, sprd=0.041
Ep 003/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:49,  1.39it/s, loss=0.374, pair=4.098, adv=3.381, sprd=0.041
Ep 003/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:40,  1.46it/s, loss=0.374, pair=4.098, adv=3.381, sprd=0.041
Ep 003/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:40,  1.46it/s, loss=0.673, pair=3.227, adv=3.363, sprd=0.042
Ep 003/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:45,  1.41it/s, loss=0.673, pair=3.227, adv=3.363, sprd=0.042
Ep 003/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:45,  1.41it/s, loss=0.381, pair=3.350, adv=3.373, sprd=0.041
Ep 003/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:38,  1.47it/s, loss=0.381, pair=3.350, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:38,  1.47it/s, loss=0.857, pair=3.721, adv=3.348, sprd=0.04
Ep 003/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:43,  1.42it/s, loss=0.857, pair=3.721, adv=3.348, sprd=0.04
Ep 003/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.409, pair=3.580, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:36,  1.47it/s, loss=0.409, pair=3.580, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:36,  1.47it/s, loss=0.523, pair=3.604, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:45,  1.39it/s, loss=0.523, pair=3.604, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:45,  1.39it/s, loss=0.396, pair=4.574, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:35,  1.47it/s, loss=0.396, pair=4.574, adv=3.395, sprd=0.04
Ep 003/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.481, pair=4.016, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:40,  1.42it/s, loss=0.481, pair=4.016, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:40,  1.42it/s, loss=0.379, pair=3.367, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.379, pair=3.367, adv=3.375, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:32,  1.49it/s, loss=0.512, pair=3.480, adv=3.367, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:38,  1.42it/s, loss=0.512, pair=3.480, adv=3.367, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:38,  1.42it/s, loss=0.381, pair=3.104, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:29,  1.51it/s, loss=0.381, pair=3.104, adv=3.396, sprd=0.04
Ep 003/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:29,  1.51it/s, loss=0.558, pair=3.836, adv=3.415, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:35,  1.44it/s, loss=0.558, pair=3.836, adv=3.415, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:35,  1.44it/s, loss=0.385, pair=3.016, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 110/333 [01:15<02:28,  1.50it/s, loss=0.385, pair=3.016, adv=3.366, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:28,  1.50it/s, loss=0.441, pair=3.041, adv=3.363, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:36,  1.42it/s, loss=0.441, pair=3.041, adv=3.363, sprd=0.04
Ep 003/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:36,  1.42it/s, loss=0.388, pair=2.656, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:26,  1.50it/s, loss=0.388, pair=2.656, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:26,  1.50it/s, loss=0.410, pair=4.043, adv=3.378, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.410, pair=4.043, adv=3.378, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.411, pair=3.242, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:24,  1.52it/s, loss=0.411, pair=3.242, adv=3.380, sprd=0.04
Ep 003/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:24,  1.52it/s, loss=0.426, pair=3.393, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:35,  1.41it/s, loss=0.426, pair=3.393, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:35,  1.41it/s, loss=0.415, pair=4.250, adv=3.368, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.415, pair=4.250, adv=3.368, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:26,  1.48it/s, loss=0.424, pair=5.070, adv=3.377, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:31,  1.42it/s, loss=0.424, pair=5.070, adv=3.377, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.42it/s, loss=0.393, pair=3.301, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.393, pair=3.301, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:22,  1.51it/s, loss=0.431, pair=3.707, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.431, pair=3.707, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.400, pair=3.594, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:23,  1.49it/s, loss=0.400, pair=3.594, adv=3.374, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.49it/s, loss=0.437, pair=4.195, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:31,  1.40it/s, loss=0.437, pair=4.195, adv=3.362, sprd=0.04
Ep 003/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:31,  1.40it/s, loss=0.389, pair=5.070, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:23,  1.47it/s, loss=0.389, pair=5.070, adv=3.385, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:23,  1.47it/s, loss=0.511, pair=2.592, adv=3.355, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:29,  1.41it/s, loss=0.511, pair=2.592, adv=3.355, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:29,  1.41it/s, loss=0.355, pair=3.240, adv=3.357, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:22,  1.47it/s, loss=0.355, pair=3.240, adv=3.357, sprd=0.04
Ep 003/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.436, pair=3.557, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.436, pair=3.557, adv=3.382, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:26,  1.42it/s, loss=0.385, pair=4.445, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.48it/s, loss=0.385, pair=4.445, adv=3.379, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.48it/s, loss=0.499, pair=4.508, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:26,  1.41it/s, loss=0.499, pair=4.508, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:26,  1.41it/s, loss=0.363, pair=3.881, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:19,  1.47it/s, loss=0.363, pair=3.881, adv=3.370, sprd=0.04
Ep 003/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:19,  1.47it/s, loss=0.413, pair=3.166, adv=3.364, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:24,  1.42it/s, loss=0.413, pair=3.166, adv=3.364, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:24,  1.42it/s, loss=0.356, pair=3.164, adv=3.393, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:16,  1.49it/s, loss=0.356, pair=3.164, adv=3.393, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:16,  1.49it/s, loss=0.488, pair=4.012, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:24,  1.40it/s, loss=0.488, pair=4.012, adv=3.373, sprd=0.04
Ep 003/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:24,  1.40it/s, loss=0.374, pair=3.174, adv=3.359, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:15,  1.48it/s, loss=0.374, pair=3.174, adv=3.359, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:15,  1.48it/s, loss=0.460, pair=4.805, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:25,  1.37it/s, loss=0.460, pair=4.805, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:25,  1.37it/s, loss=0.367, pair=3.828, adv=3.391, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:17,  1.45it/s, loss=0.367, pair=3.828, adv=3.391, sprd=0.04
Ep 003/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:17,  1.45it/s, loss=0.436, pair=4.227, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:21,  1.40it/s, loss=0.436, pair=4.227, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:21,  1.40it/s, loss=0.356, pair=4.160, adv=3.400, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 136/333 [01:33<02:12,  1.49it/s, loss=0.356, pair=4.160, adv=3.400, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:12,  1.49it/s, loss=0.515, pair=4.438, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:22,  1.38it/s, loss=0.515, pair=4.438, adv=3.389, sprd=0.04
Ep 003/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:22,  1.38it/s, loss=0.359, pair=2.912, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.359, pair=2.912, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:11,  1.48it/s, loss=0.528, pair=4.598, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.528, pair=4.598, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.363, pair=3.492, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:09,  1.48it/s, loss=0.363, pair=3.492, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:09,  1.48it/s, loss=0.408, pair=3.438, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.408, pair=3.438, adv=3.369, sprd=0.03
Ep 003/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.43it/s, loss=0.372, pair=4.441, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:07,  1.50it/s, loss=0.372, pair=4.441, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:07,  1.50it/s, loss=0.440, pair=4.309, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:11,  1.45it/s, loss=0.440, pair=4.309, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.45it/s, loss=0.355, pair=2.850, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:04,  1.51it/s, loss=0.355, pair=2.850, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:04,  1.51it/s, loss=0.640, pair=4.754, adv=3.339, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:09,  1.45it/s, loss=0.640, pair=4.754, adv=3.339, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:09,  1.45it/s, loss=0.366, pair=3.584, adv=3.409, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:02,  1.52it/s, loss=0.366, pair=3.584, adv=3.409, sprd=0.04
Ep 003/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:02,  1.52it/s, loss=0.425, pair=3.598, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:07,  1.46it/s, loss=0.425, pair=3.598, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:07,  1.46it/s, loss=0.365, pair=3.088, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:02,  1.51it/s, loss=0.365, pair=3.088, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:02,  1.51it/s, loss=0.384, pair=4.312, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 149/333 [01:42<02:05,  1.46it/s, loss=0.384, pair=4.312, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:05,  1.46it/s, loss=0.354, pair=5.145, adv=3.409, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<01:59,  1.53it/s, loss=0.354, pair=5.145, adv=3.409, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<01:59,  1.53it/s, loss=0.489, pair=3.902, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:03,  1.48it/s, loss=0.489, pair=3.902, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:03,  1.48it/s, loss=0.349, pair=4.883, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 152/333 [01:44<01:58,  1.53it/s, loss=0.349, pair=4.883, adv=3.391, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<01:58,  1.53it/s, loss=0.440, pair=5.980, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:01,  1.48it/s, loss=0.440, pair=5.980, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:01,  1.48it/s, loss=0.349, pair=4.719, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<01:57,  1.52it/s, loss=0.349, pair=4.719, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<01:57,  1.52it/s, loss=0.391, pair=3.252, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 155/333 [01:46<02:02,  1.45it/s, loss=0.391, pair=3.252, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:02,  1.45it/s, loss=0.359, pair=5.051, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:56,  1.52it/s, loss=0.359, pair=5.051, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:56,  1.52it/s, loss=0.388, pair=3.842, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:01,  1.45it/s, loss=0.388, pair=3.842, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:01,  1.45it/s, loss=0.352, pair=3.055, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 158/333 [01:48<01:56,  1.51it/s, loss=0.352, pair=3.055, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:56,  1.51it/s, loss=0.426, pair=4.957, adv=3.371, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:00,  1.44it/s, loss=0.426, pair=4.957, adv=3.371, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.360, pair=4.277, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:54,  1.52it/s, loss=0.360, pair=4.277, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:54,  1.52it/s, loss=0.388, pair=3.625, adv=3.354, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:00,  1.42it/s, loss=0.388, pair=3.625, adv=3.354, sprd=0.03
Ep 003/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:00,  1.42it/s, loss=0.359, pair=4.344, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:54,  1.49it/s, loss=0.359, pair=4.344, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:54,  1.49it/s, loss=0.390, pair=5.379, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.390, pair=5.379, adv=3.388, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.352, pair=5.137, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.352, pair=5.137, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.388, pair=6.086, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 165/333 [01:53<01:59,  1.41it/s, loss=0.388, pair=6.086, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:59,  1.41it/s, loss=0.344, pair=3.664, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:53,  1.47it/s, loss=0.344, pair=3.664, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:53,  1.47it/s, loss=0.445, pair=3.514, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:57,  1.41it/s, loss=0.445, pair=3.514, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:57,  1.41it/s, loss=0.339, pair=5.781, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 168/333 [01:55<01:51,  1.48it/s, loss=0.339, pair=5.781, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:51,  1.48it/s, loss=0.393, pair=5.234, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:56,  1.41it/s, loss=0.393, pair=5.234, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.365, pair=5.637, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:50,  1.47it/s, loss=0.365, pair=5.637, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:50,  1.47it/s, loss=0.518, pair=5.848, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 171/333 [01:57<01:56,  1.40it/s, loss=0.518, pair=5.848, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:56,  1.40it/s, loss=0.348, pair=4.410, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:50,  1.46it/s, loss=0.348, pair=4.410, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.46it/s, loss=0.848, pair=3.592, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:54,  1.40it/s, loss=0.848, pair=3.592, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:54,  1.40it/s, loss=0.362, pair=4.801, adv=3.371, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 174/333 [01:59<01:48,  1.47it/s, loss=0.362, pair=4.801, adv=3.371, sprd=0.03
Ep 003/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:48,  1.47it/s, loss=0.416, pair=5.543, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 175/333 [02:00<01:51,  1.42it/s, loss=0.416, pair=5.543, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:51,  1.42it/s, loss=0.354, pair=4.062, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.354, pair=4.062, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.403, pair=4.742, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:47,  1.45it/s, loss=0.403, pair=4.742, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:47,  1.45it/s, loss=0.356, pair=3.055, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 178/333 [02:02<01:42,  1.51it/s, loss=0.356, pair=3.055, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.416, pair=5.254, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:45,  1.45it/s, loss=0.416, pair=5.254, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:45,  1.45it/s, loss=0.353, pair=6.523, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 180/333 [02:03<01:41,  1.51it/s, loss=0.353, pair=6.523, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:41,  1.51it/s, loss=0.442, pair=3.498, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 181/333 [02:04<01:45,  1.45it/s, loss=0.442, pair=3.498, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:45,  1.45it/s, loss=0.344, pair=3.863, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:39,  1.52it/s, loss=0.344, pair=3.863, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:39,  1.52it/s, loss=0.499, pair=5.172, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:43,  1.44it/s, loss=0.499, pair=5.172, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:43,  1.44it/s, loss=0.364, pair=3.410, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 184/333 [02:06<01:37,  1.52it/s, loss=0.364, pair=3.410, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:37,  1.52it/s, loss=0.368, pair=4.672, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:41,  1.46it/s, loss=0.368, pair=4.672, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:41,  1.46it/s, loss=0.380, pair=5.672, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.50it/s, loss=0.380, pair=5.672, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.50it/s, loss=0.380, pair=4.879, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 187/333 [02:08<01:42,  1.43it/s, loss=0.380, pair=4.879, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.43it/s, loss=0.357, pair=4.922, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:36,  1.50it/s, loss=0.357, pair=4.922, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.456, pair=4.117, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:43,  1.39it/s, loss=0.456, pair=4.117, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:43,  1.39it/s, loss=0.351, pair=7.398, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 190/333 [02:10<01:38,  1.46it/s, loss=0.351, pair=7.398, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:38,  1.46it/s, loss=0.507, pair=4.172, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 191/333 [02:11<01:41,  1.40it/s, loss=0.507, pair=4.172, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.337, pair=5.621, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:36,  1.46it/s, loss=0.337, pair=5.621, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:36,  1.46it/s, loss=0.398, pair=4.699, adv=3.350, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.398, pair=4.699, adv=3.350, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.352, pair=6.586, adv=3.349, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 194/333 [02:13<01:36,  1.45it/s, loss=0.352, pair=6.586, adv=3.349, sprd=0.03
Ep 003/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:36,  1.45it/s, loss=0.478, pair=5.609, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:40,  1.38it/s, loss=0.478, pair=5.609, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:40,  1.38it/s, loss=0.360, pair=4.961, adv=3.335, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:35,  1.43it/s, loss=0.360, pair=4.961, adv=3.335, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:35,  1.43it/s, loss=0.381, pair=3.852, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 197/333 [02:15<01:37,  1.39it/s, loss=0.381, pair=3.852, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:37,  1.39it/s, loss=0.339, pair=6.512, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:32,  1.46it/s, loss=0.339, pair=6.512, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:32,  1.46it/s, loss=0.387, pair=5.816, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.387, pair=5.816, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.363, pair=5.836, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 200/333 [02:17<01:30,  1.46it/s, loss=0.363, pair=5.836, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.46it/s, loss=0.468, pair=4.594, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 201/333 [02:18<01:32,  1.43it/s, loss=0.468, pair=4.594, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.43it/s, loss=0.338, pair=3.924, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:26,  1.51it/s, loss=0.338, pair=3.924, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:26,  1.51it/s, loss=0.365, pair=4.430, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 203/333 [02:19<01:30,  1.44it/s, loss=0.365, pair=4.430, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.44it/s, loss=0.321, pair=4.965, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:25,  1.50it/s, loss=0.321, pair=4.965, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:25,  1.50it/s, loss=0.473, pair=5.340, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:29,  1.44it/s, loss=0.473, pair=5.340, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:29,  1.44it/s, loss=0.321, pair=6.715, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 206/333 [02:21<01:24,  1.49it/s, loss=0.321, pair=6.715, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:24,  1.49it/s, loss=0.427, pair=7.262, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 207/333 [02:22<01:30,  1.40it/s, loss=0.427, pair=7.262, adv=3.389, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:30,  1.40it/s, loss=0.342, pair=5.125, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:25,  1.47it/s, loss=0.342, pair=5.125, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:25,  1.47it/s, loss=0.531, pair=4.297, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.531, pair=4.297, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.334, pair=5.641, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 210/333 [02:24<01:22,  1.49it/s, loss=0.334, pair=5.641, adv=3.381, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.492, pair=6.816, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:24,  1.44it/s, loss=0.492, pair=6.816, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.351, pair=4.914, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.51it/s, loss=0.351, pair=4.914, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.51it/s, loss=0.419, pair=6.926, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 213/333 [02:26<01:23,  1.43it/s, loss=0.419, pair=6.926, adv=3.357, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.43it/s, loss=0.337, pair=5.941, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:20,  1.48it/s, loss=0.337, pair=5.941, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.393, pair=6.051, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.393, pair=6.051, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.325, pair=6.426, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 216/333 [02:28<01:19,  1.48it/s, loss=0.325, pair=6.426, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.48it/s, loss=0.462, pair=4.207, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:23,  1.39it/s, loss=0.462, pair=4.207, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:23,  1.39it/s, loss=0.371, pair=5.648, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:18,  1.46it/s, loss=0.371, pair=5.648, adv=3.342, sprd=0.03
Ep 003/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:18,  1.46it/s, loss=0.393, pair=4.234, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.393, pair=4.234, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.42it/s, loss=0.332, pair=6.348, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:16,  1.48it/s, loss=0.332, pair=6.348, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.495, pair=6.605, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.495, pair=6.605, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.322, pair=7.301, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 222/333 [02:32<01:14,  1.49it/s, loss=0.322, pair=7.301, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.391, pair=7.488, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 223/333 [02:33<01:16,  1.43it/s, loss=0.391, pair=7.488, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.43it/s, loss=0.351, pair=4.016, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:12,  1.51it/s, loss=0.351, pair=4.016, adv=3.402, sprd=0.03
Ep 003/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.51it/s, loss=0.456, pair=4.863, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.456, pair=4.863, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.325, pair=5.383, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 226/333 [02:35<01:12,  1.48it/s, loss=0.325, pair=5.383, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.473, pair=6.336, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:14,  1.42it/s, loss=0.473, pair=6.336, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:14,  1.42it/s, loss=0.405, pair=3.732, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.48it/s, loss=0.405, pair=3.732, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.48it/s, loss=0.484, pair=5.812, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 229/333 [02:37<01:12,  1.44it/s, loss=0.484, pair=5.812, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:12,  1.44it/s, loss=0.325, pair=5.094, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:08,  1.51it/s, loss=0.325, pair=5.094, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.51it/s, loss=0.416, pair=4.293, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:10,  1.45it/s, loss=0.416, pair=4.293, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:10,  1.45it/s, loss=0.344, pair=4.855, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 232/333 [02:39<01:07,  1.50it/s, loss=0.344, pair=4.855, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.50it/s, loss=0.544, pair=4.238, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 233/333 [02:40<01:11,  1.40it/s, loss=0.544, pair=4.238, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:11,  1.40it/s, loss=0.321, pair=4.656, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:07,  1.47it/s, loss=0.321, pair=4.656, adv=3.400, sprd=0.03
Ep 003/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:07,  1.47it/s, loss=0.491, pair=6.641, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:11,  1.37it/s, loss=0.491, pair=6.641, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:11,  1.37it/s, loss=0.343, pair=5.785, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:07,  1.44it/s, loss=0.343, pair=5.785, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:07,  1.44it/s, loss=0.536, pair=4.695, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.536, pair=4.695, adv=3.386, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.351, pair=5.195, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.47it/s, loss=0.351, pair=5.195, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.47it/s, loss=0.428, pair=4.887, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 239/333 [02:44<01:08,  1.37it/s, loss=0.428, pair=4.887, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:08,  1.37it/s, loss=0.321, pair=3.697, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:04,  1.45it/s, loss=0.321, pair=3.697, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:04,  1.45it/s, loss=0.362, pair=6.566, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.362, pair=6.566, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.314, pair=7.316, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 242/333 [02:46<01:02,  1.46it/s, loss=0.314, pair=7.316, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:02,  1.46it/s, loss=0.376, pair=7.391, adv=3.397, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:04,  1.40it/s, loss=0.376, pair=7.391, adv=3.397, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:04,  1.40it/s, loss=0.328, pair=6.188, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<01:00,  1.47it/s, loss=0.328, pair=6.188, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:00,  1.47it/s, loss=0.520, pair=6.152, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:04,  1.37it/s, loss=0.520, pair=6.152, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:04,  1.37it/s, loss=0.344, pair=6.641, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:59,  1.45it/s, loss=0.344, pair=6.641, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:59,  1.45it/s, loss=0.390, pair=5.516, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<01:01,  1.39it/s, loss=0.390, pair=5.516, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:01,  1.39it/s, loss=0.318, pair=8.211, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:57,  1.47it/s, loss=0.318, pair=8.211, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:57,  1.47it/s, loss=0.380, pair=6.152, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<00:58,  1.44it/s, loss=0.380, pair=6.152, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.44it/s, loss=0.323, pair=5.031, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:56,  1.48it/s, loss=0.323, pair=5.031, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.48it/s, loss=0.383, pair=6.441, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.44it/s, loss=0.383, pair=6.441, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.44it/s, loss=0.315, pair=5.434, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:54,  1.48it/s, loss=0.315, pair=5.434, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.48it/s, loss=0.417, pair=6.020, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:57,  1.40it/s, loss=0.417, pair=6.020, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:57,  1.40it/s, loss=0.368, pair=6.125, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.47it/s, loss=0.368, pair=6.125, adv=3.370, sprd=0.03
Ep 003/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.47it/s, loss=0.448, pair=5.652, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:55,  1.39it/s, loss=0.448, pair=5.652, adv=3.363, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:55,  1.39it/s, loss=0.365, pair=3.279, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.48it/s, loss=0.365, pair=3.279, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.48it/s, loss=0.463, pair=6.684, adv=3.410, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.45it/s, loss=0.463, pair=6.684, adv=3.410, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.45it/s, loss=0.325, pair=5.188, adv=3.371, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 258/333 [02:57<00:49,  1.52it/s, loss=0.325, pair=5.188, adv=3.371, sprd=0.03
Ep 003/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:49,  1.52it/s, loss=0.401, pair=6.266, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:50,  1.46it/s, loss=0.401, pair=6.266, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:50,  1.46it/s, loss=0.335, pair=7.078, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:47,  1.52it/s, loss=0.335, pair=7.078, adv=3.387, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:47,  1.52it/s, loss=0.452, pair=6.418, adv=3.352, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.43it/s, loss=0.452, pair=6.418, adv=3.352, sprd=0.03
Ep 003/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.43it/s, loss=0.312, pair=4.434, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:47,  1.49it/s, loss=0.312, pair=4.434, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.49it/s, loss=0.495, pair=5.066, adv=3.392, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:51,  1.36it/s, loss=0.495, pair=5.066, adv=3.392, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:51,  1.36it/s, loss=0.323, pair=7.324, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:47,  1.47it/s, loss=0.323, pair=7.324, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:47,  1.47it/s, loss=0.461, pair=4.504, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 265/333 [03:02<00:47,  1.42it/s, loss=0.461, pair=4.504, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.42it/s, loss=0.337, pair=4.199, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.51it/s, loss=0.337, pair=4.199, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.51it/s, loss=0.362, pair=7.004, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.46it/s, loss=0.362, pair=7.004, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.46it/s, loss=0.331, pair=6.156, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:42,  1.51it/s, loss=0.331, pair=6.156, adv=3.368, sprd=0.03
Ep 003/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:42,  1.51it/s, loss=0.396, pair=4.738, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.43it/s, loss=0.396, pair=4.738, adv=3.360, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.312, pair=4.742, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.312, pair=4.742, adv=3.395, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.412, pair=6.809, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 271/333 [03:06<00:43,  1.42it/s, loss=0.412, pair=6.809, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:43,  1.42it/s, loss=0.324, pair=6.168, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.324, pair=6.168, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.48it/s, loss=0.445, pair=6.922, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.445, pair=6.922, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.310, pair=5.539, adv=3.407, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 274/333 [03:08<00:39,  1.50it/s, loss=0.310, pair=5.539, adv=3.407, sprd=0.03
Ep 003/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:39,  1.50it/s, loss=0.452, pair=4.742, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:40,  1.44it/s, loss=0.452, pair=4.742, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.44it/s, loss=0.320, pair=4.902, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.52it/s, loss=0.320, pair=4.902, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.52it/s, loss=0.342, pair=6.762, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 277/333 [03:10<00:38,  1.44it/s, loss=0.342, pair=6.762, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.401, pair=5.047, adv=3.335, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:37,  1.48it/s, loss=0.401, pair=5.047, adv=3.335, sprd=0.03
Ep 003/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.681, pair=6.797, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:39,  1.37it/s, loss=0.681, pair=6.797, adv=3.376, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:39,  1.37it/s, loss=0.335, pair=7.254, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.45it/s, loss=0.335, pair=7.254, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.45it/s, loss=0.446, pair=7.930, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 281/333 [03:13<00:36,  1.41it/s, loss=0.446, pair=7.930, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.41it/s, loss=0.314, pair=4.707, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.48it/s, loss=0.314, pair=4.707, adv=3.366, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.48it/s, loss=0.364, pair=6.742, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.364, pair=6.742, adv=3.383, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.302, pair=6.578, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.302, pair=6.578, adv=3.377, sprd=0.03
Ep 003/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.50it/s, loss=0.369, pair=8.273, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:34,  1.40it/s, loss=0.369, pair=8.273, adv=3.406, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:34,  1.40it/s, loss=0.563, pair=7.062, adv=3.343, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.47it/s, loss=0.563, pair=7.062, adv=3.343, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.47it/s, loss=0.353, pair=6.457, adv=3.422, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 287/333 [03:17<00:32,  1.43it/s, loss=0.353, pair=6.457, adv=3.422, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.43it/s, loss=0.318, pair=8.695, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:30,  1.49it/s, loss=0.318, pair=8.695, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.49it/s, loss=0.374, pair=7.156, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.374, pair=7.156, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.338, pair=6.379, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 290/333 [03:19<00:28,  1.50it/s, loss=0.338, pair=6.379, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:28,  1.50it/s, loss=0.328, pair=5.434, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:29,  1.44it/s, loss=0.328, pair=5.434, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.44it/s, loss=0.322, pair=5.375, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.52it/s, loss=0.322, pair=5.375, adv=3.399, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.52it/s, loss=0.374, pair=6.930, adv=3.392, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 293/333 [03:21<00:27,  1.46it/s, loss=0.374, pair=6.930, adv=3.392, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:27,  1.46it/s, loss=0.304, pair=6.434, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 294/333 [03:22<00:26,  1.50it/s, loss=0.304, pair=6.434, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.50it/s, loss=0.405, pair=6.566, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:27,  1.41it/s, loss=0.405, pair=6.566, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:27,  1.41it/s, loss=0.329, pair=5.445, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.329, pair=5.445, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.490, pair=6.598, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 297/333 [03:24<00:25,  1.44it/s, loss=0.490, pair=6.598, adv=3.384, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.44it/s, loss=0.331, pair=6.426, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.50it/s, loss=0.331, pair=6.426, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.50it/s, loss=0.444, pair=7.367, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.444, pair=7.367, adv=3.353, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.628, pair=8.062, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 300/333 [03:26<00:22,  1.49it/s, loss=0.628, pair=8.062, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.568, pair=6.434, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.43it/s, loss=0.568, pair=6.434, adv=3.364, sprd=0.03
Ep 003/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.43it/s, loss=0.313, pair=6.867, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.50it/s, loss=0.313, pair=6.867, adv=3.362, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.50it/s, loss=0.742, pair=6.391, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 303/333 [03:28<00:20,  1.43it/s, loss=0.742, pair=6.391, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.43it/s, loss=0.306, pair=7.152, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.51it/s, loss=0.306, pair=7.152, adv=3.361, sprd=0.03
Ep 003/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.338, pair=6.406, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.43it/s, loss=0.338, pair=6.406, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.43it/s, loss=0.306, pair=8.359, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 306/333 [03:30<00:18,  1.49it/s, loss=0.306, pair=8.359, adv=3.385, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.49it/s, loss=0.340, pair=4.816, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 307/333 [03:31<00:18,  1.42it/s, loss=0.340, pair=4.816, adv=3.401, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.42it/s, loss=0.293, pair=8.742, adv=3.348, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:17,  1.47it/s, loss=0.293, pair=8.742, adv=3.348, sprd=0.03
Ep 003/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:17,  1.47it/s, loss=0.350, pair=7.137, adv=3.346, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 309/333 [03:32<00:16,  1.42it/s, loss=0.350, pair=7.137, adv=3.346, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.42it/s, loss=0.340, pair=7.824, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 310/333 [03:33<00:15,  1.46it/s, loss=0.340, pair=7.824, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.46it/s, loss=0.372, pair=7.289, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.39it/s, loss=0.372, pair=7.289, adv=3.365, sprd=0.03
Ep 003/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.39it/s, loss=0.302, pair=7.719, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.46it/s, loss=0.302, pair=7.719, adv=3.375, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.46it/s, loss=0.349, pair=7.094, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 313/333 [03:35<00:14,  1.38it/s, loss=0.349, pair=7.094, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.38it/s, loss=0.295, pair=6.141, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.46it/s, loss=0.295, pair=6.141, adv=3.373, sprd=0.03
Ep 003/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.46it/s, loss=0.343, pair=5.203, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:13,  1.37it/s, loss=0.343, pair=5.203, adv=3.403, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:13,  1.37it/s, loss=0.299, pair=7.223, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 316/333 [03:37<00:11,  1.46it/s, loss=0.299, pair=7.223, adv=3.380, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.46it/s, loss=0.373, pair=7.535, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.373, pair=7.535, adv=3.390, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.44it/s, loss=0.295, pair=7.703, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.295, pair=7.703, adv=3.378, sprd=0.03
Ep 003/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.690, pair=4.688, adv=3.373, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.690, pair=4.688, adv=3.373, sprd=0.02
Ep 003/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.293, pair=6.211, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.51it/s, loss=0.293, pair=6.211, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.51it/s, loss=0.400, pair=6.688, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.400, pair=6.688, adv=3.393, sprd=0.03
Ep 003/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.325, pair=6.008, adv=3.356, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 322/333 [03:41<00:07,  1.49it/s, loss=0.325, pair=6.008, adv=3.356, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.460, pair=7.215, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:06,  1.44it/s, loss=0.460, pair=7.215, adv=3.359, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.44it/s, loss=0.302, pair=7.258, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.302, pair=7.258, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.422, pair=7.543, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.422, pair=7.543, adv=3.379, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.322, pair=9.141, adv=3.405, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.48it/s, loss=0.322, pair=9.141, adv=3.405, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.391, pair=6.402, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.391, pair=6.402, adv=3.382, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.43it/s, loss=0.283, pair=8.367, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.283, pair=8.367, adv=3.374, sprd=0.03
Ep 003/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.488, pair=7.949, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.488, pair=7.949, adv=3.372, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.281, pair=6.633, adv=3.352, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.281, pair=6.633, adv=3.352, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.341, pair=7.980, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.40it/s, loss=0.341, pair=7.980, adv=3.358, sprd=0.03
Ep 003/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.40it/s, loss=0.279, pair=6.559, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]: 100%|▉| 332/333 [03:48<00:00,  1.45it/s, loss=0.279, pair=6.559, adv=3.367, sprd=0.03
Ep 003/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.45it/s, loss=0.348, pair=7.191, adv=3.359, sprd=0.02
Ep 003/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.40it/s, loss=0.348, pair=7.191, adv=3.359, sprd=0.02
                                                                                                              
Epoch 003/60 [S1:deg_only]  loss=0.4166  mat=0.3439  sens=5.6126  pair=4.6032  adv=3.3762(rand=3.37)  deg=0.0466  orth=0.0381  spread=0.0377  q_mean=49.9  q_std=4.2  α=0.10 β=0.00 γ=1.00 λ_grl=0.165  lr=9.97e-05  230s

Ep 004/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 004/60 [S1:deg_only]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.431, pair=6.832, adv=3.400, sprd=0.031]
Ep 004/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:07,  1.11s/it, loss=0.431, pair=6.832, adv=3.400, sprd=0.031]
Ep 004/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:07,  1.11s/it, loss=0.320, pair=8.531, adv=3.384, sprd=0.030]
Ep 004/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:29,  1.23it/s, loss=0.320, pair=8.531, adv=3.384, sprd=0.030]
Ep 004/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:29,  1.23it/s, loss=0.378, pair=6.312, adv=3.422, sprd=0.031]
Ep 004/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:19,  1.27it/s, loss=0.378, pair=6.312, adv=3.422, sprd=0.031]
Ep 004/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:19,  1.27it/s, loss=0.297, pair=7.621, adv=3.349, sprd=0.029]
Ep 004/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:56,  1.39it/s, loss=0.297, pair=7.621, adv=3.349, sprd=0.029]
Ep 004/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:56,  1.39it/s, loss=0.369, pair=5.391, adv=3.392, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:02,  1.35it/s, loss=0.369, pair=5.391, adv=3.392, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:02,  1.35it/s, loss=0.296, pair=4.594, adv=3.396, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:43,  1.47it/s, loss=0.296, pair=4.594, adv=3.396, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:43,  1.47it/s, loss=0.334, pair=6.633, adv=3.398, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:48,  1.42it/s, loss=0.334, pair=6.633, adv=3.398, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:48,  1.42it/s, loss=0.282, pair=4.676, adv=3.385, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:36,  1.50it/s, loss=0.282, pair=4.676, adv=3.385, sprd=0.030]
Ep 004/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:36,  1.50it/s, loss=0.444, pair=6.609, adv=3.397, sprd=0.029]
Ep 004/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:46,  1.43it/s, loss=0.444, pair=6.609, adv=3.397, sprd=0.029]
Ep 004/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:46,  1.43it/s, loss=0.283, pair=4.961, adv=3.372, sprd=0.031]
Ep 004/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.283, pair=4.961, adv=3.372, sprd=0.031
Ep 004/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:35,  1.50it/s, loss=0.375, pair=8.195, adv=3.368, sprd=0.029
Ep 004/60 [S1:deg_only]:   3%| | 11/333 [00:07<03:46,  1.42it/s, loss=0.375, pair=8.195, adv=3.368, sprd=0.029
Ep 004/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:46,  1.42it/s, loss=0.443, pair=8.711, adv=3.348, sprd=0.029
Ep 004/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:38,  1.47it/s, loss=0.443, pair=8.711, adv=3.348, sprd=0.029
Ep 004/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:38,  1.47it/s, loss=0.525, pair=8.570, adv=3.388, sprd=0.030
Ep 004/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:45,  1.42it/s, loss=0.525, pair=8.570, adv=3.388, sprd=0.030
Ep 004/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:45,  1.42it/s, loss=0.321, pair=9.336, adv=3.391, sprd=0.029
Ep 004/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:34,  1.49it/s, loss=0.321, pair=9.336, adv=3.391, sprd=0.029
Ep 004/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.363, pair=8.102, adv=3.377, sprd=0.030
Ep 004/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:40,  1.44it/s, loss=0.363, pair=8.102, adv=3.377, sprd=0.030
Ep 004/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:40,  1.44it/s, loss=0.629, pair=7.645, adv=3.353, sprd=0.029
Ep 004/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:31,  1.50it/s, loss=0.629, pair=7.645, adv=3.353, sprd=0.029
Ep 004/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:31,  1.50it/s, loss=0.330, pair=7.941, adv=3.350, sprd=0.029
Ep 004/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.330, pair=7.941, adv=3.350, sprd=0.029
Ep 004/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:43,  1.41it/s, loss=0.279, pair=7.219, adv=3.386, sprd=0.029
Ep 004/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:32,  1.48it/s, loss=0.279, pair=7.219, adv=3.386, sprd=0.029
Ep 004/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:32,  1.48it/s, loss=0.370, pair=9.617, adv=3.361, sprd=0.029
Ep 004/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:41,  1.42it/s, loss=0.370, pair=9.617, adv=3.361, sprd=0.029
Ep 004/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:41,  1.42it/s, loss=0.291, pair=6.715, adv=3.357, sprd=0.031
Ep 004/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:32,  1.47it/s, loss=0.291, pair=6.715, adv=3.357, sprd=0.031
Ep 004/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:32,  1.47it/s, loss=0.397, pair=7.145, adv=3.363, sprd=0.029
Ep 004/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:41,  1.41it/s, loss=0.397, pair=7.145, adv=3.363, sprd=0.029
Ep 004/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:41,  1.41it/s, loss=0.287, pair=6.246, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:28,  1.49it/s, loss=0.287, pair=6.246, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:28,  1.49it/s, loss=0.336, pair=5.047, adv=3.391, sprd=0.030
Ep 004/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.40it/s, loss=0.336, pair=5.047, adv=3.391, sprd=0.030
Ep 004/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:40,  1.40it/s, loss=0.273, pair=7.520, adv=3.361, sprd=0.029
Ep 004/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:31,  1.46it/s, loss=0.273, pair=7.520, adv=3.361, sprd=0.029
Ep 004/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.375, pair=5.637, adv=3.389, sprd=0.029
Ep 004/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:35,  1.43it/s, loss=0.375, pair=5.637, adv=3.389, sprd=0.029
Ep 004/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:35,  1.43it/s, loss=0.276, pair=10.344, adv=3.340, sprd=0.02
Ep 004/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:28,  1.47it/s, loss=0.276, pair=10.344, adv=3.340, sprd=0.02
Ep 004/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:28,  1.47it/s, loss=0.307, pair=9.969, adv=3.402, sprd=0.029
Ep 004/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:35,  1.42it/s, loss=0.307, pair=9.969, adv=3.402, sprd=0.029
Ep 004/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:35,  1.42it/s, loss=0.279, pair=8.953, adv=3.363, sprd=0.029
Ep 004/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:23,  1.50it/s, loss=0.279, pair=8.953, adv=3.363, sprd=0.029
Ep 004/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:23,  1.50it/s, loss=0.327, pair=4.945, adv=3.395, sprd=0.030
Ep 004/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:35,  1.41it/s, loss=0.327, pair=4.945, adv=3.395, sprd=0.030
Ep 004/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:35,  1.41it/s, loss=0.280, pair=9.133, adv=3.378, sprd=0.029
Ep 004/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:25,  1.47it/s, loss=0.280, pair=9.133, adv=3.378, sprd=0.029
Ep 004/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:25,  1.47it/s, loss=0.314, pair=5.250, adv=3.380, sprd=0.030
Ep 004/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:32,  1.42it/s, loss=0.314, pair=5.250, adv=3.380, sprd=0.030
Ep 004/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.286, pair=5.301, adv=3.402, sprd=0.029
Ep 004/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:22,  1.49it/s, loss=0.286, pair=5.301, adv=3.402, sprd=0.029
Ep 004/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:22,  1.49it/s, loss=0.501, pair=6.293, adv=3.381, sprd=0.028
Ep 004/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:38,  1.37it/s, loss=0.501, pair=6.293, adv=3.381, sprd=0.028
Ep 004/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:38,  1.37it/s, loss=0.436, pair=10.086, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:23,  1.47it/s, loss=0.436, pair=10.086, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:23,  1.47it/s, loss=0.334, pair=6.859, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:31,  1.41it/s, loss=0.334, pair=6.859, adv=3.384, sprd=0.030
Ep 004/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:31,  1.41it/s, loss=0.359, pair=8.273, adv=3.377, sprd=0.028
Ep 004/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:24,  1.45it/s, loss=0.359, pair=8.273, adv=3.377, sprd=0.028
Ep 004/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:24,  1.45it/s, loss=0.427, pair=6.648, adv=3.409, sprd=0.029
Ep 004/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:29,  1.41it/s, loss=0.427, pair=6.648, adv=3.409, sprd=0.029
Ep 004/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:29,  1.41it/s, loss=0.303, pair=6.363, adv=3.379, sprd=0.028
Ep 004/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:19,  1.48it/s, loss=0.303, pair=6.363, adv=3.379, sprd=0.028
Ep 004/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:19,  1.48it/s, loss=0.369, pair=6.113, adv=3.412, sprd=0.030
Ep 004/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:24,  1.44it/s, loss=0.369, pair=6.113, adv=3.412, sprd=0.030
Ep 004/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:24,  1.44it/s, loss=0.399, pair=6.359, adv=3.351, sprd=0.028
Ep 004/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:16,  1.49it/s, loss=0.399, pair=6.359, adv=3.351, sprd=0.028
Ep 004/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:16,  1.49it/s, loss=0.426, pair=7.172, adv=3.391, sprd=0.029
Ep 004/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:25,  1.42it/s, loss=0.426, pair=7.172, adv=3.391, sprd=0.029
Ep 004/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:25,  1.42it/s, loss=0.327, pair=7.727, adv=3.363, sprd=0.028
Ep 004/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:18,  1.47it/s, loss=0.327, pair=7.727, adv=3.363, sprd=0.028
Ep 004/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:18,  1.47it/s, loss=0.299, pair=8.844, adv=3.391, sprd=0.028
Ep 004/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.299, pair=8.844, adv=3.391, sprd=0.028
Ep 004/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.291, pair=8.883, adv=3.432, sprd=0.029
Ep 004/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:12,  1.50it/s, loss=0.291, pair=8.883, adv=3.432, sprd=0.029
Ep 004/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:12,  1.50it/s, loss=0.422, pair=7.059, adv=3.385, sprd=0.029
Ep 004/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:17,  1.46it/s, loss=0.422, pair=7.059, adv=3.385, sprd=0.029
Ep 004/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:17,  1.46it/s, loss=0.274, pair=3.646, adv=3.373, sprd=0.028
Ep 004/60 [S1:deg_only]:  14%|▏| 46/333 [00:31<03:09,  1.52it/s, loss=0.274, pair=3.646, adv=3.373, sprd=0.028
Ep 004/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:09,  1.52it/s, loss=0.400, pair=8.977, adv=3.379, sprd=0.029
Ep 004/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:19,  1.43it/s, loss=0.400, pair=8.977, adv=3.379, sprd=0.029
Ep 004/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:19,  1.43it/s, loss=0.276, pair=6.734, adv=3.379, sprd=0.028
Ep 004/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:08,  1.52it/s, loss=0.276, pair=6.734, adv=3.379, sprd=0.028
Ep 004/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:08,  1.52it/s, loss=0.420, pair=8.117, adv=3.363, sprd=0.027
Ep 004/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.43it/s, loss=0.420, pair=8.117, adv=3.363, sprd=0.027
Ep 004/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.43it/s, loss=0.278, pair=7.469, adv=3.356, sprd=0.028
Ep 004/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:10,  1.48it/s, loss=0.278, pair=7.469, adv=3.356, sprd=0.028
Ep 004/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:10,  1.48it/s, loss=0.318, pair=8.102, adv=3.345, sprd=0.028
Ep 004/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:18,  1.42it/s, loss=0.318, pair=8.102, adv=3.345, sprd=0.028
Ep 004/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:18,  1.42it/s, loss=0.279, pair=6.109, adv=3.383, sprd=0.029
Ep 004/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:09,  1.48it/s, loss=0.279, pair=6.109, adv=3.383, sprd=0.029
Ep 004/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:09,  1.48it/s, loss=0.304, pair=9.430, adv=3.341, sprd=0.028
Ep 004/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:18,  1.41it/s, loss=0.304, pair=9.430, adv=3.341, sprd=0.028
Ep 004/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:18,  1.41it/s, loss=0.291, pair=8.016, adv=3.362, sprd=0.027
Ep 004/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:09,  1.47it/s, loss=0.291, pair=8.016, adv=3.362, sprd=0.027
Ep 004/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.299, pair=10.570, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:19,  1.40it/s, loss=0.299, pair=10.570, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:19,  1.40it/s, loss=0.269, pair=10.289, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:08,  1.47it/s, loss=0.269, pair=10.289, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:08,  1.47it/s, loss=0.351, pair=5.781, adv=3.398, sprd=0.028
Ep 004/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:21,  1.37it/s, loss=0.351, pair=5.781, adv=3.398, sprd=0.028
Ep 004/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:21,  1.37it/s, loss=0.279, pair=4.840, adv=3.356, sprd=0.028
Ep 004/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:09,  1.45it/s, loss=0.279, pair=4.840, adv=3.356, sprd=0.028
Ep 004/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:09,  1.45it/s, loss=0.304, pair=6.340, adv=3.383, sprd=0.028
Ep 004/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:15,  1.40it/s, loss=0.304, pair=6.340, adv=3.383, sprd=0.028
Ep 004/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:15,  1.40it/s, loss=0.277, pair=6.387, adv=3.377, sprd=0.028
Ep 004/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:06,  1.46it/s, loss=0.277, pair=6.387, adv=3.377, sprd=0.028
Ep 004/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:06,  1.46it/s, loss=0.321, pair=8.086, adv=3.368, sprd=0.028
Ep 004/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:14,  1.40it/s, loss=0.321, pair=8.086, adv=3.368, sprd=0.028
Ep 004/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:14,  1.40it/s, loss=0.276, pair=7.031, adv=3.359, sprd=0.028
Ep 004/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:06,  1.45it/s, loss=0.276, pair=7.031, adv=3.359, sprd=0.028
Ep 004/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:06,  1.45it/s, loss=0.311, pair=4.590, adv=3.375, sprd=0.027
Ep 004/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:13,  1.39it/s, loss=0.311, pair=4.590, adv=3.375, sprd=0.027
Ep 004/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:13,  1.39it/s, loss=0.287, pair=5.672, adv=3.354, sprd=0.028
Ep 004/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:04,  1.46it/s, loss=0.287, pair=5.672, adv=3.354, sprd=0.028
Ep 004/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:04,  1.46it/s, loss=0.364, pair=8.172, adv=3.353, sprd=0.027
Ep 004/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:12,  1.40it/s, loss=0.364, pair=8.172, adv=3.353, sprd=0.027
Ep 004/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:12,  1.40it/s, loss=0.268, pair=7.133, adv=3.378, sprd=0.028
Ep 004/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:03,  1.46it/s, loss=0.268, pair=7.133, adv=3.378, sprd=0.028
Ep 004/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:03,  1.46it/s, loss=0.320, pair=9.664, adv=3.398, sprd=0.027
Ep 004/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:08,  1.41it/s, loss=0.320, pair=9.664, adv=3.398, sprd=0.027
Ep 004/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:08,  1.41it/s, loss=0.284, pair=8.555, adv=3.393, sprd=0.027
Ep 004/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<03:01,  1.46it/s, loss=0.284, pair=8.555, adv=3.393, sprd=0.027
Ep 004/60 [S1:deg_only]:  20%|▏| 68/333 [00:48<03:01,  1.46it/s, loss=0.328, pair=8.062, adv=3.379, sprd=0.026
Ep 004/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.328, pair=8.062, adv=3.379, sprd=0.026
Ep 004/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:05,  1.42it/s, loss=0.270, pair=9.000, adv=3.360, sprd=0.027
Ep 004/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:58,  1.48it/s, loss=0.270, pair=9.000, adv=3.360, sprd=0.027
Ep 004/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:58,  1.48it/s, loss=0.431, pair=7.949, adv=3.401, sprd=0.026
Ep 004/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:07,  1.40it/s, loss=0.431, pair=7.949, adv=3.401, sprd=0.026
Ep 004/60 [S1:deg_only]:  21%|▏| 71/333 [00:50<03:07,  1.40it/s, loss=0.261, pair=9.531, adv=3.384, sprd=0.027
Ep 004/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:56,  1.47it/s, loss=0.261, pair=9.531, adv=3.384, sprd=0.027
Ep 004/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:56,  1.47it/s, loss=0.358, pair=9.594, adv=3.373, sprd=0.027
Ep 004/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:09,  1.37it/s, loss=0.358, pair=9.594, adv=3.373, sprd=0.027
Ep 004/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:09,  1.37it/s, loss=0.262, pair=9.492, adv=3.391, sprd=0.027
Ep 004/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.262, pair=9.492, adv=3.391, sprd=0.027
Ep 004/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:57,  1.46it/s, loss=0.399, pair=5.938, adv=3.404, sprd=0.028
Ep 004/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:00,  1.43it/s, loss=0.399, pair=5.938, adv=3.404, sprd=0.028
Ep 004/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:00,  1.43it/s, loss=0.265, pair=5.105, adv=3.392, sprd=0.027
Ep 004/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:47,  1.53it/s, loss=0.265, pair=5.105, adv=3.392, sprd=0.027
Ep 004/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:47,  1.53it/s, loss=0.362, pair=8.867, adv=3.388, sprd=0.027
Ep 004/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:02,  1.40it/s, loss=0.362, pair=8.867, adv=3.388, sprd=0.027
Ep 004/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<03:02,  1.40it/s, loss=0.310, pair=7.832, adv=3.369, sprd=0.027
Ep 004/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:53,  1.47it/s, loss=0.310, pair=7.832, adv=3.369, sprd=0.027
Ep 004/60 [S1:deg_only]:  23%|▏| 78/333 [00:55<02:53,  1.47it/s, loss=0.299, pair=7.328, adv=3.398, sprd=0.028
Ep 004/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.42it/s, loss=0.299, pair=7.328, adv=3.398, sprd=0.028
Ep 004/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.42it/s, loss=0.490, pair=8.516, adv=3.374, sprd=0.027
Ep 004/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:49,  1.49it/s, loss=0.490, pair=8.516, adv=3.374, sprd=0.027
Ep 004/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.299, pair=7.465, adv=3.389, sprd=0.027
Ep 004/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.299, pair=7.465, adv=3.389, sprd=0.027
Ep 004/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.270, pair=9.461, adv=3.372, sprd=0.027
Ep 004/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:47,  1.50it/s, loss=0.270, pair=9.461, adv=3.372, sprd=0.027
Ep 004/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:47,  1.50it/s, loss=0.326, pair=9.695, adv=3.359, sprd=0.027
Ep 004/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:55,  1.43it/s, loss=0.326, pair=9.695, adv=3.359, sprd=0.027
Ep 004/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:55,  1.43it/s, loss=0.268, pair=7.867, adv=3.384, sprd=0.026
Ep 004/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.268, pair=7.867, adv=3.384, sprd=0.026
Ep 004/60 [S1:deg_only]:  25%|▎| 84/333 [00:59<02:48,  1.48it/s, loss=0.367, pair=8.602, adv=3.380, sprd=0.027
Ep 004/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.367, pair=8.602, adv=3.380, sprd=0.027
Ep 004/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.267, pair=6.086, adv=3.389, sprd=0.026
Ep 004/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:45,  1.49it/s, loss=0.267, pair=6.086, adv=3.389, sprd=0.026
Ep 004/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:45,  1.49it/s, loss=0.438, pair=7.070, adv=3.375, sprd=0.027
Ep 004/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:59,  1.37it/s, loss=0.438, pair=7.070, adv=3.375, sprd=0.027
Ep 004/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<02:59,  1.37it/s, loss=0.264, pair=6.996, adv=3.405, sprd=0.027
Ep 004/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:50,  1.44it/s, loss=0.264, pair=6.996, adv=3.405, sprd=0.027
Ep 004/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:50,  1.44it/s, loss=0.295, pair=8.227, adv=3.410, sprd=0.026
Ep 004/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:54,  1.40it/s, loss=0.295, pair=8.227, adv=3.410, sprd=0.026
Ep 004/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:54,  1.40it/s, loss=0.270, pair=9.055, adv=3.368, sprd=0.025
Ep 004/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.270, pair=9.055, adv=3.368, sprd=0.025
Ep 004/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:45,  1.47it/s, loss=0.293, pair=10.625, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.293, pair=10.625, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.257, pair=12.914, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:44,  1.47it/s, loss=0.257, pair=12.914, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:44,  1.47it/s, loss=0.305, pair=7.812, adv=3.343, sprd=0.026
Ep 004/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:51,  1.40it/s, loss=0.305, pair=7.812, adv=3.343, sprd=0.026
Ep 004/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:51,  1.40it/s, loss=0.277, pair=7.754, adv=3.354, sprd=0.025
Ep 004/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.277, pair=7.754, adv=3.354, sprd=0.025
Ep 004/60 [S1:deg_only]:  28%|▎| 94/333 [01:06<02:41,  1.48it/s, loss=0.294, pair=10.109, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:47,  1.42it/s, loss=0.294, pair=10.109, adv=3.388, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:47,  1.42it/s, loss=0.288, pair=6.254, adv=3.394, sprd=0.027
Ep 004/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:36,  1.52it/s, loss=0.288, pair=6.254, adv=3.394, sprd=0.027
Ep 004/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:36,  1.52it/s, loss=0.486, pair=8.922, adv=3.347, sprd=0.025
Ep 004/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:41,  1.47it/s, loss=0.486, pair=8.922, adv=3.347, sprd=0.025
Ep 004/60 [S1:deg_only]:  29%|▎| 97/333 [01:08<02:41,  1.47it/s, loss=0.295, pair=10.383, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:35,  1.51it/s, loss=0.295, pair=10.383, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:35,  1.51it/s, loss=0.331, pair=7.508, adv=3.389, sprd=0.026
Ep 004/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:41,  1.45it/s, loss=0.331, pair=7.508, adv=3.389, sprd=0.026
Ep 004/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:41,  1.45it/s, loss=0.264, pair=8.453, adv=3.384, sprd=0.027
Ep 004/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:34,  1.51it/s, loss=0.264, pair=8.453, adv=3.384, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:34,  1.51it/s, loss=0.315, pair=7.707, adv=3.391, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:38,  1.47it/s, loss=0.315, pair=7.707, adv=3.391, sprd=0.02
Ep 004/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:38,  1.47it/s, loss=0.267, pair=9.578, adv=3.396, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:31,  1.53it/s, loss=0.267, pair=9.578, adv=3.396, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:31,  1.53it/s, loss=0.377, pair=8.117, adv=3.357, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:43,  1.41it/s, loss=0.377, pair=8.117, adv=3.357, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 103/333 [01:12<02:43,  1.41it/s, loss=0.253, pair=5.953, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:33,  1.49it/s, loss=0.253, pair=5.953, adv=3.386, sprd=0.02
Ep 004/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:33,  1.49it/s, loss=0.555, pair=9.680, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:38,  1.44it/s, loss=0.555, pair=9.680, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:38,  1.44it/s, loss=0.294, pair=9.984, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.294, pair=9.984, adv=3.363, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:32,  1.49it/s, loss=0.380, pair=5.676, adv=3.380, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:45,  1.36it/s, loss=0.380, pair=5.676, adv=3.380, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:45,  1.36it/s, loss=0.257, pair=8.734, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:36,  1.44it/s, loss=0.257, pair=8.734, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:36,  1.44it/s, loss=0.331, pair=13.141, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:48,  1.33it/s, loss=0.331, pair=13.141, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:48,  1.33it/s, loss=0.260, pair=10.219, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:37,  1.41it/s, loss=0.260, pair=10.219, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  33%|▎| 110/333 [01:17<02:37,  1.41it/s, loss=0.343, pair=9.703, adv=3.358, sprd=0.02
Ep 004/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:44,  1.35it/s, loss=0.343, pair=9.703, adv=3.358, sprd=0.02
Ep 004/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:44,  1.35it/s, loss=0.315, pair=10.680, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:33,  1.44it/s, loss=0.315, pair=10.680, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:33,  1.44it/s, loss=0.305, pair=9.273, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:39,  1.38it/s, loss=0.305, pair=9.273, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 113/333 [01:19<02:39,  1.38it/s, loss=0.281, pair=9.984, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:29,  1.47it/s, loss=0.281, pair=9.984, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  34%|▎| 114/333 [01:20<02:29,  1.47it/s, loss=0.292, pair=9.648, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:34,  1.41it/s, loss=0.292, pair=9.648, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:34,  1.41it/s, loss=0.249, pair=8.773, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.249, pair=8.773, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 116/333 [01:21<02:27,  1.47it/s, loss=0.284, pair=7.867, adv=3.374, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.43it/s, loss=0.284, pair=7.867, adv=3.374, sprd=0.02
Ep 004/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.43it/s, loss=0.316, pair=11.375, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:26,  1.47it/s, loss=0.316, pair=11.375, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:26,  1.47it/s, loss=0.346, pair=5.996, adv=3.398, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.346, pair=5.996, adv=3.398, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 119/333 [01:23<02:28,  1.44it/s, loss=0.300, pair=10.883, adv=3.414, sprd=0.0
Ep 004/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:18,  1.53it/s, loss=0.300, pair=10.883, adv=3.414, sprd=0.0
Ep 004/60 [S1:deg_only]:  36%|▎| 120/333 [01:24<02:18,  1.53it/s, loss=0.302, pair=9.023, adv=3.411, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:23,  1.47it/s, loss=0.302, pair=9.023, adv=3.411, sprd=0.02
Ep 004/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:23,  1.47it/s, loss=0.260, pair=9.586, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:16,  1.55it/s, loss=0.260, pair=9.586, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:16,  1.55it/s, loss=0.446, pair=9.148, adv=3.374, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:29,  1.40it/s, loss=0.446, pair=9.148, adv=3.374, sprd=0.02
Ep 004/60 [S1:deg_only]:  37%|▎| 123/333 [01:26<02:29,  1.40it/s, loss=0.279, pair=11.930, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:21,  1.47it/s, loss=0.279, pair=11.930, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:21,  1.47it/s, loss=0.405, pair=6.996, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:25,  1.43it/s, loss=0.405, pair=6.996, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:25,  1.43it/s, loss=0.267, pair=10.430, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:19,  1.48it/s, loss=0.267, pair=10.430, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 126/333 [01:28<02:19,  1.48it/s, loss=0.527, pair=9.336, adv=3.351, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:22,  1.44it/s, loss=0.527, pair=9.336, adv=3.351, sprd=0.02
Ep 004/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:22,  1.44it/s, loss=0.247, pair=10.523, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.247, pair=10.523, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.468, pair=8.844, adv=3.366, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:22,  1.43it/s, loss=0.468, pair=8.844, adv=3.366, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 129/333 [01:30<02:22,  1.43it/s, loss=0.245, pair=8.508, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:16,  1.48it/s, loss=0.245, pair=8.508, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:16,  1.48it/s, loss=0.306, pair=9.406, adv=3.340, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.306, pair=9.406, adv=3.340, sprd=0.02
Ep 004/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:21,  1.43it/s, loss=0.252, pair=10.906, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:15,  1.48it/s, loss=0.252, pair=10.906, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:15,  1.48it/s, loss=0.433, pair=6.672, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:19,  1.44it/s, loss=0.433, pair=6.672, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:19,  1.44it/s, loss=0.254, pair=8.664, adv=3.371, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:12,  1.51it/s, loss=0.254, pair=8.664, adv=3.371, sprd=0.02
Ep 004/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:12,  1.51it/s, loss=0.445, pair=9.938, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.445, pair=9.938, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:19,  1.42it/s, loss=0.305, pair=12.172, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:12,  1.48it/s, loss=0.305, pair=12.172, adv=3.411, sprd=0.0
Ep 004/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:12,  1.48it/s, loss=0.287, pair=9.672, adv=3.371, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.287, pair=9.672, adv=3.371, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:17,  1.43it/s, loss=0.242, pair=7.941, adv=3.361, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:11,  1.48it/s, loss=0.242, pair=7.941, adv=3.361, sprd=0.02
Ep 004/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:11,  1.48it/s, loss=0.365, pair=10.594, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.365, pair=10.594, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:15,  1.43it/s, loss=0.265, pair=10.211, adv=3.397, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:07,  1.51it/s, loss=0.265, pair=10.211, adv=3.397, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:07,  1.51it/s, loss=0.308, pair=12.039, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.308, pair=12.039, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.43it/s, loss=0.262, pair=9.508, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.262, pair=9.508, adv=3.354, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:08,  1.49it/s, loss=0.314, pair=12.672, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:12,  1.43it/s, loss=0.314, pair=12.672, adv=3.389, sprd=0.0
Ep 004/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:12,  1.43it/s, loss=0.246, pair=9.000, adv=3.362, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:05,  1.50it/s, loss=0.246, pair=9.000, adv=3.362, sprd=0.02
Ep 004/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:05,  1.50it/s, loss=0.511, pair=11.586, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:15,  1.39it/s, loss=0.511, pair=11.586, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:15,  1.39it/s, loss=0.237, pair=9.625, adv=3.390, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.237, pair=9.625, adv=3.390, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.653, pair=9.648, adv=3.401, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:14,  1.38it/s, loss=0.653, pair=9.648, adv=3.401, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:14,  1.38it/s, loss=0.237, pair=8.305, adv=3.391, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:07,  1.46it/s, loss=0.237, pair=8.305, adv=3.391, sprd=0.02
Ep 004/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:07,  1.46it/s, loss=0.920, pair=10.438, adv=3.351, sprd=0.0
Ep 004/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:14,  1.37it/s, loss=0.920, pair=10.438, adv=3.351, sprd=0.0
Ep 004/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:14,  1.37it/s, loss=0.239, pair=10.672, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.239, pair=10.672, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.285, pair=7.859, adv=3.410, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:09,  1.41it/s, loss=0.285, pair=7.859, adv=3.410, sprd=0.02
Ep 004/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:09,  1.41it/s, loss=0.242, pair=7.355, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:03,  1.47it/s, loss=0.242, pair=7.355, adv=3.385, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:03,  1.47it/s, loss=0.275, pair=5.383, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.275, pair=5.383, adv=3.389, sprd=0.02
Ep 004/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.243, pair=12.477, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:00,  1.48it/s, loss=0.243, pair=12.477, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:00,  1.48it/s, loss=0.290, pair=9.234, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.45it/s, loss=0.290, pair=9.234, adv=3.382, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:03,  1.45it/s, loss=0.245, pair=11.008, adv=3.356, sprd=0.0
Ep 004/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:57,  1.50it/s, loss=0.245, pair=11.008, adv=3.356, sprd=0.0
Ep 004/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:57,  1.50it/s, loss=0.389, pair=9.438, adv=3.417, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:01,  1.45it/s, loss=0.389, pair=9.438, adv=3.417, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:01,  1.45it/s, loss=0.250, pair=8.391, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:54,  1.52it/s, loss=0.250, pair=8.391, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:54,  1.52it/s, loss=0.286, pair=10.609, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<01:57,  1.48it/s, loss=0.286, pair=10.609, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<01:57,  1.48it/s, loss=0.229, pair=9.516, adv=3.339, sprd=0.02
Ep 004/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:52,  1.53it/s, loss=0.229, pair=9.516, adv=3.339, sprd=0.02
Ep 004/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:52,  1.53it/s, loss=0.286, pair=6.934, adv=3.373, sprd=0.02
Ep 004/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<01:58,  1.45it/s, loss=0.286, pair=6.934, adv=3.373, sprd=0.02
Ep 004/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<01:58,  1.45it/s, loss=0.239, pair=9.109, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:53,  1.50it/s, loss=0.239, pair=9.109, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:53,  1.50it/s, loss=0.293, pair=7.508, adv=3.387, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<01:56,  1.45it/s, loss=0.293, pair=7.508, adv=3.387, sprd=0.02
Ep 004/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:56,  1.45it/s, loss=0.237, pair=11.586, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:52,  1.50it/s, loss=0.237, pair=11.586, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:52,  1.50it/s, loss=0.335, pair=10.836, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:55,  1.45it/s, loss=0.335, pair=10.836, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:55,  1.45it/s, loss=0.242, pair=12.055, adv=3.345, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:50,  1.51it/s, loss=0.242, pair=12.055, adv=3.345, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:50,  1.51it/s, loss=0.326, pair=11.172, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:54,  1.46it/s, loss=0.326, pair=11.172, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:54,  1.46it/s, loss=0.245, pair=12.109, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.245, pair=12.109, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.304, pair=11.039, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:53,  1.44it/s, loss=0.304, pair=11.039, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:53,  1.44it/s, loss=0.237, pair=10.227, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.237, pair=10.227, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:48,  1.50it/s, loss=0.561, pair=10.195, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.43it/s, loss=0.561, pair=10.195, adv=3.378, sprd=0.0
Ep 004/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.43it/s, loss=0.254, pair=11.695, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:47,  1.50it/s, loss=0.254, pair=11.695, adv=3.402, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:47,  1.50it/s, loss=0.341, pair=8.281, adv=3.390, sprd=0.02
Ep 004/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:56,  1.37it/s, loss=0.341, pair=8.281, adv=3.390, sprd=0.02
Ep 004/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:56,  1.37it/s, loss=0.271, pair=11.594, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:49,  1.45it/s, loss=0.271, pair=11.594, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:49,  1.45it/s, loss=0.377, pair=11.438, adv=3.367, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:52,  1.40it/s, loss=0.377, pair=11.438, adv=3.367, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:52,  1.40it/s, loss=0.226, pair=12.258, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:44,  1.50it/s, loss=0.226, pair=12.258, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:44,  1.50it/s, loss=0.251, pair=9.422, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:50,  1.41it/s, loss=0.251, pair=9.422, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:50,  1.41it/s, loss=0.273, pair=10.703, adv=3.345, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:45,  1.47it/s, loss=0.273, pair=10.703, adv=3.345, sprd=0.0
Ep 004/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:45,  1.47it/s, loss=0.309, pair=11.312, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:48,  1.41it/s, loss=0.309, pair=11.312, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:48,  1.41it/s, loss=0.236, pair=6.941, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.236, pair=6.941, adv=3.356, sprd=0.02
Ep 004/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:42,  1.49it/s, loss=0.408, pair=7.711, adv=3.402, sprd=0.02
Ep 004/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:48,  1.40it/s, loss=0.408, pair=7.711, adv=3.402, sprd=0.02
Ep 004/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:48,  1.40it/s, loss=0.230, pair=11.375, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:42,  1.47it/s, loss=0.230, pair=11.375, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:42,  1.47it/s, loss=0.378, pair=12.359, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:49,  1.37it/s, loss=0.378, pair=12.359, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:49,  1.37it/s, loss=0.271, pair=5.508, adv=3.362, sprd=0.02
Ep 004/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:42,  1.45it/s, loss=0.271, pair=5.508, adv=3.362, sprd=0.02
Ep 004/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:42,  1.45it/s, loss=0.613, pair=9.945, adv=3.408, sprd=0.02
Ep 004/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:48,  1.37it/s, loss=0.613, pair=9.945, adv=3.408, sprd=0.02
Ep 004/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:48,  1.37it/s, loss=0.787, pair=8.492, adv=3.384, sprd=0.02
Ep 004/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:40,  1.47it/s, loss=0.787, pair=8.492, adv=3.384, sprd=0.02
Ep 004/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:40,  1.47it/s, loss=0.309, pair=9.547, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.309, pair=9.547, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:42,  1.42it/s, loss=0.244, pair=13.570, adv=3.355, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:37,  1.49it/s, loss=0.244, pair=13.570, adv=3.355, sprd=0.0
Ep 004/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:37,  1.49it/s, loss=0.318, pair=11.609, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:41,  1.41it/s, loss=0.318, pair=11.609, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:41,  1.41it/s, loss=0.252, pair=10.430, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:35,  1.49it/s, loss=0.252, pair=10.430, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:35,  1.49it/s, loss=0.309, pair=7.566, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.309, pair=7.566, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:39,  1.43it/s, loss=0.274, pair=10.578, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:34,  1.50it/s, loss=0.274, pair=10.578, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:34,  1.50it/s, loss=0.409, pair=11.055, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:38,  1.43it/s, loss=0.409, pair=11.055, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:38,  1.43it/s, loss=0.268, pair=12.828, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:34,  1.47it/s, loss=0.268, pair=12.828, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:34,  1.47it/s, loss=0.290, pair=8.375, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:37,  1.42it/s, loss=0.290, pair=8.375, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:37,  1.42it/s, loss=0.244, pair=11.039, adv=3.390, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:32,  1.49it/s, loss=0.244, pair=11.039, adv=3.390, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:32,  1.49it/s, loss=0.324, pair=10.203, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:34,  1.44it/s, loss=0.324, pair=10.203, adv=3.406, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:34,  1.44it/s, loss=0.253, pair=10.883, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:31,  1.48it/s, loss=0.253, pair=10.883, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:31,  1.48it/s, loss=0.333, pair=12.086, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:32,  1.45it/s, loss=0.333, pair=12.086, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:32,  1.45it/s, loss=0.228, pair=11.438, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:28,  1.50it/s, loss=0.228, pair=11.438, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:28,  1.50it/s, loss=0.255, pair=11.602, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:31,  1.44it/s, loss=0.255, pair=11.602, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:31,  1.44it/s, loss=0.227, pair=11.086, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.50it/s, loss=0.227, pair=11.086, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:27,  1.50it/s, loss=0.903, pair=14.852, adv=3.339, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:32,  1.40it/s, loss=0.903, pair=14.852, adv=3.339, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:32,  1.40it/s, loss=0.230, pair=10.398, adv=3.338, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:27,  1.48it/s, loss=0.230, pair=10.398, adv=3.338, sprd=0.0
Ep 004/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:27,  1.48it/s, loss=0.692, pair=6.484, adv=3.379, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:29,  1.43it/s, loss=0.692, pair=6.484, adv=3.379, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:29,  1.43it/s, loss=0.307, pair=7.207, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.307, pair=7.207, adv=3.368, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:24,  1.50it/s, loss=0.379, pair=8.555, adv=3.353, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.379, pair=8.555, adv=3.353, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:28,  1.42it/s, loss=0.220, pair=9.641, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:24,  1.47it/s, loss=0.220, pair=9.641, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:24,  1.47it/s, loss=0.369, pair=10.086, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.369, pair=10.086, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:26,  1.43it/s, loss=0.244, pair=10.055, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.48it/s, loss=0.244, pair=10.055, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.48it/s, loss=0.608, pair=10.828, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:24,  1.45it/s, loss=0.608, pair=10.828, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:24,  1.45it/s, loss=0.239, pair=10.953, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:19,  1.51it/s, loss=0.239, pair=10.953, adv=3.395, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:19,  1.51it/s, loss=0.257, pair=10.453, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.44it/s, loss=0.257, pair=10.453, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.44it/s, loss=0.210, pair=12.836, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:19,  1.51it/s, loss=0.210, pair=12.836, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:19,  1.51it/s, loss=0.404, pair=13.102, adv=3.356, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.404, pair=13.102, adv=3.356, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.43it/s, loss=0.248, pair=11.445, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.248, pair=11.445, adv=3.361, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:18,  1.49it/s, loss=0.527, pair=12.367, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:24,  1.37it/s, loss=0.527, pair=12.367, adv=3.375, sprd=0.0
Ep 004/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:24,  1.37it/s, loss=0.319, pair=7.715, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:20,  1.44it/s, loss=0.319, pair=7.715, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:20,  1.44it/s, loss=0.277, pair=11.898, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:21,  1.40it/s, loss=0.277, pair=11.898, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:21,  1.40it/s, loss=0.221, pair=7.609, adv=3.348, sprd=0.02
Ep 004/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.47it/s, loss=0.221, pair=7.609, adv=3.348, sprd=0.02
Ep 004/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.47it/s, loss=0.281, pair=7.957, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:19,  1.41it/s, loss=0.281, pair=7.957, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:19,  1.41it/s, loss=0.234, pair=12.648, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:15,  1.47it/s, loss=0.234, pair=12.648, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:15,  1.47it/s, loss=0.324, pair=11.305, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.43it/s, loss=0.324, pair=11.305, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.43it/s, loss=0.249, pair=11.961, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:13,  1.49it/s, loss=0.249, pair=11.961, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:13,  1.49it/s, loss=0.319, pair=6.000, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.319, pair=6.000, adv=3.383, sprd=0.02
Ep 004/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.43it/s, loss=0.253, pair=9.305, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.51it/s, loss=0.253, pair=9.305, adv=3.355, sprd=0.02
Ep 004/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.51it/s, loss=0.406, pair=8.078, adv=3.412, sprd=0.02
Ep 004/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:13,  1.44it/s, loss=0.406, pair=8.078, adv=3.412, sprd=0.02
Ep 004/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:13,  1.44it/s, loss=0.221, pair=10.570, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.49it/s, loss=0.221, pair=10.570, adv=3.366, sprd=0.0
Ep 004/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.49it/s, loss=0.300, pair=11.211, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.300, pair=11.211, adv=3.385, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.211, pair=11.055, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:09,  1.49it/s, loss=0.211, pair=11.055, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.49it/s, loss=0.324, pair=8.680, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:10,  1.44it/s, loss=0.324, pair=8.680, adv=3.369, sprd=0.02
Ep 004/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:10,  1.44it/s, loss=0.216, pair=7.637, adv=3.373, sprd=0.02
Ep 004/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:06,  1.53it/s, loss=0.216, pair=7.637, adv=3.373, sprd=0.02
Ep 004/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:06,  1.53it/s, loss=0.377, pair=11.141, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 233/333 [02:40<01:06,  1.51it/s, loss=0.377, pair=11.141, adv=3.408, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:06,  1.51it/s, loss=0.228, pair=11.570, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:04,  1.54it/s, loss=0.228, pair=11.570, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:04,  1.54it/s, loss=0.314, pair=8.336, adv=3.380, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:07,  1.46it/s, loss=0.314, pair=8.336, adv=3.380, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:07,  1.46it/s, loss=0.234, pair=12.812, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:03,  1.53it/s, loss=0.234, pair=12.812, adv=3.393, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:03,  1.53it/s, loss=0.232, pair=13.047, adv=3.362, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:06,  1.43it/s, loss=0.232, pair=13.047, adv=3.362, sprd=0.0
Ep 004/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:06,  1.43it/s, loss=0.223, pair=8.766, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.49it/s, loss=0.223, pair=8.766, adv=3.367, sprd=0.02
Ep 004/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:03,  1.49it/s, loss=0.330, pair=9.133, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.40it/s, loss=0.330, pair=9.133, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.40it/s, loss=0.219, pair=9.266, adv=3.364, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:03,  1.48it/s, loss=0.219, pair=9.266, adv=3.364, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:03,  1.48it/s, loss=0.237, pair=9.883, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:04,  1.42it/s, loss=0.237, pair=9.883, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:04,  1.42it/s, loss=0.248, pair=10.242, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.248, pair=10.242, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.262, pair=12.266, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:02,  1.45it/s, loss=0.262, pair=12.266, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:02,  1.45it/s, loss=0.232, pair=9.641, adv=3.393, sprd=0.02
Ep 004/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:58,  1.53it/s, loss=0.232, pair=9.641, adv=3.393, sprd=0.02
Ep 004/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:58,  1.53it/s, loss=0.246, pair=11.180, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:00,  1.45it/s, loss=0.246, pair=11.180, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:00,  1.45it/s, loss=0.279, pair=11.953, adv=3.351, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.279, pair=11.953, adv=3.351, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.279, pair=12.039, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<01:00,  1.43it/s, loss=0.279, pair=12.039, adv=3.358, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:00,  1.43it/s, loss=0.211, pair=12.891, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:56,  1.50it/s, loss=0.211, pair=12.891, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:56,  1.50it/s, loss=0.312, pair=9.984, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<01:00,  1.39it/s, loss=0.312, pair=9.984, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:00,  1.39it/s, loss=0.410, pair=11.469, adv=3.338, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:56,  1.47it/s, loss=0.410, pair=11.469, adv=3.338, sprd=0.0
Ep 004/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.47it/s, loss=0.243, pair=9.359, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.42it/s, loss=0.243, pair=9.359, adv=3.365, sprd=0.02
Ep 004/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.42it/s, loss=0.212, pair=8.336, adv=3.353, sprd=0.02
Ep 004/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:54,  1.48it/s, loss=0.212, pair=8.336, adv=3.353, sprd=0.02
Ep 004/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.48it/s, loss=0.233, pair=11.945, adv=3.346, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:56,  1.42it/s, loss=0.233, pair=11.945, adv=3.346, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.42it/s, loss=0.204, pair=10.539, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.49it/s, loss=0.204, pair=10.539, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.49it/s, loss=0.234, pair=11.930, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.234, pair=11.930, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.216, pair=10.312, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.51it/s, loss=0.216, pair=10.312, adv=3.360, sprd=0.0
Ep 004/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.51it/s, loss=0.358, pair=8.258, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.45it/s, loss=0.358, pair=8.258, adv=3.360, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.45it/s, loss=0.216, pair=8.195, adv=3.351, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 258/333 [02:57<00:49,  1.51it/s, loss=0.216, pair=8.195, adv=3.351, sprd=0.02
Ep 004/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:49,  1.51it/s, loss=0.240, pair=12.430, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:50,  1.45it/s, loss=0.240, pair=12.430, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:50,  1.45it/s, loss=0.196, pair=7.453, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:48,  1.51it/s, loss=0.196, pair=7.453, adv=3.377, sprd=0.02
Ep 004/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:48,  1.51it/s, loss=0.254, pair=11.820, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.44it/s, loss=0.254, pair=11.820, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.44it/s, loss=0.508, pair=11.930, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:47,  1.49it/s, loss=0.508, pair=11.930, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.49it/s, loss=0.349, pair=10.578, adv=3.368, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:48,  1.44it/s, loss=0.349, pair=10.578, adv=3.368, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:48,  1.44it/s, loss=0.194, pair=11.094, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:45,  1.51it/s, loss=0.194, pair=11.094, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:45,  1.51it/s, loss=0.293, pair=14.891, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 265/333 [03:02<00:46,  1.47it/s, loss=0.293, pair=14.891, adv=3.410, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:46,  1.47it/s, loss=0.219, pair=10.789, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:43,  1.53it/s, loss=0.219, pair=10.789, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:43,  1.53it/s, loss=0.268, pair=13.617, adv=3.359, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.46it/s, loss=0.268, pair=13.617, adv=3.359, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.46it/s, loss=0.225, pair=10.508, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:42,  1.52it/s, loss=0.225, pair=10.508, adv=3.381, sprd=0.0
Ep 004/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:42,  1.52it/s, loss=0.330, pair=11.469, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.43it/s, loss=0.330, pair=11.469, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.43it/s, loss=0.218, pair=10.719, adv=3.335, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.48it/s, loss=0.218, pair=10.719, adv=3.335, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.48it/s, loss=0.336, pair=11.891, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 271/333 [03:06<00:43,  1.43it/s, loss=0.336, pair=11.891, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:43,  1.43it/s, loss=0.199, pair=10.000, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:40,  1.49it/s, loss=0.199, pair=10.000, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.49it/s, loss=0.347, pair=9.609, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.347, pair=9.609, adv=3.375, sprd=0.02
Ep 004/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.214, pair=13.633, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 274/333 [03:08<00:39,  1.49it/s, loss=0.214, pair=13.633, adv=3.391, sprd=0.0
Ep 004/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:39,  1.49it/s, loss=0.347, pair=13.023, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:39,  1.46it/s, loss=0.347, pair=13.023, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:39,  1.46it/s, loss=0.224, pair=6.113, adv=3.338, sprd=0.02
Ep 004/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:38,  1.50it/s, loss=0.224, pair=6.113, adv=3.338, sprd=0.02
Ep 004/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:38,  1.50it/s, loss=0.249, pair=8.180, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  83%|▊| 277/333 [03:10<00:38,  1.44it/s, loss=0.249, pair=8.180, adv=3.395, sprd=0.02
Ep 004/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:38,  1.44it/s, loss=0.239, pair=11.867, adv=3.352, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:37,  1.48it/s, loss=0.239, pair=11.867, adv=3.352, sprd=0.0
Ep 004/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.599, pair=11.500, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:38,  1.39it/s, loss=0.599, pair=11.500, adv=3.376, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:38,  1.39it/s, loss=0.239, pair=8.219, adv=3.362, sprd=0.01
Ep 004/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.47it/s, loss=0.239, pair=8.219, adv=3.362, sprd=0.01
Ep 004/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.47it/s, loss=0.357, pair=12.789, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 281/333 [03:13<00:36,  1.42it/s, loss=0.357, pair=12.789, adv=3.398, sprd=0.0
Ep 004/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.203, pair=13.414, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.203, pair=13.414, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.49it/s, loss=0.245, pair=14.852, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:34,  1.45it/s, loss=0.245, pair=14.852, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:34,  1.45it/s, loss=0.213, pair=12.172, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 284/333 [03:15<00:32,  1.50it/s, loss=0.213, pair=12.172, adv=3.365, sprd=0.0
Ep 004/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.50it/s, loss=0.252, pair=11.500, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:33,  1.45it/s, loss=0.252, pair=11.500, adv=3.400, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.45it/s, loss=0.207, pair=11.164, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:30,  1.52it/s, loss=0.207, pair=11.164, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:30,  1.52it/s, loss=0.384, pair=13.320, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 287/333 [03:17<00:33,  1.37it/s, loss=0.384, pair=13.320, adv=3.349, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:33,  1.37it/s, loss=0.198, pair=13.391, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:30,  1.46it/s, loss=0.198, pair=13.391, adv=3.363, sprd=0.0
Ep 004/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.46it/s, loss=0.241, pair=13.141, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.241, pair=13.141, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.209, pair=18.172, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 290/333 [03:19<00:29,  1.48it/s, loss=0.209, pair=18.172, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:29,  1.48it/s, loss=0.367, pair=14.320, adv=3.357, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:29,  1.41it/s, loss=0.367, pair=14.320, adv=3.357, sprd=0.0
Ep 004/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.198, pair=17.594, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.47it/s, loss=0.198, pair=17.594, adv=3.409, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.47it/s, loss=0.233, pair=10.492, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.233, pair=10.492, adv=3.382, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.203, pair=10.680, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 294/333 [03:22<00:26,  1.46it/s, loss=0.203, pair=10.680, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.46it/s, loss=0.550, pair=12.398, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.550, pair=12.398, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.223, pair=14.680, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.49it/s, loss=0.223, pair=14.680, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.49it/s, loss=0.259, pair=8.727, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  89%|▉| 297/333 [03:24<00:24,  1.45it/s, loss=0.259, pair=8.727, adv=3.370, sprd=0.02
Ep 004/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:24,  1.45it/s, loss=0.213, pair=10.234, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:22,  1.53it/s, loss=0.213, pair=10.234, adv=3.420, sprd=0.0
Ep 004/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:22,  1.53it/s, loss=0.223, pair=16.125, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.45it/s, loss=0.223, pair=16.125, adv=3.388, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.45it/s, loss=0.209, pair=13.336, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 300/333 [03:26<00:21,  1.52it/s, loss=0.209, pair=13.336, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:21,  1.52it/s, loss=0.220, pair=17.812, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.45it/s, loss=0.220, pair=17.812, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.45it/s, loss=0.213, pair=10.711, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.52it/s, loss=0.213, pair=10.711, adv=3.354, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.52it/s, loss=0.270, pair=11.312, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 303/333 [03:28<00:21,  1.38it/s, loss=0.270, pair=11.312, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.38it/s, loss=0.214, pair=16.484, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.46it/s, loss=0.214, pair=16.484, adv=3.364, sprd=0.0
Ep 004/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.46it/s, loss=0.385, pair=14.516, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:20,  1.36it/s, loss=0.385, pair=14.516, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:20,  1.36it/s, loss=0.225, pair=11.156, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 306/333 [03:30<00:18,  1.44it/s, loss=0.225, pair=11.156, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.44it/s, loss=0.254, pair=9.797, adv=3.371, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 307/333 [03:31<00:18,  1.41it/s, loss=0.254, pair=9.797, adv=3.371, sprd=0.01
Ep 004/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.41it/s, loss=0.475, pair=11.180, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.49it/s, loss=0.475, pair=11.180, adv=3.372, sprd=0.0
Ep 004/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.49it/s, loss=0.283, pair=8.414, adv=3.395, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:17,  1.36it/s, loss=0.283, pair=8.414, adv=3.395, sprd=0.01
Ep 004/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:17,  1.36it/s, loss=0.227, pair=13.336, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 310/333 [03:33<00:16,  1.43it/s, loss=0.227, pair=13.336, adv=3.373, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:16,  1.43it/s, loss=0.246, pair=13.812, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:16,  1.37it/s, loss=0.246, pair=13.812, adv=3.353, sprd=0.0
Ep 004/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:16,  1.37it/s, loss=0.212, pair=12.484, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.46it/s, loss=0.212, pair=12.484, adv=3.384, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.46it/s, loss=0.276, pair=13.836, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 313/333 [03:35<00:14,  1.41it/s, loss=0.276, pair=13.836, adv=3.370, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.205, pair=12.383, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.47it/s, loss=0.205, pair=12.383, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.47it/s, loss=0.294, pair=12.391, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.294, pair=12.391, adv=3.377, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.187, pair=12.500, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 316/333 [03:37<00:11,  1.49it/s, loss=0.187, pair=12.500, adv=3.371, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.399, pair=13.703, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.399, pair=13.703, adv=3.374, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.44it/s, loss=0.216, pair=15.195, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:09,  1.51it/s, loss=0.216, pair=15.195, adv=3.380, sprd=0.0
Ep 004/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:09,  1.51it/s, loss=0.256, pair=9.602, adv=3.376, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 319/333 [03:39<00:09,  1.46it/s, loss=0.256, pair=9.602, adv=3.376, sprd=0.01
Ep 004/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.46it/s, loss=0.216, pair=11.984, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.216, pair=11.984, adv=3.399, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.52it/s, loss=0.269, pair=13.523, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.269, pair=13.523, adv=3.401, sprd=0.0
Ep 004/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.40it/s, loss=0.210, pair=13.930, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.210, pair=13.930, adv=3.392, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.279, pair=7.609, adv=3.397, sprd=0.01
Ep 004/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.279, pair=7.609, adv=3.397, sprd=0.01
Ep 004/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:07,  1.42it/s, loss=0.489, pair=16.812, adv=3.333, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.50it/s, loss=0.489, pair=16.812, adv=3.333, sprd=0.0
Ep 004/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.50it/s, loss=0.224, pair=9.656, adv=3.375, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.224, pair=9.656, adv=3.375, sprd=0.01
Ep 004/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.225, pair=14.945, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.48it/s, loss=0.225, pair=14.945, adv=3.369, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.48it/s, loss=0.314, pair=10.086, adv=3.344, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.314, pair=10.086, adv=3.344, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.235, pair=17.609, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.235, pair=17.609, adv=3.379, sprd=0.0
Ep 004/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.48it/s, loss=1.147, pair=11.250, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 329/333 [03:46<00:02,  1.39it/s, loss=1.147, pair=11.250, adv=3.386, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.39it/s, loss=0.252, pair=11.859, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.252, pair=11.859, adv=3.387, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.509, pair=11.336, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.38it/s, loss=0.509, pair=11.336, adv=3.404, sprd=0.0
Ep 004/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.38it/s, loss=0.198, pair=11.234, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.198, pair=11.234, adv=3.394, sprd=0.0
Ep 004/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.48it/s, loss=0.314, pair=7.707, adv=3.389, sprd=0.01
Ep 004/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.42it/s, loss=0.314, pair=7.707, adv=3.389, sprd=0.01
                                                                                                              
Epoch 004/60 [S1:deg_only]  loss=0.3125  mat=0.3526  sens=10.7985  pair=9.7894  adv=3.3764(rand=3.37)  deg=0.0523  orth=0.0415  spread=0.0236  q_mean=50.2  q_std=8.4  α=0.10 β=0.00 γ=1.00 λ_grl=0.245  lr=9.94e-05  230s

Ep 005/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 005/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.230, pair=10.781, adv=3.368, sprd=0.018]
Ep 005/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:16,  1.13s/it, loss=0.230, pair=10.781, adv=3.368, sprd=0.018
Ep 005/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:16,  1.13s/it, loss=0.185, pair=13.102, adv=3.372, sprd=0.017
Ep 005/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:28,  1.23it/s, loss=0.185, pair=13.102, adv=3.372, sprd=0.017
Ep 005/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:28,  1.23it/s, loss=0.425, pair=6.836, adv=3.396, sprd=0.017]
Ep 005/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:36,  1.19it/s, loss=0.425, pair=6.836, adv=3.396, sprd=0.017]
Ep 005/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:36,  1.19it/s, loss=0.211, pair=14.922, adv=3.381, sprd=0.017
Ep 005/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:05,  1.34it/s, loss=0.211, pair=14.922, adv=3.381, sprd=0.017
Ep 005/60 [S1:deg_only]:   1%| | 4/333 [00:04<04:05,  1.34it/s, loss=0.226, pair=10.297, adv=3.377, sprd=0.018
Ep 005/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:11,  1.30it/s, loss=0.226, pair=10.297, adv=3.377, sprd=0.018
Ep 005/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:11,  1.30it/s, loss=0.186, pair=7.219, adv=3.385, sprd=0.017]
Ep 005/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:51,  1.41it/s, loss=0.186, pair=7.219, adv=3.385, sprd=0.017]
Ep 005/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:51,  1.41it/s, loss=0.473, pair=8.695, adv=3.394, sprd=0.017]
Ep 005/60 [S1:deg_only]:   2%| | 7/333 [00:05<04:04,  1.34it/s, loss=0.473, pair=8.695, adv=3.394, sprd=0.017]
Ep 005/60 [S1:deg_only]:   2%| | 7/333 [00:06<04:04,  1.34it/s, loss=0.183, pair=15.852, adv=3.401, sprd=0.018
Ep 005/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:46,  1.44it/s, loss=0.183, pair=15.852, adv=3.401, sprd=0.018
Ep 005/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:46,  1.44it/s, loss=0.315, pair=13.312, adv=3.378, sprd=0.017
Ep 005/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:54,  1.38it/s, loss=0.315, pair=13.312, adv=3.378, sprd=0.017
Ep 005/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:54,  1.38it/s, loss=0.184, pair=9.203, adv=3.377, sprd=0.017]
Ep 005/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:40,  1.46it/s, loss=0.184, pair=9.203, adv=3.377, sprd=0.017
Ep 005/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:40,  1.46it/s, loss=0.290, pair=12.203, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:56,  1.36it/s, loss=0.290, pair=12.203, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:56,  1.36it/s, loss=0.177, pair=17.359, adv=3.379, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:38,  1.47it/s, loss=0.177, pair=17.359, adv=3.379, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:38,  1.47it/s, loss=0.415, pair=9.602, adv=3.384, sprd=0.018
Ep 005/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:51,  1.38it/s, loss=0.415, pair=9.602, adv=3.384, sprd=0.018
Ep 005/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:51,  1.38it/s, loss=0.188, pair=12.969, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:38,  1.46it/s, loss=0.188, pair=12.969, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:   4%| | 14/333 [00:11<03:38,  1.46it/s, loss=0.272, pair=11.781, adv=3.378, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:51,  1.37it/s, loss=0.272, pair=11.781, adv=3.378, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:51,  1.37it/s, loss=0.200, pair=13.430, adv=3.334, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:40,  1.44it/s, loss=0.200, pair=13.430, adv=3.334, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:40,  1.44it/s, loss=0.223, pair=12.992, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:46,  1.40it/s, loss=0.223, pair=12.992, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:46,  1.40it/s, loss=0.200, pair=11.203, adv=3.380, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:32,  1.48it/s, loss=0.200, pair=11.203, adv=3.380, sprd=0.01
Ep 005/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:32,  1.48it/s, loss=0.219, pair=10.875, adv=3.380, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:36,  1.45it/s, loss=0.219, pair=10.875, adv=3.380, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:36,  1.45it/s, loss=0.207, pair=11.320, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.207, pair=11.320, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 20/333 [00:15<03:29,  1.50it/s, loss=0.285, pair=15.492, adv=3.348, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:38,  1.43it/s, loss=0.285, pair=15.492, adv=3.348, sprd=0.01
Ep 005/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:38,  1.43it/s, loss=0.181, pair=10.133, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:26,  1.50it/s, loss=0.181, pair=10.133, adv=3.367, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:26,  1.50it/s, loss=0.240, pair=15.180, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.240, pair=15.180, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:   7%| | 23/333 [00:17<03:35,  1.44it/s, loss=0.195, pair=8.234, adv=3.394, sprd=0.017
Ep 005/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:26,  1.50it/s, loss=0.195, pair=8.234, adv=3.394, sprd=0.017
Ep 005/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:26,  1.50it/s, loss=0.204, pair=13.648, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:30,  1.46it/s, loss=0.204, pair=13.648, adv=3.397, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:30,  1.46it/s, loss=0.179, pair=8.914, adv=3.373, sprd=0.016
Ep 005/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:22,  1.52it/s, loss=0.179, pair=8.914, adv=3.373, sprd=0.016
Ep 005/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:22,  1.52it/s, loss=0.230, pair=15.359, adv=3.382, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:32,  1.44it/s, loss=0.230, pair=15.359, adv=3.382, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:32,  1.44it/s, loss=0.171, pair=11.797, adv=3.369, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:22,  1.51it/s, loss=0.171, pair=11.797, adv=3.369, sprd=0.01
Ep 005/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:22,  1.51it/s, loss=0.232, pair=17.234, adv=3.383, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:30,  1.44it/s, loss=0.232, pair=17.234, adv=3.383, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:30,  1.44it/s, loss=0.178, pair=8.719, adv=3.378, sprd=0.016
Ep 005/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:22,  1.50it/s, loss=0.178, pair=8.719, adv=3.378, sprd=0.016
Ep 005/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:22,  1.50it/s, loss=0.246, pair=11.273, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:29,  1.44it/s, loss=0.246, pair=11.273, adv=3.391, sprd=0.01
Ep 005/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:29,  1.44it/s, loss=0.177, pair=13.484, adv=3.372, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:21,  1.50it/s, loss=0.177, pair=13.484, adv=3.372, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:21,  1.50it/s, loss=0.248, pair=12.141, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:28,  1.44it/s, loss=0.248, pair=12.141, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:28,  1.44it/s, loss=0.194, pair=13.430, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:16,  1.52it/s, loss=0.194, pair=13.430, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:16,  1.52it/s, loss=0.276, pair=13.078, adv=3.365, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:25,  1.45it/s, loss=0.276, pair=13.078, adv=3.365, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:25,  1.45it/s, loss=0.193, pair=10.594, adv=3.352, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:17,  1.50it/s, loss=0.193, pair=10.594, adv=3.352, sprd=0.01
Ep 005/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:17,  1.50it/s, loss=0.211, pair=9.266, adv=3.369, sprd=0.016
Ep 005/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:27,  1.43it/s, loss=0.211, pair=9.266, adv=3.369, sprd=0.016
Ep 005/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:27,  1.43it/s, loss=0.181, pair=9.492, adv=3.393, sprd=0.016
Ep 005/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:16,  1.50it/s, loss=0.181, pair=9.492, adv=3.393, sprd=0.016
Ep 005/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:16,  1.50it/s, loss=0.253, pair=14.297, adv=3.329, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:33,  1.38it/s, loss=0.253, pair=14.297, adv=3.329, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 39/333 [00:28<03:33,  1.38it/s, loss=0.189, pair=12.789, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:20,  1.46it/s, loss=0.189, pair=12.789, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:20,  1.46it/s, loss=0.228, pair=16.297, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:28,  1.40it/s, loss=0.228, pair=16.297, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:28,  1.40it/s, loss=0.188, pair=14.008, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:18,  1.47it/s, loss=0.188, pair=14.008, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:18,  1.47it/s, loss=0.614, pair=13.852, adv=3.317, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.41it/s, loss=0.614, pair=13.852, adv=3.317, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.41it/s, loss=0.168, pair=14.664, adv=3.360, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:15,  1.48it/s, loss=0.168, pair=14.664, adv=3.360, sprd=0.01
Ep 005/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:15,  1.48it/s, loss=0.384, pair=14.508, adv=3.327, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:23,  1.42it/s, loss=0.384, pair=14.508, adv=3.327, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:23,  1.42it/s, loss=0.182, pair=11.305, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.47it/s, loss=0.182, pair=11.305, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.47it/s, loss=0.230, pair=14.023, adv=3.417, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:20,  1.42it/s, loss=0.230, pair=14.023, adv=3.417, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:20,  1.42it/s, loss=0.180, pair=14.945, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:14,  1.47it/s, loss=0.180, pair=14.945, adv=3.386, sprd=0.01
Ep 005/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:14,  1.47it/s, loss=0.810, pair=9.211, adv=3.392, sprd=0.016
Ep 005/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.43it/s, loss=0.810, pair=9.211, adv=3.392, sprd=0.016
Ep 005/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.43it/s, loss=0.173, pair=11.078, adv=3.349, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:06,  1.52it/s, loss=0.173, pair=11.078, adv=3.349, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:06,  1.52it/s, loss=0.239, pair=14.656, adv=3.388, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:16,  1.43it/s, loss=0.239, pair=14.656, adv=3.388, sprd=0.01
Ep 005/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:16,  1.43it/s, loss=0.213, pair=12.453, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:08,  1.49it/s, loss=0.213, pair=12.453, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 52/333 [00:37<03:08,  1.49it/s, loss=0.203, pair=16.203, adv=3.401, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:17,  1.42it/s, loss=0.203, pair=16.203, adv=3.401, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:17,  1.42it/s, loss=0.168, pair=15.320, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:09,  1.47it/s, loss=0.168, pair=15.320, adv=3.381, sprd=0.01
Ep 005/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.219, pair=14.562, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.219, pair=14.562, adv=3.368, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 55/333 [00:39<03:14,  1.43it/s, loss=0.189, pair=14.633, adv=3.394, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.189, pair=14.633, adv=3.394, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.696, pair=12.102, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:18,  1.39it/s, loss=0.696, pair=12.102, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:18,  1.39it/s, loss=0.218, pair=9.656, adv=3.413, sprd=0.016
Ep 005/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:03,  1.49it/s, loss=0.218, pair=9.656, adv=3.413, sprd=0.016
Ep 005/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:03,  1.49it/s, loss=0.311, pair=13.211, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.43it/s, loss=0.311, pair=13.211, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.43it/s, loss=0.173, pair=10.969, adv=3.389, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:00,  1.51it/s, loss=0.173, pair=10.969, adv=3.389, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:00,  1.51it/s, loss=0.274, pair=12.008, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:07,  1.45it/s, loss=0.274, pair=12.008, adv=3.377, sprd=0.01
Ep 005/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:07,  1.45it/s, loss=0.194, pair=12.609, adv=3.372, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.194, pair=12.609, adv=3.372, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.208, pair=13.047, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:09,  1.42it/s, loss=0.208, pair=13.047, adv=3.362, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:09,  1.42it/s, loss=0.180, pair=14.219, adv=3.369, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:00,  1.49it/s, loss=0.180, pair=14.219, adv=3.369, sprd=0.01
Ep 005/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:00,  1.49it/s, loss=0.273, pair=14.938, adv=3.375, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:11,  1.40it/s, loss=0.273, pair=14.938, adv=3.375, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:11,  1.40it/s, loss=0.221, pair=14.406, adv=3.408, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:03,  1.46it/s, loss=0.221, pair=14.406, adv=3.408, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:03,  1.46it/s, loss=0.251, pair=13.977, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:06,  1.42it/s, loss=0.251, pair=13.977, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:06,  1.42it/s, loss=0.216, pair=10.898, adv=3.402, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:57,  1.49it/s, loss=0.216, pair=10.898, adv=3.402, sprd=0.01
Ep 005/60 [S1:deg_only]:  20%|▏| 68/333 [00:48<02:57,  1.49it/s, loss=0.252, pair=12.781, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:03,  1.44it/s, loss=0.252, pair=12.781, adv=3.366, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:03,  1.44it/s, loss=0.219, pair=15.344, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:55,  1.50it/s, loss=0.219, pair=15.344, adv=3.404, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:55,  1.50it/s, loss=0.317, pair=13.242, adv=3.394, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.317, pair=13.242, adv=3.394, sprd=0.01
Ep 005/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.182, pair=16.141, adv=3.376, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:54,  1.50it/s, loss=0.182, pair=16.141, adv=3.376, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:54,  1.50it/s, loss=0.239, pair=17.062, adv=3.401, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:03,  1.42it/s, loss=0.239, pair=17.062, adv=3.401, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:03,  1.42it/s, loss=0.191, pair=13.406, adv=3.380, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:53,  1.49it/s, loss=0.191, pair=13.406, adv=3.380, sprd=0.01
Ep 005/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:53,  1.49it/s, loss=0.201, pair=15.094, adv=3.374, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:00,  1.43it/s, loss=0.201, pair=15.094, adv=3.374, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:00,  1.43it/s, loss=0.353, pair=13.180, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:52,  1.49it/s, loss=0.353, pair=13.180, adv=3.350, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:52,  1.49it/s, loss=0.621, pair=13.117, adv=3.407, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<03:01,  1.41it/s, loss=0.621, pair=13.117, adv=3.407, sprd=0.01
Ep 005/60 [S1:deg_only]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.200, pair=9.859, adv=3.393, sprd=0.015
Ep 005/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.200, pair=9.859, adv=3.393, sprd=0.015
Ep 005/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.228, pair=11.586, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:59,  1.42it/s, loss=0.228, pair=11.586, adv=3.390, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.42it/s, loss=0.222, pair=16.047, adv=3.388, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:48,  1.50it/s, loss=0.222, pair=16.047, adv=3.388, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:48,  1.50it/s, loss=0.301, pair=14.523, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:55,  1.44it/s, loss=0.301, pair=14.523, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:55,  1.44it/s, loss=0.175, pair=11.406, adv=3.332, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:47,  1.49it/s, loss=0.175, pair=11.406, adv=3.332, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:47,  1.49it/s, loss=0.224, pair=13.891, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.224, pair=13.891, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:53,  1.44it/s, loss=0.174, pair=12.148, adv=3.387, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:43,  1.52it/s, loss=0.174, pair=12.148, adv=3.387, sprd=0.01
Ep 005/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:43,  1.52it/s, loss=0.346, pair=14.422, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:50,  1.45it/s, loss=0.346, pair=14.422, adv=3.356, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:50,  1.45it/s, loss=0.197, pair=16.516, adv=3.371, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:46,  1.49it/s, loss=0.197, pair=16.516, adv=3.371, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:46,  1.49it/s, loss=0.274, pair=9.156, adv=3.359, sprd=0.015
Ep 005/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:58,  1.38it/s, loss=0.274, pair=9.156, adv=3.359, sprd=0.015
Ep 005/60 [S1:deg_only]:  26%|▎| 87/333 [01:01<02:58,  1.38it/s, loss=0.195, pair=13.289, adv=3.387, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:47,  1.46it/s, loss=0.195, pair=13.289, adv=3.387, sprd=0.01
Ep 005/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:47,  1.46it/s, loss=0.195, pair=11.234, adv=3.405, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:53,  1.41it/s, loss=0.195, pair=11.234, adv=3.405, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:53,  1.41it/s, loss=0.170, pair=9.820, adv=3.386, sprd=0.015
Ep 005/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:44,  1.48it/s, loss=0.170, pair=9.820, adv=3.386, sprd=0.015
Ep 005/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:44,  1.48it/s, loss=0.305, pair=10.148, adv=3.365, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:55,  1.38it/s, loss=0.305, pair=10.148, adv=3.365, sprd=0.01
Ep 005/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:55,  1.38it/s, loss=0.168, pair=19.109, adv=3.379, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:44,  1.46it/s, loss=0.168, pair=19.109, adv=3.379, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:44,  1.46it/s, loss=0.272, pair=14.141, adv=3.400, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:49,  1.42it/s, loss=0.272, pair=14.141, adv=3.400, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:49,  1.42it/s, loss=0.168, pair=15.320, adv=3.395, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:40,  1.48it/s, loss=0.168, pair=15.320, adv=3.395, sprd=0.01
Ep 005/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:40,  1.48it/s, loss=0.306, pair=17.953, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=0.306, pair=17.953, adv=3.393, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.169, pair=10.898, adv=3.402, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:36,  1.51it/s, loss=0.169, pair=10.898, adv=3.402, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:36,  1.51it/s, loss=0.194, pair=16.641, adv=3.403, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:41,  1.46it/s, loss=0.194, pair=16.641, adv=3.403, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:41,  1.46it/s, loss=0.168, pair=12.430, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:34,  1.52it/s, loss=0.168, pair=12.430, adv=3.385, sprd=0.01
Ep 005/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:34,  1.52it/s, loss=0.257, pair=11.820, adv=3.396, sprd=0.01
Ep 005/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.257, pair=11.820, adv=3.396, sprd=0.01
Ep 005/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:43,  1.43it/s, loss=0.154, pair=13.227, adv=3.406, sprd=0.01
Ep 005/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:36,  1.49it/s, loss=0.154, pair=13.227, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 100/333 [01:10<02:36,  1.49it/s, loss=0.280, pair=13.930, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:45,  1.40it/s, loss=0.280, pair=13.930, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:45,  1.40it/s, loss=0.171, pair=17.859, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:37,  1.47it/s, loss=0.171, pair=17.859, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:37,  1.47it/s, loss=0.308, pair=15.180, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.308, pair=15.180, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.159, pair=16.125, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:33,  1.49it/s, loss=0.159, pair=16.125, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:33,  1.49it/s, loss=0.244, pair=17.844, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:36,  1.46it/s, loss=0.244, pair=17.844, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:36,  1.46it/s, loss=0.154, pair=15.523, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.154, pair=15.523, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:32,  1.49it/s, loss=0.188, pair=17.172, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.188, pair=17.172, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.187, pair=14.203, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:29,  1.51it/s, loss=0.187, pair=14.203, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:29,  1.51it/s, loss=0.223, pair=12.992, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:37,  1.42it/s, loss=0.223, pair=12.992, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:37,  1.42it/s, loss=0.192, pair=11.289, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:32,  1.47it/s, loss=0.192, pair=11.289, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:32,  1.47it/s, loss=0.474, pair=15.047, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:35,  1.43it/s, loss=0.474, pair=15.047, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:35,  1.43it/s, loss=0.195, pair=19.797, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:27,  1.50it/s, loss=0.195, pair=19.797, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:27,  1.50it/s, loss=0.231, pair=17.688, adv=3.350, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.44it/s, loss=0.231, pair=17.688, adv=3.350, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.44it/s, loss=0.169, pair=14.750, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:23,  1.52it/s, loss=0.169, pair=14.750, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:23,  1.52it/s, loss=0.197, pair=13.016, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:30,  1.45it/s, loss=0.197, pair=13.016, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:30,  1.45it/s, loss=0.181, pair=11.727, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:21,  1.54it/s, loss=0.181, pair=11.727, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:21,  1.54it/s, loss=0.533, pair=12.117, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:29,  1.44it/s, loss=0.533, pair=12.117, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:29,  1.44it/s, loss=0.150, pair=10.367, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:21,  1.52it/s, loss=0.150, pair=10.367, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:21,  1.52it/s, loss=0.189, pair=15.391, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:26,  1.47it/s, loss=0.189, pair=15.391, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:26,  1.47it/s, loss=0.177, pair=17.219, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:19,  1.53it/s, loss=0.177, pair=17.219, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:19,  1.53it/s, loss=0.218, pair=12.883, adv=3.408, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:26,  1.45it/s, loss=0.218, pair=12.883, adv=3.408, sprd=0.0
Ep 005/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:26,  1.45it/s, loss=0.189, pair=18.641, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:20,  1.50it/s, loss=0.189, pair=18.641, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:20,  1.50it/s, loss=0.293, pair=10.695, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 123/333 [01:24<02:26,  1.43it/s, loss=0.293, pair=10.695, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:26,  1.43it/s, loss=0.219, pair=13.008, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:21,  1.48it/s, loss=0.219, pair=13.008, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:21,  1.48it/s, loss=0.285, pair=17.109, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:32,  1.37it/s, loss=0.285, pair=17.109, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:32,  1.37it/s, loss=0.184, pair=19.703, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:23,  1.45it/s, loss=0.184, pair=19.703, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:23,  1.45it/s, loss=0.221, pair=15.953, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:26,  1.41it/s, loss=0.221, pair=15.953, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:26,  1.41it/s, loss=0.173, pair=17.453, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.173, pair=17.453, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.182, pair=9.078, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.45it/s, loss=0.182, pair=9.078, adv=3.392, sprd=0.01
Ep 005/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.45it/s, loss=0.170, pair=10.680, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:14,  1.51it/s, loss=0.170, pair=10.680, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.561, pair=12.180, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:22,  1.41it/s, loss=0.561, pair=12.180, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:22,  1.41it/s, loss=0.167, pair=12.531, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.167, pair=12.531, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.223, pair=14.820, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 133/333 [01:31<02:21,  1.42it/s, loss=0.223, pair=14.820, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:21,  1.42it/s, loss=0.161, pair=16.797, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:14,  1.48it/s, loss=0.161, pair=16.797, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:14,  1.48it/s, loss=0.183, pair=12.273, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.183, pair=12.273, adv=3.358, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.186, pair=10.812, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 136/333 [01:33<02:11,  1.50it/s, loss=0.186, pair=10.812, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:11,  1.50it/s, loss=0.231, pair=13.000, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:18,  1.41it/s, loss=0.231, pair=13.000, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:18,  1.41it/s, loss=0.206, pair=9.773, adv=3.364, sprd=0.01
Ep 005/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:13,  1.46it/s, loss=0.206, pair=9.773, adv=3.364, sprd=0.01
Ep 005/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:13,  1.46it/s, loss=0.226, pair=11.727, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.226, pair=11.727, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.165, pair=17.906, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:10,  1.48it/s, loss=0.165, pair=17.906, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.206, pair=16.016, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.42it/s, loss=0.206, pair=16.016, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.42it/s, loss=0.171, pair=11.133, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:07,  1.49it/s, loss=0.171, pair=11.133, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:07,  1.49it/s, loss=0.190, pair=13.867, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:15,  1.40it/s, loss=0.190, pair=13.867, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:15,  1.40it/s, loss=0.143, pair=14.602, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:08,  1.48it/s, loss=0.143, pair=14.602, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:08,  1.48it/s, loss=0.186, pair=11.898, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:12,  1.42it/s, loss=0.186, pair=11.898, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:12,  1.42it/s, loss=0.148, pair=15.938, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:07,  1.47it/s, loss=0.148, pair=15.938, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.275, pair=13.750, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:15,  1.38it/s, loss=0.275, pair=13.750, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:15,  1.38it/s, loss=0.182, pair=14.312, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:04,  1.49it/s, loss=0.182, pair=14.312, adv=3.409, sprd=0.0
Ep 005/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:04,  1.49it/s, loss=0.179, pair=14.484, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 149/333 [01:42<02:09,  1.42it/s, loss=0.179, pair=14.484, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:09,  1.42it/s, loss=0.159, pair=14.023, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.159, pair=14.023, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:03,  1.48it/s, loss=0.251, pair=16.453, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:12,  1.38it/s, loss=0.251, pair=16.453, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:12,  1.38it/s, loss=0.223, pair=14.469, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 152/333 [01:44<02:02,  1.47it/s, loss=0.223, pair=14.469, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:02,  1.47it/s, loss=0.164, pair=11.812, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:07,  1.41it/s, loss=0.164, pair=11.812, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.132, pair=19.203, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:01,  1.47it/s, loss=0.132, pair=19.203, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:01,  1.47it/s, loss=0.296, pair=19.312, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:05,  1.42it/s, loss=0.296, pair=19.312, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:05,  1.42it/s, loss=0.169, pair=15.062, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:59,  1.48it/s, loss=0.169, pair=15.062, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:59,  1.48it/s, loss=0.222, pair=15.742, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:07,  1.38it/s, loss=0.222, pair=15.742, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:07,  1.38it/s, loss=0.148, pair=12.078, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<02:00,  1.46it/s, loss=0.148, pair=12.078, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<02:00,  1.46it/s, loss=0.195, pair=19.141, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:03,  1.41it/s, loss=0.195, pair=19.141, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.149, pair=13.258, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:57,  1.48it/s, loss=0.149, pair=13.258, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:57,  1.48it/s, loss=0.293, pair=16.188, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.293, pair=16.188, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.146, pair=11.781, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:55,  1.48it/s, loss=0.146, pair=11.781, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.339, pair=23.859, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<01:58,  1.44it/s, loss=0.339, pair=23.859, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.44it/s, loss=0.164, pair=13.508, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:53,  1.49it/s, loss=0.164, pair=13.508, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:53,  1.49it/s, loss=0.205, pair=12.297, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:56,  1.44it/s, loss=0.205, pair=12.297, adv=3.357, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:56,  1.44it/s, loss=0.178, pair=16.219, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:51,  1.50it/s, loss=0.178, pair=16.219, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:51,  1.50it/s, loss=0.264, pair=13.383, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:54,  1.45it/s, loss=0.264, pair=13.383, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:54,  1.45it/s, loss=0.145, pair=17.359, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:50,  1.50it/s, loss=0.145, pair=17.359, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:50,  1.50it/s, loss=0.177, pair=15.773, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:54,  1.43it/s, loss=0.177, pair=15.773, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.138, pair=12.727, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:49,  1.49it/s, loss=0.138, pair=12.727, adv=3.355, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:49,  1.49it/s, loss=0.308, pair=12.258, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:52,  1.44it/s, loss=0.308, pair=12.258, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:52,  1.44it/s, loss=0.154, pair=13.391, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:48,  1.48it/s, loss=0.154, pair=13.391, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:48,  1.48it/s, loss=0.170, pair=11.227, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:51,  1.43it/s, loss=0.170, pair=11.227, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:51,  1.43it/s, loss=0.143, pair=18.984, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:46,  1.49it/s, loss=0.143, pair=18.984, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:46,  1.49it/s, loss=0.286, pair=17.812, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 175/333 [02:00<01:50,  1.43it/s, loss=0.286, pair=17.812, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.158, pair=8.422, adv=3.347, sprd=0.01
Ep 005/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:45,  1.49it/s, loss=0.158, pair=8.422, adv=3.347, sprd=0.01
Ep 005/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:45,  1.49it/s, loss=0.206, pair=15.086, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:48,  1.44it/s, loss=0.206, pair=15.086, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:48,  1.44it/s, loss=0.186, pair=14.414, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 178/333 [02:02<01:42,  1.52it/s, loss=0.186, pair=14.414, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:42,  1.52it/s, loss=0.195, pair=16.938, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:48,  1.43it/s, loss=0.195, pair=16.938, adv=3.395, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:48,  1.43it/s, loss=0.140, pair=16.203, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.140, pair=16.203, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:42,  1.49it/s, loss=0.222, pair=11.289, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:48,  1.40it/s, loss=0.222, pair=11.289, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:48,  1.40it/s, loss=0.196, pair=16.609, adv=3.351, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:42,  1.47it/s, loss=0.196, pair=16.609, adv=3.351, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:42,  1.47it/s, loss=0.186, pair=12.344, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.186, pair=12.344, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:46,  1.41it/s, loss=0.157, pair=15.062, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:42,  1.45it/s, loss=0.157, pair=15.062, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:42,  1.45it/s, loss=0.318, pair=16.406, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:43,  1.43it/s, loss=0.318, pair=16.406, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:43,  1.43it/s, loss=0.184, pair=16.078, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.184, pair=16.078, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.225, pair=10.203, adv=3.440, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.225, pair=10.203, adv=3.440, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.165, pair=16.234, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:38,  1.47it/s, loss=0.165, pair=16.234, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:38,  1.47it/s, loss=0.212, pair=14.070, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:42,  1.41it/s, loss=0.212, pair=14.070, adv=3.418, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:42,  1.41it/s, loss=0.177, pair=17.375, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:37,  1.46it/s, loss=0.177, pair=17.375, adv=3.378, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:37,  1.46it/s, loss=0.245, pair=12.539, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 191/333 [02:11<01:41,  1.40it/s, loss=0.245, pair=12.539, adv=3.347, sprd=0.0
Ep 005/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:41,  1.40it/s, loss=0.136, pair=14.055, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:35,  1.48it/s, loss=0.136, pair=14.055, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.48it/s, loss=0.284, pair=16.562, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.284, pair=16.562, adv=3.415, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.155, pair=18.734, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 194/333 [02:13<01:34,  1.47it/s, loss=0.155, pair=18.734, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:34,  1.47it/s, loss=0.522, pair=17.688, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:37,  1.41it/s, loss=0.522, pair=17.688, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:37,  1.41it/s, loss=0.156, pair=14.422, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:32,  1.48it/s, loss=0.156, pair=14.422, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:32,  1.48it/s, loss=0.380, pair=11.727, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:39,  1.37it/s, loss=0.380, pair=11.727, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:39,  1.37it/s, loss=0.148, pair=11.500, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:33,  1.45it/s, loss=0.148, pair=11.500, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:33,  1.45it/s, loss=0.178, pair=12.789, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:36,  1.39it/s, loss=0.178, pair=12.789, adv=3.362, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:36,  1.39it/s, loss=0.172, pair=19.750, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.47it/s, loss=0.172, pair=19.750, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.47it/s, loss=0.181, pair=14.906, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 201/333 [02:18<01:33,  1.42it/s, loss=0.181, pair=14.906, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:33,  1.42it/s, loss=0.169, pair=19.016, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:28,  1.47it/s, loss=0.169, pair=19.016, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:28,  1.47it/s, loss=0.197, pair=14.219, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:32,  1.40it/s, loss=0.197, pair=14.219, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:32,  1.40it/s, loss=0.146, pair=16.391, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:27,  1.47it/s, loss=0.146, pair=16.391, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:27,  1.47it/s, loss=0.199, pair=13.617, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:28,  1.45it/s, loss=0.199, pair=13.617, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:28,  1.45it/s, loss=0.132, pair=16.172, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:24,  1.50it/s, loss=0.132, pair=16.172, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:24,  1.50it/s, loss=0.170, pair=15.555, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:27,  1.45it/s, loss=0.170, pair=15.555, adv=3.423, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:27,  1.45it/s, loss=0.144, pair=13.914, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:22,  1.51it/s, loss=0.144, pair=13.914, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:22,  1.51it/s, loss=0.246, pair=10.766, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.246, pair=10.766, adv=3.376, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.43it/s, loss=0.133, pair=12.984, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 210/333 [02:24<01:20,  1.52it/s, loss=0.133, pair=12.984, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:20,  1.52it/s, loss=0.186, pair=12.203, adv=3.363, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:23,  1.47it/s, loss=0.186, pair=12.203, adv=3.363, sprd=0.0
Ep 005/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:23,  1.47it/s, loss=0.195, pair=15.188, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.51it/s, loss=0.195, pair=15.188, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:20,  1.51it/s, loss=0.274, pair=16.078, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.40it/s, loss=0.274, pair=16.078, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.40it/s, loss=0.194, pair=11.125, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:21,  1.45it/s, loss=0.194, pair=11.125, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:21,  1.45it/s, loss=0.246, pair=14.336, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:23,  1.41it/s, loss=0.246, pair=14.336, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.164, pair=13.898, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.164, pair=13.898, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.202, pair=22.406, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:19,  1.45it/s, loss=0.202, pair=22.406, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:19,  1.45it/s, loss=0.156, pair=7.973, adv=3.415, sprd=0.01
Ep 005/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:15,  1.52it/s, loss=0.156, pair=7.973, adv=3.415, sprd=0.01
Ep 005/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:15,  1.52it/s, loss=0.177, pair=18.078, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.44it/s, loss=0.177, pair=18.078, adv=3.365, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.44it/s, loss=0.141, pair=12.914, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:15,  1.50it/s, loss=0.141, pair=12.914, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.441, pair=10.617, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.42it/s, loss=0.441, pair=10.617, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.42it/s, loss=0.144, pair=15.391, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:15,  1.48it/s, loss=0.144, pair=15.391, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:15,  1.48it/s, loss=0.261, pair=13.422, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 223/333 [02:33<01:15,  1.45it/s, loss=0.261, pair=13.422, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:15,  1.45it/s, loss=0.145, pair=13.359, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:12,  1.51it/s, loss=0.145, pair=13.359, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.51it/s, loss=0.273, pair=15.492, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:14,  1.44it/s, loss=0.273, pair=15.492, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:14,  1.44it/s, loss=0.150, pair=14.039, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 226/333 [02:35<01:11,  1.49it/s, loss=0.150, pair=14.039, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.49it/s, loss=0.257, pair=11.727, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:16,  1.38it/s, loss=0.257, pair=11.727, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:16,  1.38it/s, loss=0.180, pair=18.391, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:11,  1.48it/s, loss=0.180, pair=18.391, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:11,  1.48it/s, loss=0.209, pair=16.250, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:14,  1.40it/s, loss=0.209, pair=16.250, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:14,  1.40it/s, loss=0.156, pair=10.039, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:09,  1.49it/s, loss=0.156, pair=10.039, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.49it/s, loss=0.188, pair=16.422, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:12,  1.41it/s, loss=0.188, pair=16.422, adv=3.375, sprd=0.0
Ep 005/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:12,  1.41it/s, loss=0.160, pair=14.766, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:09,  1.45it/s, loss=0.160, pair=14.766, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:09,  1.45it/s, loss=0.250, pair=12.734, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:13,  1.35it/s, loss=0.250, pair=12.734, adv=3.371, sprd=0.0
Ep 005/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:13,  1.35it/s, loss=0.129, pair=9.766, adv=3.402, sprd=0.01
Ep 005/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:08,  1.44it/s, loss=0.129, pair=9.766, adv=3.402, sprd=0.01
Ep 005/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:08,  1.44it/s, loss=0.207, pair=15.086, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:11,  1.37it/s, loss=0.207, pair=15.086, adv=3.369, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:11,  1.37it/s, loss=0.138, pair=18.406, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:06,  1.46it/s, loss=0.138, pair=18.406, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:06,  1.46it/s, loss=0.381, pair=12.969, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:10,  1.36it/s, loss=0.381, pair=12.969, adv=3.412, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:10,  1.36it/s, loss=0.129, pair=15.406, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:06,  1.44it/s, loss=0.129, pair=15.406, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:06,  1.44it/s, loss=0.170, pair=15.984, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.170, pair=15.984, adv=3.386, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.165, pair=17.453, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.48it/s, loss=0.165, pair=17.453, adv=3.379, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.48it/s, loss=0.167, pair=15.570, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:04,  1.43it/s, loss=0.167, pair=15.570, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:04,  1.43it/s, loss=0.143, pair=16.828, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:00,  1.51it/s, loss=0.143, pair=16.828, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:00,  1.51it/s, loss=0.211, pair=24.016, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:02,  1.44it/s, loss=0.211, pair=24.016, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:02,  1.44it/s, loss=0.149, pair=17.562, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.50it/s, loss=0.149, pair=17.562, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:59,  1.50it/s, loss=0.208, pair=13.125, adv=3.408, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:01,  1.43it/s, loss=0.208, pair=13.125, adv=3.408, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:01,  1.43it/s, loss=0.148, pair=17.672, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.148, pair=17.672, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.174, pair=18.531, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<00:59,  1.43it/s, loss=0.174, pair=18.531, adv=3.402, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<00:59,  1.43it/s, loss=0.151, pair=16.109, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:56,  1.51it/s, loss=0.151, pair=16.109, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:56,  1.51it/s, loss=0.157, pair=15.578, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<00:58,  1.45it/s, loss=0.157, pair=15.578, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.45it/s, loss=0.155, pair=17.906, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:54,  1.51it/s, loss=0.155, pair=17.906, adv=3.428, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:54,  1.51it/s, loss=0.240, pair=19.016, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.240, pair=19.016, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.181, pair=18.469, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:54,  1.48it/s, loss=0.181, pair=18.469, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.48it/s, loss=0.219, pair=14.219, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:56,  1.41it/s, loss=0.219, pair=14.219, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.142, pair=19.297, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.47it/s, loss=0.142, pair=19.297, adv=3.368, sprd=0.0
Ep 005/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.47it/s, loss=0.217, pair=17.594, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:57,  1.36it/s, loss=0.217, pair=17.594, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:57,  1.36it/s, loss=0.160, pair=16.391, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:53,  1.45it/s, loss=0.160, pair=16.391, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:53,  1.45it/s, loss=0.155, pair=18.297, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:53,  1.42it/s, loss=0.155, pair=18.297, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:53,  1.42it/s, loss=0.115, pair=17.141, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.115, pair=17.141, adv=3.373, sprd=0.0
Ep 005/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.157, pair=13.992, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:52,  1.42it/s, loss=0.157, pair=13.992, adv=3.406, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:52,  1.42it/s, loss=0.122, pair=20.875, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:48,  1.49it/s, loss=0.122, pair=20.875, adv=3.360, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:48,  1.49it/s, loss=0.177, pair=21.625, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:51,  1.40it/s, loss=0.177, pair=21.625, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:51,  1.40it/s, loss=0.124, pair=15.438, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:48,  1.48it/s, loss=0.124, pair=15.438, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:48,  1.48it/s, loss=0.191, pair=20.047, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:49,  1.41it/s, loss=0.191, pair=20.047, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.41it/s, loss=0.112, pair=15.773, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.48it/s, loss=0.112, pair=15.773, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:46,  1.48it/s, loss=0.294, pair=17.078, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.42it/s, loss=0.294, pair=17.078, adv=3.414, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.42it/s, loss=0.124, pair=16.422, adv=3.417, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.52it/s, loss=0.124, pair=16.422, adv=3.417, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.52it/s, loss=0.179, pair=9.086, adv=3.388, sprd=0.00
Ep 005/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.179, pair=9.086, adv=3.388, sprd=0.00
Ep 005/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:45,  1.44it/s, loss=0.121, pair=16.906, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:42,  1.51it/s, loss=0.121, pair=16.906, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:42,  1.51it/s, loss=0.261, pair=17.203, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.44it/s, loss=0.261, pair=17.203, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.44it/s, loss=0.145, pair=16.203, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.48it/s, loss=0.145, pair=16.203, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:42,  1.48it/s, loss=0.214, pair=15.273, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:46,  1.33it/s, loss=0.214, pair=15.273, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:46,  1.33it/s, loss=0.134, pair=16.109, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:43,  1.40it/s, loss=0.134, pair=16.109, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:43,  1.40it/s, loss=0.145, pair=13.031, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:43,  1.39it/s, loss=0.145, pair=13.031, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:43,  1.39it/s, loss=0.190, pair=11.594, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.190, pair=11.594, adv=3.367, sprd=0.0
Ep 005/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:40,  1.47it/s, loss=0.649, pair=16.062, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:42,  1.37it/s, loss=0.649, pair=16.062, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:42,  1.37it/s, loss=0.143, pair=17.359, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:39,  1.44it/s, loss=0.143, pair=17.359, adv=3.404, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:39,  1.44it/s, loss=0.145, pair=14.070, adv=3.444, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.40it/s, loss=0.145, pair=14.070, adv=3.444, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:39,  1.40it/s, loss=0.144, pair=18.031, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.47it/s, loss=0.144, pair=18.031, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.47it/s, loss=0.432, pair=16.750, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:39,  1.37it/s, loss=0.432, pair=16.750, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:39,  1.37it/s, loss=0.120, pair=18.219, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.45it/s, loss=0.120, pair=18.219, adv=3.401, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.45it/s, loss=0.154, pair=16.047, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:37,  1.40it/s, loss=0.154, pair=16.047, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:37,  1.40it/s, loss=0.134, pair=16.109, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.47it/s, loss=0.134, pair=16.109, adv=3.370, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.47it/s, loss=0.172, pair=14.812, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.172, pair=14.812, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.115, pair=16.406, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.52it/s, loss=0.115, pair=16.406, adv=3.413, sprd=0.0
Ep 005/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:32,  1.52it/s, loss=0.272, pair=19.031, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.43it/s, loss=0.272, pair=19.031, adv=3.385, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.43it/s, loss=0.120, pair=13.742, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.120, pair=13.742, adv=3.383, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.373, pair=16.203, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.42it/s, loss=0.373, pair=16.203, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:32,  1.42it/s, loss=0.127, pair=15.180, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.47it/s, loss=0.127, pair=15.180, adv=3.393, sprd=0.0
Ep 005/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.47it/s, loss=0.222, pair=19.297, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:30,  1.43it/s, loss=0.222, pair=19.297, adv=3.361, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:30,  1.43it/s, loss=0.154, pair=24.656, adv=3.345, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:29,  1.48it/s, loss=0.154, pair=24.656, adv=3.345, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.48it/s, loss=0.199, pair=23.641, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:30,  1.39it/s, loss=0.199, pair=23.641, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:30,  1.39it/s, loss=0.148, pair=22.078, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.47it/s, loss=0.148, pair=22.078, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.47it/s, loss=0.171, pair=8.578, adv=3.402, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.42it/s, loss=0.171, pair=8.578, adv=3.402, sprd=0.00
Ep 005/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.42it/s, loss=0.143, pair=17.859, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.47it/s, loss=0.143, pair=17.859, adv=3.396, sprd=0.0
Ep 005/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.47it/s, loss=0.166, pair=12.148, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.166, pair=12.148, adv=3.389, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.43it/s, loss=0.117, pair=12.766, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.49it/s, loss=0.117, pair=12.766, adv=3.372, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.49it/s, loss=0.243, pair=16.531, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:26,  1.36it/s, loss=0.243, pair=16.531, adv=3.354, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 297/333 [03:26<00:26,  1.36it/s, loss=0.123, pair=15.172, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:24,  1.43it/s, loss=0.123, pair=15.172, adv=3.387, sprd=0.0
Ep 005/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:24,  1.43it/s, loss=0.147, pair=24.250, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.37it/s, loss=0.147, pair=24.250, adv=3.388, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:24,  1.37it/s, loss=0.119, pair=15.242, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.45it/s, loss=0.119, pair=15.242, adv=3.411, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.45it/s, loss=0.166, pair=16.906, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.41it/s, loss=0.166, pair=16.906, adv=3.380, sprd=0.0
Ep 005/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.41it/s, loss=0.123, pair=22.891, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:21,  1.47it/s, loss=0.123, pair=22.891, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:21,  1.47it/s, loss=0.178, pair=15.211, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.43it/s, loss=0.178, pair=15.211, adv=3.407, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 303/333 [03:30<00:20,  1.43it/s, loss=0.113, pair=17.062, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.52it/s, loss=0.113, pair=17.062, adv=3.405, sprd=0.0
Ep 005/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.52it/s, loss=0.143, pair=14.578, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.45it/s, loss=0.143, pair=14.578, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.45it/s, loss=0.107, pair=13.938, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:17,  1.50it/s, loss=0.107, pair=13.938, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:17,  1.50it/s, loss=0.186, pair=15.469, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.38it/s, loss=0.186, pair=15.469, adv=3.364, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.38it/s, loss=0.099, pair=14.453, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:17,  1.46it/s, loss=0.099, pair=14.453, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:17,  1.46it/s, loss=0.135, pair=15.703, adv=3.433, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:17,  1.41it/s, loss=0.135, pair=15.703, adv=3.433, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:17,  1.41it/s, loss=0.111, pair=16.859, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.48it/s, loss=0.111, pair=16.859, adv=3.403, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 310/333 [03:35<00:15,  1.48it/s, loss=0.238, pair=18.734, adv=3.348, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.41it/s, loss=0.238, pair=18.734, adv=3.348, sprd=0.0
Ep 005/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.41it/s, loss=0.102, pair=22.078, adv=3.421, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.102, pair=22.078, adv=3.421, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:14,  1.48it/s, loss=0.158, pair=20.875, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.158, pair=20.875, adv=3.359, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 313/333 [03:37<00:14,  1.42it/s, loss=0.130, pair=18.859, adv=3.426, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.51it/s, loss=0.130, pair=18.859, adv=3.426, sprd=0.0
Ep 005/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.51it/s, loss=0.172, pair=19.844, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.46it/s, loss=0.172, pair=19.844, adv=3.410, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.46it/s, loss=0.104, pair=17.266, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.104, pair=17.266, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.51it/s, loss=0.187, pair=13.141, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.44it/s, loss=0.187, pair=13.141, adv=3.374, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.44it/s, loss=0.125, pair=11.844, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.50it/s, loss=0.125, pair=11.844, adv=3.397, sprd=0.0
Ep 005/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.50it/s, loss=0.131, pair=18.078, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.131, pair=18.078, adv=3.394, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.44it/s, loss=0.114, pair=13.664, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.114, pair=13.664, adv=3.400, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.155, pair=18.828, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.155, pair=18.828, adv=3.384, sprd=0.0
Ep 005/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.113, pair=14.477, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.113, pair=14.477, adv=3.427, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.50it/s, loss=0.205, pair=18.656, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.46it/s, loss=0.205, pair=18.656, adv=3.425, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.46it/s, loss=0.112, pair=17.641, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:05,  1.51it/s, loss=0.112, pair=17.641, adv=3.381, sprd=0.0
Ep 005/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.51it/s, loss=0.151, pair=20.422, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.151, pair=20.422, adv=3.398, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.45it/s, loss=0.111, pair=14.555, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.111, pair=14.555, adv=3.377, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.144, pair=16.094, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.144, pair=16.094, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.44it/s, loss=0.112, pair=18.609, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.50it/s, loss=0.112, pair=18.609, adv=3.382, sprd=0.0
Ep 005/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.50it/s, loss=0.152, pair=18.094, adv=3.446, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.152, pair=18.094, adv=3.446, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.136, pair=17.500, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:01,  1.50it/s, loss=0.136, pair=17.500, adv=3.399, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:01,  1.50it/s, loss=0.439, pair=17.438, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.37it/s, loss=0.439, pair=17.438, adv=3.390, sprd=0.0
Ep 005/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.37it/s, loss=0.125, pair=15.562, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.47it/s, loss=0.125, pair=15.562, adv=3.366, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.47it/s, loss=0.206, pair=17.281, adv=3.391, sprd=0.0
Ep 005/60 [S1:deg_only]: 100%|█| 333/333 [03:50<00:00,  1.42it/s, loss=0.206, pair=17.281, adv=3.391, sprd=0.0
                                                                                                              
Epoch 005/60 [S1:deg_only]  loss=0.2083  mat=0.3615  sens=15.7411  pair=14.7315  adv=3.3850(rand=3.37)  deg=0.0414  orth=0.0369  spread=0.0125  q_mean=50.5  q_std=12.6  α=0.10 β=0.00 γ=1.00 λ_grl=0.322  lr=9.90e-05  230s

Ep 006/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 006/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.147, pair=16.859, adv=3.381, sprd=0.008]
Ep 006/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:37,  1.20s/it, loss=0.147, pair=16.859, adv=3.381, sprd=0.008
Ep 006/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:37,  1.20s/it, loss=0.130, pair=17.844, adv=3.392, sprd=0.007
Ep 006/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:38,  1.19it/s, loss=0.130, pair=17.844, adv=3.392, sprd=0.007
Ep 006/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:38,  1.19it/s, loss=0.141, pair=16.812, adv=3.395, sprd=0.007
Ep 006/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:27,  1.23it/s, loss=0.141, pair=16.812, adv=3.395, sprd=0.007
Ep 006/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:27,  1.23it/s, loss=0.109, pair=20.859, adv=3.370, sprd=0.008
Ep 006/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:59,  1.37it/s, loss=0.109, pair=20.859, adv=3.370, sprd=0.008
Ep 006/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:59,  1.37it/s, loss=0.148, pair=13.586, adv=3.386, sprd=0.008
Ep 006/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:03,  1.35it/s, loss=0.148, pair=13.586, adv=3.386, sprd=0.008
Ep 006/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:03,  1.35it/s, loss=0.102, pair=15.664, adv=3.402, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:48,  1.43it/s, loss=0.102, pair=15.664, adv=3.402, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:48,  1.43it/s, loss=0.344, pair=17.688, adv=3.401, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:59,  1.36it/s, loss=0.344, pair=17.688, adv=3.401, sprd=0.007
Ep 006/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:59,  1.36it/s, loss=0.114, pair=13.039, adv=3.387, sprd=0.008
Ep 006/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:40,  1.48it/s, loss=0.114, pair=13.039, adv=3.387, sprd=0.008
Ep 006/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:40,  1.48it/s, loss=0.151, pair=14.766, adv=3.373, sprd=0.007
Ep 006/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:51,  1.40it/s, loss=0.151, pair=14.766, adv=3.373, sprd=0.007
Ep 006/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:51,  1.40it/s, loss=0.165, pair=18.609, adv=3.407, sprd=0.008
Ep 006/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:40,  1.47it/s, loss=0.165, pair=18.609, adv=3.407, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:40,  1.47it/s, loss=0.414, pair=12.852, adv=3.411, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:44,  1.44it/s, loss=0.414, pair=12.852, adv=3.411, sprd=0.00
Ep 006/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:44,  1.44it/s, loss=0.151, pair=22.125, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:31,  1.52it/s, loss=0.151, pair=22.125, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:31,  1.52it/s, loss=0.447, pair=17.203, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:49,  1.40it/s, loss=0.447, pair=17.203, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:49,  1.40it/s, loss=0.132, pair=13.953, adv=3.411, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:33,  1.50it/s, loss=0.132, pair=13.953, adv=3.411, sprd=0.00
Ep 006/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:33,  1.50it/s, loss=0.236, pair=15.406, adv=3.391, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:41,  1.43it/s, loss=0.236, pair=15.406, adv=3.391, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:41,  1.43it/s, loss=0.177, pair=15.523, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:31,  1.50it/s, loss=0.177, pair=15.523, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:31,  1.50it/s, loss=0.147, pair=18.594, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.43it/s, loss=0.147, pair=18.594, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.43it/s, loss=0.112, pair=17.734, adv=3.365, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:30,  1.50it/s, loss=0.112, pair=17.734, adv=3.365, sprd=0.00
Ep 006/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:30,  1.50it/s, loss=0.245, pair=14.758, adv=3.440, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:37,  1.44it/s, loss=0.245, pair=14.758, adv=3.440, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:37,  1.44it/s, loss=0.145, pair=19.891, adv=3.356, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:27,  1.51it/s, loss=0.145, pair=19.891, adv=3.356, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:27,  1.51it/s, loss=0.189, pair=18.469, adv=3.404, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:35,  1.45it/s, loss=0.189, pair=18.469, adv=3.404, sprd=0.00
Ep 006/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:35,  1.45it/s, loss=0.163, pair=17.828, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:25,  1.51it/s, loss=0.163, pair=17.828, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:25,  1.51it/s, loss=0.246, pair=21.594, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.246, pair=21.594, adv=3.372, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.122, pair=17.859, adv=3.386, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:26,  1.50it/s, loss=0.122, pair=17.859, adv=3.386, sprd=0.00
Ep 006/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:26,  1.50it/s, loss=0.169, pair=14.242, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:32,  1.45it/s, loss=0.169, pair=14.242, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:32,  1.45it/s, loss=0.227, pair=21.000, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:25,  1.50it/s, loss=0.227, pair=21.000, adv=3.357, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:25,  1.50it/s, loss=0.403, pair=18.422, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:31,  1.44it/s, loss=0.403, pair=18.422, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:31,  1.44it/s, loss=0.134, pair=18.656, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:24,  1.49it/s, loss=0.134, pair=18.656, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.180, pair=20.500, adv=3.413, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:31,  1.44it/s, loss=0.180, pair=20.500, adv=3.413, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:31,  1.44it/s, loss=0.139, pair=16.109, adv=3.373, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:23,  1.49it/s, loss=0.139, pair=16.109, adv=3.373, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.229, pair=15.555, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:31,  1.43it/s, loss=0.229, pair=15.555, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:31,  1.43it/s, loss=0.122, pair=13.875, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.122, pair=13.875, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.194, pair=21.531, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:33,  1.41it/s, loss=0.194, pair=21.531, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:33,  1.41it/s, loss=0.130, pair=17.922, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:22,  1.47it/s, loss=0.130, pair=17.922, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:22,  1.47it/s, loss=0.117, pair=20.203, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:34,  1.39it/s, loss=0.117, pair=20.203, adv=3.418, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:34,  1.39it/s, loss=0.124, pair=12.594, adv=3.369, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:23,  1.46it/s, loss=0.124, pair=12.594, adv=3.369, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:23,  1.46it/s, loss=0.161, pair=18.391, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:29,  1.42it/s, loss=0.161, pair=18.391, adv=3.367, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:29,  1.42it/s, loss=0.126, pair=20.016, adv=3.416, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:21,  1.46it/s, loss=0.126, pair=20.016, adv=3.416, sprd=0.00
Ep 006/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:21,  1.46it/s, loss=0.140, pair=14.445, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:29,  1.40it/s, loss=0.140, pair=14.445, adv=3.371, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:29,  1.40it/s, loss=0.117, pair=12.523, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:19,  1.47it/s, loss=0.117, pair=12.523, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:19,  1.47it/s, loss=0.157, pair=17.062, adv=3.401, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:25,  1.42it/s, loss=0.157, pair=17.062, adv=3.401, sprd=0.00
Ep 006/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:25,  1.42it/s, loss=0.132, pair=20.328, adv=3.361, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:17,  1.47it/s, loss=0.132, pair=20.328, adv=3.361, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:17,  1.47it/s, loss=0.178, pair=20.891, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.178, pair=20.891, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:24,  1.42it/s, loss=0.134, pair=17.750, adv=3.386, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:13,  1.49it/s, loss=0.134, pair=17.750, adv=3.386, sprd=0.00
Ep 006/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:13,  1.49it/s, loss=0.153, pair=20.766, adv=3.405, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.153, pair=20.766, adv=3.405, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:21,  1.43it/s, loss=0.120, pair=22.938, adv=3.373, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.120, pair=22.938, adv=3.373, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.162, pair=20.219, adv=3.374, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:20,  1.43it/s, loss=0.162, pair=20.219, adv=3.374, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:20,  1.43it/s, loss=0.126, pair=18.469, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:09,  1.51it/s, loss=0.126, pair=18.469, adv=3.428, sprd=0.00
Ep 006/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:09,  1.51it/s, loss=0.139, pair=18.109, adv=3.376, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.44it/s, loss=0.139, pair=18.109, adv=3.376, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:17,  1.44it/s, loss=0.125, pair=13.438, adv=3.447, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:07,  1.51it/s, loss=0.125, pair=13.438, adv=3.447, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:07,  1.51it/s, loss=0.126, pair=20.984, adv=3.387, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:15,  1.44it/s, loss=0.126, pair=20.984, adv=3.387, sprd=0.00
Ep 006/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:15,  1.44it/s, loss=0.119, pair=17.734, adv=3.404, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:07,  1.50it/s, loss=0.119, pair=17.734, adv=3.404, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:07,  1.50it/s, loss=0.170, pair=22.031, adv=3.394, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:14,  1.44it/s, loss=0.170, pair=22.031, adv=3.394, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:14,  1.44it/s, loss=0.137, pair=21.141, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:03,  1.52it/s, loss=0.137, pair=21.141, adv=3.381, sprd=0.00
Ep 006/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:03,  1.52it/s, loss=0.142, pair=14.961, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:10,  1.46it/s, loss=0.142, pair=14.961, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:10,  1.46it/s, loss=0.118, pair=18.922, adv=3.378, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:01,  1.53it/s, loss=0.118, pair=18.922, adv=3.378, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:01,  1.53it/s, loss=0.353, pair=15.930, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:13,  1.42it/s, loss=0.353, pair=15.930, adv=3.397, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:13,  1.42it/s, loss=0.112, pair=20.766, adv=3.395, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.112, pair=20.766, adv=3.395, sprd=0.00
Ep 006/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.175, pair=15.414, adv=3.344, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:10,  1.44it/s, loss=0.175, pair=15.414, adv=3.344, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:10,  1.44it/s, loss=0.118, pair=16.172, adv=3.369, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:02,  1.49it/s, loss=0.118, pair=16.172, adv=3.369, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:02,  1.49it/s, loss=0.198, pair=13.484, adv=3.384, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:09,  1.43it/s, loss=0.198, pair=13.484, adv=3.384, sprd=0.00
Ep 006/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:09,  1.43it/s, loss=0.109, pair=22.172, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<03:02,  1.49it/s, loss=0.109, pair=22.172, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.162, pair=15.906, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:08,  1.43it/s, loss=0.162, pair=15.906, adv=3.368, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:08,  1.43it/s, loss=0.113, pair=17.062, adv=3.430, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<02:56,  1.52it/s, loss=0.113, pair=17.062, adv=3.430, sprd=0.00
Ep 006/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<02:56,  1.52it/s, loss=0.169, pair=16.656, adv=3.390, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 65/333 [00:44<03:03,  1.46it/s, loss=0.169, pair=16.656, adv=3.390, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:03,  1.46it/s, loss=0.115, pair=18.969, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<02:53,  1.54it/s, loss=0.115, pair=18.969, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<02:53,  1.54it/s, loss=0.150, pair=21.500, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:03,  1.45it/s, loss=0.150, pair=21.500, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:03,  1.45it/s, loss=0.110, pair=20.359, adv=3.374, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 68/333 [00:46<02:56,  1.50it/s, loss=0.110, pair=20.359, adv=3.374, sprd=0.00
Ep 006/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:56,  1.50it/s, loss=0.115, pair=21.297, adv=3.399, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:05,  1.43it/s, loss=0.115, pair=21.297, adv=3.399, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:05,  1.43it/s, loss=0.104, pair=14.211, adv=3.378, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:54,  1.51it/s, loss=0.104, pair=14.211, adv=3.378, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:54,  1.51it/s, loss=0.210, pair=22.594, adv=3.407, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:06,  1.41it/s, loss=0.210, pair=22.594, adv=3.407, sprd=0.00
Ep 006/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:06,  1.41it/s, loss=0.138, pair=17.109, adv=3.401, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:57,  1.47it/s, loss=0.138, pair=17.109, adv=3.401, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:57,  1.47it/s, loss=0.129, pair=16.781, adv=3.406, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:03,  1.42it/s, loss=0.129, pair=16.781, adv=3.406, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:03,  1.42it/s, loss=0.117, pair=17.750, adv=3.337, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:55,  1.47it/s, loss=0.117, pair=17.750, adv=3.337, sprd=0.00
Ep 006/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:55,  1.47it/s, loss=0.149, pair=18.828, adv=3.417, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 75/333 [00:51<03:01,  1.42it/s, loss=0.149, pair=18.828, adv=3.417, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.186, pair=13.383, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.186, pair=13.383, adv=3.403, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.139, pair=22.203, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:58,  1.43it/s, loss=0.139, pair=22.203, adv=3.377, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:58,  1.43it/s, loss=0.117, pair=21.219, adv=3.414, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:52,  1.48it/s, loss=0.117, pair=21.219, adv=3.414, sprd=0.00
Ep 006/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:52,  1.48it/s, loss=0.186, pair=16.562, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:59,  1.42it/s, loss=0.186, pair=16.562, adv=3.375, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:59,  1.42it/s, loss=0.269, pair=21.047, adv=3.356, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.269, pair=21.047, adv=3.356, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.146, pair=15.969, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 81/333 [00:55<02:56,  1.43it/s, loss=0.146, pair=15.969, adv=3.409, sprd=0.00
Ep 006/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:56,  1.43it/s, loss=0.107, pair=26.406, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:48,  1.49it/s, loss=0.107, pair=26.406, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.152, pair=16.875, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.152, pair=16.875, adv=3.380, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:53,  1.44it/s, loss=0.099, pair=17.281, adv=3.366, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▎| 84/333 [00:57<02:47,  1.49it/s, loss=0.099, pair=17.281, adv=3.366, sprd=0.00
Ep 006/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:47,  1.49it/s, loss=0.142, pair=14.820, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:52,  1.44it/s, loss=0.142, pair=14.820, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:52,  1.44it/s, loss=0.125, pair=17.094, adv=3.369, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:44,  1.50it/s, loss=0.125, pair=17.094, adv=3.369, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:44,  1.50it/s, loss=0.132, pair=16.609, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:52,  1.43it/s, loss=0.132, pair=16.609, adv=3.393, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:52,  1.43it/s, loss=0.106, pair=12.289, adv=3.399, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:41,  1.52it/s, loss=0.106, pair=12.289, adv=3.399, sprd=0.00
Ep 006/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:41,  1.52it/s, loss=0.169, pair=20.703, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:54,  1.40it/s, loss=0.169, pair=20.703, adv=3.427, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:54,  1.40it/s, loss=0.113, pair=22.750, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:42,  1.49it/s, loss=0.113, pair=22.750, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:42,  1.49it/s, loss=0.119, pair=21.188, adv=3.394, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 91/333 [01:02<02:49,  1.43it/s, loss=0.119, pair=21.188, adv=3.394, sprd=0.00
Ep 006/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:49,  1.43it/s, loss=0.105, pair=19.641, adv=3.431, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:42,  1.49it/s, loss=0.105, pair=19.641, adv=3.431, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:42,  1.49it/s, loss=0.175, pair=19.156, adv=3.337, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:47,  1.43it/s, loss=0.175, pair=19.156, adv=3.337, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:47,  1.43it/s, loss=0.100, pair=17.375, adv=3.384, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 94/333 [01:04<02:40,  1.49it/s, loss=0.100, pair=17.375, adv=3.384, sprd=0.00
Ep 006/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:40,  1.49it/s, loss=0.151, pair=21.953, adv=3.391, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:48,  1.41it/s, loss=0.151, pair=21.953, adv=3.391, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:48,  1.41it/s, loss=0.101, pair=19.656, adv=3.391, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:40,  1.48it/s, loss=0.101, pair=19.656, adv=3.391, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:40,  1.48it/s, loss=0.183, pair=15.031, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 97/333 [01:06<02:48,  1.40it/s, loss=0.183, pair=15.031, adv=3.398, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:48,  1.40it/s, loss=0.119, pair=19.125, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:41,  1.45it/s, loss=0.119, pair=19.125, adv=3.396, sprd=0.00
Ep 006/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:41,  1.45it/s, loss=0.147, pair=12.859, adv=3.416, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:45,  1.41it/s, loss=0.147, pair=12.859, adv=3.416, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:45,  1.41it/s, loss=0.106, pair=12.727, adv=3.366, sprd=0.00
Ep 006/60 [S1:deg_only]:  30%|▎| 100/333 [01:08<02:39,  1.46it/s, loss=0.106, pair=12.727, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:39,  1.46it/s, loss=0.138, pair=16.547, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:42,  1.42it/s, loss=0.138, pair=16.547, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:42,  1.42it/s, loss=0.098, pair=16.609, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:36,  1.48it/s, loss=0.098, pair=16.609, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:36,  1.48it/s, loss=0.183, pair=24.828, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.42it/s, loss=0.183, pair=24.828, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.42it/s, loss=0.101, pair=20.156, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:34,  1.48it/s, loss=0.101, pair=20.156, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:34,  1.48it/s, loss=0.155, pair=19.547, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:40,  1.42it/s, loss=0.155, pair=19.547, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:40,  1.42it/s, loss=0.106, pair=15.344, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.106, pair=15.344, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.145, pair=20.797, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 107/333 [01:13<02:37,  1.44it/s, loss=0.145, pair=20.797, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:37,  1.44it/s, loss=0.094, pair=16.391, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:31,  1.49it/s, loss=0.094, pair=16.391, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:31,  1.49it/s, loss=0.107, pair=18.203, adv=3.400, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:38,  1.41it/s, loss=0.107, pair=18.203, adv=3.400, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:38,  1.41it/s, loss=0.117, pair=17.531, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 110/333 [01:15<02:32,  1.46it/s, loss=0.117, pair=17.531, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:32,  1.46it/s, loss=0.117, pair=23.422, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:37,  1.41it/s, loss=0.117, pair=23.422, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.097, pair=21.344, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:30,  1.47it/s, loss=0.097, pair=21.344, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:30,  1.47it/s, loss=0.300, pair=21.406, adv=3.431, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 113/333 [01:17<02:31,  1.45it/s, loss=0.300, pair=21.406, adv=3.431, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:31,  1.45it/s, loss=0.114, pair=15.508, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:24,  1.51it/s, loss=0.114, pair=15.508, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:24,  1.51it/s, loss=0.152, pair=24.766, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:32,  1.43it/s, loss=0.152, pair=24.766, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:32,  1.43it/s, loss=0.114, pair=17.312, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 116/333 [01:19<02:25,  1.49it/s, loss=0.114, pair=17.312, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.157, pair=19.609, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:29,  1.44it/s, loss=0.157, pair=19.609, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:29,  1.44it/s, loss=0.098, pair=23.062, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.098, pair=23.062, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.135, pair=13.547, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.135, pair=13.547, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:29,  1.43it/s, loss=0.100, pair=16.453, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:23,  1.48it/s, loss=0.100, pair=16.453, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.48it/s, loss=0.175, pair=20.422, adv=3.439, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:29,  1.41it/s, loss=0.175, pair=20.422, adv=3.439, sprd=0.0
Ep 006/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:29,  1.41it/s, loss=0.118, pair=18.938, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.118, pair=18.938, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.240, pair=17.531, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 123/333 [01:24<02:31,  1.38it/s, loss=0.240, pair=17.531, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:31,  1.38it/s, loss=0.165, pair=19.375, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:22,  1.47it/s, loss=0.165, pair=19.375, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.228, pair=20.562, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:28,  1.40it/s, loss=0.228, pair=20.562, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:28,  1.40it/s, loss=0.109, pair=19.078, adv=3.448, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 126/333 [01:26<02:20,  1.47it/s, loss=0.109, pair=19.078, adv=3.448, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:20,  1.47it/s, loss=0.161, pair=17.172, adv=3.467, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:24,  1.43it/s, loss=0.161, pair=17.172, adv=3.467, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:24,  1.43it/s, loss=0.141, pair=20.391, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.141, pair=20.391, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.48it/s, loss=0.775, pair=13.086, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:28,  1.38it/s, loss=0.775, pair=13.086, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:28,  1.38it/s, loss=0.103, pair=18.438, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:19,  1.46it/s, loss=0.103, pair=18.438, adv=3.424, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:19,  1.46it/s, loss=0.132, pair=23.438, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:23,  1.40it/s, loss=0.132, pair=23.438, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:23,  1.40it/s, loss=0.122, pair=17.312, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.122, pair=17.312, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.221, pair=17.922, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 133/333 [01:31<02:25,  1.38it/s, loss=0.221, pair=17.922, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:25,  1.38it/s, loss=0.093, pair=17.016, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:16,  1.46it/s, loss=0.093, pair=17.016, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:16,  1.46it/s, loss=0.140, pair=22.469, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.140, pair=22.469, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:19,  1.42it/s, loss=0.098, pair=21.547, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 136/333 [01:33<02:13,  1.48it/s, loss=0.098, pair=21.547, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:13,  1.48it/s, loss=0.188, pair=19.328, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:23,  1.37it/s, loss=0.188, pair=19.328, adv=3.409, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:23,  1.37it/s, loss=0.094, pair=14.328, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:15,  1.44it/s, loss=0.094, pair=14.328, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:15,  1.44it/s, loss=0.126, pair=14.336, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:20,  1.38it/s, loss=0.126, pair=14.336, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:20,  1.38it/s, loss=0.106, pair=17.516, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:13,  1.44it/s, loss=0.106, pair=17.516, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:13,  1.44it/s, loss=0.156, pair=18.688, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.156, pair=18.688, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.43it/s, loss=0.137, pair=18.422, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.137, pair=18.422, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.124, pair=17.062, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:11,  1.44it/s, loss=0.124, pair=17.062, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.44it/s, loss=0.106, pair=18.328, adv=3.391, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:05,  1.51it/s, loss=0.106, pair=18.328, adv=3.391, sprd=0.0
Ep 006/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:05,  1.51it/s, loss=0.262, pair=21.047, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:08,  1.46it/s, loss=0.262, pair=21.047, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:08,  1.46it/s, loss=0.089, pair=20.047, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:02,  1.52it/s, loss=0.089, pair=20.047, adv=3.366, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:02,  1.52it/s, loss=0.131, pair=24.766, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.131, pair=24.766, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.45it/s, loss=0.114, pair=22.344, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:04,  1.49it/s, loss=0.114, pair=22.344, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:04,  1.49it/s, loss=0.142, pair=22.125, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 149/333 [01:42<02:10,  1.41it/s, loss=0.142, pair=22.125, adv=3.374, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.101, pair=21.656, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.101, pair=21.656, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:03,  1.48it/s, loss=0.232, pair=12.102, adv=3.400, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:07,  1.43it/s, loss=0.232, pair=12.102, adv=3.400, sprd=0.0
Ep 006/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:07,  1.43it/s, loss=0.090, pair=16.672, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 152/333 [01:44<02:00,  1.50it/s, loss=0.090, pair=16.672, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:00,  1.50it/s, loss=0.340, pair=20.922, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:07,  1.41it/s, loss=0.340, pair=20.922, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:07,  1.41it/s, loss=0.088, pair=20.109, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:00,  1.48it/s, loss=0.088, pair=20.109, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:00,  1.48it/s, loss=0.152, pair=21.047, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:06,  1.41it/s, loss=0.152, pair=21.047, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:06,  1.41it/s, loss=0.097, pair=26.094, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:59,  1.48it/s, loss=0.097, pair=26.094, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:59,  1.48it/s, loss=0.118, pair=18.172, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:04,  1.41it/s, loss=0.118, pair=18.172, adv=3.370, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:04,  1.41it/s, loss=0.088, pair=18.359, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:58,  1.47it/s, loss=0.088, pair=18.359, adv=3.388, sprd=0.0
Ep 006/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:58,  1.47it/s, loss=0.242, pair=19.203, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:03,  1.41it/s, loss=0.242, pair=19.203, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:03,  1.41it/s, loss=0.094, pair=15.070, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:56,  1.49it/s, loss=0.094, pair=15.070, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:56,  1.49it/s, loss=0.243, pair=21.344, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.243, pair=21.344, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:01,  1.42it/s, loss=0.127, pair=16.922, adv=3.391, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:52,  1.52it/s, loss=0.127, pair=16.922, adv=3.391, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:52,  1.52it/s, loss=0.194, pair=20.859, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:01,  1.40it/s, loss=0.194, pair=20.859, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:01,  1.40it/s, loss=0.112, pair=14.680, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:55,  1.46it/s, loss=0.112, pair=14.680, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:55,  1.46it/s, loss=0.154, pair=18.297, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 165/333 [01:53<02:00,  1.39it/s, loss=0.154, pair=18.297, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<02:00,  1.39it/s, loss=0.104, pair=25.203, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:54,  1.46it/s, loss=0.104, pair=25.203, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:54,  1.46it/s, loss=0.142, pair=15.820, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:56,  1.42it/s, loss=0.142, pair=15.820, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:56,  1.42it/s, loss=0.092, pair=20.203, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 168/333 [01:55<01:51,  1.48it/s, loss=0.092, pair=20.203, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:51,  1.48it/s, loss=0.246, pair=13.555, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:56,  1.41it/s, loss=0.246, pair=13.555, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.105, pair=16.594, adv=3.442, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:49,  1.48it/s, loss=0.105, pair=16.594, adv=3.442, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:49,  1.48it/s, loss=0.153, pair=18.234, adv=3.433, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:51,  1.45it/s, loss=0.153, pair=18.234, adv=3.433, sprd=0.0
Ep 006/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:51,  1.45it/s, loss=0.364, pair=18.391, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:44,  1.54it/s, loss=0.364, pair=18.391, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:44,  1.54it/s, loss=0.120, pair=17.469, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.120, pair=17.469, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:50,  1.45it/s, loss=0.101, pair=21.031, adv=3.377, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 174/333 [01:59<01:45,  1.51it/s, loss=0.101, pair=21.031, adv=3.377, sprd=0.0
Ep 006/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:45,  1.51it/s, loss=0.242, pair=13.828, adv=3.377, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 175/333 [02:00<01:50,  1.43it/s, loss=0.242, pair=13.828, adv=3.377, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:50,  1.43it/s, loss=0.082, pair=19.672, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:45,  1.49it/s, loss=0.082, pair=19.672, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:45,  1.49it/s, loss=0.117, pair=20.016, adv=3.362, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:48,  1.43it/s, loss=0.117, pair=20.016, adv=3.362, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:48,  1.43it/s, loss=0.116, pair=25.250, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 178/333 [02:02<01:44,  1.48it/s, loss=0.116, pair=25.250, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:44,  1.48it/s, loss=0.145, pair=26.938, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:48,  1.42it/s, loss=0.145, pair=26.938, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:48,  1.42it/s, loss=0.098, pair=23.203, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.098, pair=23.203, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.122, pair=26.141, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 181/333 [02:04<01:47,  1.42it/s, loss=0.122, pair=26.141, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.42it/s, loss=0.100, pair=20.250, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:42,  1.47it/s, loss=0.100, pair=20.250, adv=3.425, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:42,  1.47it/s, loss=0.137, pair=20.750, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:47,  1.40it/s, loss=0.137, pair=20.750, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:47,  1.40it/s, loss=0.083, pair=18.219, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 184/333 [02:06<01:43,  1.44it/s, loss=0.083, pair=18.219, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:43,  1.44it/s, loss=0.110, pair=19.312, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:45,  1.40it/s, loss=0.110, pair=19.312, adv=3.389, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.40it/s, loss=0.092, pair=25.469, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:40,  1.47it/s, loss=0.092, pair=25.469, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:40,  1.47it/s, loss=0.118, pair=16.781, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.40it/s, loss=0.118, pair=16.781, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.40it/s, loss=0.126, pair=21.828, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:39,  1.46it/s, loss=0.126, pair=21.828, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.121, pair=22.250, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:43,  1.40it/s, loss=0.121, pair=22.250, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:43,  1.40it/s, loss=0.144, pair=16.641, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.144, pair=16.641, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.275, pair=21.797, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 191/333 [02:11<01:38,  1.43it/s, loss=0.275, pair=21.797, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:38,  1.43it/s, loss=0.147, pair=17.953, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:33,  1.51it/s, loss=0.147, pair=17.953, adv=3.430, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:33,  1.51it/s, loss=0.171, pair=14.000, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.171, pair=14.000, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.120, pair=17.688, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 194/333 [02:13<01:33,  1.48it/s, loss=0.120, pair=17.688, adv=3.428, sprd=0.0
Ep 006/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:33,  1.48it/s, loss=0.184, pair=17.328, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:37,  1.42it/s, loss=0.184, pair=17.328, adv=3.441, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:37,  1.42it/s, loss=0.101, pair=25.625, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:32,  1.49it/s, loss=0.101, pair=25.625, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:32,  1.49it/s, loss=0.113, pair=18.359, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:35,  1.43it/s, loss=0.113, pair=18.359, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:35,  1.43it/s, loss=0.105, pair=18.406, adv=3.391, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:29,  1.51it/s, loss=0.105, pair=18.406, adv=3.391, sprd=0.0
Ep 006/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:29,  1.51it/s, loss=0.273, pair=18.516, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:35,  1.41it/s, loss=0.273, pair=18.516, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:35,  1.41it/s, loss=0.084, pair=19.078, adv=3.419, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 200/333 [02:17<01:28,  1.50it/s, loss=0.084, pair=19.078, adv=3.419, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:28,  1.50it/s, loss=0.165, pair=22.641, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 201/333 [02:18<01:32,  1.43it/s, loss=0.165, pair=22.641, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.43it/s, loss=0.130, pair=17.281, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.130, pair=17.281, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:27,  1.49it/s, loss=0.232, pair=27.812, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.232, pair=27.812, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.086, pair=23.000, adv=3.448, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:25,  1.51it/s, loss=0.086, pair=23.000, adv=3.448, sprd=0.0
Ep 006/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:25,  1.51it/s, loss=0.206, pair=26.891, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:33,  1.37it/s, loss=0.206, pair=26.891, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:33,  1.37it/s, loss=0.102, pair=15.125, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:27,  1.46it/s, loss=0.102, pair=15.125, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:27,  1.46it/s, loss=0.122, pair=18.625, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 207/333 [02:22<01:29,  1.41it/s, loss=0.122, pair=18.625, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.090, pair=18.125, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:25,  1.47it/s, loss=0.090, pair=18.125, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:25,  1.47it/s, loss=0.223, pair=23.547, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:28,  1.40it/s, loss=0.223, pair=23.547, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:28,  1.40it/s, loss=0.098, pair=18.781, adv=3.445, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 210/333 [02:24<01:23,  1.48it/s, loss=0.098, pair=18.781, adv=3.445, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:23,  1.48it/s, loss=0.132, pair=19.609, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:23,  1.46it/s, loss=0.132, pair=19.609, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:23,  1.46it/s, loss=0.088, pair=25.469, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.50it/s, loss=0.088, pair=25.469, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:20,  1.50it/s, loss=0.239, pair=13.609, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 213/333 [02:26<01:23,  1.45it/s, loss=0.239, pair=13.609, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.45it/s, loss=0.087, pair=25.422, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:19,  1.50it/s, loss=0.087, pair=25.422, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:19,  1.50it/s, loss=0.184, pair=17.438, adv=3.432, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:26,  1.36it/s, loss=0.184, pair=17.438, adv=3.432, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:26,  1.36it/s, loss=0.099, pair=17.359, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:21,  1.44it/s, loss=0.099, pair=17.359, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:21,  1.44it/s, loss=0.275, pair=20.594, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:23,  1.40it/s, loss=0.275, pair=20.594, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:23,  1.40it/s, loss=0.102, pair=26.438, adv=3.427, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.102, pair=26.438, adv=3.427, sprd=0.0
Ep 006/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.113, pair=20.141, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.113, pair=20.141, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.087, pair=13.789, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:16,  1.48it/s, loss=0.087, pair=13.789, adv=3.407, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.253, pair=22.578, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.253, pair=22.578, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.085, pair=14.938, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.085, pair=14.938, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.236, pair=14.531, adv=3.392, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 223/333 [02:33<01:16,  1.43it/s, loss=0.236, pair=14.531, adv=3.392, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.43it/s, loss=0.119, pair=15.820, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:13,  1.49it/s, loss=0.119, pair=15.820, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:13,  1.49it/s, loss=0.125, pair=22.156, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.125, pair=22.156, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.43it/s, loss=0.098, pair=21.828, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 226/333 [02:35<01:12,  1.48it/s, loss=0.098, pair=21.828, adv=3.358, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:12,  1.48it/s, loss=0.219, pair=14.844, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:16,  1.38it/s, loss=0.219, pair=14.844, adv=3.403, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:16,  1.38it/s, loss=0.098, pair=14.945, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:11,  1.47it/s, loss=0.098, pair=14.945, adv=3.382, sprd=0.0
Ep 006/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:11,  1.47it/s, loss=0.158, pair=18.703, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.158, pair=18.703, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:12,  1.43it/s, loss=0.095, pair=21.000, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:08,  1.50it/s, loss=0.095, pair=21.000, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.50it/s, loss=0.097, pair=25.641, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:11,  1.42it/s, loss=0.097, pair=25.641, adv=3.429, sprd=0.0
Ep 006/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.42it/s, loss=0.099, pair=16.531, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.099, pair=16.531, adv=3.375, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.229, pair=24.672, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 233/333 [02:40<01:12,  1.37it/s, loss=0.229, pair=24.672, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:12,  1.37it/s, loss=0.085, pair=24.188, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:08,  1.46it/s, loss=0.085, pair=24.188, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:08,  1.46it/s, loss=0.106, pair=18.641, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:10,  1.40it/s, loss=0.106, pair=18.641, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:10,  1.40it/s, loss=0.096, pair=20.141, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:06,  1.45it/s, loss=0.096, pair=20.141, adv=3.368, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:06,  1.45it/s, loss=0.119, pair=22.625, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:07,  1.41it/s, loss=0.119, pair=22.625, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.41it/s, loss=0.109, pair=24.344, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.50it/s, loss=0.109, pair=24.344, adv=3.405, sprd=0.0
Ep 006/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:03,  1.50it/s, loss=0.136, pair=21.531, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:04,  1.45it/s, loss=0.136, pair=21.531, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:04,  1.45it/s, loss=0.107, pair=19.203, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:01,  1.51it/s, loss=0.107, pair=19.203, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:01,  1.51it/s, loss=0.123, pair=22.344, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.45it/s, loss=0.123, pair=22.344, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.45it/s, loss=0.113, pair=19.766, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 242/333 [02:46<00:59,  1.52it/s, loss=0.113, pair=19.766, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<00:59,  1.52it/s, loss=0.345, pair=23.734, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:04,  1.39it/s, loss=0.345, pair=23.734, adv=3.384, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:04,  1.39it/s, loss=0.091, pair=23.984, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.49it/s, loss=0.091, pair=23.984, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:59,  1.49it/s, loss=0.253, pair=19.047, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:01,  1.42it/s, loss=0.253, pair=19.047, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:01,  1.42it/s, loss=0.094, pair=23.797, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:57,  1.50it/s, loss=0.094, pair=23.797, adv=3.402, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.118, pair=20.312, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.118, pair=20.312, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.086, pair=18.594, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:55,  1.53it/s, loss=0.086, pair=18.594, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:55,  1.53it/s, loss=0.372, pair=16.797, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<00:58,  1.45it/s, loss=0.372, pair=16.797, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.45it/s, loss=0.112, pair=21.203, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:53,  1.54it/s, loss=0.112, pair=21.203, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:53,  1.54it/s, loss=0.346, pair=23.016, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.41it/s, loss=0.346, pair=23.016, adv=3.413, sprd=0.0
Ep 006/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.41it/s, loss=0.108, pair=20.750, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:55,  1.46it/s, loss=0.108, pair=20.750, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.46it/s, loss=0.120, pair=19.328, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:56,  1.41it/s, loss=0.120, pair=19.328, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:56,  1.41it/s, loss=0.143, pair=21.953, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.143, pair=21.953, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.105, pair=21.094, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 255/333 [02:55<00:54,  1.44it/s, loss=0.105, pair=21.094, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.44it/s, loss=0.118, pair=13.336, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.49it/s, loss=0.118, pair=13.336, adv=3.417, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.49it/s, loss=0.129, pair=17.562, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.129, pair=17.562, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.107, pair=20.484, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 258/333 [02:57<00:50,  1.49it/s, loss=0.107, pair=20.484, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.49it/s, loss=0.129, pair=15.039, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:51,  1.45it/s, loss=0.129, pair=15.039, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.45it/s, loss=0.085, pair=21.641, adv=3.450, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:48,  1.50it/s, loss=0.085, pair=21.641, adv=3.450, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:48,  1.50it/s, loss=0.111, pair=15.766, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 261/333 [02:59<00:49,  1.46it/s, loss=0.111, pair=15.766, adv=3.421, sprd=0.0
Ep 006/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:49,  1.46it/s, loss=0.107, pair=20.516, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:46,  1.53it/s, loss=0.107, pair=20.516, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:46,  1.53it/s, loss=0.174, pair=19.609, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.174, pair=19.609, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.083, pair=17.109, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 264/333 [03:01<00:45,  1.52it/s, loss=0.083, pair=17.109, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:45,  1.52it/s, loss=0.138, pair=16.844, adv=3.436, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 265/333 [03:02<00:46,  1.46it/s, loss=0.138, pair=16.844, adv=3.436, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:46,  1.46it/s, loss=0.077, pair=24.859, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.077, pair=24.859, adv=3.359, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.120, pair=15.898, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.120, pair=15.898, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.080, pair=21.250, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:42,  1.52it/s, loss=0.080, pair=21.250, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:42,  1.52it/s, loss=0.190, pair=23.172, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.44it/s, loss=0.190, pair=23.172, adv=3.411, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.44it/s, loss=0.084, pair=19.766, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.49it/s, loss=0.084, pair=19.766, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.49it/s, loss=0.113, pair=21.219, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 271/333 [03:06<00:42,  1.45it/s, loss=0.113, pair=21.219, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:42,  1.45it/s, loss=0.081, pair=23.172, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:40,  1.50it/s, loss=0.081, pair=23.172, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.50it/s, loss=0.122, pair=27.203, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:40,  1.47it/s, loss=0.122, pair=27.203, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:40,  1.47it/s, loss=0.095, pair=18.594, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 274/333 [03:08<00:38,  1.53it/s, loss=0.095, pair=18.594, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:38,  1.53it/s, loss=0.215, pair=20.156, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:39,  1.46it/s, loss=0.215, pair=20.156, adv=3.378, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:39,  1.46it/s, loss=0.090, pair=17.438, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.52it/s, loss=0.090, pair=17.438, adv=3.422, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.52it/s, loss=0.107, pair=20.266, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 277/333 [03:10<00:38,  1.45it/s, loss=0.107, pair=20.266, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:38,  1.45it/s, loss=0.090, pair=18.266, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:36,  1.51it/s, loss=0.090, pair=18.266, adv=3.364, sprd=0.0
Ep 006/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:36,  1.51it/s, loss=0.117, pair=19.938, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:37,  1.43it/s, loss=0.117, pair=19.938, adv=3.393, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:37,  1.43it/s, loss=0.074, pair=12.523, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 280/333 [03:12<00:35,  1.49it/s, loss=0.074, pair=12.523, adv=3.386, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:35,  1.49it/s, loss=0.217, pair=23.000, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 281/333 [03:13<00:36,  1.43it/s, loss=0.217, pair=23.000, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.43it/s, loss=0.095, pair=21.422, adv=3.439, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.095, pair=21.422, adv=3.439, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.097, pair=21.641, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 283/333 [03:14<00:35,  1.42it/s, loss=0.097, pair=21.641, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.070, pair=20.344, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 284/333 [03:15<00:32,  1.51it/s, loss=0.070, pair=20.344, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.51it/s, loss=0.149, pair=25.938, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:32,  1.46it/s, loss=0.149, pair=25.938, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:32,  1.46it/s, loss=0.112, pair=24.312, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 286/333 [03:16<00:30,  1.55it/s, loss=0.112, pair=24.312, adv=3.434, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:30,  1.55it/s, loss=0.270, pair=15.938, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 287/333 [03:17<00:31,  1.46it/s, loss=0.270, pair=15.938, adv=3.399, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:31,  1.46it/s, loss=0.089, pair=19.828, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:30,  1.50it/s, loss=0.089, pair=19.828, adv=3.395, sprd=0.0
Ep 006/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:30,  1.50it/s, loss=0.102, pair=21.062, adv=3.438, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 289/333 [03:18<00:30,  1.45it/s, loss=0.102, pair=21.062, adv=3.438, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:30,  1.45it/s, loss=0.091, pair=24.422, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 290/333 [03:19<00:28,  1.51it/s, loss=0.091, pair=24.422, adv=3.365, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:28,  1.51it/s, loss=0.100, pair=19.828, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:29,  1.45it/s, loss=0.100, pair=19.828, adv=3.381, sprd=0.0
Ep 006/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:29,  1.45it/s, loss=0.087, pair=18.938, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 292/333 [03:20<00:27,  1.50it/s, loss=0.087, pair=18.938, adv=3.408, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.50it/s, loss=0.258, pair=27.922, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 293/333 [03:21<00:27,  1.44it/s, loss=0.258, pair=27.922, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:27,  1.44it/s, loss=0.082, pair=19.734, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 294/333 [03:22<00:26,  1.48it/s, loss=0.082, pair=19.734, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.48it/s, loss=0.265, pair=25.219, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.265, pair=25.219, adv=3.345, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.119, pair=21.766, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 296/333 [03:23<00:24,  1.49it/s, loss=0.119, pair=21.766, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.49it/s, loss=0.220, pair=25.281, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 297/333 [03:24<00:25,  1.42it/s, loss=0.220, pair=25.281, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.42it/s, loss=0.130, pair=24.719, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.49it/s, loss=0.130, pair=24.719, adv=3.379, sprd=0.0
Ep 006/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.49it/s, loss=0.138, pair=21.281, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 299/333 [03:25<00:24,  1.42it/s, loss=0.138, pair=21.281, adv=3.401, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.42it/s, loss=0.088, pair=19.094, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 300/333 [03:26<00:22,  1.47it/s, loss=0.088, pair=19.094, adv=3.385, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.47it/s, loss=0.111, pair=25.344, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.43it/s, loss=0.111, pair=25.344, adv=3.437, sprd=0.0
Ep 006/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.43it/s, loss=0.081, pair=20.266, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 302/333 [03:27<00:20,  1.48it/s, loss=0.081, pair=20.266, adv=3.380, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.48it/s, loss=0.576, pair=21.469, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 303/333 [03:28<00:21,  1.38it/s, loss=0.576, pair=21.469, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.38it/s, loss=0.088, pair=20.875, adv=3.438, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.088, pair=20.875, adv=3.438, sprd=0.0
Ep 006/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.339, pair=24.031, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 305/333 [03:29<00:19,  1.43it/s, loss=0.339, pair=24.031, adv=3.360, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.43it/s, loss=0.086, pair=15.641, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 306/333 [03:30<00:18,  1.48it/s, loss=0.086, pair=15.641, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.48it/s, loss=0.348, pair=18.969, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 307/333 [03:31<00:18,  1.39it/s, loss=0.348, pair=18.969, adv=3.414, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.39it/s, loss=0.086, pair=21.328, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.086, pair=21.328, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.185, pair=23.891, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 309/333 [03:32<00:16,  1.43it/s, loss=0.185, pair=23.891, adv=3.410, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.43it/s, loss=0.095, pair=19.688, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 310/333 [03:33<00:15,  1.51it/s, loss=0.095, pair=19.688, adv=3.444, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.175, pair=20.641, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.43it/s, loss=0.175, pair=20.641, adv=3.367, sprd=0.0
Ep 006/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.43it/s, loss=0.112, pair=25.969, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 312/333 [03:34<00:14,  1.49it/s, loss=0.112, pair=25.969, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.49it/s, loss=0.114, pair=23.469, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.114, pair=23.469, adv=3.415, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:13,  1.43it/s, loss=0.099, pair=23.312, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.099, pair=23.312, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.148, pair=20.906, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 315/333 [03:36<00:12,  1.42it/s, loss=0.148, pair=20.906, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.100, pair=19.141, adv=3.392, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 316/333 [03:37<00:11,  1.51it/s, loss=0.100, pair=19.141, adv=3.392, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.260, pair=24.828, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.260, pair=24.828, adv=3.390, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.107, pair=17.312, adv=3.435, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 318/333 [03:38<00:10,  1.48it/s, loss=0.107, pair=17.312, adv=3.435, sprd=0.0
Ep 006/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.139, pair=17.328, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 319/333 [03:39<00:09,  1.43it/s, loss=0.139, pair=17.328, adv=3.397, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.077, pair=29.109, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.51it/s, loss=0.077, pair=29.109, adv=3.440, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.51it/s, loss=0.101, pair=21.344, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.101, pair=21.344, adv=3.398, sprd=0.0
Ep 006/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.085, pair=20.641, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 322/333 [03:41<00:07,  1.47it/s, loss=0.085, pair=20.641, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.47it/s, loss=0.099, pair=26.688, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:07,  1.39it/s, loss=0.099, pair=26.688, adv=3.371, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:07,  1.39it/s, loss=0.117, pair=21.594, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 324/333 [03:42<00:06,  1.47it/s, loss=0.117, pair=21.594, adv=3.412, sprd=0.0
Ep 006/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.47it/s, loss=0.259, pair=23.688, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.259, pair=23.688, adv=3.420, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.116, pair=17.562, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.116, pair=17.562, adv=3.406, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.159, pair=15.875, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.159, pair=15.875, adv=3.383, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.110, pair=22.094, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.110, pair=22.094, adv=3.369, sprd=0.0
Ep 006/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.212, pair=16.828, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 329/333 [03:46<00:02,  1.42it/s, loss=0.212, pair=16.828, adv=3.394, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.086, pair=26.125, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.086, pair=26.125, adv=3.396, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.118, pair=21.172, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 331/333 [03:47<00:01,  1.45it/s, loss=0.118, pair=21.172, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.086, pair=20.094, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 332/333 [03:48<00:00,  1.53it/s, loss=0.086, pair=20.094, adv=3.387, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.53it/s, loss=0.155, pair=19.766, adv=3.404, sprd=0.0
Ep 006/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.44it/s, loss=0.155, pair=19.766, adv=3.404, sprd=0.0
                                                                                                              
Epoch 006/60 [S1:deg_only]  loss=0.1481  mat=0.3726  sens=20.4497  pair=19.4397  adv=3.3969(rand=3.37)  deg=0.0369  orth=0.0334  spread=0.0057  q_mean=50.7  q_std=16.2  α=0.10 β=0.00 γ=1.00 λ_grl=0.394  lr=9.84e-05  229s

Ep 007/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 007/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.133, pair=15.375, adv=3.417, sprd=0.004]
Ep 007/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:12,  1.12s/it, loss=0.133, pair=15.375, adv=3.417, sprd=0.004
Ep 007/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:12,  1.12s/it, loss=0.077, pair=21.703, adv=3.403, sprd=0.003
Ep 007/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:24,  1.25it/s, loss=0.077, pair=21.703, adv=3.403, sprd=0.003
Ep 007/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:24,  1.25it/s, loss=0.131, pair=26.078, adv=3.389, sprd=0.004
Ep 007/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:23,  1.25it/s, loss=0.131, pair=26.078, adv=3.389, sprd=0.004
Ep 007/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:23,  1.25it/s, loss=0.108, pair=19.031, adv=3.395, sprd=0.006
Ep 007/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:53,  1.41it/s, loss=0.108, pair=19.031, adv=3.395, sprd=0.006
Ep 007/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:53,  1.41it/s, loss=0.121, pair=20.266, adv=3.396, sprd=0.004
Ep 007/60 [S1:deg_only]:   2%| | 5/333 [00:03<03:55,  1.39it/s, loss=0.121, pair=20.266, adv=3.396, sprd=0.004
Ep 007/60 [S1:deg_only]:   2%| | 5/333 [00:04<03:55,  1.39it/s, loss=0.105, pair=19.938, adv=3.422, sprd=0.005
Ep 007/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:41,  1.47it/s, loss=0.105, pair=19.938, adv=3.422, sprd=0.005
Ep 007/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:41,  1.47it/s, loss=0.099, pair=18.344, adv=3.415, sprd=0.004
Ep 007/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:47,  1.43it/s, loss=0.099, pair=18.344, adv=3.415, sprd=0.004
Ep 007/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:47,  1.43it/s, loss=0.134, pair=21.453, adv=3.396, sprd=0.005
Ep 007/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:36,  1.50it/s, loss=0.134, pair=21.453, adv=3.396, sprd=0.005
Ep 007/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:36,  1.50it/s, loss=0.221, pair=27.844, adv=3.388, sprd=0.003
Ep 007/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:52,  1.39it/s, loss=0.221, pair=27.844, adv=3.388, sprd=0.003
Ep 007/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:52,  1.39it/s, loss=0.128, pair=16.219, adv=3.395, sprd=0.003
Ep 007/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:36,  1.49it/s, loss=0.128, pair=16.219, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:36,  1.49it/s, loss=0.165, pair=14.445, adv=3.383, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 11/333 [00:07<03:45,  1.43it/s, loss=0.165, pair=14.445, adv=3.383, sprd=0.00
Ep 007/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:45,  1.43it/s, loss=0.116, pair=16.484, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:36,  1.48it/s, loss=0.116, pair=16.484, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:36,  1.48it/s, loss=0.117, pair=17.766, adv=3.392, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:48,  1.40it/s, loss=0.117, pair=17.766, adv=3.392, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:48,  1.40it/s, loss=0.099, pair=23.203, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:38,  1.46it/s, loss=0.099, pair=23.203, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:38,  1.46it/s, loss=0.109, pair=21.281, adv=3.413, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:43,  1.42it/s, loss=0.109, pair=21.281, adv=3.413, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:43,  1.42it/s, loss=0.092, pair=21.078, adv=3.400, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:33,  1.48it/s, loss=0.092, pair=21.078, adv=3.400, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:33,  1.48it/s, loss=0.135, pair=23.172, adv=3.425, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:38,  1.45it/s, loss=0.135, pair=23.172, adv=3.425, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:38,  1.45it/s, loss=0.093, pair=23.141, adv=3.411, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:28,  1.51it/s, loss=0.093, pair=23.141, adv=3.411, sprd=0.00
Ep 007/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:28,  1.51it/s, loss=0.302, pair=21.859, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:37,  1.44it/s, loss=0.302, pair=21.859, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:37,  1.44it/s, loss=0.118, pair=18.312, adv=3.375, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 20/333 [00:13<03:27,  1.50it/s, loss=0.118, pair=18.312, adv=3.375, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:27,  1.50it/s, loss=0.120, pair=13.812, adv=3.402, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:34,  1.45it/s, loss=0.120, pair=13.812, adv=3.402, sprd=0.00
Ep 007/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:34,  1.45it/s, loss=0.086, pair=20.578, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:25,  1.51it/s, loss=0.086, pair=20.578, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:25,  1.51it/s, loss=0.109, pair=18.531, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.109, pair=18.531, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:35,  1.44it/s, loss=0.076, pair=18.703, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:24,  1.51it/s, loss=0.076, pair=18.703, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:24,  1.51it/s, loss=0.132, pair=19.469, adv=3.405, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:30,  1.46it/s, loss=0.132, pair=19.469, adv=3.405, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:30,  1.46it/s, loss=0.072, pair=17.156, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.072, pair=17.156, adv=3.385, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:24,  1.50it/s, loss=0.128, pair=22.328, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:38,  1.40it/s, loss=0.128, pair=22.328, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:38,  1.40it/s, loss=0.108, pair=17.672, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:27,  1.47it/s, loss=0.108, pair=17.672, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:27,  1.47it/s, loss=0.127, pair=25.219, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:34,  1.42it/s, loss=0.127, pair=25.219, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:34,  1.42it/s, loss=0.077, pair=19.766, adv=3.403, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 30/333 [00:20<03:25,  1.47it/s, loss=0.077, pair=19.766, adv=3.403, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:25,  1.47it/s, loss=0.109, pair=18.844, adv=3.400, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:33,  1.41it/s, loss=0.109, pair=18.844, adv=3.400, sprd=0.00
Ep 007/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:33,  1.41it/s, loss=0.083, pair=25.938, adv=3.408, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:23,  1.48it/s, loss=0.083, pair=25.938, adv=3.408, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:23,  1.48it/s, loss=0.107, pair=23.141, adv=3.410, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.107, pair=23.141, adv=3.410, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.076, pair=24.828, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:22,  1.48it/s, loss=0.076, pair=24.828, adv=3.395, sprd=0.00
Ep 007/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:22,  1.48it/s, loss=0.108, pair=22.906, adv=3.388, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:33,  1.40it/s, loss=0.108, pair=22.906, adv=3.388, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:33,  1.40it/s, loss=0.105, pair=20.000, adv=3.399, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:22,  1.47it/s, loss=0.105, pair=20.000, adv=3.399, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:22,  1.47it/s, loss=0.088, pair=21.922, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:31,  1.40it/s, loss=0.088, pair=21.922, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:31,  1.40it/s, loss=0.125, pair=26.094, adv=3.380, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:19,  1.48it/s, loss=0.125, pair=26.094, adv=3.380, sprd=0.00
Ep 007/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:19,  1.48it/s, loss=0.114, pair=25.969, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.114, pair=25.969, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:30,  1.40it/s, loss=0.087, pair=17.500, adv=3.363, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:19,  1.47it/s, loss=0.087, pair=17.500, adv=3.363, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:19,  1.47it/s, loss=0.098, pair=25.000, adv=3.399, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:26,  1.41it/s, loss=0.098, pair=25.000, adv=3.399, sprd=0.00
Ep 007/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:26,  1.41it/s, loss=0.084, pair=16.688, adv=3.408, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:17,  1.48it/s, loss=0.084, pair=16.688, adv=3.408, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:17,  1.48it/s, loss=0.131, pair=20.516, adv=3.399, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 43/333 [00:29<03:19,  1.45it/s, loss=0.131, pair=20.516, adv=3.399, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:19,  1.45it/s, loss=0.087, pair=25.672, adv=3.384, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:13,  1.50it/s, loss=0.087, pair=25.672, adv=3.384, sprd=0.00
Ep 007/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:13,  1.50it/s, loss=0.089, pair=22.125, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:20,  1.44it/s, loss=0.089, pair=22.125, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:20,  1.44it/s, loss=0.081, pair=24.234, adv=3.425, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 46/333 [00:31<03:10,  1.50it/s, loss=0.081, pair=24.234, adv=3.425, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:10,  1.50it/s, loss=0.229, pair=21.781, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:17,  1.45it/s, loss=0.229, pair=21.781, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:17,  1.45it/s, loss=0.087, pair=23.516, adv=3.412, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:06,  1.53it/s, loss=0.087, pair=23.516, adv=3.412, sprd=0.00
Ep 007/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:06,  1.53it/s, loss=0.100, pair=26.484, adv=3.388, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 49/333 [00:33<03:15,  1.45it/s, loss=0.100, pair=26.484, adv=3.388, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:15,  1.45it/s, loss=0.079, pair=20.797, adv=3.418, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:05,  1.53it/s, loss=0.079, pair=20.797, adv=3.418, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:05,  1.53it/s, loss=0.143, pair=23.891, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:14,  1.45it/s, loss=0.143, pair=23.891, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:14,  1.45it/s, loss=0.076, pair=19.094, adv=3.361, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 52/333 [00:35<03:07,  1.50it/s, loss=0.076, pair=19.094, adv=3.361, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:07,  1.50it/s, loss=0.101, pair=15.305, adv=3.410, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:15,  1.43it/s, loss=0.101, pair=15.305, adv=3.410, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:15,  1.43it/s, loss=0.091, pair=22.875, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:09,  1.47it/s, loss=0.091, pair=22.875, adv=3.393, sprd=0.00
Ep 007/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:09,  1.47it/s, loss=0.158, pair=24.094, adv=3.387, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:16,  1.42it/s, loss=0.158, pair=24.094, adv=3.387, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:16,  1.42it/s, loss=0.081, pair=21.562, adv=3.359, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:06,  1.48it/s, loss=0.081, pair=21.562, adv=3.359, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:06,  1.48it/s, loss=0.146, pair=23.469, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:10,  1.45it/s, loss=0.146, pair=23.469, adv=3.414, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:10,  1.45it/s, loss=0.148, pair=20.094, adv=3.380, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.148, pair=20.094, adv=3.380, sprd=0.00
Ep 007/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:03,  1.50it/s, loss=0.122, pair=20.688, adv=3.383, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:08,  1.45it/s, loss=0.122, pair=20.688, adv=3.383, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:08,  1.45it/s, loss=0.104, pair=23.406, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:02,  1.50it/s, loss=0.104, pair=23.406, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:02,  1.50it/s, loss=0.114, pair=16.625, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.42it/s, loss=0.114, pair=16.625, adv=3.377, sprd=0.00
Ep 007/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.42it/s, loss=0.081, pair=12.156, adv=3.371, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<03:02,  1.49it/s, loss=0.081, pair=12.156, adv=3.371, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:02,  1.49it/s, loss=0.146, pair=19.844, adv=3.362, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:15,  1.38it/s, loss=0.146, pair=19.844, adv=3.362, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:15,  1.38it/s, loss=0.096, pair=21.047, adv=3.363, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:03,  1.47it/s, loss=0.096, pair=21.047, adv=3.363, sprd=0.00
Ep 007/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:03,  1.47it/s, loss=0.097, pair=19.203, adv=3.422, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 65/333 [00:44<03:07,  1.43it/s, loss=0.097, pair=19.203, adv=3.422, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:07,  1.43it/s, loss=0.090, pair=19.109, adv=3.375, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<02:58,  1.49it/s, loss=0.090, pair=19.109, adv=3.375, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<02:58,  1.49it/s, loss=0.108, pair=20.375, adv=3.420, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:06,  1.42it/s, loss=0.108, pair=20.375, adv=3.420, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:06,  1.42it/s, loss=0.088, pair=18.734, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 68/333 [00:46<02:59,  1.48it/s, loss=0.088, pair=18.734, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:59,  1.48it/s, loss=0.111, pair=20.047, adv=3.413, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:04,  1.43it/s, loss=0.111, pair=20.047, adv=3.413, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.077, pair=23.203, adv=3.418, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:57,  1.48it/s, loss=0.077, pair=23.203, adv=3.418, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:57,  1.48it/s, loss=0.146, pair=22.375, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.146, pair=22.375, adv=3.396, sprd=0.00
Ep 007/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:03,  1.43it/s, loss=0.067, pair=20.531, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:55,  1.48it/s, loss=0.067, pair=20.531, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:55,  1.48it/s, loss=0.110, pair=26.125, adv=3.419, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:00,  1.44it/s, loss=0.110, pair=26.125, adv=3.419, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:00,  1.44it/s, loss=0.075, pair=15.273, adv=3.392, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:55,  1.48it/s, loss=0.075, pair=15.273, adv=3.392, sprd=0.00
Ep 007/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:55,  1.48it/s, loss=0.115, pair=21.719, adv=3.379, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 75/333 [00:51<03:01,  1.42it/s, loss=0.115, pair=21.719, adv=3.379, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:01,  1.42it/s, loss=0.077, pair=22.109, adv=3.415, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:53,  1.48it/s, loss=0.077, pair=22.109, adv=3.415, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:53,  1.48it/s, loss=0.103, pair=17.766, adv=3.417, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:58,  1.43it/s, loss=0.103, pair=17.766, adv=3.417, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:58,  1.43it/s, loss=0.081, pair=22.797, adv=3.403, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:50,  1.50it/s, loss=0.081, pair=22.797, adv=3.403, sprd=0.00
Ep 007/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:50,  1.50it/s, loss=0.111, pair=19.438, adv=3.406, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:57,  1.43it/s, loss=0.111, pair=19.438, adv=3.406, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:57,  1.43it/s, loss=0.096, pair=29.219, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.096, pair=29.219, adv=3.386, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:50,  1.48it/s, loss=0.222, pair=24.344, adv=3.387, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 81/333 [00:55<02:57,  1.42it/s, loss=0.222, pair=24.344, adv=3.387, sprd=0.00
Ep 007/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.077, pair=21.484, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:50,  1.47it/s, loss=0.077, pair=21.484, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:50,  1.47it/s, loss=0.118, pair=24.344, adv=3.376, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:55,  1.42it/s, loss=0.118, pair=24.344, adv=3.376, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:55,  1.42it/s, loss=0.076, pair=15.828, adv=3.415, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▎| 84/333 [00:57<02:45,  1.50it/s, loss=0.076, pair=15.828, adv=3.415, sprd=0.00
Ep 007/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:45,  1.50it/s, loss=0.104, pair=23.969, adv=3.370, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:54,  1.42it/s, loss=0.104, pair=23.969, adv=3.370, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:54,  1.42it/s, loss=0.074, pair=14.719, adv=3.411, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:43,  1.51it/s, loss=0.074, pair=14.719, adv=3.411, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:43,  1.51it/s, loss=0.102, pair=21.688, adv=3.327, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:51,  1.43it/s, loss=0.102, pair=21.688, adv=3.327, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:51,  1.43it/s, loss=0.075, pair=23.297, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:43,  1.50it/s, loss=0.075, pair=23.297, adv=3.378, sprd=0.00
Ep 007/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:43,  1.50it/s, loss=0.105, pair=25.109, adv=3.431, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:48,  1.45it/s, loss=0.105, pair=25.109, adv=3.431, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:48,  1.45it/s, loss=0.065, pair=26.531, adv=3.405, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:42,  1.49it/s, loss=0.065, pair=26.531, adv=3.405, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:42,  1.49it/s, loss=0.201, pair=27.109, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 91/333 [01:02<02:49,  1.42it/s, loss=0.201, pair=27.109, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:49,  1.42it/s, loss=0.078, pair=25.250, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:43,  1.48it/s, loss=0.078, pair=25.250, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:43,  1.48it/s, loss=0.136, pair=14.062, adv=3.412, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:50,  1.41it/s, loss=0.136, pair=14.062, adv=3.412, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:50,  1.41it/s, loss=0.091, pair=22.703, adv=3.400, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 94/333 [01:04<02:41,  1.48it/s, loss=0.091, pair=22.703, adv=3.400, sprd=0.00
Ep 007/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.119, pair=24.750, adv=3.345, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:49,  1.41it/s, loss=0.119, pair=24.750, adv=3.345, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:49,  1.41it/s, loss=0.087, pair=21.328, adv=3.409, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:39,  1.48it/s, loss=0.087, pair=21.328, adv=3.409, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:39,  1.48it/s, loss=0.157, pair=27.859, adv=3.373, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 97/333 [01:06<02:45,  1.43it/s, loss=0.157, pair=27.859, adv=3.373, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:45,  1.43it/s, loss=0.176, pair=27.359, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:36,  1.50it/s, loss=0.176, pair=27.359, adv=3.398, sprd=0.00
Ep 007/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:36,  1.50it/s, loss=0.091, pair=19.234, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.091, pair=19.234, adv=3.397, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.108, pair=23.328, adv=3.374, sprd=0.00
Ep 007/60 [S1:deg_only]:  30%|▎| 100/333 [01:08<02:36,  1.49it/s, loss=0.108, pair=23.328, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:36,  1.49it/s, loss=0.097, pair=25.469, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:44,  1.41it/s, loss=0.097, pair=25.469, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:44,  1.41it/s, loss=0.087, pair=20.672, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:36,  1.48it/s, loss=0.087, pair=20.672, adv=3.432, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:36,  1.48it/s, loss=0.105, pair=25.828, adv=3.389, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.41it/s, loss=0.105, pair=25.828, adv=3.389, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:42,  1.41it/s, loss=0.069, pair=16.609, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:34,  1.48it/s, loss=0.069, pair=16.609, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:34,  1.48it/s, loss=0.294, pair=23.125, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:38,  1.44it/s, loss=0.294, pair=23.125, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:38,  1.44it/s, loss=0.086, pair=21.078, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.086, pair=21.078, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.112, pair=22.172, adv=3.422, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 107/333 [01:13<02:36,  1.44it/s, loss=0.112, pair=22.172, adv=3.422, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:36,  1.44it/s, loss=0.085, pair=18.875, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:27,  1.52it/s, loss=0.085, pair=18.875, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:27,  1.52it/s, loss=0.115, pair=24.078, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:34,  1.45it/s, loss=0.115, pair=24.078, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:34,  1.45it/s, loss=0.093, pair=17.375, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 110/333 [01:15<02:27,  1.51it/s, loss=0.093, pair=17.375, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:27,  1.51it/s, loss=0.204, pair=21.047, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:37,  1.41it/s, loss=0.204, pair=21.047, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.067, pair=21.328, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:29,  1.47it/s, loss=0.067, pair=21.328, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:29,  1.47it/s, loss=0.098, pair=19.328, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 113/333 [01:17<02:33,  1.43it/s, loss=0.098, pair=19.328, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.085, pair=23.062, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:24,  1.51it/s, loss=0.085, pair=23.062, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:24,  1.51it/s, loss=0.208, pair=15.008, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:30,  1.45it/s, loss=0.208, pair=15.008, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:30,  1.45it/s, loss=0.069, pair=19.219, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 116/333 [01:19<02:23,  1.51it/s, loss=0.069, pair=19.219, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:23,  1.51it/s, loss=0.132, pair=25.844, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:30,  1.44it/s, loss=0.132, pair=25.844, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:30,  1.44it/s, loss=0.099, pair=20.797, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.099, pair=20.797, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:22,  1.51it/s, loss=0.145, pair=20.266, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 119/333 [01:21<02:31,  1.41it/s, loss=0.145, pair=20.266, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:31,  1.41it/s, loss=0.070, pair=28.562, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:23,  1.49it/s, loss=0.070, pair=28.562, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.49it/s, loss=0.119, pair=17.828, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:30,  1.41it/s, loss=0.119, pair=17.828, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:30,  1.41it/s, loss=0.081, pair=20.344, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 122/333 [01:23<02:23,  1.48it/s, loss=0.081, pair=20.344, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:23,  1.48it/s, loss=0.096, pair=24.422, adv=3.422, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 123/333 [01:24<02:27,  1.42it/s, loss=0.096, pair=24.422, adv=3.422, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:27,  1.42it/s, loss=0.071, pair=24.594, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:20,  1.49it/s, loss=0.071, pair=24.594, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:20,  1.49it/s, loss=0.078, pair=27.297, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.078, pair=27.297, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:26,  1.42it/s, loss=0.069, pair=29.391, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 126/333 [01:26<02:19,  1.48it/s, loss=0.069, pair=29.391, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:19,  1.48it/s, loss=0.167, pair=23.594, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:25,  1.41it/s, loss=0.167, pair=23.594, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:25,  1.41it/s, loss=0.066, pair=23.078, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.066, pair=23.078, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.48it/s, loss=0.224, pair=19.188, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 129/333 [01:28<02:21,  1.44it/s, loss=0.224, pair=19.188, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:21,  1.44it/s, loss=0.092, pair=17.734, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:14,  1.51it/s, loss=0.092, pair=17.734, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.691, pair=23.266, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.691, pair=23.266, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:21,  1.43it/s, loss=0.066, pair=19.188, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 132/333 [01:30<02:12,  1.51it/s, loss=0.066, pair=19.188, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:12,  1.51it/s, loss=0.187, pair=24.406, adv=3.412, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 133/333 [01:31<02:16,  1.47it/s, loss=0.187, pair=24.406, adv=3.412, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:16,  1.47it/s, loss=0.085, pair=19.094, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:10,  1.52it/s, loss=0.085, pair=19.094, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:10,  1.52it/s, loss=0.087, pair=19.406, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 135/333 [01:32<02:18,  1.43it/s, loss=0.087, pair=19.406, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.091, pair=21.953, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 136/333 [01:33<02:10,  1.51it/s, loss=0.091, pair=21.953, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:10,  1.51it/s, loss=0.115, pair=26.047, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:15,  1.45it/s, loss=0.115, pair=26.047, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:15,  1.45it/s, loss=0.075, pair=23.234, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 138/333 [01:34<02:07,  1.53it/s, loss=0.075, pair=23.234, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:07,  1.53it/s, loss=0.144, pair=21.812, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 139/333 [01:35<02:17,  1.41it/s, loss=0.144, pair=21.812, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.061, pair=15.766, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:09,  1.49it/s, loss=0.061, pair=15.766, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:09,  1.49it/s, loss=0.101, pair=18.766, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 141/333 [01:36<02:13,  1.44it/s, loss=0.101, pair=18.766, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.44it/s, loss=0.143, pair=21.375, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 142/333 [01:37<02:06,  1.50it/s, loss=0.143, pair=21.375, adv=3.425, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:06,  1.50it/s, loss=0.132, pair=17.188, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:15,  1.40it/s, loss=0.132, pair=17.188, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:15,  1.40it/s, loss=0.077, pair=25.922, adv=3.355, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.077, pair=25.922, adv=3.355, sprd=0.0
Ep 007/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.105, pair=20.250, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 145/333 [01:39<02:13,  1.41it/s, loss=0.105, pair=20.250, adv=3.384, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:13,  1.41it/s, loss=0.101, pair=21.406, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:07,  1.47it/s, loss=0.101, pair=21.406, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.122, pair=20.422, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:10,  1.42it/s, loss=0.122, pair=20.422, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:10,  1.42it/s, loss=0.128, pair=21.172, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 148/333 [01:41<02:06,  1.46it/s, loss=0.128, pair=21.172, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:06,  1.46it/s, loss=0.135, pair=21.047, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 149/333 [01:42<02:12,  1.39it/s, loss=0.135, pair=21.047, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:12,  1.39it/s, loss=0.086, pair=24.078, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.086, pair=24.078, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.089, pair=18.078, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 151/333 [01:43<02:06,  1.44it/s, loss=0.089, pair=18.078, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:06,  1.44it/s, loss=0.086, pair=25.344, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 152/333 [01:44<02:00,  1.51it/s, loss=0.086, pair=25.344, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:00,  1.51it/s, loss=0.090, pair=21.609, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:06,  1.42it/s, loss=0.090, pair=21.609, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:06,  1.42it/s, loss=0.094, pair=15.398, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 154/333 [01:45<02:00,  1.49it/s, loss=0.094, pair=15.398, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:00,  1.49it/s, loss=0.103, pair=19.578, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 155/333 [01:46<02:03,  1.45it/s, loss=0.103, pair=19.578, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.45it/s, loss=0.114, pair=19.062, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:57,  1.51it/s, loss=0.114, pair=19.062, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:57,  1.51it/s, loss=0.121, pair=25.203, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:08,  1.37it/s, loss=0.121, pair=25.203, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:08,  1.37it/s, loss=0.116, pair=20.703, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 158/333 [01:48<02:00,  1.45it/s, loss=0.116, pair=20.703, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<02:00,  1.45it/s, loss=0.142, pair=16.578, adv=3.440, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:01,  1.44it/s, loss=0.142, pair=16.578, adv=3.440, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:01,  1.44it/s, loss=0.080, pair=30.859, adv=3.437, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:55,  1.49it/s, loss=0.080, pair=30.859, adv=3.437, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:55,  1.49it/s, loss=0.195, pair=28.656, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 161/333 [01:50<02:04,  1.38it/s, loss=0.195, pair=28.656, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:04,  1.38it/s, loss=0.096, pair=25.219, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:56,  1.47it/s, loss=0.096, pair=25.219, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:56,  1.47it/s, loss=0.158, pair=21.297, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.158, pair=21.297, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.076, pair=19.844, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 164/333 [01:52<01:54,  1.48it/s, loss=0.076, pair=19.844, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.113, pair=20.469, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 165/333 [01:53<01:59,  1.41it/s, loss=0.113, pair=20.469, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:59,  1.41it/s, loss=0.064, pair=18.703, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:51,  1.50it/s, loss=0.064, pair=18.703, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:51,  1.50it/s, loss=0.083, pair=23.797, adv=3.442, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 167/333 [01:54<01:55,  1.43it/s, loss=0.083, pair=23.797, adv=3.442, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:55,  1.43it/s, loss=0.085, pair=14.734, adv=3.452, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 168/333 [01:55<01:48,  1.52it/s, loss=0.085, pair=14.734, adv=3.452, sprd=0.0
Ep 007/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:48,  1.52it/s, loss=0.110, pair=25.625, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:53,  1.44it/s, loss=0.110, pair=25.625, adv=3.410, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:53,  1.44it/s, loss=0.105, pair=16.391, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 170/333 [01:56<01:48,  1.51it/s, loss=0.105, pair=16.391, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:48,  1.51it/s, loss=0.152, pair=24.328, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 171/333 [01:57<01:52,  1.44it/s, loss=0.152, pair=24.328, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:52,  1.44it/s, loss=0.080, pair=25.250, adv=3.435, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:47,  1.50it/s, loss=0.080, pair=25.250, adv=3.435, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:47,  1.50it/s, loss=0.089, pair=15.711, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:53,  1.41it/s, loss=0.089, pair=15.711, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:53,  1.41it/s, loss=0.067, pair=19.172, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 174/333 [01:59<01:46,  1.49it/s, loss=0.067, pair=19.172, adv=3.427, sprd=0.0
Ep 007/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:46,  1.49it/s, loss=0.137, pair=29.219, adv=3.407, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 175/333 [02:00<01:55,  1.37it/s, loss=0.137, pair=29.219, adv=3.407, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:55,  1.37it/s, loss=0.073, pair=19.125, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:48,  1.45it/s, loss=0.073, pair=19.125, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:48,  1.45it/s, loss=0.099, pair=23.125, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 177/333 [02:01<01:52,  1.39it/s, loss=0.099, pair=23.125, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:52,  1.39it/s, loss=0.067, pair=20.047, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 178/333 [02:02<01:45,  1.47it/s, loss=0.067, pair=20.047, adv=3.417, sprd=0.0
Ep 007/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:45,  1.47it/s, loss=0.098, pair=25.828, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:48,  1.42it/s, loss=0.098, pair=25.828, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:48,  1.42it/s, loss=0.068, pair=17.219, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 180/333 [02:03<01:43,  1.48it/s, loss=0.068, pair=17.219, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.48it/s, loss=0.784, pair=21.656, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 181/333 [02:04<01:51,  1.37it/s, loss=0.784, pair=21.656, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:51,  1.37it/s, loss=0.086, pair=17.922, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:44,  1.45it/s, loss=0.086, pair=17.922, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:44,  1.45it/s, loss=0.131, pair=20.547, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:47,  1.40it/s, loss=0.131, pair=20.547, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:47,  1.40it/s, loss=0.076, pair=22.047, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 184/333 [02:06<01:41,  1.47it/s, loss=0.076, pair=22.047, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:41,  1.47it/s, loss=0.119, pair=20.328, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:45,  1.41it/s, loss=0.119, pair=20.328, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.41it/s, loss=0.094, pair=37.156, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:40,  1.46it/s, loss=0.094, pair=37.156, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:40,  1.46it/s, loss=0.091, pair=20.562, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 187/333 [02:08<01:42,  1.42it/s, loss=0.091, pair=20.562, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.081, pair=18.734, adv=3.407, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:36,  1.50it/s, loss=0.081, pair=18.734, adv=3.407, sprd=0.0
Ep 007/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:36,  1.50it/s, loss=0.086, pair=16.984, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:43,  1.40it/s, loss=0.086, pair=16.984, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:43,  1.40it/s, loss=0.078, pair=24.234, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 190/333 [02:10<01:38,  1.46it/s, loss=0.078, pair=24.234, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:38,  1.46it/s, loss=0.224, pair=21.953, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 191/333 [02:11<01:42,  1.38it/s, loss=0.224, pair=21.953, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:42,  1.38it/s, loss=0.065, pair=21.625, adv=3.394, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:36,  1.46it/s, loss=0.065, pair=21.625, adv=3.394, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:36,  1.46it/s, loss=0.144, pair=23.969, adv=3.402, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.144, pair=23.969, adv=3.402, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:41,  1.38it/s, loss=0.066, pair=21.781, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 194/333 [02:13<01:34,  1.46it/s, loss=0.066, pair=21.781, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:34,  1.46it/s, loss=0.104, pair=18.984, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:38,  1.39it/s, loss=0.104, pair=18.984, adv=3.405, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:38,  1.39it/s, loss=0.074, pair=25.859, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:31,  1.49it/s, loss=0.074, pair=25.859, adv=3.399, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:31,  1.49it/s, loss=0.177, pair=22.250, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 197/333 [02:15<01:37,  1.39it/s, loss=0.177, pair=22.250, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:37,  1.39it/s, loss=0.071, pair=21.875, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:32,  1.47it/s, loss=0.071, pair=21.875, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:32,  1.47it/s, loss=0.126, pair=25.906, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:34,  1.41it/s, loss=0.126, pair=25.906, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:34,  1.41it/s, loss=0.065, pair=16.766, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 200/333 [02:17<01:30,  1.48it/s, loss=0.065, pair=16.766, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:30,  1.48it/s, loss=0.146, pair=25.078, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 201/333 [02:18<01:32,  1.42it/s, loss=0.146, pair=25.078, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.069, pair=17.672, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.069, pair=17.672, adv=3.367, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.094, pair=15.664, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 203/333 [02:19<01:30,  1.43it/s, loss=0.094, pair=15.664, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.43it/s, loss=0.063, pair=24.891, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:26,  1.49it/s, loss=0.063, pair=24.891, adv=3.404, sprd=0.0
Ep 007/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:26,  1.49it/s, loss=0.145, pair=20.641, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:32,  1.38it/s, loss=0.145, pair=20.641, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:32,  1.38it/s, loss=0.093, pair=23.734, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:26,  1.46it/s, loss=0.093, pair=23.734, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:26,  1.46it/s, loss=0.135, pair=23.250, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 207/333 [02:22<01:29,  1.41it/s, loss=0.135, pair=23.250, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.080, pair=24.297, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:24,  1.49it/s, loss=0.080, pair=24.297, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:24,  1.49it/s, loss=0.074, pair=32.250, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:27,  1.41it/s, loss=0.074, pair=32.250, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:27,  1.41it/s, loss=0.104, pair=17.828, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 210/333 [02:24<01:22,  1.49it/s, loss=0.104, pair=17.828, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.094, pair=24.891, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:25,  1.43it/s, loss=0.094, pair=24.891, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:25,  1.43it/s, loss=0.059, pair=23.094, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:22,  1.47it/s, loss=0.059, pair=23.094, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:22,  1.47it/s, loss=0.097, pair=24.922, adv=3.402, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 213/333 [02:26<01:25,  1.41it/s, loss=0.097, pair=24.922, adv=3.402, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.41it/s, loss=0.156, pair=23.250, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:20,  1.47it/s, loss=0.156, pair=23.250, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.47it/s, loss=0.104, pair=21.484, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.104, pair=21.484, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.077, pair=24.203, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 216/333 [02:28<01:18,  1.50it/s, loss=0.077, pair=24.203, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.50it/s, loss=0.094, pair=19.188, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:21,  1.43it/s, loss=0.094, pair=19.188, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:21,  1.43it/s, loss=0.069, pair=21.406, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:17,  1.48it/s, loss=0.069, pair=21.406, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:17,  1.48it/s, loss=0.171, pair=20.359, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.171, pair=20.359, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:20,  1.41it/s, loss=0.065, pair=20.078, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:16,  1.48it/s, loss=0.065, pair=20.078, adv=3.414, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:16,  1.48it/s, loss=0.133, pair=23.641, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.133, pair=23.641, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.070, pair=21.812, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.50it/s, loss=0.070, pair=21.812, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.50it/s, loss=0.150, pair=17.938, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 223/333 [02:33<01:17,  1.42it/s, loss=0.150, pair=17.938, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:17,  1.42it/s, loss=0.086, pair=22.094, adv=3.358, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:14,  1.47it/s, loss=0.086, pair=22.094, adv=3.358, sprd=0.0
Ep 007/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:14,  1.47it/s, loss=0.142, pair=21.328, adv=3.357, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:16,  1.42it/s, loss=0.142, pair=21.328, adv=3.357, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:16,  1.42it/s, loss=0.105, pair=22.125, adv=3.420, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 226/333 [02:35<01:11,  1.51it/s, loss=0.105, pair=22.125, adv=3.420, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.51it/s, loss=0.121, pair=24.172, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:12,  1.46it/s, loss=0.121, pair=24.172, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:12,  1.46it/s, loss=0.079, pair=23.609, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:09,  1.52it/s, loss=0.079, pair=23.609, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:09,  1.52it/s, loss=0.089, pair=24.406, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 229/333 [02:37<01:10,  1.46it/s, loss=0.089, pair=24.406, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:10,  1.46it/s, loss=0.073, pair=22.172, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:08,  1.50it/s, loss=0.073, pair=22.172, adv=3.356, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.50it/s, loss=0.144, pair=20.359, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:14,  1.37it/s, loss=0.144, pair=20.359, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:14,  1.37it/s, loss=0.100, pair=19.562, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 232/333 [02:39<01:10,  1.43it/s, loss=0.100, pair=19.562, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:10,  1.43it/s, loss=0.121, pair=18.922, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 233/333 [02:40<01:11,  1.40it/s, loss=0.121, pair=18.922, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:11,  1.40it/s, loss=0.083, pair=22.297, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:06,  1.49it/s, loss=0.083, pair=22.297, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:06,  1.49it/s, loss=0.115, pair=26.469, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.42it/s, loss=0.115, pair=26.469, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.42it/s, loss=0.085, pair=20.047, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:04,  1.49it/s, loss=0.085, pair=20.047, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.49it/s, loss=0.089, pair=19.031, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.089, pair=19.031, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.075, pair=18.734, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.50it/s, loss=0.075, pair=18.734, adv=3.383, sprd=0.0
Ep 007/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.50it/s, loss=0.106, pair=22.781, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 239/333 [02:44<01:05,  1.43it/s, loss=0.106, pair=22.781, adv=3.413, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.43it/s, loss=0.102, pair=19.141, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.48it/s, loss=0.102, pair=19.141, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.48it/s, loss=0.078, pair=24.625, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.44it/s, loss=0.078, pair=24.625, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:03,  1.44it/s, loss=0.101, pair=28.812, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 242/333 [02:46<01:00,  1.50it/s, loss=0.101, pair=28.812, adv=3.370, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:00,  1.50it/s, loss=0.179, pair=22.688, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:01,  1.46it/s, loss=0.179, pair=22.688, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:01,  1.46it/s, loss=0.073, pair=18.859, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.51it/s, loss=0.073, pair=18.859, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.51it/s, loss=0.129, pair=23.875, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 245/333 [02:48<01:00,  1.45it/s, loss=0.129, pair=23.875, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:00,  1.45it/s, loss=0.064, pair=21.984, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:57,  1.50it/s, loss=0.064, pair=21.984, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.240, pair=20.406, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.240, pair=20.406, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.065, pair=21.484, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 248/333 [02:50<00:57,  1.49it/s, loss=0.065, pair=21.484, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:57,  1.49it/s, loss=0.078, pair=25.922, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<00:58,  1.44it/s, loss=0.078, pair=25.922, adv=3.369, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:58,  1.44it/s, loss=0.070, pair=21.266, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.070, pair=21.266, adv=3.415, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.086, pair=23.047, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 251/333 [02:52<00:57,  1.43it/s, loss=0.086, pair=23.047, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.102, pair=24.047, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:53,  1.50it/s, loss=0.102, pair=24.047, adv=3.362, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:53,  1.50it/s, loss=0.091, pair=15.578, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:55,  1.43it/s, loss=0.091, pair=15.578, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:55,  1.43it/s, loss=0.066, pair=25.453, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 254/333 [02:54<00:53,  1.48it/s, loss=0.066, pair=25.453, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.48it/s, loss=0.201, pair=20.062, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 255/333 [02:55<00:54,  1.43it/s, loss=0.201, pair=20.062, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.43it/s, loss=0.061, pair=17.875, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.51it/s, loss=0.061, pair=17.875, adv=3.418, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.51it/s, loss=0.160, pair=20.531, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.160, pair=20.531, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:54,  1.39it/s, loss=0.075, pair=20.969, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 258/333 [02:57<00:50,  1.47it/s, loss=0.075, pair=20.969, adv=3.365, sprd=0.0
Ep 007/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.47it/s, loss=0.094, pair=22.422, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:53,  1.39it/s, loss=0.094, pair=22.422, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:53,  1.39it/s, loss=0.070, pair=19.812, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:49,  1.48it/s, loss=0.070, pair=19.812, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:49,  1.48it/s, loss=0.208, pair=20.844, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 261/333 [02:59<00:50,  1.41it/s, loss=0.208, pair=20.844, adv=3.381, sprd=0.0
Ep 007/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.41it/s, loss=0.078, pair=26.906, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:47,  1.48it/s, loss=0.078, pair=26.906, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.48it/s, loss=0.122, pair=28.234, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:50,  1.39it/s, loss=0.122, pair=28.234, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:50,  1.39it/s, loss=0.105, pair=30.062, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 264/333 [03:01<00:47,  1.46it/s, loss=0.105, pair=30.062, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:47,  1.46it/s, loss=0.126, pair=23.297, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 265/333 [03:02<00:48,  1.39it/s, loss=0.126, pair=23.297, adv=3.366, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:48,  1.39it/s, loss=0.065, pair=20.281, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:46,  1.45it/s, loss=0.065, pair=20.281, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:46,  1.45it/s, loss=0.104, pair=25.859, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.104, pair=25.859, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.067, pair=26.375, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:43,  1.51it/s, loss=0.067, pair=26.375, adv=3.408, sprd=0.0
Ep 007/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.51it/s, loss=0.082, pair=26.953, adv=3.435, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.44it/s, loss=0.082, pair=26.953, adv=3.435, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.44it/s, loss=0.066, pair=27.828, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 270/333 [03:05<00:42,  1.50it/s, loss=0.066, pair=27.828, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:42,  1.50it/s, loss=0.126, pair=32.469, adv=3.334, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 271/333 [03:06<00:43,  1.42it/s, loss=0.126, pair=32.469, adv=3.334, sprd=0.0
Ep 007/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:43,  1.42it/s, loss=0.118, pair=16.797, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:41,  1.49it/s, loss=0.118, pair=16.797, adv=3.359, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.49it/s, loss=0.087, pair=21.562, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.087, pair=21.562, adv=3.361, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.43it/s, loss=0.086, pair=26.562, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 274/333 [03:08<00:39,  1.48it/s, loss=0.086, pair=26.562, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:39,  1.48it/s, loss=0.123, pair=22.375, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:42,  1.37it/s, loss=0.123, pair=22.375, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:42,  1.37it/s, loss=0.067, pair=16.891, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:39,  1.45it/s, loss=0.067, pair=16.891, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:39,  1.45it/s, loss=0.090, pair=20.562, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 277/333 [03:10<00:39,  1.42it/s, loss=0.090, pair=20.562, adv=3.423, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.42it/s, loss=0.074, pair=13.758, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:36,  1.49it/s, loss=0.074, pair=13.758, adv=3.349, sprd=0.0
Ep 007/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:36,  1.49it/s, loss=0.096, pair=24.984, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:37,  1.44it/s, loss=0.096, pair=24.984, adv=3.406, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:37,  1.44it/s, loss=0.082, pair=21.266, adv=3.431, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 280/333 [03:12<00:34,  1.52it/s, loss=0.082, pair=21.266, adv=3.431, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:34,  1.52it/s, loss=0.201, pair=20.094, adv=3.377, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 281/333 [03:13<00:36,  1.42it/s, loss=0.201, pair=20.094, adv=3.377, sprd=0.0
Ep 007/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.071, pair=18.594, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.071, pair=18.594, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.49it/s, loss=0.196, pair=28.281, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:36,  1.38it/s, loss=0.196, pair=28.281, adv=3.390, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:36,  1.38it/s, loss=0.097, pair=25.750, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 284/333 [03:15<00:33,  1.44it/s, loss=0.097, pair=25.750, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:33,  1.44it/s, loss=1.545, pair=24.750, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:35,  1.34it/s, loss=1.545, pair=24.750, adv=3.371, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:35,  1.34it/s, loss=0.102, pair=23.000, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:32,  1.42it/s, loss=0.102, pair=23.000, adv=3.379, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:32,  1.42it/s, loss=0.089, pair=19.922, adv=3.351, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 287/333 [03:17<00:33,  1.38it/s, loss=0.089, pair=19.922, adv=3.351, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:33,  1.38it/s, loss=0.098, pair=21.859, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:31,  1.45it/s, loss=0.098, pair=21.859, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:31,  1.45it/s, loss=0.129, pair=18.062, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:32,  1.36it/s, loss=0.129, pair=18.062, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:32,  1.36it/s, loss=0.131, pair=21.438, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:30,  1.42it/s, loss=0.131, pair=21.438, adv=3.387, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:30,  1.42it/s, loss=0.084, pair=24.531, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:29,  1.40it/s, loss=0.084, pair=24.531, adv=3.386, sprd=0.0
Ep 007/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.40it/s, loss=0.066, pair=21.625, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.48it/s, loss=0.066, pair=21.625, adv=3.397, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.48it/s, loss=0.121, pair=21.844, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.121, pair=21.844, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.078, pair=26.875, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 294/333 [03:22<00:26,  1.49it/s, loss=0.078, pair=26.875, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.49it/s, loss=0.138, pair=24.531, adv=3.402, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.138, pair=24.531, adv=3.402, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.43it/s, loss=0.072, pair=25.094, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.51it/s, loss=0.072, pair=25.094, adv=3.403, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.51it/s, loss=0.317, pair=21.734, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 297/333 [03:24<00:24,  1.44it/s, loss=0.317, pair=21.734, adv=3.382, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:24,  1.44it/s, loss=0.072, pair=27.656, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.50it/s, loss=0.072, pair=27.656, adv=3.401, sprd=0.0
Ep 007/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.50it/s, loss=0.140, pair=26.062, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.41it/s, loss=0.140, pair=26.062, adv=3.392, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.41it/s, loss=0.071, pair=28.484, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 300/333 [03:26<00:21,  1.51it/s, loss=0.071, pair=28.484, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:21,  1.51it/s, loss=0.131, pair=26.812, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.41it/s, loss=0.131, pair=26.812, adv=3.373, sprd=0.0
Ep 007/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.41it/s, loss=0.073, pair=18.875, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:21,  1.46it/s, loss=0.073, pair=18.875, adv=3.374, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:21,  1.46it/s, loss=0.251, pair=22.844, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.41it/s, loss=0.251, pair=22.844, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.41it/s, loss=0.073, pair=14.883, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.50it/s, loss=0.073, pair=14.883, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.50it/s, loss=0.102, pair=23.953, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.44it/s, loss=0.102, pair=23.953, adv=3.368, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.44it/s, loss=0.178, pair=30.266, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 306/333 [03:30<00:18,  1.49it/s, loss=0.178, pair=30.266, adv=3.395, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.49it/s, loss=0.111, pair=17.484, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 307/333 [03:31<00:18,  1.44it/s, loss=0.111, pair=17.484, adv=3.391, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.44it/s, loss=0.068, pair=24.938, adv=3.424, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.50it/s, loss=0.068, pair=24.938, adv=3.424, sprd=0.0
Ep 007/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.50it/s, loss=0.196, pair=25.172, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.44it/s, loss=0.196, pair=25.172, adv=3.393, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.44it/s, loss=0.065, pair=25.906, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 310/333 [03:33<00:15,  1.53it/s, loss=0.065, pair=25.906, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.53it/s, loss=0.212, pair=22.328, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.44it/s, loss=0.212, pair=22.328, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.44it/s, loss=0.079, pair=21.391, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.49it/s, loss=0.079, pair=21.391, adv=3.419, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.49it/s, loss=0.219, pair=19.828, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 313/333 [03:35<00:13,  1.44it/s, loss=0.219, pair=19.828, adv=3.385, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:13,  1.44it/s, loss=0.064, pair=26.281, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.52it/s, loss=0.064, pair=26.281, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.52it/s, loss=0.153, pair=16.781, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.153, pair=16.781, adv=3.380, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.069, pair=17.047, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 316/333 [03:37<00:11,  1.49it/s, loss=0.069, pair=17.047, adv=3.429, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.134, pair=24.641, adv=3.394, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.134, pair=24.641, adv=3.394, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.42it/s, loss=0.065, pair=19.328, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.065, pair=19.328, adv=3.353, sprd=0.0
Ep 007/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.084, pair=24.641, adv=3.433, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.084, pair=24.641, adv=3.433, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.058, pair=31.141, adv=3.389, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.058, pair=31.141, adv=3.389, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.127, pair=20.297, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.36it/s, loss=0.127, pair=20.297, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.36it/s, loss=0.061, pair=22.031, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.45it/s, loss=0.061, pair=22.031, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.45it/s, loss=0.090, pair=26.938, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.090, pair=26.938, adv=3.352, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.063, pair=22.969, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.46it/s, loss=0.063, pair=22.969, adv=3.400, sprd=0.0
Ep 007/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.46it/s, loss=0.090, pair=20.516, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.090, pair=20.516, adv=3.396, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.061, pair=24.688, adv=3.422, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.061, pair=24.688, adv=3.422, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.102, pair=28.094, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.102, pair=28.094, adv=3.364, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.073, pair=31.781, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.073, pair=31.781, adv=3.363, sprd=0.0
Ep 007/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.182, pair=29.828, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.182, pair=29.828, adv=3.378, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.061, pair=27.578, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.061, pair=27.578, adv=3.360, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:01,  1.51it/s, loss=0.139, pair=23.891, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.40it/s, loss=0.139, pair=23.891, adv=3.398, sprd=0.0
Ep 007/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.40it/s, loss=0.107, pair=21.141, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.107, pair=21.141, adv=3.421, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.097, pair=23.297, adv=3.376, sprd=0.0
Ep 007/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.46it/s, loss=0.097, pair=23.297, adv=3.376, sprd=0.0
                                                                                                              
Epoch 007/60 [S1:deg_only]  loss=0.1159  mat=0.3843  sens=23.0554  pair=22.0455  adv=3.3932(rand=3.37)  deg=0.0306  orth=0.0275  spread=0.0028  q_mean=50.6  q_std=18.6  α=0.10 β=0.00 γ=1.00 λ_grl=0.462  lr=9.77e-05  230s

Ep 008/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 008/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.091, pair=20.281, adv=3.410, sprd=0.002]
Ep 008/60 [S1:deg_only]:   0%| | 1/333 [00:01<05:57,  1.08s/it, loss=0.091, pair=20.281, adv=3.410, sprd=0.002
Ep 008/60 [S1:deg_only]:   0%| | 1/333 [00:01<05:57,  1.08s/it, loss=0.086, pair=21.609, adv=3.414, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:27,  1.24it/s, loss=0.086, pair=21.609, adv=3.414, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:27,  1.24it/s, loss=0.083, pair=23.469, adv=3.400, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:26,  1.24it/s, loss=0.083, pair=23.469, adv=3.400, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:26,  1.24it/s, loss=0.084, pair=23.438, adv=3.393, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:00,  1.37it/s, loss=0.084, pair=23.438, adv=3.393, sprd=0.002
Ep 008/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:00,  1.37it/s, loss=0.084, pair=18.438, adv=3.382, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:04,  1.34it/s, loss=0.084, pair=18.438, adv=3.382, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:04,  1.34it/s, loss=0.063, pair=23.625, adv=3.405, sprd=0.001
Ep 008/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:47,  1.43it/s, loss=0.063, pair=23.625, adv=3.405, sprd=0.001
Ep 008/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:47,  1.43it/s, loss=0.088, pair=24.406, adv=3.375, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.38it/s, loss=0.088, pair=24.406, adv=3.375, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.38it/s, loss=0.080, pair=32.281, adv=3.380, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:42,  1.46it/s, loss=0.080, pair=32.281, adv=3.380, sprd=0.002
Ep 008/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:42,  1.46it/s, loss=0.087, pair=27.469, adv=3.408, sprd=0.002
Ep 008/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:49,  1.41it/s, loss=0.087, pair=27.469, adv=3.408, sprd=0.002
Ep 008/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:49,  1.41it/s, loss=0.070, pair=23.125, adv=3.453, sprd=0.002
Ep 008/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:37,  1.48it/s, loss=0.070, pair=23.125, adv=3.453, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:37,  1.48it/s, loss=0.082, pair=21.422, adv=3.356, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:47,  1.42it/s, loss=0.082, pair=21.422, adv=3.356, sprd=0.00
Ep 008/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:47,  1.42it/s, loss=0.075, pair=20.375, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:37,  1.47it/s, loss=0.075, pair=20.375, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:37,  1.47it/s, loss=0.151, pair=21.891, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:41,  1.44it/s, loss=0.151, pair=21.891, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:41,  1.44it/s, loss=0.070, pair=21.344, adv=3.385, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 14/333 [00:09<03:28,  1.53it/s, loss=0.070, pair=21.344, adv=3.385, sprd=0.00
Ep 008/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:28,  1.53it/s, loss=0.095, pair=24.016, adv=3.374, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:37,  1.46it/s, loss=0.095, pair=24.016, adv=3.374, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:37,  1.46it/s, loss=0.061, pair=20.078, adv=3.410, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:29,  1.51it/s, loss=0.061, pair=20.078, adv=3.410, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:29,  1.51it/s, loss=0.098, pair=25.141, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.098, pair=25.141, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:39,  1.44it/s, loss=0.066, pair=16.141, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:28,  1.51it/s, loss=0.066, pair=16.141, adv=3.416, sprd=0.00
Ep 008/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:28,  1.51it/s, loss=0.720, pair=17.156, adv=3.374, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:43,  1.40it/s, loss=0.720, pair=17.156, adv=3.374, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:43,  1.40it/s, loss=0.058, pair=21.578, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.058, pair=21.578, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:34,  1.46it/s, loss=0.090, pair=31.016, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:36,  1.44it/s, loss=0.090, pair=31.016, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:36,  1.44it/s, loss=0.056, pair=28.562, adv=3.435, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:29,  1.49it/s, loss=0.056, pair=28.562, adv=3.435, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:29,  1.49it/s, loss=0.076, pair=29.250, adv=3.368, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:38,  1.42it/s, loss=0.076, pair=29.250, adv=3.368, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:38,  1.42it/s, loss=0.065, pair=34.344, adv=3.382, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:30,  1.47it/s, loss=0.065, pair=34.344, adv=3.382, sprd=0.00
Ep 008/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:30,  1.47it/s, loss=0.073, pair=34.094, adv=3.424, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:37,  1.42it/s, loss=0.073, pair=34.094, adv=3.424, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:37,  1.42it/s, loss=0.070, pair=25.953, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:26,  1.49it/s, loss=0.070, pair=25.953, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:26,  1.49it/s, loss=0.091, pair=25.234, adv=3.371, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 27/333 [00:18<03:34,  1.42it/s, loss=0.091, pair=25.234, adv=3.371, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:34,  1.42it/s, loss=0.057, pair=22.359, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:22,  1.51it/s, loss=0.057, pair=22.359, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:22,  1.51it/s, loss=0.218, pair=22.047, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:41,  1.37it/s, loss=0.218, pair=22.047, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:41,  1.37it/s, loss=0.083, pair=20.594, adv=3.421, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:29,  1.45it/s, loss=0.083, pair=20.594, adv=3.421, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:29,  1.45it/s, loss=0.106, pair=22.625, adv=3.427, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:36,  1.39it/s, loss=0.106, pair=22.625, adv=3.427, sprd=0.00
Ep 008/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:36,  1.39it/s, loss=0.094, pair=22.703, adv=3.397, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:25,  1.47it/s, loss=0.094, pair=22.703, adv=3.397, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:25,  1.47it/s, loss=0.079, pair=26.750, adv=3.432, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.079, pair=26.750, adv=3.432, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:32,  1.41it/s, loss=0.090, pair=24.797, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:21,  1.48it/s, loss=0.090, pair=24.797, adv=3.414, sprd=0.00
Ep 008/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:21,  1.48it/s, loss=0.098, pair=20.406, adv=3.426, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:30,  1.41it/s, loss=0.098, pair=20.406, adv=3.426, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:30,  1.41it/s, loss=0.076, pair=33.188, adv=3.432, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:19,  1.49it/s, loss=0.076, pair=33.188, adv=3.432, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:19,  1.49it/s, loss=0.126, pair=20.000, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:28,  1.42it/s, loss=0.126, pair=20.000, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:28,  1.42it/s, loss=0.081, pair=24.906, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:20,  1.47it/s, loss=0.081, pair=24.906, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:20,  1.47it/s, loss=0.104, pair=27.922, adv=3.363, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:24,  1.44it/s, loss=0.104, pair=27.922, adv=3.363, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:24,  1.44it/s, loss=0.060, pair=30.609, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:17,  1.48it/s, loss=0.060, pair=30.609, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:17,  1.48it/s, loss=0.089, pair=26.328, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:22,  1.44it/s, loss=0.089, pair=26.328, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:22,  1.44it/s, loss=0.108, pair=17.578, adv=3.429, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:11,  1.52it/s, loss=0.108, pair=17.578, adv=3.429, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:11,  1.52it/s, loss=0.198, pair=16.234, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 43/333 [00:29<03:19,  1.45it/s, loss=0.198, pair=16.234, adv=3.377, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:19,  1.45it/s, loss=0.098, pair=25.500, adv=3.397, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:10,  1.51it/s, loss=0.098, pair=25.500, adv=3.397, sprd=0.00
Ep 008/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:10,  1.51it/s, loss=0.201, pair=23.938, adv=3.382, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:19,  1.44it/s, loss=0.201, pair=23.938, adv=3.382, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:19,  1.44it/s, loss=0.099, pair=22.250, adv=3.387, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 46/333 [00:31<03:12,  1.49it/s, loss=0.099, pair=22.250, adv=3.387, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:12,  1.49it/s, loss=0.153, pair=19.719, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:30,  1.36it/s, loss=0.153, pair=19.719, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:30,  1.36it/s, loss=0.128, pair=25.641, adv=3.362, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:19,  1.43it/s, loss=0.128, pair=25.641, adv=3.362, sprd=0.00
Ep 008/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:19,  1.43it/s, loss=0.086, pair=24.234, adv=3.406, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:25,  1.38it/s, loss=0.086, pair=24.234, adv=3.406, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:25,  1.38it/s, loss=0.067, pair=24.391, adv=3.406, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:15,  1.45it/s, loss=0.067, pair=24.391, adv=3.406, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:15,  1.45it/s, loss=0.225, pair=28.625, adv=3.374, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:21,  1.40it/s, loss=0.225, pair=28.625, adv=3.374, sprd=0.00
Ep 008/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:21,  1.40it/s, loss=0.095, pair=16.484, adv=3.391, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.095, pair=16.484, adv=3.391, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.071, pair=15.250, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:17,  1.41it/s, loss=0.071, pair=15.250, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:17,  1.41it/s, loss=0.070, pair=23.328, adv=3.439, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:08,  1.48it/s, loss=0.070, pair=23.328, adv=3.439, sprd=0.00
Ep 008/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:08,  1.48it/s, loss=0.096, pair=25.688, adv=3.409, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:15,  1.43it/s, loss=0.096, pair=25.688, adv=3.409, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:15,  1.43it/s, loss=0.062, pair=18.656, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:05,  1.49it/s, loss=0.062, pair=18.656, adv=3.370, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:05,  1.49it/s, loss=0.085, pair=23.844, adv=3.413, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:13,  1.43it/s, loss=0.085, pair=23.844, adv=3.413, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:13,  1.43it/s, loss=0.065, pair=11.000, adv=3.396, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:02,  1.51it/s, loss=0.065, pair=11.000, adv=3.396, sprd=0.00
Ep 008/60 [S1:deg_only]:  17%|▏| 58/333 [00:41<03:02,  1.51it/s, loss=0.097, pair=25.625, adv=3.403, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.42it/s, loss=0.097, pair=25.625, adv=3.403, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:12,  1.42it/s, loss=0.074, pair=22.703, adv=3.411, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:00,  1.51it/s, loss=0.074, pair=22.703, adv=3.411, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:00,  1.51it/s, loss=0.104, pair=24.375, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:07,  1.45it/s, loss=0.104, pair=24.375, adv=3.401, sprd=0.00
Ep 008/60 [S1:deg_only]:  18%|▏| 61/333 [00:43<03:07,  1.45it/s, loss=0.057, pair=30.812, adv=3.418, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:00,  1.50it/s, loss=0.057, pair=30.812, adv=3.418, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:00,  1.50it/s, loss=0.090, pair=17.344, adv=3.392, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:09,  1.42it/s, loss=0.090, pair=17.344, adv=3.392, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:09,  1.42it/s, loss=0.058, pair=26.047, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:01,  1.48it/s, loss=0.058, pair=26.047, adv=3.393, sprd=0.00
Ep 008/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:01,  1.48it/s, loss=0.127, pair=24.406, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:11,  1.40it/s, loss=0.127, pair=24.406, adv=3.398, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:11,  1.40it/s, loss=0.098, pair=23.672, adv=3.397, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:00,  1.48it/s, loss=0.098, pair=23.672, adv=3.397, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.112, pair=15.953, adv=3.403, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.112, pair=15.953, adv=3.403, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:04,  1.44it/s, loss=0.066, pair=26.672, adv=3.405, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:56,  1.50it/s, loss=0.066, pair=26.672, adv=3.405, sprd=0.00
Ep 008/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:56,  1.50it/s, loss=0.333, pair=15.688, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:06,  1.42it/s, loss=0.333, pair=15.688, adv=3.389, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:06,  1.42it/s, loss=0.099, pair=23.578, adv=3.407, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:57,  1.48it/s, loss=0.099, pair=23.578, adv=3.407, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:57,  1.48it/s, loss=0.105, pair=27.438, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:04,  1.42it/s, loss=0.105, pair=27.438, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:04,  1.42it/s, loss=0.080, pair=22.281, adv=3.396, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:55,  1.49it/s, loss=0.080, pair=22.281, adv=3.396, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:55,  1.49it/s, loss=0.208, pair=19.125, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<02:59,  1.45it/s, loss=0.208, pair=19.125, adv=3.404, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<02:59,  1.45it/s, loss=0.082, pair=25.359, adv=3.423, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:52,  1.50it/s, loss=0.082, pair=25.359, adv=3.423, sprd=0.00
Ep 008/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:52,  1.50it/s, loss=0.117, pair=25.312, adv=3.412, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.41it/s, loss=0.117, pair=25.312, adv=3.412, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:02,  1.41it/s, loss=0.062, pair=24.953, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.062, pair=24.953, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.094, pair=21.781, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.094, pair=21.781, adv=3.390, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.081, pair=22.156, adv=3.403, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:49,  1.51it/s, loss=0.081, pair=22.156, adv=3.403, sprd=0.00
Ep 008/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:49,  1.51it/s, loss=0.115, pair=23.656, adv=3.395, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:58,  1.42it/s, loss=0.115, pair=23.656, adv=3.395, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:58,  1.42it/s, loss=0.069, pair=18.828, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:49,  1.49it/s, loss=0.069, pair=18.828, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:49,  1.49it/s, loss=0.119, pair=19.391, adv=3.383, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.119, pair=19.391, adv=3.383, sprd=0.00
Ep 008/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.075, pair=23.391, adv=3.411, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:48,  1.49it/s, loss=0.075, pair=23.391, adv=3.411, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:48,  1.49it/s, loss=0.358, pair=24.266, adv=3.407, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:57,  1.41it/s, loss=0.358, pair=24.266, adv=3.407, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:57,  1.41it/s, loss=0.074, pair=22.781, adv=3.430, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:47,  1.49it/s, loss=0.074, pair=22.781, adv=3.430, sprd=0.00
Ep 008/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:47,  1.49it/s, loss=0.123, pair=21.203, adv=3.355, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:53,  1.43it/s, loss=0.123, pair=21.203, adv=3.355, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.080, pair=23.000, adv=3.400, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:46,  1.49it/s, loss=0.080, pair=23.000, adv=3.400, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:46,  1.49it/s, loss=0.122, pair=15.430, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:59,  1.37it/s, loss=0.122, pair=15.430, adv=3.399, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:59,  1.37it/s, loss=0.077, pair=19.766, adv=3.373, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:49,  1.44it/s, loss=0.077, pair=19.766, adv=3.373, sprd=0.00
Ep 008/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:49,  1.44it/s, loss=0.097, pair=24.438, adv=3.413, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:52,  1.41it/s, loss=0.097, pair=24.438, adv=3.413, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:52,  1.41it/s, loss=0.056, pair=18.172, adv=3.395, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:44,  1.48it/s, loss=0.056, pair=18.172, adv=3.395, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 90/333 [01:03<02:44,  1.48it/s, loss=0.073, pair=15.695, adv=3.406, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.073, pair=15.695, adv=3.406, sprd=0.00
Ep 008/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.094, pair=23.234, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:41,  1.49it/s, loss=0.094, pair=23.234, adv=3.434, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:41,  1.49it/s, loss=0.069, pair=27.703, adv=3.373, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:47,  1.43it/s, loss=0.069, pair=27.703, adv=3.373, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:47,  1.43it/s, loss=0.066, pair=25.406, adv=3.408, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:39,  1.50it/s, loss=0.066, pair=25.406, adv=3.408, sprd=0.00
Ep 008/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:39,  1.50it/s, loss=0.181, pair=22.297, adv=3.361, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:46,  1.43it/s, loss=0.181, pair=22.297, adv=3.361, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.069, pair=22.219, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:39,  1.49it/s, loss=0.069, pair=22.219, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:39,  1.49it/s, loss=0.218, pair=19.359, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:43,  1.44it/s, loss=0.218, pair=19.359, adv=3.388, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:43,  1.44it/s, loss=0.066, pair=25.047, adv=3.411, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:34,  1.52it/s, loss=0.066, pair=25.047, adv=3.411, sprd=0.00
Ep 008/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:34,  1.52it/s, loss=0.123, pair=14.469, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:44,  1.43it/s, loss=0.123, pair=14.469, adv=3.379, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:44,  1.43it/s, loss=0.074, pair=19.297, adv=3.378, sprd=0.00
Ep 008/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.074, pair=19.297, adv=3.378, sprd=0.0
Ep 008/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.101, pair=25.422, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:43,  1.42it/s, loss=0.101, pair=25.422, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.061, pair=23.656, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:36,  1.47it/s, loss=0.061, pair=23.656, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:36,  1.47it/s, loss=0.391, pair=20.828, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:47,  1.38it/s, loss=0.391, pair=20.828, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:47,  1.38it/s, loss=0.069, pair=18.484, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:35,  1.47it/s, loss=0.069, pair=18.484, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.083, pair=24.844, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:38,  1.44it/s, loss=0.083, pair=24.844, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:38,  1.44it/s, loss=0.060, pair=32.188, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.060, pair=32.188, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:31,  1.50it/s, loss=0.070, pair=15.719, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.070, pair=15.719, adv=3.395, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:39,  1.42it/s, loss=0.075, pair=25.250, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:32,  1.47it/s, loss=0.075, pair=25.250, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:32,  1.47it/s, loss=0.099, pair=23.047, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:37,  1.42it/s, loss=0.099, pair=23.047, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:37,  1.42it/s, loss=0.083, pair=22.453, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:28,  1.50it/s, loss=0.083, pair=22.453, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:28,  1.50it/s, loss=0.137, pair=24.438, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:38,  1.40it/s, loss=0.137, pair=24.438, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:38,  1.40it/s, loss=0.080, pair=28.328, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:31,  1.46it/s, loss=0.080, pair=28.328, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:31,  1.46it/s, loss=0.088, pair=31.000, adv=3.355, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:36,  1.41it/s, loss=0.088, pair=31.000, adv=3.355, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:36,  1.41it/s, loss=0.066, pair=25.266, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:28,  1.48it/s, loss=0.066, pair=25.266, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:28,  1.48it/s, loss=0.069, pair=24.484, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:34,  1.41it/s, loss=0.069, pair=24.484, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:34,  1.41it/s, loss=0.153, pair=16.922, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.153, pair=16.922, adv=3.367, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.098, pair=30.984, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:31,  1.42it/s, loss=0.098, pair=30.984, adv=3.364, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:31,  1.42it/s, loss=0.074, pair=24.922, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:23,  1.50it/s, loss=0.074, pair=24.922, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:23,  1.50it/s, loss=0.173, pair=20.250, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.173, pair=20.250, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:28,  1.44it/s, loss=0.100, pair=25.219, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:22,  1.49it/s, loss=0.100, pair=25.219, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:22,  1.49it/s, loss=0.079, pair=19.406, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:28,  1.43it/s, loss=0.079, pair=19.406, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:28,  1.43it/s, loss=0.069, pair=22.547, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.069, pair=22.547, adv=3.368, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:21,  1.49it/s, loss=0.129, pair=19.344, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.41it/s, loss=0.129, pair=19.344, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:28,  1.41it/s, loss=0.080, pair=25.172, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:22,  1.47it/s, loss=0.080, pair=25.172, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:22,  1.47it/s, loss=0.221, pair=26.453, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:27,  1.41it/s, loss=0.221, pair=26.453, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:27,  1.41it/s, loss=0.057, pair=19.438, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.057, pair=19.438, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.132, pair=23.859, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:23,  1.44it/s, loss=0.132, pair=23.859, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:23,  1.44it/s, loss=0.067, pair=17.828, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:18,  1.49it/s, loss=0.067, pair=17.828, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:18,  1.49it/s, loss=0.722, pair=22.797, adv=3.440, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:28,  1.37it/s, loss=0.722, pair=22.797, adv=3.440, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:28,  1.37it/s, loss=0.076, pair=22.438, adv=3.422, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:18,  1.47it/s, loss=0.076, pair=22.438, adv=3.422, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:18,  1.47it/s, loss=0.200, pair=21.969, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:24,  1.40it/s, loss=0.200, pair=21.969, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:24,  1.40it/s, loss=0.067, pair=20.109, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:14,  1.49it/s, loss=0.067, pair=20.109, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:14,  1.49it/s, loss=0.070, pair=25.766, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:19,  1.44it/s, loss=0.070, pair=25.766, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:19,  1.44it/s, loss=0.068, pair=20.328, adv=3.447, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:11,  1.51it/s, loss=0.068, pair=20.328, adv=3.447, sprd=0.0
Ep 008/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:11,  1.51it/s, loss=0.120, pair=24.219, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:22,  1.39it/s, loss=0.120, pair=24.219, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:22,  1.39it/s, loss=0.066, pair=23.047, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:14,  1.47it/s, loss=0.066, pair=23.047, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:14,  1.47it/s, loss=0.124, pair=22.938, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:22,  1.38it/s, loss=0.124, pair=22.938, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:22,  1.38it/s, loss=0.076, pair=23.609, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:16,  1.43it/s, loss=0.076, pair=23.609, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:16,  1.43it/s, loss=0.206, pair=22.484, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:18,  1.40it/s, loss=0.206, pair=22.484, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:18,  1.40it/s, loss=0.061, pair=12.867, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:09,  1.49it/s, loss=0.061, pair=12.867, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:09,  1.49it/s, loss=0.094, pair=27.000, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:16,  1.41it/s, loss=0.094, pair=27.000, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:16,  1.41it/s, loss=0.069, pair=25.078, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.069, pair=25.078, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.561, pair=23.672, adv=3.373, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:11,  1.44it/s, loss=0.561, pair=23.672, adv=3.373, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.44it/s, loss=0.090, pair=22.812, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:05,  1.51it/s, loss=0.090, pair=22.812, adv=3.434, sprd=0.0
Ep 008/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:05,  1.51it/s, loss=0.207, pair=27.688, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:14,  1.40it/s, loss=0.207, pair=27.688, adv=3.358, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:14,  1.40it/s, loss=0.085, pair=22.203, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:07,  1.47it/s, loss=0.085, pair=22.203, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.253, pair=28.297, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:15,  1.37it/s, loss=0.253, pair=28.297, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:15,  1.37it/s, loss=0.067, pair=20.828, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:05,  1.47it/s, loss=0.067, pair=20.828, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:05,  1.47it/s, loss=0.082, pair=25.016, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.082, pair=25.016, adv=3.429, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:11,  1.40it/s, loss=0.095, pair=24.141, adv=3.447, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:04,  1.47it/s, loss=0.095, pair=24.141, adv=3.447, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:04,  1.47it/s, loss=0.088, pair=20.219, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:07,  1.43it/s, loss=0.088, pair=20.219, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:07,  1.43it/s, loss=0.062, pair=26.984, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:02,  1.47it/s, loss=0.062, pair=26.984, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 152/333 [01:46<02:02,  1.47it/s, loss=0.102, pair=22.500, adv=3.402, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.102, pair=22.500, adv=3.402, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.055, pair=26.141, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:05,  1.42it/s, loss=0.055, pair=26.141, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:05,  1.42it/s, loss=0.087, pair=20.062, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:09,  1.38it/s, loss=0.087, pair=20.062, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 155/333 [01:48<02:09,  1.38it/s, loss=0.072, pair=18.719, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<02:01,  1.46it/s, loss=0.072, pair=18.719, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<02:01,  1.46it/s, loss=0.081, pair=22.312, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:05,  1.40it/s, loss=0.081, pair=22.312, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:05,  1.40it/s, loss=0.061, pair=27.812, adv=3.356, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:59,  1.47it/s, loss=0.061, pair=27.812, adv=3.356, sprd=0.0
Ep 008/60 [S1:deg_only]:  47%|▍| 158/333 [01:50<01:59,  1.47it/s, loss=0.209, pair=25.359, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.209, pair=25.359, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.074, pair=24.594, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:55,  1.50it/s, loss=0.074, pair=24.594, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:55,  1.50it/s, loss=0.233, pair=25.234, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:03,  1.39it/s, loss=0.233, pair=25.234, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  48%|▍| 161/333 [01:52<02:03,  1.39it/s, loss=0.076, pair=16.125, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.076, pair=16.125, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.081, pair=20.359, adv=3.370, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<01:58,  1.43it/s, loss=0.081, pair=20.359, adv=3.370, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.43it/s, loss=0.065, pair=24.812, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:52,  1.50it/s, loss=0.065, pair=24.812, adv=3.411, sprd=0.0
Ep 008/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:52,  1.50it/s, loss=0.088, pair=24.031, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:57,  1.43it/s, loss=0.088, pair=24.031, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:57,  1.43it/s, loss=0.079, pair=24.781, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:52,  1.49it/s, loss=0.079, pair=24.781, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:52,  1.49it/s, loss=0.075, pair=29.562, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<01:55,  1.44it/s, loss=0.075, pair=29.562, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<01:55,  1.44it/s, loss=0.059, pair=29.578, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:50,  1.49it/s, loss=0.059, pair=29.578, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  50%|▌| 168/333 [01:57<01:50,  1.49it/s, loss=0.085, pair=26.938, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.085, pair=26.938, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:54,  1.43it/s, loss=0.066, pair=29.438, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.066, pair=29.438, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:48,  1.50it/s, loss=0.083, pair=15.375, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.43it/s, loss=0.083, pair=15.375, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:53,  1.43it/s, loss=0.065, pair=23.219, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:47,  1.49it/s, loss=0.065, pair=23.219, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:47,  1.49it/s, loss=0.134, pair=24.547, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:54,  1.40it/s, loss=0.134, pair=24.547, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:54,  1.40it/s, loss=0.076, pair=25.156, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:48,  1.47it/s, loss=0.076, pair=25.156, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:48,  1.47it/s, loss=0.095, pair=21.562, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:52,  1.41it/s, loss=0.095, pair=21.562, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:52,  1.41it/s, loss=0.064, pair=28.812, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:47,  1.46it/s, loss=0.064, pair=28.812, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:47,  1.46it/s, loss=0.082, pair=28.844, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.082, pair=28.844, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:49,  1.42it/s, loss=0.141, pair=22.922, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:44,  1.48it/s, loss=0.141, pair=22.922, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:44,  1.48it/s, loss=0.145, pair=23.141, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:46,  1.45it/s, loss=0.145, pair=23.141, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:46,  1.45it/s, loss=0.060, pair=21.125, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:40,  1.53it/s, loss=0.060, pair=21.125, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:40,  1.53it/s, loss=0.222, pair=21.375, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:44,  1.45it/s, loss=0.222, pair=21.375, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:44,  1.45it/s, loss=0.110, pair=26.359, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:40,  1.50it/s, loss=0.110, pair=26.359, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.121, pair=26.062, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:45,  1.43it/s, loss=0.121, pair=26.062, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:45,  1.43it/s, loss=0.095, pair=22.953, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:39,  1.49it/s, loss=0.095, pair=22.953, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  55%|▌| 184/333 [02:08<01:39,  1.49it/s, loss=0.105, pair=23.766, adv=3.416, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.40it/s, loss=0.105, pair=23.766, adv=3.416, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:45,  1.40it/s, loss=0.057, pair=22.500, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.057, pair=22.500, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.099, pair=31.969, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:43,  1.41it/s, loss=0.099, pair=31.969, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 187/333 [02:10<01:43,  1.41it/s, loss=0.074, pair=24.531, adv=3.369, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.074, pair=24.531, adv=3.369, sprd=0.0
Ep 008/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.141, pair=24.469, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:44,  1.38it/s, loss=0.141, pair=24.469, adv=3.444, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:44,  1.38it/s, loss=0.074, pair=21.188, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.074, pair=21.188, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:36,  1.48it/s, loss=0.086, pair=27.812, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:40,  1.42it/s, loss=0.086, pair=27.812, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:40,  1.42it/s, loss=0.070, pair=21.672, adv=3.428, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:35,  1.48it/s, loss=0.070, pair=21.672, adv=3.428, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:35,  1.48it/s, loss=0.083, pair=20.391, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.083, pair=20.391, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:39,  1.41it/s, loss=0.082, pair=27.984, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:31,  1.52it/s, loss=0.082, pair=27.984, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:31,  1.52it/s, loss=0.093, pair=23.031, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:34,  1.45it/s, loss=0.093, pair=23.031, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:34,  1.45it/s, loss=0.071, pair=27.062, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:31,  1.50it/s, loss=0.071, pair=27.062, adv=3.363, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:31,  1.50it/s, loss=0.086, pair=23.734, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:35,  1.43it/s, loss=0.086, pair=23.734, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:35,  1.43it/s, loss=0.057, pair=21.375, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:31,  1.48it/s, loss=0.057, pair=21.375, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:31,  1.48it/s, loss=0.369, pair=16.188, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:39,  1.35it/s, loss=0.369, pair=16.188, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:39,  1.35it/s, loss=0.064, pair=22.797, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:33,  1.42it/s, loss=0.064, pair=22.797, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:33,  1.42it/s, loss=0.105, pair=20.812, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:39,  1.33it/s, loss=0.105, pair=20.812, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:39,  1.33it/s, loss=0.070, pair=30.016, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:33,  1.41it/s, loss=0.070, pair=30.016, adv=3.372, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:33,  1.41it/s, loss=0.108, pair=24.609, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:34,  1.37it/s, loss=0.108, pair=24.609, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 203/333 [02:21<01:34,  1.37it/s, loss=0.060, pair=23.047, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:29,  1.44it/s, loss=0.060, pair=23.047, adv=3.377, sprd=0.0
Ep 008/60 [S1:deg_only]:  61%|▌| 204/333 [02:22<01:29,  1.44it/s, loss=0.082, pair=28.828, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:31,  1.40it/s, loss=0.082, pair=28.828, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:31,  1.40it/s, loss=0.066, pair=25.859, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:26,  1.46it/s, loss=0.066, pair=25.859, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:26,  1.46it/s, loss=0.089, pair=21.812, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:27,  1.43it/s, loss=0.089, pair=21.812, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:27,  1.43it/s, loss=0.068, pair=24.734, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:23,  1.49it/s, loss=0.068, pair=24.734, adv=3.413, sprd=0.0
Ep 008/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:23,  1.49it/s, loss=0.091, pair=21.906, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.091, pair=21.906, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:26,  1.44it/s, loss=0.088, pair=16.438, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.50it/s, loss=0.088, pair=16.438, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 210/333 [02:26<01:22,  1.50it/s, loss=0.078, pair=16.656, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:26,  1.41it/s, loss=0.078, pair=16.656, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:26,  1.41it/s, loss=0.052, pair=17.000, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:22,  1.47it/s, loss=0.052, pair=17.000, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.47it/s, loss=0.088, pair=27.375, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:25,  1.40it/s, loss=0.088, pair=27.375, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 213/333 [02:28<01:25,  1.40it/s, loss=0.062, pair=16.594, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.47it/s, loss=0.062, pair=16.594, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.47it/s, loss=0.099, pair=23.359, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:23,  1.41it/s, loss=0.099, pair=23.359, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.070, pair=28.750, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.46it/s, loss=0.070, pair=28.750, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 216/333 [02:30<01:19,  1.46it/s, loss=0.107, pair=24.328, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:22,  1.40it/s, loss=0.107, pair=24.328, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:22,  1.40it/s, loss=0.069, pair=27.031, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:18,  1.47it/s, loss=0.069, pair=27.031, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:18,  1.47it/s, loss=0.188, pair=25.250, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.188, pair=25.250, adv=3.425, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 219/333 [02:32<01:18,  1.45it/s, loss=0.061, pair=22.734, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.061, pair=22.734, adv=3.426, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.079, pair=24.172, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:16,  1.45it/s, loss=0.079, pair=24.172, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:16,  1.45it/s, loss=0.072, pair=25.500, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:13,  1.51it/s, loss=0.072, pair=25.500, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:13,  1.51it/s, loss=0.084, pair=26.672, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.44it/s, loss=0.084, pair=26.672, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.44it/s, loss=0.059, pair=27.484, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:13,  1.49it/s, loss=0.059, pair=27.484, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:13,  1.49it/s, loss=0.069, pair=18.141, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:15,  1.42it/s, loss=0.069, pair=18.141, adv=3.433, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 225/333 [02:36<01:15,  1.42it/s, loss=0.080, pair=16.891, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.50it/s, loss=0.080, pair=16.891, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 226/333 [02:37<01:11,  1.50it/s, loss=0.097, pair=14.727, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:12,  1.47it/s, loss=0.097, pair=14.727, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:12,  1.47it/s, loss=0.084, pair=22.828, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:08,  1.53it/s, loss=0.084, pair=22.828, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:08,  1.53it/s, loss=0.099, pair=24.469, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:11,  1.45it/s, loss=0.099, pair=24.469, adv=3.379, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 229/333 [02:39<01:11,  1.45it/s, loss=0.073, pair=20.891, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.51it/s, loss=0.073, pair=20.891, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:08,  1.51it/s, loss=0.098, pair=24.406, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:11,  1.43it/s, loss=0.098, pair=24.406, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:11,  1.43it/s, loss=0.071, pair=26.391, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.071, pair=26.391, adv=3.391, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 232/333 [02:41<01:08,  1.48it/s, loss=0.070, pair=24.734, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.43it/s, loss=0.070, pair=24.734, adv=3.383, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.43it/s, loss=0.063, pair=22.875, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:05,  1.51it/s, loss=0.063, pair=22.875, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:05,  1.51it/s, loss=0.214, pair=21.359, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:08,  1.43it/s, loss=0.214, pair=21.359, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 235/333 [02:43<01:08,  1.43it/s, loss=0.073, pair=25.422, adv=3.423, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.50it/s, loss=0.073, pair=25.422, adv=3.423, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.50it/s, loss=0.087, pair=22.031, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:07,  1.43it/s, loss=0.087, pair=22.031, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:07,  1.43it/s, loss=0.095, pair=33.750, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.47it/s, loss=0.095, pair=33.750, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.47it/s, loss=0.104, pair=25.219, adv=3.421, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.104, pair=25.219, adv=3.421, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.41it/s, loss=0.074, pair=33.438, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:03,  1.47it/s, loss=0.074, pair=33.438, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:03,  1.47it/s, loss=0.085, pair=26.641, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:05,  1.41it/s, loss=0.085, pair=26.641, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:05,  1.41it/s, loss=0.058, pair=21.906, adv=3.436, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.47it/s, loss=0.058, pair=21.906, adv=3.436, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 242/333 [02:48<01:01,  1.47it/s, loss=0.212, pair=27.172, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.43it/s, loss=0.212, pair=27.172, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.43it/s, loss=0.058, pair=18.938, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<01:00,  1.47it/s, loss=0.058, pair=18.938, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:00,  1.47it/s, loss=0.090, pair=27.375, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.090, pair=27.375, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 245/333 [02:50<01:02,  1.42it/s, loss=0.067, pair=24.094, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.48it/s, loss=0.067, pair=24.094, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.48it/s, loss=0.213, pair=20.953, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<01:01,  1.40it/s, loss=0.213, pair=20.953, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:01,  1.40it/s, loss=0.073, pair=20.797, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:58,  1.45it/s, loss=0.073, pair=20.797, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:58,  1.45it/s, loss=0.134, pair=20.438, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:01,  1.37it/s, loss=0.134, pair=20.438, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:01,  1.37it/s, loss=0.059, pair=25.906, adv=3.456, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:56,  1.46it/s, loss=0.059, pair=25.906, adv=3.456, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.46it/s, loss=0.075, pair=26.109, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:56,  1.44it/s, loss=0.075, pair=26.109, adv=3.446, sprd=0.0
Ep 008/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:56,  1.44it/s, loss=0.056, pair=25.875, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.48it/s, loss=0.056, pair=25.875, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 252/333 [02:55<00:54,  1.48it/s, loss=0.107, pair=21.406, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:55,  1.44it/s, loss=0.107, pair=21.406, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:55,  1.44it/s, loss=0.061, pair=24.453, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.50it/s, loss=0.061, pair=24.453, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:52,  1.50it/s, loss=0.090, pair=25.156, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.42it/s, loss=0.090, pair=25.156, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.42it/s, loss=0.073, pair=31.594, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.50it/s, loss=0.073, pair=31.594, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.50it/s, loss=0.099, pair=22.562, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.099, pair=22.562, adv=3.424, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.086, pair=22.906, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:49,  1.50it/s, loss=0.086, pair=22.906, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:49,  1.50it/s, loss=0.105, pair=18.078, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.44it/s, loss=0.105, pair=18.078, adv=3.442, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:51,  1.44it/s, loss=0.062, pair=23.359, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:49,  1.49it/s, loss=0.062, pair=23.359, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.49it/s, loss=0.070, pair=21.125, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.43it/s, loss=0.070, pair=21.125, adv=3.420, sprd=0.0
Ep 008/60 [S1:deg_only]:  78%|▊| 261/333 [03:01<00:50,  1.43it/s, loss=0.056, pair=30.375, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.48it/s, loss=0.056, pair=30.375, adv=3.427, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.48it/s, loss=0.065, pair=24.828, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:49,  1.42it/s, loss=0.065, pair=24.828, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:49,  1.42it/s, loss=0.102, pair=24.562, adv=3.435, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.48it/s, loss=0.102, pair=24.562, adv=3.435, sprd=0.0
Ep 008/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:46,  1.48it/s, loss=0.218, pair=22.000, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.218, pair=22.000, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.056, pair=19.016, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.056, pair=19.016, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.098, pair=27.297, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:45,  1.44it/s, loss=0.098, pair=27.297, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:45,  1.44it/s, loss=0.060, pair=31.500, adv=3.374, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.50it/s, loss=0.060, pair=31.500, adv=3.374, sprd=0.0
Ep 008/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.50it/s, loss=0.107, pair=29.188, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.45it/s, loss=0.107, pair=29.188, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.45it/s, loss=0.062, pair=23.562, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.062, pair=23.562, adv=3.432, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:41,  1.51it/s, loss=0.184, pair=22.859, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:44,  1.38it/s, loss=0.184, pair=22.859, adv=3.353, sprd=0.0
Ep 008/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:44,  1.38it/s, loss=0.064, pair=25.734, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:41,  1.48it/s, loss=0.064, pair=25.734, adv=3.401, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:41,  1.48it/s, loss=0.080, pair=28.188, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:42,  1.41it/s, loss=0.080, pair=28.188, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:42,  1.41it/s, loss=0.058, pair=29.516, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.058, pair=29.516, adv=3.419, sprd=0.0
Ep 008/60 [S1:deg_only]:  82%|▊| 274/333 [03:10<00:40,  1.47it/s, loss=0.095, pair=29.250, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.095, pair=29.250, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.43it/s, loss=0.053, pair=26.047, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:38,  1.48it/s, loss=0.053, pair=26.047, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:38,  1.48it/s, loss=0.187, pair=18.438, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.40it/s, loss=0.187, pair=18.438, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 277/333 [03:12<00:39,  1.40it/s, loss=0.056, pair=30.875, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.45it/s, loss=0.056, pair=30.875, adv=3.381, sprd=0.0
Ep 008/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.45it/s, loss=0.092, pair=28.422, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:38,  1.40it/s, loss=0.092, pair=28.422, adv=3.403, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:38,  1.40it/s, loss=0.066, pair=20.172, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.47it/s, loss=0.066, pair=20.172, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.47it/s, loss=0.075, pair=20.953, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.075, pair=20.953, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.42it/s, loss=0.056, pair=24.203, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.056, pair=24.203, adv=3.431, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:34,  1.49it/s, loss=0.084, pair=17.781, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.42it/s, loss=0.084, pair=17.781, adv=3.410, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.42it/s, loss=0.054, pair=27.750, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.51it/s, loss=0.054, pair=27.750, adv=3.392, sprd=0.0
Ep 008/60 [S1:deg_only]:  85%|▊| 284/333 [03:17<00:32,  1.51it/s, loss=0.088, pair=27.109, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.088, pair=27.109, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:33,  1.42it/s, loss=0.063, pair=18.375, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.49it/s, loss=0.063, pair=18.375, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.49it/s, loss=0.084, pair=28.828, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:31,  1.44it/s, loss=0.084, pair=28.828, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 287/333 [03:19<00:31,  1.44it/s, loss=0.058, pair=26.625, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.49it/s, loss=0.058, pair=26.625, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.49it/s, loss=0.096, pair=21.984, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.38it/s, loss=0.096, pair=21.984, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:31,  1.38it/s, loss=0.053, pair=24.406, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:29,  1.45it/s, loss=0.053, pair=24.406, adv=3.393, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 290/333 [03:21<00:29,  1.45it/s, loss=0.080, pair=23.250, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.080, pair=23.250, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.41it/s, loss=0.050, pair=28.984, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.48it/s, loss=0.050, pair=28.984, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.48it/s, loss=0.077, pair=18.734, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.40it/s, loss=0.077, pair=18.734, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 293/333 [03:23<00:28,  1.40it/s, loss=0.067, pair=23.094, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.46it/s, loss=0.067, pair=23.094, adv=3.385, sprd=0.0
Ep 008/60 [S1:deg_only]:  88%|▉| 294/333 [03:24<00:26,  1.46it/s, loss=0.141, pair=25.781, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:27,  1.40it/s, loss=0.141, pair=25.781, adv=3.405, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:27,  1.40it/s, loss=0.084, pair=23.594, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:25,  1.47it/s, loss=0.084, pair=23.594, adv=3.409, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:25,  1.47it/s, loss=0.194, pair=23.750, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:24,  1.46it/s, loss=0.194, pair=23.750, adv=3.418, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:24,  1.46it/s, loss=0.056, pair=27.859, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:22,  1.53it/s, loss=0.056, pair=27.859, adv=3.390, sprd=0.0
Ep 008/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:22,  1.53it/s, loss=0.071, pair=15.633, adv=3.447, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.43it/s, loss=0.071, pair=15.633, adv=3.447, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.43it/s, loss=0.061, pair=31.266, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.061, pair=31.266, adv=3.412, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 300/333 [03:28<00:22,  1.49it/s, loss=0.341, pair=22.703, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.44it/s, loss=0.341, pair=22.703, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.44it/s, loss=0.081, pair=20.516, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.50it/s, loss=0.081, pair=20.516, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.50it/s, loss=0.078, pair=33.344, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.45it/s, loss=0.078, pair=33.344, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.45it/s, loss=0.068, pair=23.156, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.51it/s, loss=0.068, pair=23.156, adv=3.360, sprd=0.0
Ep 008/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.076, pair=25.875, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.41it/s, loss=0.076, pair=25.875, adv=3.407, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.41it/s, loss=0.063, pair=29.625, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.46it/s, loss=0.063, pair=29.625, adv=3.414, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 306/333 [03:32<00:18,  1.46it/s, loss=0.079, pair=29.672, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.39it/s, loss=0.079, pair=29.672, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.39it/s, loss=0.060, pair=25.859, adv=3.422, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.47it/s, loss=0.060, pair=25.859, adv=3.422, sprd=0.0
Ep 008/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.47it/s, loss=0.108, pair=28.297, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.43it/s, loss=0.108, pair=28.297, adv=3.380, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 309/333 [03:34<00:16,  1.43it/s, loss=0.054, pair=28.328, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.49it/s, loss=0.054, pair=28.328, adv=3.396, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.49it/s, loss=0.073, pair=23.609, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.40it/s, loss=0.073, pair=23.609, adv=3.387, sprd=0.0
Ep 008/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.40it/s, loss=0.068, pair=28.562, adv=3.428, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:13,  1.50it/s, loss=0.068, pair=28.562, adv=3.428, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 312/333 [03:36<00:13,  1.50it/s, loss=0.090, pair=28.344, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.090, pair=28.344, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.42it/s, loss=0.075, pair=19.562, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.075, pair=19.562, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.108, pair=20.766, adv=3.416, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.43it/s, loss=0.108, pair=20.766, adv=3.416, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.061, pair=28.891, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.061, pair=28.891, adv=3.398, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 316/333 [03:39<00:11,  1.51it/s, loss=0.106, pair=20.734, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.39it/s, loss=0.106, pair=20.734, adv=3.397, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.39it/s, loss=0.057, pair=18.422, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.057, pair=18.422, adv=3.417, sprd=0.0
Ep 008/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.47it/s, loss=0.098, pair=42.500, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.098, pair=42.500, adv=3.399, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 319/333 [03:41<00:09,  1.43it/s, loss=0.067, pair=23.312, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.47it/s, loss=0.067, pair=23.312, adv=3.389, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.47it/s, loss=0.067, pair=18.188, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.067, pair=18.188, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.42it/s, loss=0.060, pair=28.797, adv=3.437, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.060, pair=28.797, adv=3.437, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 322/333 [03:43<00:07,  1.48it/s, loss=0.072, pair=23.984, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.072, pair=23.984, adv=3.408, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.054, pair=20.047, adv=3.439, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:05,  1.51it/s, loss=0.054, pair=20.047, adv=3.439, sprd=0.0
Ep 008/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:05,  1.51it/s, loss=0.075, pair=33.219, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.075, pair=33.219, adv=3.386, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 325/333 [03:45<00:05,  1.44it/s, loss=0.067, pair=26.547, adv=3.423, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.067, pair=26.547, adv=3.423, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.065, pair=12.930, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.065, pair=12.930, adv=3.404, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.42it/s, loss=0.096, pair=22.406, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.47it/s, loss=0.096, pair=22.406, adv=3.415, sprd=0.0
Ep 008/60 [S1:deg_only]:  98%|▉| 328/333 [03:47<00:03,  1.47it/s, loss=0.173, pair=30.281, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.38it/s, loss=0.173, pair=30.281, adv=3.394, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.38it/s, loss=0.074, pair=20.250, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.47it/s, loss=0.074, pair=20.250, adv=3.406, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.082, pair=23.594, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.40it/s, loss=0.082, pair=23.594, adv=3.388, sprd=0.0
Ep 008/60 [S1:deg_only]:  99%|▉| 331/333 [03:49<00:01,  1.40it/s, loss=0.064, pair=29.391, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.46it/s, loss=0.064, pair=29.391, adv=3.400, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|▉| 332/333 [03:50<00:00,  1.46it/s, loss=0.217, pair=23.312, adv=3.384, sprd=0.0
Ep 008/60 [S1:deg_only]: 100%|█| 333/333 [03:50<00:00,  1.41it/s, loss=0.217, pair=23.312, adv=3.384, sprd=0.0
                                                                                                              
Epoch 008/60 [S1:deg_only]  loss=0.1011  mat=0.3931  sens=24.7770  pair=23.7669  adv=3.4010(rand=3.37)  deg=0.0283  orth=0.0222  spread=0.0015  q_mean=50.4  q_std=20.2  α=0.10 β=0.00 γ=1.00 λ_grl=0.525  lr=9.68e-05  230s

Ep 009/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 009/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.193, pair=23.453, adv=3.393, sprd=0.001]
Ep 009/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:13,  1.12s/it, loss=0.193, pair=23.453, adv=3.393, sprd=0.001
Ep 009/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:13,  1.12s/it, loss=0.060, pair=20.156, adv=3.413, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:32,  1.22it/s, loss=0.060, pair=20.156, adv=3.413, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:32,  1.22it/s, loss=0.096, pair=37.875, adv=3.386, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:23,  1.25it/s, loss=0.096, pair=37.875, adv=3.386, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:23,  1.25it/s, loss=0.078, pair=22.281, adv=3.381, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:58,  1.38it/s, loss=0.078, pair=22.281, adv=3.381, sprd=0.001
Ep 009/60 [S1:deg_only]:   1%| | 4/333 [00:03<03:58,  1.38it/s, loss=0.095, pair=29.797, adv=3.392, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:11,  1.30it/s, loss=0.095, pair=29.797, adv=3.392, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:11,  1.30it/s, loss=0.072, pair=20.188, adv=3.407, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:54,  1.39it/s, loss=0.072, pair=20.188, adv=3.407, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:54,  1.39it/s, loss=0.086, pair=25.031, adv=3.397, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.37it/s, loss=0.086, pair=25.031, adv=3.397, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:57,  1.37it/s, loss=0.061, pair=20.484, adv=3.382, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:45,  1.44it/s, loss=0.061, pair=20.484, adv=3.382, sprd=0.001
Ep 009/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:45,  1.44it/s, loss=0.112, pair=23.625, adv=3.350, sprd=0.003
Ep 009/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:56,  1.37it/s, loss=0.112, pair=23.625, adv=3.350, sprd=0.003
Ep 009/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:56,  1.37it/s, loss=0.074, pair=26.297, adv=3.356, sprd=0.002
Ep 009/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:44,  1.44it/s, loss=0.074, pair=26.297, adv=3.356, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:44,  1.44it/s, loss=0.068, pair=23.484, adv=3.415, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:49,  1.40it/s, loss=0.068, pair=23.484, adv=3.415, sprd=0.00
Ep 009/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:49,  1.40it/s, loss=0.069, pair=25.812, adv=3.394, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:37,  1.47it/s, loss=0.069, pair=25.812, adv=3.394, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:37,  1.47it/s, loss=0.103, pair=24.078, adv=3.391, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:50,  1.39it/s, loss=0.103, pair=24.078, adv=3.391, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:50,  1.39it/s, loss=0.075, pair=22.062, adv=3.420, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:37,  1.47it/s, loss=0.075, pair=22.062, adv=3.420, sprd=0.00
Ep 009/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:37,  1.47it/s, loss=0.235, pair=18.391, adv=3.392, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:42,  1.43it/s, loss=0.235, pair=18.391, adv=3.392, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:42,  1.43it/s, loss=0.127, pair=30.594, adv=3.408, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:33,  1.48it/s, loss=0.127, pair=30.594, adv=3.408, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:33,  1.48it/s, loss=0.090, pair=23.297, adv=3.425, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.42it/s, loss=0.090, pair=23.297, adv=3.425, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:41,  1.42it/s, loss=0.075, pair=23.422, adv=3.400, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:30,  1.49it/s, loss=0.075, pair=23.422, adv=3.400, sprd=0.00
Ep 009/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:30,  1.49it/s, loss=0.092, pair=24.344, adv=3.387, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:40,  1.42it/s, loss=0.092, pair=24.344, adv=3.387, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:40,  1.42it/s, loss=0.059, pair=21.703, adv=3.418, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.059, pair=21.703, adv=3.418, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.080, pair=23.000, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:35,  1.45it/s, loss=0.080, pair=23.000, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:35,  1.45it/s, loss=0.079, pair=23.734, adv=3.395, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:25,  1.51it/s, loss=0.079, pair=23.734, adv=3.395, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:25,  1.51it/s, loss=0.142, pair=25.719, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:43,  1.39it/s, loss=0.142, pair=25.719, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 23/333 [00:17<03:43,  1.39it/s, loss=0.076, pair=24.188, adv=3.362, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:32,  1.45it/s, loss=0.076, pair=24.188, adv=3.362, sprd=0.00
Ep 009/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:32,  1.45it/s, loss=0.378, pair=26.547, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:39,  1.40it/s, loss=0.378, pair=26.547, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:39,  1.40it/s, loss=0.084, pair=18.469, adv=3.397, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:30,  1.46it/s, loss=0.084, pair=18.469, adv=3.397, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:30,  1.46it/s, loss=0.220, pair=21.016, adv=3.363, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:35,  1.42it/s, loss=0.220, pair=21.016, adv=3.363, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:35,  1.42it/s, loss=0.067, pair=17.422, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:24,  1.49it/s, loss=0.067, pair=17.422, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.096, pair=24.875, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:39,  1.39it/s, loss=0.096, pair=24.875, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:39,  1.39it/s, loss=0.058, pair=26.188, adv=3.407, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:27,  1.46it/s, loss=0.058, pair=26.188, adv=3.407, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 30/333 [00:22<03:27,  1.46it/s, loss=0.242, pair=27.328, adv=3.365, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:37,  1.39it/s, loss=0.242, pair=27.328, adv=3.365, sprd=0.00
Ep 009/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:37,  1.39it/s, loss=0.068, pair=22.203, adv=3.395, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:27,  1.45it/s, loss=0.068, pair=22.203, adv=3.395, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:27,  1.45it/s, loss=0.142, pair=25.562, adv=3.373, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.142, pair=25.562, adv=3.373, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.077, pair=20.625, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:20,  1.49it/s, loss=0.077, pair=20.625, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.120, pair=15.398, adv=3.365, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:30,  1.42it/s, loss=0.120, pair=15.398, adv=3.365, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:30,  1.42it/s, loss=0.056, pair=21.328, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:20,  1.48it/s, loss=0.056, pair=21.328, adv=3.378, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 36/333 [00:26<03:20,  1.48it/s, loss=0.070, pair=24.094, adv=3.395, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:22,  1.46it/s, loss=0.070, pair=24.094, adv=3.395, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:22,  1.46it/s, loss=0.063, pair=25.531, adv=3.375, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.063, pair=25.531, adv=3.375, sprd=0.00
Ep 009/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.064, pair=30.875, adv=3.417, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:21,  1.46it/s, loss=0.064, pair=30.875, adv=3.417, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 39/333 [00:28<03:21,  1.46it/s, loss=0.056, pair=22.469, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:13,  1.51it/s, loss=0.056, pair=22.469, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:13,  1.51it/s, loss=0.083, pair=27.156, adv=3.387, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:22,  1.44it/s, loss=0.083, pair=27.156, adv=3.387, sprd=0.00
Ep 009/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:22,  1.44it/s, loss=0.085, pair=20.359, adv=3.359, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:14,  1.50it/s, loss=0.085, pair=20.359, adv=3.359, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 42/333 [00:30<03:14,  1.50it/s, loss=0.090, pair=22.359, adv=3.380, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.090, pair=22.359, adv=3.380, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.062, pair=23.516, adv=3.402, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:11,  1.51it/s, loss=0.062, pair=23.516, adv=3.402, sprd=0.00
Ep 009/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:11,  1.51it/s, loss=0.067, pair=21.781, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:16,  1.47it/s, loss=0.067, pair=21.781, adv=3.388, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 45/333 [00:32<03:16,  1.47it/s, loss=0.050, pair=24.219, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:08,  1.53it/s, loss=0.050, pair=24.219, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:08,  1.53it/s, loss=0.076, pair=19.609, adv=3.397, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:17,  1.45it/s, loss=0.076, pair=19.609, adv=3.397, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:17,  1.45it/s, loss=0.058, pair=27.594, adv=3.412, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:08,  1.51it/s, loss=0.058, pair=27.594, adv=3.412, sprd=0.00
Ep 009/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:08,  1.51it/s, loss=0.075, pair=22.328, adv=3.392, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:13,  1.47it/s, loss=0.075, pair=22.328, adv=3.392, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:13,  1.47it/s, loss=0.063, pair=19.922, adv=3.393, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:06,  1.52it/s, loss=0.063, pair=19.922, adv=3.393, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:06,  1.52it/s, loss=0.087, pair=24.766, adv=3.383, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:13,  1.45it/s, loss=0.087, pair=24.766, adv=3.383, sprd=0.00
Ep 009/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:13,  1.45it/s, loss=0.162, pair=21.047, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:03,  1.53it/s, loss=0.162, pair=21.047, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:03,  1.53it/s, loss=0.088, pair=29.688, adv=3.404, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:09,  1.48it/s, loss=0.088, pair=29.688, adv=3.404, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:09,  1.48it/s, loss=0.061, pair=19.812, adv=3.407, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:01,  1.53it/s, loss=0.061, pair=19.812, adv=3.407, sprd=0.00
Ep 009/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:01,  1.53it/s, loss=0.112, pair=28.125, adv=3.389, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:07,  1.48it/s, loss=0.112, pair=28.125, adv=3.389, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:07,  1.48it/s, loss=0.064, pair=25.078, adv=3.428, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<02:58,  1.55it/s, loss=0.064, pair=25.078, adv=3.428, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<02:58,  1.55it/s, loss=0.084, pair=24.156, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:09,  1.46it/s, loss=0.084, pair=24.156, adv=3.385, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:09,  1.46it/s, loss=0.051, pair=24.641, adv=3.366, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.51it/s, loss=0.051, pair=24.641, adv=3.366, sprd=0.00
Ep 009/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.51it/s, loss=0.200, pair=24.250, adv=3.420, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:09,  1.45it/s, loss=0.200, pair=24.250, adv=3.420, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:09,  1.45it/s, loss=0.064, pair=17.031, adv=3.377, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:02,  1.49it/s, loss=0.064, pair=17.031, adv=3.377, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:02,  1.49it/s, loss=0.081, pair=26.844, adv=3.402, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.081, pair=26.844, adv=3.402, sprd=0.00
Ep 009/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:08,  1.44it/s, loss=0.062, pair=21.172, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<03:01,  1.50it/s, loss=0.062, pair=21.172, adv=3.376, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:01,  1.50it/s, loss=0.076, pair=28.484, adv=3.443, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:08,  1.43it/s, loss=0.076, pair=28.484, adv=3.443, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:08,  1.43it/s, loss=0.071, pair=24.812, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:01,  1.48it/s, loss=0.071, pair=24.812, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:01,  1.48it/s, loss=0.089, pair=25.875, adv=3.407, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 65/333 [00:44<03:07,  1.43it/s, loss=0.089, pair=25.875, adv=3.407, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:07,  1.43it/s, loss=0.065, pair=29.406, adv=3.418, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:00,  1.48it/s, loss=0.065, pair=29.406, adv=3.418, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.075, pair=22.000, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.075, pair=22.000, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:04,  1.44it/s, loss=0.073, pair=24.609, adv=3.417, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 68/333 [00:46<02:55,  1.51it/s, loss=0.073, pair=24.609, adv=3.417, sprd=0.00
Ep 009/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<02:55,  1.51it/s, loss=0.098, pair=22.109, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:11,  1.38it/s, loss=0.098, pair=22.109, adv=3.379, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:11,  1.38it/s, loss=0.074, pair=23.734, adv=3.394, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:59,  1.47it/s, loss=0.074, pair=23.734, adv=3.394, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:59,  1.47it/s, loss=0.126, pair=27.047, adv=3.399, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:04,  1.42it/s, loss=0.126, pair=27.047, adv=3.399, sprd=0.00
Ep 009/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:04,  1.42it/s, loss=0.073, pair=19.266, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:57,  1.47it/s, loss=0.073, pair=19.266, adv=3.406, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:57,  1.47it/s, loss=0.091, pair=23.594, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:02,  1.43it/s, loss=0.091, pair=23.594, adv=3.430, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:02,  1.43it/s, loss=0.064, pair=24.328, adv=3.416, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:54,  1.48it/s, loss=0.064, pair=24.328, adv=3.416, sprd=0.00
Ep 009/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:54,  1.48it/s, loss=0.067, pair=23.609, adv=3.400, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 75/333 [00:51<02:59,  1.44it/s, loss=0.067, pair=23.609, adv=3.400, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<02:59,  1.44it/s, loss=0.049, pair=23.469, adv=3.426, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:51,  1.50it/s, loss=0.049, pair=23.469, adv=3.426, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:51,  1.50it/s, loss=0.087, pair=25.594, adv=3.436, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.087, pair=25.594, adv=3.436, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.055, pair=24.844, adv=3.411, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:50,  1.50it/s, loss=0.055, pair=24.844, adv=3.411, sprd=0.00
Ep 009/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:50,  1.50it/s, loss=0.067, pair=23.750, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<03:00,  1.41it/s, loss=0.067, pair=23.750, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<03:00,  1.41it/s, loss=0.099, pair=18.188, adv=3.419, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:52,  1.47it/s, loss=0.099, pair=18.188, adv=3.419, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:52,  1.47it/s, loss=0.104, pair=25.531, adv=3.401, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:05,  1.36it/s, loss=0.104, pair=25.531, adv=3.401, sprd=0.00
Ep 009/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:05,  1.36it/s, loss=0.053, pair=32.219, adv=3.393, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:54,  1.44it/s, loss=0.053, pair=32.219, adv=3.393, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:54,  1.44it/s, loss=0.067, pair=22.938, adv=3.421, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:58,  1.40it/s, loss=0.067, pair=22.938, adv=3.421, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:58,  1.40it/s, loss=0.063, pair=24.281, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.063, pair=24.281, adv=3.369, sprd=0.00
Ep 009/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:48,  1.48it/s, loss=0.075, pair=24.500, adv=3.443, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:51,  1.44it/s, loss=0.075, pair=24.500, adv=3.443, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:51,  1.44it/s, loss=0.054, pair=24.062, adv=3.431, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:44,  1.50it/s, loss=0.054, pair=24.062, adv=3.431, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:44,  1.50it/s, loss=0.143, pair=25.703, adv=3.424, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.143, pair=25.703, adv=3.424, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.055, pair=21.062, adv=3.402, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:45,  1.48it/s, loss=0.055, pair=21.062, adv=3.402, sprd=0.00
Ep 009/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:45,  1.48it/s, loss=0.192, pair=21.094, adv=3.436, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:51,  1.42it/s, loss=0.192, pair=21.094, adv=3.436, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:51,  1.42it/s, loss=0.052, pair=23.547, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.052, pair=23.547, adv=3.413, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:45,  1.47it/s, loss=0.074, pair=27.641, adv=3.450, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 91/333 [01:02<02:49,  1.43it/s, loss=0.074, pair=27.641, adv=3.450, sprd=0.00
Ep 009/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:49,  1.43it/s, loss=0.062, pair=24.531, adv=3.418, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:42,  1.49it/s, loss=0.062, pair=24.531, adv=3.418, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:42,  1.49it/s, loss=0.080, pair=33.000, adv=3.366, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:48,  1.42it/s, loss=0.080, pair=33.000, adv=3.366, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:48,  1.42it/s, loss=0.070, pair=29.844, adv=3.415, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 94/333 [01:04<02:39,  1.50it/s, loss=0.070, pair=29.844, adv=3.415, sprd=0.00
Ep 009/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:39,  1.50it/s, loss=0.172, pair=24.344, adv=3.414, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:49,  1.40it/s, loss=0.172, pair=24.344, adv=3.414, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:49,  1.40it/s, loss=0.055, pair=24.031, adv=3.433, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:40,  1.47it/s, loss=0.055, pair=24.031, adv=3.433, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:40,  1.47it/s, loss=0.079, pair=28.250, adv=3.453, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:48,  1.40it/s, loss=0.079, pair=28.250, adv=3.453, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:48,  1.40it/s, loss=0.051, pair=28.188, adv=3.456, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:40,  1.46it/s, loss=0.051, pair=28.188, adv=3.456, sprd=0.00
Ep 009/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:40,  1.46it/s, loss=0.204, pair=20.984, adv=3.434, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:43,  1.43it/s, loss=0.204, pair=20.984, adv=3.434, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:43,  1.43it/s, loss=0.059, pair=28.469, adv=3.396, sprd=0.00
Ep 009/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.059, pair=28.469, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:35,  1.50it/s, loss=0.086, pair=22.000, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:43,  1.42it/s, loss=0.086, pair=22.000, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:43,  1.42it/s, loss=0.057, pair=24.031, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:35,  1.49it/s, loss=0.057, pair=24.031, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:35,  1.49it/s, loss=0.081, pair=18.094, adv=3.416, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.081, pair=18.094, adv=3.416, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.054, pair=23.453, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:31,  1.51it/s, loss=0.054, pair=23.453, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:31,  1.51it/s, loss=0.084, pair=22.250, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:37,  1.45it/s, loss=0.084, pair=22.250, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:37,  1.45it/s, loss=0.061, pair=25.500, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:32,  1.49it/s, loss=0.061, pair=25.500, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:32,  1.49it/s, loss=0.226, pair=22.516, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:45,  1.36it/s, loss=0.226, pair=22.516, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:45,  1.36it/s, loss=0.051, pair=26.172, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:35,  1.45it/s, loss=0.051, pair=26.172, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:35,  1.45it/s, loss=0.128, pair=24.562, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:43,  1.37it/s, loss=0.128, pair=24.562, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 109/333 [01:16<02:43,  1.37it/s, loss=0.076, pair=25.250, adv=3.416, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:33,  1.46it/s, loss=0.076, pair=25.250, adv=3.416, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:33,  1.46it/s, loss=0.088, pair=33.062, adv=3.404, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:37,  1.41it/s, loss=0.088, pair=33.062, adv=3.404, sprd=0.0
Ep 009/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.065, pair=23.219, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:28,  1.48it/s, loss=0.065, pair=23.219, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:28,  1.48it/s, loss=0.067, pair=30.000, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:35,  1.41it/s, loss=0.067, pair=30.000, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:35,  1.41it/s, loss=0.053, pair=21.797, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:25,  1.50it/s, loss=0.053, pair=21.797, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:25,  1.50it/s, loss=0.333, pair=27.422, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:33,  1.42it/s, loss=0.333, pair=27.422, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:33,  1.42it/s, loss=0.058, pair=33.344, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.058, pair=33.344, adv=3.375, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:27,  1.47it/s, loss=0.116, pair=28.688, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:32,  1.41it/s, loss=0.116, pair=28.688, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:32,  1.41it/s, loss=0.080, pair=19.719, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:25,  1.48it/s, loss=0.080, pair=19.719, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:25,  1.48it/s, loss=0.096, pair=24.234, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:30,  1.43it/s, loss=0.096, pair=24.234, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:30,  1.43it/s, loss=0.088, pair=28.766, adv=3.360, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:23,  1.48it/s, loss=0.088, pair=28.766, adv=3.360, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:23,  1.48it/s, loss=0.065, pair=30.062, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:29,  1.41it/s, loss=0.065, pair=30.062, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:29,  1.41it/s, loss=0.058, pair=25.641, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:22,  1.48it/s, loss=0.058, pair=25.641, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:22,  1.48it/s, loss=0.084, pair=28.578, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:27,  1.42it/s, loss=0.084, pair=28.578, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:27,  1.42it/s, loss=0.060, pair=28.828, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:18,  1.50it/s, loss=0.060, pair=28.828, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:18,  1.50it/s, loss=0.227, pair=18.109, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:20,  1.48it/s, loss=0.227, pair=18.109, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:20,  1.48it/s, loss=0.095, pair=19.531, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 126/333 [01:26<02:12,  1.56it/s, loss=0.095, pair=19.531, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:12,  1.56it/s, loss=0.124, pair=23.766, adv=3.443, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:25,  1.41it/s, loss=0.124, pair=23.766, adv=3.443, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:25,  1.41it/s, loss=0.120, pair=23.125, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:20,  1.46it/s, loss=0.120, pair=23.125, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:20,  1.46it/s, loss=0.066, pair=29.438, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:24,  1.41it/s, loss=0.066, pair=29.438, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:24,  1.41it/s, loss=0.059, pair=28.953, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:14,  1.51it/s, loss=0.059, pair=28.953, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.210, pair=22.891, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:25,  1.39it/s, loss=0.210, pair=22.891, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:25,  1.39it/s, loss=0.066, pair=29.344, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.066, pair=29.344, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:16,  1.47it/s, loss=0.108, pair=30.219, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 133/333 [01:31<02:21,  1.42it/s, loss=0.108, pair=30.219, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:21,  1.42it/s, loss=0.080, pair=22.750, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:14,  1.48it/s, loss=0.080, pair=22.750, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:14,  1.48it/s, loss=0.082, pair=25.172, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.082, pair=25.172, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:18,  1.43it/s, loss=0.059, pair=30.531, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 136/333 [01:33<02:12,  1.49it/s, loss=0.059, pair=30.531, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:12,  1.49it/s, loss=0.073, pair=28.531, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 137/333 [01:34<02:21,  1.38it/s, loss=0.073, pair=28.531, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:21,  1.38it/s, loss=0.079, pair=20.578, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:11,  1.49it/s, loss=0.079, pair=20.578, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:11,  1.49it/s, loss=0.186, pair=26.953, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.186, pair=26.953, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:17,  1.41it/s, loss=0.057, pair=21.391, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:10,  1.48it/s, loss=0.057, pair=21.391, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:10,  1.48it/s, loss=0.087, pair=17.297, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:14,  1.43it/s, loss=0.087, pair=17.297, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:14,  1.43it/s, loss=0.059, pair=13.023, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.059, pair=13.023, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:08,  1.49it/s, loss=0.255, pair=19.312, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 143/333 [01:38<02:15,  1.40it/s, loss=0.255, pair=19.312, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:15,  1.40it/s, loss=0.058, pair=28.266, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:09,  1.46it/s, loss=0.058, pair=28.266, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:09,  1.46it/s, loss=0.073, pair=22.578, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:11,  1.42it/s, loss=0.073, pair=22.578, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:11,  1.42it/s, loss=0.079, pair=26.109, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 146/333 [01:40<02:02,  1.53it/s, loss=0.079, pair=26.109, adv=3.393, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:02,  1.53it/s, loss=0.164, pair=18.906, adv=3.356, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.164, pair=18.906, adv=3.356, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.45it/s, loss=0.080, pair=28.562, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:01,  1.52it/s, loss=0.080, pair=28.562, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:01,  1.52it/s, loss=0.220, pair=28.312, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 149/333 [01:42<02:07,  1.44it/s, loss=0.220, pair=28.312, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:07,  1.44it/s, loss=0.060, pair=32.188, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:01,  1.50it/s, loss=0.060, pair=32.188, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:01,  1.50it/s, loss=0.105, pair=24.672, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:08,  1.41it/s, loss=0.105, pair=24.672, adv=3.400, sprd=0.0
Ep 009/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:08,  1.41it/s, loss=0.064, pair=24.797, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 152/333 [01:44<02:01,  1.48it/s, loss=0.064, pair=24.797, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:01,  1.48it/s, loss=0.085, pair=23.969, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:11,  1.37it/s, loss=0.085, pair=23.969, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:11,  1.37it/s, loss=0.054, pair=22.094, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<02:03,  1.45it/s, loss=0.054, pair=22.094, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<02:03,  1.45it/s, loss=0.080, pair=27.906, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.080, pair=27.906, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.065, pair=20.328, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<02:01,  1.46it/s, loss=0.065, pair=20.328, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<02:01,  1.46it/s, loss=0.089, pair=25.109, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:05,  1.40it/s, loss=0.089, pair=25.109, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:05,  1.40it/s, loss=0.072, pair=26.656, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.072, pair=26.656, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:57,  1.49it/s, loss=0.067, pair=22.234, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:02,  1.42it/s, loss=0.067, pair=22.234, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:02,  1.42it/s, loss=0.053, pair=19.672, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:56,  1.49it/s, loss=0.053, pair=19.672, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:56,  1.49it/s, loss=0.072, pair=20.969, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:02,  1.40it/s, loss=0.072, pair=20.969, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:02,  1.40it/s, loss=0.054, pair=20.609, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:56,  1.47it/s, loss=0.054, pair=20.609, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:56,  1.47it/s, loss=0.077, pair=21.266, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<01:58,  1.43it/s, loss=0.077, pair=21.266, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<01:58,  1.43it/s, loss=0.061, pair=31.156, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.061, pair=31.156, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:54,  1.48it/s, loss=0.075, pair=23.734, adv=3.416, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 165/333 [01:53<01:57,  1.43it/s, loss=0.075, pair=23.734, adv=3.416, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:57,  1.43it/s, loss=0.074, pair=23.625, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:50,  1.50it/s, loss=0.074, pair=23.625, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:50,  1.50it/s, loss=0.092, pair=22.953, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<02:00,  1.37it/s, loss=0.092, pair=22.953, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<02:00,  1.37it/s, loss=0.052, pair=33.469, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:53,  1.46it/s, loss=0.052, pair=33.469, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:53,  1.46it/s, loss=0.091, pair=20.141, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:57,  1.40it/s, loss=0.091, pair=20.141, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:57,  1.40it/s, loss=0.051, pair=19.953, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:52,  1.45it/s, loss=0.051, pair=19.953, adv=3.413, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:52,  1.45it/s, loss=0.406, pair=21.250, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:59,  1.36it/s, loss=0.406, pair=21.250, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:59,  1.36it/s, loss=0.093, pair=31.953, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:50,  1.46it/s, loss=0.093, pair=31.953, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:50,  1.46it/s, loss=0.058, pair=29.703, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:54,  1.39it/s, loss=0.058, pair=29.703, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:54,  1.39it/s, loss=0.061, pair=26.797, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:47,  1.48it/s, loss=0.061, pair=26.797, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:47,  1.48it/s, loss=0.068, pair=23.391, adv=3.428, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 175/333 [02:00<01:49,  1.44it/s, loss=0.068, pair=23.391, adv=3.428, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:49,  1.44it/s, loss=0.055, pair=24.109, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:46,  1.47it/s, loss=0.055, pair=24.109, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:46,  1.47it/s, loss=0.159, pair=26.625, adv=3.415, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:52,  1.38it/s, loss=0.159, pair=26.625, adv=3.415, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:52,  1.38it/s, loss=0.054, pair=23.578, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:46,  1.45it/s, loss=0.054, pair=23.578, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:46,  1.45it/s, loss=0.120, pair=23.000, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:50,  1.40it/s, loss=0.120, pair=23.000, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:50,  1.40it/s, loss=0.057, pair=21.531, adv=3.438, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:42,  1.49it/s, loss=0.057, pair=21.531, adv=3.438, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:42,  1.49it/s, loss=0.067, pair=24.938, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:46,  1.42it/s, loss=0.067, pair=24.938, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:46,  1.42it/s, loss=0.060, pair=24.547, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:40,  1.50it/s, loss=0.060, pair=24.547, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:40,  1.50it/s, loss=0.191, pair=28.531, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:45,  1.43it/s, loss=0.191, pair=28.531, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:45,  1.43it/s, loss=0.069, pair=24.641, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.069, pair=24.641, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.071, pair=21.859, adv=3.417, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:42,  1.44it/s, loss=0.071, pair=21.859, adv=3.417, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:42,  1.44it/s, loss=0.059, pair=24.547, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.059, pair=24.547, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.128, pair=20.797, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.128, pair=20.797, adv=3.475, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.087, pair=23.844, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:39,  1.46it/s, loss=0.087, pair=23.844, adv=3.403, sprd=0.0
Ep 009/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:39,  1.46it/s, loss=0.091, pair=23.594, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:40,  1.43it/s, loss=0.091, pair=23.594, adv=3.465, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:40,  1.43it/s, loss=0.055, pair=27.062, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:36,  1.48it/s, loss=0.055, pair=27.062, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:36,  1.48it/s, loss=0.067, pair=31.250, adv=3.445, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:38,  1.44it/s, loss=0.067, pair=31.250, adv=3.445, sprd=0.0
Ep 009/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:38,  1.44it/s, loss=0.090, pair=27.828, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:34,  1.48it/s, loss=0.090, pair=27.828, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:34,  1.48it/s, loss=0.106, pair=26.328, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:42,  1.37it/s, loss=0.106, pair=26.328, adv=3.446, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 193/333 [02:14<01:42,  1.37it/s, loss=0.050, pair=23.609, adv=3.362, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:36,  1.44it/s, loss=0.050, pair=23.609, adv=3.362, sprd=0.0
Ep 009/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:36,  1.44it/s, loss=0.087, pair=25.656, adv=3.424, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:41,  1.36it/s, loss=0.087, pair=25.656, adv=3.424, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:41,  1.36it/s, loss=0.055, pair=28.859, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:35,  1.44it/s, loss=0.055, pair=28.859, adv=3.378, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:35,  1.44it/s, loss=0.195, pair=24.719, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:37,  1.39it/s, loss=0.195, pair=24.719, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:37,  1.39it/s, loss=0.066, pair=23.203, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:31,  1.47it/s, loss=0.066, pair=23.203, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:31,  1.47it/s, loss=0.077, pair=20.609, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:33,  1.44it/s, loss=0.077, pair=20.609, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:33,  1.44it/s, loss=0.056, pair=20.469, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:29,  1.49it/s, loss=0.056, pair=20.469, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 200/333 [02:19<01:29,  1.49it/s, loss=0.085, pair=21.047, adv=3.404, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.085, pair=21.047, adv=3.404, sprd=0.0
Ep 009/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.053, pair=30.938, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:27,  1.50it/s, loss=0.053, pair=30.938, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:27,  1.50it/s, loss=0.075, pair=19.312, adv=3.419, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.44it/s, loss=0.075, pair=19.312, adv=3.419, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:30,  1.44it/s, loss=0.066, pair=26.625, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:25,  1.52it/s, loss=0.066, pair=26.625, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:25,  1.52it/s, loss=0.073, pair=24.359, adv=3.415, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:27,  1.46it/s, loss=0.073, pair=24.359, adv=3.415, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:27,  1.46it/s, loss=0.053, pair=26.641, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:23,  1.52it/s, loss=0.053, pair=26.641, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:23,  1.52it/s, loss=0.081, pair=26.875, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:26,  1.46it/s, loss=0.081, pair=26.875, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:26,  1.46it/s, loss=0.062, pair=21.328, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:22,  1.51it/s, loss=0.062, pair=21.328, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:22,  1.51it/s, loss=0.086, pair=30.656, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:26,  1.44it/s, loss=0.086, pair=30.656, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:26,  1.44it/s, loss=0.050, pair=29.219, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.050, pair=29.219, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:22,  1.49it/s, loss=0.081, pair=24.469, adv=3.439, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:24,  1.44it/s, loss=0.081, pair=24.469, adv=3.439, sprd=0.0
Ep 009/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:24,  1.44it/s, loss=0.071, pair=19.531, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:19,  1.52it/s, loss=0.071, pair=19.531, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:19,  1.52it/s, loss=0.078, pair=19.406, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.44it/s, loss=0.078, pair=19.406, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:23,  1.44it/s, loss=0.057, pair=28.781, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:18,  1.51it/s, loss=0.057, pair=28.781, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:18,  1.51it/s, loss=0.081, pair=30.391, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:22,  1.43it/s, loss=0.081, pair=30.391, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:22,  1.43it/s, loss=0.050, pair=25.125, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.050, pair=25.125, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:18,  1.49it/s, loss=0.066, pair=32.250, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:19,  1.45it/s, loss=0.066, pair=32.250, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:19,  1.45it/s, loss=0.068, pair=27.203, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:16,  1.51it/s, loss=0.068, pair=27.203, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:16,  1.51it/s, loss=0.195, pair=24.797, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.195, pair=24.797, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.055, pair=27.594, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:15,  1.51it/s, loss=0.055, pair=27.594, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.51it/s, loss=0.095, pair=24.547, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:17,  1.44it/s, loss=0.095, pair=24.547, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:17,  1.44it/s, loss=0.054, pair=28.828, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:13,  1.50it/s, loss=0.054, pair=28.828, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:13,  1.50it/s, loss=0.063, pair=25.062, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 223/333 [02:33<01:15,  1.45it/s, loss=0.063, pair=25.062, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:15,  1.45it/s, loss=0.047, pair=29.438, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:12,  1.51it/s, loss=0.047, pair=29.438, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.51it/s, loss=0.206, pair=21.734, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:14,  1.44it/s, loss=0.206, pair=21.734, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:14,  1.44it/s, loss=0.059, pair=19.969, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 226/333 [02:35<01:11,  1.50it/s, loss=0.059, pair=19.969, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:11,  1.50it/s, loss=0.062, pair=23.047, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:14,  1.42it/s, loss=0.062, pair=23.047, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:14,  1.42it/s, loss=0.062, pair=26.094, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.49it/s, loss=0.062, pair=26.094, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.49it/s, loss=0.111, pair=19.406, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:13,  1.42it/s, loss=0.111, pair=19.406, adv=3.376, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:13,  1.42it/s, loss=0.052, pair=20.156, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:09,  1.49it/s, loss=0.052, pair=20.156, adv=3.425, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.49it/s, loss=0.060, pair=26.875, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:10,  1.44it/s, loss=0.060, pair=26.875, adv=3.437, sprd=0.0
Ep 009/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:10,  1.44it/s, loss=0.071, pair=33.375, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.071, pair=33.375, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.126, pair=27.969, adv=3.418, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 233/333 [02:40<01:09,  1.43it/s, loss=0.126, pair=27.969, adv=3.418, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:09,  1.43it/s, loss=0.069, pair=29.031, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:05,  1.52it/s, loss=0.069, pair=29.031, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:05,  1.52it/s, loss=0.165, pair=20.688, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.40it/s, loss=0.165, pair=20.688, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.40it/s, loss=0.067, pair=23.172, adv=3.419, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:04,  1.51it/s, loss=0.067, pair=23.172, adv=3.419, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:04,  1.51it/s, loss=0.085, pair=25.859, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:06,  1.44it/s, loss=0.085, pair=25.859, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:06,  1.44it/s, loss=0.067, pair=25.953, adv=3.417, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.48it/s, loss=0.067, pair=25.953, adv=3.417, sprd=0.0
Ep 009/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:03,  1.48it/s, loss=0.080, pair=21.938, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 239/333 [02:44<01:05,  1.44it/s, loss=0.080, pair=21.938, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:05,  1.44it/s, loss=0.055, pair=26.875, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.49it/s, loss=0.055, pair=26.875, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.49it/s, loss=0.061, pair=29.594, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:04,  1.43it/s, loss=0.061, pair=29.594, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:04,  1.43it/s, loss=0.055, pair=25.078, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 242/333 [02:46<01:01,  1.48it/s, loss=0.055, pair=25.078, adv=3.392, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.48it/s, loss=0.071, pair=25.719, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:03,  1.41it/s, loss=0.071, pair=25.719, adv=3.395, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.41it/s, loss=0.054, pair=24.875, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<00:59,  1.49it/s, loss=0.054, pair=24.875, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<00:59,  1.49it/s, loss=0.071, pair=26.516, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.071, pair=26.516, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:02,  1.42it/s, loss=0.055, pair=25.000, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:58,  1.49it/s, loss=0.055, pair=25.000, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:58,  1.49it/s, loss=0.299, pair=22.172, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<01:02,  1.39it/s, loss=0.299, pair=22.172, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<01:02,  1.39it/s, loss=0.052, pair=24.953, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:58,  1.46it/s, loss=0.052, pair=24.953, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:58,  1.46it/s, loss=0.090, pair=18.438, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▋| 249/333 [02:51<00:59,  1.42it/s, loss=0.090, pair=18.438, adv=3.423, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<00:59,  1.42it/s, loss=0.059, pair=23.656, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:55,  1.49it/s, loss=0.059, pair=23.656, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:55,  1.49it/s, loss=0.065, pair=24.406, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.065, pair=24.406, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:57,  1.43it/s, loss=0.047, pair=26.312, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 252/333 [02:53<00:54,  1.50it/s, loss=0.047, pair=26.312, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:54,  1.50it/s, loss=0.071, pair=21.188, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:54,  1.46it/s, loss=0.071, pair=21.188, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:54,  1.46it/s, loss=0.049, pair=27.281, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.049, pair=27.281, adv=3.389, sprd=0.0
Ep 009/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:52,  1.51it/s, loss=0.065, pair=21.516, adv=3.370, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 255/333 [02:55<00:52,  1.48it/s, loss=0.065, pair=21.516, adv=3.370, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:52,  1.48it/s, loss=0.049, pair=23.875, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:49,  1.55it/s, loss=0.049, pair=23.875, adv=3.369, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:49,  1.55it/s, loss=0.071, pair=27.828, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:51,  1.47it/s, loss=0.071, pair=27.828, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:51,  1.47it/s, loss=0.058, pair=28.094, adv=3.434, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 258/333 [02:57<00:49,  1.53it/s, loss=0.058, pair=28.094, adv=3.434, sprd=0.0
Ep 009/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:49,  1.53it/s, loss=0.084, pair=22.844, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 259/333 [02:58<00:50,  1.48it/s, loss=0.084, pair=22.844, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:50,  1.48it/s, loss=0.061, pair=23.594, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:47,  1.55it/s, loss=0.061, pair=23.594, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:47,  1.55it/s, loss=0.074, pair=21.812, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 261/333 [02:59<00:50,  1.43it/s, loss=0.074, pair=21.812, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.43it/s, loss=0.054, pair=22.656, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:46,  1.52it/s, loss=0.054, pair=22.656, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:46,  1.52it/s, loss=0.124, pair=32.469, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:50,  1.40it/s, loss=0.124, pair=32.469, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:50,  1.40it/s, loss=0.052, pair=17.906, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 264/333 [03:01<00:46,  1.48it/s, loss=0.052, pair=17.906, adv=3.414, sprd=0.0
Ep 009/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:46,  1.48it/s, loss=0.187, pair=24.734, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 265/333 [03:02<00:47,  1.42it/s, loss=0.187, pair=24.734, adv=3.380, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.42it/s, loss=0.051, pair=33.938, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.051, pair=33.938, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.287, pair=27.469, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 267/333 [03:03<00:46,  1.43it/s, loss=0.287, pair=27.469, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.113, pair=20.953, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 268/333 [03:04<00:43,  1.50it/s, loss=0.113, pair=20.953, adv=3.384, sprd=0.0
Ep 009/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.50it/s, loss=0.096, pair=23.109, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:43,  1.47it/s, loss=0.096, pair=23.109, adv=3.411, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:43,  1.47it/s, loss=0.058, pair=27.812, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 270/333 [03:05<00:41,  1.52it/s, loss=0.058, pair=27.812, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.52it/s, loss=0.086, pair=30.922, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 271/333 [03:06<00:42,  1.45it/s, loss=0.086, pair=30.922, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:42,  1.45it/s, loss=0.051, pair=26.641, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:40,  1.51it/s, loss=0.051, pair=26.641, adv=3.407, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.51it/s, loss=0.069, pair=14.609, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:41,  1.44it/s, loss=0.069, pair=14.609, adv=3.388, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:41,  1.44it/s, loss=0.056, pair=29.688, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 274/333 [03:08<00:39,  1.51it/s, loss=0.056, pair=29.688, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:39,  1.51it/s, loss=0.079, pair=32.344, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:40,  1.45it/s, loss=0.079, pair=32.344, adv=3.397, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:40,  1.45it/s, loss=0.068, pair=17.266, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 276/333 [03:09<00:37,  1.50it/s, loss=0.068, pair=17.266, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.50it/s, loss=0.079, pair=27.156, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 277/333 [03:10<00:40,  1.39it/s, loss=0.079, pair=27.156, adv=3.367, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:40,  1.39it/s, loss=0.075, pair=17.406, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:36,  1.50it/s, loss=0.075, pair=17.406, adv=3.365, sprd=0.0
Ep 009/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:36,  1.50it/s, loss=0.216, pair=27.328, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:38,  1.39it/s, loss=0.216, pair=27.328, adv=3.394, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:38,  1.39it/s, loss=0.061, pair=24.156, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 280/333 [03:12<00:36,  1.47it/s, loss=0.061, pair=24.156, adv=3.366, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.47it/s, loss=0.064, pair=21.484, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 281/333 [03:13<00:36,  1.43it/s, loss=0.064, pair=21.484, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:36,  1.43it/s, loss=0.054, pair=23.094, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.054, pair=23.094, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:34,  1.49it/s, loss=0.205, pair=20.141, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 283/333 [03:14<00:34,  1.44it/s, loss=0.205, pair=20.141, adv=3.383, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:34,  1.44it/s, loss=0.063, pair=20.875, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 284/333 [03:15<00:32,  1.49it/s, loss=0.063, pair=20.875, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:32,  1.49it/s, loss=0.077, pair=26.062, adv=3.404, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:33,  1.43it/s, loss=0.077, pair=26.062, adv=3.404, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:33,  1.43it/s, loss=0.056, pair=23.219, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 286/333 [03:16<00:31,  1.48it/s, loss=0.056, pair=23.219, adv=3.347, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.088, pair=26.125, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 287/333 [03:17<00:32,  1.42it/s, loss=0.088, pair=26.125, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.42it/s, loss=0.064, pair=22.375, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:30,  1.48it/s, loss=0.064, pair=22.375, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:30,  1.48it/s, loss=0.086, pair=34.031, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.086, pair=34.031, adv=3.398, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:31,  1.40it/s, loss=0.051, pair=33.500, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 290/333 [03:19<00:29,  1.46it/s, loss=0.051, pair=33.500, adv=3.426, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:29,  1.46it/s, loss=0.064, pair=19.953, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:29,  1.40it/s, loss=0.064, pair=19.953, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:29,  1.40it/s, loss=0.058, pair=22.172, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:28,  1.46it/s, loss=0.058, pair=22.172, adv=3.396, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:28,  1.46it/s, loss=0.082, pair=25.219, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 293/333 [03:21<00:28,  1.41it/s, loss=0.082, pair=25.219, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:28,  1.41it/s, loss=0.064, pair=28.156, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 294/333 [03:22<00:26,  1.49it/s, loss=0.064, pair=28.156, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:26,  1.49it/s, loss=0.083, pair=19.969, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.083, pair=19.969, adv=3.371, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.43it/s, loss=0.075, pair=26.078, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 296/333 [03:23<00:24,  1.49it/s, loss=0.075, pair=26.078, adv=3.432, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.49it/s, loss=0.112, pair=25.906, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 297/333 [03:24<00:25,  1.40it/s, loss=0.112, pair=25.906, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.40it/s, loss=0.091, pair=24.844, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:24,  1.44it/s, loss=0.091, pair=24.844, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:24,  1.44it/s, loss=0.088, pair=24.578, adv=3.417, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.40it/s, loss=0.088, pair=24.578, adv=3.417, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:24,  1.40it/s, loss=0.054, pair=28.000, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 300/333 [03:26<00:22,  1.49it/s, loss=0.054, pair=28.000, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.093, pair=27.375, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.39it/s, loss=0.093, pair=27.375, adv=3.379, sprd=0.0
Ep 009/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.39it/s, loss=0.069, pair=29.562, adv=3.354, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:21,  1.47it/s, loss=0.069, pair=29.562, adv=3.354, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:21,  1.47it/s, loss=0.194, pair=25.734, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 303/333 [03:28<00:21,  1.40it/s, loss=0.194, pair=25.734, adv=3.386, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:21,  1.40it/s, loss=0.066, pair=27.094, adv=3.427, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.47it/s, loss=0.066, pair=27.094, adv=3.427, sprd=0.0
Ep 009/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.47it/s, loss=0.088, pair=21.641, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.42it/s, loss=0.088, pair=21.641, adv=3.401, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.42it/s, loss=0.056, pair=23.234, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 306/333 [03:30<00:18,  1.49it/s, loss=0.056, pair=23.234, adv=3.447, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:18,  1.49it/s, loss=0.095, pair=34.875, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 307/333 [03:31<00:18,  1.40it/s, loss=0.095, pair=34.875, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:18,  1.40it/s, loss=0.069, pair=26.219, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.069, pair=26.219, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.48it/s, loss=0.105, pair=21.844, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 309/333 [03:32<00:16,  1.46it/s, loss=0.105, pair=21.844, adv=3.377, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.46it/s, loss=0.084, pair=26.438, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 310/333 [03:33<00:15,  1.51it/s, loss=0.084, pair=26.438, adv=3.372, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.51it/s, loss=0.391, pair=26.875, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.44it/s, loss=0.391, pair=26.875, adv=3.412, sprd=0.0
Ep 009/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.44it/s, loss=0.074, pair=22.953, adv=3.344, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 312/333 [03:34<00:14,  1.48it/s, loss=0.074, pair=22.953, adv=3.344, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.48it/s, loss=0.095, pair=25.625, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 313/333 [03:35<00:14,  1.38it/s, loss=0.095, pair=25.625, adv=3.433, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.38it/s, loss=0.054, pair=23.781, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:13,  1.46it/s, loss=0.054, pair=23.781, adv=3.421, sprd=0.0
Ep 009/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:13,  1.46it/s, loss=0.055, pair=28.156, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.055, pair=28.156, adv=3.387, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.051, pair=21.797, adv=3.428, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 316/333 [03:37<00:11,  1.46it/s, loss=0.051, pair=21.797, adv=3.428, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.46it/s, loss=0.067, pair=20.938, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.41it/s, loss=0.067, pair=20.938, adv=3.405, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.41it/s, loss=0.057, pair=20.984, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.057, pair=20.984, adv=3.408, sprd=0.0
Ep 009/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.076, pair=31.844, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 319/333 [03:39<00:09,  1.43it/s, loss=0.076, pair=31.844, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.43it/s, loss=0.064, pair=21.641, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.064, pair=21.641, adv=3.381, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.52it/s, loss=0.083, pair=24.688, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.083, pair=24.688, adv=3.422, sprd=0.0
Ep 009/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.051, pair=14.430, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.051, pair=14.430, adv=3.420, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.069, pair=37.594, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:06,  1.47it/s, loss=0.069, pair=37.594, adv=3.409, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.47it/s, loss=0.057, pair=21.219, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.057, pair=21.219, adv=3.410, sprd=0.0
Ep 009/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.072, pair=29.047, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.072, pair=29.047, adv=3.373, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.051, pair=26.484, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.051, pair=26.484, adv=3.390, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.065, pair=21.234, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.065, pair=21.234, adv=3.406, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.059, pair=25.812, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.059, pair=25.812, adv=3.391, sprd=0.0
Ep 009/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.109, pair=22.297, adv=3.428, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 329/333 [03:46<00:02,  1.40it/s, loss=0.109, pair=22.297, adv=3.428, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.40it/s, loss=0.057, pair=32.469, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.057, pair=32.469, adv=3.429, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.071, pair=22.781, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 331/333 [03:47<00:01,  1.44it/s, loss=0.071, pair=22.781, adv=3.385, sprd=0.0
Ep 009/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.058, pair=23.688, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|▉| 332/333 [03:48<00:00,  1.52it/s, loss=0.058, pair=23.688, adv=3.402, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.52it/s, loss=0.196, pair=28.125, adv=3.399, sprd=0.0
Ep 009/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.47it/s, loss=0.196, pair=28.125, adv=3.399, sprd=0.0
                                                                                                              
Epoch 009/60 [S1:deg_only]  loss=0.0887  mat=0.3833  sens=25.7507  pair=24.7406  adv=3.4023(rand=3.37)  deg=0.0221  orth=0.0194  spread=0.0010  q_mean=50.1  q_std=20.9  α=0.10 β=0.00 γ=1.00 λ_grl=0.583  lr=9.59e-05  229s

Ep 010/60 [S1:deg_only]:   0%|                                                        | 0/333 [00:00<?, ?it/s]
Ep 010/60 [S1:deg_only]:   0%|        | 0/333 [00:01<?, ?it/s, loss=0.334, pair=19.969, adv=3.396, sprd=0.001]
Ep 010/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:31,  1.18s/it, loss=0.334, pair=19.969, adv=3.396, sprd=0.001
Ep 010/60 [S1:deg_only]:   0%| | 1/333 [00:01<06:31,  1.18s/it, loss=0.056, pair=28.781, adv=3.396, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 2/333 [00:01<04:39,  1.18it/s, loss=0.056, pair=28.781, adv=3.396, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 2/333 [00:02<04:39,  1.18it/s, loss=0.133, pair=26.359, adv=3.359, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 3/333 [00:02<04:26,  1.24it/s, loss=0.133, pair=26.359, adv=3.359, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 3/333 [00:03<04:26,  1.24it/s, loss=0.054, pair=24.312, adv=3.399, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:02,  1.36it/s, loss=0.054, pair=24.312, adv=3.399, sprd=0.001
Ep 010/60 [S1:deg_only]:   1%| | 4/333 [00:03<04:02,  1.36it/s, loss=0.082, pair=23.891, adv=3.354, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 5/333 [00:03<04:07,  1.33it/s, loss=0.082, pair=23.891, adv=3.354, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 5/333 [00:04<04:07,  1.33it/s, loss=0.065, pair=20.172, adv=3.408, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 6/333 [00:04<03:49,  1.43it/s, loss=0.065, pair=20.172, adv=3.408, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 6/333 [00:05<03:49,  1.43it/s, loss=0.074, pair=21.922, adv=3.369, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:51,  1.41it/s, loss=0.074, pair=21.922, adv=3.369, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 7/333 [00:05<03:51,  1.41it/s, loss=0.065, pair=19.562, adv=3.402, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 8/333 [00:05<03:40,  1.47it/s, loss=0.065, pair=19.562, adv=3.402, sprd=0.001
Ep 010/60 [S1:deg_only]:   2%| | 8/333 [00:06<03:40,  1.47it/s, loss=0.206, pair=28.891, adv=3.460, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 9/333 [00:06<03:49,  1.41it/s, loss=0.206, pair=28.891, adv=3.460, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 9/333 [00:07<03:49,  1.41it/s, loss=0.054, pair=28.844, adv=3.428, sprd=0.001
Ep 010/60 [S1:deg_only]:   3%| | 10/333 [00:07<03:37,  1.48it/s, loss=0.054, pair=28.844, adv=3.428, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 10/333 [00:08<03:37,  1.48it/s, loss=0.071, pair=24.078, adv=3.365, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:48,  1.41it/s, loss=0.071, pair=24.078, adv=3.365, sprd=0.00
Ep 010/60 [S1:deg_only]:   3%| | 11/333 [00:08<03:48,  1.41it/s, loss=0.047, pair=26.969, adv=3.404, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 12/333 [00:08<03:35,  1.49it/s, loss=0.047, pair=26.969, adv=3.404, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 12/333 [00:09<03:35,  1.49it/s, loss=0.072, pair=22.516, adv=3.443, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 13/333 [00:09<03:44,  1.43it/s, loss=0.072, pair=22.516, adv=3.443, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 13/333 [00:10<03:44,  1.43it/s, loss=0.048, pair=23.344, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.048, pair=23.344, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:   4%| | 14/333 [00:10<03:35,  1.48it/s, loss=0.193, pair=21.484, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 15/333 [00:10<03:40,  1.44it/s, loss=0.193, pair=21.484, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 15/333 [00:11<03:40,  1.44it/s, loss=0.081, pair=20.219, adv=3.424, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 16/333 [00:11<03:31,  1.50it/s, loss=0.081, pair=20.219, adv=3.424, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 16/333 [00:12<03:31,  1.50it/s, loss=0.119, pair=23.641, adv=3.424, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:38,  1.45it/s, loss=0.119, pair=23.641, adv=3.424, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 17/333 [00:12<03:38,  1.45it/s, loss=0.060, pair=37.188, adv=3.426, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 18/333 [00:12<03:29,  1.51it/s, loss=0.060, pair=37.188, adv=3.426, sprd=0.00
Ep 010/60 [S1:deg_only]:   5%| | 18/333 [00:13<03:29,  1.51it/s, loss=0.066, pair=29.938, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 19/333 [00:13<03:36,  1.45it/s, loss=0.066, pair=29.938, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 19/333 [00:14<03:36,  1.45it/s, loss=0.048, pair=32.031, adv=3.379, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.048, pair=32.031, adv=3.379, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.072, pair=22.250, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 21/333 [00:14<03:35,  1.45it/s, loss=0.072, pair=22.250, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:   6%| | 21/333 [00:15<03:35,  1.45it/s, loss=0.054, pair=28.094, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 22/333 [00:15<03:27,  1.50it/s, loss=0.054, pair=28.094, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 22/333 [00:16<03:27,  1.50it/s, loss=0.096, pair=30.219, adv=3.421, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:44,  1.38it/s, loss=0.096, pair=30.219, adv=3.421, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 23/333 [00:16<03:44,  1.38it/s, loss=0.055, pair=20.469, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 24/333 [00:16<03:32,  1.45it/s, loss=0.055, pair=20.469, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:   7%| | 24/333 [00:17<03:32,  1.45it/s, loss=0.205, pair=29.000, adv=3.364, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 25/333 [00:17<03:40,  1.40it/s, loss=0.205, pair=29.000, adv=3.364, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 25/333 [00:18<03:40,  1.40it/s, loss=0.053, pair=23.328, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 26/333 [00:18<03:27,  1.48it/s, loss=0.053, pair=23.328, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 26/333 [00:19<03:27,  1.48it/s, loss=0.107, pair=29.344, adv=3.408, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:41,  1.38it/s, loss=0.107, pair=29.344, adv=3.408, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 27/333 [00:19<03:41,  1.38it/s, loss=0.060, pair=22.406, adv=3.404, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 28/333 [00:19<03:24,  1.49it/s, loss=0.060, pair=22.406, adv=3.404, sprd=0.00
Ep 010/60 [S1:deg_only]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.092, pair=21.156, adv=3.415, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 29/333 [00:20<03:36,  1.40it/s, loss=0.092, pair=21.156, adv=3.415, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 29/333 [00:21<03:36,  1.40it/s, loss=0.065, pair=24.828, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.065, pair=24.828, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.075, pair=24.984, adv=3.398, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 31/333 [00:21<03:31,  1.43it/s, loss=0.075, pair=24.984, adv=3.398, sprd=0.00
Ep 010/60 [S1:deg_only]:   9%| | 31/333 [00:22<03:31,  1.43it/s, loss=0.062, pair=26.484, adv=3.414, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.062, pair=26.484, adv=3.414, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.087, pair=30.031, adv=3.422, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:30,  1.43it/s, loss=0.087, pair=30.031, adv=3.422, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 33/333 [00:23<03:30,  1.43it/s, loss=0.058, pair=23.625, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 34/333 [00:23<03:21,  1.48it/s, loss=0.058, pair=23.625, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  10%| | 34/333 [00:24<03:21,  1.48it/s, loss=0.081, pair=23.938, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 35/333 [00:24<03:30,  1.41it/s, loss=0.081, pair=23.938, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 35/333 [00:25<03:30,  1.41it/s, loss=0.399, pair=29.453, adv=3.372, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:22,  1.46it/s, loss=0.399, pair=29.453, adv=3.372, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 36/333 [00:25<03:22,  1.46it/s, loss=0.086, pair=27.125, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 37/333 [00:25<03:25,  1.44it/s, loss=0.086, pair=27.125, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 37/333 [00:26<03:25,  1.44it/s, loss=0.057, pair=24.656, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 38/333 [00:26<03:18,  1.48it/s, loss=0.057, pair=24.656, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  11%| | 38/333 [00:27<03:18,  1.48it/s, loss=0.073, pair=17.594, adv=3.366, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:22,  1.45it/s, loss=0.073, pair=17.594, adv=3.366, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 39/333 [00:27<03:22,  1.45it/s, loss=0.054, pair=28.328, adv=3.415, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 40/333 [00:27<03:14,  1.50it/s, loss=0.054, pair=28.328, adv=3.415, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 40/333 [00:28<03:14,  1.50it/s, loss=0.089, pair=23.578, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 41/333 [00:28<03:20,  1.45it/s, loss=0.089, pair=23.578, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:  12%| | 41/333 [00:29<03:20,  1.45it/s, loss=0.061, pair=16.797, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:12,  1.51it/s, loss=0.061, pair=16.797, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 42/333 [00:29<03:12,  1.51it/s, loss=0.076, pair=23.578, adv=3.451, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 43/333 [00:29<03:19,  1.45it/s, loss=0.076, pair=23.578, adv=3.451, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 43/333 [00:30<03:19,  1.45it/s, loss=0.060, pair=23.219, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 44/333 [00:30<03:11,  1.51it/s, loss=0.060, pair=23.219, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  13%|▏| 44/333 [00:31<03:11,  1.51it/s, loss=0.075, pair=26.969, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:19,  1.44it/s, loss=0.075, pair=26.969, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 45/333 [00:31<03:19,  1.44it/s, loss=0.052, pair=25.219, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 46/333 [00:31<03:14,  1.48it/s, loss=0.052, pair=25.219, adv=3.390, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.076, pair=28.578, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 47/333 [00:32<03:21,  1.42it/s, loss=0.076, pair=28.578, adv=3.370, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 47/333 [00:33<03:21,  1.42it/s, loss=0.055, pair=21.562, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 48/333 [00:33<03:12,  1.48it/s, loss=0.055, pair=21.562, adv=3.400, sprd=0.00
Ep 010/60 [S1:deg_only]:  14%|▏| 48/333 [00:34<03:12,  1.48it/s, loss=0.083, pair=22.109, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:18,  1.43it/s, loss=0.083, pair=22.109, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 49/333 [00:34<03:18,  1.43it/s, loss=0.062, pair=22.500, adv=3.348, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 50/333 [00:34<03:09,  1.49it/s, loss=0.062, pair=22.500, adv=3.348, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 50/333 [00:35<03:09,  1.49it/s, loss=0.145, pair=22.438, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 51/333 [00:35<03:23,  1.39it/s, loss=0.145, pair=22.438, adv=3.412, sprd=0.00
Ep 010/60 [S1:deg_only]:  15%|▏| 51/333 [00:36<03:23,  1.39it/s, loss=0.085, pair=34.000, adv=3.421, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:09,  1.48it/s, loss=0.085, pair=34.000, adv=3.421, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 52/333 [00:36<03:09,  1.48it/s, loss=0.261, pair=33.344, adv=3.389, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 53/333 [00:36<03:14,  1.44it/s, loss=0.261, pair=33.344, adv=3.389, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 53/333 [00:37<03:14,  1.44it/s, loss=0.053, pair=28.031, adv=3.439, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 54/333 [00:37<03:03,  1.52it/s, loss=0.053, pair=28.031, adv=3.439, sprd=0.00
Ep 010/60 [S1:deg_only]:  16%|▏| 54/333 [00:38<03:03,  1.52it/s, loss=0.071, pair=30.547, adv=3.371, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:12,  1.44it/s, loss=0.071, pair=30.547, adv=3.371, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 55/333 [00:38<03:12,  1.44it/s, loss=0.065, pair=27.531, adv=3.413, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 56/333 [00:38<03:04,  1.50it/s, loss=0.065, pair=27.531, adv=3.413, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.189, pair=25.250, adv=3.414, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 57/333 [00:39<03:12,  1.43it/s, loss=0.189, pair=25.250, adv=3.414, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 57/333 [00:40<03:12,  1.43it/s, loss=0.048, pair=29.719, adv=3.429, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.52it/s, loss=0.048, pair=29.719, adv=3.429, sprd=0.00
Ep 010/60 [S1:deg_only]:  17%|▏| 58/333 [00:40<03:01,  1.52it/s, loss=0.075, pair=18.562, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 59/333 [00:40<03:09,  1.45it/s, loss=0.075, pair=18.562, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 59/333 [00:41<03:09,  1.45it/s, loss=0.051, pair=31.344, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 60/333 [00:41<03:01,  1.50it/s, loss=0.051, pair=31.344, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 60/333 [00:42<03:01,  1.50it/s, loss=0.076, pair=18.156, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.076, pair=18.156, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:  18%|▏| 61/333 [00:42<03:10,  1.43it/s, loss=0.055, pair=28.109, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 62/333 [00:42<03:01,  1.49it/s, loss=0.055, pair=28.109, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.097, pair=27.094, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 63/333 [00:43<03:11,  1.41it/s, loss=0.097, pair=27.094, adv=3.395, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 63/333 [00:44<03:11,  1.41it/s, loss=0.054, pair=25.344, adv=3.386, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 64/333 [00:44<03:02,  1.48it/s, loss=0.054, pair=25.344, adv=3.386, sprd=0.00
Ep 010/60 [S1:deg_only]:  19%|▏| 64/333 [00:45<03:02,  1.48it/s, loss=0.165, pair=27.734, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:09,  1.41it/s, loss=0.165, pair=27.734, adv=3.387, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 65/333 [00:45<03:09,  1.41it/s, loss=0.058, pair=28.531, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 66/333 [00:45<03:00,  1.48it/s, loss=0.058, pair=28.531, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 66/333 [00:46<03:00,  1.48it/s, loss=0.188, pair=38.750, adv=3.392, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 67/333 [00:46<03:07,  1.42it/s, loss=0.188, pair=38.750, adv=3.392, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 67/333 [00:47<03:07,  1.42it/s, loss=0.052, pair=22.656, adv=3.418, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<03:00,  1.47it/s, loss=0.052, pair=22.656, adv=3.418, sprd=0.00
Ep 010/60 [S1:deg_only]:  20%|▏| 68/333 [00:47<03:00,  1.47it/s, loss=0.057, pair=19.438, adv=3.422, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 69/333 [00:47<03:08,  1.40it/s, loss=0.057, pair=19.438, adv=3.422, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 69/333 [00:48<03:08,  1.40it/s, loss=0.067, pair=26.031, adv=3.422, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 70/333 [00:48<02:55,  1.49it/s, loss=0.067, pair=26.031, adv=3.422, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 70/333 [00:49<02:55,  1.49it/s, loss=0.086, pair=30.578, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:01,  1.44it/s, loss=0.086, pair=30.578, adv=3.394, sprd=0.00
Ep 010/60 [S1:deg_only]:  21%|▏| 71/333 [00:49<03:01,  1.44it/s, loss=0.071, pair=31.500, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 72/333 [00:49<02:52,  1.52it/s, loss=0.071, pair=31.500, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 72/333 [00:50<02:52,  1.52it/s, loss=0.082, pair=23.156, adv=3.423, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 73/333 [00:50<03:08,  1.38it/s, loss=0.082, pair=23.156, adv=3.423, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 73/333 [00:51<03:08,  1.38it/s, loss=0.058, pair=27.891, adv=3.419, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 74/333 [00:51<02:57,  1.46it/s, loss=0.058, pair=27.891, adv=3.419, sprd=0.00
Ep 010/60 [S1:deg_only]:  22%|▏| 74/333 [00:52<02:57,  1.46it/s, loss=0.070, pair=25.938, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:05,  1.39it/s, loss=0.070, pair=25.938, adv=3.397, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 75/333 [00:52<03:05,  1.39it/s, loss=0.055, pair=35.500, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 76/333 [00:52<02:54,  1.47it/s, loss=0.055, pair=35.500, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 76/333 [00:53<02:54,  1.47it/s, loss=0.072, pair=23.344, adv=3.402, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.072, pair=23.344, adv=3.402, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 77/333 [00:53<02:56,  1.45it/s, loss=0.054, pair=22.422, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 78/333 [00:53<02:51,  1.49it/s, loss=0.054, pair=22.422, adv=3.396, sprd=0.00
Ep 010/60 [S1:deg_only]:  23%|▏| 78/333 [00:54<02:51,  1.49it/s, loss=0.083, pair=29.156, adv=3.398, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 79/333 [00:54<02:57,  1.43it/s, loss=0.083, pair=29.156, adv=3.398, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 79/333 [00:55<02:57,  1.43it/s, loss=0.053, pair=26.844, adv=3.385, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 80/333 [00:55<02:51,  1.48it/s, loss=0.053, pair=26.844, adv=3.385, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 80/333 [00:56<02:51,  1.48it/s, loss=0.083, pair=24.750, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:05,  1.36it/s, loss=0.083, pair=24.750, adv=3.407, sprd=0.00
Ep 010/60 [S1:deg_only]:  24%|▏| 81/333 [00:56<03:05,  1.36it/s, loss=0.049, pair=31.859, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 82/333 [00:56<02:55,  1.43it/s, loss=0.049, pair=31.859, adv=3.417, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 82/333 [00:57<02:55,  1.43it/s, loss=0.064, pair=17.828, adv=3.419, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 83/333 [00:57<02:55,  1.42it/s, loss=0.064, pair=17.828, adv=3.419, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▏| 83/333 [00:58<02:55,  1.42it/s, loss=0.063, pair=24.859, adv=3.365, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.063, pair=24.859, adv=3.365, sprd=0.00
Ep 010/60 [S1:deg_only]:  25%|▎| 84/333 [00:58<02:49,  1.47it/s, loss=0.057, pair=28.156, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 85/333 [00:58<02:55,  1.41it/s, loss=0.057, pair=28.156, adv=3.405, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 85/333 [00:59<02:55,  1.41it/s, loss=0.054, pair=19.562, adv=3.399, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 86/333 [00:59<02:47,  1.48it/s, loss=0.054, pair=19.562, adv=3.399, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 86/333 [01:00<02:47,  1.48it/s, loss=0.062, pair=30.469, adv=3.410, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.062, pair=30.469, adv=3.410, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.053, pair=33.500, adv=3.385, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 88/333 [01:00<02:44,  1.49it/s, loss=0.053, pair=33.500, adv=3.385, sprd=0.00
Ep 010/60 [S1:deg_only]:  26%|▎| 88/333 [01:01<02:44,  1.49it/s, loss=0.075, pair=26.875, adv=3.425, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 89/333 [01:01<02:46,  1.46it/s, loss=0.075, pair=26.875, adv=3.425, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 89/333 [01:02<02:46,  1.46it/s, loss=0.053, pair=22.938, adv=3.386, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:38,  1.53it/s, loss=0.053, pair=22.938, adv=3.386, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 90/333 [01:02<02:38,  1.53it/s, loss=0.064, pair=30.953, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 91/333 [01:02<02:45,  1.46it/s, loss=0.064, pair=30.953, adv=3.393, sprd=0.00
Ep 010/60 [S1:deg_only]:  27%|▎| 91/333 [01:03<02:45,  1.46it/s, loss=0.053, pair=16.469, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 92/333 [01:03<02:39,  1.51it/s, loss=0.053, pair=16.469, adv=3.401, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 92/333 [01:04<02:39,  1.51it/s, loss=0.075, pair=26.672, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 93/333 [01:04<02:48,  1.43it/s, loss=0.075, pair=26.672, adv=3.380, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 93/333 [01:05<02:48,  1.43it/s, loss=0.058, pair=20.531, adv=3.368, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:42,  1.47it/s, loss=0.058, pair=20.531, adv=3.368, sprd=0.00
Ep 010/60 [S1:deg_only]:  28%|▎| 94/333 [01:05<02:42,  1.47it/s, loss=0.060, pair=25.922, adv=3.409, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 95/333 [01:05<02:47,  1.42it/s, loss=0.060, pair=25.922, adv=3.409, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 95/333 [01:06<02:47,  1.42it/s, loss=0.055, pair=34.219, adv=3.391, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 96/333 [01:06<02:40,  1.48it/s, loss=0.055, pair=34.219, adv=3.391, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 96/333 [01:07<02:40,  1.48it/s, loss=0.071, pair=35.938, adv=3.378, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:45,  1.42it/s, loss=0.071, pair=35.938, adv=3.378, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 97/333 [01:07<02:45,  1.42it/s, loss=0.053, pair=29.531, adv=3.431, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 98/333 [01:07<02:37,  1.49it/s, loss=0.053, pair=29.531, adv=3.431, sprd=0.00
Ep 010/60 [S1:deg_only]:  29%|▎| 98/333 [01:08<02:37,  1.49it/s, loss=0.074, pair=30.094, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 99/333 [01:08<02:45,  1.41it/s, loss=0.074, pair=30.094, adv=3.388, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 99/333 [01:09<02:45,  1.41it/s, loss=0.101, pair=24.359, adv=3.384, sprd=0.00
Ep 010/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.101, pair=24.359, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.075, pair=18.844, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 101/333 [01:09<02:44,  1.41it/s, loss=0.075, pair=18.844, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  30%|▎| 101/333 [01:10<02:44,  1.41it/s, loss=0.064, pair=34.500, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 102/333 [01:10<02:38,  1.46it/s, loss=0.064, pair=34.500, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 102/333 [01:11<02:38,  1.46it/s, loss=0.054, pair=22.000, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:44,  1.40it/s, loss=0.054, pair=22.000, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 103/333 [01:11<02:44,  1.40it/s, loss=0.049, pair=20.078, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 104/333 [01:11<02:34,  1.48it/s, loss=0.049, pair=20.078, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  31%|▎| 104/333 [01:12<02:34,  1.48it/s, loss=0.084, pair=22.078, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 105/333 [01:12<02:39,  1.43it/s, loss=0.084, pair=22.078, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 105/333 [01:13<02:39,  1.43it/s, loss=0.049, pair=22.812, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.049, pair=22.812, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 106/333 [01:14<02:31,  1.50it/s, loss=0.072, pair=32.219, adv=3.412, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:37,  1.44it/s, loss=0.072, pair=32.219, adv=3.412, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 107/333 [01:14<02:37,  1.44it/s, loss=0.060, pair=21.422, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 108/333 [01:14<02:29,  1.50it/s, loss=0.060, pair=21.422, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  32%|▎| 108/333 [01:15<02:29,  1.50it/s, loss=0.073, pair=25.094, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:33,  1.46it/s, loss=0.073, pair=25.094, adv=3.357, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 109/333 [01:15<02:33,  1.46it/s, loss=0.056, pair=26.188, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 110/333 [01:15<02:27,  1.51it/s, loss=0.056, pair=26.188, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 110/333 [01:16<02:27,  1.51it/s, loss=0.210, pair=16.281, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 111/333 [01:16<02:36,  1.42it/s, loss=0.210, pair=16.281, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  33%|▎| 111/333 [01:17<02:36,  1.42it/s, loss=0.062, pair=24.234, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 112/333 [01:17<02:27,  1.50it/s, loss=0.062, pair=24.234, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 112/333 [01:18<02:27,  1.50it/s, loss=0.393, pair=29.219, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.393, pair=29.219, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 113/333 [01:18<02:33,  1.43it/s, loss=0.058, pair=20.078, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 114/333 [01:18<02:26,  1.49it/s, loss=0.058, pair=20.078, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  34%|▎| 114/333 [01:19<02:26,  1.49it/s, loss=0.068, pair=26.281, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 115/333 [01:19<02:31,  1.44it/s, loss=0.068, pair=26.281, adv=3.370, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 115/333 [01:20<02:31,  1.44it/s, loss=0.054, pair=27.766, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:23,  1.51it/s, loss=0.054, pair=27.766, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 116/333 [01:20<02:23,  1.51it/s, loss=0.077, pair=19.047, adv=3.433, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 117/333 [01:20<02:34,  1.40it/s, loss=0.077, pair=19.047, adv=3.433, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 117/333 [01:21<02:34,  1.40it/s, loss=0.051, pair=38.875, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 118/333 [01:21<02:26,  1.47it/s, loss=0.051, pair=38.875, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  35%|▎| 118/333 [01:22<02:26,  1.47it/s, loss=0.093, pair=26.734, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:36,  1.37it/s, loss=0.093, pair=26.734, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 119/333 [01:22<02:36,  1.37it/s, loss=0.068, pair=21.000, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 120/333 [01:22<02:26,  1.46it/s, loss=0.068, pair=21.000, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 120/333 [01:23<02:26,  1.46it/s, loss=0.060, pair=29.938, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 121/333 [01:23<02:29,  1.42it/s, loss=0.060, pair=29.938, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  36%|▎| 121/333 [01:24<02:29,  1.42it/s, loss=0.069, pair=22.078, adv=3.395, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 122/333 [01:24<02:18,  1.52it/s, loss=0.069, pair=22.078, adv=3.395, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 122/333 [01:25<02:18,  1.52it/s, loss=0.116, pair=19.016, adv=3.421, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:31,  1.38it/s, loss=0.116, pair=19.016, adv=3.421, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 123/333 [01:25<02:31,  1.38it/s, loss=0.049, pair=30.406, adv=3.354, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 124/333 [01:25<02:23,  1.45it/s, loss=0.049, pair=30.406, adv=3.354, sprd=0.0
Ep 010/60 [S1:deg_only]:  37%|▎| 124/333 [01:26<02:23,  1.45it/s, loss=0.056, pair=32.438, adv=3.426, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 125/333 [01:26<02:28,  1.40it/s, loss=0.056, pair=32.438, adv=3.426, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 125/333 [01:27<02:28,  1.40it/s, loss=0.052, pair=25.266, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.052, pair=25.266, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 126/333 [01:27<02:21,  1.46it/s, loss=0.240, pair=22.875, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 127/333 [01:27<02:31,  1.36it/s, loss=0.240, pair=22.875, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 127/333 [01:28<02:31,  1.36it/s, loss=0.065, pair=19.031, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 128/333 [01:28<02:23,  1.43it/s, loss=0.065, pair=19.031, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  38%|▍| 128/333 [01:29<02:23,  1.43it/s, loss=0.057, pair=23.609, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:27,  1.38it/s, loss=0.057, pair=23.609, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 129/333 [01:29<02:27,  1.38it/s, loss=0.060, pair=23.875, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 130/333 [01:29<02:20,  1.44it/s, loss=0.060, pair=23.875, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 130/333 [01:30<02:20,  1.44it/s, loss=0.073, pair=27.297, adv=3.427, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 131/333 [01:30<02:28,  1.36it/s, loss=0.073, pair=27.297, adv=3.427, sprd=0.0
Ep 010/60 [S1:deg_only]:  39%|▍| 131/333 [01:31<02:28,  1.36it/s, loss=0.422, pair=23.062, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 132/333 [01:31<02:19,  1.44it/s, loss=0.422, pair=23.062, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 132/333 [01:32<02:19,  1.44it/s, loss=0.070, pair=36.219, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:28,  1.34it/s, loss=0.070, pair=36.219, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 133/333 [01:32<02:28,  1.34it/s, loss=0.057, pair=27.438, adv=3.439, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 134/333 [01:32<02:19,  1.43it/s, loss=0.057, pair=27.438, adv=3.439, sprd=0.0
Ep 010/60 [S1:deg_only]:  40%|▍| 134/333 [01:33<02:19,  1.43it/s, loss=0.137, pair=21.641, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 135/333 [01:33<02:23,  1.38it/s, loss=0.137, pair=21.641, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 135/333 [01:34<02:23,  1.38it/s, loss=0.053, pair=25.453, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 136/333 [01:34<02:13,  1.48it/s, loss=0.053, pair=25.453, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 136/333 [01:35<02:13,  1.48it/s, loss=0.110, pair=22.484, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:20,  1.39it/s, loss=0.110, pair=22.484, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 137/333 [01:35<02:20,  1.39it/s, loss=0.071, pair=23.125, adv=3.342, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 138/333 [01:35<02:13,  1.46it/s, loss=0.071, pair=23.125, adv=3.342, sprd=0.0
Ep 010/60 [S1:deg_only]:  41%|▍| 138/333 [01:36<02:13,  1.46it/s, loss=0.067, pair=24.500, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:14,  1.44it/s, loss=0.067, pair=24.500, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 139/333 [01:36<02:14,  1.44it/s, loss=0.057, pair=27.531, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 140/333 [01:36<02:09,  1.49it/s, loss=0.057, pair=27.531, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 140/333 [01:37<02:09,  1.49it/s, loss=0.058, pair=25.469, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 141/333 [01:37<02:13,  1.43it/s, loss=0.058, pair=25.469, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  42%|▍| 141/333 [01:38<02:13,  1.43it/s, loss=0.053, pair=29.031, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.053, pair=29.031, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 142/333 [01:39<02:06,  1.51it/s, loss=0.060, pair=27.859, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.44it/s, loss=0.060, pair=27.859, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 143/333 [01:39<02:11,  1.44it/s, loss=0.134, pair=25.047, adv=3.395, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 144/333 [01:39<02:06,  1.50it/s, loss=0.134, pair=25.047, adv=3.395, sprd=0.0
Ep 010/60 [S1:deg_only]:  43%|▍| 144/333 [01:40<02:06,  1.50it/s, loss=0.081, pair=26.562, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 145/333 [01:40<02:11,  1.43it/s, loss=0.081, pair=26.562, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 145/333 [01:41<02:11,  1.43it/s, loss=0.049, pair=26.078, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:05,  1.49it/s, loss=0.049, pair=26.078, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 146/333 [01:41<02:05,  1.49it/s, loss=0.076, pair=26.141, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 147/333 [01:41<02:08,  1.45it/s, loss=0.076, pair=26.141, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 147/333 [01:42<02:08,  1.45it/s, loss=0.053, pair=23.672, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 148/333 [01:42<02:01,  1.52it/s, loss=0.053, pair=23.672, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  44%|▍| 148/333 [01:43<02:01,  1.52it/s, loss=0.717, pair=21.297, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:05,  1.46it/s, loss=0.717, pair=21.297, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 149/333 [01:43<02:05,  1.46it/s, loss=0.055, pair=25.203, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 150/333 [01:43<02:01,  1.51it/s, loss=0.055, pair=25.203, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 150/333 [01:44<02:01,  1.51it/s, loss=0.200, pair=24.641, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 151/333 [01:44<02:05,  1.45it/s, loss=0.200, pair=24.641, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  45%|▍| 151/333 [01:45<02:05,  1.45it/s, loss=0.063, pair=25.922, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:00,  1.51it/s, loss=0.063, pair=25.922, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 152/333 [01:45<02:00,  1.51it/s, loss=0.092, pair=24.109, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 153/333 [01:45<02:03,  1.45it/s, loss=0.092, pair=24.109, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 153/333 [01:46<02:03,  1.45it/s, loss=0.057, pair=23.531, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 154/333 [01:46<01:57,  1.52it/s, loss=0.057, pair=23.531, adv=3.388, sprd=0.0
Ep 010/60 [S1:deg_only]:  46%|▍| 154/333 [01:47<01:57,  1.52it/s, loss=0.089, pair=26.344, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.089, pair=26.344, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 155/333 [01:47<02:03,  1.44it/s, loss=0.065, pair=31.891, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 156/333 [01:47<01:58,  1.50it/s, loss=0.065, pair=31.891, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 156/333 [01:48<01:58,  1.50it/s, loss=0.087, pair=23.031, adv=3.366, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 157/333 [01:48<02:04,  1.42it/s, loss=0.087, pair=23.031, adv=3.366, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 157/333 [01:49<02:04,  1.42it/s, loss=0.069, pair=25.484, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:56,  1.50it/s, loss=0.069, pair=25.484, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  47%|▍| 158/333 [01:49<01:56,  1.50it/s, loss=0.076, pair=19.406, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 159/333 [01:49<02:00,  1.44it/s, loss=0.076, pair=19.406, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 159/333 [01:50<02:00,  1.44it/s, loss=0.059, pair=23.484, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 160/333 [01:50<01:54,  1.51it/s, loss=0.059, pair=23.484, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 160/333 [01:51<01:54,  1.51it/s, loss=0.061, pair=28.484, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:00,  1.43it/s, loss=0.061, pair=28.484, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  48%|▍| 161/333 [01:51<02:00,  1.43it/s, loss=0.053, pair=26.734, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 162/333 [01:51<01:55,  1.48it/s, loss=0.053, pair=26.734, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 162/333 [01:52<01:55,  1.48it/s, loss=0.192, pair=21.594, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 163/333 [01:52<02:00,  1.41it/s, loss=0.192, pair=21.594, adv=3.344, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 163/333 [01:53<02:00,  1.41it/s, loss=0.053, pair=22.969, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 164/333 [01:53<01:52,  1.50it/s, loss=0.053, pair=22.969, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  49%|▍| 164/333 [01:54<01:52,  1.50it/s, loss=0.066, pair=27.422, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:58,  1.42it/s, loss=0.066, pair=27.422, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 165/333 [01:54<01:58,  1.42it/s, loss=0.054, pair=27.734, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 166/333 [01:54<01:52,  1.49it/s, loss=0.054, pair=27.734, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▍| 166/333 [01:55<01:52,  1.49it/s, loss=0.093, pair=34.438, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 167/333 [01:55<02:00,  1.38it/s, loss=0.093, pair=34.438, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 167/333 [01:56<02:00,  1.38it/s, loss=0.050, pair=25.375, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:53,  1.46it/s, loss=0.050, pair=25.375, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  50%|▌| 168/333 [01:56<01:53,  1.46it/s, loss=0.068, pair=18.891, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 169/333 [01:56<01:56,  1.41it/s, loss=0.068, pair=18.891, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 169/333 [01:57<01:56,  1.41it/s, loss=0.054, pair=25.141, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 170/333 [01:57<01:50,  1.47it/s, loss=0.054, pair=25.141, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 170/333 [01:58<01:50,  1.47it/s, loss=0.068, pair=23.609, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:55,  1.40it/s, loss=0.068, pair=23.609, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  51%|▌| 171/333 [01:58<01:55,  1.40it/s, loss=0.053, pair=23.031, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 172/333 [01:58<01:49,  1.47it/s, loss=0.053, pair=23.031, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 172/333 [01:59<01:49,  1.47it/s, loss=0.066, pair=23.188, adv=3.367, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 173/333 [01:59<01:52,  1.42it/s, loss=0.066, pair=23.188, adv=3.367, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 173/333 [02:00<01:52,  1.42it/s, loss=0.069, pair=20.078, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 174/333 [02:00<01:47,  1.48it/s, loss=0.069, pair=20.078, adv=3.373, sprd=0.0
Ep 010/60 [S1:deg_only]:  52%|▌| 174/333 [02:01<01:47,  1.48it/s, loss=0.061, pair=28.031, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:54,  1.39it/s, loss=0.061, pair=28.031, adv=3.368, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 175/333 [02:01<01:54,  1.39it/s, loss=0.055, pair=20.594, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 176/333 [02:01<01:48,  1.44it/s, loss=0.055, pair=20.594, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 176/333 [02:02<01:48,  1.44it/s, loss=0.057, pair=24.625, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 177/333 [02:02<01:50,  1.41it/s, loss=0.057, pair=24.625, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 177/333 [02:03<01:50,  1.41it/s, loss=0.049, pair=23.234, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:44,  1.49it/s, loss=0.049, pair=23.234, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  53%|▌| 178/333 [02:03<01:44,  1.49it/s, loss=0.084, pair=27.406, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 179/333 [02:03<01:51,  1.38it/s, loss=0.084, pair=27.406, adv=3.358, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 179/333 [02:04<01:51,  1.38it/s, loss=0.106, pair=26.969, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 180/333 [02:04<01:43,  1.48it/s, loss=0.106, pair=26.969, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 180/333 [02:05<01:43,  1.48it/s, loss=0.072, pair=23.422, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.072, pair=23.422, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  54%|▌| 181/333 [02:05<01:47,  1.41it/s, loss=0.058, pair=25.641, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 182/333 [02:05<01:42,  1.47it/s, loss=0.058, pair=25.641, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 182/333 [02:06<01:42,  1.47it/s, loss=0.061, pair=23.453, adv=3.354, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 183/333 [02:06<01:46,  1.41it/s, loss=0.061, pair=23.453, adv=3.354, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 183/333 [02:07<01:46,  1.41it/s, loss=0.058, pair=26.219, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.058, pair=26.219, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  55%|▌| 184/333 [02:07<01:40,  1.48it/s, loss=0.069, pair=23.750, adv=3.339, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 185/333 [02:07<01:43,  1.42it/s, loss=0.069, pair=23.750, adv=3.339, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 185/333 [02:08<01:43,  1.42it/s, loss=0.061, pair=23.703, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 186/333 [02:08<01:38,  1.49it/s, loss=0.061, pair=23.703, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 186/333 [02:09<01:38,  1.49it/s, loss=0.121, pair=28.516, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.121, pair=28.516, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 187/333 [02:09<01:44,  1.40it/s, loss=0.052, pair=18.594, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 188/333 [02:09<01:36,  1.51it/s, loss=0.052, pair=18.594, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  56%|▌| 188/333 [02:10<01:36,  1.51it/s, loss=0.089, pair=15.859, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 189/333 [02:10<01:40,  1.43it/s, loss=0.089, pair=15.859, adv=3.380, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 189/333 [02:11<01:40,  1.43it/s, loss=0.056, pair=31.844, adv=3.352, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 190/333 [02:11<01:35,  1.50it/s, loss=0.056, pair=31.844, adv=3.352, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 190/333 [02:12<01:35,  1.50it/s, loss=0.096, pair=28.375, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:37,  1.45it/s, loss=0.096, pair=28.375, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  57%|▌| 191/333 [02:12<01:37,  1.45it/s, loss=0.078, pair=26.125, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 192/333 [02:12<01:32,  1.53it/s, loss=0.078, pair=26.125, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 192/333 [02:13<01:32,  1.53it/s, loss=0.091, pair=23.422, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:35,  1.47it/s, loss=0.091, pair=23.422, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 193/333 [02:13<01:35,  1.47it/s, loss=0.202, pair=28.109, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 194/333 [02:13<01:31,  1.52it/s, loss=0.202, pair=28.109, adv=3.382, sprd=0.0
Ep 010/60 [S1:deg_only]:  58%|▌| 194/333 [02:14<01:31,  1.52it/s, loss=0.079, pair=22.578, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 195/333 [02:14<01:38,  1.40it/s, loss=0.079, pair=22.578, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 195/333 [02:15<01:38,  1.40it/s, loss=0.053, pair=24.828, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 196/333 [02:15<01:32,  1.47it/s, loss=0.053, pair=24.828, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 196/333 [02:16<01:32,  1.47it/s, loss=0.072, pair=21.938, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:34,  1.44it/s, loss=0.072, pair=21.938, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 197/333 [02:16<01:34,  1.44it/s, loss=0.054, pair=22.531, adv=3.376, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 198/333 [02:16<01:29,  1.50it/s, loss=0.054, pair=22.531, adv=3.376, sprd=0.0
Ep 010/60 [S1:deg_only]:  59%|▌| 198/333 [02:17<01:29,  1.50it/s, loss=0.068, pair=28.766, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 199/333 [02:17<01:32,  1.45it/s, loss=0.068, pair=28.766, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 199/333 [02:18<01:32,  1.45it/s, loss=0.056, pair=26.625, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:28,  1.51it/s, loss=0.056, pair=26.625, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 200/333 [02:18<01:28,  1.51it/s, loss=0.086, pair=23.344, adv=3.351, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 201/333 [02:18<01:36,  1.37it/s, loss=0.086, pair=23.344, adv=3.351, sprd=0.0
Ep 010/60 [S1:deg_only]:  60%|▌| 201/333 [02:19<01:36,  1.37it/s, loss=0.059, pair=29.656, adv=3.413, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 202/333 [02:19<01:29,  1.46it/s, loss=0.059, pair=29.656, adv=3.413, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 202/333 [02:20<01:29,  1.46it/s, loss=0.060, pair=28.375, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:31,  1.42it/s, loss=0.060, pair=28.375, adv=3.363, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 203/333 [02:20<01:31,  1.42it/s, loss=0.048, pair=25.172, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 204/333 [02:20<01:27,  1.48it/s, loss=0.048, pair=25.172, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  61%|▌| 204/333 [02:21<01:27,  1.48it/s, loss=0.057, pair=22.594, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 205/333 [02:21<01:30,  1.42it/s, loss=0.057, pair=22.594, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 205/333 [02:22<01:30,  1.42it/s, loss=0.055, pair=19.891, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 206/333 [02:22<01:25,  1.49it/s, loss=0.055, pair=19.891, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 206/333 [02:23<01:25,  1.49it/s, loss=0.060, pair=24.938, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:26,  1.46it/s, loss=0.060, pair=24.938, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 207/333 [02:23<01:26,  1.46it/s, loss=0.054, pair=26.578, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 208/333 [02:23<01:22,  1.51it/s, loss=0.054, pair=26.578, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  62%|▌| 208/333 [02:24<01:22,  1.51it/s, loss=0.073, pair=25.641, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 209/333 [02:24<01:30,  1.37it/s, loss=0.073, pair=25.641, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 209/333 [02:25<01:30,  1.37it/s, loss=0.112, pair=30.016, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:23,  1.47it/s, loss=0.112, pair=30.016, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 210/333 [02:25<01:23,  1.47it/s, loss=0.061, pair=32.875, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 211/333 [02:25<01:27,  1.40it/s, loss=0.061, pair=32.875, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  63%|▋| 211/333 [02:26<01:27,  1.40it/s, loss=0.051, pair=22.625, adv=3.352, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 212/333 [02:26<01:22,  1.48it/s, loss=0.051, pair=22.625, adv=3.352, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 212/333 [02:27<01:22,  1.48it/s, loss=0.240, pair=25.453, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:24,  1.41it/s, loss=0.240, pair=25.453, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 213/333 [02:27<01:24,  1.41it/s, loss=0.048, pair=23.094, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 214/333 [02:27<01:20,  1.48it/s, loss=0.048, pair=23.094, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.065, pair=27.109, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 215/333 [02:28<01:23,  1.41it/s, loss=0.065, pair=27.109, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 215/333 [02:29<01:23,  1.41it/s, loss=0.052, pair=23.109, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.46it/s, loss=0.052, pair=23.109, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 216/333 [02:29<01:19,  1.46it/s, loss=0.083, pair=23.922, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 217/333 [02:29<01:20,  1.44it/s, loss=0.083, pair=23.922, adv=3.391, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 217/333 [02:30<01:20,  1.44it/s, loss=0.047, pair=23.047, adv=3.440, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 218/333 [02:30<01:16,  1.51it/s, loss=0.047, pair=23.047, adv=3.440, sprd=0.0
Ep 010/60 [S1:deg_only]:  65%|▋| 218/333 [02:31<01:16,  1.51it/s, loss=0.074, pair=24.719, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.074, pair=24.719, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 219/333 [02:31<01:18,  1.45it/s, loss=0.057, pair=30.984, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 220/333 [02:31<01:15,  1.50it/s, loss=0.057, pair=30.984, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 220/333 [02:32<01:15,  1.50it/s, loss=0.081, pair=21.828, adv=3.415, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 221/333 [02:32<01:18,  1.43it/s, loss=0.081, pair=21.828, adv=3.415, sprd=0.0
Ep 010/60 [S1:deg_only]:  66%|▋| 221/333 [02:33<01:18,  1.43it/s, loss=0.052, pair=25.031, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 222/333 [02:33<01:14,  1.49it/s, loss=0.052, pair=25.031, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 222/333 [02:34<01:14,  1.49it/s, loss=0.059, pair=24.172, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.45it/s, loss=0.059, pair=24.172, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 223/333 [02:34<01:16,  1.45it/s, loss=0.054, pair=22.359, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 224/333 [02:34<01:12,  1.50it/s, loss=0.054, pair=22.359, adv=3.389, sprd=0.0
Ep 010/60 [S1:deg_only]:  67%|▋| 224/333 [02:35<01:12,  1.50it/s, loss=0.063, pair=29.594, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:14,  1.46it/s, loss=0.063, pair=29.594, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 225/333 [02:35<01:14,  1.46it/s, loss=0.050, pair=22.781, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 226/333 [02:35<01:10,  1.51it/s, loss=0.050, pair=22.781, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 226/333 [02:36<01:10,  1.51it/s, loss=0.113, pair=23.672, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 227/333 [02:36<01:15,  1.41it/s, loss=0.113, pair=23.672, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 227/333 [02:37<01:15,  1.41it/s, loss=0.059, pair=30.719, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 228/333 [02:37<01:10,  1.49it/s, loss=0.059, pair=30.719, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  68%|▋| 228/333 [02:38<01:10,  1.49it/s, loss=0.098, pair=27.109, adv=3.346, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:13,  1.41it/s, loss=0.098, pair=27.109, adv=3.346, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 229/333 [02:38<01:13,  1.41it/s, loss=0.062, pair=29.047, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 230/333 [02:38<01:09,  1.47it/s, loss=0.062, pair=29.047, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 230/333 [02:39<01:09,  1.47it/s, loss=0.077, pair=27.547, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 231/333 [02:39<01:12,  1.40it/s, loss=0.077, pair=27.547, adv=3.359, sprd=0.0
Ep 010/60 [S1:deg_only]:  69%|▋| 231/333 [02:40<01:12,  1.40it/s, loss=0.051, pair=20.656, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.051, pair=20.656, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 232/333 [02:40<01:07,  1.49it/s, loss=0.069, pair=26.469, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 233/333 [02:40<01:10,  1.42it/s, loss=0.069, pair=26.469, adv=3.378, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 233/333 [02:41<01:10,  1.42it/s, loss=0.051, pair=27.562, adv=3.345, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 234/333 [02:41<01:06,  1.49it/s, loss=0.051, pair=27.562, adv=3.345, sprd=0.0
Ep 010/60 [S1:deg_only]:  70%|▋| 234/333 [02:42<01:06,  1.49it/s, loss=0.079, pair=29.359, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.42it/s, loss=0.079, pair=29.359, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 235/333 [02:42<01:09,  1.42it/s, loss=0.053, pair=25.875, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 236/333 [02:42<01:06,  1.47it/s, loss=0.053, pair=25.875, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 236/333 [02:43<01:06,  1.47it/s, loss=0.060, pair=18.750, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 237/333 [02:43<01:08,  1.40it/s, loss=0.060, pair=18.750, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 237/333 [02:44<01:08,  1.40it/s, loss=0.064, pair=22.047, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 238/333 [02:44<01:04,  1.48it/s, loss=0.064, pair=22.047, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  71%|▋| 238/333 [02:45<01:04,  1.48it/s, loss=0.059, pair=25.594, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.40it/s, loss=0.059, pair=25.594, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 239/333 [02:45<01:06,  1.40it/s, loss=0.053, pair=27.828, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 240/333 [02:45<01:02,  1.48it/s, loss=0.053, pair=27.828, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 240/333 [02:46<01:02,  1.48it/s, loss=0.440, pair=19.594, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 241/333 [02:46<01:05,  1.40it/s, loss=0.440, pair=19.594, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  72%|▋| 241/333 [02:47<01:05,  1.40it/s, loss=0.053, pair=27.562, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.053, pair=27.562, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 242/333 [02:47<01:01,  1.49it/s, loss=0.070, pair=25.344, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 243/333 [02:47<01:03,  1.42it/s, loss=0.070, pair=25.344, adv=3.397, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 243/333 [02:48<01:03,  1.42it/s, loss=0.048, pair=26.656, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 244/333 [02:48<01:00,  1.48it/s, loss=0.048, pair=26.656, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  73%|▋| 244/333 [02:49<01:00,  1.48it/s, loss=0.072, pair=29.906, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:01,  1.42it/s, loss=0.072, pair=29.906, adv=3.386, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 245/333 [02:49<01:01,  1.42it/s, loss=0.092, pair=22.500, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 246/333 [02:49<00:57,  1.50it/s, loss=0.092, pair=22.500, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 246/333 [02:50<00:57,  1.50it/s, loss=0.065, pair=25.688, adv=3.428, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 247/333 [02:50<00:59,  1.44it/s, loss=0.065, pair=25.688, adv=3.428, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 247/333 [02:51<00:59,  1.44it/s, loss=0.064, pair=25.750, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 248/333 [02:51<00:56,  1.50it/s, loss=0.064, pair=25.750, adv=3.399, sprd=0.0
Ep 010/60 [S1:deg_only]:  74%|▋| 248/333 [02:52<00:56,  1.50it/s, loss=0.372, pair=19.125, adv=3.435, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:01,  1.37it/s, loss=0.372, pair=19.125, adv=3.435, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▋| 249/333 [02:52<01:01,  1.37it/s, loss=0.054, pair=20.047, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 250/333 [02:52<00:56,  1.46it/s, loss=0.054, pair=20.047, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 250/333 [02:53<00:56,  1.46it/s, loss=0.067, pair=34.656, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 251/333 [02:53<00:58,  1.40it/s, loss=0.067, pair=34.656, adv=3.383, sprd=0.0
Ep 010/60 [S1:deg_only]:  75%|▊| 251/333 [02:54<00:58,  1.40it/s, loss=0.069, pair=29.328, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.47it/s, loss=0.069, pair=29.328, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 252/333 [02:54<00:55,  1.47it/s, loss=0.082, pair=31.516, adv=3.415, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 253/333 [02:54<00:55,  1.43it/s, loss=0.082, pair=31.516, adv=3.415, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 253/333 [02:55<00:55,  1.43it/s, loss=0.054, pair=31.719, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 254/333 [02:55<00:53,  1.48it/s, loss=0.054, pair=31.719, adv=3.374, sprd=0.0
Ep 010/60 [S1:deg_only]:  76%|▊| 254/333 [02:56<00:53,  1.48it/s, loss=0.064, pair=26.875, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.44it/s, loss=0.064, pair=26.875, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 255/333 [02:56<00:54,  1.44it/s, loss=0.052, pair=33.688, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 256/333 [02:56<00:51,  1.51it/s, loss=0.052, pair=33.688, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 256/333 [02:57<00:51,  1.51it/s, loss=0.188, pair=17.594, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 257/333 [02:57<00:52,  1.44it/s, loss=0.188, pair=17.594, adv=3.377, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 257/333 [02:58<00:52,  1.44it/s, loss=0.053, pair=26.953, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 258/333 [02:58<00:50,  1.48it/s, loss=0.053, pair=26.953, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  77%|▊| 258/333 [02:59<00:50,  1.48it/s, loss=0.539, pair=29.312, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:54,  1.37it/s, loss=0.539, pair=29.312, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 259/333 [02:59<00:54,  1.37it/s, loss=0.105, pair=29.766, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 260/333 [02:59<00:49,  1.46it/s, loss=0.105, pair=29.766, adv=3.425, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 260/333 [03:00<00:49,  1.46it/s, loss=0.153, pair=24.516, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.42it/s, loss=0.153, pair=24.516, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  78%|▊| 261/333 [03:00<00:50,  1.42it/s, loss=0.070, pair=33.094, adv=3.434, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 262/333 [03:00<00:47,  1.50it/s, loss=0.070, pair=33.094, adv=3.434, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 262/333 [03:01<00:47,  1.50it/s, loss=0.080, pair=23.109, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 263/333 [03:01<00:48,  1.44it/s, loss=0.080, pair=23.109, adv=3.398, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 263/333 [03:02<00:48,  1.44it/s, loss=0.054, pair=24.203, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 264/333 [03:02<00:45,  1.51it/s, loss=0.054, pair=24.203, adv=3.407, sprd=0.0
Ep 010/60 [S1:deg_only]:  79%|▊| 264/333 [03:03<00:45,  1.51it/s, loss=0.061, pair=19.375, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.061, pair=19.375, adv=3.372, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 265/333 [03:03<00:47,  1.43it/s, loss=0.047, pair=22.703, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 266/333 [03:03<00:44,  1.50it/s, loss=0.047, pair=22.703, adv=3.420, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 266/333 [03:04<00:44,  1.50it/s, loss=0.085, pair=20.234, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 267/333 [03:04<00:46,  1.43it/s, loss=0.085, pair=20.234, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 267/333 [03:05<00:46,  1.43it/s, loss=0.058, pair=26.922, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.48it/s, loss=0.058, pair=26.922, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  80%|▊| 268/333 [03:05<00:43,  1.48it/s, loss=0.080, pair=23.766, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 269/333 [03:05<00:44,  1.44it/s, loss=0.080, pair=23.766, adv=3.381, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 269/333 [03:06<00:44,  1.44it/s, loss=0.046, pair=28.438, adv=3.421, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 270/333 [03:06<00:41,  1.51it/s, loss=0.046, pair=28.438, adv=3.421, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 270/333 [03:07<00:41,  1.51it/s, loss=0.081, pair=29.062, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:42,  1.45it/s, loss=0.081, pair=29.062, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  81%|▊| 271/333 [03:07<00:42,  1.45it/s, loss=0.054, pair=29.391, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 272/333 [03:07<00:40,  1.52it/s, loss=0.054, pair=29.391, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 272/333 [03:08<00:40,  1.52it/s, loss=0.093, pair=22.500, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 273/333 [03:08<00:43,  1.39it/s, loss=0.093, pair=22.500, adv=3.394, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 273/333 [03:09<00:43,  1.39it/s, loss=0.048, pair=29.562, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.048, pair=29.562, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  82%|▊| 274/333 [03:09<00:40,  1.47it/s, loss=0.069, pair=22.234, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 275/333 [03:09<00:40,  1.44it/s, loss=0.069, pair=22.234, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 275/333 [03:10<00:40,  1.44it/s, loss=0.051, pair=20.625, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 276/333 [03:10<00:37,  1.51it/s, loss=0.051, pair=20.625, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 276/333 [03:11<00:37,  1.51it/s, loss=0.057, pair=23.422, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.42it/s, loss=0.057, pair=23.422, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 277/333 [03:11<00:39,  1.42it/s, loss=0.053, pair=21.234, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 278/333 [03:11<00:37,  1.48it/s, loss=0.053, pair=21.234, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  83%|▊| 278/333 [03:12<00:37,  1.48it/s, loss=0.082, pair=26.469, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 279/333 [03:12<00:40,  1.35it/s, loss=0.082, pair=26.469, adv=3.424, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 279/333 [03:13<00:40,  1.35it/s, loss=0.049, pair=20.391, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 280/333 [03:13<00:36,  1.43it/s, loss=0.049, pair=20.391, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 280/333 [03:14<00:36,  1.43it/s, loss=0.148, pair=25.891, adv=3.421, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:38,  1.35it/s, loss=0.148, pair=25.891, adv=3.421, sprd=0.0
Ep 010/60 [S1:deg_only]:  84%|▊| 281/333 [03:14<00:38,  1.35it/s, loss=0.054, pair=20.500, adv=3.413, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 282/333 [03:14<00:35,  1.45it/s, loss=0.054, pair=20.500, adv=3.413, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 282/333 [03:15<00:35,  1.45it/s, loss=0.083, pair=30.578, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 283/333 [03:15<00:35,  1.40it/s, loss=0.083, pair=30.578, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 283/333 [03:16<00:35,  1.40it/s, loss=0.050, pair=22.484, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:33,  1.46it/s, loss=0.050, pair=22.484, adv=3.431, sprd=0.0
Ep 010/60 [S1:deg_only]:  85%|▊| 284/333 [03:16<00:33,  1.46it/s, loss=0.080, pair=26.984, adv=3.430, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 285/333 [03:16<00:34,  1.41it/s, loss=0.080, pair=26.984, adv=3.430, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 285/333 [03:17<00:34,  1.41it/s, loss=0.046, pair=23.391, adv=3.432, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 286/333 [03:17<00:31,  1.48it/s, loss=0.046, pair=23.391, adv=3.432, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 286/333 [03:18<00:31,  1.48it/s, loss=0.073, pair=26.031, adv=3.414, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.41it/s, loss=0.073, pair=26.031, adv=3.414, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 287/333 [03:18<00:32,  1.41it/s, loss=0.061, pair=23.438, adv=3.458, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 288/333 [03:18<00:29,  1.51it/s, loss=0.061, pair=23.438, adv=3.458, sprd=0.0
Ep 010/60 [S1:deg_only]:  86%|▊| 288/333 [03:19<00:29,  1.51it/s, loss=0.063, pair=19.453, adv=3.440, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 289/333 [03:19<00:30,  1.46it/s, loss=0.063, pair=19.453, adv=3.440, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 289/333 [03:20<00:30,  1.46it/s, loss=0.063, pair=26.766, adv=3.417, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:28,  1.52it/s, loss=0.063, pair=26.766, adv=3.417, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 290/333 [03:20<00:28,  1.52it/s, loss=0.071, pair=32.031, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 291/333 [03:20<00:28,  1.46it/s, loss=0.071, pair=32.031, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  87%|▊| 291/333 [03:21<00:28,  1.46it/s, loss=0.077, pair=23.453, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 292/333 [03:21<00:27,  1.52it/s, loss=0.077, pair=23.453, adv=3.393, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 292/333 [03:22<00:27,  1.52it/s, loss=0.072, pair=28.859, adv=3.432, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:27,  1.46it/s, loss=0.072, pair=28.859, adv=3.432, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 293/333 [03:22<00:27,  1.46it/s, loss=0.072, pair=28.609, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 294/333 [03:22<00:25,  1.50it/s, loss=0.072, pair=28.609, adv=3.403, sprd=0.0
Ep 010/60 [S1:deg_only]:  88%|▉| 294/333 [03:23<00:25,  1.50it/s, loss=0.078, pair=26.156, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 295/333 [03:23<00:26,  1.42it/s, loss=0.078, pair=26.156, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 295/333 [03:24<00:26,  1.42it/s, loss=0.051, pair=37.562, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 296/333 [03:24<00:24,  1.50it/s, loss=0.051, pair=37.562, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 296/333 [03:25<00:24,  1.50it/s, loss=0.067, pair=33.969, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.43it/s, loss=0.067, pair=33.969, adv=3.411, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 297/333 [03:25<00:25,  1.43it/s, loss=0.053, pair=29.375, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 298/333 [03:25<00:23,  1.51it/s, loss=0.053, pair=29.375, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  89%|▉| 298/333 [03:26<00:23,  1.51it/s, loss=0.061, pair=19.906, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 299/333 [03:26<00:23,  1.44it/s, loss=0.061, pair=19.906, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 299/333 [03:27<00:23,  1.44it/s, loss=0.063, pair=36.500, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.063, pair=36.500, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 300/333 [03:27<00:22,  1.49it/s, loss=0.193, pair=25.516, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 301/333 [03:27<00:22,  1.45it/s, loss=0.193, pair=25.516, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  90%|▉| 301/333 [03:28<00:22,  1.45it/s, loss=0.057, pair=28.781, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 302/333 [03:28<00:20,  1.51it/s, loss=0.057, pair=28.781, adv=3.405, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 302/333 [03:29<00:20,  1.51it/s, loss=0.077, pair=35.906, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.45it/s, loss=0.077, pair=35.906, adv=3.402, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 303/333 [03:29<00:20,  1.45it/s, loss=0.059, pair=27.641, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 304/333 [03:29<00:19,  1.51it/s, loss=0.059, pair=27.641, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  91%|▉| 304/333 [03:30<00:19,  1.51it/s, loss=0.224, pair=24.859, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 305/333 [03:30<00:19,  1.46it/s, loss=0.224, pair=24.859, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 305/333 [03:31<00:19,  1.46it/s, loss=0.058, pair=26.766, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:17,  1.52it/s, loss=0.058, pair=26.766, adv=3.371, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 306/333 [03:31<00:17,  1.52it/s, loss=0.061, pair=36.188, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 307/333 [03:31<00:17,  1.45it/s, loss=0.061, pair=36.188, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 307/333 [03:32<00:17,  1.45it/s, loss=0.057, pair=30.562, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 308/333 [03:32<00:16,  1.52it/s, loss=0.057, pair=30.562, adv=3.387, sprd=0.0
Ep 010/60 [S1:deg_only]:  92%|▉| 308/333 [03:33<00:16,  1.52it/s, loss=0.101, pair=27.016, adv=3.440, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.41it/s, loss=0.101, pair=27.016, adv=3.440, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 309/333 [03:33<00:16,  1.41it/s, loss=0.046, pair=27.328, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 310/333 [03:33<00:15,  1.48it/s, loss=0.046, pair=27.328, adv=3.400, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 310/333 [03:34<00:15,  1.48it/s, loss=0.064, pair=33.812, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 311/333 [03:34<00:15,  1.41it/s, loss=0.064, pair=33.812, adv=3.406, sprd=0.0
Ep 010/60 [S1:deg_only]:  93%|▉| 311/333 [03:35<00:15,  1.41it/s, loss=0.048, pair=26.109, adv=3.392, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.47it/s, loss=0.048, pair=26.109, adv=3.392, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 312/333 [03:35<00:14,  1.47it/s, loss=0.067, pair=30.062, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 313/333 [03:35<00:14,  1.41it/s, loss=0.067, pair=30.062, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.067, pair=26.297, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 314/333 [03:36<00:13,  1.46it/s, loss=0.067, pair=26.297, adv=3.379, sprd=0.0
Ep 010/60 [S1:deg_only]:  94%|▉| 314/333 [03:37<00:13,  1.46it/s, loss=0.075, pair=26.031, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.075, pair=26.031, adv=3.375, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 315/333 [03:37<00:12,  1.40it/s, loss=0.061, pair=23.297, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 316/333 [03:37<00:11,  1.47it/s, loss=0.061, pair=23.297, adv=3.390, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 316/333 [03:38<00:11,  1.47it/s, loss=0.062, pair=28.047, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 317/333 [03:38<00:11,  1.40it/s, loss=0.062, pair=28.047, adv=3.404, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 317/333 [03:39<00:11,  1.40it/s, loss=0.059, pair=24.203, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 318/333 [03:39<00:10,  1.48it/s, loss=0.059, pair=24.203, adv=3.418, sprd=0.0
Ep 010/60 [S1:deg_only]:  95%|▉| 318/333 [03:40<00:10,  1.48it/s, loss=0.065, pair=33.125, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.065, pair=33.125, adv=3.409, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.043, pair=24.625, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.043, pair=24.625, adv=3.385, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.058, pair=31.641, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 321/333 [03:41<00:08,  1.42it/s, loss=0.058, pair=31.641, adv=3.369, sprd=0.0
Ep 010/60 [S1:deg_only]:  96%|▉| 321/333 [03:42<00:08,  1.42it/s, loss=0.059, pair=24.172, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.059, pair=24.172, adv=3.408, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 322/333 [03:42<00:07,  1.49it/s, loss=0.068, pair=28.438, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 323/333 [03:42<00:06,  1.45it/s, loss=0.068, pair=28.438, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 323/333 [03:43<00:06,  1.45it/s, loss=0.057, pair=17.609, adv=3.434, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.057, pair=17.609, adv=3.434, sprd=0.0
Ep 010/60 [S1:deg_only]:  97%|▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.059, pair=22.234, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.46it/s, loss=0.059, pair=22.234, adv=3.419, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 325/333 [03:44<00:05,  1.46it/s, loss=0.050, pair=21.672, adv=3.438, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.050, pair=21.672, adv=3.438, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.073, pair=27.016, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 327/333 [03:45<00:04,  1.38it/s, loss=0.073, pair=27.016, adv=3.384, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 327/333 [03:46<00:04,  1.38it/s, loss=0.052, pair=28.859, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.45it/s, loss=0.052, pair=28.859, adv=3.401, sprd=0.0
Ep 010/60 [S1:deg_only]:  98%|▉| 328/333 [03:46<00:03,  1.45it/s, loss=0.075, pair=24.828, adv=3.376, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 329/333 [03:46<00:02,  1.43it/s, loss=0.075, pair=24.828, adv=3.376, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.061, pair=23.531, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 330/333 [03:47<00:01,  1.50it/s, loss=0.061, pair=23.531, adv=3.422, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 330/333 [03:48<00:01,  1.50it/s, loss=0.071, pair=30.844, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.071, pair=30.844, adv=3.416, sprd=0.0
Ep 010/60 [S1:deg_only]:  99%|▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.051, pair=23.828, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 332/333 [03:48<00:00,  1.51it/s, loss=0.051, pair=23.828, adv=3.410, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.066, pair=24.188, adv=3.396, sprd=0.0
Ep 010/60 [S1:deg_only]: 100%|█| 333/333 [03:49<00:00,  1.45it/s, loss=0.066, pair=24.188, adv=3.396, sprd=0.0
                                                                                                              
Epoch 010/60 [S1:deg_only]  loss=0.0832  mat=0.3857  sens=26.7846  pair=25.7747  adv=3.3975(rand=3.37)  deg=0.0203  orth=0.0174  spread=0.0007  q_mean=49.9  q_std=21.5  α=0.10 β=0.00 γ=1.00 λ_grl=0.600  lr=9.48e-05  230s

Ep 011/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 011/60 [S1→S2:ramp]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.090, pair=26.188, adv=3.417, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<06:57,  1.26s/it, loss=0.090, pair=26.188, adv=3.417, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<06:57,  1.26s/it, loss=0.058, pair=22.203, adv=3.387, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%| | 2/333 [00:01<04:41,  1.18it/s, loss=0.058, pair=22.203, adv=3.387, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   1%| | 2/333 [00:02<04:41,  1.18it/s, loss=0.078, pair=33.125, adv=3.378, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%| | 3/333 [00:02<04:41,  1.17it/s, loss=0.078, pair=33.125, adv=3.378, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%| | 3/333 [00:03<04:41,  1.17it/s, loss=0.053, pair=24.484, adv=3.426, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%| | 4/333 [00:03<04:06,  1.33it/s, loss=0.053, pair=24.484, adv=3.426, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   1%| | 4/333 [00:04<04:06,  1.33it/s, loss=0.067, pair=27.484, adv=3.412, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 5/333 [00:04<04:10,  1.31it/s, loss=0.067, pair=27.484, adv=3.412, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 5/333 [00:04<04:10,  1.31it/s, loss=0.047, pair=22.281, adv=3.415, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 6/333 [00:04<03:47,  1.44it/s, loss=0.047, pair=22.281, adv=3.415, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 6/333 [00:05<03:47,  1.44it/s, loss=0.197, pair=21.625, adv=3.439, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 7/333 [00:05<03:53,  1.39it/s, loss=0.197, pair=21.625, adv=3.439, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 7/333 [00:05<03:53,  1.39it/s, loss=0.093, pair=33.344, adv=3.335, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 8/333 [00:05<03:40,  1.47it/s, loss=0.093, pair=33.344, adv=3.335, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   2%| | 8/333 [00:06<03:40,  1.47it/s, loss=0.068, pair=18.812, adv=3.387, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   3%| | 9/333 [00:06<03:52,  1.39it/s, loss=0.068, pair=18.812, adv=3.387, sprd=0.000]
Ep 011/60 [S1→S2:ramp]:   3%| | 9/333 [00:07<03:52,  1.39it/s, loss=0.051, pair=26.766, adv=3.378, sprd=0.001]
Ep 011/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:38,  1.48it/s, loss=0.051, pair=26.766, adv=3.378, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:38,  1.48it/s, loss=0.117, pair=22.984, adv=3.415, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:46,  1.42it/s, loss=0.117, pair=22.984, adv=3.415, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:46,  1.42it/s, loss=0.053, pair=22.391, adv=3.413, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:35,  1.49it/s, loss=0.053, pair=22.391, adv=3.413, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:35,  1.49it/s, loss=0.064, pair=20.438, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:44,  1.43it/s, loss=0.064, pair=20.438, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:44,  1.43it/s, loss=0.109, pair=21.344, adv=3.393, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.109, pair=21.344, adv=3.393, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:34,  1.49it/s, loss=0.199, pair=20.422, adv=3.392, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:44,  1.42it/s, loss=0.199, pair=20.422, adv=3.392, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:44,  1.42it/s, loss=0.072, pair=26.281, adv=3.397, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:36,  1.47it/s, loss=0.072, pair=26.281, adv=3.397, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:36,  1.47it/s, loss=0.074, pair=34.344, adv=3.365, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:43,  1.42it/s, loss=0.074, pair=34.344, adv=3.365, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:43,  1.42it/s, loss=0.062, pair=20.734, adv=3.406, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:29,  1.51it/s, loss=0.062, pair=20.734, adv=3.406, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:29,  1.51it/s, loss=0.065, pair=25.188, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:38,  1.44it/s, loss=0.065, pair=25.188, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:38,  1.44it/s, loss=0.046, pair=33.094, adv=3.393, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.046, pair=33.094, adv=3.393, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:29,  1.50it/s, loss=0.068, pair=34.844, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:34,  1.45it/s, loss=0.068, pair=34.844, adv=3.411, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:34,  1.45it/s, loss=0.048, pair=23.875, adv=3.392, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:27,  1.50it/s, loss=0.048, pair=23.875, adv=3.392, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:27,  1.50it/s, loss=0.094, pair=19.703, adv=3.372, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:40,  1.40it/s, loss=0.094, pair=19.703, adv=3.372, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 23/333 [00:17<03:40,  1.40it/s, loss=0.063, pair=26.844, adv=3.350, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.063, pair=26.844, adv=3.350, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.366, pair=29.453, adv=3.371, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:34,  1.44it/s, loss=0.366, pair=29.453, adv=3.371, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:34,  1.44it/s, loss=0.052, pair=29.625, adv=3.451, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:28,  1.48it/s, loss=0.052, pair=29.625, adv=3.451, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 26/333 [00:19<03:28,  1.48it/s, loss=0.079, pair=15.094, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:40,  1.39it/s, loss=0.079, pair=15.094, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:40,  1.39it/s, loss=0.048, pair=19.484, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:28,  1.46it/s, loss=0.048, pair=19.484, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:28,  1.46it/s, loss=0.104, pair=28.469, adv=3.405, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:40,  1.38it/s, loss=0.104, pair=28.469, adv=3.405, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:40,  1.38it/s, loss=0.056, pair=25.359, adv=3.389, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.056, pair=25.359, adv=3.389, sprd=0.000
Ep 011/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:24,  1.48it/s, loss=0.065, pair=21.781, adv=3.420, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:31,  1.43it/s, loss=0.065, pair=21.781, adv=3.420, sprd=0.001
Ep 011/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:31,  1.43it/s, loss=0.050, pair=21.250, adv=3.385, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:22,  1.48it/s, loss=0.050, pair=21.250, adv=3.385, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:22,  1.48it/s, loss=0.069, pair=20.469, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:27,  1.45it/s, loss=0.069, pair=20.469, adv=3.417, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:27,  1.45it/s, loss=0.056, pair=28.406, adv=3.444, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:20,  1.49it/s, loss=0.056, pair=28.406, adv=3.444, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:20,  1.49it/s, loss=0.069, pair=18.719, adv=3.399, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:29,  1.42it/s, loss=0.069, pair=18.719, adv=3.399, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:29,  1.42it/s, loss=0.070, pair=20.984, adv=3.418, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:16,  1.51it/s, loss=0.070, pair=20.984, adv=3.418, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:16,  1.51it/s, loss=0.325, pair=25.047, adv=3.410, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:22,  1.46it/s, loss=0.325, pair=25.047, adv=3.410, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:22,  1.46it/s, loss=0.053, pair=23.375, adv=3.420, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:15,  1.51it/s, loss=0.053, pair=23.375, adv=3.420, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:15,  1.51it/s, loss=0.065, pair=21.109, adv=3.427, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.45it/s, loss=0.065, pair=21.109, adv=3.427, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:23,  1.45it/s, loss=0.048, pair=27.938, adv=3.415, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:14,  1.51it/s, loss=0.048, pair=27.938, adv=3.415, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:14,  1.51it/s, loss=0.076, pair=26.672, adv=3.439, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:18,  1.47it/s, loss=0.076, pair=26.672, adv=3.439, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:18,  1.47it/s, loss=0.059, pair=22.172, adv=3.454, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:11,  1.52it/s, loss=0.059, pair=22.172, adv=3.454, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:11,  1.52it/s, loss=0.074, pair=32.344, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.074, pair=32.344, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:22,  1.43it/s, loss=0.051, pair=29.562, adv=3.391, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:14,  1.48it/s, loss=0.051, pair=29.562, adv=3.391, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:14,  1.48it/s, loss=0.240, pair=19.422, adv=3.386, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:21,  1.43it/s, loss=0.240, pair=19.422, adv=3.386, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:32<03:21,  1.43it/s, loss=0.047, pair=26.438, adv=3.373, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.047, pair=26.438, adv=3.373, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.061, pair=24.969, adv=3.433, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:20,  1.43it/s, loss=0.061, pair=24.969, adv=3.433, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:20,  1.43it/s, loss=0.049, pair=21.797, adv=3.379, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:12,  1.48it/s, loss=0.049, pair=21.797, adv=3.379, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:12,  1.48it/s, loss=0.060, pair=24.750, adv=3.418, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.41it/s, loss=0.060, pair=24.750, adv=3.418, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.41it/s, loss=0.047, pair=28.625, adv=3.408, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:11,  1.48it/s, loss=0.047, pair=28.625, adv=3.408, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:11,  1.48it/s, loss=0.204, pair=18.797, adv=3.384, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:17,  1.43it/s, loss=0.204, pair=18.797, adv=3.384, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:36<03:17,  1.43it/s, loss=0.064, pair=30.594, adv=3.364, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.064, pair=30.594, adv=3.364, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:10,  1.47it/s, loss=0.279, pair=28.875, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:15,  1.43it/s, loss=0.279, pair=28.875, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:15,  1.43it/s, loss=0.062, pair=32.312, adv=3.381, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:07,  1.49it/s, loss=0.062, pair=32.312, adv=3.381, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:07,  1.49it/s, loss=0.074, pair=16.438, adv=3.390, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.074, pair=16.438, adv=3.390, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.048, pair=22.906, adv=3.387, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:06,  1.49it/s, loss=0.048, pair=22.906, adv=3.387, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:06,  1.49it/s, loss=0.072, pair=23.984, adv=3.434, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:08,  1.46it/s, loss=0.072, pair=23.984, adv=3.434, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:08,  1.46it/s, loss=0.055, pair=22.094, adv=3.415, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:01,  1.52it/s, loss=0.055, pair=22.094, adv=3.415, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:41<03:01,  1.52it/s, loss=0.079, pair=25.141, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:14,  1.41it/s, loss=0.079, pair=25.141, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:14,  1.41it/s, loss=0.053, pair=25.562, adv=3.376, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:04,  1.48it/s, loss=0.053, pair=25.562, adv=3.376, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:04,  1.48it/s, loss=0.063, pair=21.297, adv=3.416, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:09,  1.43it/s, loss=0.063, pair=21.297, adv=3.416, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:43<03:09,  1.43it/s, loss=0.051, pair=26.484, adv=3.389, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.051, pair=26.484, adv=3.389, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:01,  1.49it/s, loss=0.058, pair=34.250, adv=3.416, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:06,  1.44it/s, loss=0.058, pair=34.250, adv=3.416, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:06,  1.44it/s, loss=0.060, pair=26.844, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<02:58,  1.51it/s, loss=0.060, pair=26.844, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<02:58,  1.51it/s, loss=0.094, pair=25.828, adv=3.396, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:12,  1.39it/s, loss=0.094, pair=25.828, adv=3.396, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:12,  1.39it/s, loss=0.051, pair=20.953, adv=3.422, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<03:01,  1.47it/s, loss=0.051, pair=20.953, adv=3.422, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<03:01,  1.47it/s, loss=0.068, pair=22.875, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:08,  1.41it/s, loss=0.068, pair=22.875, adv=3.398, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:08,  1.41it/s, loss=0.060, pair=20.844, adv=3.418, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:59,  1.47it/s, loss=0.060, pair=20.844, adv=3.418, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:59,  1.47it/s, loss=0.069, pair=19.906, adv=3.445, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:04,  1.43it/s, loss=0.069, pair=19.906, adv=3.445, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:04,  1.43it/s, loss=0.048, pair=24.984, adv=3.404, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:57,  1.48it/s, loss=0.048, pair=24.984, adv=3.404, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:57,  1.48it/s, loss=0.059, pair=21.656, adv=3.447, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:06,  1.41it/s, loss=0.059, pair=21.656, adv=3.447, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:06,  1.41it/s, loss=0.057, pair=25.422, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:59,  1.45it/s, loss=0.057, pair=25.422, adv=3.377, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:59,  1.45it/s, loss=0.228, pair=25.844, adv=3.414, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<03:08,  1.38it/s, loss=0.228, pair=25.844, adv=3.414, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<03:08,  1.38it/s, loss=0.058, pair=18.969, adv=3.416, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:55,  1.47it/s, loss=0.058, pair=18.969, adv=3.416, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:52<02:55,  1.47it/s, loss=0.060, pair=27.938, adv=3.377, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.060, pair=27.938, adv=3.377, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<03:04,  1.40it/s, loss=0.051, pair=25.766, adv=3.398, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:56,  1.46it/s, loss=0.051, pair=25.766, adv=3.398, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:56,  1.46it/s, loss=0.072, pair=35.625, adv=3.401, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<03:01,  1.41it/s, loss=0.072, pair=35.625, adv=3.401, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:54<03:01,  1.41it/s, loss=0.049, pair=24.266, adv=3.418, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:50,  1.49it/s, loss=0.049, pair=24.266, adv=3.418, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:50,  1.49it/s, loss=0.081, pair=30.359, adv=3.402, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<03:05,  1.37it/s, loss=0.081, pair=30.359, adv=3.402, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<03:05,  1.37it/s, loss=0.053, pair=23.312, adv=3.440, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:54,  1.45it/s, loss=0.053, pair=23.312, adv=3.440, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:54,  1.45it/s, loss=0.056, pair=20.250, adv=3.423, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<03:01,  1.39it/s, loss=0.056, pair=20.250, adv=3.423, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<03:01,  1.39it/s, loss=0.057, pair=27.891, adv=3.432, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:52,  1.45it/s, loss=0.057, pair=27.891, adv=3.432, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:52,  1.45it/s, loss=0.059, pair=28.266, adv=3.386, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<02:59,  1.39it/s, loss=0.059, pair=28.266, adv=3.386, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<02:59,  1.39it/s, loss=0.050, pair=32.531, adv=3.384, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:51,  1.45it/s, loss=0.050, pair=32.531, adv=3.384, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:59<02:51,  1.45it/s, loss=0.056, pair=28.219, adv=3.413, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:58,  1.39it/s, loss=0.056, pair=28.219, adv=3.413, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:58,  1.39it/s, loss=0.054, pair=27.656, adv=3.421, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:49,  1.46it/s, loss=0.054, pair=27.656, adv=3.421, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:49,  1.46it/s, loss=0.070, pair=32.062, adv=3.416, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:54,  1.41it/s, loss=0.070, pair=32.062, adv=3.416, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:01<02:54,  1.41it/s, loss=0.053, pair=28.969, adv=3.373, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:46,  1.47it/s, loss=0.053, pair=28.969, adv=3.373, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:46,  1.47it/s, loss=0.212, pair=27.031, adv=3.383, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:52,  1.41it/s, loss=0.212, pair=27.031, adv=3.383, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:52,  1.41it/s, loss=0.050, pair=31.422, adv=3.375, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:46,  1.46it/s, loss=0.050, pair=31.422, adv=3.375, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:03<02:46,  1.46it/s, loss=0.069, pair=19.516, adv=3.406, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.069, pair=19.516, adv=3.406, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:51,  1.41it/s, loss=0.048, pair=26.016, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:43,  1.47it/s, loss=0.048, pair=26.016, adv=3.407, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:43,  1.47it/s, loss=0.061, pair=21.281, adv=3.395, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:48,  1.43it/s, loss=0.061, pair=21.281, adv=3.395, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:05<02:48,  1.43it/s, loss=0.055, pair=24.984, adv=3.394, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:40,  1.48it/s, loss=0.055, pair=24.984, adv=3.394, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:06<02:40,  1.48it/s, loss=0.080, pair=30.125, adv=3.389, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.080, pair=30.125, adv=3.389, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:46,  1.43it/s, loss=0.048, pair=31.516, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:39,  1.49it/s, loss=0.048, pair=31.516, adv=3.400, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:39,  1.49it/s, loss=0.278, pair=18.484, adv=3.389, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:41,  1.47it/s, loss=0.278, pair=18.484, adv=3.389, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:41,  1.47it/s, loss=0.063, pair=24.281, adv=3.392, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:32,  1.54it/s, loss=0.063, pair=24.281, adv=3.392, sprd=0.000
Ep 011/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:32,  1.54it/s, loss=0.062, pair=19.375, adv=3.440, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:41,  1.45it/s, loss=0.062, pair=19.375, adv=3.440, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:41,  1.45it/s, loss=0.056, pair=25.250, adv=3.371, sprd=0.001
Ep 011/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:33,  1.51it/s, loss=0.056, pair=25.250, adv=3.371, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:10<02:33,  1.51it/s, loss=0.066, pair=17.562, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:39,  1.46it/s, loss=0.066, pair=17.562, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:39,  1.46it/s, loss=0.066, pair=26.031, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:30,  1.53it/s, loss=0.066, pair=26.031, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:30,  1.53it/s, loss=0.064, pair=21.016, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:39,  1.44it/s, loss=0.064, pair=21.016, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:12<02:39,  1.44it/s, loss=0.059, pair=28.000, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:31,  1.51it/s, loss=0.059, pair=28.000, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:31,  1.51it/s, loss=0.082, pair=32.781, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:37,  1.45it/s, loss=0.082, pair=32.781, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:37,  1.45it/s, loss=0.065, pair=22.641, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:31,  1.50it/s, loss=0.065, pair=22.641, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:14<02:31,  1.50it/s, loss=0.101, pair=28.172, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:42,  1.39it/s, loss=0.101, pair=28.172, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<02:42,  1.39it/s, loss=0.053, pair=23.281, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:14<02:34,  1.46it/s, loss=0.053, pair=23.281, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:34,  1.46it/s, loss=0.070, pair=24.688, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:15<02:41,  1.39it/s, loss=0.070, pair=24.688, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:16<02:41,  1.39it/s, loss=0.051, pair=26.453, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:33,  1.45it/s, loss=0.051, pair=26.453, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:17<02:33,  1.45it/s, loss=0.059, pair=27.656, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.059, pair=27.656, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:37,  1.41it/s, loss=0.053, pair=22.375, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:17<02:30,  1.47it/s, loss=0.053, pair=22.375, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:30,  1.47it/s, loss=0.077, pair=30.875, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:42,  1.36it/s, loss=0.077, pair=30.875, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:19<02:42,  1.36it/s, loss=0.051, pair=18.984, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:29,  1.47it/s, loss=0.051, pair=18.984, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:29,  1.47it/s, loss=0.058, pair=25.234, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:19<02:35,  1.40it/s, loss=0.058, pair=25.234, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:35,  1.40it/s, loss=0.053, pair=26.688, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:25,  1.49it/s, loss=0.053, pair=26.688, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:21<02:25,  1.49it/s, loss=0.112, pair=28.438, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:41,  1.34it/s, loss=0.112, pair=28.438, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:41,  1.34it/s, loss=0.057, pair=32.344, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:21<02:29,  1.44it/s, loss=0.057, pair=32.344, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:29,  1.44it/s, loss=0.230, pair=24.234, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:22<02:32,  1.41it/s, loss=0.230, pair=24.234, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:23<02:32,  1.41it/s, loss=0.051, pair=24.375, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:24,  1.47it/s, loss=0.051, pair=24.375, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:24<02:24,  1.47it/s, loss=0.098, pair=18.688, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:32,  1.39it/s, loss=0.098, pair=18.688, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:32,  1.39it/s, loss=0.046, pair=24.078, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:24<02:21,  1.49it/s, loss=0.046, pair=24.078, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:25<02:21,  1.49it/s, loss=0.166, pair=23.859, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:25<02:27,  1.43it/s, loss=0.166, pair=23.859, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:26<02:27,  1.43it/s, loss=0.052, pair=19.797, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:20,  1.49it/s, loss=0.052, pair=19.797, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:20,  1.49it/s, loss=0.061, pair=27.172, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:26<02:24,  1.44it/s, loss=0.061, pair=27.172, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:27<02:24,  1.44it/s, loss=0.070, pair=31.469, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:27<02:17,  1.51it/s, loss=0.070, pair=31.469, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:28<02:17,  1.51it/s, loss=0.372, pair=22.047, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:20,  1.46it/s, loss=0.372, pair=22.047, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:28<02:20,  1.46it/s, loss=0.060, pair=20.672, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:28<02:13,  1.54it/s, loss=0.060, pair=20.672, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:13,  1.54it/s, loss=0.064, pair=24.828, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:29<02:20,  1.45it/s, loss=0.064, pair=24.828, adv=3.359, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:30<02:20,  1.45it/s, loss=0.055, pair=23.750, adv=3.438, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.055, pair=23.750, adv=3.438, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:30<02:14,  1.51it/s, loss=0.071, pair=28.375, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:30<02:19,  1.45it/s, loss=0.071, pair=28.375, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:19,  1.45it/s, loss=0.051, pair=30.109, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:31<02:14,  1.49it/s, loss=0.051, pair=30.109, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:32<02:14,  1.49it/s, loss=0.055, pair=22.188, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:20,  1.42it/s, loss=0.055, pair=22.188, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:32<02:20,  1.42it/s, loss=0.054, pair=27.047, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:32<02:12,  1.50it/s, loss=0.054, pair=27.047, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:12,  1.50it/s, loss=0.070, pair=32.094, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:33<02:17,  1.44it/s, loss=0.070, pair=32.094, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:34<02:17,  1.44it/s, loss=0.047, pair=26.891, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:09,  1.52it/s, loss=0.047, pair=26.891, adv=3.375, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:34<02:09,  1.52it/s, loss=0.175, pair=29.781, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:34<02:15,  1.45it/s, loss=0.175, pair=29.781, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:35<02:15,  1.45it/s, loss=0.060, pair=35.125, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:35<02:09,  1.51it/s, loss=0.060, pair=35.125, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:09,  1.51it/s, loss=0.060, pair=23.516, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:16,  1.43it/s, loss=0.060, pair=23.516, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:36<02:16,  1.43it/s, loss=0.053, pair=31.328, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:36<02:09,  1.49it/s, loss=0.053, pair=31.328, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:37<02:09,  1.49it/s, loss=0.072, pair=20.719, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:37<02:12,  1.45it/s, loss=0.072, pair=20.719, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:12,  1.45it/s, loss=0.058, pair=21.656, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.058, pair=21.656, adv=3.367, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:38<02:06,  1.51it/s, loss=0.064, pair=28.141, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:38<02:12,  1.43it/s, loss=0.064, pair=28.141, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:39<02:12,  1.43it/s, loss=0.050, pair=25.984, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:39<02:07,  1.48it/s, loss=0.050, pair=25.984, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:07,  1.48it/s, loss=0.061, pair=19.188, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:13,  1.40it/s, loss=0.061, pair=19.188, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:40<02:13,  1.40it/s, loss=0.059, pair=20.344, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:40<02:07,  1.47it/s, loss=0.059, pair=20.344, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:41<02:07,  1.47it/s, loss=0.058, pair=20.641, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:41<02:13,  1.39it/s, loss=0.058, pair=20.641, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:42<02:13,  1.39it/s, loss=0.049, pair=25.203, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:42<02:05,  1.47it/s, loss=0.049, pair=25.203, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:43<02:05,  1.47it/s, loss=0.203, pair=26.203, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.203, pair=26.203, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:43<02:10,  1.41it/s, loss=0.058, pair=28.375, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:43<02:03,  1.48it/s, loss=0.058, pair=28.375, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:44<02:03,  1.48it/s, loss=0.105, pair=20.359, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:44<02:10,  1.40it/s, loss=0.105, pair=20.359, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:45<02:10,  1.40it/s, loss=0.053, pair=24.531, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:45<02:03,  1.46it/s, loss=0.053, pair=24.531, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:46<02:03,  1.46it/s, loss=0.088, pair=16.719, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.088, pair=16.719, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:46<02:12,  1.36it/s, loss=0.053, pair=28.812, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:46<02:03,  1.44it/s, loss=0.053, pair=28.812, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:47<02:03,  1.44it/s, loss=0.063, pair=21.781, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:47<02:07,  1.40it/s, loss=0.063, pair=21.781, adv=3.366, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:48<02:07,  1.40it/s, loss=0.052, pair=16.250, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<02:00,  1.47it/s, loss=0.052, pair=16.250, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:48<02:00,  1.47it/s, loss=0.100, pair=31.125, adv=3.416, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:48<02:08,  1.37it/s, loss=0.100, pair=31.125, adv=3.416, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:49<02:08,  1.37it/s, loss=0.057, pair=29.969, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:49<02:00,  1.45it/s, loss=0.057, pair=29.969, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:50<02:00,  1.45it/s, loss=0.404, pair=21.594, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:02,  1.42it/s, loss=0.404, pair=21.594, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:50<02:02,  1.42it/s, loss=0.117, pair=30.844, adv=3.351, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:50<01:57,  1.47it/s, loss=0.117, pair=30.844, adv=3.351, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:51<01:57,  1.47it/s, loss=0.068, pair=27.328, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:51<01:59,  1.44it/s, loss=0.068, pair=27.328, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:52<01:59,  1.44it/s, loss=0.055, pair=25.062, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:54,  1.50it/s, loss=0.055, pair=25.062, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:52<01:54,  1.50it/s, loss=0.087, pair=25.281, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:52<01:54,  1.48it/s, loss=0.087, pair=25.281, adv=3.387, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:53<01:54,  1.48it/s, loss=0.060, pair=23.641, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:53<01:49,  1.55it/s, loss=0.060, pair=23.641, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:54<01:49,  1.55it/s, loss=0.063, pair=24.828, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:54,  1.47it/s, loss=0.063, pair=24.828, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:54<01:54,  1.47it/s, loss=0.053, pair=23.484, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:54<01:48,  1.54it/s, loss=0.053, pair=23.484, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:55<01:48,  1.54it/s, loss=0.184, pair=22.906, adv=3.418, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:55<01:53,  1.47it/s, loss=0.184, pair=22.906, adv=3.418, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:56<01:53,  1.47it/s, loss=0.051, pair=24.422, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.051, pair=24.422, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:56<01:49,  1.51it/s, loss=0.061, pair=34.125, adv=3.391, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:56<01:52,  1.45it/s, loss=0.061, pair=34.125, adv=3.391, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 169/333 [01:57<01:52,  1.45it/s, loss=0.053, pair=24.656, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:57<01:48,  1.50it/s, loss=0.053, pair=24.656, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 170/333 [01:58<01:48,  1.50it/s, loss=0.073, pair=26.141, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:50,  1.46it/s, loss=0.073, pair=26.141, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  51%|▌| 171/333 [01:58<01:50,  1.46it/s, loss=0.047, pair=18.516, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:58<01:45,  1.52it/s, loss=0.047, pair=18.516, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 172/333 [01:59<01:45,  1.52it/s, loss=0.068, pair=31.484, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 173/333 [01:59<01:51,  1.43it/s, loss=0.068, pair=31.484, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:00<01:51,  1.43it/s, loss=0.060, pair=32.250, adv=3.436, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:44,  1.52it/s, loss=0.060, pair=32.250, adv=3.436, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:00<01:44,  1.52it/s, loss=0.089, pair=30.234, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:00<01:51,  1.42it/s, loss=0.089, pair=30.234, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:01<01:51,  1.42it/s, loss=0.054, pair=24.672, adv=3.425, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:01<01:45,  1.49it/s, loss=0.054, pair=24.672, adv=3.425, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:02<01:45,  1.49it/s, loss=0.057, pair=23.016, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.057, pair=23.016, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:02<01:49,  1.42it/s, loss=0.050, pair=21.000, adv=3.428, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:02<01:42,  1.51it/s, loss=0.050, pair=21.000, adv=3.428, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:03<01:42,  1.51it/s, loss=0.056, pair=28.547, adv=3.429, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:03<01:46,  1.45it/s, loss=0.056, pair=28.547, adv=3.429, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:04<01:46,  1.45it/s, loss=0.063, pair=34.000, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:04<01:41,  1.50it/s, loss=0.063, pair=34.000, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:05<01:41,  1.50it/s, loss=0.075, pair=23.062, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.075, pair=23.062, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:05<01:46,  1.43it/s, loss=0.070, pair=23.062, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:05<01:41,  1.49it/s, loss=0.070, pair=23.062, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:06<01:41,  1.49it/s, loss=0.074, pair=34.688, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:06<01:46,  1.40it/s, loss=0.074, pair=34.688, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:07<01:46,  1.40it/s, loss=0.059, pair=17.750, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:41,  1.47it/s, loss=0.059, pair=17.750, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:07<01:41,  1.47it/s, loss=0.100, pair=29.219, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:07<01:46,  1.38it/s, loss=0.100, pair=29.219, adv=3.372, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:08<01:46,  1.38it/s, loss=0.056, pair=19.516, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:08<01:40,  1.46it/s, loss=0.056, pair=19.516, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:09<01:40,  1.46it/s, loss=0.063, pair=29.562, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.063, pair=29.562, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:09<01:42,  1.42it/s, loss=0.053, pair=18.453, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:09<01:38,  1.47it/s, loss=0.053, pair=18.453, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:10<01:38,  1.47it/s, loss=0.066, pair=25.828, adv=3.438, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:10<01:42,  1.40it/s, loss=0.066, pair=25.828, adv=3.438, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:11<01:42,  1.40it/s, loss=0.120, pair=27.422, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:11<01:37,  1.47it/s, loss=0.120, pair=27.422, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:12<01:37,  1.47it/s, loss=0.060, pair=25.062, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:41,  1.39it/s, loss=0.060, pair=25.062, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:12<01:41,  1.39it/s, loss=0.050, pair=26.422, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:12<01:35,  1.47it/s, loss=0.050, pair=26.422, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:13<01:35,  1.47it/s, loss=0.071, pair=29.484, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:13<01:39,  1.41it/s, loss=0.071, pair=29.484, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:14<01:39,  1.41it/s, loss=0.052, pair=23.047, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:34,  1.48it/s, loss=0.052, pair=23.047, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:14<01:34,  1.48it/s, loss=0.054, pair=22.688, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:14<01:37,  1.42it/s, loss=0.054, pair=22.688, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:15<01:37,  1.42it/s, loss=0.048, pair=21.719, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:15<01:33,  1.46it/s, loss=0.048, pair=21.719, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:16<01:33,  1.46it/s, loss=0.052, pair=28.797, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:37,  1.40it/s, loss=0.052, pair=28.797, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:16<01:37,  1.40it/s, loss=0.049, pair=23.531, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:16<01:31,  1.48it/s, loss=0.049, pair=23.531, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:17<01:31,  1.48it/s, loss=0.123, pair=33.906, adv=3.428, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:17<01:35,  1.40it/s, loss=0.123, pair=33.906, adv=3.428, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:18<01:35,  1.40it/s, loss=0.063, pair=29.156, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:30,  1.46it/s, loss=0.063, pair=29.156, adv=3.420, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:18<01:30,  1.46it/s, loss=0.067, pair=22.906, adv=3.440, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:18<01:32,  1.42it/s, loss=0.067, pair=22.906, adv=3.440, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:19<01:32,  1.42it/s, loss=0.054, pair=25.578, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:19<01:27,  1.49it/s, loss=0.054, pair=25.578, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:20<01:27,  1.49it/s, loss=0.107, pair=29.281, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.42it/s, loss=0.107, pair=29.281, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:20<01:31,  1.42it/s, loss=0.067, pair=25.000, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:20<01:27,  1.47it/s, loss=0.067, pair=25.000, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:21<01:27,  1.47it/s, loss=0.325, pair=28.875, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:21<01:31,  1.40it/s, loss=0.325, pair=28.875, adv=3.411, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:22<01:31,  1.40it/s, loss=0.055, pair=24.938, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:22<01:26,  1.46it/s, loss=0.055, pair=24.938, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:23<01:26,  1.46it/s, loss=0.196, pair=26.203, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.196, pair=26.203, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:23<01:29,  1.41it/s, loss=0.059, pair=26.812, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:23<01:25,  1.47it/s, loss=0.059, pair=26.812, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:24<01:25,  1.47it/s, loss=0.140, pair=30.969, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:24<01:27,  1.41it/s, loss=0.140, pair=30.969, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:25<01:27,  1.41it/s, loss=0.046, pair=28.578, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:23,  1.48it/s, loss=0.046, pair=28.578, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:25<01:23,  1.48it/s, loss=0.054, pair=30.969, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:25<01:26,  1.40it/s, loss=0.054, pair=30.969, adv=3.370, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:26<01:26,  1.40it/s, loss=0.049, pair=23.656, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:26<01:21,  1.49it/s, loss=0.049, pair=23.656, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:27<01:21,  1.49it/s, loss=0.071, pair=28.625, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.071, pair=28.625, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:27<01:24,  1.42it/s, loss=0.057, pair=29.797, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:27<01:20,  1.48it/s, loss=0.057, pair=29.797, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:28<01:20,  1.48it/s, loss=0.058, pair=26.078, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:28<01:29,  1.32it/s, loss=0.058, pair=26.078, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:29<01:29,  1.32it/s, loss=0.088, pair=24.844, adv=3.446, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:29<01:22,  1.41it/s, loss=0.088, pair=24.844, adv=3.446, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:30<01:22,  1.41it/s, loss=0.090, pair=32.250, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:29,  1.30it/s, loss=0.090, pair=32.250, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:30<01:29,  1.30it/s, loss=0.064, pair=30.797, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:30<01:22,  1.40it/s, loss=0.064, pair=30.797, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:31<01:22,  1.40it/s, loss=0.089, pair=31.531, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:31<01:26,  1.31it/s, loss=0.089, pair=31.531, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:32<01:26,  1.31it/s, loss=0.054, pair=26.578, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:32<01:21,  1.40it/s, loss=0.054, pair=26.578, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:33<01:21,  1.40it/s, loss=0.065, pair=26.438, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:21,  1.38it/s, loss=0.065, pair=26.438, adv=3.413, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:33<01:21,  1.38it/s, loss=0.058, pair=31.312, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:33<01:17,  1.44it/s, loss=0.058, pair=31.312, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:34<01:17,  1.44it/s, loss=0.059, pair=24.875, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:34<01:18,  1.40it/s, loss=0.059, pair=24.875, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:35<01:18,  1.40it/s, loss=0.050, pair=24.797, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:35<01:15,  1.45it/s, loss=0.050, pair=24.797, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:36<01:15,  1.45it/s, loss=0.081, pair=23.906, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:36<01:20,  1.34it/s, loss=0.081, pair=23.906, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:36<01:20,  1.34it/s, loss=0.062, pair=26.781, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:36<01:16,  1.41it/s, loss=0.062, pair=26.781, adv=3.396, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:37<01:16,  1.41it/s, loss=0.065, pair=29.422, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:37<01:16,  1.39it/s, loss=0.065, pair=29.422, adv=3.442, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:38<01:16,  1.39it/s, loss=0.105, pair=28.297, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:11,  1.47it/s, loss=0.105, pair=28.297, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:38<01:11,  1.47it/s, loss=0.134, pair=33.688, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:38<01:18,  1.32it/s, loss=0.134, pair=33.688, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:39<01:18,  1.32it/s, loss=0.049, pair=27.688, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:39<01:13,  1.41it/s, loss=0.049, pair=27.688, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:40<01:13,  1.41it/s, loss=0.079, pair=23.312, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:40<01:13,  1.40it/s, loss=0.079, pair=23.312, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:40<01:13,  1.40it/s, loss=0.055, pair=28.203, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:40<01:08,  1.48it/s, loss=0.055, pair=28.203, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:41<01:08,  1.48it/s, loss=0.395, pair=27.219, adv=3.349, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:41<01:10,  1.42it/s, loss=0.395, pair=27.219, adv=3.349, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:42<01:10,  1.42it/s, loss=0.049, pair=34.719, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:42<01:06,  1.49it/s, loss=0.049, pair=34.719, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:43<01:06,  1.49it/s, loss=0.066, pair=34.531, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:43<01:12,  1.34it/s, loss=0.066, pair=34.531, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:43<01:12,  1.34it/s, loss=0.049, pair=27.000, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:43<01:08,  1.42it/s, loss=0.049, pair=27.000, adv=3.362, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:44<01:08,  1.42it/s, loss=0.066, pair=23.188, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:44<01:13,  1.31it/s, loss=0.066, pair=23.188, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:45<01:13,  1.31it/s, loss=0.064, pair=31.703, adv=3.434, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:45<01:07,  1.41it/s, loss=0.064, pair=31.703, adv=3.434, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:46<01:07,  1.41it/s, loss=0.090, pair=29.703, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:46<01:12,  1.31it/s, loss=0.090, pair=29.703, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:46<01:12,  1.31it/s, loss=0.052, pair=34.875, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:46<01:09,  1.35it/s, loss=0.052, pair=34.875, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:48<01:09,  1.35it/s, loss=0.060, pair=20.469, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:48<01:22,  1.11it/s, loss=0.060, pair=20.469, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:49<01:22,  1.11it/s, loss=0.071, pair=28.266, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:49<01:25,  1.07it/s, loss=0.071, pair=28.266, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:50<01:25,  1.07it/s, loss=0.076, pair=26.203, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:50<01:35,  1.06s/it, loss=0.076, pair=26.203, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:51<01:35,  1.06s/it, loss=0.055, pair=24.250, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:51<01:39,  1.11s/it, loss=0.055, pair=24.250, adv=3.368, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:53<01:39,  1.11s/it, loss=0.062, pair=28.812, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:53<01:48,  1.23s/it, loss=0.062, pair=28.812, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:54<01:48,  1.23s/it, loss=0.054, pair=22.062, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:54<01:43,  1.19s/it, loss=0.054, pair=22.062, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:55<01:43,  1.19s/it, loss=0.135, pair=27.469, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:55<01:46,  1.24s/it, loss=0.135, pair=27.469, adv=3.389, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:56<01:46,  1.24s/it, loss=0.057, pair=18.656, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:56<01:43,  1.22s/it, loss=0.057, pair=18.656, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:58<01:43,  1.22s/it, loss=0.065, pair=23.031, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:58<01:49,  1.30s/it, loss=0.065, pair=23.031, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:59<01:49,  1.30s/it, loss=0.052, pair=30.062, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:59<01:43,  1.25s/it, loss=0.052, pair=30.062, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 250/333 [03:00<01:43,  1.25s/it, loss=0.059, pair=23.219, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 251/333 [03:00<01:49,  1.33s/it, loss=0.059, pair=23.219, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  75%|▊| 251/333 [03:02<01:49,  1.33s/it, loss=0.056, pair=21.719, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:02<01:42,  1.27s/it, loss=0.056, pair=21.719, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:03<01:42,  1.27s/it, loss=0.056, pair=35.312, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:03<01:38,  1.23s/it, loss=0.056, pair=35.312, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:03<01:38,  1.23s/it, loss=0.046, pair=33.344, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:03<01:25,  1.08s/it, loss=0.046, pair=33.344, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:04<01:25,  1.08s/it, loss=0.062, pair=24.922, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:04<01:20,  1.04s/it, loss=0.062, pair=24.922, adv=3.392, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:05<01:20,  1.04s/it, loss=0.051, pair=37.031, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:05<01:12,  1.07it/s, loss=0.051, pair=37.031, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:06<01:12,  1.07it/s, loss=0.065, pair=34.188, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:06<01:11,  1.06it/s, loss=0.065, pair=34.188, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:07<01:11,  1.06it/s, loss=0.051, pair=20.234, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:07<01:05,  1.14it/s, loss=0.051, pair=20.234, adv=3.410, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:08<01:05,  1.14it/s, loss=0.064, pair=26.469, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:08<01:05,  1.13it/s, loss=0.064, pair=26.469, adv=3.409, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:08<01:05,  1.13it/s, loss=0.053, pair=21.188, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:08<01:00,  1.20it/s, loss=0.053, pair=21.188, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:09<01:00,  1.20it/s, loss=0.060, pair=27.203, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:09<01:02,  1.14it/s, loss=0.060, pair=27.203, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:10<01:02,  1.14it/s, loss=0.047, pair=31.172, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:10<00:59,  1.20it/s, loss=0.047, pair=31.172, adv=3.412, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:11<00:59,  1.20it/s, loss=0.181, pair=24.078, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:11<01:01,  1.14it/s, loss=0.181, pair=24.078, adv=3.414, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:12<01:01,  1.14it/s, loss=0.051, pair=30.250, adv=3.445, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:12<00:57,  1.21it/s, loss=0.051, pair=30.250, adv=3.445, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:13<00:57,  1.21it/s, loss=0.061, pair=21.266, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:13<00:59,  1.15it/s, loss=0.061, pair=21.266, adv=3.437, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:14<00:59,  1.15it/s, loss=0.142, pair=29.703, adv=3.369, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:14<00:55,  1.20it/s, loss=0.142, pair=29.703, adv=3.369, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:14<00:55,  1.20it/s, loss=0.066, pair=32.250, adv=3.444, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:14<00:56,  1.17it/s, loss=0.066, pair=32.250, adv=3.444, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:15<00:56,  1.17it/s, loss=0.050, pair=29.281, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:15<00:52,  1.24it/s, loss=0.050, pair=29.281, adv=3.433, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:16<00:52,  1.24it/s, loss=0.061, pair=27.172, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:16<00:54,  1.18it/s, loss=0.061, pair=27.172, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:17<00:54,  1.18it/s, loss=0.052, pair=22.312, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:17<00:51,  1.23it/s, loss=0.052, pair=22.312, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:18<00:51,  1.23it/s, loss=0.065, pair=25.562, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:18<00:53,  1.17it/s, loss=0.065, pair=25.562, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:18<00:53,  1.17it/s, loss=0.051, pair=24.344, adv=3.418, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:18<00:50,  1.22it/s, loss=0.051, pair=24.344, adv=3.418, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:19<00:50,  1.22it/s, loss=0.056, pair=28.031, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:19<00:50,  1.19it/s, loss=0.056, pair=28.031, adv=3.423, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:20<00:50,  1.19it/s, loss=0.062, pair=31.125, adv=3.421, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:20<00:47,  1.23it/s, loss=0.062, pair=31.125, adv=3.421, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:21<00:47,  1.23it/s, loss=0.056, pair=24.109, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:21<00:49,  1.17it/s, loss=0.056, pair=24.109, adv=3.394, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:22<00:49,  1.17it/s, loss=0.050, pair=26.016, adv=3.369, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:22<00:46,  1.22it/s, loss=0.050, pair=26.016, adv=3.369, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:23<00:46,  1.22it/s, loss=0.069, pair=20.359, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:23<00:47,  1.17it/s, loss=0.069, pair=20.359, adv=3.427, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:24<00:47,  1.17it/s, loss=0.046, pair=30.688, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:24<00:45,  1.21it/s, loss=0.046, pair=30.688, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:25<00:45,  1.21it/s, loss=0.070, pair=23.250, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:25<00:48,  1.11it/s, loss=0.070, pair=23.250, adv=3.408, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:25<00:48,  1.11it/s, loss=0.049, pair=22.438, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:25<00:45,  1.17it/s, loss=0.049, pair=22.438, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:26<00:45,  1.17it/s, loss=0.063, pair=20.656, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:26<00:45,  1.13it/s, loss=0.063, pair=20.656, adv=3.357, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:27<00:45,  1.13it/s, loss=0.098, pair=21.016, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:27<00:43,  1.16it/s, loss=0.098, pair=21.016, adv=3.373, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:28<00:43,  1.16it/s, loss=0.059, pair=25.094, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:28<00:44,  1.13it/s, loss=0.059, pair=25.094, adv=3.401, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:29<00:44,  1.13it/s, loss=0.048, pair=25.812, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:29<00:40,  1.21it/s, loss=0.048, pair=25.812, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:30<00:40,  1.21it/s, loss=0.059, pair=18.703, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:30<00:41,  1.17it/s, loss=0.059, pair=18.703, adv=3.417, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:30<00:41,  1.17it/s, loss=0.054, pair=22.781, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:30<00:38,  1.24it/s, loss=0.054, pair=22.781, adv=3.364, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:31<00:38,  1.24it/s, loss=0.072, pair=31.172, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:31<00:39,  1.17it/s, loss=0.072, pair=31.172, adv=3.358, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:32<00:39,  1.17it/s, loss=0.050, pair=24.719, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:32<00:36,  1.23it/s, loss=0.050, pair=24.719, adv=3.405, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:33<00:36,  1.23it/s, loss=0.059, pair=20.344, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:33<00:37,  1.17it/s, loss=0.059, pair=20.344, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:34<00:37,  1.17it/s, loss=0.049, pair=22.297, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:34<00:35,  1.21it/s, loss=0.049, pair=22.297, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:35<00:35,  1.21it/s, loss=0.228, pair=26.406, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:35<00:37,  1.11it/s, loss=0.228, pair=26.406, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:36<00:37,  1.11it/s, loss=0.064, pair=29.188, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:36<00:35,  1.17it/s, loss=0.064, pair=29.188, adv=3.363, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:37<00:35,  1.17it/s, loss=0.071, pair=25.219, adv=3.344, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:37<00:35,  1.13it/s, loss=0.071, pair=25.219, adv=3.344, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:37<00:35,  1.13it/s, loss=0.056, pair=25.250, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:37<00:32,  1.19it/s, loss=0.056, pair=25.250, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:38<00:32,  1.19it/s, loss=0.059, pair=24.516, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:38<00:32,  1.15it/s, loss=0.059, pair=24.516, adv=3.382, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:39<00:32,  1.15it/s, loss=0.048, pair=21.875, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:39<00:30,  1.21it/s, loss=0.048, pair=21.875, adv=3.385, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:40<00:30,  1.21it/s, loss=0.057, pair=27.719, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:40<00:30,  1.19it/s, loss=0.057, pair=27.719, adv=3.406, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:41<00:30,  1.19it/s, loss=0.048, pair=27.406, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:41<00:28,  1.23it/s, loss=0.048, pair=27.406, adv=3.400, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:42<00:28,  1.23it/s, loss=0.146, pair=24.188, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:42<00:29,  1.14it/s, loss=0.146, pair=24.188, adv=3.398, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:42<00:29,  1.14it/s, loss=0.055, pair=26.328, adv=3.447, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:42<00:27,  1.19it/s, loss=0.055, pair=26.328, adv=3.447, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:43<00:27,  1.19it/s, loss=0.054, pair=33.844, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:43<00:27,  1.15it/s, loss=0.054, pair=33.844, adv=3.361, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:44<00:27,  1.15it/s, loss=0.046, pair=22.547, adv=3.369, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:44<00:25,  1.20it/s, loss=0.046, pair=22.547, adv=3.369, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:45<00:25,  1.20it/s, loss=0.066, pair=23.406, adv=3.431, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:45<00:25,  1.16it/s, loss=0.066, pair=23.406, adv=3.431, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:46<00:25,  1.16it/s, loss=0.049, pair=23.844, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:46<00:24,  1.20it/s, loss=0.049, pair=23.844, adv=3.397, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:47<00:24,  1.20it/s, loss=0.052, pair=23.594, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:47<00:24,  1.15it/s, loss=0.052, pair=23.594, adv=3.404, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:47<00:24,  1.15it/s, loss=0.045, pair=23.078, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:47<00:22,  1.21it/s, loss=0.045, pair=23.078, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:48<00:22,  1.21it/s, loss=0.061, pair=24.188, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:48<00:22,  1.17it/s, loss=0.061, pair=24.188, adv=3.419, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:49<00:22,  1.17it/s, loss=0.051, pair=23.250, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:49<00:20,  1.22it/s, loss=0.051, pair=23.250, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:50<00:20,  1.22it/s, loss=0.057, pair=20.141, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:50<00:20,  1.16it/s, loss=0.057, pair=20.141, adv=3.407, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:51<00:20,  1.16it/s, loss=0.061, pair=22.281, adv=3.451, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:51<00:18,  1.23it/s, loss=0.061, pair=22.281, adv=3.451, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:52<00:18,  1.23it/s, loss=0.052, pair=24.562, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:52<00:18,  1.20it/s, loss=0.052, pair=24.562, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:52<00:18,  1.20it/s, loss=0.051, pair=31.141, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:52<00:16,  1.24it/s, loss=0.051, pair=31.141, adv=3.388, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:53<00:16,  1.24it/s, loss=0.076, pair=23.516, adv=3.365, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:53<00:17,  1.17it/s, loss=0.076, pair=23.516, adv=3.365, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:54<00:17,  1.17it/s, loss=0.053, pair=18.547, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:54<00:15,  1.20it/s, loss=0.053, pair=18.547, adv=3.399, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:55<00:15,  1.20it/s, loss=0.061, pair=26.234, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:55<00:15,  1.16it/s, loss=0.061, pair=26.234, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:56<00:15,  1.16it/s, loss=0.051, pair=30.969, adv=3.422, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:56<00:13,  1.24it/s, loss=0.051, pair=30.969, adv=3.422, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:57<00:13,  1.24it/s, loss=0.084, pair=27.734, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:57<00:13,  1.21it/s, loss=0.084, pair=27.734, adv=3.379, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:57<00:13,  1.21it/s, loss=0.050, pair=22.406, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:57<00:11,  1.33it/s, loss=0.050, pair=22.406, adv=3.424, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:58<00:11,  1.33it/s, loss=0.054, pair=22.812, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:58<00:10,  1.32it/s, loss=0.054, pair=22.812, adv=3.393, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:59<00:10,  1.32it/s, loss=0.056, pair=26.406, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:59<00:09,  1.39it/s, loss=0.056, pair=26.406, adv=3.430, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:59<00:09,  1.39it/s, loss=0.077, pair=31.234, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:59<00:08,  1.38it/s, loss=0.077, pair=31.234, adv=3.386, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  96%|▉| 321/333 [04:00<00:08,  1.38it/s, loss=0.056, pair=17.578, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 322/333 [04:00<00:07,  1.45it/s, loss=0.056, pair=17.578, adv=3.415, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 322/333 [04:01<00:07,  1.45it/s, loss=0.112, pair=23.141, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 323/333 [04:01<00:07,  1.38it/s, loss=0.112, pair=23.141, adv=3.380, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 323/333 [04:01<00:07,  1.38it/s, loss=0.048, pair=19.078, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 324/333 [04:01<00:06,  1.45it/s, loss=0.048, pair=19.078, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  97%|▉| 324/333 [04:02<00:06,  1.45it/s, loss=0.068, pair=17.703, adv=3.447, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 325/333 [04:02<00:05,  1.40it/s, loss=0.068, pair=17.703, adv=3.447, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 325/333 [04:03<00:05,  1.40it/s, loss=0.053, pair=29.984, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 326/333 [04:03<00:04,  1.47it/s, loss=0.053, pair=29.984, adv=3.381, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 326/333 [04:03<00:04,  1.47it/s, loss=0.059, pair=29.672, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 327/333 [04:03<00:04,  1.40it/s, loss=0.059, pair=29.672, adv=3.384, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 327/333 [04:04<00:04,  1.40it/s, loss=0.047, pair=27.547, adv=3.378, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 328/333 [04:04<00:03,  1.48it/s, loss=0.047, pair=27.547, adv=3.378, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  98%|▉| 328/333 [04:05<00:03,  1.48it/s, loss=0.065, pair=19.172, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 329/333 [04:05<00:02,  1.42it/s, loss=0.065, pair=19.172, adv=3.390, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 329/333 [04:05<00:02,  1.42it/s, loss=0.046, pair=24.797, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 330/333 [04:05<00:02,  1.48it/s, loss=0.046, pair=24.797, adv=3.395, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 330/333 [04:06<00:02,  1.48it/s, loss=0.057, pair=26.578, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 331/333 [04:06<00:01,  1.39it/s, loss=0.057, pair=26.578, adv=3.374, sprd=0.00
Ep 011/60 [S1→S2:ramp]:  99%|▉| 331/333 [04:07<00:01,  1.39it/s, loss=0.112, pair=24.750, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]: 100%|▉| 332/333 [04:07<00:00,  1.45it/s, loss=0.112, pair=24.750, adv=3.403, sprd=0.00
Ep 011/60 [S1→S2:ramp]: 100%|▉| 332/333 [04:08<00:00,  1.45it/s, loss=0.192, pair=29.562, adv=3.402, sprd=0.00
Ep 011/60 [S1→S2:ramp]: 100%|█| 333/333 [04:08<00:00,  1.38it/s, loss=0.192, pair=29.562, adv=3.402, sprd=0.00
                                                                                                              
Epoch 011/60 [S1→S2:ramp]  loss=0.0769  mat=0.3865  sens=26.7092  pair=25.6992  adv=3.4016(rand=3.37)  deg=0.0166  orth=0.0152  spread=0.0007  q_mean=50.0  q_std=21.7  α=0.10 β=0.00 γ=1.00 λ_grl=0.600  lr=9.36e-05  248s

Ep 012/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 012/60 [S1→S2:ramp]:   0%|         | 0/333 [00:01<?, ?it/s, loss=0.927, pair=27.562, adv=3.383, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<07:09,  1.29s/it, loss=0.927, pair=27.562, adv=3.383, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   0%| | 1/333 [00:01<07:09,  1.29s/it, loss=0.783, pair=23.094, adv=3.409, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 2/333 [00:01<04:52,  1.13it/s, loss=0.783, pair=23.094, adv=3.409, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   1%| | 2/333 [00:02<04:52,  1.13it/s, loss=1.138, pair=34.375, adv=3.376, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   1%| | 3/333 [00:02<04:38,  1.18it/s, loss=1.138, pair=34.375, adv=3.376, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   1%| | 3/333 [00:03<04:38,  1.18it/s, loss=1.026, pair=31.000, adv=3.381, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   1%| | 4/333 [00:03<04:07,  1.33it/s, loss=1.026, pair=31.000, adv=3.381, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   1%| | 4/333 [00:04<04:07,  1.33it/s, loss=0.835, pair=24.219, adv=3.395, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 5/333 [00:04<04:14,  1.29it/s, loss=0.835, pair=24.219, adv=3.395, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 5/333 [00:04<04:14,  1.29it/s, loss=0.814, pair=24.016, adv=3.393, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 6/333 [00:04<03:53,  1.40it/s, loss=0.814, pair=24.016, adv=3.393, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 6/333 [00:05<03:53,  1.40it/s, loss=0.526, pair=14.539, adv=3.403, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   2%| | 7/333 [00:05<04:03,  1.34it/s, loss=0.526, pair=14.539, adv=3.403, sprd=0.000]
Ep 012/60 [S1→S2:ramp]:   2%| | 7/333 [00:06<04:03,  1.34it/s, loss=0.747, pair=21.281, adv=3.383, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 8/333 [00:06<03:47,  1.43it/s, loss=0.747, pair=21.281, adv=3.383, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   2%| | 8/333 [00:06<03:47,  1.43it/s, loss=0.823, pair=23.516, adv=3.397, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:   3%| | 9/333 [00:06<03:56,  1.37it/s, loss=0.823, pair=23.516, adv=3.397, sprd=0.002]
Ep 012/60 [S1→S2:ramp]:   3%| | 9/333 [00:07<03:56,  1.37it/s, loss=0.889, pair=25.828, adv=3.404, sprd=0.001]
Ep 012/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:42,  1.45it/s, loss=0.889, pair=25.828, adv=3.404, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:42,  1.45it/s, loss=1.303, pair=35.062, adv=3.401, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:51,  1.39it/s, loss=1.303, pair=35.062, adv=3.401, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:51,  1.39it/s, loss=0.728, pair=20.312, adv=3.387, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:40,  1.46it/s, loss=0.728, pair=20.312, adv=3.387, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:40,  1.46it/s, loss=0.875, pair=24.906, adv=3.413, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<04:02,  1.32it/s, loss=0.875, pair=24.906, adv=3.413, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<04:02,  1.32it/s, loss=0.897, pair=25.844, adv=3.379, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:46,  1.41it/s, loss=0.897, pair=25.844, adv=3.379, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   4%| | 14/333 [00:11<03:46,  1.41it/s, loss=0.886, pair=24.844, adv=3.457, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:53,  1.36it/s, loss=0.886, pair=24.844, adv=3.457, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:53,  1.36it/s, loss=1.006, pair=29.406, adv=3.446, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:36,  1.46it/s, loss=1.006, pair=29.406, adv=3.446, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:36,  1.46it/s, loss=0.755, pair=20.453, adv=3.425, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:48,  1.38it/s, loss=0.755, pair=20.453, adv=3.425, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 17/333 [00:13<03:48,  1.38it/s, loss=0.782, pair=22.547, adv=3.395, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:36,  1.46it/s, loss=0.782, pair=22.547, adv=3.395, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   5%| | 18/333 [00:14<03:36,  1.46it/s, loss=0.779, pair=17.203, adv=3.395, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:47,  1.38it/s, loss=0.779, pair=17.203, adv=3.395, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:47,  1.38it/s, loss=0.742, pair=20.812, adv=3.390, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:38,  1.44it/s, loss=0.742, pair=20.812, adv=3.390, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   6%| | 20/333 [00:15<03:38,  1.44it/s, loss=0.966, pair=23.875, adv=3.364, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:45,  1.39it/s, loss=0.966, pair=23.875, adv=3.364, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   6%| | 21/333 [00:16<03:45,  1.39it/s, loss=0.837, pair=24.625, adv=3.376, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:35,  1.44it/s, loss=0.837, pair=24.625, adv=3.376, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:35,  1.44it/s, loss=0.915, pair=26.984, adv=3.361, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:43,  1.39it/s, loss=0.915, pair=26.984, adv=3.361, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   7%| | 23/333 [00:17<03:43,  1.39it/s, loss=0.816, pair=23.578, adv=3.329, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:33,  1.45it/s, loss=0.816, pair=23.578, adv=3.329, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   7%| | 24/333 [00:18<03:33,  1.45it/s, loss=0.622, pair=16.812, adv=3.302, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:42,  1.39it/s, loss=0.622, pair=16.812, adv=3.302, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:42,  1.39it/s, loss=0.748, pair=22.000, adv=3.231, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:36,  1.42it/s, loss=0.748, pair=22.000, adv=3.231, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   8%| | 26/333 [00:19<03:36,  1.42it/s, loss=1.414, pair=29.719, adv=3.212, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:52,  1.31it/s, loss=1.414, pair=29.719, adv=3.212, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   8%| | 27/333 [00:20<03:52,  1.31it/s, loss=0.779, pair=21.578, adv=3.164, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:39,  1.39it/s, loss=0.779, pair=21.578, adv=3.164, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   8%| | 28/333 [00:21<03:39,  1.39it/s, loss=0.865, pair=24.688, adv=3.177, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:58,  1.27it/s, loss=0.865, pair=24.688, adv=3.177, sprd=0.001
Ep 012/60 [S1→S2:ramp]:   9%| | 29/333 [00:22<03:58,  1.27it/s, loss=0.615, pair=16.984, adv=3.161, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   9%| | 30/333 [00:22<03:42,  1.36it/s, loss=0.615, pair=16.984, adv=3.161, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   9%| | 30/333 [00:23<03:42,  1.36it/s, loss=0.598, pair=14.852, adv=3.094, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   9%| | 31/333 [00:23<04:12,  1.19it/s, loss=0.598, pair=14.852, adv=3.094, sprd=0.002
Ep 012/60 [S1→S2:ramp]:   9%| | 31/333 [00:23<04:12,  1.19it/s, loss=0.633, pair=17.141, adv=3.122, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:50,  1.31it/s, loss=0.633, pair=17.141, adv=3.122, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  10%| | 32/333 [00:24<03:50,  1.31it/s, loss=0.860, pair=24.688, adv=3.029, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  10%| | 33/333 [00:24<03:51,  1.30it/s, loss=0.860, pair=24.688, adv=3.029, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  10%| | 33/333 [00:25<03:51,  1.30it/s, loss=0.717, pair=19.875, adv=3.077, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  10%| | 34/333 [00:25<03:36,  1.38it/s, loss=0.717, pair=19.875, adv=3.077, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  10%| | 34/333 [00:25<03:36,  1.38it/s, loss=0.777, pair=21.141, adv=2.993, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:43,  1.33it/s, loss=0.777, pair=21.141, adv=2.993, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  11%| | 35/333 [00:26<03:43,  1.33it/s, loss=0.735, pair=16.219, adv=3.037, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  11%| | 36/333 [00:26<03:30,  1.41it/s, loss=0.735, pair=16.219, adv=3.037, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  11%| | 36/333 [00:27<03:30,  1.41it/s, loss=0.745, pair=20.484, adv=2.962, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  11%| | 37/333 [00:27<03:37,  1.36it/s, loss=0.745, pair=20.484, adv=2.962, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  11%| | 37/333 [00:27<03:37,  1.36it/s, loss=0.402, pair=9.352, adv=2.851, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:23,  1.45it/s, loss=0.402, pair=9.352, adv=2.851, sprd=0.003]
Ep 012/60 [S1→S2:ramp]:  11%| | 38/333 [00:28<03:23,  1.45it/s, loss=0.758, pair=15.375, adv=2.808, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  12%| | 39/333 [00:28<03:30,  1.40it/s, loss=0.758, pair=15.375, adv=2.808, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  12%| | 39/333 [00:29<03:30,  1.40it/s, loss=0.588, pair=15.000, adv=2.912, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  12%| | 40/333 [00:29<03:17,  1.48it/s, loss=0.588, pair=15.000, adv=2.912, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  12%| | 40/333 [00:30<03:17,  1.48it/s, loss=0.570, pair=13.844, adv=2.854, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  12%| | 41/333 [00:30<03:27,  1.41it/s, loss=0.570, pair=13.844, adv=2.854, sprd=0.003
Ep 012/60 [S1→S2:ramp]:  12%| | 41/333 [00:30<03:27,  1.41it/s, loss=0.749, pair=20.047, adv=2.777, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:15,  1.49it/s, loss=0.749, pair=20.047, adv=2.777, sprd=0.002
Ep 012/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:31<03:15,  1.49it/s, loss=0.892, pair=22.766, adv=2.838, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:31<03:26,  1.41it/s, loss=0.892, pair=22.766, adv=2.838, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:32<03:26,  1.41it/s, loss=1.044, pair=15.148, adv=2.859, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:32<03:15,  1.48it/s, loss=1.044, pair=15.148, adv=2.859, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:32<03:15,  1.48it/s, loss=1.227, pair=19.234, adv=2.823, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:32<03:24,  1.41it/s, loss=1.227, pair=19.234, adv=2.823, sprd=0.004
Ep 012/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:33<03:24,  1.41it/s, loss=0.696, pair=18.562, adv=2.756, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:33<03:17,  1.45it/s, loss=0.696, pair=18.562, adv=2.756, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:34<03:17,  1.45it/s, loss=0.850, pair=10.742, adv=2.708, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:34<03:33,  1.34it/s, loss=0.850, pair=10.742, adv=2.708, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:34<03:33,  1.34it/s, loss=0.751, pair=11.672, adv=2.750, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:23,  1.40it/s, loss=0.751, pair=11.672, adv=2.750, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:36<03:23,  1.40it/s, loss=0.788, pair=12.617, adv=2.844, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:36<04:04,  1.16it/s, loss=0.788, pair=12.617, adv=2.844, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:36<04:04,  1.16it/s, loss=0.755, pair=10.242, adv=2.907, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:36<03:46,  1.25it/s, loss=0.755, pair=10.242, adv=2.907, sprd=0.018
Ep 012/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:37<03:46,  1.25it/s, loss=0.740, pair=12.555, adv=2.747, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:37<04:15,  1.10it/s, loss=0.740, pair=12.555, adv=2.747, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:38<04:15,  1.10it/s, loss=0.585, pair=11.078, adv=2.717, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:38<03:53,  1.20it/s, loss=0.585, pair=11.078, adv=2.717, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:39<03:53,  1.20it/s, loss=0.627, pair=11.359, adv=2.793, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:39<03:57,  1.18it/s, loss=0.627, pair=11.359, adv=2.793, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:40<03:57,  1.18it/s, loss=0.416, pair=6.637, adv=2.778, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:40<03:37,  1.28it/s, loss=0.416, pair=6.637, adv=2.778, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:41<03:37,  1.28it/s, loss=0.673, pair=13.336, adv=2.656, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:41<03:49,  1.21it/s, loss=0.673, pair=13.336, adv=2.656, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:41<03:49,  1.21it/s, loss=0.746, pair=12.820, adv=2.738, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:41<03:32,  1.30it/s, loss=0.746, pair=12.820, adv=2.738, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:42<03:32,  1.30it/s, loss=0.639, pair=11.492, adv=2.654, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:42<03:42,  1.24it/s, loss=0.639, pair=11.492, adv=2.654, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:43<03:42,  1.24it/s, loss=0.686, pair=13.992, adv=2.542, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:43<03:24,  1.34it/s, loss=0.686, pair=13.992, adv=2.542, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:43<03:24,  1.34it/s, loss=0.773, pair=12.195, adv=2.613, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:43<03:28,  1.31it/s, loss=0.773, pair=12.195, adv=2.613, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:44<03:28,  1.31it/s, loss=0.661, pair=14.953, adv=2.562, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:44<03:14,  1.41it/s, loss=0.661, pair=14.953, adv=2.562, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:45<03:14,  1.41it/s, loss=0.739, pair=9.562, adv=2.538, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:45<03:17,  1.38it/s, loss=0.739, pair=9.562, adv=2.538, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:45<03:17,  1.38it/s, loss=0.877, pair=21.609, adv=2.529, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:45<03:07,  1.45it/s, loss=0.877, pair=21.609, adv=2.529, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:46<03:07,  1.45it/s, loss=0.495, pair=7.793, adv=2.589, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:46<03:14,  1.39it/s, loss=0.495, pair=7.793, adv=2.589, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:47<03:14,  1.39it/s, loss=0.765, pair=15.688, adv=2.607, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:47<03:03,  1.46it/s, loss=0.765, pair=15.688, adv=2.607, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:48<03:03,  1.46it/s, loss=0.717, pair=10.164, adv=2.652, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:48<03:07,  1.43it/s, loss=0.717, pair=10.164, adv=2.652, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:48<03:07,  1.43it/s, loss=0.524, pair=9.469, adv=2.469, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:48<02:58,  1.50it/s, loss=0.524, pair=9.469, adv=2.469, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:49<02:58,  1.50it/s, loss=1.047, pair=9.539, adv=2.550, sprd=0.006]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:49<03:06,  1.42it/s, loss=1.047, pair=9.539, adv=2.550, sprd=0.006]
Ep 012/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:50<03:06,  1.42it/s, loss=0.864, pair=14.062, adv=2.586, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:50<02:57,  1.50it/s, loss=0.864, pair=14.062, adv=2.586, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:50<02:57,  1.50it/s, loss=0.661, pair=11.875, adv=2.461, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:50<03:15,  1.35it/s, loss=0.661, pair=11.875, adv=2.461, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:51<03:15,  1.35it/s, loss=0.581, pair=9.820, adv=2.360, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:51<03:01,  1.45it/s, loss=0.581, pair=9.820, adv=2.360, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:52<03:01,  1.45it/s, loss=0.794, pair=16.844, adv=2.552, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:52<03:13,  1.36it/s, loss=0.794, pair=16.844, adv=2.552, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:52<03:13,  1.36it/s, loss=0.647, pair=11.891, adv=2.529, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:52<03:01,  1.44it/s, loss=0.647, pair=11.891, adv=2.529, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:53<03:01,  1.44it/s, loss=0.805, pair=10.242, adv=2.428, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:53<03:10,  1.36it/s, loss=0.805, pair=10.242, adv=2.428, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:54<03:10,  1.36it/s, loss=1.083, pair=12.453, adv=2.518, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:54<02:59,  1.44it/s, loss=1.083, pair=12.453, adv=2.518, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:55<02:59,  1.44it/s, loss=0.583, pair=8.484, adv=2.463, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:55<03:04,  1.40it/s, loss=0.583, pair=8.484, adv=2.463, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:55<03:04,  1.40it/s, loss=0.604, pair=12.000, adv=2.456, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:55<02:54,  1.47it/s, loss=0.604, pair=12.000, adv=2.456, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:56<02:54,  1.47it/s, loss=0.652, pair=11.305, adv=2.339, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:56<02:59,  1.43it/s, loss=0.652, pair=11.305, adv=2.339, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:57<02:59,  1.43it/s, loss=0.729, pair=10.828, adv=2.367, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:57<02:51,  1.48it/s, loss=0.729, pair=10.828, adv=2.367, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:57<02:51,  1.48it/s, loss=0.520, pair=10.609, adv=2.358, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:57<02:59,  1.41it/s, loss=0.520, pair=10.609, adv=2.358, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:58<02:59,  1.41it/s, loss=0.624, pair=13.023, adv=2.207, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:58<02:51,  1.48it/s, loss=0.624, pair=13.023, adv=2.207, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:59<02:51,  1.48it/s, loss=0.522, pair=7.234, adv=2.296, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:59<02:59,  1.40it/s, loss=0.522, pair=7.234, adv=2.296, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:59<02:59,  1.40it/s, loss=0.598, pair=12.164, adv=2.303, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:59<02:48,  1.49it/s, loss=0.598, pair=12.164, adv=2.303, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:00<02:48,  1.49it/s, loss=0.604, pair=13.945, adv=2.266, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:00<02:54,  1.43it/s, loss=0.604, pair=13.945, adv=2.266, sprd=0.006
Ep 012/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:01<02:54,  1.43it/s, loss=0.448, pair=8.906, adv=2.354, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:01<02:45,  1.50it/s, loss=0.448, pair=8.906, adv=2.354, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:01<02:45,  1.50it/s, loss=0.678, pair=11.641, adv=2.274, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:01<02:51,  1.45it/s, loss=0.678, pair=11.641, adv=2.274, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:02<02:51,  1.45it/s, loss=0.542, pair=9.922, adv=2.308, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:02<02:45,  1.50it/s, loss=0.542, pair=9.922, adv=2.308, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:03<02:45,  1.50it/s, loss=0.464, pair=7.469, adv=2.325, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:03<02:58,  1.38it/s, loss=0.464, pair=7.469, adv=2.325, sprd=0.007]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:04<02:58,  1.38it/s, loss=0.411, pair=5.469, adv=2.258, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:04<02:46,  1.47it/s, loss=0.411, pair=5.469, adv=2.258, sprd=0.008]
Ep 012/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:04<02:46,  1.47it/s, loss=0.749, pair=11.406, adv=2.080, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:04<03:02,  1.33it/s, loss=0.749, pair=11.406, adv=2.080, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:05<03:02,  1.33it/s, loss=0.531, pair=9.312, adv=2.294, sprd=0.010]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:05<02:51,  1.42it/s, loss=0.531, pair=9.312, adv=2.294, sprd=0.010]
Ep 012/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:06<02:51,  1.42it/s, loss=0.606, pair=11.000, adv=2.149, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:06<02:54,  1.38it/s, loss=0.606, pair=11.000, adv=2.149, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:06<02:54,  1.38it/s, loss=0.507, pair=7.020, adv=2.187, sprd=0.013]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:06<02:47,  1.44it/s, loss=0.507, pair=7.020, adv=2.187, sprd=0.013]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:07<02:47,  1.44it/s, loss=0.698, pair=9.055, adv=2.150, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:07<02:50,  1.41it/s, loss=0.698, pair=9.055, adv=2.150, sprd=0.009]
Ep 012/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:08<02:50,  1.41it/s, loss=0.627, pair=10.844, adv=2.273, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:08<02:43,  1.46it/s, loss=0.627, pair=10.844, adv=2.273, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:09<02:43,  1.46it/s, loss=0.576, pair=10.344, adv=2.220, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:09<02:50,  1.39it/s, loss=0.576, pair=10.344, adv=2.220, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:09<02:50,  1.39it/s, loss=0.462, pair=7.039, adv=2.127, sprd=0.010]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:09<02:42,  1.46it/s, loss=0.462, pair=7.039, adv=2.127, sprd=0.010]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:10<02:42,  1.46it/s, loss=0.557, pair=6.398, adv=2.255, sprd=0.013]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:10<02:49,  1.39it/s, loss=0.557, pair=6.398, adv=2.255, sprd=0.013]
Ep 012/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:11<02:49,  1.39it/s, loss=0.611, pair=11.555, adv=2.078, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:11<02:40,  1.46it/s, loss=0.611, pair=11.555, adv=2.078, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:11<02:40,  1.46it/s, loss=0.582, pair=9.203, adv=2.191, sprd=0.010]
Ep 012/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:11<02:45,  1.41it/s, loss=0.582, pair=9.203, adv=2.191, sprd=0.010]
Ep 012/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:12<02:45,  1.41it/s, loss=0.490, pair=8.695, adv=2.127, sprd=0.012]
Ep 012/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:12<02:38,  1.47it/s, loss=0.490, pair=8.695, adv=2.127, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:13<02:38,  1.47it/s, loss=0.652, pair=7.707, adv=2.150, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:13<02:45,  1.40it/s, loss=0.652, pair=7.707, adv=2.150, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:13<02:45,  1.40it/s, loss=0.606, pair=10.219, adv=2.156, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:13<02:37,  1.46it/s, loss=0.606, pair=10.219, adv=2.156, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:14<02:37,  1.46it/s, loss=0.535, pair=8.375, adv=2.166, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:14<02:54,  1.32it/s, loss=0.535, pair=8.375, adv=2.166, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:15<02:54,  1.32it/s, loss=0.557, pair=9.797, adv=2.104, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:15<02:44,  1.39it/s, loss=0.557, pair=9.797, adv=2.104, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:16<02:44,  1.39it/s, loss=0.471, pair=7.516, adv=2.055, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:16<02:58,  1.28it/s, loss=0.471, pair=7.516, adv=2.055, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:17<02:58,  1.28it/s, loss=0.508, pair=9.531, adv=2.090, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:17<02:47,  1.36it/s, loss=0.508, pair=9.531, adv=2.090, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:17<02:47,  1.36it/s, loss=0.437, pair=6.090, adv=1.999, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:17<02:57,  1.27it/s, loss=0.437, pair=6.090, adv=1.999, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:18<02:57,  1.27it/s, loss=0.723, pair=9.508, adv=2.122, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:18<02:47,  1.34it/s, loss=0.723, pair=9.508, adv=2.122, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:19<02:47,  1.34it/s, loss=0.480, pair=7.754, adv=2.079, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:19<02:57,  1.27it/s, loss=0.480, pair=7.754, adv=2.079, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:20<02:57,  1.27it/s, loss=0.409, pair=6.035, adv=1.991, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:20<02:41,  1.38it/s, loss=0.409, pair=6.035, adv=1.991, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:20<02:41,  1.38it/s, loss=0.417, pair=5.910, adv=1.833, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:20<02:42,  1.37it/s, loss=0.417, pair=5.910, adv=1.833, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:21<02:42,  1.37it/s, loss=0.383, pair=6.039, adv=1.835, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:21<02:31,  1.46it/s, loss=0.383, pair=6.039, adv=1.835, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:22<02:31,  1.46it/s, loss=0.462, pair=5.418, adv=1.989, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:22<02:44,  1.34it/s, loss=0.462, pair=5.418, adv=1.989, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:22<02:44,  1.34it/s, loss=0.539, pair=10.055, adv=1.980, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:22<02:32,  1.44it/s, loss=0.539, pair=10.055, adv=1.980, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:23<02:32,  1.44it/s, loss=0.550, pair=9.539, adv=2.020, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:23<02:38,  1.38it/s, loss=0.550, pair=9.539, adv=2.020, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:24<02:38,  1.38it/s, loss=0.549, pair=9.664, adv=2.037, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:24<02:24,  1.50it/s, loss=0.549, pair=9.664, adv=2.037, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:24<02:24,  1.50it/s, loss=0.543, pair=9.211, adv=1.964, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:24<02:33,  1.41it/s, loss=0.543, pair=9.211, adv=1.964, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:25<02:33,  1.41it/s, loss=0.493, pair=8.328, adv=2.067, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:25<02:25,  1.47it/s, loss=0.493, pair=8.328, adv=2.067, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:26<02:25,  1.47it/s, loss=0.532, pair=10.414, adv=1.897, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:26<02:31,  1.41it/s, loss=0.532, pair=10.414, adv=1.897, sprd=0.00
Ep 012/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:26<02:31,  1.41it/s, loss=0.574, pair=9.438, adv=1.984, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:26<02:24,  1.48it/s, loss=0.574, pair=9.438, adv=1.984, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:27<02:24,  1.48it/s, loss=0.590, pair=10.281, adv=1.936, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:27<02:29,  1.42it/s, loss=0.590, pair=10.281, adv=1.936, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:28<02:29,  1.42it/s, loss=0.670, pair=6.227, adv=1.931, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:28<02:20,  1.50it/s, loss=0.670, pair=6.227, adv=1.931, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:29<02:20,  1.50it/s, loss=0.467, pair=5.438, adv=1.888, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:29<02:27,  1.43it/s, loss=0.467, pair=5.438, adv=1.888, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:29<02:27,  1.43it/s, loss=0.518, pair=8.453, adv=1.979, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:29<02:19,  1.50it/s, loss=0.518, pair=8.453, adv=1.979, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:30<02:19,  1.50it/s, loss=0.496, pair=7.684, adv=1.886, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:30<02:24,  1.44it/s, loss=0.496, pair=7.684, adv=1.886, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:31<02:24,  1.44it/s, loss=0.443, pair=5.734, adv=2.144, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:31<02:19,  1.48it/s, loss=0.443, pair=5.734, adv=2.144, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:31<02:19,  1.48it/s, loss=0.525, pair=5.578, adv=2.011, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:31<02:26,  1.41it/s, loss=0.525, pair=5.578, adv=2.011, sprd=0.017
Ep 012/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:32<02:26,  1.41it/s, loss=0.535, pair=5.270, adv=1.733, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:32<02:17,  1.50it/s, loss=0.535, pair=5.270, adv=1.733, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:33<02:17,  1.50it/s, loss=0.469, pair=5.414, adv=1.791, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:33<02:23,  1.42it/s, loss=0.469, pair=5.414, adv=1.791, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:33<02:23,  1.42it/s, loss=0.534, pair=7.004, adv=1.984, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:33<02:17,  1.47it/s, loss=0.534, pair=7.004, adv=1.984, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:34<02:17,  1.47it/s, loss=0.552, pair=6.297, adv=1.924, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:34<02:21,  1.43it/s, loss=0.552, pair=6.297, adv=1.924, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:35<02:21,  1.43it/s, loss=0.399, pair=4.062, adv=1.744, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:35<02:13,  1.50it/s, loss=0.399, pair=4.062, adv=1.744, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:35<02:13,  1.50it/s, loss=0.446, pair=5.172, adv=1.732, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:35<02:18,  1.45it/s, loss=0.446, pair=5.172, adv=1.732, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:36<02:18,  1.45it/s, loss=0.421, pair=5.316, adv=1.771, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:36<02:10,  1.53it/s, loss=0.421, pair=5.316, adv=1.771, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:37<02:10,  1.53it/s, loss=0.439, pair=5.043, adv=1.856, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:37<02:19,  1.42it/s, loss=0.439, pair=5.043, adv=1.856, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:37<02:19,  1.42it/s, loss=0.470, pair=5.859, adv=1.782, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:37<02:12,  1.49it/s, loss=0.470, pair=5.859, adv=1.782, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:38<02:12,  1.49it/s, loss=0.498, pair=5.215, adv=1.933, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:38<02:17,  1.42it/s, loss=0.498, pair=5.215, adv=1.933, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:39<02:17,  1.42it/s, loss=1.085, pair=7.344, adv=1.806, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:39<02:11,  1.49it/s, loss=1.085, pair=7.344, adv=1.806, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:40<02:11,  1.49it/s, loss=0.572, pair=4.895, adv=1.880, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:40<02:18,  1.40it/s, loss=0.572, pair=4.895, adv=1.880, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:40<02:18,  1.40it/s, loss=0.397, pair=4.176, adv=1.757, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:40<02:08,  1.50it/s, loss=0.397, pair=4.176, adv=1.757, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:41<02:08,  1.50it/s, loss=0.491, pair=6.086, adv=1.944, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:41<02:17,  1.40it/s, loss=0.491, pair=6.086, adv=1.944, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:42<02:17,  1.40it/s, loss=0.511, pair=6.711, adv=1.874, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:42<02:10,  1.46it/s, loss=0.511, pair=6.711, adv=1.874, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:42<02:10,  1.46it/s, loss=0.562, pair=5.512, adv=1.825, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:42<02:16,  1.39it/s, loss=0.562, pair=5.512, adv=1.825, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:43<02:16,  1.39it/s, loss=0.435, pair=5.410, adv=1.737, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:43<02:09,  1.46it/s, loss=0.435, pair=5.410, adv=1.737, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:44<02:09,  1.46it/s, loss=0.593, pair=6.234, adv=1.752, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:44<02:13,  1.41it/s, loss=0.593, pair=6.234, adv=1.752, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:44<02:13,  1.41it/s, loss=0.461, pair=4.723, adv=1.682, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:44<02:05,  1.49it/s, loss=0.461, pair=4.723, adv=1.682, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:45<02:05,  1.49it/s, loss=0.584, pair=5.723, adv=1.776, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:45<02:10,  1.43it/s, loss=0.584, pair=5.723, adv=1.776, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:46<02:10,  1.43it/s, loss=0.444, pair=6.723, adv=1.863, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:46<02:04,  1.48it/s, loss=0.444, pair=6.723, adv=1.863, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:46<02:04,  1.48it/s, loss=0.445, pair=4.676, adv=1.778, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:46<02:10,  1.41it/s, loss=0.445, pair=4.676, adv=1.778, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:47<02:10,  1.41it/s, loss=0.401, pair=4.469, adv=1.667, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:47<02:04,  1.47it/s, loss=0.401, pair=4.469, adv=1.667, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:48<02:04,  1.47it/s, loss=0.561, pair=6.637, adv=1.664, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:48<02:09,  1.41it/s, loss=0.561, pair=6.637, adv=1.664, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:48<02:09,  1.41it/s, loss=0.439, pair=5.395, adv=1.826, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:48<02:02,  1.48it/s, loss=0.439, pair=5.395, adv=1.826, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:49<02:02,  1.48it/s, loss=0.439, pair=5.094, adv=1.708, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:49<02:07,  1.41it/s, loss=0.439, pair=5.094, adv=1.708, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:50<02:07,  1.41it/s, loss=0.476, pair=5.594, adv=1.592, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:50<02:00,  1.49it/s, loss=0.476, pair=5.594, adv=1.592, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:51<02:00,  1.49it/s, loss=0.599, pair=5.637, adv=1.823, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:51<02:12,  1.35it/s, loss=0.599, pair=5.637, adv=1.823, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:51<02:12,  1.35it/s, loss=0.508, pair=8.398, adv=1.731, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:51<02:05,  1.41it/s, loss=0.508, pair=8.398, adv=1.731, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:52<02:05,  1.41it/s, loss=0.492, pair=7.004, adv=1.730, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:52<02:24,  1.21it/s, loss=0.492, pair=7.004, adv=1.730, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:53<02:24,  1.21it/s, loss=0.418, pair=5.250, adv=1.598, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:53<02:15,  1.29it/s, loss=0.418, pair=5.250, adv=1.598, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:55<02:15,  1.29it/s, loss=0.992, pair=5.695, adv=1.951, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:55<02:55,  1.01s/it, loss=0.992, pair=5.695, adv=1.951, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:55<02:55,  1.01s/it, loss=0.441, pair=5.215, adv=1.680, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:55<02:36,  1.11it/s, loss=0.441, pair=5.215, adv=1.680, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:56<02:36,  1.11it/s, loss=0.583, pair=10.430, adv=1.680, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:56<02:35,  1.10it/s, loss=0.583, pair=10.430, adv=1.680, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:57<02:35,  1.10it/s, loss=0.474, pair=5.992, adv=1.654, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:57<02:21,  1.21it/s, loss=0.474, pair=5.992, adv=1.654, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:58<02:21,  1.21it/s, loss=0.412, pair=4.777, adv=1.812, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:58<02:24,  1.17it/s, loss=0.412, pair=4.777, adv=1.812, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:58<02:24,  1.17it/s, loss=0.490, pair=6.406, adv=1.581, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:58<02:11,  1.29it/s, loss=0.490, pair=6.406, adv=1.581, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:59<02:11,  1.29it/s, loss=0.555, pair=7.844, adv=1.707, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:59<02:17,  1.22it/s, loss=0.555, pair=7.844, adv=1.707, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  50%|▍| 165/333 [02:00<02:17,  1.22it/s, loss=0.419, pair=4.750, adv=1.524, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:00<02:05,  1.33it/s, loss=0.419, pair=4.750, adv=1.524, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:01<02:05,  1.33it/s, loss=0.540, pair=6.500, adv=1.588, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:01<02:05,  1.32it/s, loss=0.540, pair=6.500, adv=1.588, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:01<02:05,  1.32it/s, loss=0.422, pair=5.219, adv=1.664, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:01<01:56,  1.41it/s, loss=0.422, pair=5.219, adv=1.664, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:02<01:56,  1.41it/s, loss=0.459, pair=5.449, adv=1.749, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:02<02:02,  1.34it/s, loss=0.459, pair=5.449, adv=1.749, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:03<02:02,  1.34it/s, loss=0.425, pair=5.883, adv=1.668, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:03<01:54,  1.43it/s, loss=0.425, pair=5.883, adv=1.668, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:04<01:54,  1.43it/s, loss=0.524, pair=3.674, adv=1.679, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:04<01:57,  1.38it/s, loss=0.524, pair=3.674, adv=1.679, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:04<01:57,  1.38it/s, loss=0.420, pair=4.254, adv=1.688, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:04<01:51,  1.45it/s, loss=0.420, pair=4.254, adv=1.688, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:05<01:51,  1.45it/s, loss=0.533, pair=4.902, adv=1.618, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:05<01:54,  1.39it/s, loss=0.533, pair=4.902, adv=1.618, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:06<01:54,  1.39it/s, loss=0.581, pair=8.375, adv=1.759, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:06<01:50,  1.44it/s, loss=0.581, pair=8.375, adv=1.759, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:06<01:50,  1.44it/s, loss=0.515, pair=5.336, adv=1.673, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:06<02:01,  1.30it/s, loss=0.515, pair=5.336, adv=1.673, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:07<02:01,  1.30it/s, loss=0.430, pair=4.371, adv=1.637, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:07<01:52,  1.40it/s, loss=0.430, pair=4.371, adv=1.637, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:08<01:52,  1.40it/s, loss=0.573, pair=6.289, adv=1.635, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:08<01:55,  1.35it/s, loss=0.573, pair=6.289, adv=1.635, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:08<01:55,  1.35it/s, loss=0.508, pair=6.641, adv=1.532, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:08<01:47,  1.45it/s, loss=0.508, pair=6.641, adv=1.532, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:09<01:47,  1.45it/s, loss=0.458, pair=6.750, adv=1.613, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:09<01:51,  1.38it/s, loss=0.458, pair=6.750, adv=1.613, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:10<01:51,  1.38it/s, loss=0.498, pair=7.078, adv=1.663, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:10<01:45,  1.45it/s, loss=0.498, pair=7.078, adv=1.663, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:11<01:45,  1.45it/s, loss=0.576, pair=7.070, adv=1.654, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:11<01:48,  1.40it/s, loss=0.576, pair=7.070, adv=1.654, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:11<01:48,  1.40it/s, loss=0.422, pair=5.934, adv=1.691, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:11<01:42,  1.48it/s, loss=0.422, pair=5.934, adv=1.691, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:12<01:42,  1.48it/s, loss=0.511, pair=8.172, adv=1.713, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:12<01:48,  1.39it/s, loss=0.511, pair=8.172, adv=1.713, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:13<01:48,  1.39it/s, loss=0.436, pair=4.480, adv=1.630, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:13<01:42,  1.45it/s, loss=0.436, pair=4.480, adv=1.630, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:13<01:42,  1.45it/s, loss=0.431, pair=5.266, adv=1.587, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:13<01:45,  1.40it/s, loss=0.431, pair=5.266, adv=1.587, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:14<01:45,  1.40it/s, loss=0.446, pair=6.773, adv=1.685, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:14<01:40,  1.47it/s, loss=0.446, pair=6.773, adv=1.685, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:15<01:40,  1.47it/s, loss=0.480, pair=6.641, adv=1.553, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:15<01:44,  1.40it/s, loss=0.480, pair=6.641, adv=1.553, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:15<01:44,  1.40it/s, loss=0.429, pair=6.746, adv=1.475, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:15<01:38,  1.48it/s, loss=0.429, pair=6.746, adv=1.475, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:16<01:38,  1.48it/s, loss=0.361, pair=4.168, adv=1.640, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:16<01:41,  1.42it/s, loss=0.361, pair=4.168, adv=1.640, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:17<01:41,  1.42it/s, loss=0.432, pair=5.953, adv=1.626, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:17<01:37,  1.47it/s, loss=0.432, pair=5.953, adv=1.626, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:18<01:37,  1.47it/s, loss=0.914, pair=10.477, adv=1.507, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:18<01:40,  1.41it/s, loss=0.914, pair=10.477, adv=1.507, sprd=0.01
Ep 012/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:18<01:40,  1.41it/s, loss=0.377, pair=4.871, adv=1.388, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:18<01:34,  1.49it/s, loss=0.377, pair=4.871, adv=1.388, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:19<01:34,  1.49it/s, loss=0.499, pair=8.398, adv=1.618, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:19<01:39,  1.41it/s, loss=0.499, pair=8.398, adv=1.618, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:20<01:39,  1.41it/s, loss=0.442, pair=6.281, adv=1.450, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:20<01:33,  1.49it/s, loss=0.442, pair=6.281, adv=1.450, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:20<01:33,  1.49it/s, loss=0.416, pair=4.898, adv=1.570, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:20<01:37,  1.42it/s, loss=0.416, pair=4.898, adv=1.570, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:21<01:37,  1.42it/s, loss=0.416, pair=5.809, adv=1.314, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:21<01:31,  1.50it/s, loss=0.416, pair=5.809, adv=1.314, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:22<01:31,  1.50it/s, loss=0.455, pair=5.734, adv=1.555, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:22<01:35,  1.43it/s, loss=0.455, pair=5.734, adv=1.555, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:22<01:35,  1.43it/s, loss=0.478, pair=7.906, adv=1.489, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:22<01:29,  1.51it/s, loss=0.478, pair=7.906, adv=1.489, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:23<01:29,  1.51it/s, loss=2.321, pair=9.164, adv=1.606, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:23<01:36,  1.38it/s, loss=2.321, pair=9.164, adv=1.606, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:24<01:36,  1.38it/s, loss=0.441, pair=5.703, adv=1.638, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:24<01:32,  1.44it/s, loss=0.441, pair=5.703, adv=1.638, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:25<01:32,  1.44it/s, loss=0.527, pair=8.250, adv=1.490, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:25<01:40,  1.31it/s, loss=0.527, pair=8.250, adv=1.490, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:25<01:40,  1.31it/s, loss=0.381, pair=5.598, adv=1.305, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:25<01:33,  1.40it/s, loss=0.381, pair=5.598, adv=1.305, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:26<01:33,  1.40it/s, loss=0.412, pair=5.102, adv=1.507, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:26<01:35,  1.37it/s, loss=0.412, pair=5.102, adv=1.507, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:27<01:35,  1.37it/s, loss=0.411, pair=5.512, adv=1.614, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:27<01:30,  1.43it/s, loss=0.411, pair=5.512, adv=1.614, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:27<01:30,  1.43it/s, loss=0.499, pair=7.969, adv=1.582, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:27<01:31,  1.40it/s, loss=0.499, pair=7.969, adv=1.582, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:28<01:31,  1.40it/s, loss=0.344, pair=3.742, adv=1.476, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:28<01:25,  1.48it/s, loss=0.344, pair=3.742, adv=1.476, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:29<01:25,  1.48it/s, loss=0.457, pair=6.039, adv=1.589, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:29<01:30,  1.39it/s, loss=0.457, pair=6.039, adv=1.589, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:29<01:30,  1.39it/s, loss=0.426, pair=5.281, adv=1.610, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:29<01:25,  1.47it/s, loss=0.426, pair=5.281, adv=1.610, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:30<01:25,  1.47it/s, loss=0.712, pair=8.250, adv=1.560, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:30<01:28,  1.40it/s, loss=0.712, pair=8.250, adv=1.560, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:31<01:28,  1.40it/s, loss=0.488, pair=5.441, adv=1.569, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:31<01:23,  1.47it/s, loss=0.488, pair=5.441, adv=1.569, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:32<01:23,  1.47it/s, loss=0.527, pair=8.672, adv=1.524, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:32<01:30,  1.35it/s, loss=0.527, pair=8.672, adv=1.524, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:32<01:30,  1.35it/s, loss=0.487, pair=6.926, adv=1.418, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:32<01:25,  1.41it/s, loss=0.487, pair=6.926, adv=1.418, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:33<01:25,  1.41it/s, loss=0.610, pair=5.863, adv=1.465, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:33<01:32,  1.29it/s, loss=0.610, pair=5.863, adv=1.465, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:34<01:32,  1.29it/s, loss=0.400, pair=5.242, adv=1.406, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:34<01:27,  1.37it/s, loss=0.400, pair=5.242, adv=1.406, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:35<01:27,  1.37it/s, loss=0.421, pair=5.074, adv=1.716, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:35<01:34,  1.25it/s, loss=0.421, pair=5.074, adv=1.716, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:35<01:34,  1.25it/s, loss=0.403, pair=5.816, adv=1.302, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:35<01:26,  1.35it/s, loss=0.403, pair=5.816, adv=1.302, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:36<01:26,  1.35it/s, loss=0.530, pair=5.977, adv=1.436, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:36<01:30,  1.28it/s, loss=0.530, pair=5.977, adv=1.436, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:37<01:30,  1.28it/s, loss=0.449, pair=6.852, adv=1.508, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:37<01:24,  1.36it/s, loss=0.449, pair=6.852, adv=1.508, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:38<01:24,  1.36it/s, loss=0.409, pair=4.707, adv=1.461, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:38<01:29,  1.28it/s, loss=0.409, pair=4.707, adv=1.461, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:38<01:29,  1.28it/s, loss=0.507, pair=8.500, adv=1.594, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:38<01:22,  1.37it/s, loss=0.507, pair=8.500, adv=1.594, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:39<01:22,  1.37it/s, loss=0.460, pair=6.547, adv=1.268, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:39<01:26,  1.30it/s, loss=0.460, pair=6.547, adv=1.268, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:40<01:26,  1.30it/s, loss=0.445, pair=6.957, adv=1.535, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:40<01:20,  1.39it/s, loss=0.445, pair=6.957, adv=1.535, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:41<01:20,  1.39it/s, loss=0.853, pair=8.656, adv=1.378, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:41<01:20,  1.37it/s, loss=0.853, pair=8.656, adv=1.378, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:41<01:20,  1.37it/s, loss=0.379, pair=5.328, adv=1.408, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:41<01:14,  1.46it/s, loss=0.379, pair=5.328, adv=1.408, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:42<01:14,  1.46it/s, loss=0.598, pair=6.430, adv=1.504, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:42<01:16,  1.42it/s, loss=0.598, pair=6.430, adv=1.504, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:43<01:16,  1.42it/s, loss=0.441, pair=7.027, adv=1.391, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:43<01:11,  1.50it/s, loss=0.441, pair=7.027, adv=1.391, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:43<01:11,  1.50it/s, loss=0.557, pair=6.004, adv=1.388, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:43<01:17,  1.37it/s, loss=0.557, pair=6.004, adv=1.388, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:44<01:17,  1.37it/s, loss=0.523, pair=7.332, adv=1.419, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:44<01:12,  1.45it/s, loss=0.523, pair=7.332, adv=1.419, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:45<01:12,  1.45it/s, loss=0.545, pair=6.980, adv=1.600, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:45<01:15,  1.38it/s, loss=0.545, pair=6.980, adv=1.600, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:45<01:15,  1.38it/s, loss=0.368, pair=3.951, adv=1.515, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:45<01:09,  1.48it/s, loss=0.368, pair=3.951, adv=1.515, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:46<01:09,  1.48it/s, loss=0.521, pair=9.883, adv=1.375, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:46<01:11,  1.42it/s, loss=0.521, pair=9.883, adv=1.375, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:47<01:11,  1.42it/s, loss=0.528, pair=7.422, adv=1.499, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:47<01:07,  1.49it/s, loss=0.528, pair=7.422, adv=1.499, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:48<01:07,  1.49it/s, loss=0.388, pair=4.219, adv=1.246, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:48<01:10,  1.42it/s, loss=0.388, pair=4.219, adv=1.246, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:48<01:10,  1.42it/s, loss=0.444, pair=4.812, adv=1.389, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:48<01:07,  1.48it/s, loss=0.444, pair=4.812, adv=1.389, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:49<01:07,  1.48it/s, loss=0.422, pair=4.793, adv=1.605, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:49<01:09,  1.40it/s, loss=0.422, pair=4.793, adv=1.605, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:50<01:09,  1.40it/s, loss=0.438, pair=6.414, adv=1.380, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:50<01:06,  1.45it/s, loss=0.438, pair=6.414, adv=1.380, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:50<01:06,  1.45it/s, loss=0.462, pair=6.098, adv=1.247, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:50<01:11,  1.34it/s, loss=0.462, pair=6.098, adv=1.247, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:51<01:11,  1.34it/s, loss=0.404, pair=4.578, adv=1.378, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:51<01:06,  1.43it/s, loss=0.404, pair=4.578, adv=1.378, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:52<01:06,  1.43it/s, loss=0.414, pair=4.926, adv=1.505, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:52<01:08,  1.38it/s, loss=0.414, pair=4.926, adv=1.505, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:52<01:08,  1.38it/s, loss=0.494, pair=5.832, adv=1.524, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:52<01:04,  1.45it/s, loss=0.494, pair=5.832, adv=1.524, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:53<01:04,  1.45it/s, loss=0.465, pair=5.312, adv=1.316, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:53<01:10,  1.30it/s, loss=0.465, pair=5.312, adv=1.316, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:54<01:10,  1.30it/s, loss=0.452, pair=5.824, adv=1.403, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:54<01:05,  1.39it/s, loss=0.452, pair=5.824, adv=1.403, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:55<01:05,  1.39it/s, loss=0.472, pair=7.117, adv=1.335, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:55<01:06,  1.36it/s, loss=0.472, pair=7.117, adv=1.335, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:55<01:06,  1.36it/s, loss=0.373, pair=3.312, adv=1.371, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:55<01:01,  1.46it/s, loss=0.373, pair=3.312, adv=1.371, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:56<01:01,  1.46it/s, loss=0.398, pair=5.207, adv=1.351, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:56<01:03,  1.39it/s, loss=0.398, pair=5.207, adv=1.351, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:57<01:03,  1.39it/s, loss=0.370, pair=5.055, adv=1.347, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:57<01:00,  1.45it/s, loss=0.370, pair=5.055, adv=1.347, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:58<01:00,  1.45it/s, loss=0.421, pair=4.395, adv=1.364, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:58<01:02,  1.39it/s, loss=0.421, pair=4.395, adv=1.364, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:58<01:02,  1.39it/s, loss=0.448, pair=4.496, adv=1.274, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:58<00:57,  1.47it/s, loss=0.448, pair=4.496, adv=1.274, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:59<00:57,  1.47it/s, loss=0.388, pair=4.234, adv=1.372, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:59<00:59,  1.42it/s, loss=0.388, pair=4.234, adv=1.372, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  75%|▋| 249/333 [03:00<00:59,  1.42it/s, loss=0.504, pair=6.695, adv=1.257, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  75%|▊| 250/333 [03:00<00:55,  1.50it/s, loss=0.504, pair=6.695, adv=1.257, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  75%|▊| 250/333 [03:00<00:55,  1.50it/s, loss=0.407, pair=4.395, adv=1.284, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  75%|▊| 251/333 [03:00<00:56,  1.45it/s, loss=0.407, pair=4.395, adv=1.284, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  75%|▊| 251/333 [03:01<00:56,  1.45it/s, loss=0.494, pair=5.301, adv=1.490, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:01<00:54,  1.50it/s, loss=0.494, pair=5.301, adv=1.490, sprd=0.015
Ep 012/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:02<00:54,  1.50it/s, loss=0.465, pair=6.199, adv=1.318, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:02<00:55,  1.43it/s, loss=0.465, pair=6.199, adv=1.318, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:02<00:55,  1.43it/s, loss=0.403, pair=4.875, adv=1.364, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:02<00:53,  1.48it/s, loss=0.403, pair=4.875, adv=1.364, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:03<00:53,  1.48it/s, loss=0.444, pair=4.520, adv=1.358, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:03<00:54,  1.42it/s, loss=0.444, pair=4.520, adv=1.358, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:04<00:54,  1.42it/s, loss=0.391, pair=5.703, adv=1.424, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:04<00:51,  1.49it/s, loss=0.391, pair=5.703, adv=1.424, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:04<00:51,  1.49it/s, loss=0.488, pair=7.629, adv=1.421, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:04<00:53,  1.43it/s, loss=0.488, pair=7.629, adv=1.421, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:05<00:53,  1.43it/s, loss=0.523, pair=8.547, adv=1.211, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:05<00:50,  1.49it/s, loss=0.523, pair=8.547, adv=1.211, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:06<00:50,  1.49it/s, loss=0.557, pair=5.664, adv=1.444, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:06<00:52,  1.41it/s, loss=0.557, pair=5.664, adv=1.444, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:06<00:52,  1.41it/s, loss=0.382, pair=4.766, adv=1.348, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:06<00:49,  1.48it/s, loss=0.382, pair=4.766, adv=1.348, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:07<00:49,  1.48it/s, loss=0.558, pair=6.023, adv=1.414, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:07<00:52,  1.36it/s, loss=0.558, pair=6.023, adv=1.414, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:08<00:52,  1.36it/s, loss=0.488, pair=6.332, adv=1.402, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:08<00:50,  1.41it/s, loss=0.488, pair=6.332, adv=1.402, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:09<00:50,  1.41it/s, loss=0.455, pair=6.602, adv=1.354, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:09<00:55,  1.25it/s, loss=0.455, pair=6.602, adv=1.354, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:10<00:55,  1.25it/s, loss=0.385, pair=4.820, adv=1.411, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:10<00:51,  1.34it/s, loss=0.385, pair=4.820, adv=1.411, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:11<00:51,  1.34it/s, loss=0.354, pair=4.047, adv=1.318, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:11<00:58,  1.16it/s, loss=0.354, pair=4.047, adv=1.318, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:11<00:58,  1.16it/s, loss=0.427, pair=5.426, adv=1.467, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:11<00:54,  1.24it/s, loss=0.427, pair=5.426, adv=1.467, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:13<00:54,  1.24it/s, loss=0.441, pair=4.883, adv=1.405, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:13<01:07,  1.03s/it, loss=0.441, pair=4.883, adv=1.405, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:14<01:07,  1.03s/it, loss=0.423, pair=5.934, adv=1.269, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:14<00:59,  1.09it/s, loss=0.423, pair=5.934, adv=1.269, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:15<00:59,  1.09it/s, loss=0.612, pair=5.922, adv=1.487, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:15<01:01,  1.04it/s, loss=0.612, pair=5.922, adv=1.487, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:15<01:01,  1.04it/s, loss=0.448, pair=5.621, adv=1.400, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:15<00:54,  1.15it/s, loss=0.448, pair=5.621, adv=1.400, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:16<00:54,  1.15it/s, loss=0.410, pair=4.383, adv=1.225, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:16<00:52,  1.19it/s, loss=0.410, pair=4.383, adv=1.225, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:17<00:52,  1.19it/s, loss=0.413, pair=5.828, adv=1.235, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:17<00:47,  1.30it/s, loss=0.413, pair=5.828, adv=1.235, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:17<00:47,  1.30it/s, loss=0.537, pair=4.480, adv=1.407, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:17<00:45,  1.31it/s, loss=0.537, pair=4.480, adv=1.407, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:18<00:45,  1.31it/s, loss=0.348, pair=3.893, adv=1.431, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:18<00:42,  1.40it/s, loss=0.348, pair=3.893, adv=1.431, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:19<00:42,  1.40it/s, loss=0.543, pair=5.746, adv=1.299, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:19<00:45,  1.28it/s, loss=0.543, pair=5.746, adv=1.299, sprd=0.016
Ep 012/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:20<00:45,  1.28it/s, loss=0.441, pair=4.879, adv=1.348, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:20<00:41,  1.37it/s, loss=0.441, pair=4.879, adv=1.348, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:20<00:41,  1.37it/s, loss=0.416, pair=3.816, adv=1.266, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:20<00:42,  1.33it/s, loss=0.416, pair=3.816, adv=1.266, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:21<00:42,  1.33it/s, loss=0.491, pair=5.121, adv=1.411, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:21<00:38,  1.41it/s, loss=0.491, pair=5.121, adv=1.411, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:22<00:38,  1.41it/s, loss=0.441, pair=6.621, adv=1.415, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:22<00:39,  1.36it/s, loss=0.441, pair=6.621, adv=1.415, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:22<00:39,  1.36it/s, loss=0.412, pair=5.621, adv=1.192, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:22<00:36,  1.44it/s, loss=0.412, pair=5.621, adv=1.192, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:23<00:36,  1.44it/s, loss=0.438, pair=6.531, adv=1.173, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:23<00:38,  1.36it/s, loss=0.438, pair=6.531, adv=1.173, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:24<00:38,  1.36it/s, loss=0.421, pair=5.438, adv=1.414, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:24<00:35,  1.44it/s, loss=0.421, pair=5.438, adv=1.414, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:25<00:35,  1.44it/s, loss=0.345, pair=2.709, adv=1.295, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:25<00:35,  1.39it/s, loss=0.345, pair=2.709, adv=1.295, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:25<00:35,  1.39it/s, loss=0.408, pair=5.258, adv=1.256, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:25<00:34,  1.43it/s, loss=0.408, pair=5.258, adv=1.256, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:26<00:34,  1.43it/s, loss=0.481, pair=6.625, adv=1.328, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:26<00:40,  1.20it/s, loss=0.481, pair=6.625, adv=1.328, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:27<00:40,  1.20it/s, loss=0.393, pair=2.721, adv=1.298, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:27<00:43,  1.09it/s, loss=0.393, pair=2.721, adv=1.298, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:29<00:43,  1.09it/s, loss=0.706, pair=6.438, adv=1.255, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:29<00:48,  1.04s/it, loss=0.706, pair=6.438, adv=1.255, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:30<00:48,  1.04s/it, loss=0.945, pair=3.502, adv=1.422, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:30<00:49,  1.09s/it, loss=0.945, pair=3.502, adv=1.422, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:31<00:49,  1.09s/it, loss=0.474, pair=4.469, adv=1.436, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:31<00:52,  1.20s/it, loss=0.474, pair=4.469, adv=1.436, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:33<00:52,  1.20s/it, loss=0.404, pair=4.598, adv=1.311, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:33<00:50,  1.17s/it, loss=0.404, pair=4.598, adv=1.311, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:34<00:50,  1.17s/it, loss=0.458, pair=4.672, adv=1.482, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:34<00:53,  1.27s/it, loss=0.458, pair=4.672, adv=1.482, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:35<00:53,  1.27s/it, loss=0.418, pair=6.328, adv=1.336, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:35<00:49,  1.21s/it, loss=0.418, pair=6.328, adv=1.336, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:37<00:49,  1.21s/it, loss=0.367, pair=4.723, adv=1.327, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:37<00:49,  1.25s/it, loss=0.367, pair=4.723, adv=1.327, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:38<00:49,  1.25s/it, loss=0.430, pair=5.914, adv=1.428, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:38<00:48,  1.24s/it, loss=0.430, pair=5.914, adv=1.428, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:39<00:48,  1.24s/it, loss=0.392, pair=3.916, adv=1.337, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:39<00:50,  1.32s/it, loss=0.392, pair=3.916, adv=1.337, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:40<00:50,  1.32s/it, loss=0.454, pair=6.945, adv=1.323, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:40<00:46,  1.25s/it, loss=0.454, pair=6.945, adv=1.323, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:41<00:46,  1.25s/it, loss=0.410, pair=5.168, adv=1.408, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:41<00:43,  1.20s/it, loss=0.410, pair=5.168, adv=1.408, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:42<00:43,  1.20s/it, loss=0.340, pair=2.916, adv=1.301, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:42<00:37,  1.06s/it, loss=0.340, pair=2.916, adv=1.301, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:43<00:37,  1.06s/it, loss=0.386, pair=3.430, adv=1.302, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:43<00:34,  1.02s/it, loss=0.386, pair=3.430, adv=1.302, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:44<00:34,  1.02s/it, loss=0.373, pair=4.152, adv=1.176, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:44<00:30,  1.08it/s, loss=0.373, pair=4.152, adv=1.176, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:45<00:30,  1.08it/s, loss=0.475, pair=6.418, adv=1.346, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:45<00:29,  1.08it/s, loss=0.475, pair=6.418, adv=1.346, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:45<00:29,  1.08it/s, loss=0.374, pair=4.398, adv=1.370, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:45<00:26,  1.15it/s, loss=0.374, pair=4.398, adv=1.370, sprd=0.013
Ep 012/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:46<00:26,  1.15it/s, loss=0.439, pair=4.902, adv=1.210, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:46<00:26,  1.13it/s, loss=0.439, pair=4.902, adv=1.210, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:47<00:26,  1.13it/s, loss=0.369, pair=4.648, adv=1.249, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:47<00:24,  1.20it/s, loss=0.369, pair=4.648, adv=1.249, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:48<00:24,  1.20it/s, loss=0.424, pair=4.645, adv=1.378, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:48<00:24,  1.16it/s, loss=0.424, pair=4.645, adv=1.378, sprd=0.014
Ep 012/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:49<00:24,  1.16it/s, loss=0.374, pair=4.883, adv=1.281, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:49<00:22,  1.21it/s, loss=0.374, pair=4.883, adv=1.281, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:50<00:22,  1.21it/s, loss=0.475, pair=5.879, adv=1.448, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:50<00:22,  1.14it/s, loss=0.475, pair=5.879, adv=1.448, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:50<00:22,  1.14it/s, loss=0.436, pair=6.363, adv=1.287, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:50<00:20,  1.19it/s, loss=0.436, pair=6.363, adv=1.287, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:51<00:20,  1.19it/s, loss=0.569, pair=3.477, adv=1.210, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:51<00:20,  1.16it/s, loss=0.569, pair=3.477, adv=1.210, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:52<00:20,  1.16it/s, loss=0.423, pair=6.438, adv=1.301, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:52<00:19,  1.20it/s, loss=0.423, pair=6.438, adv=1.301, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:53<00:19,  1.20it/s, loss=0.322, pair=2.510, adv=1.227, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:53<00:19,  1.12it/s, loss=0.322, pair=2.510, adv=1.227, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:54<00:19,  1.12it/s, loss=0.382, pair=4.336, adv=1.383, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:54<00:18,  1.16it/s, loss=0.382, pair=4.336, adv=1.383, sprd=0.012
Ep 012/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:55<00:18,  1.16it/s, loss=0.379, pair=4.949, adv=1.170, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:55<00:17,  1.13it/s, loss=0.379, pair=4.949, adv=1.170, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:56<00:17,  1.13it/s, loss=0.387, pair=6.082, adv=1.369, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:56<00:16,  1.18it/s, loss=0.387, pair=6.082, adv=1.369, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:57<00:16,  1.18it/s, loss=0.436, pair=6.418, adv=1.264, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:57<00:15,  1.14it/s, loss=0.436, pair=6.418, adv=1.264, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:57<00:15,  1.14it/s, loss=0.407, pair=5.746, adv=1.425, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:57<00:14,  1.18it/s, loss=0.407, pair=5.746, adv=1.425, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:58<00:14,  1.18it/s, loss=0.424, pair=6.422, adv=1.284, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:58<00:14,  1.10it/s, loss=0.424, pair=6.422, adv=1.284, sprd=0.007
Ep 012/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:59<00:14,  1.10it/s, loss=0.353, pair=4.770, adv=1.311, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:59<00:13,  1.15it/s, loss=0.353, pair=4.770, adv=1.311, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  95%|▉| 318/333 [04:00<00:13,  1.15it/s, loss=0.506, pair=4.723, adv=1.212, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  96%|▉| 319/333 [04:00<00:12,  1.11it/s, loss=0.506, pair=4.723, adv=1.212, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  96%|▉| 319/333 [04:01<00:12,  1.11it/s, loss=0.460, pair=7.020, adv=1.224, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  96%|▉| 320/333 [04:01<00:11,  1.15it/s, loss=0.460, pair=7.020, adv=1.224, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  96%|▉| 320/333 [04:02<00:11,  1.15it/s, loss=0.532, pair=7.023, adv=1.347, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  96%|▉| 321/333 [04:02<00:10,  1.10it/s, loss=0.532, pair=7.023, adv=1.347, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  96%|▉| 321/333 [04:03<00:10,  1.10it/s, loss=0.436, pair=5.871, adv=1.389, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  97%|▉| 322/333 [04:03<00:09,  1.14it/s, loss=0.436, pair=5.871, adv=1.389, sprd=0.008
Ep 012/60 [S1→S2:ramp]:  97%|▉| 322/333 [04:04<00:09,  1.14it/s, loss=0.374, pair=4.270, adv=1.127, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  97%|▉| 323/333 [04:04<00:09,  1.08it/s, loss=0.374, pair=4.270, adv=1.127, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  97%|▉| 323/333 [04:05<00:09,  1.08it/s, loss=0.434, pair=6.605, adv=1.226, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  97%|▉| 324/333 [04:05<00:07,  1.13it/s, loss=0.434, pair=6.605, adv=1.226, sprd=0.011
Ep 012/60 [S1→S2:ramp]:  97%|▉| 324/333 [04:06<00:07,  1.13it/s, loss=0.481, pair=6.977, adv=1.293, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  98%|▉| 325/333 [04:06<00:07,  1.07it/s, loss=0.481, pair=6.977, adv=1.293, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  98%|▉| 325/333 [04:06<00:07,  1.07it/s, loss=0.401, pair=5.508, adv=1.145, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  98%|▉| 326/333 [04:06<00:06,  1.15it/s, loss=0.401, pair=5.508, adv=1.145, sprd=0.005
Ep 012/60 [S1→S2:ramp]:  98%|▉| 326/333 [04:07<00:06,  1.15it/s, loss=0.452, pair=6.605, adv=1.324, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  98%|▉| 327/333 [04:07<00:05,  1.08it/s, loss=0.452, pair=6.605, adv=1.324, sprd=0.010
Ep 012/60 [S1→S2:ramp]:  98%|▉| 327/333 [04:08<00:05,  1.08it/s, loss=0.353, pair=4.879, adv=1.201, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  98%|▉| 328/333 [04:08<00:04,  1.13it/s, loss=0.353, pair=4.879, adv=1.201, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  98%|▉| 328/333 [04:09<00:04,  1.13it/s, loss=0.371, pair=5.016, adv=1.224, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  99%|▉| 329/333 [04:09<00:03,  1.10it/s, loss=0.371, pair=5.016, adv=1.224, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  99%|▉| 329/333 [04:10<00:03,  1.10it/s, loss=0.376, pair=5.762, adv=1.181, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  99%|▉| 330/333 [04:10<00:02,  1.15it/s, loss=0.376, pair=5.762, adv=1.181, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  99%|▉| 330/333 [04:11<00:02,  1.15it/s, loss=0.526, pair=7.512, adv=1.392, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  99%|▉| 331/333 [04:11<00:01,  1.10it/s, loss=0.526, pair=7.512, adv=1.392, sprd=0.009
Ep 012/60 [S1→S2:ramp]:  99%|▉| 331/333 [04:12<00:01,  1.10it/s, loss=0.402, pair=6.793, adv=1.322, sprd=0.007
Ep 012/60 [S1→S2:ramp]: 100%|▉| 332/333 [04:12<00:00,  1.17it/s, loss=0.402, pair=6.793, adv=1.322, sprd=0.007
Ep 012/60 [S1→S2:ramp]: 100%|▉| 332/333 [04:13<00:00,  1.17it/s, loss=0.498, pair=5.086, adv=1.366, sprd=0.007
Ep 012/60 [S1→S2:ramp]: 100%|█| 333/333 [04:13<00:00,  1.12it/s, loss=0.498, pair=5.086, adv=1.366, sprd=0.007
                                                                                                              
Epoch 012/60 [S1→S2:ramp]  loss=0.5571  mat=0.3567  sens=9.5697  pair=8.9944  adv=1.9197(rand=3.37)  deg=0.0315  orth=0.0682  spread=0.0096  q_mean=50.3  q_std=15.7  α=0.12 β=0.03 γ=0.96 λ_grl=0.600  lr=9.23e-05  253s

Ep 013/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 013/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.670, pair=6.969, adv=1.402, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<08:22,  1.51s/it, loss=0.670, pair=6.969, adv=1.402, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   0%|  | 1/333 [00:02<08:22,  1.51s/it, loss=0.704, pair=7.289, adv=1.188, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<06:02,  1.09s/it, loss=0.704, pair=7.289, adv=1.188, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   1%|  | 2/333 [00:03<06:02,  1.09s/it, loss=0.610, pair=5.668, adv=1.324, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<05:48,  1.06s/it, loss=0.610, pair=5.668, adv=1.324, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   1%|  | 3/333 [00:04<05:48,  1.06s/it, loss=0.667, pair=7.535, adv=1.150, sprd=0.007]
Ep 013/60 [S1→S2:ramp]:   1%|  | 4/333 [00:04<05:06,  1.07it/s, loss=0.667, pair=7.535, adv=1.150, sprd=0.007]
Ep 013/60 [S1→S2:ramp]:   1%|  | 4/333 [00:05<05:06,  1.07it/s, loss=0.568, pair=5.355, adv=1.245, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   2%|  | 5/333 [00:05<05:08,  1.06it/s, loss=0.568, pair=5.355, adv=1.245, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   2%|  | 5/333 [00:05<05:08,  1.06it/s, loss=0.592, pair=6.023, adv=1.272, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<04:51,  1.12it/s, loss=0.592, pair=6.023, adv=1.272, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   2%|  | 6/333 [00:06<04:51,  1.12it/s, loss=0.663, pair=5.449, adv=1.289, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   2%|  | 7/333 [00:06<05:00,  1.08it/s, loss=0.663, pair=5.449, adv=1.289, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   2%|  | 7/333 [00:07<05:00,  1.08it/s, loss=0.615, pair=5.879, adv=1.259, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   2%|  | 8/333 [00:07<04:47,  1.13it/s, loss=0.615, pair=5.879, adv=1.259, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   2%|  | 8/333 [00:08<04:47,  1.13it/s, loss=0.527, pair=4.805, adv=1.087, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   3%|  | 9/333 [00:08<04:52,  1.11it/s, loss=0.527, pair=4.805, adv=1.087, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   3%|  | 9/333 [00:09<04:52,  1.11it/s, loss=0.467, pair=4.141, adv=1.188, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   3%| | 10/333 [00:09<04:39,  1.16it/s, loss=0.467, pair=4.141, adv=1.188, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   3%| | 10/333 [00:10<04:39,  1.16it/s, loss=0.547, pair=5.453, adv=1.217, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   3%| | 11/333 [00:10<04:49,  1.11it/s, loss=0.547, pair=5.453, adv=1.217, sprd=0.008]
Ep 013/60 [S1→S2:ramp]:   3%| | 11/333 [00:11<04:49,  1.11it/s, loss=0.617, pair=6.410, adv=1.247, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   4%| | 12/333 [00:11<04:37,  1.16it/s, loss=0.617, pair=6.410, adv=1.247, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   4%| | 12/333 [00:12<04:37,  1.16it/s, loss=0.640, pair=4.207, adv=1.255, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   4%| | 13/333 [00:12<04:49,  1.11it/s, loss=0.640, pair=4.207, adv=1.255, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:   4%| | 13/333 [00:12<04:49,  1.11it/s, loss=0.732, pair=7.902, adv=1.342, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   4%| | 14/333 [00:12<04:38,  1.14it/s, loss=0.732, pair=7.902, adv=1.342, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   4%| | 14/333 [00:13<04:38,  1.14it/s, loss=0.684, pair=4.148, adv=1.327, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   5%| | 15/333 [00:13<04:55,  1.08it/s, loss=0.684, pair=4.148, adv=1.327, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   5%| | 15/333 [00:14<04:55,  1.08it/s, loss=0.539, pair=3.941, adv=1.243, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   5%| | 16/333 [00:14<04:37,  1.14it/s, loss=0.539, pair=3.941, adv=1.243, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   5%| | 16/333 [00:15<04:37,  1.14it/s, loss=0.537, pair=3.596, adv=1.389, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   5%| | 17/333 [00:15<04:51,  1.08it/s, loss=0.537, pair=3.596, adv=1.389, sprd=0.009]
Ep 013/60 [S1→S2:ramp]:   5%| | 17/333 [00:16<04:51,  1.08it/s, loss=0.454, pair=2.881, adv=1.264, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   5%| | 18/333 [00:16<04:38,  1.13it/s, loss=0.454, pair=2.881, adv=1.264, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   5%| | 18/333 [00:17<04:38,  1.13it/s, loss=0.530, pair=3.617, adv=1.266, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   6%| | 19/333 [00:17<04:48,  1.09it/s, loss=0.530, pair=3.617, adv=1.266, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   6%| | 19/333 [00:18<04:48,  1.09it/s, loss=0.517, pair=3.467, adv=1.380, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   6%| | 20/333 [00:18<04:36,  1.13it/s, loss=0.517, pair=3.467, adv=1.380, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   6%| | 20/333 [00:19<04:36,  1.13it/s, loss=0.630, pair=5.242, adv=1.214, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   6%| | 21/333 [00:19<04:41,  1.11it/s, loss=0.630, pair=5.242, adv=1.214, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   6%| | 21/333 [00:20<04:41,  1.11it/s, loss=0.441, pair=3.057, adv=1.259, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   7%| | 22/333 [00:20<04:27,  1.16it/s, loss=0.441, pair=3.057, adv=1.259, sprd=0.010]
Ep 013/60 [S1→S2:ramp]:   7%| | 22/333 [00:21<04:27,  1.16it/s, loss=0.560, pair=4.266, adv=1.343, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   7%| | 23/333 [00:21<04:37,  1.12it/s, loss=0.560, pair=4.266, adv=1.343, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   7%| | 23/333 [00:21<04:37,  1.12it/s, loss=0.428, pair=2.646, adv=1.330, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   7%| | 24/333 [00:21<04:23,  1.17it/s, loss=0.428, pair=2.646, adv=1.330, sprd=0.011]
Ep 013/60 [S1→S2:ramp]:   7%| | 24/333 [00:22<04:23,  1.17it/s, loss=1.048, pair=4.996, adv=1.282, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   8%| | 25/333 [00:22<04:38,  1.11it/s, loss=1.048, pair=4.996, adv=1.282, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   8%| | 25/333 [00:23<04:38,  1.11it/s, loss=0.459, pair=3.004, adv=1.300, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   8%| | 26/333 [00:23<04:26,  1.15it/s, loss=0.459, pair=3.004, adv=1.300, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:   8%| | 26/333 [00:24<04:26,  1.15it/s, loss=0.680, pair=5.711, adv=1.311, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:   8%| | 27/333 [00:24<04:49,  1.06it/s, loss=0.680, pair=5.711, adv=1.311, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:   8%| | 27/333 [00:25<04:49,  1.06it/s, loss=0.463, pair=2.676, adv=1.265, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   8%| | 28/333 [00:25<04:27,  1.14it/s, loss=0.463, pair=2.676, adv=1.265, sprd=0.012]
Ep 013/60 [S1→S2:ramp]:   8%| | 28/333 [00:26<04:27,  1.14it/s, loss=0.804, pair=3.281, adv=1.198, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   9%| | 29/333 [00:26<04:21,  1.16it/s, loss=0.804, pair=3.281, adv=1.198, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:   9%| | 29/333 [00:26<04:21,  1.16it/s, loss=0.516, pair=3.566, adv=1.285, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:   9%| | 30/333 [00:26<03:57,  1.28it/s, loss=0.516, pair=3.566, adv=1.285, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:   9%| | 30/333 [00:27<03:57,  1.28it/s, loss=0.523, pair=1.978, adv=1.451, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:   9%| | 31/333 [00:27<04:02,  1.25it/s, loss=0.523, pair=1.978, adv=1.451, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:   9%| | 31/333 [00:28<04:02,  1.25it/s, loss=0.535, pair=3.346, adv=1.168, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  10%| | 32/333 [00:28<03:42,  1.35it/s, loss=0.535, pair=3.346, adv=1.168, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  10%| | 32/333 [00:29<03:42,  1.35it/s, loss=0.630, pair=4.164, adv=1.486, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  10%| | 33/333 [00:29<03:46,  1.33it/s, loss=0.630, pair=4.164, adv=1.486, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  10%| | 33/333 [00:29<03:46,  1.33it/s, loss=0.510, pair=3.012, adv=1.141, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  10%| | 34/333 [00:29<03:31,  1.42it/s, loss=0.510, pair=3.012, adv=1.141, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  10%| | 34/333 [00:30<03:31,  1.42it/s, loss=0.467, pair=1.575, adv=1.251, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:  11%| | 35/333 [00:30<03:34,  1.39it/s, loss=0.467, pair=1.575, adv=1.251, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:  11%| | 35/333 [00:31<03:34,  1.39it/s, loss=0.503, pair=2.795, adv=1.439, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  11%| | 36/333 [00:31<03:25,  1.44it/s, loss=0.503, pair=2.795, adv=1.439, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  11%| | 36/333 [00:31<03:25,  1.44it/s, loss=0.569, pair=2.066, adv=1.288, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  11%| | 37/333 [00:31<03:26,  1.43it/s, loss=0.569, pair=2.066, adv=1.288, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  11%| | 37/333 [00:32<03:26,  1.43it/s, loss=0.499, pair=2.387, adv=1.387, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  11%| | 38/333 [00:32<03:20,  1.47it/s, loss=0.499, pair=2.387, adv=1.387, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  11%| | 38/333 [00:33<03:20,  1.47it/s, loss=0.480, pair=2.141, adv=1.130, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  12%| | 39/333 [00:33<03:27,  1.42it/s, loss=0.480, pair=2.141, adv=1.130, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  12%| | 39/333 [00:33<03:27,  1.42it/s, loss=0.480, pair=2.803, adv=1.325, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  12%| | 40/333 [00:33<03:14,  1.51it/s, loss=0.480, pair=2.803, adv=1.325, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  12%| | 40/333 [00:34<03:14,  1.51it/s, loss=0.440, pair=1.338, adv=1.192, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  12%| | 41/333 [00:34<03:22,  1.44it/s, loss=0.440, pair=1.338, adv=1.192, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  12%| | 41/333 [00:35<03:22,  1.44it/s, loss=0.451, pair=1.672, adv=1.395, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:35<03:13,  1.51it/s, loss=0.451, pair=1.672, adv=1.395, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:35<03:13,  1.51it/s, loss=0.552, pair=2.131, adv=1.175, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:35<03:18,  1.46it/s, loss=0.552, pair=2.131, adv=1.175, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:36<03:18,  1.46it/s, loss=0.520, pair=2.229, adv=1.355, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:36<03:08,  1.53it/s, loss=0.520, pair=2.229, adv=1.355, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:37<03:08,  1.53it/s, loss=0.460, pair=1.753, adv=1.227, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:37<03:14,  1.48it/s, loss=0.460, pair=1.753, adv=1.227, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:37<03:14,  1.48it/s, loss=0.485, pair=2.422, adv=1.252, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:37<03:07,  1.53it/s, loss=0.485, pair=2.422, adv=1.252, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:38<03:07,  1.53it/s, loss=0.581, pair=2.770, adv=1.302, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:38<03:16,  1.45it/s, loss=0.581, pair=2.770, adv=1.302, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:39<03:16,  1.45it/s, loss=0.562, pair=3.156, adv=1.202, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:39<03:10,  1.50it/s, loss=0.562, pair=3.156, adv=1.202, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:39<03:10,  1.50it/s, loss=0.548, pair=2.209, adv=1.363, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:39<03:24,  1.39it/s, loss=0.548, pair=2.209, adv=1.363, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:40<03:24,  1.39it/s, loss=0.463, pair=2.076, adv=1.267, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:40<03:13,  1.46it/s, loss=0.463, pair=2.076, adv=1.267, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:41<03:13,  1.46it/s, loss=0.516, pair=2.748, adv=1.323, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:41<03:19,  1.41it/s, loss=0.516, pair=2.748, adv=1.323, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:41<03:19,  1.41it/s, loss=0.479, pair=2.029, adv=1.351, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:41<03:12,  1.46it/s, loss=0.479, pair=2.029, adv=1.351, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:42<03:12,  1.46it/s, loss=0.506, pair=1.965, adv=1.277, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:42<03:19,  1.40it/s, loss=0.506, pair=1.965, adv=1.277, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:43<03:19,  1.40it/s, loss=0.548, pair=3.002, adv=1.359, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:43<03:11,  1.46it/s, loss=0.548, pair=3.002, adv=1.359, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:44<03:11,  1.46it/s, loss=0.546, pair=1.723, adv=1.233, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:44<03:20,  1.39it/s, loss=0.546, pair=1.723, adv=1.233, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:44<03:20,  1.39it/s, loss=0.590, pair=2.162, adv=1.289, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:44<03:12,  1.44it/s, loss=0.590, pair=2.162, adv=1.289, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:45<03:12,  1.44it/s, loss=0.458, pair=1.436, adv=1.396, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:45<03:19,  1.38it/s, loss=0.458, pair=1.436, adv=1.396, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:46<03:19,  1.38it/s, loss=0.491, pair=2.742, adv=1.287, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:46<03:09,  1.45it/s, loss=0.491, pair=2.742, adv=1.287, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:47<03:09,  1.45it/s, loss=0.631, pair=3.162, adv=1.273, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:47<03:20,  1.36it/s, loss=0.631, pair=3.162, adv=1.273, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:47<03:20,  1.36it/s, loss=0.488, pair=2.080, adv=1.301, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:47<03:11,  1.43it/s, loss=0.488, pair=2.080, adv=1.301, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:48<03:11,  1.43it/s, loss=0.540, pair=2.268, adv=1.274, sprd=0.027]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:48<03:17,  1.38it/s, loss=0.540, pair=2.268, adv=1.274, sprd=0.027]
Ep 013/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:49<03:17,  1.38it/s, loss=0.510, pair=2.777, adv=1.189, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:49<03:07,  1.45it/s, loss=0.510, pair=2.777, adv=1.189, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:49<03:07,  1.45it/s, loss=0.521, pair=2.201, adv=1.251, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:49<03:11,  1.41it/s, loss=0.521, pair=2.201, adv=1.251, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:50<03:11,  1.41it/s, loss=0.500, pair=2.070, adv=1.235, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:50<03:03,  1.46it/s, loss=0.500, pair=2.070, adv=1.235, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:51<03:03,  1.46it/s, loss=0.427, pair=1.181, adv=1.138, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:51<03:07,  1.43it/s, loss=0.427, pair=1.181, adv=1.138, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:51<03:07,  1.43it/s, loss=0.457, pair=1.941, adv=1.117, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:51<02:56,  1.51it/s, loss=0.457, pair=1.941, adv=1.117, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:52<02:56,  1.51it/s, loss=0.696, pair=1.791, adv=1.246, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:52<03:05,  1.43it/s, loss=0.696, pair=1.791, adv=1.246, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:53<03:05,  1.43it/s, loss=0.469, pair=1.771, adv=1.195, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:53<02:57,  1.49it/s, loss=0.469, pair=1.771, adv=1.195, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:53<02:57,  1.49it/s, loss=0.489, pair=1.808, adv=1.253, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:53<03:04,  1.43it/s, loss=0.489, pair=1.808, adv=1.253, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:54<03:04,  1.43it/s, loss=0.541, pair=2.949, adv=1.188, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:54<02:55,  1.50it/s, loss=0.541, pair=2.949, adv=1.188, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:55<02:55,  1.50it/s, loss=0.574, pair=2.988, adv=1.157, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:55<03:00,  1.45it/s, loss=0.574, pair=2.988, adv=1.157, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:55<03:00,  1.45it/s, loss=0.462, pair=2.088, adv=1.204, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:55<02:53,  1.51it/s, loss=0.462, pair=2.088, adv=1.204, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:56<02:53,  1.51it/s, loss=0.934, pair=2.150, adv=1.216, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:56<02:58,  1.46it/s, loss=0.934, pair=2.150, adv=1.216, sprd=0.016]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:57<02:58,  1.46it/s, loss=0.548, pair=2.143, adv=1.280, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:57<02:52,  1.50it/s, loss=0.548, pair=2.143, adv=1.280, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:57<02:52,  1.50it/s, loss=0.544, pair=1.591, adv=1.235, sprd=0.025]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:57<02:59,  1.44it/s, loss=0.544, pair=1.591, adv=1.235, sprd=0.025]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:58<02:59,  1.44it/s, loss=0.477, pair=2.273, adv=1.148, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:58<02:49,  1.52it/s, loss=0.477, pair=2.273, adv=1.148, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:59<02:49,  1.52it/s, loss=0.481, pair=1.495, adv=1.278, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:59<02:59,  1.43it/s, loss=0.481, pair=1.495, adv=1.278, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:59<02:59,  1.43it/s, loss=0.460, pair=1.529, adv=1.314, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:59<02:51,  1.49it/s, loss=0.460, pair=1.529, adv=1.314, sprd=0.023]
Ep 013/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:00<02:51,  1.49it/s, loss=0.612, pair=1.671, adv=1.257, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:00<02:58,  1.42it/s, loss=0.612, pair=1.671, adv=1.257, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:01<02:58,  1.42it/s, loss=0.489, pair=1.935, adv=1.258, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:01<02:51,  1.48it/s, loss=0.489, pair=1.935, adv=1.258, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:02<02:51,  1.48it/s, loss=0.549, pair=1.173, adv=1.209, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:02<02:54,  1.44it/s, loss=0.549, pair=1.173, adv=1.209, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:02<02:54,  1.44it/s, loss=0.529, pair=2.406, adv=1.360, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:02<02:48,  1.49it/s, loss=0.529, pair=2.406, adv=1.360, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:03<02:48,  1.49it/s, loss=0.685, pair=2.043, adv=1.196, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:03<02:56,  1.42it/s, loss=0.685, pair=2.043, adv=1.196, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:04<02:56,  1.42it/s, loss=0.494, pair=1.664, adv=1.092, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:04<02:46,  1.50it/s, loss=0.494, pair=1.664, adv=1.092, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:04<02:46,  1.50it/s, loss=0.486, pair=1.551, adv=1.207, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:04<02:52,  1.43it/s, loss=0.486, pair=1.551, adv=1.207, sprd=0.024]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:05<02:52,  1.43it/s, loss=0.464, pair=1.443, adv=1.232, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:05<02:45,  1.49it/s, loss=0.464, pair=1.443, adv=1.232, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:06<02:45,  1.49it/s, loss=0.486, pair=1.566, adv=1.138, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:06<02:52,  1.42it/s, loss=0.486, pair=1.566, adv=1.138, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:06<02:52,  1.42it/s, loss=0.477, pair=1.636, adv=1.299, sprd=0.025]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:06<02:46,  1.47it/s, loss=0.477, pair=1.636, adv=1.299, sprd=0.025]
Ep 013/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:07<02:46,  1.47it/s, loss=0.456, pair=1.446, adv=1.233, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:07<02:51,  1.42it/s, loss=0.456, pair=1.446, adv=1.233, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:08<02:51,  1.42it/s, loss=0.465, pair=2.258, adv=1.139, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:08<02:44,  1.48it/s, loss=0.465, pair=2.258, adv=1.139, sprd=0.018]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:08<02:44,  1.48it/s, loss=0.612, pair=2.340, adv=1.098, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:08<02:48,  1.44it/s, loss=0.612, pair=2.340, adv=1.098, sprd=0.020]
Ep 013/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:09<02:48,  1.44it/s, loss=0.437, pair=1.528, adv=1.157, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:09<02:40,  1.50it/s, loss=0.437, pair=1.528, adv=1.157, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:10<02:40,  1.50it/s, loss=0.572, pair=4.020, adv=1.048, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:10<02:43,  1.47it/s, loss=0.572, pair=4.020, adv=1.048, sprd=0.015]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:10<02:43,  1.47it/s, loss=0.434, pair=1.526, adv=1.227, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:10<02:37,  1.51it/s, loss=0.434, pair=1.526, adv=1.227, sprd=0.019]
Ep 013/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:11<02:37,  1.51it/s, loss=0.574, pair=3.627, adv=1.236, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:11<02:46,  1.43it/s, loss=0.574, pair=3.627, adv=1.236, sprd=0.021]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:12<02:46,  1.43it/s, loss=0.468, pair=2.523, adv=1.121, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:12<02:35,  1.52it/s, loss=0.468, pair=2.523, adv=1.121, sprd=0.013]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:13<02:35,  1.52it/s, loss=0.533, pair=1.748, adv=1.151, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:13<02:49,  1.39it/s, loss=0.533, pair=1.748, adv=1.151, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:13<02:49,  1.39it/s, loss=0.409, pair=1.456, adv=0.916, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:13<02:37,  1.49it/s, loss=0.409, pair=1.456, adv=0.916, sprd=0.014]
Ep 013/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:14<02:37,  1.49it/s, loss=0.439, pair=1.393, adv=1.235, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:14<02:41,  1.44it/s, loss=0.439, pair=1.393, adv=1.235, sprd=0.017]
Ep 013/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:14<02:41,  1.44it/s, loss=0.469, pair=1.813, adv=1.234, sprd=0.022]
Ep 013/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:14<02:35,  1.50it/s, loss=0.469, pair=1.813, adv=1.234, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:15<02:35,  1.50it/s, loss=0.488, pair=2.098, adv=1.167, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:15<02:42,  1.43it/s, loss=0.488, pair=2.098, adv=1.167, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:16<02:42,  1.43it/s, loss=0.417, pair=0.914, adv=1.170, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:16<02:34,  1.49it/s, loss=0.417, pair=0.914, adv=1.170, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:17<02:34,  1.49it/s, loss=0.433, pair=0.879, adv=1.039, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:17<02:40,  1.44it/s, loss=0.433, pair=0.879, adv=1.039, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:17<02:40,  1.44it/s, loss=0.425, pair=1.333, adv=1.148, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:17<02:33,  1.49it/s, loss=0.425, pair=1.333, adv=1.148, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:18<02:33,  1.49it/s, loss=0.490, pair=1.622, adv=0.980, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:18<02:41,  1.41it/s, loss=0.490, pair=1.622, adv=0.980, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:19<02:41,  1.41it/s, loss=0.452, pair=1.707, adv=1.055, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:19<02:32,  1.49it/s, loss=0.452, pair=1.707, adv=1.055, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:19<02:32,  1.49it/s, loss=0.514, pair=1.946, adv=1.166, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:19<02:39,  1.42it/s, loss=0.514, pair=1.946, adv=1.166, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:20<02:39,  1.42it/s, loss=0.587, pair=2.826, adv=1.230, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:20<02:31,  1.49it/s, loss=0.587, pair=2.826, adv=1.230, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:21<02:31,  1.49it/s, loss=0.481, pair=1.969, adv=1.151, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:21<02:35,  1.44it/s, loss=0.481, pair=1.969, adv=1.151, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:21<02:35,  1.44it/s, loss=0.565, pair=2.064, adv=1.270, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:21<02:30,  1.48it/s, loss=0.565, pair=2.064, adv=1.270, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:22<02:30,  1.48it/s, loss=0.499, pair=1.305, adv=1.222, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:22<02:41,  1.37it/s, loss=0.499, pair=1.305, adv=1.222, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:23<02:41,  1.37it/s, loss=0.408, pair=1.172, adv=1.134, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:23<02:31,  1.46it/s, loss=0.408, pair=1.172, adv=1.134, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:24<02:31,  1.46it/s, loss=0.567, pair=1.562, adv=1.170, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:24<02:36,  1.40it/s, loss=0.567, pair=1.562, adv=1.170, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:24<02:36,  1.40it/s, loss=0.423, pair=1.051, adv=1.181, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:24<02:30,  1.46it/s, loss=0.423, pair=1.051, adv=1.181, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:25<02:30,  1.46it/s, loss=0.428, pair=1.643, adv=1.030, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:25<02:32,  1.43it/s, loss=0.428, pair=1.643, adv=1.030, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:26<02:32,  1.43it/s, loss=0.478, pair=1.990, adv=1.170, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:26<02:27,  1.47it/s, loss=0.478, pair=1.990, adv=1.170, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:26<02:27,  1.47it/s, loss=0.451, pair=1.310, adv=1.198, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:26<02:36,  1.38it/s, loss=0.451, pair=1.310, adv=1.198, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:27<02:36,  1.38it/s, loss=0.420, pair=1.558, adv=1.044, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:27<02:26,  1.47it/s, loss=0.420, pair=1.558, adv=1.044, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:28<02:26,  1.47it/s, loss=0.538, pair=2.104, adv=1.150, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:28<02:32,  1.40it/s, loss=0.538, pair=2.104, adv=1.150, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:28<02:32,  1.40it/s, loss=0.449, pair=1.770, adv=1.160, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:28<02:24,  1.48it/s, loss=0.449, pair=1.770, adv=1.160, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:29<02:24,  1.48it/s, loss=0.509, pair=2.207, adv=1.234, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:29<02:26,  1.45it/s, loss=0.509, pair=2.207, adv=1.234, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:30<02:26,  1.45it/s, loss=0.524, pair=1.804, adv=1.301, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:30<02:22,  1.49it/s, loss=0.524, pair=1.804, adv=1.301, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:31<02:22,  1.49it/s, loss=0.416, pair=1.184, adv=1.340, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:31<02:30,  1.40it/s, loss=0.416, pair=1.184, adv=1.340, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:31<02:30,  1.40it/s, loss=0.460, pair=1.873, adv=1.183, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:31<02:22,  1.47it/s, loss=0.460, pair=1.873, adv=1.183, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:32<02:22,  1.47it/s, loss=0.562, pair=2.781, adv=1.183, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:32<02:27,  1.41it/s, loss=0.562, pair=2.781, adv=1.183, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:32<02:27,  1.41it/s, loss=0.429, pair=1.617, adv=1.107, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:32<02:18,  1.49it/s, loss=0.429, pair=1.617, adv=1.107, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:33<02:18,  1.49it/s, loss=0.522, pair=2.385, adv=1.171, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:33<02:26,  1.41it/s, loss=0.522, pair=2.385, adv=1.171, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:34<02:26,  1.41it/s, loss=0.478, pair=1.997, adv=1.144, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:34<02:18,  1.48it/s, loss=0.478, pair=1.997, adv=1.144, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:35<02:18,  1.48it/s, loss=0.509, pair=2.430, adv=1.113, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:35<02:23,  1.42it/s, loss=0.509, pair=2.430, adv=1.113, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:35<02:23,  1.42it/s, loss=0.465, pair=1.959, adv=1.146, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:35<02:18,  1.47it/s, loss=0.465, pair=1.959, adv=1.146, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:36<02:18,  1.47it/s, loss=0.441, pair=1.373, adv=1.089, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:36<02:22,  1.42it/s, loss=0.441, pair=1.373, adv=1.089, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:37<02:22,  1.42it/s, loss=0.439, pair=1.791, adv=0.933, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:37<02:13,  1.51it/s, loss=0.439, pair=1.791, adv=0.933, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:37<02:13,  1.51it/s, loss=0.495, pair=2.188, adv=1.173, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:37<02:18,  1.45it/s, loss=0.495, pair=2.188, adv=1.173, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:38<02:18,  1.45it/s, loss=0.385, pair=1.077, adv=1.126, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:38<02:10,  1.53it/s, loss=0.385, pair=1.077, adv=1.126, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:39<02:10,  1.53it/s, loss=0.504, pair=2.404, adv=1.111, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:39<02:17,  1.44it/s, loss=0.504, pair=2.404, adv=1.111, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:39<02:17,  1.44it/s, loss=0.405, pair=1.262, adv=1.144, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:39<02:10,  1.51it/s, loss=0.405, pair=1.262, adv=1.144, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:40<02:10,  1.51it/s, loss=0.483, pair=2.008, adv=1.054, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:40<02:17,  1.42it/s, loss=0.483, pair=2.008, adv=1.054, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:41<02:17,  1.42it/s, loss=0.521, pair=2.820, adv=1.138, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:41<02:12,  1.47it/s, loss=0.521, pair=2.820, adv=1.138, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:41<02:12,  1.47it/s, loss=0.574, pair=1.509, adv=1.192, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:41<02:16,  1.42it/s, loss=0.574, pair=1.509, adv=1.192, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:42<02:16,  1.42it/s, loss=0.449, pair=1.506, adv=1.157, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:42<02:11,  1.47it/s, loss=0.449, pair=1.506, adv=1.157, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:43<02:11,  1.47it/s, loss=0.597, pair=1.161, adv=1.033, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:43<02:13,  1.43it/s, loss=0.597, pair=1.161, adv=1.033, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:43<02:13,  1.43it/s, loss=0.419, pair=1.187, adv=1.117, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:43<02:08,  1.49it/s, loss=0.419, pair=1.187, adv=1.117, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:44<02:08,  1.49it/s, loss=0.443, pair=1.004, adv=1.058, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:44<02:13,  1.42it/s, loss=0.443, pair=1.004, adv=1.058, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:45<02:13,  1.42it/s, loss=0.441, pair=1.625, adv=1.200, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:45<02:06,  1.49it/s, loss=0.441, pair=1.625, adv=1.200, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:46<02:06,  1.49it/s, loss=0.511, pair=1.550, adv=1.263, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:46<02:16,  1.38it/s, loss=0.511, pair=1.550, adv=1.263, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:46<02:16,  1.38it/s, loss=0.409, pair=0.984, adv=1.295, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:46<02:09,  1.44it/s, loss=0.409, pair=0.984, adv=1.295, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:47<02:09,  1.44it/s, loss=0.520, pair=1.724, adv=1.083, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:47<02:17,  1.36it/s, loss=0.520, pair=1.724, adv=1.083, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:48<02:17,  1.36it/s, loss=0.438, pair=1.276, adv=1.177, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:48<02:09,  1.43it/s, loss=0.438, pair=1.276, adv=1.177, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:49<02:09,  1.43it/s, loss=0.436, pair=1.108, adv=1.161, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:49<02:12,  1.39it/s, loss=0.436, pair=1.108, adv=1.161, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:49<02:12,  1.39it/s, loss=0.451, pair=1.097, adv=0.994, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:49<02:05,  1.46it/s, loss=0.451, pair=1.097, adv=0.994, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:50<02:05,  1.46it/s, loss=0.465, pair=1.334, adv=1.187, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:50<02:09,  1.40it/s, loss=0.465, pair=1.334, adv=1.187, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:50<02:09,  1.40it/s, loss=0.456, pair=1.863, adv=1.052, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:50<02:03,  1.47it/s, loss=0.456, pair=1.863, adv=1.052, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:51<02:03,  1.47it/s, loss=0.445, pair=1.458, adv=1.038, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:51<02:07,  1.42it/s, loss=0.445, pair=1.458, adv=1.038, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:52<02:07,  1.42it/s, loss=0.492, pair=1.429, adv=1.089, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:52<02:02,  1.46it/s, loss=0.492, pair=1.429, adv=1.089, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:53<02:02,  1.46it/s, loss=0.468, pair=2.156, adv=1.095, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:53<02:05,  1.42it/s, loss=0.468, pair=2.156, adv=1.095, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:53<02:05,  1.42it/s, loss=0.472, pair=2.318, adv=1.256, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:53<01:59,  1.48it/s, loss=0.472, pair=2.318, adv=1.256, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:54<01:59,  1.48it/s, loss=0.496, pair=1.712, adv=1.205, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:54<02:05,  1.41it/s, loss=0.496, pair=1.712, adv=1.205, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:55<02:05,  1.41it/s, loss=0.425, pair=1.559, adv=1.065, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:55<01:58,  1.47it/s, loss=0.425, pair=1.559, adv=1.065, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:55<01:58,  1.47it/s, loss=0.401, pair=1.137, adv=1.001, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:55<02:01,  1.44it/s, loss=0.401, pair=1.137, adv=1.001, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:56<02:01,  1.44it/s, loss=0.442, pair=1.989, adv=1.075, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:56<01:54,  1.51it/s, loss=0.442, pair=1.989, adv=1.075, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:57<01:54,  1.51it/s, loss=0.432, pair=1.611, adv=1.222, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:57<01:59,  1.44it/s, loss=0.432, pair=1.611, adv=1.222, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:57<01:59,  1.44it/s, loss=0.477, pair=2.578, adv=1.220, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:57<01:55,  1.48it/s, loss=0.477, pair=2.578, adv=1.220, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:58<01:55,  1.48it/s, loss=0.462, pair=1.922, adv=1.144, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:58<02:04,  1.37it/s, loss=0.462, pair=1.922, adv=1.144, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:59<02:04,  1.37it/s, loss=0.446, pair=1.700, adv=1.222, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:59<01:56,  1.45it/s, loss=0.446, pair=1.700, adv=1.222, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  49%|▍| 164/333 [02:00<01:56,  1.45it/s, loss=0.545, pair=2.625, adv=1.024, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  50%|▍| 165/333 [02:00<01:59,  1.40it/s, loss=0.545, pair=2.625, adv=1.024, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  50%|▍| 165/333 [02:00<01:59,  1.40it/s, loss=0.422, pair=1.457, adv=1.215, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:00<01:54,  1.46it/s, loss=0.422, pair=1.457, adv=1.215, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:01<01:54,  1.46it/s, loss=0.484, pair=1.783, adv=1.010, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:01<01:56,  1.43it/s, loss=0.484, pair=1.783, adv=1.010, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:02<01:56,  1.43it/s, loss=0.431, pair=1.690, adv=1.146, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:02<01:50,  1.50it/s, loss=0.431, pair=1.690, adv=1.146, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:02<01:50,  1.50it/s, loss=0.409, pair=0.947, adv=0.975, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:02<01:54,  1.43it/s, loss=0.409, pair=0.947, adv=0.975, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:03<01:54,  1.43it/s, loss=0.406, pair=1.284, adv=1.143, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:03<01:48,  1.50it/s, loss=0.406, pair=1.284, adv=1.143, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:04<01:48,  1.50it/s, loss=0.444, pair=1.485, adv=1.104, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:04<01:54,  1.42it/s, loss=0.444, pair=1.485, adv=1.104, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:04<01:54,  1.42it/s, loss=0.437, pair=1.062, adv=1.122, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:04<01:49,  1.47it/s, loss=0.437, pair=1.062, adv=1.122, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:05<01:49,  1.47it/s, loss=0.413, pair=0.945, adv=1.088, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:05<01:51,  1.44it/s, loss=0.413, pair=0.945, adv=1.088, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:06<01:51,  1.44it/s, loss=0.441, pair=1.916, adv=1.071, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:06<01:45,  1.50it/s, loss=0.441, pair=1.916, adv=1.071, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:06<01:45,  1.50it/s, loss=0.501, pair=1.647, adv=1.193, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:06<01:50,  1.44it/s, loss=0.501, pair=1.647, adv=1.193, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:07<01:50,  1.44it/s, loss=0.464, pair=2.023, adv=1.068, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:07<01:45,  1.49it/s, loss=0.464, pair=2.023, adv=1.068, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:08<01:45,  1.49it/s, loss=0.479, pair=2.143, adv=1.306, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:08<01:50,  1.42it/s, loss=0.479, pair=2.143, adv=1.306, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:08<01:50,  1.42it/s, loss=0.424, pair=1.582, adv=1.133, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:08<01:44,  1.49it/s, loss=0.424, pair=1.582, adv=1.133, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:09<01:44,  1.49it/s, loss=0.531, pair=1.095, adv=1.094, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:09<01:44,  1.48it/s, loss=0.531, pair=1.095, adv=1.094, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:10<01:44,  1.48it/s, loss=0.443, pair=1.846, adv=1.181, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:10<01:40,  1.52it/s, loss=0.443, pair=1.846, adv=1.181, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:10<01:40,  1.52it/s, loss=0.522, pair=1.759, adv=1.163, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:11<01:46,  1.43it/s, loss=0.522, pair=1.759, adv=1.163, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:11<01:46,  1.43it/s, loss=0.436, pair=1.445, adv=1.156, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:11<01:41,  1.49it/s, loss=0.436, pair=1.445, adv=1.156, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:12<01:41,  1.49it/s, loss=0.491, pair=2.078, adv=1.208, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:12<01:44,  1.44it/s, loss=0.491, pair=2.078, adv=1.208, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:12<01:44,  1.44it/s, loss=0.447, pair=1.828, adv=1.086, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:12<01:39,  1.50it/s, loss=0.447, pair=1.828, adv=1.086, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:13<01:39,  1.50it/s, loss=0.463, pair=1.658, adv=1.142, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:13<01:45,  1.41it/s, loss=0.463, pair=1.658, adv=1.142, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:14<01:45,  1.41it/s, loss=0.456, pair=1.554, adv=1.180, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:14<01:38,  1.50it/s, loss=0.456, pair=1.554, adv=1.180, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:15<01:38,  1.50it/s, loss=0.484, pair=2.209, adv=1.086, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:15<01:43,  1.41it/s, loss=0.484, pair=2.209, adv=1.086, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:15<01:43,  1.41it/s, loss=0.459, pair=2.033, adv=1.090, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:15<01:38,  1.47it/s, loss=0.459, pair=2.033, adv=1.090, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:16<01:38,  1.47it/s, loss=0.500, pair=2.236, adv=1.184, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:16<01:43,  1.39it/s, loss=0.500, pair=2.236, adv=1.184, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:17<01:43,  1.39it/s, loss=0.416, pair=1.015, adv=1.041, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:17<01:37,  1.46it/s, loss=0.416, pair=1.015, adv=1.041, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:17<01:37,  1.46it/s, loss=0.480, pair=1.816, adv=1.330, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:17<01:40,  1.41it/s, loss=0.480, pair=1.816, adv=1.330, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:18<01:40,  1.41it/s, loss=0.409, pair=1.280, adv=1.107, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:18<01:35,  1.48it/s, loss=0.409, pair=1.280, adv=1.107, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:19<01:35,  1.48it/s, loss=0.819, pair=3.049, adv=1.217, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:19<01:39,  1.41it/s, loss=0.819, pair=3.049, adv=1.217, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:19<01:39,  1.41it/s, loss=0.436, pair=1.254, adv=1.209, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:19<01:34,  1.47it/s, loss=0.436, pair=1.254, adv=1.209, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:20<01:34,  1.47it/s, loss=0.446, pair=1.799, adv=1.102, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:20<01:38,  1.41it/s, loss=0.446, pair=1.799, adv=1.102, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:21<01:38,  1.41it/s, loss=0.420, pair=1.448, adv=1.039, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:21<01:31,  1.49it/s, loss=0.420, pair=1.448, adv=1.039, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:22<01:31,  1.49it/s, loss=0.489, pair=2.098, adv=1.155, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:22<01:36,  1.41it/s, loss=0.489, pair=2.098, adv=1.155, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:22<01:36,  1.41it/s, loss=0.406, pair=1.417, adv=1.168, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:22<01:30,  1.49it/s, loss=0.406, pair=1.417, adv=1.168, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:23<01:30,  1.49it/s, loss=0.424, pair=1.306, adv=1.176, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:23<01:36,  1.38it/s, loss=0.424, pair=1.306, adv=1.176, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:24<01:36,  1.38it/s, loss=0.411, pair=1.361, adv=1.062, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:24<01:31,  1.46it/s, loss=0.411, pair=1.361, adv=1.062, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:24<01:31,  1.46it/s, loss=0.762, pair=1.403, adv=1.131, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:24<01:33,  1.41it/s, loss=0.762, pair=1.403, adv=1.131, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:25<01:33,  1.41it/s, loss=0.403, pair=1.156, adv=1.170, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:25<01:28,  1.47it/s, loss=0.403, pair=1.156, adv=1.170, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:26<01:28,  1.47it/s, loss=0.492, pair=2.230, adv=1.142, sprd=0.010
Ep 013/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:26<01:30,  1.43it/s, loss=0.492, pair=2.230, adv=1.142, sprd=0.010
Ep 013/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:26<01:30,  1.43it/s, loss=0.450, pair=1.735, adv=1.072, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:26<01:24,  1.52it/s, loss=0.450, pair=1.735, adv=1.072, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:27<01:24,  1.52it/s, loss=0.456, pair=1.134, adv=1.064, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:27<01:27,  1.46it/s, loss=0.456, pair=1.134, adv=1.064, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:28<01:27,  1.46it/s, loss=0.390, pair=1.178, adv=1.026, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:28<01:23,  1.52it/s, loss=0.390, pair=1.178, adv=1.026, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:28<01:23,  1.52it/s, loss=0.434, pair=1.098, adv=1.191, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:28<01:28,  1.43it/s, loss=0.434, pair=1.098, adv=1.191, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:29<01:28,  1.43it/s, loss=0.475, pair=2.135, adv=1.200, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:29<01:24,  1.48it/s, loss=0.475, pair=2.135, adv=1.200, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:30<01:24,  1.48it/s, loss=0.432, pair=1.287, adv=1.194, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:30<01:27,  1.42it/s, loss=0.432, pair=1.287, adv=1.194, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:30<01:27,  1.42it/s, loss=0.431, pair=1.063, adv=1.110, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:30<01:22,  1.49it/s, loss=0.431, pair=1.063, adv=1.110, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:31<01:22,  1.49it/s, loss=0.442, pair=1.362, adv=1.160, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:31<01:24,  1.44it/s, loss=0.442, pair=1.362, adv=1.160, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:32<01:24,  1.44it/s, loss=0.428, pair=1.250, adv=1.048, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:32<01:21,  1.49it/s, loss=0.428, pair=1.250, adv=1.048, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:33<01:21,  1.49it/s, loss=0.466, pair=1.724, adv=1.221, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:33<01:24,  1.42it/s, loss=0.466, pair=1.724, adv=1.221, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:33<01:24,  1.42it/s, loss=0.415, pair=1.486, adv=1.127, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:33<01:19,  1.50it/s, loss=0.415, pair=1.486, adv=1.127, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:34<01:19,  1.50it/s, loss=0.415, pair=0.995, adv=1.082, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:34<01:22,  1.43it/s, loss=0.415, pair=0.995, adv=1.082, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:35<01:22,  1.43it/s, loss=0.422, pair=1.213, adv=1.229, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:35<01:19,  1.48it/s, loss=0.422, pair=1.213, adv=1.229, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:35<01:19,  1.48it/s, loss=0.432, pair=1.370, adv=1.151, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:35<01:22,  1.40it/s, loss=0.432, pair=1.370, adv=1.151, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:36<01:22,  1.40it/s, loss=0.429, pair=1.456, adv=1.088, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:36<01:17,  1.48it/s, loss=0.429, pair=1.456, adv=1.088, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:37<01:17,  1.48it/s, loss=0.411, pair=1.294, adv=1.224, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:37<01:20,  1.41it/s, loss=0.411, pair=1.294, adv=1.224, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:37<01:20,  1.41it/s, loss=0.493, pair=2.068, adv=1.159, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:37<01:16,  1.48it/s, loss=0.493, pair=2.068, adv=1.159, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:38<01:16,  1.48it/s, loss=0.659, pair=1.245, adv=1.124, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:38<01:18,  1.43it/s, loss=0.659, pair=1.245, adv=1.124, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:39<01:18,  1.43it/s, loss=0.471, pair=1.884, adv=1.196, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:39<01:14,  1.48it/s, loss=0.471, pair=1.884, adv=1.196, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:40<01:14,  1.48it/s, loss=0.506, pair=1.395, adv=1.214, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:40<01:20,  1.36it/s, loss=0.506, pair=1.395, adv=1.214, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:40<01:20,  1.36it/s, loss=0.432, pair=1.385, adv=1.152, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:40<01:16,  1.43it/s, loss=0.432, pair=1.385, adv=1.152, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:41<01:16,  1.43it/s, loss=0.475, pair=1.809, adv=1.237, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:41<01:18,  1.38it/s, loss=0.475, pair=1.809, adv=1.237, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:42<01:18,  1.38it/s, loss=0.462, pair=1.834, adv=1.157, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:42<01:13,  1.46it/s, loss=0.462, pair=1.834, adv=1.157, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:42<01:13,  1.46it/s, loss=0.439, pair=1.159, adv=1.176, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:42<01:15,  1.40it/s, loss=0.439, pair=1.159, adv=1.176, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:43<01:15,  1.40it/s, loss=0.439, pair=1.377, adv=1.177, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:43<01:12,  1.45it/s, loss=0.439, pair=1.377, adv=1.177, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:44<01:12,  1.45it/s, loss=0.479, pair=1.812, adv=1.207, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:44<01:14,  1.40it/s, loss=0.479, pair=1.812, adv=1.207, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:44<01:14,  1.40it/s, loss=0.451, pair=2.092, adv=1.020, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:44<01:09,  1.49it/s, loss=0.451, pair=2.092, adv=1.020, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:45<01:09,  1.49it/s, loss=0.568, pair=1.551, adv=1.274, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:45<01:13,  1.40it/s, loss=0.568, pair=1.551, adv=1.274, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:46<01:13,  1.40it/s, loss=0.500, pair=1.829, adv=1.383, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:46<01:09,  1.45it/s, loss=0.500, pair=1.829, adv=1.383, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:47<01:09,  1.45it/s, loss=0.436, pair=1.218, adv=1.200, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:47<01:11,  1.41it/s, loss=0.436, pair=1.218, adv=1.200, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:47<01:11,  1.41it/s, loss=0.437, pair=1.272, adv=1.191, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:47<01:06,  1.48it/s, loss=0.437, pair=1.272, adv=1.191, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:48<01:06,  1.48it/s, loss=0.448, pair=1.627, adv=1.223, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:48<01:08,  1.42it/s, loss=0.448, pair=1.627, adv=1.223, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:48<01:08,  1.42it/s, loss=0.427, pair=1.608, adv=1.055, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:48<01:05,  1.49it/s, loss=0.427, pair=1.608, adv=1.055, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:49<01:05,  1.49it/s, loss=0.442, pair=1.261, adv=0.986, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:49<01:07,  1.42it/s, loss=0.442, pair=1.261, adv=0.986, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:50<01:07,  1.42it/s, loss=0.394, pair=1.206, adv=1.190, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:50<01:03,  1.50it/s, loss=0.394, pair=1.206, adv=1.190, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:51<01:03,  1.50it/s, loss=0.427, pair=1.289, adv=1.078, sprd=0.013
Ep 013/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:51<01:04,  1.45it/s, loss=0.427, pair=1.289, adv=1.078, sprd=0.013
Ep 013/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:51<01:04,  1.45it/s, loss=0.414, pair=1.505, adv=0.971, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:51<01:01,  1.52it/s, loss=0.414, pair=1.505, adv=0.971, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:52<01:01,  1.52it/s, loss=0.502, pair=2.648, adv=1.243, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:52<01:02,  1.48it/s, loss=0.502, pair=2.648, adv=1.243, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:52<01:02,  1.48it/s, loss=0.518, pair=1.826, adv=1.057, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:52<00:59,  1.53it/s, loss=0.518, pair=1.826, adv=1.057, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:53<00:59,  1.53it/s, loss=0.437, pair=1.463, adv=1.229, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:53<01:02,  1.45it/s, loss=0.437, pair=1.463, adv=1.229, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:54<01:02,  1.45it/s, loss=0.909, pair=1.531, adv=1.146, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:54<00:58,  1.53it/s, loss=0.909, pair=1.531, adv=1.146, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:55<00:58,  1.53it/s, loss=0.448, pair=1.340, adv=1.115, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:55<01:00,  1.46it/s, loss=0.448, pair=1.340, adv=1.115, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:55<01:00,  1.46it/s, loss=0.393, pair=1.105, adv=1.228, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:55<00:57,  1.52it/s, loss=0.393, pair=1.105, adv=1.228, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:56<00:57,  1.52it/s, loss=0.429, pair=1.568, adv=1.145, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:56<00:59,  1.44it/s, loss=0.429, pair=1.568, adv=1.145, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:57<00:59,  1.44it/s, loss=0.443, pair=1.932, adv=1.206, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:57<00:56,  1.50it/s, loss=0.443, pair=1.932, adv=1.206, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:57<00:56,  1.50it/s, loss=0.547, pair=1.491, adv=1.137, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:57<00:58,  1.43it/s, loss=0.547, pair=1.491, adv=1.137, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:58<00:58,  1.43it/s, loss=0.401, pair=1.029, adv=1.074, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:58<00:55,  1.50it/s, loss=0.401, pair=1.029, adv=1.074, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:59<00:55,  1.50it/s, loss=0.517, pair=1.871, adv=1.270, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:59<00:58,  1.41it/s, loss=0.517, pair=1.871, adv=1.270, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:59<00:58,  1.41it/s, loss=0.446, pair=1.638, adv=1.145, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:59<00:55,  1.46it/s, loss=0.446, pair=1.638, adv=1.145, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:00<00:55,  1.46it/s, loss=0.420, pair=1.290, adv=1.094, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:00<00:56,  1.42it/s, loss=0.420, pair=1.290, adv=1.094, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:01<00:56,  1.42it/s, loss=0.435, pair=1.719, adv=1.085, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:01<00:53,  1.49it/s, loss=0.435, pair=1.719, adv=1.085, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:01<00:53,  1.49it/s, loss=0.594, pair=1.320, adv=1.222, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:01<00:54,  1.43it/s, loss=0.594, pair=1.320, adv=1.222, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:02<00:54,  1.43it/s, loss=0.431, pair=1.552, adv=1.202, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:02<00:51,  1.49it/s, loss=0.431, pair=1.552, adv=1.202, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:03<00:51,  1.49it/s, loss=0.431, pair=1.115, adv=1.210, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:03<00:54,  1.39it/s, loss=0.431, pair=1.115, adv=1.210, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:04<00:54,  1.39it/s, loss=0.427, pair=1.297, adv=1.189, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:04<00:51,  1.46it/s, loss=0.427, pair=1.297, adv=1.189, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:04<00:51,  1.46it/s, loss=0.426, pair=1.086, adv=1.205, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:04<00:52,  1.40it/s, loss=0.426, pair=1.086, adv=1.205, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:05<00:52,  1.40it/s, loss=0.420, pair=1.694, adv=1.124, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:05<00:49,  1.47it/s, loss=0.420, pair=1.694, adv=1.124, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:06<00:49,  1.47it/s, loss=0.443, pair=1.349, adv=1.169, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:06<00:50,  1.42it/s, loss=0.443, pair=1.349, adv=1.169, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:06<00:50,  1.42it/s, loss=0.456, pair=2.354, adv=1.230, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:06<00:48,  1.47it/s, loss=0.456, pair=2.354, adv=1.230, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:07<00:48,  1.47it/s, loss=0.454, pair=2.234, adv=1.189, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:07<00:49,  1.41it/s, loss=0.454, pair=2.234, adv=1.189, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:08<00:49,  1.41it/s, loss=0.429, pair=1.325, adv=1.199, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:08<00:46,  1.47it/s, loss=0.429, pair=1.325, adv=1.199, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:08<00:46,  1.47it/s, loss=0.408, pair=0.953, adv=1.203, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:08<00:48,  1.40it/s, loss=0.408, pair=0.953, adv=1.203, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:09<00:48,  1.40it/s, loss=0.571, pair=3.756, adv=1.086, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:09<00:45,  1.46it/s, loss=0.571, pair=3.756, adv=1.086, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:10<00:45,  1.46it/s, loss=0.413, pair=0.921, adv=1.143, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:10<00:46,  1.41it/s, loss=0.413, pair=0.921, adv=1.143, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:10<00:46,  1.41it/s, loss=0.472, pair=1.701, adv=1.226, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:10<00:44,  1.45it/s, loss=0.472, pair=1.701, adv=1.226, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:11<00:44,  1.45it/s, loss=0.576, pair=1.551, adv=1.176, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:11<00:45,  1.41it/s, loss=0.576, pair=1.551, adv=1.176, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:12<00:45,  1.41it/s, loss=0.427, pair=1.351, adv=1.087, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:12<00:42,  1.47it/s, loss=0.427, pair=1.351, adv=1.087, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:13<00:42,  1.47it/s, loss=0.490, pair=2.164, adv=1.161, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:13<00:43,  1.41it/s, loss=0.490, pair=2.164, adv=1.161, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:13<00:43,  1.41it/s, loss=0.426, pair=1.849, adv=0.951, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:13<00:40,  1.50it/s, loss=0.426, pair=1.849, adv=0.951, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:14<00:40,  1.50it/s, loss=0.604, pair=1.367, adv=1.247, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:14<00:43,  1.39it/s, loss=0.604, pair=1.367, adv=1.247, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:15<00:43,  1.39it/s, loss=0.533, pair=1.332, adv=1.129, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:15<00:40,  1.46it/s, loss=0.533, pair=1.332, adv=1.129, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:15<00:40,  1.46it/s, loss=0.442, pair=1.374, adv=1.240, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:15<00:40,  1.42it/s, loss=0.442, pair=1.374, adv=1.240, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:16<00:40,  1.42it/s, loss=0.428, pair=1.397, adv=1.204, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:16<00:38,  1.48it/s, loss=0.428, pair=1.397, adv=1.204, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:17<00:38,  1.48it/s, loss=0.436, pair=1.470, adv=1.164, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:17<00:39,  1.41it/s, loss=0.436, pair=1.470, adv=1.164, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:17<00:39,  1.41it/s, loss=0.395, pair=1.104, adv=1.072, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:17<00:37,  1.49it/s, loss=0.395, pair=1.104, adv=1.072, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:18<00:37,  1.49it/s, loss=0.418, pair=1.350, adv=1.194, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:18<00:37,  1.44it/s, loss=0.418, pair=1.350, adv=1.194, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:19<00:37,  1.44it/s, loss=0.414, pair=1.470, adv=1.101, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:19<00:35,  1.50it/s, loss=0.414, pair=1.470, adv=1.101, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:20<00:35,  1.50it/s, loss=0.425, pair=1.380, adv=1.113, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:20<00:36,  1.42it/s, loss=0.425, pair=1.380, adv=1.113, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:20<00:36,  1.42it/s, loss=0.402, pair=1.083, adv=1.103, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:20<00:34,  1.48it/s, loss=0.402, pair=1.083, adv=1.103, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:21<00:34,  1.48it/s, loss=0.386, pair=0.697, adv=1.264, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:21<00:34,  1.44it/s, loss=0.386, pair=0.697, adv=1.264, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:21<00:34,  1.44it/s, loss=0.400, pair=1.293, adv=1.151, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:21<00:32,  1.53it/s, loss=0.400, pair=1.293, adv=1.151, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:22<00:32,  1.53it/s, loss=0.441, pair=1.380, adv=1.138, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:22<00:32,  1.46it/s, loss=0.441, pair=1.380, adv=1.138, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:23<00:32,  1.46it/s, loss=0.387, pair=0.990, adv=0.966, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:23<00:30,  1.53it/s, loss=0.387, pair=0.990, adv=0.966, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:24<00:30,  1.53it/s, loss=0.393, pair=1.066, adv=1.165, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:24<00:31,  1.45it/s, loss=0.393, pair=1.066, adv=1.165, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:24<00:31,  1.45it/s, loss=0.440, pair=1.417, adv=1.153, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:24<00:29,  1.50it/s, loss=0.440, pair=1.417, adv=1.153, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:25<00:29,  1.50it/s, loss=0.516, pair=1.600, adv=1.192, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:25<00:30,  1.43it/s, loss=0.516, pair=1.600, adv=1.192, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:26<00:30,  1.43it/s, loss=0.400, pair=1.156, adv=1.128, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:26<00:28,  1.52it/s, loss=0.400, pair=1.156, adv=1.128, sprd=0.014
Ep 013/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:26<00:28,  1.52it/s, loss=0.432, pair=1.538, adv=1.152, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:26<00:28,  1.46it/s, loss=0.432, pair=1.538, adv=1.152, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:27<00:28,  1.46it/s, loss=0.458, pair=1.632, adv=1.241, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:27<00:27,  1.49it/s, loss=0.458, pair=1.632, adv=1.241, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:28<00:27,  1.49it/s, loss=0.427, pair=1.479, adv=1.138, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:28<00:27,  1.43it/s, loss=0.427, pair=1.479, adv=1.138, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:28<00:27,  1.43it/s, loss=0.473, pair=2.115, adv=1.240, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:28<00:26,  1.48it/s, loss=0.473, pair=2.115, adv=1.240, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:29<00:26,  1.48it/s, loss=0.444, pair=1.122, adv=1.243, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:29<00:27,  1.38it/s, loss=0.444, pair=1.122, adv=1.243, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:30<00:27,  1.38it/s, loss=0.399, pair=1.070, adv=1.144, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:30<00:25,  1.45it/s, loss=0.399, pair=1.070, adv=1.144, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:30<00:25,  1.45it/s, loss=0.395, pair=0.852, adv=1.232, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:30<00:25,  1.40it/s, loss=0.395, pair=0.852, adv=1.232, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:31<00:25,  1.40it/s, loss=0.397, pair=0.959, adv=1.295, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:31<00:23,  1.47it/s, loss=0.397, pair=0.959, adv=1.295, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:32<00:23,  1.47it/s, loss=0.391, pair=1.022, adv=1.211, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:32<00:24,  1.40it/s, loss=0.391, pair=1.022, adv=1.211, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:32<00:24,  1.40it/s, loss=0.382, pair=0.908, adv=1.051, sprd=0.012
Ep 013/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:32<00:21,  1.50it/s, loss=0.382, pair=0.908, adv=1.051, sprd=0.012
Ep 013/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:33<00:21,  1.50it/s, loss=0.407, pair=0.979, adv=1.130, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:33<00:22,  1.44it/s, loss=0.407, pair=0.979, adv=1.130, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:34<00:22,  1.44it/s, loss=0.415, pair=1.162, adv=1.069, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:34<00:20,  1.49it/s, loss=0.415, pair=1.162, adv=1.069, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:35<00:20,  1.49it/s, loss=0.461, pair=1.144, adv=1.145, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:35<00:21,  1.42it/s, loss=0.461, pair=1.144, adv=1.145, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:35<00:21,  1.42it/s, loss=0.446, pair=1.752, adv=1.235, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:35<00:19,  1.48it/s, loss=0.446, pair=1.752, adv=1.235, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:36<00:19,  1.48it/s, loss=0.404, pair=1.099, adv=1.030, sprd=0.011
Ep 013/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:36<00:19,  1.42it/s, loss=0.404, pair=1.099, adv=1.030, sprd=0.011
Ep 013/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:37<00:19,  1.42it/s, loss=0.447, pair=1.867, adv=1.172, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:37<00:17,  1.51it/s, loss=0.447, pair=1.867, adv=1.172, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:37<00:17,  1.51it/s, loss=0.410, pair=0.949, adv=1.032, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:37<00:17,  1.45it/s, loss=0.410, pair=0.949, adv=1.032, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:38<00:17,  1.45it/s, loss=0.383, pair=1.076, adv=1.224, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:38<00:16,  1.52it/s, loss=0.383, pair=1.076, adv=1.224, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:39<00:16,  1.52it/s, loss=0.418, pair=1.164, adv=1.153, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:39<00:16,  1.45it/s, loss=0.418, pair=1.164, adv=1.153, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:39<00:16,  1.45it/s, loss=0.436, pair=1.302, adv=1.209, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:39<00:15,  1.49it/s, loss=0.436, pair=1.302, adv=1.209, sprd=0.024
Ep 013/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:40<00:15,  1.49it/s, loss=0.549, pair=1.365, adv=1.181, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:40<00:15,  1.44it/s, loss=0.549, pair=1.365, adv=1.181, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:41<00:15,  1.44it/s, loss=0.737, pair=1.969, adv=1.422, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:41<00:14,  1.48it/s, loss=0.737, pair=1.969, adv=1.422, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:41<00:14,  1.48it/s, loss=0.421, pair=1.255, adv=1.052, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:41<00:13,  1.45it/s, loss=0.421, pair=1.255, adv=1.052, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:42<00:13,  1.45it/s, loss=0.441, pair=1.426, adv=1.258, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:42<00:12,  1.50it/s, loss=0.441, pair=1.426, adv=1.258, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:43<00:12,  1.50it/s, loss=0.410, pair=0.914, adv=1.302, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:43<00:12,  1.41it/s, loss=0.410, pair=0.914, adv=1.302, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:43<00:12,  1.41it/s, loss=0.404, pair=1.121, adv=1.156, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:43<00:11,  1.48it/s, loss=0.404, pair=1.121, adv=1.156, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:44<00:11,  1.48it/s, loss=0.494, pair=1.562, adv=1.132, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:44<00:11,  1.37it/s, loss=0.494, pair=1.562, adv=1.132, sprd=0.023
Ep 013/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:45<00:11,  1.37it/s, loss=0.439, pair=1.645, adv=1.366, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:45<00:10,  1.44it/s, loss=0.439, pair=1.645, adv=1.366, sprd=0.020
Ep 013/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:46<00:10,  1.44it/s, loss=0.375, pair=0.704, adv=1.132, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:46<00:09,  1.42it/s, loss=0.375, pair=0.704, adv=1.132, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:46<00:09,  1.42it/s, loss=0.446, pair=1.159, adv=1.188, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:46<00:08,  1.48it/s, loss=0.446, pair=1.159, adv=1.188, sprd=0.026
Ep 013/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:47<00:08,  1.48it/s, loss=0.547, pair=1.787, adv=1.189, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:47<00:08,  1.43it/s, loss=0.547, pair=1.787, adv=1.189, sprd=0.025
Ep 013/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:48<00:08,  1.43it/s, loss=0.426, pair=1.717, adv=1.294, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:48<00:07,  1.50it/s, loss=0.426, pair=1.717, adv=1.294, sprd=0.015
Ep 013/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:48<00:07,  1.50it/s, loss=0.462, pair=1.947, adv=1.192, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:48<00:07,  1.42it/s, loss=0.462, pair=1.947, adv=1.192, sprd=0.017
Ep 013/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:49<00:07,  1.42it/s, loss=0.404, pair=1.271, adv=1.315, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:49<00:06,  1.48it/s, loss=0.404, pair=1.271, adv=1.315, sprd=0.018
Ep 013/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:50<00:06,  1.48it/s, loss=0.440, pair=1.700, adv=1.038, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:50<00:05,  1.47it/s, loss=0.440, pair=1.700, adv=1.038, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:50<00:05,  1.47it/s, loss=0.438, pair=1.404, adv=1.229, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:50<00:04,  1.51it/s, loss=0.438, pair=1.404, adv=1.229, sprd=0.022
Ep 013/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:51<00:04,  1.51it/s, loss=0.411, pair=0.831, adv=1.278, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:51<00:04,  1.44it/s, loss=0.411, pair=0.831, adv=1.278, sprd=0.021
Ep 013/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:52<00:04,  1.44it/s, loss=0.426, pair=1.502, adv=1.190, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:52<00:03,  1.51it/s, loss=0.426, pair=1.502, adv=1.190, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:52<00:03,  1.51it/s, loss=0.420, pair=1.218, adv=1.169, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:52<00:02,  1.45it/s, loss=0.420, pair=1.218, adv=1.169, sprd=0.019
Ep 013/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:53<00:02,  1.45it/s, loss=0.545, pair=0.703, adv=0.959, sprd=0.012
Ep 013/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:53<00:01,  1.55it/s, loss=0.545, pair=0.703, adv=0.959, sprd=0.012
Ep 013/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:54<00:01,  1.55it/s, loss=0.524, pair=1.143, adv=1.221, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:54<00:01,  1.46it/s, loss=0.524, pair=1.143, adv=1.221, sprd=0.016
Ep 013/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:54<00:01,  1.46it/s, loss=0.530, pair=2.855, adv=1.401, sprd=0.025
Ep 013/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:54<00:00,  1.50it/s, loss=0.530, pair=2.855, adv=1.401, sprd=0.025
Ep 013/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:55<00:00,  1.50it/s, loss=0.438, pair=1.356, adv=1.013, sprd=0.021
Ep 013/60 [S1→S2:ramp]: 100%|█| 333/333 [03:55<00:00,  1.43it/s, loss=0.438, pair=1.356, adv=1.013, sprd=0.021
                                                                                                              
Epoch 013/60 [S1→S2:ramp]  loss=0.4851  mat=0.3386  sens=2.3198  pair=1.9651  adv=1.1825(rand=3.37)  deg=0.0190  orth=0.0364  spread=0.0183  q_mean=50.8  q_std=14.3  α=0.14 β=0.06 γ=0.92 λ_grl=0.600  lr=9.09e-05  236s

Ep 014/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 014/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.648, pair=1.470, adv=1.275, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:31,  1.18s/it, loss=0.648, pair=1.470, adv=1.275, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:31,  1.18s/it, loss=0.518, pair=1.672, adv=1.075, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:40,  1.18it/s, loss=0.518, pair=1.672, adv=1.075, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:40,  1.18it/s, loss=0.522, pair=1.340, adv=1.254, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:33,  1.21it/s, loss=0.522, pair=1.340, adv=1.254, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:33,  1.21it/s, loss=0.431, pair=1.053, adv=1.165, sprd=0.014]
Ep 014/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<03:57,  1.39it/s, loss=0.431, pair=1.053, adv=1.165, sprd=0.014]
Ep 014/60 [S1→S2:ramp]:   1%|  | 4/333 [00:04<03:57,  1.39it/s, loss=0.497, pair=1.043, adv=1.142, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:11,  1.30it/s, loss=0.497, pair=1.043, adv=1.142, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:11,  1.30it/s, loss=0.441, pair=0.991, adv=1.107, sprd=0.016]
Ep 014/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:49,  1.43it/s, loss=0.441, pair=0.991, adv=1.107, sprd=0.016]
Ep 014/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:49,  1.43it/s, loss=0.495, pair=1.722, adv=1.119, sprd=0.014]
Ep 014/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:55,  1.38it/s, loss=0.495, pair=1.722, adv=1.119, sprd=0.014]
Ep 014/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:55,  1.38it/s, loss=0.492, pair=1.112, adv=1.045, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   2%|  | 8/333 [00:05<03:42,  1.46it/s, loss=0.492, pair=1.112, adv=1.045, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:42,  1.46it/s, loss=0.460, pair=0.989, adv=1.077, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:50,  1.40it/s, loss=0.460, pair=0.989, adv=1.077, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:50,  1.40it/s, loss=0.416, pair=0.500, adv=1.233, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:37,  1.48it/s, loss=0.416, pair=0.500, adv=1.233, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:37,  1.48it/s, loss=0.488, pair=0.909, adv=1.236, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:41,  1.45it/s, loss=0.488, pair=0.909, adv=1.236, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:41,  1.45it/s, loss=0.501, pair=1.512, adv=1.254, sprd=0.013]
Ep 014/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:26,  1.55it/s, loss=0.501, pair=1.512, adv=1.254, sprd=0.013]
Ep 014/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:26,  1.55it/s, loss=0.698, pair=0.992, adv=1.103, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.698, pair=0.992, adv=1.103, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:42,  1.44it/s, loss=0.480, pair=0.985, adv=1.192, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   4%| | 14/333 [00:09<03:33,  1.50it/s, loss=0.480, pair=0.985, adv=1.192, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:33,  1.50it/s, loss=0.567, pair=1.113, adv=1.184, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   5%| | 15/333 [00:10<03:43,  1.43it/s, loss=0.567, pair=1.113, adv=1.184, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:43,  1.43it/s, loss=0.490, pair=1.272, adv=1.151, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:34,  1.48it/s, loss=0.490, pair=1.272, adv=1.151, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:34,  1.48it/s, loss=0.546, pair=0.732, adv=1.123, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.546, pair=0.732, adv=1.123, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:40,  1.43it/s, loss=0.462, pair=1.000, adv=1.151, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   5%| | 18/333 [00:12<03:32,  1.48it/s, loss=0.462, pair=1.000, adv=1.151, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:32,  1.48it/s, loss=0.452, pair=0.976, adv=1.205, sprd=0.016]
Ep 014/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:38,  1.44it/s, loss=0.452, pair=0.976, adv=1.205, sprd=0.016]
Ep 014/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:38,  1.44it/s, loss=0.501, pair=1.186, adv=1.257, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.501, pair=1.186, adv=1.257, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:28,  1.50it/s, loss=0.478, pair=1.182, adv=1.098, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:   6%| | 21/333 [00:14<03:35,  1.45it/s, loss=0.478, pair=1.182, adv=1.098, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:35,  1.45it/s, loss=0.415, pair=0.581, adv=1.032, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:24,  1.52it/s, loss=0.415, pair=0.581, adv=1.032, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:24,  1.52it/s, loss=0.604, pair=1.787, adv=1.234, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:37,  1.43it/s, loss=0.604, pair=1.787, adv=1.234, sprd=0.030]
Ep 014/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:37,  1.43it/s, loss=0.472, pair=0.984, adv=1.088, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   7%| | 24/333 [00:16<03:27,  1.49it/s, loss=0.472, pair=0.984, adv=1.088, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:27,  1.49it/s, loss=0.457, pair=0.924, adv=1.206, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   8%| | 25/333 [00:17<03:33,  1.44it/s, loss=0.457, pair=0.924, adv=1.206, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:33,  1.44it/s, loss=0.528, pair=1.322, adv=1.434, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:25,  1.49it/s, loss=0.528, pair=1.322, adv=1.434, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:25,  1.49it/s, loss=0.452, pair=0.904, adv=1.084, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:   8%| | 27/333 [00:18<03:30,  1.46it/s, loss=0.452, pair=0.904, adv=1.084, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:30,  1.46it/s, loss=0.463, pair=1.003, adv=1.156, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:   8%| | 28/333 [00:19<03:20,  1.52it/s, loss=0.463, pair=1.003, adv=1.156, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:20,  1.52it/s, loss=0.479, pair=0.719, adv=1.318, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:34,  1.42it/s, loss=0.479, pair=0.719, adv=1.318, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:34,  1.42it/s, loss=0.476, pair=0.843, adv=1.239, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   9%| | 30/333 [00:20<03:23,  1.49it/s, loss=0.476, pair=0.843, adv=1.239, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:23,  1.49it/s, loss=0.582, pair=1.170, adv=1.265, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   9%| | 31/333 [00:21<03:32,  1.42it/s, loss=0.582, pair=1.170, adv=1.265, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.441, pair=0.733, adv=1.203, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:20,  1.50it/s, loss=0.441, pair=0.733, adv=1.203, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:20,  1.50it/s, loss=0.458, pair=0.895, adv=1.121, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.458, pair=0.895, adv=1.121, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:29,  1.43it/s, loss=0.443, pair=0.770, adv=1.110, sprd=0.016]
Ep 014/60 [S1→S2:ramp]:  10%| | 34/333 [00:23<03:14,  1.54it/s, loss=0.443, pair=0.770, adv=1.110, sprd=0.016]
Ep 014/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:14,  1.54it/s, loss=0.543, pair=1.544, adv=1.036, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:26,  1.45it/s, loss=0.543, pair=1.544, adv=1.036, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  11%| | 35/333 [00:24<03:26,  1.45it/s, loss=0.442, pair=0.573, adv=1.264, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  11%| | 36/333 [00:24<03:17,  1.50it/s, loss=0.442, pair=0.573, adv=1.264, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:17,  1.50it/s, loss=0.508, pair=1.077, adv=1.212, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  11%| | 37/333 [00:25<03:26,  1.43it/s, loss=0.508, pair=1.077, adv=1.212, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:26,  1.43it/s, loss=0.437, pair=0.637, adv=1.153, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  11%| | 38/333 [00:26<03:16,  1.50it/s, loss=0.437, pair=0.637, adv=1.153, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:16,  1.50it/s, loss=0.456, pair=0.786, adv=1.133, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:24,  1.44it/s, loss=0.456, pair=0.786, adv=1.133, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  12%| | 39/333 [00:27<03:24,  1.44it/s, loss=0.431, pair=0.695, adv=1.065, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  12%| | 40/333 [00:27<03:12,  1.52it/s, loss=0.431, pair=0.695, adv=1.065, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:12,  1.52it/s, loss=0.462, pair=0.572, adv=1.214, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  12%| | 41/333 [00:28<03:28,  1.40it/s, loss=0.462, pair=0.572, adv=1.214, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:28,  1.40it/s, loss=0.447, pair=0.783, adv=1.133, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:18,  1.47it/s, loss=0.447, pair=0.783, adv=1.133, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:29<03:18,  1.47it/s, loss=0.605, pair=0.822, adv=1.312, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:29<03:33,  1.36it/s, loss=0.605, pair=0.822, adv=1.312, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:30<03:33,  1.36it/s, loss=0.420, pair=0.629, adv=1.198, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:30<03:16,  1.47it/s, loss=0.420, pair=0.629, adv=1.198, sprd=0.018]
Ep 014/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:16,  1.47it/s, loss=0.452, pair=0.445, adv=1.202, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:25,  1.40it/s, loss=0.452, pair=0.445, adv=1.202, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:31<03:25,  1.40it/s, loss=0.409, pair=0.399, adv=1.024, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:31<03:14,  1.48it/s, loss=0.409, pair=0.399, adv=1.024, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:32<03:14,  1.48it/s, loss=0.486, pair=0.501, adv=1.246, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:32<03:21,  1.42it/s, loss=0.486, pair=0.501, adv=1.246, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:21,  1.42it/s, loss=0.464, pair=0.736, adv=1.289, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:33<03:12,  1.48it/s, loss=0.464, pair=0.736, adv=1.289, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:12,  1.48it/s, loss=0.581, pair=0.696, adv=1.212, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.581, pair=0.696, adv=1.212, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:34<03:20,  1.42it/s, loss=0.457, pair=0.665, adv=1.251, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:34<03:10,  1.49it/s, loss=0.457, pair=0.665, adv=1.251, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:35<03:10,  1.49it/s, loss=0.489, pair=0.685, adv=1.182, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:12,  1.46it/s, loss=0.489, pair=0.685, adv=1.182, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:35<03:12,  1.46it/s, loss=0.452, pair=0.856, adv=1.188, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:35<03:05,  1.52it/s, loss=0.452, pair=0.856, adv=1.188, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:36<03:05,  1.52it/s, loss=0.460, pair=0.820, adv=1.147, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:36<03:13,  1.45it/s, loss=0.460, pair=0.820, adv=1.147, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:37<03:13,  1.45it/s, loss=0.454, pair=0.568, adv=1.261, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:37<03:06,  1.49it/s, loss=0.454, pair=0.568, adv=1.261, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:38<03:06,  1.49it/s, loss=0.510, pair=0.773, adv=1.224, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.510, pair=0.773, adv=1.224, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:38<03:14,  1.43it/s, loss=0.427, pair=0.561, adv=1.066, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:38<03:04,  1.50it/s, loss=0.427, pair=0.561, adv=1.066, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:39<03:04,  1.50it/s, loss=0.472, pair=0.593, adv=1.230, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:39<03:19,  1.38it/s, loss=0.472, pair=0.593, adv=1.230, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:40<03:19,  1.38it/s, loss=0.444, pair=0.634, adv=1.355, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:07,  1.47it/s, loss=0.444, pair=0.634, adv=1.355, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:40<03:07,  1.47it/s, loss=0.494, pair=0.993, adv=1.238, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:40<03:14,  1.41it/s, loss=0.494, pair=0.993, adv=1.238, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:41<03:14,  1.41it/s, loss=0.435, pair=0.543, adv=1.298, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:41<03:06,  1.47it/s, loss=0.435, pair=0.543, adv=1.298, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:42<03:06,  1.47it/s, loss=0.465, pair=0.537, adv=1.297, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:42<03:20,  1.36it/s, loss=0.465, pair=0.537, adv=1.297, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:43<03:20,  1.36it/s, loss=0.467, pair=0.885, adv=1.269, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:07,  1.45it/s, loss=0.467, pair=0.885, adv=1.269, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:43<03:07,  1.45it/s, loss=0.654, pair=1.144, adv=1.361, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:43<03:21,  1.34it/s, loss=0.654, pair=1.144, adv=1.361, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:44<03:21,  1.34it/s, loss=0.489, pair=1.087, adv=1.370, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:44<03:08,  1.42it/s, loss=0.489, pair=1.087, adv=1.370, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:45<03:08,  1.42it/s, loss=0.514, pair=1.040, adv=1.306, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.38it/s, loss=0.514, pair=1.040, adv=1.306, sprd=0.025]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:45<03:13,  1.38it/s, loss=0.464, pair=0.880, adv=1.353, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:45<03:02,  1.46it/s, loss=0.464, pair=0.880, adv=1.353, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:46<03:02,  1.46it/s, loss=0.476, pair=0.810, adv=1.358, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:46<03:09,  1.40it/s, loss=0.476, pair=0.810, adv=1.358, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:47<03:09,  1.40it/s, loss=0.469, pair=0.977, adv=1.359, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:59,  1.48it/s, loss=0.469, pair=0.977, adv=1.359, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:47<02:59,  1.48it/s, loss=0.478, pair=0.686, adv=1.307, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:47<03:06,  1.42it/s, loss=0.478, pair=0.686, adv=1.307, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:48<03:06,  1.42it/s, loss=0.434, pair=0.557, adv=1.166, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:48<02:56,  1.49it/s, loss=0.434, pair=0.557, adv=1.166, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:49<02:56,  1.49it/s, loss=0.548, pair=0.540, adv=1.247, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.548, pair=0.540, adv=1.247, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:49<03:00,  1.45it/s, loss=0.432, pair=0.660, adv=1.269, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:49<02:51,  1.52it/s, loss=0.432, pair=0.660, adv=1.269, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:50<02:51,  1.52it/s, loss=0.661, pair=0.553, adv=1.246, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:50<02:59,  1.45it/s, loss=0.661, pair=0.553, adv=1.246, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:51<02:59,  1.45it/s, loss=0.410, pair=0.482, adv=1.179, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:49,  1.53it/s, loss=0.410, pair=0.482, adv=1.179, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:51<02:49,  1.53it/s, loss=0.491, pair=0.594, adv=1.283, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:51<02:56,  1.46it/s, loss=0.491, pair=0.594, adv=1.283, sprd=0.021]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:52<02:56,  1.46it/s, loss=0.421, pair=0.583, adv=1.074, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:52<02:48,  1.53it/s, loss=0.421, pair=0.583, adv=1.074, sprd=0.017]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:53<02:48,  1.53it/s, loss=0.507, pair=0.776, adv=1.446, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.507, pair=0.776, adv=1.446, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:53<02:55,  1.46it/s, loss=0.474, pair=0.945, adv=1.244, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:53<02:49,  1.51it/s, loss=0.474, pair=0.945, adv=1.244, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:54<02:49,  1.51it/s, loss=0.459, pair=0.598, adv=1.235, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:54<02:57,  1.43it/s, loss=0.459, pair=0.598, adv=1.235, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:55<02:57,  1.43it/s, loss=0.432, pair=0.424, adv=1.357, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:55<02:48,  1.50it/s, loss=0.432, pair=0.424, adv=1.357, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:56<02:48,  1.50it/s, loss=0.493, pair=1.173, adv=1.186, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.493, pair=1.173, adv=1.186, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:56<02:57,  1.42it/s, loss=0.470, pair=0.716, adv=1.326, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:56<02:50,  1.48it/s, loss=0.470, pair=0.716, adv=1.326, sprd=0.026]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:57<02:50,  1.48it/s, loss=0.463, pair=0.650, adv=1.283, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:57<03:01,  1.38it/s, loss=0.463, pair=0.650, adv=1.283, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:  25%|▏| 83/333 [00:58<03:01,  1.38it/s, loss=0.476, pair=0.767, adv=1.151, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:50,  1.46it/s, loss=0.476, pair=0.767, adv=1.151, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  25%|▎| 84/333 [00:58<02:50,  1.46it/s, loss=0.543, pair=0.371, adv=1.334, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:58<02:53,  1.43it/s, loss=0.543, pair=0.371, adv=1.334, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 85/333 [00:59<02:53,  1.43it/s, loss=0.478, pair=0.907, adv=1.330, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 86/333 [00:59<02:46,  1.48it/s, loss=0.478, pair=0.907, adv=1.330, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:00<02:46,  1.48it/s, loss=0.458, pair=0.468, adv=1.317, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:51,  1.43it/s, loss=0.458, pair=0.468, adv=1.317, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:00<02:51,  1.43it/s, loss=0.521, pair=0.517, adv=1.230, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:00<02:44,  1.49it/s, loss=0.521, pair=0.517, adv=1.230, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:01<02:44,  1.49it/s, loss=0.436, pair=0.346, adv=1.337, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:01<02:47,  1.45it/s, loss=0.436, pair=0.346, adv=1.337, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:02<02:47,  1.45it/s, loss=0.472, pair=0.646, adv=1.308, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:40,  1.52it/s, loss=0.472, pair=0.646, adv=1.308, sprd=0.020]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:02<02:40,  1.52it/s, loss=0.503, pair=0.692, adv=1.516, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:02<02:50,  1.42it/s, loss=0.503, pair=0.692, adv=1.516, sprd=0.028]
Ep 014/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:03<02:50,  1.42it/s, loss=0.460, pair=0.583, adv=1.424, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:03<02:42,  1.49it/s, loss=0.460, pair=0.583, adv=1.424, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:04<02:42,  1.49it/s, loss=0.445, pair=0.529, adv=1.251, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:49,  1.41it/s, loss=0.445, pair=0.529, adv=1.251, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:04<02:49,  1.41it/s, loss=0.441, pair=0.546, adv=1.323, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:04<02:41,  1.48it/s, loss=0.441, pair=0.546, adv=1.323, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:05<02:41,  1.48it/s, loss=0.437, pair=0.352, adv=1.323, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:05<02:45,  1.44it/s, loss=0.437, pair=0.352, adv=1.323, sprd=0.019]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:06<02:45,  1.44it/s, loss=0.456, pair=0.714, adv=1.200, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:06<02:39,  1.49it/s, loss=0.456, pair=0.714, adv=1.200, sprd=0.023]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:07<02:39,  1.49it/s, loss=0.474, pair=0.585, adv=1.314, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:45,  1.43it/s, loss=0.474, pair=0.585, adv=1.314, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:07<02:45,  1.43it/s, loss=0.439, pair=0.565, adv=1.227, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:07<02:40,  1.46it/s, loss=0.439, pair=0.565, adv=1.227, sprd=0.022]
Ep 014/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:08<02:40,  1.46it/s, loss=0.481, pair=0.647, adv=1.362, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:08<02:45,  1.41it/s, loss=0.481, pair=0.647, adv=1.362, sprd=0.027]
Ep 014/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:09<02:45,  1.41it/s, loss=0.451, pair=0.539, adv=1.431, sprd=0.024]
Ep 014/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.451, pair=0.539, adv=1.431, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:09<02:37,  1.48it/s, loss=0.573, pair=0.776, adv=1.196, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:09<02:42,  1.43it/s, loss=0.573, pair=0.776, adv=1.196, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:10<02:42,  1.43it/s, loss=0.468, pair=0.643, adv=1.434, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:10<02:35,  1.49it/s, loss=0.468, pair=0.643, adv=1.434, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:11<02:35,  1.49it/s, loss=0.455, pair=0.546, adv=1.348, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:44,  1.40it/s, loss=0.455, pair=0.546, adv=1.348, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:11<02:44,  1.40it/s, loss=0.440, pair=0.351, adv=1.307, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:11<02:35,  1.47it/s, loss=0.440, pair=0.351, adv=1.307, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:12<02:35,  1.47it/s, loss=0.447, pair=0.426, adv=1.413, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:12<02:51,  1.33it/s, loss=0.447, pair=0.426, adv=1.413, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:13<02:51,  1.33it/s, loss=0.481, pair=0.836, adv=1.336, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:13<02:43,  1.39it/s, loss=0.481, pair=0.836, adv=1.336, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:14<02:43,  1.39it/s, loss=0.481, pair=0.576, adv=1.495, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:14<03:04,  1.22it/s, loss=0.481, pair=0.576, adv=1.495, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:15<03:04,  1.22it/s, loss=0.451, pair=0.711, adv=1.243, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:15<02:52,  1.30it/s, loss=0.451, pair=0.711, adv=1.243, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:16<02:52,  1.30it/s, loss=0.452, pair=0.810, adv=1.131, sprd=0.016
Ep 014/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:16<03:00,  1.24it/s, loss=0.452, pair=0.810, adv=1.131, sprd=0.016
Ep 014/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:16<03:00,  1.24it/s, loss=0.539, pair=1.646, adv=1.296, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:16<02:44,  1.36it/s, loss=0.539, pair=1.646, adv=1.296, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:17<02:44,  1.36it/s, loss=0.461, pair=0.485, adv=1.516, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:17<02:48,  1.32it/s, loss=0.461, pair=0.485, adv=1.516, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:18<02:48,  1.32it/s, loss=0.461, pair=0.639, adv=1.375, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:38,  1.40it/s, loss=0.461, pair=0.639, adv=1.375, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:18<02:38,  1.40it/s, loss=0.475, pair=0.542, adv=1.434, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:18<02:52,  1.28it/s, loss=0.475, pair=0.542, adv=1.434, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:19<02:52,  1.28it/s, loss=0.468, pair=0.772, adv=1.261, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:19<02:40,  1.36it/s, loss=0.468, pair=0.772, adv=1.261, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:20<02:40,  1.36it/s, loss=0.485, pair=0.343, adv=1.429, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:43,  1.33it/s, loss=0.485, pair=0.343, adv=1.429, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:20<02:43,  1.33it/s, loss=0.467, pair=0.897, adv=1.334, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:20<02:30,  1.44it/s, loss=0.467, pair=0.897, adv=1.334, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:21<02:30,  1.44it/s, loss=0.479, pair=0.454, adv=1.385, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:21<02:35,  1.39it/s, loss=0.479, pair=0.454, adv=1.385, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:22<02:35,  1.39it/s, loss=0.466, pair=0.584, adv=1.372, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:22<02:27,  1.46it/s, loss=0.466, pair=0.584, adv=1.372, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:23<02:27,  1.46it/s, loss=0.922, pair=0.411, adv=1.370, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:23<02:34,  1.38it/s, loss=0.922, pair=0.411, adv=1.370, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:23<02:34,  1.38it/s, loss=0.472, pair=0.521, adv=1.639, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:23<02:27,  1.45it/s, loss=0.472, pair=0.521, adv=1.639, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:24<02:27,  1.45it/s, loss=0.494, pair=0.488, adv=1.463, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:24<02:40,  1.32it/s, loss=0.494, pair=0.488, adv=1.463, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:25<02:40,  1.32it/s, loss=0.481, pair=0.484, adv=1.358, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:25<02:30,  1.40it/s, loss=0.481, pair=0.484, adv=1.358, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:26<02:30,  1.40it/s, loss=0.638, pair=0.364, adv=1.332, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:26<02:44,  1.28it/s, loss=0.638, pair=0.364, adv=1.332, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:26<02:44,  1.28it/s, loss=0.436, pair=0.346, adv=1.529, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:26<02:32,  1.37it/s, loss=0.436, pair=0.346, adv=1.529, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:27<02:32,  1.37it/s, loss=0.464, pair=0.727, adv=1.535, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:27<02:37,  1.32it/s, loss=0.464, pair=0.727, adv=1.535, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:28<02:37,  1.32it/s, loss=0.572, pair=0.473, adv=1.438, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:28<02:26,  1.41it/s, loss=0.572, pair=0.473, adv=1.438, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:29<02:26,  1.41it/s, loss=0.437, pair=0.376, adv=1.404, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:29<02:28,  1.39it/s, loss=0.437, pair=0.376, adv=1.404, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:29<02:28,  1.39it/s, loss=0.445, pair=0.722, adv=1.357, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:29<02:18,  1.47it/s, loss=0.445, pair=0.722, adv=1.357, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:30<02:18,  1.47it/s, loss=0.464, pair=0.705, adv=1.218, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:30<02:32,  1.33it/s, loss=0.464, pair=0.705, adv=1.218, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:31<02:32,  1.33it/s, loss=0.435, pair=0.599, adv=1.496, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:31<02:22,  1.42it/s, loss=0.435, pair=0.599, adv=1.496, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:31<02:22,  1.42it/s, loss=0.452, pair=0.461, adv=1.488, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:31<02:25,  1.39it/s, loss=0.452, pair=0.461, adv=1.488, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:32<02:25,  1.39it/s, loss=0.508, pair=1.191, adv=1.457, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:32<02:19,  1.44it/s, loss=0.508, pair=1.191, adv=1.457, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:33<02:19,  1.44it/s, loss=0.564, pair=0.538, adv=1.327, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:33<02:21,  1.41it/s, loss=0.564, pair=0.538, adv=1.327, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:33<02:21,  1.41it/s, loss=0.420, pair=0.352, adv=1.439, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:33<02:14,  1.48it/s, loss=0.420, pair=0.352, adv=1.439, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:34<02:14,  1.48it/s, loss=0.455, pair=0.460, adv=1.369, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:34<02:17,  1.44it/s, loss=0.455, pair=0.460, adv=1.369, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:35<02:17,  1.44it/s, loss=0.465, pair=0.422, adv=1.402, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:35<02:13,  1.48it/s, loss=0.465, pair=0.422, adv=1.402, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:36<02:13,  1.48it/s, loss=0.437, pair=0.262, adv=1.535, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:36<02:19,  1.40it/s, loss=0.437, pair=0.262, adv=1.535, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:36<02:19,  1.40it/s, loss=0.435, pair=0.341, adv=1.449, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:36<02:13,  1.46it/s, loss=0.435, pair=0.341, adv=1.449, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:37<02:13,  1.46it/s, loss=0.457, pair=0.379, adv=1.652, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:37<02:19,  1.39it/s, loss=0.457, pair=0.379, adv=1.652, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:38<02:19,  1.39it/s, loss=0.484, pair=0.397, adv=1.708, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:38<02:13,  1.45it/s, loss=0.484, pair=0.397, adv=1.708, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:38<02:13,  1.45it/s, loss=0.458, pair=0.413, adv=1.355, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:38<02:19,  1.38it/s, loss=0.458, pair=0.413, adv=1.355, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:39<02:19,  1.38it/s, loss=0.462, pair=0.654, adv=1.398, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:39<02:12,  1.44it/s, loss=0.462, pair=0.654, adv=1.398, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:40<02:12,  1.44it/s, loss=0.455, pair=0.455, adv=1.392, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:40<02:17,  1.38it/s, loss=0.455, pair=0.455, adv=1.392, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:40<02:17,  1.38it/s, loss=0.442, pair=0.426, adv=1.548, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:40<02:10,  1.45it/s, loss=0.442, pair=0.426, adv=1.548, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:41<02:10,  1.45it/s, loss=0.466, pair=0.359, adv=1.353, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:41<02:22,  1.32it/s, loss=0.466, pair=0.359, adv=1.353, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:42<02:22,  1.32it/s, loss=0.437, pair=0.278, adv=1.374, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:42<02:12,  1.41it/s, loss=0.437, pair=0.278, adv=1.374, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:43<02:12,  1.41it/s, loss=0.573, pair=0.327, adv=1.632, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:43<02:16,  1.36it/s, loss=0.573, pair=0.327, adv=1.632, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:43<02:16,  1.36it/s, loss=0.470, pair=0.422, adv=1.669, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:43<02:09,  1.43it/s, loss=0.470, pair=0.422, adv=1.669, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:44<02:09,  1.43it/s, loss=0.420, pair=0.368, adv=1.251, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:44<02:10,  1.41it/s, loss=0.420, pair=0.368, adv=1.251, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:45<02:10,  1.41it/s, loss=0.417, pair=0.285, adv=1.288, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:45<02:03,  1.48it/s, loss=0.417, pair=0.285, adv=1.288, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:46<02:03,  1.48it/s, loss=0.451, pair=0.328, adv=1.314, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:46<02:17,  1.33it/s, loss=0.451, pair=0.328, adv=1.314, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:46<02:17,  1.33it/s, loss=0.419, pair=0.402, adv=1.367, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:46<02:07,  1.42it/s, loss=0.419, pair=0.402, adv=1.367, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:47<02:07,  1.42it/s, loss=0.427, pair=0.302, adv=1.404, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:47<02:11,  1.37it/s, loss=0.427, pair=0.302, adv=1.404, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:48<02:11,  1.37it/s, loss=0.458, pair=0.431, adv=1.562, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:48<02:04,  1.44it/s, loss=0.458, pair=0.431, adv=1.562, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:48<02:04,  1.44it/s, loss=0.454, pair=0.438, adv=1.418, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:48<02:07,  1.40it/s, loss=0.454, pair=0.438, adv=1.418, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:49<02:07,  1.40it/s, loss=0.443, pair=0.489, adv=1.428, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:49<02:00,  1.47it/s, loss=0.443, pair=0.489, adv=1.428, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:50<02:00,  1.47it/s, loss=0.460, pair=0.269, adv=1.507, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:50<02:06,  1.39it/s, loss=0.460, pair=0.269, adv=1.507, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:50<02:06,  1.39it/s, loss=0.433, pair=0.366, adv=1.310, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:50<02:00,  1.46it/s, loss=0.433, pair=0.366, adv=1.310, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:51<02:00,  1.46it/s, loss=0.425, pair=0.271, adv=1.327, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:51<02:22,  1.22it/s, loss=0.425, pair=0.271, adv=1.327, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:52<02:22,  1.22it/s, loss=0.431, pair=0.335, adv=1.469, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:52<02:11,  1.32it/s, loss=0.431, pair=0.335, adv=1.469, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:53<02:11,  1.32it/s, loss=0.427, pair=0.238, adv=1.446, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:53<02:21,  1.21it/s, loss=0.427, pair=0.238, adv=1.446, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:54<02:21,  1.21it/s, loss=0.436, pair=0.357, adv=1.260, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:54<02:09,  1.32it/s, loss=0.436, pair=0.357, adv=1.260, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:55<02:09,  1.32it/s, loss=0.521, pair=0.180, adv=1.351, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:55<02:15,  1.25it/s, loss=0.521, pair=0.180, adv=1.351, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  49%|▍| 163/333 [01:55<02:15,  1.25it/s, loss=0.462, pair=0.485, adv=1.571, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:55<02:10,  1.30it/s, loss=0.462, pair=0.485, adv=1.571, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  49%|▍| 164/333 [01:57<02:10,  1.30it/s, loss=0.457, pair=0.342, adv=1.296, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:57<02:47,  1.00it/s, loss=0.457, pair=0.342, adv=1.296, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  50%|▍| 165/333 [01:57<02:47,  1.00it/s, loss=0.450, pair=0.371, adv=1.413, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:57<02:31,  1.11it/s, loss=0.450, pair=0.371, adv=1.413, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  50%|▍| 166/333 [01:58<02:31,  1.11it/s, loss=0.488, pair=0.791, adv=1.260, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:58<02:33,  1.08it/s, loss=0.488, pair=0.791, adv=1.260, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  50%|▌| 167/333 [01:59<02:33,  1.08it/s, loss=0.435, pair=0.366, adv=1.393, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  50%|▌| 168/333 [01:59<02:17,  1.20it/s, loss=0.435, pair=0.366, adv=1.393, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:00<02:17,  1.20it/s, loss=0.459, pair=0.341, adv=1.564, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:00<02:19,  1.17it/s, loss=0.459, pair=0.341, adv=1.564, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:01<02:19,  1.17it/s, loss=0.442, pair=0.468, adv=1.458, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:01<02:07,  1.27it/s, loss=0.442, pair=0.468, adv=1.458, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:01<02:07,  1.27it/s, loss=0.467, pair=0.432, adv=1.277, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:01<02:06,  1.28it/s, loss=0.467, pair=0.432, adv=1.277, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:02<02:06,  1.28it/s, loss=0.437, pair=0.536, adv=1.515, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:02<01:56,  1.38it/s, loss=0.437, pair=0.536, adv=1.515, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:03<01:56,  1.38it/s, loss=0.448, pair=0.510, adv=1.378, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:03<01:58,  1.35it/s, loss=0.448, pair=0.510, adv=1.378, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:03<01:58,  1.35it/s, loss=0.445, pair=0.346, adv=1.498, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:03<01:51,  1.42it/s, loss=0.445, pair=0.346, adv=1.498, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:04<01:51,  1.42it/s, loss=0.467, pair=0.393, adv=1.441, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:04<02:00,  1.31it/s, loss=0.467, pair=0.393, adv=1.441, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:05<02:00,  1.31it/s, loss=0.412, pair=0.127, adv=1.460, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:05<01:52,  1.40it/s, loss=0.412, pair=0.127, adv=1.460, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:06<01:52,  1.40it/s, loss=0.463, pair=0.286, adv=1.593, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:06<02:01,  1.29it/s, loss=0.463, pair=0.286, adv=1.593, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:06<02:01,  1.29it/s, loss=0.606, pair=0.266, adv=1.406, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:06<01:51,  1.39it/s, loss=0.606, pair=0.266, adv=1.406, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:07<01:51,  1.39it/s, loss=0.454, pair=0.293, adv=1.531, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:07<01:59,  1.29it/s, loss=0.454, pair=0.293, adv=1.531, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:08<01:59,  1.29it/s, loss=0.422, pair=0.354, adv=1.356, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:08<01:49,  1.40it/s, loss=0.422, pair=0.354, adv=1.356, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:09<01:49,  1.40it/s, loss=0.462, pair=0.314, adv=1.479, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:09<01:52,  1.35it/s, loss=0.462, pair=0.314, adv=1.479, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:09<01:52,  1.35it/s, loss=0.447, pair=0.316, adv=1.682, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:09<01:45,  1.43it/s, loss=0.447, pair=0.316, adv=1.682, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:10<01:45,  1.43it/s, loss=0.433, pair=0.366, adv=1.453, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:10<01:49,  1.37it/s, loss=0.433, pair=0.366, adv=1.453, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:11<01:49,  1.37it/s, loss=0.429, pair=0.400, adv=1.351, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:11<01:42,  1.46it/s, loss=0.429, pair=0.400, adv=1.351, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:11<01:42,  1.46it/s, loss=0.463, pair=0.637, adv=1.345, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:11<01:45,  1.41it/s, loss=0.463, pair=0.637, adv=1.345, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:12<01:45,  1.41it/s, loss=0.451, pair=0.462, adv=1.540, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:12<01:40,  1.46it/s, loss=0.451, pair=0.462, adv=1.540, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:13<01:40,  1.46it/s, loss=0.429, pair=0.459, adv=1.328, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:13<01:48,  1.34it/s, loss=0.429, pair=0.459, adv=1.328, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:13<01:48,  1.34it/s, loss=0.454, pair=0.506, adv=1.488, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:13<01:40,  1.45it/s, loss=0.454, pair=0.506, adv=1.488, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:14<01:40,  1.45it/s, loss=0.530, pair=0.272, adv=1.417, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:14<01:42,  1.41it/s, loss=0.530, pair=0.272, adv=1.417, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:15<01:42,  1.41it/s, loss=0.415, pair=0.471, adv=1.212, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:15<01:34,  1.51it/s, loss=0.415, pair=0.471, adv=1.212, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:16<01:34,  1.51it/s, loss=0.542, pair=0.181, adv=1.541, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:16<01:37,  1.45it/s, loss=0.542, pair=0.181, adv=1.541, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:16<01:37,  1.45it/s, loss=0.429, pair=0.357, adv=1.531, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:16<01:33,  1.51it/s, loss=0.429, pair=0.357, adv=1.531, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:17<01:33,  1.51it/s, loss=0.490, pair=0.433, adv=1.699, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:17<01:38,  1.42it/s, loss=0.490, pair=0.433, adv=1.699, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:18<01:38,  1.42it/s, loss=0.448, pair=0.292, adv=1.529, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:18<01:33,  1.48it/s, loss=0.448, pair=0.292, adv=1.529, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:18<01:33,  1.48it/s, loss=0.481, pair=0.479, adv=1.545, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:18<01:37,  1.41it/s, loss=0.481, pair=0.479, adv=1.545, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:19<01:37,  1.41it/s, loss=0.427, pair=0.356, adv=1.456, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:19<01:32,  1.49it/s, loss=0.427, pair=0.356, adv=1.456, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:20<01:32,  1.49it/s, loss=0.459, pair=0.577, adv=1.429, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:20<01:35,  1.42it/s, loss=0.459, pair=0.577, adv=1.429, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:20<01:35,  1.42it/s, loss=0.447, pair=0.326, adv=1.304, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:20<01:30,  1.49it/s, loss=0.447, pair=0.326, adv=1.304, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:21<01:30,  1.49it/s, loss=0.447, pair=0.279, adv=1.397, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:21<01:33,  1.43it/s, loss=0.447, pair=0.279, adv=1.397, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:22<01:33,  1.43it/s, loss=0.451, pair=0.448, adv=1.433, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:22<01:29,  1.49it/s, loss=0.451, pair=0.448, adv=1.433, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:22<01:29,  1.49it/s, loss=0.430, pair=0.274, adv=1.369, sprd=0.015
Ep 014/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:22<01:32,  1.43it/s, loss=0.430, pair=0.274, adv=1.369, sprd=0.015
Ep 014/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:23<01:32,  1.43it/s, loss=0.428, pair=0.279, adv=1.465, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:23<01:27,  1.49it/s, loss=0.428, pair=0.279, adv=1.465, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:24<01:27,  1.49it/s, loss=0.515, pair=0.282, adv=1.631, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:24<01:36,  1.35it/s, loss=0.515, pair=0.282, adv=1.631, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:25<01:36,  1.35it/s, loss=0.464, pair=0.380, adv=1.671, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:25<01:30,  1.42it/s, loss=0.464, pair=0.380, adv=1.671, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:25<01:30,  1.42it/s, loss=0.579, pair=0.541, adv=1.542, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:25<01:32,  1.39it/s, loss=0.579, pair=0.541, adv=1.542, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:26<01:32,  1.39it/s, loss=0.442, pair=0.559, adv=1.434, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:26<01:26,  1.47it/s, loss=0.442, pair=0.559, adv=1.434, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:27<01:26,  1.47it/s, loss=0.486, pair=0.679, adv=1.500, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:27<01:29,  1.41it/s, loss=0.486, pair=0.679, adv=1.500, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:27<01:29,  1.41it/s, loss=0.678, pair=0.185, adv=1.397, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:27<01:24,  1.49it/s, loss=0.678, pair=0.185, adv=1.397, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:28<01:24,  1.49it/s, loss=0.433, pair=0.364, adv=1.488, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:28<01:27,  1.42it/s, loss=0.433, pair=0.364, adv=1.488, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:29<01:27,  1.42it/s, loss=0.459, pair=0.403, adv=1.511, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:29<01:23,  1.48it/s, loss=0.459, pair=0.403, adv=1.511, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:30<01:23,  1.48it/s, loss=0.467, pair=0.283, adv=1.528, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:30<01:30,  1.35it/s, loss=0.467, pair=0.283, adv=1.528, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:30<01:30,  1.35it/s, loss=0.439, pair=0.209, adv=1.634, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:30<01:25,  1.42it/s, loss=0.439, pair=0.209, adv=1.634, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:31<01:25,  1.42it/s, loss=0.479, pair=0.570, adv=1.506, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:31<01:28,  1.36it/s, loss=0.479, pair=0.570, adv=1.506, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:32<01:28,  1.36it/s, loss=0.470, pair=0.459, adv=1.643, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:32<01:24,  1.42it/s, loss=0.470, pair=0.459, adv=1.643, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:33<01:24,  1.42it/s, loss=0.463, pair=0.525, adv=1.385, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:33<01:37,  1.21it/s, loss=0.463, pair=0.525, adv=1.385, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:33<01:37,  1.21it/s, loss=0.429, pair=0.384, adv=1.513, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:33<01:29,  1.31it/s, loss=0.429, pair=0.384, adv=1.513, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:34<01:29,  1.31it/s, loss=0.437, pair=0.411, adv=1.463, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:34<01:31,  1.27it/s, loss=0.437, pair=0.411, adv=1.463, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:35<01:31,  1.27it/s, loss=0.436, pair=0.269, adv=1.461, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:35<01:25,  1.35it/s, loss=0.436, pair=0.269, adv=1.461, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:36<01:25,  1.35it/s, loss=0.454, pair=0.412, adv=1.532, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:36<01:30,  1.26it/s, loss=0.454, pair=0.412, adv=1.532, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:36<01:30,  1.26it/s, loss=0.448, pair=0.286, adv=1.642, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:36<01:24,  1.34it/s, loss=0.448, pair=0.286, adv=1.642, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:37<01:24,  1.34it/s, loss=0.441, pair=0.368, adv=1.513, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:37<01:30,  1.23it/s, loss=0.441, pair=0.368, adv=1.513, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:38<01:30,  1.23it/s, loss=0.440, pair=0.318, adv=1.539, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:38<01:24,  1.32it/s, loss=0.440, pair=0.318, adv=1.539, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:39<01:24,  1.32it/s, loss=0.484, pair=0.228, adv=1.645, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:39<01:28,  1.25it/s, loss=0.484, pair=0.228, adv=1.645, sprd=0.031
Ep 014/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:39<01:28,  1.25it/s, loss=0.423, pair=0.201, adv=1.524, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:39<01:21,  1.34it/s, loss=0.423, pair=0.201, adv=1.524, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:40<01:21,  1.34it/s, loss=0.441, pair=0.242, adv=1.644, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:40<01:21,  1.32it/s, loss=0.441, pair=0.242, adv=1.644, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:41<01:21,  1.32it/s, loss=0.437, pair=0.166, adv=1.713, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:41<01:16,  1.40it/s, loss=0.437, pair=0.166, adv=1.713, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:42<01:16,  1.40it/s, loss=0.479, pair=0.482, adv=1.432, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:42<01:20,  1.31it/s, loss=0.479, pair=0.482, adv=1.432, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:42<01:20,  1.31it/s, loss=0.906, pair=0.308, adv=1.562, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:42<01:15,  1.40it/s, loss=0.906, pair=0.308, adv=1.562, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:43<01:15,  1.40it/s, loss=0.600, pair=0.286, adv=1.601, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:43<01:17,  1.34it/s, loss=0.600, pair=0.286, adv=1.601, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:44<01:17,  1.34it/s, loss=0.453, pair=0.453, adv=1.562, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:44<01:12,  1.42it/s, loss=0.453, pair=0.453, adv=1.562, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:45<01:12,  1.42it/s, loss=0.442, pair=0.248, adv=1.587, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:45<01:14,  1.36it/s, loss=0.442, pair=0.248, adv=1.587, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:45<01:14,  1.36it/s, loss=0.445, pair=0.337, adv=1.489, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:45<01:10,  1.44it/s, loss=0.445, pair=0.337, adv=1.489, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:46<01:10,  1.44it/s, loss=0.539, pair=0.199, adv=1.563, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:46<01:12,  1.38it/s, loss=0.539, pair=0.199, adv=1.563, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:47<01:12,  1.38it/s, loss=0.434, pair=0.409, adv=1.515, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:47<01:07,  1.46it/s, loss=0.434, pair=0.409, adv=1.515, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:47<01:07,  1.46it/s, loss=0.434, pair=0.191, adv=1.480, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:47<01:13,  1.32it/s, loss=0.434, pair=0.191, adv=1.480, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:48<01:13,  1.32it/s, loss=0.428, pair=0.272, adv=1.427, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:48<01:07,  1.43it/s, loss=0.428, pair=0.272, adv=1.427, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:49<01:07,  1.43it/s, loss=0.449, pair=0.215, adv=1.603, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:49<01:09,  1.38it/s, loss=0.449, pair=0.215, adv=1.603, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:49<01:09,  1.38it/s, loss=0.435, pair=0.240, adv=1.616, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:49<01:05,  1.44it/s, loss=0.435, pair=0.240, adv=1.616, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:50<01:05,  1.44it/s, loss=0.427, pair=0.190, adv=1.491, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:50<01:08,  1.37it/s, loss=0.427, pair=0.190, adv=1.491, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:51<01:08,  1.37it/s, loss=0.431, pair=0.253, adv=1.472, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:51<01:04,  1.44it/s, loss=0.431, pair=0.253, adv=1.472, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:52<01:04,  1.44it/s, loss=0.705, pair=0.198, adv=1.520, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:52<01:05,  1.40it/s, loss=0.705, pair=0.198, adv=1.520, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:52<01:05,  1.40it/s, loss=0.424, pair=0.205, adv=1.542, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:52<01:01,  1.48it/s, loss=0.424, pair=0.205, adv=1.542, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:53<01:01,  1.48it/s, loss=0.436, pair=0.159, adv=1.442, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:53<01:03,  1.42it/s, loss=0.436, pair=0.159, adv=1.442, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:54<01:03,  1.42it/s, loss=0.441, pair=0.366, adv=1.529, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:54<00:59,  1.49it/s, loss=0.441, pair=0.366, adv=1.529, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:54<00:59,  1.49it/s, loss=0.548, pair=0.196, adv=1.518, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:54<01:02,  1.42it/s, loss=0.548, pair=0.196, adv=1.518, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:55<01:02,  1.42it/s, loss=0.431, pair=0.297, adv=1.590, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:55<00:58,  1.48it/s, loss=0.431, pair=0.297, adv=1.590, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:56<00:58,  1.48it/s, loss=0.427, pair=0.229, adv=1.464, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:56<01:00,  1.42it/s, loss=0.427, pair=0.229, adv=1.464, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:56<01:00,  1.42it/s, loss=0.417, pair=0.354, adv=1.519, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:56<00:56,  1.51it/s, loss=0.417, pair=0.354, adv=1.519, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  74%|▋| 248/333 [02:57<00:56,  1.51it/s, loss=0.584, pair=0.301, adv=1.607, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:57<00:59,  1.42it/s, loss=0.584, pair=0.301, adv=1.607, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  75%|▋| 249/333 [02:58<00:59,  1.42it/s, loss=0.419, pair=0.210, adv=1.568, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:58<00:55,  1.50it/s, loss=0.419, pair=0.210, adv=1.568, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  75%|▊| 250/333 [02:58<00:55,  1.50it/s, loss=0.434, pair=0.283, adv=1.324, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:58<00:57,  1.43it/s, loss=0.434, pair=0.283, adv=1.324, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  75%|▊| 251/333 [02:59<00:57,  1.43it/s, loss=0.416, pair=0.224, adv=1.542, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  76%|▊| 252/333 [02:59<00:54,  1.49it/s, loss=0.416, pair=0.224, adv=1.542, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:00<00:54,  1.49it/s, loss=0.531, pair=0.252, adv=1.413, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:00<00:55,  1.43it/s, loss=0.531, pair=0.252, adv=1.413, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:00<00:55,  1.43it/s, loss=0.454, pair=0.319, adv=1.578, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:00<00:53,  1.48it/s, loss=0.454, pair=0.319, adv=1.578, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:01<00:53,  1.48it/s, loss=0.439, pair=0.244, adv=1.412, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:01<00:57,  1.35it/s, loss=0.439, pair=0.244, adv=1.412, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:02<00:57,  1.35it/s, loss=0.442, pair=0.185, adv=1.519, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:02<00:53,  1.43it/s, loss=0.442, pair=0.185, adv=1.519, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:03<00:53,  1.43it/s, loss=0.451, pair=0.169, adv=1.573, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:03<00:59,  1.28it/s, loss=0.451, pair=0.169, adv=1.573, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:04<00:59,  1.28it/s, loss=0.439, pair=0.244, adv=1.481, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:04<00:54,  1.37it/s, loss=0.439, pair=0.244, adv=1.481, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:04<00:54,  1.37it/s, loss=0.427, pair=0.348, adv=1.445, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:04<00:54,  1.35it/s, loss=0.427, pair=0.348, adv=1.445, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:05<00:54,  1.35it/s, loss=0.408, pair=0.260, adv=1.480, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:05<00:50,  1.44it/s, loss=0.408, pair=0.260, adv=1.480, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:06<00:50,  1.44it/s, loss=0.440, pair=0.182, adv=1.449, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:06<00:52,  1.36it/s, loss=0.440, pair=0.182, adv=1.449, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:06<00:52,  1.36it/s, loss=0.542, pair=0.259, adv=1.476, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:06<00:49,  1.43it/s, loss=0.542, pair=0.259, adv=1.476, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:07<00:49,  1.43it/s, loss=0.450, pair=0.329, adv=1.603, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:07<00:50,  1.38it/s, loss=0.450, pair=0.329, adv=1.603, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:08<00:50,  1.38it/s, loss=0.425, pair=0.347, adv=1.449, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:08<00:47,  1.46it/s, loss=0.425, pair=0.347, adv=1.449, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:08<00:47,  1.46it/s, loss=0.450, pair=0.357, adv=1.574, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:08<00:48,  1.41it/s, loss=0.450, pair=0.357, adv=1.574, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:09<00:48,  1.41it/s, loss=0.436, pair=0.247, adv=1.574, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:09<00:45,  1.48it/s, loss=0.436, pair=0.247, adv=1.574, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:10<00:45,  1.48it/s, loss=0.455, pair=0.158, adv=1.563, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:10<00:46,  1.41it/s, loss=0.455, pair=0.158, adv=1.563, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:11<00:46,  1.41it/s, loss=0.439, pair=0.147, adv=1.576, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:11<00:44,  1.46it/s, loss=0.439, pair=0.147, adv=1.576, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:11<00:44,  1.46it/s, loss=0.418, pair=0.215, adv=1.419, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:11<00:45,  1.42it/s, loss=0.418, pair=0.215, adv=1.419, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:12<00:45,  1.42it/s, loss=0.424, pair=0.125, adv=1.383, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:12<00:42,  1.48it/s, loss=0.424, pair=0.125, adv=1.383, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:13<00:42,  1.48it/s, loss=0.472, pair=0.245, adv=1.273, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:13<00:47,  1.31it/s, loss=0.472, pair=0.245, adv=1.273, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:14<00:47,  1.31it/s, loss=0.425, pair=0.148, adv=1.587, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:14<00:45,  1.35it/s, loss=0.425, pair=0.148, adv=1.587, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:15<00:45,  1.35it/s, loss=0.417, pair=0.194, adv=1.591, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:15<00:52,  1.14it/s, loss=0.417, pair=0.194, adv=1.591, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:15<00:52,  1.14it/s, loss=0.436, pair=0.215, adv=1.727, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:15<00:48,  1.21it/s, loss=0.436, pair=0.215, adv=1.727, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:16<00:48,  1.21it/s, loss=0.425, pair=0.132, adv=1.441, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:16<00:51,  1.13it/s, loss=0.425, pair=0.132, adv=1.441, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:17<00:51,  1.13it/s, loss=0.411, pair=0.159, adv=1.390, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:17<00:46,  1.22it/s, loss=0.411, pair=0.159, adv=1.390, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:18<00:46,  1.22it/s, loss=0.435, pair=0.124, adv=1.530, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:18<00:50,  1.11it/s, loss=0.435, pair=0.124, adv=1.530, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:19<00:50,  1.11it/s, loss=0.468, pair=0.269, adv=1.581, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:19<00:46,  1.18it/s, loss=0.468, pair=0.269, adv=1.581, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:20<00:46,  1.18it/s, loss=0.422, pair=0.243, adv=1.385, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:20<00:49,  1.10it/s, loss=0.422, pair=0.243, adv=1.385, sprd=0.019
Ep 014/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:21<00:49,  1.10it/s, loss=0.445, pair=0.284, adv=1.642, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:21<00:43,  1.22it/s, loss=0.445, pair=0.284, adv=1.642, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:22<00:43,  1.22it/s, loss=0.454, pair=0.301, adv=1.503, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:22<00:43,  1.18it/s, loss=0.454, pair=0.301, adv=1.503, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:22<00:43,  1.18it/s, loss=0.453, pair=0.354, adv=1.633, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:22<00:40,  1.27it/s, loss=0.453, pair=0.354, adv=1.633, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:23<00:40,  1.27it/s, loss=0.439, pair=0.209, adv=1.510, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:23<00:40,  1.22it/s, loss=0.439, pair=0.209, adv=1.510, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:24<00:40,  1.22it/s, loss=0.472, pair=0.452, adv=1.738, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:24<00:37,  1.31it/s, loss=0.472, pair=0.452, adv=1.738, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:24<00:37,  1.31it/s, loss=0.435, pair=0.134, adv=1.578, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:24<00:37,  1.29it/s, loss=0.435, pair=0.134, adv=1.578, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:25<00:37,  1.29it/s, loss=0.461, pair=0.532, adv=1.568, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:25<00:34,  1.37it/s, loss=0.461, pair=0.532, adv=1.568, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:26<00:34,  1.37it/s, loss=0.567, pair=0.756, adv=1.590, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:26<00:35,  1.29it/s, loss=0.567, pair=0.756, adv=1.590, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:27<00:35,  1.29it/s, loss=0.497, pair=0.563, adv=1.802, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:27<00:32,  1.37it/s, loss=0.497, pair=0.563, adv=1.802, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:27<00:32,  1.37it/s, loss=0.449, pair=0.111, adv=1.690, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:27<00:32,  1.34it/s, loss=0.449, pair=0.111, adv=1.690, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:28<00:32,  1.34it/s, loss=0.454, pair=0.265, adv=1.696, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:28<00:30,  1.40it/s, loss=0.454, pair=0.265, adv=1.696, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:29<00:30,  1.40it/s, loss=0.449, pair=0.355, adv=1.602, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:29<00:30,  1.36it/s, loss=0.449, pair=0.355, adv=1.602, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:29<00:30,  1.36it/s, loss=0.421, pair=0.239, adv=1.357, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:29<00:28,  1.45it/s, loss=0.421, pair=0.239, adv=1.357, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:30<00:28,  1.45it/s, loss=0.465, pair=0.243, adv=1.649, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:30<00:29,  1.37it/s, loss=0.465, pair=0.243, adv=1.649, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:31<00:29,  1.37it/s, loss=0.439, pair=0.168, adv=1.710, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:31<00:26,  1.45it/s, loss=0.439, pair=0.168, adv=1.710, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:32<00:26,  1.45it/s, loss=0.453, pair=0.153, adv=1.637, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:32<00:27,  1.38it/s, loss=0.453, pair=0.153, adv=1.637, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:32<00:27,  1.38it/s, loss=0.409, pair=0.183, adv=1.549, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:32<00:25,  1.46it/s, loss=0.409, pair=0.183, adv=1.549, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:33<00:25,  1.46it/s, loss=0.868, pair=0.171, adv=1.656, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:33<00:25,  1.39it/s, loss=0.868, pair=0.171, adv=1.656, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:34<00:25,  1.39it/s, loss=0.459, pair=0.137, adv=1.755, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:34<00:24,  1.45it/s, loss=0.459, pair=0.137, adv=1.755, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:34<00:24,  1.45it/s, loss=0.428, pair=0.157, adv=1.599, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:34<00:24,  1.39it/s, loss=0.428, pair=0.157, adv=1.599, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:35<00:24,  1.39it/s, loss=0.442, pair=0.135, adv=1.756, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:35<00:22,  1.46it/s, loss=0.442, pair=0.135, adv=1.756, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:36<00:22,  1.46it/s, loss=0.457, pair=0.297, adv=1.624, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:36<00:23,  1.38it/s, loss=0.457, pair=0.297, adv=1.624, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:36<00:23,  1.38it/s, loss=0.444, pair=0.344, adv=1.646, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:36<00:21,  1.45it/s, loss=0.444, pair=0.344, adv=1.646, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:37<00:21,  1.45it/s, loss=0.441, pair=0.130, adv=1.674, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:37<00:21,  1.40it/s, loss=0.441, pair=0.130, adv=1.674, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:38<00:21,  1.40it/s, loss=0.458, pair=0.132, adv=1.747, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:38<00:19,  1.45it/s, loss=0.458, pair=0.132, adv=1.747, sprd=0.030
Ep 014/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:39<00:19,  1.45it/s, loss=0.451, pair=0.241, adv=1.519, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:39<00:21,  1.33it/s, loss=0.451, pair=0.241, adv=1.519, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:39<00:21,  1.33it/s, loss=0.444, pair=0.189, adv=1.647, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:39<00:19,  1.41it/s, loss=0.444, pair=0.189, adv=1.647, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:40<00:19,  1.41it/s, loss=0.456, pair=0.220, adv=1.579, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:40<00:19,  1.37it/s, loss=0.456, pair=0.220, adv=1.579, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:41<00:19,  1.37it/s, loss=0.428, pair=0.355, adv=1.563, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:41<00:17,  1.45it/s, loss=0.428, pair=0.355, adv=1.563, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:42<00:17,  1.45it/s, loss=0.458, pair=0.201, adv=1.635, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:42<00:17,  1.40it/s, loss=0.458, pair=0.201, adv=1.635, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:42<00:17,  1.40it/s, loss=0.449, pair=0.176, adv=1.699, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:42<00:15,  1.46it/s, loss=0.449, pair=0.176, adv=1.699, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:43<00:15,  1.46it/s, loss=0.578, pair=0.164, adv=1.675, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:43<00:15,  1.40it/s, loss=0.578, pair=0.164, adv=1.675, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:44<00:15,  1.40it/s, loss=0.469, pair=0.292, adv=1.738, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:44<00:14,  1.45it/s, loss=0.469, pair=0.292, adv=1.738, sprd=0.029
Ep 014/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:44<00:14,  1.45it/s, loss=0.447, pair=0.215, adv=1.579, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:44<00:14,  1.39it/s, loss=0.447, pair=0.215, adv=1.579, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:45<00:14,  1.39it/s, loss=0.497, pair=0.193, adv=1.590, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:45<00:12,  1.48it/s, loss=0.497, pair=0.193, adv=1.590, sprd=0.027
Ep 014/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:46<00:12,  1.48it/s, loss=0.491, pair=0.122, adv=1.635, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:46<00:12,  1.40it/s, loss=0.491, pair=0.122, adv=1.635, sprd=0.028
Ep 014/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:46<00:12,  1.40it/s, loss=0.436, pair=0.258, adv=1.704, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:46<00:11,  1.47it/s, loss=0.436, pair=0.258, adv=1.704, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:47<00:11,  1.47it/s, loss=0.439, pair=0.253, adv=1.418, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:47<00:11,  1.43it/s, loss=0.439, pair=0.253, adv=1.418, sprd=0.020
Ep 014/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:48<00:11,  1.43it/s, loss=0.418, pair=0.098, adv=1.659, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:48<00:09,  1.51it/s, loss=0.418, pair=0.098, adv=1.659, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:48<00:09,  1.51it/s, loss=0.446, pair=0.140, adv=1.500, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:48<00:09,  1.41it/s, loss=0.446, pair=0.140, adv=1.500, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:49<00:09,  1.41it/s, loss=0.439, pair=0.193, adv=1.736, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:49<00:08,  1.48it/s, loss=0.439, pair=0.193, adv=1.736, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:50<00:08,  1.48it/s, loss=0.438, pair=0.286, adv=1.645, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:50<00:08,  1.40it/s, loss=0.438, pair=0.286, adv=1.645, sprd=0.022
Ep 014/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:50<00:08,  1.40it/s, loss=0.415, pair=0.107, adv=1.652, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:50<00:07,  1.48it/s, loss=0.415, pair=0.107, adv=1.652, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:51<00:07,  1.48it/s, loss=0.428, pair=0.198, adv=1.658, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:51<00:07,  1.42it/s, loss=0.428, pair=0.198, adv=1.658, sprd=0.021
Ep 014/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:52<00:07,  1.42it/s, loss=0.452, pair=0.243, adv=1.698, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:52<00:06,  1.47it/s, loss=0.452, pair=0.243, adv=1.698, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:53<00:06,  1.47it/s, loss=0.410, pair=0.063, adv=1.513, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:53<00:05,  1.34it/s, loss=0.410, pair=0.063, adv=1.513, sprd=0.018
Ep 014/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:53<00:05,  1.34it/s, loss=0.420, pair=0.314, adv=1.591, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:53<00:04,  1.43it/s, loss=0.420, pair=0.314, adv=1.591, sprd=0.017
Ep 014/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:54<00:04,  1.43it/s, loss=0.460, pair=0.453, adv=1.687, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:54<00:04,  1.30it/s, loss=0.460, pair=0.453, adv=1.687, sprd=0.025
Ep 014/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:55<00:04,  1.30it/s, loss=1.435, pair=0.690, adv=1.525, sprd=0.016
Ep 014/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:55<00:03,  1.41it/s, loss=1.435, pair=0.690, adv=1.525, sprd=0.016
Ep 014/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:56<00:03,  1.41it/s, loss=0.442, pair=0.150, adv=1.758, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:56<00:03,  1.27it/s, loss=0.442, pair=0.150, adv=1.758, sprd=0.023
Ep 014/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:56<00:03,  1.27it/s, loss=0.450, pair=0.289, adv=1.728, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:56<00:02,  1.34it/s, loss=0.450, pair=0.289, adv=1.728, sprd=0.026
Ep 014/60 [S1→S2:ramp]:  99%|▉| 330/333 [03:57<00:02,  1.34it/s, loss=0.451, pair=0.150, adv=1.625, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:57<00:01,  1.22it/s, loss=0.451, pair=0.150, adv=1.625, sprd=0.024
Ep 014/60 [S1→S2:ramp]:  99%|▉| 331/333 [03:58<00:01,  1.22it/s, loss=0.458, pair=0.269, adv=1.787, sprd=0.028
Ep 014/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:58<00:00,  1.30it/s, loss=0.458, pair=0.269, adv=1.787, sprd=0.028
Ep 014/60 [S1→S2:ramp]: 100%|▉| 332/333 [03:59<00:00,  1.30it/s, loss=0.460, pair=0.197, adv=1.579, sprd=0.029
Ep 014/60 [S1→S2:ramp]: 100%|█| 333/333 [03:59<00:00,  1.20it/s, loss=0.460, pair=0.197, adv=1.579, sprd=0.029
                                                                                                              
Epoch 014/60 [S1→S2:ramp]  loss=0.4731  mat=0.3309  sens=0.9194  pair=0.4929  adv=1.4216(rand=3.37)  deg=0.0194  orth=0.0229  spread=0.0226  q_mean=50.6  q_std=14.5  α=0.16 β=0.09 γ=0.88 λ_grl=0.600  lr=8.94e-05  240s

Ep 015/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 015/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.680, pair=0.199, adv=1.760, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<07:13,  1.31s/it, loss=0.680, pair=0.199, adv=1.760, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<07:13,  1.31s/it, loss=0.443, pair=0.233, adv=1.544, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:50,  1.14it/s, loss=0.443, pair=0.233, adv=1.544, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:50,  1.14it/s, loss=0.474, pair=0.151, adv=1.610, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:52,  1.13it/s, loss=0.474, pair=0.151, adv=1.610, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:52,  1.13it/s, loss=0.478, pair=0.448, adv=1.696, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<04:09,  1.32it/s, loss=0.478, pair=0.448, adv=1.696, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   1%|  | 4/333 [00:04<04:09,  1.32it/s, loss=0.446, pair=0.197, adv=1.546, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:09,  1.31it/s, loss=0.446, pair=0.197, adv=1.546, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:09,  1.31it/s, loss=0.470, pair=0.133, adv=1.778, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:53,  1.40it/s, loss=0.470, pair=0.133, adv=1.778, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:53,  1.40it/s, loss=0.451, pair=0.080, adv=1.761, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<03:58,  1.36it/s, loss=0.451, pair=0.080, adv=1.761, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   2%|  | 7/333 [00:06<03:58,  1.36it/s, loss=0.452, pair=0.055, adv=1.746, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:44,  1.44it/s, loss=0.452, pair=0.055, adv=1.746, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<03:44,  1.44it/s, loss=0.467, pair=0.182, adv=1.643, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:   3%|  | 9/333 [00:06<03:51,  1.40it/s, loss=0.467, pair=0.182, adv=1.643, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:   3%|  | 9/333 [00:07<03:51,  1.40it/s, loss=0.471, pair=0.266, adv=1.749, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:   3%| | 10/333 [00:07<03:38,  1.48it/s, loss=0.471, pair=0.266, adv=1.749, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:   3%| | 10/333 [00:08<03:38,  1.48it/s, loss=0.499, pair=0.380, adv=1.695, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:50,  1.39it/s, loss=0.499, pair=0.380, adv=1.695, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   3%| | 11/333 [00:08<03:50,  1.39it/s, loss=0.464, pair=0.221, adv=1.633, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   4%| | 12/333 [00:08<03:38,  1.47it/s, loss=0.464, pair=0.221, adv=1.633, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   4%| | 12/333 [00:09<03:38,  1.47it/s, loss=0.498, pair=0.276, adv=1.674, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   4%| | 13/333 [00:09<03:55,  1.36it/s, loss=0.498, pair=0.276, adv=1.674, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   4%| | 13/333 [00:10<03:55,  1.36it/s, loss=0.454, pair=0.142, adv=1.662, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:   4%| | 14/333 [00:10<03:42,  1.43it/s, loss=0.454, pair=0.142, adv=1.662, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:   4%| | 14/333 [00:11<03:42,  1.43it/s, loss=0.453, pair=0.152, adv=1.685, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:52,  1.37it/s, loss=0.453, pair=0.152, adv=1.685, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   5%| | 15/333 [00:11<03:52,  1.37it/s, loss=0.540, pair=0.570, adv=1.967, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   5%| | 16/333 [00:11<03:40,  1.44it/s, loss=0.540, pair=0.570, adv=1.967, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:   5%| | 16/333 [00:12<03:40,  1.44it/s, loss=0.453, pair=0.129, adv=1.709, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   5%| | 17/333 [00:12<03:48,  1.38it/s, loss=0.453, pair=0.129, adv=1.709, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   5%| | 17/333 [00:13<03:48,  1.38it/s, loss=0.453, pair=0.113, adv=1.612, sprd=0.016]
Ep 015/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:33,  1.48it/s, loss=0.453, pair=0.113, adv=1.612, sprd=0.016]
Ep 015/60 [S1→S2:ramp]:   5%| | 18/333 [00:13<03:33,  1.48it/s, loss=0.463, pair=0.141, adv=1.737, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   6%| | 19/333 [00:13<03:50,  1.36it/s, loss=0.463, pair=0.141, adv=1.737, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:   6%| | 19/333 [00:14<03:50,  1.36it/s, loss=0.498, pair=0.529, adv=1.692, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   6%| | 20/333 [00:14<03:33,  1.47it/s, loss=0.498, pair=0.529, adv=1.692, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   6%| | 20/333 [00:15<03:33,  1.47it/s, loss=0.674, pair=0.134, adv=1.724, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:43,  1.40it/s, loss=0.674, pair=0.134, adv=1.724, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:   6%| | 21/333 [00:15<03:43,  1.40it/s, loss=0.459, pair=0.111, adv=1.870, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   7%| | 22/333 [00:15<03:33,  1.45it/s, loss=0.459, pair=0.111, adv=1.870, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   7%| | 22/333 [00:16<03:33,  1.45it/s, loss=0.470, pair=0.172, adv=1.781, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   7%| | 23/333 [00:16<03:42,  1.39it/s, loss=0.470, pair=0.172, adv=1.781, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:   7%| | 23/333 [00:17<03:42,  1.39it/s, loss=0.487, pair=0.242, adv=1.898, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   7%| | 24/333 [00:17<03:31,  1.46it/s, loss=0.487, pair=0.242, adv=1.898, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   7%| | 24/333 [00:18<03:31,  1.46it/s, loss=0.488, pair=0.104, adv=1.967, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:41,  1.39it/s, loss=0.488, pair=0.104, adv=1.967, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   8%| | 25/333 [00:18<03:41,  1.39it/s, loss=0.436, pair=0.089, adv=1.690, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:   8%| | 26/333 [00:18<03:29,  1.47it/s, loss=0.436, pair=0.089, adv=1.690, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:   8%| | 26/333 [00:19<03:29,  1.47it/s, loss=0.483, pair=0.149, adv=1.747, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   8%| | 27/333 [00:19<03:37,  1.41it/s, loss=0.483, pair=0.149, adv=1.747, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:   8%| | 27/333 [00:20<03:37,  1.41it/s, loss=0.445, pair=0.171, adv=1.753, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.445, pair=0.171, adv=1.753, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:   8%| | 28/333 [00:20<03:24,  1.49it/s, loss=0.473, pair=0.273, adv=1.576, sprd=0.017]
Ep 015/60 [S1→S2:ramp]:   9%| | 29/333 [00:20<03:32,  1.43it/s, loss=0.473, pair=0.273, adv=1.576, sprd=0.017]
Ep 015/60 [S1→S2:ramp]:   9%| | 29/333 [00:21<03:32,  1.43it/s, loss=0.458, pair=0.150, adv=1.739, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:   9%| | 30/333 [00:21<03:22,  1.50it/s, loss=0.458, pair=0.150, adv=1.739, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:   9%| | 30/333 [00:22<03:22,  1.50it/s, loss=0.490, pair=0.201, adv=1.729, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.490, pair=0.201, adv=1.729, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:   9%| | 31/333 [00:22<03:32,  1.42it/s, loss=0.485, pair=0.235, adv=1.794, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  10%| | 32/333 [00:22<03:23,  1.48it/s, loss=0.485, pair=0.235, adv=1.794, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  10%| | 32/333 [00:23<03:23,  1.48it/s, loss=0.449, pair=0.156, adv=1.769, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  10%| | 33/333 [00:23<03:34,  1.40it/s, loss=0.449, pair=0.156, adv=1.769, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  10%| | 33/333 [00:24<03:34,  1.40it/s, loss=0.471, pair=0.290, adv=1.815, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  10%| | 34/333 [00:24<03:24,  1.46it/s, loss=0.471, pair=0.290, adv=1.815, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  10%| | 34/333 [00:25<03:24,  1.46it/s, loss=0.478, pair=0.088, adv=1.829, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:47,  1.31it/s, loss=0.478, pair=0.088, adv=1.829, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  11%| | 35/333 [00:25<03:47,  1.31it/s, loss=0.473, pair=0.207, adv=1.774, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  11%| | 36/333 [00:25<03:33,  1.39it/s, loss=0.473, pair=0.207, adv=1.774, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  11%| | 36/333 [00:26<03:33,  1.39it/s, loss=0.475, pair=0.209, adv=1.799, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  11%| | 37/333 [00:26<03:46,  1.31it/s, loss=0.475, pair=0.209, adv=1.799, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  11%| | 37/333 [00:27<03:46,  1.31it/s, loss=0.446, pair=0.106, adv=1.817, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  11%| | 38/333 [00:27<03:33,  1.38it/s, loss=0.446, pair=0.106, adv=1.817, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  11%| | 38/333 [00:28<03:33,  1.38it/s, loss=0.787, pair=0.182, adv=1.863, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  12%| | 39/333 [00:28<03:45,  1.30it/s, loss=0.787, pair=0.182, adv=1.863, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  12%| | 39/333 [00:28<03:45,  1.30it/s, loss=0.744, pair=0.193, adv=1.827, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  12%| | 40/333 [00:28<03:31,  1.39it/s, loss=0.744, pair=0.193, adv=1.827, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  12%| | 40/333 [00:29<03:31,  1.39it/s, loss=0.482, pair=0.200, adv=1.805, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  12%| | 41/333 [00:29<03:47,  1.28it/s, loss=0.482, pair=0.200, adv=1.805, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  12%| | 41/333 [00:30<03:47,  1.28it/s, loss=0.485, pair=0.162, adv=1.945, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:30<03:32,  1.37it/s, loss=0.485, pair=0.162, adv=1.945, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:31<03:32,  1.37it/s, loss=0.472, pair=0.271, adv=1.719, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:31<03:33,  1.36it/s, loss=0.472, pair=0.271, adv=1.719, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:31<03:33,  1.36it/s, loss=0.453, pair=0.167, adv=1.746, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:31<03:19,  1.45it/s, loss=0.453, pair=0.167, adv=1.746, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:32<03:19,  1.45it/s, loss=0.468, pair=0.111, adv=1.576, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:32<03:26,  1.40it/s, loss=0.468, pair=0.111, adv=1.576, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:33<03:26,  1.40it/s, loss=0.473, pair=0.135, adv=1.893, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:33<03:17,  1.45it/s, loss=0.473, pair=0.135, adv=1.893, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:33<03:17,  1.45it/s, loss=0.494, pair=0.155, adv=1.925, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:33<03:25,  1.39it/s, loss=0.494, pair=0.155, adv=1.925, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:34<03:25,  1.39it/s, loss=0.463, pair=0.150, adv=1.854, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:34<03:14,  1.46it/s, loss=0.463, pair=0.150, adv=1.854, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:35<03:14,  1.46it/s, loss=0.578, pair=0.135, adv=1.855, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:35<03:33,  1.33it/s, loss=0.578, pair=0.135, adv=1.855, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:36<03:33,  1.33it/s, loss=0.462, pair=0.155, adv=1.823, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:36<03:22,  1.40it/s, loss=0.462, pair=0.155, adv=1.823, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:37<03:22,  1.40it/s, loss=0.468, pair=0.142, adv=1.763, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:37<03:56,  1.19it/s, loss=0.468, pair=0.142, adv=1.763, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:37<03:56,  1.19it/s, loss=0.480, pair=0.127, adv=1.803, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:37<03:38,  1.28it/s, loss=0.480, pair=0.127, adv=1.803, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:39<03:38,  1.28it/s, loss=0.470, pair=0.135, adv=1.855, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:39<04:22,  1.07it/s, loss=0.470, pair=0.135, adv=1.855, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:39<04:22,  1.07it/s, loss=0.436, pair=0.090, adv=1.802, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:39<03:55,  1.18it/s, loss=0.436, pair=0.090, adv=1.802, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:40<03:55,  1.18it/s, loss=0.731, pair=0.079, adv=1.847, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:40<03:57,  1.17it/s, loss=0.731, pair=0.079, adv=1.847, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:41<03:57,  1.17it/s, loss=0.451, pair=0.120, adv=1.837, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:41<03:37,  1.28it/s, loss=0.451, pair=0.120, adv=1.837, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:42<03:37,  1.28it/s, loss=0.476, pair=0.141, adv=1.820, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:42<03:48,  1.21it/s, loss=0.476, pair=0.141, adv=1.820, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:42<03:48,  1.21it/s, loss=0.494, pair=0.179, adv=1.959, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:42<03:31,  1.30it/s, loss=0.494, pair=0.179, adv=1.959, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:43<03:31,  1.30it/s, loss=0.493, pair=0.171, adv=1.728, sprd=0.017]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:43<03:29,  1.31it/s, loss=0.493, pair=0.171, adv=1.728, sprd=0.017]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 59/333 [00:44<03:29,  1.31it/s, loss=0.582, pair=0.105, adv=1.963, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:44<03:16,  1.39it/s, loss=0.582, pair=0.105, adv=1.963, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 60/333 [00:44<03:16,  1.39it/s, loss=0.614, pair=0.080, adv=2.001, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:44<03:20,  1.36it/s, loss=0.614, pair=0.080, adv=2.001, sprd=0.030]
Ep 015/60 [S1→S2:ramp]:  18%|▏| 61/333 [00:45<03:20,  1.36it/s, loss=0.497, pair=0.222, adv=1.985, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:45<03:09,  1.43it/s, loss=0.497, pair=0.222, adv=1.985, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 62/333 [00:46<03:09,  1.43it/s, loss=0.476, pair=0.153, adv=1.971, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:46<03:17,  1.37it/s, loss=0.476, pair=0.153, adv=1.971, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 63/333 [00:46<03:17,  1.37it/s, loss=0.464, pair=0.121, adv=1.846, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:46<03:06,  1.45it/s, loss=0.464, pair=0.121, adv=1.846, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  19%|▏| 64/333 [00:47<03:06,  1.45it/s, loss=0.498, pair=0.214, adv=1.924, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:47<03:23,  1.32it/s, loss=0.498, pair=0.214, adv=1.924, sprd=0.026]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 65/333 [00:48<03:23,  1.32it/s, loss=0.458, pair=0.135, adv=1.606, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:48<03:07,  1.43it/s, loss=0.458, pair=0.135, adv=1.606, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 66/333 [00:49<03:07,  1.43it/s, loss=0.488, pair=0.103, adv=1.851, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:49<03:16,  1.35it/s, loss=0.488, pair=0.103, adv=1.851, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 67/333 [00:49<03:16,  1.35it/s, loss=0.447, pair=0.108, adv=1.810, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:49<03:03,  1.44it/s, loss=0.447, pair=0.108, adv=1.810, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  20%|▏| 68/333 [00:50<03:03,  1.44it/s, loss=0.468, pair=0.067, adv=1.846, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:50<03:11,  1.38it/s, loss=0.468, pair=0.067, adv=1.846, sprd=0.025]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 69/333 [00:51<03:11,  1.38it/s, loss=0.440, pair=0.158, adv=1.768, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:51<02:57,  1.48it/s, loss=0.440, pair=0.158, adv=1.768, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 70/333 [00:52<02:57,  1.48it/s, loss=0.499, pair=0.151, adv=1.974, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:52<03:08,  1.39it/s, loss=0.499, pair=0.151, adv=1.974, sprd=0.029]
Ep 015/60 [S1→S2:ramp]:  21%|▏| 71/333 [00:52<03:08,  1.39it/s, loss=0.456, pair=0.152, adv=1.848, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:52<02:57,  1.47it/s, loss=0.456, pair=0.152, adv=1.848, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 72/333 [00:53<02:57,  1.47it/s, loss=0.468, pair=0.156, adv=1.917, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:53<03:07,  1.39it/s, loss=0.468, pair=0.156, adv=1.917, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 73/333 [00:54<03:07,  1.39it/s, loss=0.505, pair=0.215, adv=1.961, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:54<02:59,  1.44it/s, loss=0.505, pair=0.215, adv=1.961, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  22%|▏| 74/333 [00:54<02:59,  1.44it/s, loss=0.456, pair=0.064, adv=1.844, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:54<03:07,  1.37it/s, loss=0.456, pair=0.064, adv=1.844, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 75/333 [00:55<03:07,  1.37it/s, loss=0.492, pair=0.165, adv=1.895, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:55<02:58,  1.44it/s, loss=0.492, pair=0.165, adv=1.895, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 76/333 [00:56<02:58,  1.44it/s, loss=0.481, pair=0.144, adv=1.750, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:56<03:15,  1.31it/s, loss=0.481, pair=0.144, adv=1.750, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 77/333 [00:57<03:15,  1.31it/s, loss=0.465, pair=0.145, adv=1.857, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:57<03:03,  1.39it/s, loss=0.465, pair=0.145, adv=1.857, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  23%|▏| 78/333 [00:57<03:03,  1.39it/s, loss=0.465, pair=0.244, adv=1.807, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:57<03:06,  1.36it/s, loss=0.465, pair=0.244, adv=1.807, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 79/333 [00:58<03:06,  1.36it/s, loss=0.515, pair=0.154, adv=2.030, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:58<02:56,  1.44it/s, loss=0.515, pair=0.154, adv=2.030, sprd=0.028]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 80/333 [00:59<02:56,  1.44it/s, loss=0.593, pair=1.275, adv=1.870, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:59<03:02,  1.38it/s, loss=0.593, pair=1.275, adv=1.870, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  24%|▏| 81/333 [00:59<03:02,  1.38it/s, loss=0.457, pair=0.103, adv=1.870, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 82/333 [00:59<02:53,  1.45it/s, loss=0.457, pair=0.103, adv=1.870, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:00<02:53,  1.45it/s, loss=0.471, pair=0.096, adv=1.858, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:00<03:09,  1.32it/s, loss=0.471, pair=0.096, adv=1.858, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:01<03:09,  1.32it/s, loss=0.429, pair=0.059, adv=1.837, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:01<02:55,  1.42it/s, loss=0.429, pair=0.059, adv=1.837, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:02<02:55,  1.42it/s, loss=0.470, pair=0.083, adv=1.996, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:02<03:03,  1.35it/s, loss=0.470, pair=0.083, adv=1.996, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:02<03:03,  1.35it/s, loss=0.436, pair=0.167, adv=1.848, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:02<02:52,  1.44it/s, loss=0.436, pair=0.167, adv=1.848, sprd=0.018]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:03<02:52,  1.44it/s, loss=0.482, pair=0.193, adv=1.971, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:03<02:57,  1.39it/s, loss=0.482, pair=0.193, adv=1.971, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:04<02:57,  1.39it/s, loss=0.433, pair=0.075, adv=1.921, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:04<02:45,  1.48it/s, loss=0.433, pair=0.075, adv=1.921, sprd=0.019]
Ep 015/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:04<02:45,  1.48it/s, loss=0.472, pair=0.074, adv=1.966, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:04<02:54,  1.40it/s, loss=0.472, pair=0.074, adv=1.966, sprd=0.021]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:05<02:54,  1.40it/s, loss=0.452, pair=0.165, adv=1.875, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:05<02:45,  1.47it/s, loss=0.452, pair=0.165, adv=1.875, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:06<02:45,  1.47it/s, loss=0.489, pair=0.147, adv=1.779, sprd=0.016]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:06<03:00,  1.34it/s, loss=0.489, pair=0.147, adv=1.779, sprd=0.016]
Ep 015/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:06<03:00,  1.34it/s, loss=0.452, pair=0.106, adv=1.883, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:06<02:49,  1.42it/s, loss=0.452, pair=0.106, adv=1.883, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:07<02:49,  1.42it/s, loss=0.470, pair=0.127, adv=1.878, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:07<02:55,  1.37it/s, loss=0.470, pair=0.127, adv=1.878, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:08<02:55,  1.37it/s, loss=0.464, pair=0.221, adv=1.854, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:08<02:46,  1.44it/s, loss=0.464, pair=0.221, adv=1.854, sprd=0.022]
Ep 015/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:09<02:46,  1.44it/s, loss=0.617, pair=0.302, adv=1.924, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:09<02:50,  1.40it/s, loss=0.617, pair=0.302, adv=1.924, sprd=0.027]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:09<02:50,  1.40it/s, loss=0.485, pair=0.285, adv=1.996, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:09<02:42,  1.46it/s, loss=0.485, pair=0.285, adv=1.996, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:10<02:42,  1.46it/s, loss=0.501, pair=0.462, adv=1.819, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:10<02:54,  1.35it/s, loss=0.501, pair=0.462, adv=1.819, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:11<02:54,  1.35it/s, loss=0.472, pair=0.083, adv=2.002, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:11<02:45,  1.42it/s, loss=0.472, pair=0.083, adv=2.002, sprd=0.024]
Ep 015/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:11<02:45,  1.42it/s, loss=0.557, pair=0.053, adv=1.873, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:11<02:47,  1.40it/s, loss=0.557, pair=0.053, adv=1.873, sprd=0.020]
Ep 015/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:12<02:47,  1.40it/s, loss=0.476, pair=0.293, adv=1.969, sprd=0.023]
Ep 015/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:12<02:37,  1.48it/s, loss=0.476, pair=0.293, adv=1.969, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:13<02:37,  1.48it/s, loss=0.469, pair=0.268, adv=1.898, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:13<02:43,  1.42it/s, loss=0.469, pair=0.268, adv=1.898, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:13<02:43,  1.42it/s, loss=0.451, pair=0.142, adv=1.985, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:13<02:36,  1.48it/s, loss=0.451, pair=0.142, adv=1.985, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:14<02:36,  1.48it/s, loss=0.469, pair=0.092, adv=1.875, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:14<02:43,  1.41it/s, loss=0.469, pair=0.092, adv=1.875, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:15<02:43,  1.41it/s, loss=0.464, pair=0.105, adv=1.823, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:15<02:34,  1.48it/s, loss=0.464, pair=0.105, adv=1.823, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:16<02:34,  1.48it/s, loss=0.506, pair=0.384, adv=1.915, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:16<02:50,  1.34it/s, loss=0.506, pair=0.384, adv=1.915, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:16<02:50,  1.34it/s, loss=0.455, pair=0.194, adv=1.874, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:16<02:39,  1.42it/s, loss=0.455, pair=0.194, adv=1.874, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:17<02:39,  1.42it/s, loss=0.473, pair=0.121, adv=1.860, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:17<03:00,  1.25it/s, loss=0.473, pair=0.121, adv=1.860, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:18<03:00,  1.25it/s, loss=0.497, pair=0.177, adv=2.119, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:18<02:49,  1.33it/s, loss=0.497, pair=0.177, adv=2.119, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:19<02:49,  1.33it/s, loss=0.454, pair=0.059, adv=1.924, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:19<03:13,  1.16it/s, loss=0.454, pair=0.059, adv=1.924, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:20<03:13,  1.16it/s, loss=0.443, pair=0.034, adv=1.873, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:20<02:57,  1.26it/s, loss=0.443, pair=0.034, adv=1.873, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:21<02:57,  1.26it/s, loss=0.443, pair=0.050, adv=1.897, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:21<03:02,  1.22it/s, loss=0.443, pair=0.050, adv=1.897, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:21<03:02,  1.22it/s, loss=0.676, pair=0.091, adv=2.018, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:21<02:48,  1.31it/s, loss=0.676, pair=0.091, adv=2.018, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:22<02:48,  1.31it/s, loss=0.586, pair=0.055, adv=2.025, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:22<02:57,  1.24it/s, loss=0.586, pair=0.055, adv=2.025, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:23<02:57,  1.24it/s, loss=0.454, pair=0.068, adv=1.976, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:23<02:42,  1.34it/s, loss=0.454, pair=0.068, adv=1.976, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:24<02:42,  1.34it/s, loss=0.436, pair=0.068, adv=1.778, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:24<02:43,  1.33it/s, loss=0.436, pair=0.068, adv=1.778, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:24<02:43,  1.33it/s, loss=0.433, pair=0.082, adv=1.966, sprd=0.017
Ep 015/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:24<02:31,  1.43it/s, loss=0.433, pair=0.082, adv=1.966, sprd=0.017
Ep 015/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:25<02:31,  1.43it/s, loss=0.509, pair=0.198, adv=1.822, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:25<02:36,  1.38it/s, loss=0.509, pair=0.198, adv=1.822, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  35%|▎| 117/333 [01:26<02:36,  1.38it/s, loss=0.466, pair=0.225, adv=1.971, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:26<02:28,  1.45it/s, loss=0.466, pair=0.225, adv=1.971, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  35%|▎| 118/333 [01:26<02:28,  1.45it/s, loss=0.552, pair=0.296, adv=2.017, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:26<02:38,  1.35it/s, loss=0.552, pair=0.296, adv=2.017, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  36%|▎| 119/333 [01:27<02:38,  1.35it/s, loss=0.494, pair=0.188, adv=2.100, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:27<02:30,  1.41it/s, loss=0.494, pair=0.188, adv=2.100, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  36%|▎| 120/333 [01:28<02:30,  1.41it/s, loss=0.551, pair=0.102, adv=2.067, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:28<02:35,  1.36it/s, loss=0.551, pair=0.102, adv=2.067, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  36%|▎| 121/333 [01:28<02:35,  1.36it/s, loss=0.462, pair=0.099, adv=1.900, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:28<02:26,  1.44it/s, loss=0.462, pair=0.099, adv=1.900, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  37%|▎| 122/333 [01:29<02:26,  1.44it/s, loss=0.497, pair=0.139, adv=1.987, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:29<02:39,  1.31it/s, loss=0.497, pair=0.139, adv=1.987, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  37%|▎| 123/333 [01:30<02:39,  1.31it/s, loss=0.469, pair=0.138, adv=2.039, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:30<02:28,  1.40it/s, loss=0.469, pair=0.138, adv=2.039, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  37%|▎| 124/333 [01:31<02:28,  1.40it/s, loss=0.473, pair=0.074, adv=2.039, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:31<02:34,  1.35it/s, loss=0.473, pair=0.074, adv=2.039, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  38%|▍| 125/333 [01:31<02:34,  1.35it/s, loss=0.468, pair=0.229, adv=1.946, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:31<02:23,  1.44it/s, loss=0.468, pair=0.229, adv=1.946, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  38%|▍| 126/333 [01:32<02:23,  1.44it/s, loss=0.465, pair=0.162, adv=1.971, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:32<02:28,  1.39it/s, loss=0.465, pair=0.162, adv=1.971, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  38%|▍| 127/333 [01:33<02:28,  1.39it/s, loss=0.491, pair=0.140, adv=2.030, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:33<02:21,  1.45it/s, loss=0.491, pair=0.140, adv=2.030, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  38%|▍| 128/333 [01:33<02:21,  1.45it/s, loss=0.470, pair=0.172, adv=1.907, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:33<02:26,  1.40it/s, loss=0.470, pair=0.172, adv=1.907, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  39%|▍| 129/333 [01:34<02:26,  1.40it/s, loss=0.442, pair=0.132, adv=1.998, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:34<02:16,  1.48it/s, loss=0.442, pair=0.132, adv=1.998, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  39%|▍| 130/333 [01:35<02:16,  1.48it/s, loss=0.526, pair=0.071, adv=2.069, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:35<02:32,  1.33it/s, loss=0.526, pair=0.071, adv=2.069, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  39%|▍| 131/333 [01:36<02:32,  1.33it/s, loss=0.443, pair=0.070, adv=2.083, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:36<02:21,  1.42it/s, loss=0.443, pair=0.070, adv=2.083, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  40%|▍| 132/333 [01:36<02:21,  1.42it/s, loss=0.485, pair=0.207, adv=1.953, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:36<02:29,  1.33it/s, loss=0.485, pair=0.207, adv=1.953, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  40%|▍| 133/333 [01:37<02:29,  1.33it/s, loss=0.446, pair=0.144, adv=2.036, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:37<02:18,  1.43it/s, loss=0.446, pair=0.144, adv=2.036, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  40%|▍| 134/333 [01:38<02:18,  1.43it/s, loss=0.494, pair=0.091, adv=1.941, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:38<02:32,  1.30it/s, loss=0.494, pair=0.091, adv=1.941, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  41%|▍| 135/333 [01:39<02:32,  1.30it/s, loss=0.479, pair=0.046, adv=2.210, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:39<02:22,  1.38it/s, loss=0.479, pair=0.046, adv=2.210, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  41%|▍| 136/333 [01:40<02:22,  1.38it/s, loss=0.472, pair=0.102, adv=2.001, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:40<02:33,  1.27it/s, loss=0.472, pair=0.102, adv=2.001, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  41%|▍| 137/333 [01:40<02:33,  1.27it/s, loss=0.468, pair=0.050, adv=2.153, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:40<02:23,  1.36it/s, loss=0.468, pair=0.050, adv=2.153, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  41%|▍| 138/333 [01:41<02:23,  1.36it/s, loss=0.536, pair=0.113, adv=1.949, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:41<02:30,  1.29it/s, loss=0.536, pair=0.113, adv=1.949, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  42%|▍| 139/333 [01:42<02:30,  1.29it/s, loss=0.534, pair=0.597, adv=2.155, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:42<02:21,  1.37it/s, loss=0.534, pair=0.597, adv=2.155, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  42%|▍| 140/333 [01:43<02:21,  1.37it/s, loss=0.474, pair=0.064, adv=2.171, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:43<02:35,  1.23it/s, loss=0.474, pair=0.064, adv=2.171, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  42%|▍| 141/333 [01:43<02:35,  1.23it/s, loss=0.468, pair=0.174, adv=2.033, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:43<02:23,  1.33it/s, loss=0.468, pair=0.174, adv=2.033, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  43%|▍| 142/333 [01:44<02:23,  1.33it/s, loss=0.481, pair=0.120, adv=2.081, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:44<02:31,  1.25it/s, loss=0.481, pair=0.120, adv=2.081, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  43%|▍| 143/333 [01:45<02:31,  1.25it/s, loss=0.459, pair=0.132, adv=2.110, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:45<02:19,  1.35it/s, loss=0.459, pair=0.132, adv=2.110, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  43%|▍| 144/333 [01:46<02:19,  1.35it/s, loss=0.457, pair=0.078, adv=1.948, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:46<02:34,  1.21it/s, loss=0.457, pair=0.078, adv=1.948, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  44%|▍| 145/333 [01:46<02:34,  1.21it/s, loss=0.458, pair=0.128, adv=2.004, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:46<02:23,  1.31it/s, loss=0.458, pair=0.128, adv=2.004, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  44%|▍| 146/333 [01:47<02:23,  1.31it/s, loss=0.480, pair=0.120, adv=2.336, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:47<02:32,  1.22it/s, loss=0.480, pair=0.120, adv=2.336, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  44%|▍| 147/333 [01:48<02:32,  1.22it/s, loss=0.471, pair=0.300, adv=1.997, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:48<02:19,  1.32it/s, loss=0.471, pair=0.300, adv=1.997, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  44%|▍| 148/333 [01:49<02:19,  1.32it/s, loss=0.488, pair=0.119, adv=2.070, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:49<02:33,  1.20it/s, loss=0.488, pair=0.119, adv=2.070, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  45%|▍| 149/333 [01:50<02:33,  1.20it/s, loss=0.462, pair=0.076, adv=2.261, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:50<02:20,  1.31it/s, loss=0.462, pair=0.076, adv=2.261, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  45%|▍| 150/333 [01:50<02:20,  1.31it/s, loss=0.596, pair=0.273, adv=2.056, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:51<02:27,  1.23it/s, loss=0.596, pair=0.273, adv=2.056, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  45%|▍| 151/333 [01:51<02:27,  1.23it/s, loss=0.474, pair=0.086, adv=2.204, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:51<02:17,  1.32it/s, loss=0.474, pair=0.086, adv=2.204, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  46%|▍| 152/333 [01:52<02:17,  1.32it/s, loss=0.462, pair=0.160, adv=2.132, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:52<02:23,  1.25it/s, loss=0.462, pair=0.160, adv=2.132, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  46%|▍| 153/333 [01:53<02:23,  1.25it/s, loss=0.478, pair=0.127, adv=2.098, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:53<02:15,  1.33it/s, loss=0.478, pair=0.127, adv=2.098, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  46%|▍| 154/333 [01:54<02:15,  1.33it/s, loss=0.476, pair=0.100, adv=2.119, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:54<02:22,  1.25it/s, loss=0.476, pair=0.100, adv=2.119, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  47%|▍| 155/333 [01:54<02:22,  1.25it/s, loss=0.485, pair=0.134, adv=2.231, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:54<02:13,  1.33it/s, loss=0.485, pair=0.134, adv=2.231, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  47%|▍| 156/333 [01:55<02:13,  1.33it/s, loss=0.831, pair=0.187, adv=2.254, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:55<02:20,  1.25it/s, loss=0.831, pair=0.187, adv=2.254, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  47%|▍| 157/333 [01:56<02:20,  1.25it/s, loss=0.457, pair=0.137, adv=2.034, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:56<02:10,  1.34it/s, loss=0.457, pair=0.137, adv=2.034, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  47%|▍| 158/333 [01:57<02:10,  1.34it/s, loss=0.504, pair=0.171, adv=2.399, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:57<02:25,  1.20it/s, loss=0.504, pair=0.171, adv=2.399, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  48%|▍| 159/333 [01:57<02:25,  1.20it/s, loss=0.454, pair=0.102, adv=2.156, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:57<02:15,  1.28it/s, loss=0.454, pair=0.102, adv=2.156, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  48%|▍| 160/333 [01:58<02:15,  1.28it/s, loss=0.473, pair=0.118, adv=2.042, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:58<02:20,  1.22it/s, loss=0.473, pair=0.118, adv=2.042, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  48%|▍| 161/333 [01:59<02:20,  1.22it/s, loss=0.514, pair=0.096, adv=2.518, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  49%|▍| 162/333 [01:59<02:11,  1.30it/s, loss=0.514, pair=0.096, adv=2.518, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  49%|▍| 162/333 [02:00<02:11,  1.30it/s, loss=0.472, pair=0.148, adv=2.065, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  49%|▍| 163/333 [02:00<02:16,  1.24it/s, loss=0.472, pair=0.148, adv=2.065, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  49%|▍| 163/333 [02:01<02:16,  1.24it/s, loss=0.488, pair=0.124, adv=2.376, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  49%|▍| 164/333 [02:01<02:07,  1.32it/s, loss=0.488, pair=0.124, adv=2.376, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  49%|▍| 164/333 [02:01<02:07,  1.32it/s, loss=0.466, pair=0.113, adv=2.140, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  50%|▍| 165/333 [02:01<02:13,  1.26it/s, loss=0.466, pair=0.113, adv=2.140, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  50%|▍| 165/333 [02:02<02:13,  1.26it/s, loss=0.510, pair=0.079, adv=2.216, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:02<02:05,  1.33it/s, loss=0.510, pair=0.079, adv=2.216, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:03<02:05,  1.33it/s, loss=0.475, pair=0.089, adv=2.370, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:03<02:18,  1.20it/s, loss=0.475, pair=0.089, adv=2.370, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:04<02:18,  1.20it/s, loss=0.467, pair=0.072, adv=2.196, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:04<02:06,  1.30it/s, loss=0.467, pair=0.072, adv=2.196, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:05<02:06,  1.30it/s, loss=0.480, pair=0.074, adv=2.327, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:05<02:08,  1.28it/s, loss=0.480, pair=0.074, adv=2.327, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:05<02:08,  1.28it/s, loss=0.507, pair=0.162, adv=2.376, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:05<02:00,  1.36it/s, loss=0.507, pair=0.162, adv=2.376, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:06<02:00,  1.36it/s, loss=0.469, pair=0.186, adv=2.206, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:06<01:59,  1.35it/s, loss=0.469, pair=0.186, adv=2.206, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:07<01:59,  1.35it/s, loss=0.476, pair=0.080, adv=2.291, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:07<01:53,  1.42it/s, loss=0.476, pair=0.080, adv=2.291, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:07<01:53,  1.42it/s, loss=0.497, pair=0.174, adv=2.273, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:07<01:56,  1.37it/s, loss=0.497, pair=0.174, adv=2.273, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:08<01:56,  1.37it/s, loss=0.455, pair=0.031, adv=2.334, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:08<01:49,  1.46it/s, loss=0.455, pair=0.031, adv=2.334, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:09<01:49,  1.46it/s, loss=0.483, pair=0.159, adv=2.165, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:09<01:59,  1.32it/s, loss=0.483, pair=0.159, adv=2.165, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  53%|▌| 175/333 [02:09<01:59,  1.32it/s, loss=0.459, pair=0.146, adv=2.080, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:09<01:52,  1.40it/s, loss=0.459, pair=0.146, adv=2.080, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  53%|▌| 176/333 [02:10<01:52,  1.40it/s, loss=0.590, pair=0.080, adv=2.412, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:10<02:01,  1.29it/s, loss=0.590, pair=0.080, adv=2.412, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  53%|▌| 177/333 [02:11<02:01,  1.29it/s, loss=0.466, pair=0.151, adv=2.129, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:11<01:51,  1.39it/s, loss=0.466, pair=0.151, adv=2.129, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  53%|▌| 178/333 [02:12<01:51,  1.39it/s, loss=0.486, pair=0.106, adv=2.319, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:12<01:59,  1.28it/s, loss=0.486, pair=0.106, adv=2.319, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  54%|▌| 179/333 [02:13<01:59,  1.28it/s, loss=0.495, pair=0.093, adv=2.373, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:13<01:53,  1.35it/s, loss=0.495, pair=0.093, adv=2.373, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  54%|▌| 180/333 [02:13<01:53,  1.35it/s, loss=0.517, pair=0.085, adv=2.550, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:13<01:58,  1.28it/s, loss=0.517, pair=0.085, adv=2.550, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  54%|▌| 181/333 [02:14<01:58,  1.28it/s, loss=0.444, pair=0.092, adv=2.102, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:14<01:48,  1.39it/s, loss=0.444, pair=0.092, adv=2.102, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  55%|▌| 182/333 [02:15<01:48,  1.39it/s, loss=0.467, pair=0.065, adv=2.344, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:15<01:50,  1.36it/s, loss=0.467, pair=0.065, adv=2.344, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  55%|▌| 183/333 [02:15<01:50,  1.36it/s, loss=0.473, pair=0.229, adv=2.361, sprd=0.017
Ep 015/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:15<01:43,  1.44it/s, loss=0.473, pair=0.229, adv=2.361, sprd=0.017
Ep 015/60 [S1→S2:ramp]:  55%|▌| 184/333 [02:16<01:43,  1.44it/s, loss=0.664, pair=0.144, adv=2.328, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:16<01:47,  1.38it/s, loss=0.664, pair=0.144, adv=2.328, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  56%|▌| 185/333 [02:17<01:47,  1.38it/s, loss=0.469, pair=0.151, adv=2.296, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:17<01:41,  1.45it/s, loss=0.469, pair=0.151, adv=2.296, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  56%|▌| 186/333 [02:18<01:41,  1.45it/s, loss=0.519, pair=0.154, adv=2.485, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:18<01:45,  1.39it/s, loss=0.519, pair=0.154, adv=2.485, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  56%|▌| 187/333 [02:18<01:45,  1.39it/s, loss=0.485, pair=0.095, adv=2.496, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:18<01:39,  1.46it/s, loss=0.485, pair=0.095, adv=2.496, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  56%|▌| 188/333 [02:19<01:39,  1.46it/s, loss=0.498, pair=0.133, adv=2.342, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:19<01:42,  1.40it/s, loss=0.498, pair=0.133, adv=2.342, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  57%|▌| 189/333 [02:20<01:42,  1.40it/s, loss=0.511, pair=0.117, adv=2.383, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:20<01:38,  1.45it/s, loss=0.511, pair=0.117, adv=2.383, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  57%|▌| 190/333 [02:20<01:38,  1.45it/s, loss=0.552, pair=0.135, adv=2.552, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:20<01:44,  1.36it/s, loss=0.552, pair=0.135, adv=2.552, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  57%|▌| 191/333 [02:21<01:44,  1.36it/s, loss=0.503, pair=0.104, adv=2.569, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:21<01:38,  1.43it/s, loss=0.503, pair=0.104, adv=2.569, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  58%|▌| 192/333 [02:22<01:38,  1.43it/s, loss=0.486, pair=0.139, adv=2.431, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:22<01:41,  1.38it/s, loss=0.486, pair=0.139, adv=2.431, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  58%|▌| 193/333 [02:22<01:41,  1.38it/s, loss=0.564, pair=0.042, adv=2.408, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:22<01:35,  1.46it/s, loss=0.564, pair=0.042, adv=2.408, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  58%|▌| 194/333 [02:23<01:35,  1.46it/s, loss=0.636, pair=0.111, adv=2.413, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:23<01:38,  1.40it/s, loss=0.636, pair=0.111, adv=2.413, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  59%|▌| 195/333 [02:24<01:38,  1.40it/s, loss=0.506, pair=0.145, adv=2.576, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:24<01:32,  1.47it/s, loss=0.506, pair=0.145, adv=2.576, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  59%|▌| 196/333 [02:25<01:32,  1.47it/s, loss=0.513, pair=0.108, adv=2.657, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:25<01:40,  1.36it/s, loss=0.513, pair=0.108, adv=2.657, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  59%|▌| 197/333 [02:25<01:40,  1.36it/s, loss=0.490, pair=0.028, adv=2.425, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:25<01:33,  1.45it/s, loss=0.490, pair=0.028, adv=2.425, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  59%|▌| 198/333 [02:26<01:33,  1.45it/s, loss=0.497, pair=0.067, adv=2.347, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:26<01:36,  1.38it/s, loss=0.497, pair=0.067, adv=2.347, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  60%|▌| 199/333 [02:27<01:36,  1.38it/s, loss=0.482, pair=0.049, adv=2.349, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:27<01:30,  1.48it/s, loss=0.482, pair=0.049, adv=2.349, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  60%|▌| 200/333 [02:27<01:30,  1.48it/s, loss=0.498, pair=0.061, adv=2.545, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:27<01:32,  1.42it/s, loss=0.498, pair=0.061, adv=2.545, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  60%|▌| 201/333 [02:28<01:32,  1.42it/s, loss=0.499, pair=0.053, adv=2.364, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:28<01:27,  1.49it/s, loss=0.499, pair=0.053, adv=2.364, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  61%|▌| 202/333 [02:29<01:27,  1.49it/s, loss=0.490, pair=0.080, adv=2.403, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:29<01:30,  1.44it/s, loss=0.490, pair=0.080, adv=2.403, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  61%|▌| 203/333 [02:29<01:30,  1.44it/s, loss=0.738, pair=2.117, adv=2.644, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:29<01:26,  1.49it/s, loss=0.738, pair=2.117, adv=2.644, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  61%|▌| 204/333 [02:30<01:26,  1.49it/s, loss=0.483, pair=0.060, adv=2.509, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:30<01:28,  1.44it/s, loss=0.483, pair=0.060, adv=2.509, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  62%|▌| 205/333 [02:31<01:28,  1.44it/s, loss=0.519, pair=0.115, adv=2.533, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:31<01:24,  1.51it/s, loss=0.519, pair=0.115, adv=2.533, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  62%|▌| 206/333 [02:31<01:24,  1.51it/s, loss=0.538, pair=0.091, adv=2.695, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:31<01:28,  1.43it/s, loss=0.538, pair=0.091, adv=2.695, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  62%|▌| 207/333 [02:32<01:28,  1.43it/s, loss=0.615, pair=0.084, adv=2.436, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:32<01:23,  1.49it/s, loss=0.615, pair=0.084, adv=2.436, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  62%|▌| 208/333 [02:33<01:23,  1.49it/s, loss=0.591, pair=0.048, adv=2.767, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:33<01:26,  1.44it/s, loss=0.591, pair=0.048, adv=2.767, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  63%|▋| 209/333 [02:33<01:26,  1.44it/s, loss=0.494, pair=0.068, adv=2.457, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:33<01:22,  1.50it/s, loss=0.494, pair=0.068, adv=2.457, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  63%|▋| 210/333 [02:34<01:22,  1.50it/s, loss=0.498, pair=0.079, adv=2.644, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:34<01:26,  1.42it/s, loss=0.498, pair=0.079, adv=2.644, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  63%|▋| 211/333 [02:35<01:26,  1.42it/s, loss=0.486, pair=0.079, adv=2.566, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:35<01:22,  1.47it/s, loss=0.486, pair=0.079, adv=2.566, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  64%|▋| 212/333 [02:36<01:22,  1.47it/s, loss=0.500, pair=0.095, adv=2.533, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:36<01:25,  1.41it/s, loss=0.500, pair=0.095, adv=2.533, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  64%|▋| 213/333 [02:36<01:25,  1.41it/s, loss=0.503, pair=0.070, adv=2.804, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:36<01:21,  1.46it/s, loss=0.503, pair=0.070, adv=2.804, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  64%|▋| 214/333 [02:37<01:21,  1.46it/s, loss=0.505, pair=0.112, adv=2.504, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:37<01:26,  1.37it/s, loss=0.505, pair=0.112, adv=2.504, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  65%|▋| 215/333 [02:38<01:26,  1.37it/s, loss=0.476, pair=0.193, adv=2.471, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:38<01:19,  1.46it/s, loss=0.476, pair=0.193, adv=2.471, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  65%|▋| 216/333 [02:38<01:19,  1.46it/s, loss=0.511, pair=0.139, adv=2.523, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:38<01:25,  1.36it/s, loss=0.511, pair=0.139, adv=2.523, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  65%|▋| 217/333 [02:39<01:25,  1.36it/s, loss=0.503, pair=0.161, adv=2.586, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:39<01:19,  1.44it/s, loss=0.503, pair=0.161, adv=2.586, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  65%|▋| 218/333 [02:40<01:19,  1.44it/s, loss=0.497, pair=0.112, adv=2.589, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:40<01:20,  1.41it/s, loss=0.497, pair=0.112, adv=2.589, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  66%|▋| 219/333 [02:40<01:20,  1.41it/s, loss=0.467, pair=0.104, adv=2.541, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:40<01:16,  1.48it/s, loss=0.467, pair=0.104, adv=2.541, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  66%|▋| 220/333 [02:41<01:16,  1.48it/s, loss=0.485, pair=0.085, adv=2.322, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:41<01:19,  1.42it/s, loss=0.485, pair=0.085, adv=2.322, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  66%|▋| 221/333 [02:42<01:19,  1.42it/s, loss=0.479, pair=0.127, adv=2.405, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:42<01:14,  1.48it/s, loss=0.479, pair=0.127, adv=2.405, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  67%|▋| 222/333 [02:43<01:14,  1.48it/s, loss=0.496, pair=0.129, adv=2.541, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:43<01:17,  1.42it/s, loss=0.496, pair=0.129, adv=2.541, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  67%|▋| 223/333 [02:43<01:17,  1.42it/s, loss=0.484, pair=0.087, adv=2.677, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:43<01:12,  1.50it/s, loss=0.484, pair=0.087, adv=2.677, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  67%|▋| 224/333 [02:44<01:12,  1.50it/s, loss=0.545, pair=0.220, adv=2.680, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:44<01:16,  1.42it/s, loss=0.545, pair=0.220, adv=2.680, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  68%|▋| 225/333 [02:45<01:16,  1.42it/s, loss=0.799, pair=0.461, adv=2.733, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:45<01:11,  1.50it/s, loss=0.799, pair=0.461, adv=2.733, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  68%|▋| 226/333 [02:45<01:11,  1.50it/s, loss=0.481, pair=0.044, adv=2.429, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:45<01:14,  1.42it/s, loss=0.481, pair=0.044, adv=2.429, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  68%|▋| 227/333 [02:46<01:14,  1.42it/s, loss=0.489, pair=0.089, adv=2.512, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:46<01:10,  1.49it/s, loss=0.489, pair=0.089, adv=2.512, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  68%|▋| 228/333 [02:47<01:10,  1.49it/s, loss=0.631, pair=0.101, adv=2.881, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:47<01:13,  1.42it/s, loss=0.631, pair=0.101, adv=2.881, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  69%|▋| 229/333 [02:47<01:13,  1.42it/s, loss=0.480, pair=0.151, adv=2.588, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:47<01:08,  1.51it/s, loss=0.480, pair=0.151, adv=2.588, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  69%|▋| 230/333 [02:48<01:08,  1.51it/s, loss=0.511, pair=0.091, adv=2.696, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:48<01:14,  1.37it/s, loss=0.511, pair=0.091, adv=2.696, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  69%|▋| 231/333 [02:49<01:14,  1.37it/s, loss=0.526, pair=0.145, adv=2.834, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:49<01:10,  1.44it/s, loss=0.526, pair=0.145, adv=2.834, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  70%|▋| 232/333 [02:50<01:10,  1.44it/s, loss=0.506, pair=0.094, adv=2.783, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:50<01:11,  1.39it/s, loss=0.506, pair=0.094, adv=2.783, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  70%|▋| 233/333 [02:50<01:11,  1.39it/s, loss=0.494, pair=0.121, adv=2.673, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:50<01:07,  1.46it/s, loss=0.494, pair=0.121, adv=2.673, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  70%|▋| 234/333 [02:51<01:07,  1.46it/s, loss=0.502, pair=0.143, adv=2.458, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:51<01:10,  1.40it/s, loss=0.502, pair=0.143, adv=2.458, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  71%|▋| 235/333 [02:52<01:10,  1.40it/s, loss=0.475, pair=0.069, adv=2.653, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:52<01:06,  1.47it/s, loss=0.475, pair=0.069, adv=2.653, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  71%|▋| 236/333 [02:52<01:06,  1.47it/s, loss=0.497, pair=0.091, adv=2.707, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:52<01:08,  1.39it/s, loss=0.497, pair=0.091, adv=2.707, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  71%|▋| 237/333 [02:53<01:08,  1.39it/s, loss=0.480, pair=0.050, adv=2.641, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:53<01:04,  1.47it/s, loss=0.480, pair=0.050, adv=2.641, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  71%|▋| 238/333 [02:54<01:04,  1.47it/s, loss=0.513, pair=0.148, adv=2.551, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:54<01:06,  1.40it/s, loss=0.513, pair=0.148, adv=2.551, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  72%|▋| 239/333 [02:54<01:06,  1.40it/s, loss=0.521, pair=0.214, adv=2.743, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:54<01:03,  1.45it/s, loss=0.521, pair=0.214, adv=2.743, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  72%|▋| 240/333 [02:55<01:03,  1.45it/s, loss=0.515, pair=0.055, adv=2.850, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:55<01:05,  1.39it/s, loss=0.515, pair=0.055, adv=2.850, sprd=0.030
Ep 015/60 [S1→S2:ramp]:  72%|▋| 241/333 [02:56<01:05,  1.39it/s, loss=0.470, pair=0.104, adv=2.460, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:56<01:01,  1.47it/s, loss=0.470, pair=0.104, adv=2.460, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  73%|▋| 242/333 [02:57<01:01,  1.47it/s, loss=0.487, pair=0.108, adv=2.577, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:57<01:03,  1.41it/s, loss=0.487, pair=0.108, adv=2.577, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  73%|▋| 243/333 [02:57<01:03,  1.41it/s, loss=0.520, pair=0.109, adv=2.814, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:57<01:01,  1.46it/s, loss=0.520, pair=0.109, adv=2.814, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  73%|▋| 244/333 [02:58<01:01,  1.46it/s, loss=0.506, pair=0.118, adv=2.655, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:58<01:03,  1.40it/s, loss=0.506, pair=0.118, adv=2.655, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  74%|▋| 245/333 [02:59<01:03,  1.40it/s, loss=0.497, pair=0.100, adv=2.598, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:59<00:59,  1.46it/s, loss=0.497, pair=0.100, adv=2.598, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  74%|▋| 246/333 [02:59<00:59,  1.46it/s, loss=0.498, pair=0.173, adv=2.545, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  74%|▋| 247/333 [02:59<01:01,  1.40it/s, loss=0.498, pair=0.173, adv=2.545, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  74%|▋| 247/333 [03:00<01:01,  1.40it/s, loss=0.510, pair=0.121, adv=2.664, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  74%|▋| 248/333 [03:00<00:58,  1.46it/s, loss=0.510, pair=0.121, adv=2.664, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  74%|▋| 248/333 [03:01<00:58,  1.46it/s, loss=0.513, pair=0.057, adv=2.596, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  75%|▋| 249/333 [03:01<01:02,  1.35it/s, loss=0.513, pair=0.057, adv=2.596, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  75%|▋| 249/333 [03:01<01:02,  1.35it/s, loss=0.493, pair=0.047, adv=2.668, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  75%|▊| 250/333 [03:01<00:58,  1.43it/s, loss=0.493, pair=0.047, adv=2.668, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  75%|▊| 250/333 [03:02<00:58,  1.43it/s, loss=0.497, pair=0.099, adv=2.590, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  75%|▊| 251/333 [03:02<01:01,  1.34it/s, loss=0.497, pair=0.099, adv=2.590, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  75%|▊| 251/333 [03:03<01:01,  1.34it/s, loss=0.505, pair=0.153, adv=2.676, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:03<00:57,  1.41it/s, loss=0.505, pair=0.153, adv=2.676, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  76%|▊| 252/333 [03:04<00:57,  1.41it/s, loss=0.490, pair=0.091, adv=2.556, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:04<00:58,  1.37it/s, loss=0.490, pair=0.091, adv=2.556, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  76%|▊| 253/333 [03:04<00:58,  1.37it/s, loss=0.474, pair=0.065, adv=2.458, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:04<00:54,  1.44it/s, loss=0.474, pair=0.065, adv=2.458, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  76%|▊| 254/333 [03:05<00:54,  1.44it/s, loss=0.528, pair=0.162, adv=2.621, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:05<00:57,  1.35it/s, loss=0.528, pair=0.162, adv=2.621, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  77%|▊| 255/333 [03:06<00:57,  1.35it/s, loss=0.501, pair=0.090, adv=2.746, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:06<00:54,  1.42it/s, loss=0.501, pair=0.090, adv=2.746, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  77%|▊| 256/333 [03:06<00:54,  1.42it/s, loss=0.482, pair=0.073, adv=2.577, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:06<00:54,  1.39it/s, loss=0.482, pair=0.073, adv=2.577, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  77%|▊| 257/333 [03:07<00:54,  1.39it/s, loss=0.490, pair=0.107, adv=2.419, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:07<00:51,  1.45it/s, loss=0.490, pair=0.107, adv=2.419, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  77%|▊| 258/333 [03:08<00:51,  1.45it/s, loss=0.512, pair=0.086, adv=2.712, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:08<00:52,  1.40it/s, loss=0.512, pair=0.086, adv=2.712, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  78%|▊| 259/333 [03:09<00:52,  1.40it/s, loss=0.482, pair=0.057, adv=2.582, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:09<00:50,  1.46it/s, loss=0.482, pair=0.057, adv=2.582, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  78%|▊| 260/333 [03:09<00:50,  1.46it/s, loss=0.520, pair=0.121, adv=2.704, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:09<00:53,  1.35it/s, loss=0.520, pair=0.121, adv=2.704, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  78%|▊| 261/333 [03:10<00:53,  1.35it/s, loss=0.580, pair=0.192, adv=2.773, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:10<00:49,  1.43it/s, loss=0.580, pair=0.192, adv=2.773, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  79%|▊| 262/333 [03:11<00:49,  1.43it/s, loss=0.519, pair=0.111, adv=2.635, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:11<00:50,  1.39it/s, loss=0.519, pair=0.111, adv=2.635, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  79%|▊| 263/333 [03:11<00:50,  1.39it/s, loss=0.471, pair=0.023, adv=2.642, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:11<00:47,  1.46it/s, loss=0.471, pair=0.023, adv=2.642, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  79%|▊| 264/333 [03:12<00:47,  1.46it/s, loss=0.487, pair=0.096, adv=2.582, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:12<00:48,  1.40it/s, loss=0.487, pair=0.096, adv=2.582, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  80%|▊| 265/333 [03:13<00:48,  1.40it/s, loss=0.502, pair=0.165, adv=2.648, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:13<00:45,  1.46it/s, loss=0.502, pair=0.165, adv=2.648, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  80%|▊| 266/333 [03:13<00:45,  1.46it/s, loss=0.522, pair=0.091, adv=2.795, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:13<00:46,  1.43it/s, loss=0.522, pair=0.091, adv=2.795, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  80%|▊| 267/333 [03:14<00:46,  1.43it/s, loss=0.475, pair=0.136, adv=2.477, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:14<00:43,  1.49it/s, loss=0.475, pair=0.136, adv=2.477, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  80%|▊| 268/333 [03:15<00:43,  1.49it/s, loss=0.517, pair=0.156, adv=2.752, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:15<00:45,  1.40it/s, loss=0.517, pair=0.156, adv=2.752, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  81%|▊| 269/333 [03:15<00:45,  1.40it/s, loss=0.476, pair=0.082, adv=2.668, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:15<00:42,  1.48it/s, loss=0.476, pair=0.082, adv=2.668, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  81%|▊| 270/333 [03:16<00:42,  1.48it/s, loss=0.507, pair=0.166, adv=2.523, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:16<00:43,  1.42it/s, loss=0.507, pair=0.166, adv=2.523, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  81%|▊| 271/333 [03:17<00:43,  1.42it/s, loss=0.497, pair=0.084, adv=2.646, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:17<00:40,  1.49it/s, loss=0.497, pair=0.084, adv=2.646, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  82%|▊| 272/333 [03:18<00:40,  1.49it/s, loss=0.493, pair=0.093, adv=2.534, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:18<00:42,  1.42it/s, loss=0.493, pair=0.093, adv=2.534, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  82%|▊| 273/333 [03:18<00:42,  1.42it/s, loss=0.505, pair=0.110, adv=2.741, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:18<00:40,  1.47it/s, loss=0.505, pair=0.110, adv=2.741, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  82%|▊| 274/333 [03:19<00:40,  1.47it/s, loss=0.459, pair=0.111, adv=2.343, sprd=0.015
Ep 015/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:19<00:40,  1.42it/s, loss=0.459, pair=0.111, adv=2.343, sprd=0.015
Ep 015/60 [S1→S2:ramp]:  83%|▊| 275/333 [03:20<00:40,  1.42it/s, loss=0.505, pair=0.111, adv=2.545, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:20<00:38,  1.48it/s, loss=0.505, pair=0.111, adv=2.545, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  83%|▊| 276/333 [03:20<00:38,  1.48it/s, loss=0.624, pair=0.089, adv=2.801, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:20<00:39,  1.43it/s, loss=0.624, pair=0.089, adv=2.801, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  83%|▊| 277/333 [03:21<00:39,  1.43it/s, loss=0.472, pair=0.083, adv=2.522, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:21<00:36,  1.50it/s, loss=0.472, pair=0.083, adv=2.522, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  83%|▊| 278/333 [03:22<00:36,  1.50it/s, loss=0.521, pair=0.132, adv=2.662, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:22<00:39,  1.36it/s, loss=0.521, pair=0.132, adv=2.662, sprd=0.029
Ep 015/60 [S1→S2:ramp]:  84%|▊| 279/333 [03:22<00:39,  1.36it/s, loss=0.453, pair=0.078, adv=2.332, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:22<00:36,  1.46it/s, loss=0.453, pair=0.078, adv=2.332, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  84%|▊| 280/333 [03:23<00:36,  1.46it/s, loss=0.488, pair=0.169, adv=2.481, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:23<00:38,  1.36it/s, loss=0.488, pair=0.169, adv=2.481, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  84%|▊| 281/333 [03:24<00:38,  1.36it/s, loss=0.468, pair=0.160, adv=2.476, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:24<00:35,  1.44it/s, loss=0.468, pair=0.160, adv=2.476, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  85%|▊| 282/333 [03:25<00:35,  1.44it/s, loss=0.497, pair=0.101, adv=2.917, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:25<00:35,  1.39it/s, loss=0.497, pair=0.101, adv=2.917, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  85%|▊| 283/333 [03:25<00:35,  1.39it/s, loss=0.495, pair=0.122, adv=2.807, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:25<00:33,  1.46it/s, loss=0.495, pair=0.122, adv=2.807, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  85%|▊| 284/333 [03:26<00:33,  1.46it/s, loss=0.471, pair=0.136, adv=2.585, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:26<00:34,  1.41it/s, loss=0.471, pair=0.136, adv=2.585, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  86%|▊| 285/333 [03:27<00:34,  1.41it/s, loss=0.491, pair=0.211, adv=2.552, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:27<00:31,  1.48it/s, loss=0.491, pair=0.211, adv=2.552, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  86%|▊| 286/333 [03:27<00:31,  1.48it/s, loss=0.469, pair=0.096, adv=2.489, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:27<00:31,  1.44it/s, loss=0.469, pair=0.096, adv=2.489, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  86%|▊| 287/333 [03:28<00:31,  1.44it/s, loss=0.501, pair=0.122, adv=2.848, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:28<00:29,  1.50it/s, loss=0.501, pair=0.122, adv=2.848, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  86%|▊| 288/333 [03:29<00:29,  1.50it/s, loss=0.559, pair=0.075, adv=2.802, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:29<00:31,  1.38it/s, loss=0.559, pair=0.075, adv=2.802, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  87%|▊| 289/333 [03:29<00:31,  1.38it/s, loss=0.490, pair=0.137, adv=2.506, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:29<00:29,  1.47it/s, loss=0.490, pair=0.137, adv=2.506, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  87%|▊| 290/333 [03:30<00:29,  1.47it/s, loss=0.509, pair=0.106, adv=2.597, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:30<00:30,  1.38it/s, loss=0.509, pair=0.106, adv=2.597, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  87%|▊| 291/333 [03:31<00:30,  1.38it/s, loss=0.499, pair=0.096, adv=2.738, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:31<00:28,  1.45it/s, loss=0.499, pair=0.096, adv=2.738, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  88%|▉| 292/333 [03:32<00:28,  1.45it/s, loss=0.511, pair=0.134, adv=2.679, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:32<00:28,  1.40it/s, loss=0.511, pair=0.134, adv=2.679, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  88%|▉| 293/333 [03:32<00:28,  1.40it/s, loss=0.472, pair=0.084, adv=2.518, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:32<00:26,  1.48it/s, loss=0.472, pair=0.084, adv=2.518, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  88%|▉| 294/333 [03:33<00:26,  1.48it/s, loss=0.479, pair=0.038, adv=2.619, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:33<00:26,  1.42it/s, loss=0.479, pair=0.038, adv=2.619, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  89%|▉| 295/333 [03:34<00:26,  1.42it/s, loss=0.492, pair=0.048, adv=2.588, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:34<00:24,  1.48it/s, loss=0.492, pair=0.048, adv=2.588, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  89%|▉| 296/333 [03:34<00:24,  1.48it/s, loss=0.487, pair=0.139, adv=2.478, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:34<00:26,  1.38it/s, loss=0.487, pair=0.139, adv=2.478, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  89%|▉| 297/333 [03:35<00:26,  1.38it/s, loss=0.487, pair=0.108, adv=2.660, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:35<00:24,  1.41it/s, loss=0.487, pair=0.108, adv=2.660, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  89%|▉| 298/333 [03:36<00:24,  1.41it/s, loss=0.505, pair=0.098, adv=2.789, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:36<00:25,  1.31it/s, loss=0.505, pair=0.098, adv=2.789, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  90%|▉| 299/333 [03:37<00:25,  1.31it/s, loss=0.476, pair=0.086, adv=2.633, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:37<00:24,  1.35it/s, loss=0.476, pair=0.086, adv=2.633, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  90%|▉| 300/333 [03:38<00:24,  1.35it/s, loss=0.493, pair=0.139, adv=2.755, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:38<00:25,  1.28it/s, loss=0.493, pair=0.139, adv=2.755, sprd=0.020
Ep 015/60 [S1→S2:ramp]:  90%|▉| 301/333 [03:38<00:25,  1.28it/s, loss=0.466, pair=0.089, adv=2.562, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:38<00:22,  1.36it/s, loss=0.466, pair=0.089, adv=2.562, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  91%|▉| 302/333 [03:39<00:22,  1.36it/s, loss=0.511, pair=0.106, adv=2.798, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:39<00:23,  1.30it/s, loss=0.511, pair=0.106, adv=2.798, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  91%|▉| 303/333 [03:40<00:23,  1.30it/s, loss=0.504, pair=0.106, adv=2.831, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:40<00:21,  1.34it/s, loss=0.504, pair=0.106, adv=2.831, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  91%|▉| 304/333 [03:41<00:21,  1.34it/s, loss=0.509, pair=0.218, adv=2.676, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:41<00:21,  1.29it/s, loss=0.509, pair=0.218, adv=2.676, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  92%|▉| 305/333 [03:41<00:21,  1.29it/s, loss=0.511, pair=0.201, adv=2.820, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:41<00:20,  1.33it/s, loss=0.511, pair=0.201, adv=2.820, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  92%|▉| 306/333 [03:42<00:20,  1.33it/s, loss=0.481, pair=0.085, adv=2.686, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:42<00:20,  1.28it/s, loss=0.481, pair=0.085, adv=2.686, sprd=0.019
Ep 015/60 [S1→S2:ramp]:  92%|▉| 307/333 [03:43<00:20,  1.28it/s, loss=0.555, pair=0.279, adv=2.789, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:43<00:18,  1.33it/s, loss=0.555, pair=0.279, adv=2.789, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  92%|▉| 308/333 [03:44<00:18,  1.33it/s, loss=0.614, pair=0.048, adv=2.697, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:44<00:18,  1.28it/s, loss=0.614, pair=0.048, adv=2.697, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  93%|▉| 309/333 [03:44<00:18,  1.28it/s, loss=0.506, pair=0.180, adv=2.672, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:44<00:17,  1.33it/s, loss=0.506, pair=0.180, adv=2.672, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  93%|▉| 310/333 [03:45<00:17,  1.33it/s, loss=0.531, pair=0.055, adv=2.784, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:45<00:17,  1.27it/s, loss=0.531, pair=0.055, adv=2.784, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  93%|▉| 311/333 [03:46<00:17,  1.27it/s, loss=0.527, pair=0.211, adv=2.686, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:46<00:15,  1.32it/s, loss=0.527, pair=0.211, adv=2.686, sprd=0.027
Ep 015/60 [S1→S2:ramp]:  94%|▉| 312/333 [03:47<00:15,  1.32it/s, loss=0.536, pair=0.115, adv=2.744, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:47<00:16,  1.24it/s, loss=0.536, pair=0.115, adv=2.744, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  94%|▉| 313/333 [03:47<00:16,  1.24it/s, loss=0.541, pair=0.391, adv=2.680, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:47<00:14,  1.29it/s, loss=0.541, pair=0.391, adv=2.680, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  94%|▉| 314/333 [03:48<00:14,  1.29it/s, loss=0.542, pair=0.168, adv=2.869, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:48<00:14,  1.25it/s, loss=0.542, pair=0.168, adv=2.869, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  95%|▉| 315/333 [03:49<00:14,  1.25it/s, loss=0.489, pair=0.081, adv=2.795, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:49<00:13,  1.30it/s, loss=0.489, pair=0.081, adv=2.795, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  95%|▉| 316/333 [03:50<00:13,  1.30it/s, loss=0.524, pair=0.057, adv=2.844, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:50<00:12,  1.25it/s, loss=0.524, pair=0.057, adv=2.844, sprd=0.028
Ep 015/60 [S1→S2:ramp]:  95%|▉| 317/333 [03:51<00:12,  1.25it/s, loss=0.488, pair=0.124, adv=2.500, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:51<00:11,  1.32it/s, loss=0.488, pair=0.124, adv=2.500, sprd=0.022
Ep 015/60 [S1→S2:ramp]:  95%|▉| 318/333 [03:51<00:11,  1.32it/s, loss=0.510, pair=0.107, adv=2.880, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:51<00:11,  1.26it/s, loss=0.510, pair=0.107, adv=2.880, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  96%|▉| 319/333 [03:52<00:11,  1.26it/s, loss=0.498, pair=0.119, adv=2.948, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:52<00:09,  1.31it/s, loss=0.498, pair=0.119, adv=2.948, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  96%|▉| 320/333 [03:53<00:09,  1.31it/s, loss=0.620, pair=0.205, adv=2.902, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:53<00:09,  1.26it/s, loss=0.620, pair=0.205, adv=2.902, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  96%|▉| 321/333 [03:54<00:09,  1.26it/s, loss=0.475, pair=0.103, adv=2.780, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:54<00:08,  1.32it/s, loss=0.475, pair=0.103, adv=2.780, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  97%|▉| 322/333 [03:55<00:08,  1.32it/s, loss=0.495, pair=0.119, adv=2.660, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:55<00:07,  1.28it/s, loss=0.495, pair=0.119, adv=2.660, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  97%|▉| 323/333 [03:55<00:07,  1.28it/s, loss=0.492, pair=0.079, adv=2.751, sprd=0.015
Ep 015/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:55<00:06,  1.35it/s, loss=0.492, pair=0.079, adv=2.751, sprd=0.015
Ep 015/60 [S1→S2:ramp]:  97%|▉| 324/333 [03:56<00:06,  1.35it/s, loss=0.505, pair=0.129, adv=2.780, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:56<00:06,  1.25it/s, loss=0.505, pair=0.129, adv=2.780, sprd=0.021
Ep 015/60 [S1→S2:ramp]:  98%|▉| 325/333 [03:57<00:06,  1.25it/s, loss=0.503, pair=0.157, adv=2.927, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:57<00:05,  1.30it/s, loss=0.503, pair=0.157, adv=2.927, sprd=0.025
Ep 015/60 [S1→S2:ramp]:  98%|▉| 326/333 [03:58<00:05,  1.30it/s, loss=0.605, pair=0.130, adv=2.646, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:58<00:04,  1.27it/s, loss=0.605, pair=0.130, adv=2.646, sprd=0.024
Ep 015/60 [S1→S2:ramp]:  98%|▉| 327/333 [03:58<00:04,  1.27it/s, loss=0.522, pair=0.148, adv=2.757, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:58<00:03,  1.30it/s, loss=0.522, pair=0.148, adv=2.757, sprd=0.031
Ep 015/60 [S1→S2:ramp]:  98%|▉| 328/333 [03:59<00:03,  1.30it/s, loss=0.505, pair=0.096, adv=2.889, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  99%|▉| 329/333 [03:59<00:03,  1.25it/s, loss=0.505, pair=0.096, adv=2.889, sprd=0.018
Ep 015/60 [S1→S2:ramp]:  99%|▉| 329/333 [04:00<00:03,  1.25it/s, loss=0.535, pair=0.142, adv=3.093, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  99%|▉| 330/333 [04:00<00:02,  1.30it/s, loss=0.535, pair=0.142, adv=3.093, sprd=0.026
Ep 015/60 [S1→S2:ramp]:  99%|▉| 330/333 [04:01<00:02,  1.30it/s, loss=0.519, pair=0.125, adv=2.914, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  99%|▉| 331/333 [04:01<00:01,  1.27it/s, loss=0.519, pair=0.125, adv=2.914, sprd=0.023
Ep 015/60 [S1→S2:ramp]:  99%|▉| 331/333 [04:01<00:01,  1.27it/s, loss=0.493, pair=0.074, adv=2.994, sprd=0.021
Ep 015/60 [S1→S2:ramp]: 100%|▉| 332/333 [04:01<00:00,  1.33it/s, loss=0.493, pair=0.074, adv=2.994, sprd=0.021
Ep 015/60 [S1→S2:ramp]: 100%|▉| 332/333 [04:02<00:00,  1.33it/s, loss=0.488, pair=0.073, adv=2.629, sprd=0.024
Ep 015/60 [S1→S2:ramp]: 100%|█| 333/333 [04:02<00:00,  1.27it/s, loss=0.488, pair=0.073, adv=2.629, sprd=0.024
                                                                                                              
Epoch 015/60 [S1→S2:ramp]  loss=0.4990  mat=0.3346  sens=0.8223  pair=0.1467  adv=2.2521(rand=3.37)  deg=0.0128  orth=0.0196  spread=0.0233  q_mean=50.2  q_std=15.3  α=0.18 β=0.12 γ=0.84 λ_grl=0.600  lr=8.78e-05  243s

Ep 016/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 016/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.539, pair=0.164, adv=2.901, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:16,  1.13s/it, loss=0.539, pair=0.164, adv=2.901, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<06:16,  1.13s/it, loss=0.554, pair=0.133, adv=3.179, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   1%|  | 2/333 [00:01<04:35,  1.20it/s, loss=0.554, pair=0.133, adv=3.179, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<04:35,  1.20it/s, loss=0.592, pair=0.122, adv=2.833, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:   1%|  | 3/333 [00:02<04:42,  1.17it/s, loss=0.592, pair=0.122, adv=2.833, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<04:42,  1.17it/s, loss=0.522, pair=0.145, adv=2.795, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<04:04,  1.35it/s, loss=0.522, pair=0.145, adv=2.795, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:   1%|  | 4/333 [00:03<04:04,  1.35it/s, loss=0.538, pair=0.137, adv=2.874, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   2%|  | 5/333 [00:03<04:04,  1.34it/s, loss=0.538, pair=0.137, adv=2.874, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   2%|  | 5/333 [00:04<04:04,  1.34it/s, loss=0.530, pair=0.180, adv=2.489, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   2%|  | 6/333 [00:04<03:47,  1.44it/s, loss=0.530, pair=0.180, adv=2.489, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   2%|  | 6/333 [00:05<03:47,  1.44it/s, loss=0.522, pair=0.148, adv=2.864, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:   2%|  | 7/333 [00:05<04:52,  1.12it/s, loss=0.522, pair=0.148, adv=2.864, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:   2%|  | 7/333 [00:06<04:52,  1.12it/s, loss=0.522, pair=0.122, adv=2.720, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   2%|  | 8/333 [00:06<05:06,  1.06it/s, loss=0.522, pair=0.122, adv=2.720, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   2%|  | 8/333 [00:08<05:06,  1.06it/s, loss=0.553, pair=0.117, adv=2.908, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   3%|  | 9/333 [00:08<05:29,  1.02s/it, loss=0.553, pair=0.117, adv=2.908, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   3%|  | 9/333 [00:09<05:29,  1.02s/it, loss=0.521, pair=0.120, adv=2.832, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   3%| | 10/333 [00:09<05:23,  1.00s/it, loss=0.521, pair=0.120, adv=2.832, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   3%| | 10/333 [00:10<05:23,  1.00s/it, loss=0.588, pair=0.275, adv=2.917, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   3%| | 11/333 [00:10<05:44,  1.07s/it, loss=0.588, pair=0.275, adv=2.917, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   3%| | 11/333 [00:11<05:44,  1.07s/it, loss=0.555, pair=0.117, adv=2.670, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   4%| | 12/333 [00:11<05:34,  1.04s/it, loss=0.555, pair=0.117, adv=2.670, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   4%| | 12/333 [00:12<05:34,  1.04s/it, loss=0.536, pair=0.094, adv=2.850, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:   4%| | 13/333 [00:12<05:54,  1.11s/it, loss=0.536, pair=0.094, adv=2.850, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:   4%| | 13/333 [00:13<05:54,  1.11s/it, loss=0.513, pair=0.143, adv=2.579, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:   4%| | 14/333 [00:13<05:34,  1.05s/it, loss=0.513, pair=0.143, adv=2.579, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:   4%| | 14/333 [00:14<05:34,  1.05s/it, loss=0.543, pair=0.071, adv=3.102, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:   5%| | 15/333 [00:14<05:40,  1.07s/it, loss=0.543, pair=0.071, adv=3.102, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:   5%| | 15/333 [00:15<05:40,  1.07s/it, loss=0.518, pair=0.132, adv=2.775, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   5%| | 16/333 [00:15<05:24,  1.02s/it, loss=0.518, pair=0.132, adv=2.775, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   5%| | 16/333 [00:16<05:24,  1.02s/it, loss=0.561, pair=0.108, adv=3.032, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   5%| | 17/333 [00:16<05:38,  1.07s/it, loss=0.561, pair=0.108, adv=3.032, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:   5%| | 17/333 [00:17<05:38,  1.07s/it, loss=0.537, pair=0.169, adv=2.934, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   5%| | 18/333 [00:17<05:25,  1.03s/it, loss=0.537, pair=0.169, adv=2.934, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   5%| | 18/333 [00:18<05:25,  1.03s/it, loss=0.534, pair=0.171, adv=2.867, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   6%| | 19/333 [00:18<05:32,  1.06s/it, loss=0.534, pair=0.171, adv=2.867, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   6%| | 19/333 [00:19<05:32,  1.06s/it, loss=0.566, pair=0.189, adv=3.073, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   6%| | 20/333 [00:19<05:24,  1.04s/it, loss=0.566, pair=0.189, adv=3.073, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:   6%| | 20/333 [00:20<05:24,  1.04s/it, loss=0.570, pair=0.365, adv=2.849, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   6%| | 21/333 [00:20<05:39,  1.09s/it, loss=0.570, pair=0.365, adv=2.849, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   6%| | 21/333 [00:21<05:39,  1.09s/it, loss=0.568, pair=0.330, adv=3.068, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   7%| | 22/333 [00:21<05:24,  1.04s/it, loss=0.568, pair=0.330, adv=3.068, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:   7%| | 22/333 [00:22<05:24,  1.04s/it, loss=0.503, pair=0.095, adv=2.601, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:   7%| | 23/333 [00:22<05:27,  1.06s/it, loss=0.503, pair=0.095, adv=2.601, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:   7%| | 23/333 [00:23<05:27,  1.06s/it, loss=0.561, pair=0.415, adv=2.925, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   7%| | 24/333 [00:23<05:11,  1.01s/it, loss=0.561, pair=0.415, adv=2.925, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:   7%| | 24/333 [00:24<05:11,  1.01s/it, loss=0.537, pair=0.127, adv=2.896, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   8%| | 25/333 [00:24<05:23,  1.05s/it, loss=0.537, pair=0.127, adv=2.896, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   8%| | 25/333 [00:25<05:23,  1.05s/it, loss=0.543, pair=0.168, adv=3.016, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   8%| | 26/333 [00:25<05:09,  1.01s/it, loss=0.543, pair=0.168, adv=3.016, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   8%| | 26/333 [00:27<05:09,  1.01s/it, loss=0.537, pair=0.160, adv=2.752, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:   8%| | 27/333 [00:27<05:21,  1.05s/it, loss=0.537, pair=0.160, adv=2.752, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:   8%| | 27/333 [00:27<05:21,  1.05s/it, loss=0.508, pair=0.130, adv=2.960, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:   8%| | 28/333 [00:27<05:05,  1.00s/it, loss=0.508, pair=0.130, adv=2.960, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:   8%| | 28/333 [00:29<05:05,  1.00s/it, loss=0.565, pair=0.091, adv=3.202, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   9%| | 29/333 [00:29<05:22,  1.06s/it, loss=0.565, pair=0.091, adv=3.202, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:   9%| | 29/333 [00:30<05:22,  1.06s/it, loss=0.544, pair=0.127, adv=3.101, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:   9%| | 30/333 [00:30<05:08,  1.02s/it, loss=0.544, pair=0.127, adv=3.101, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:   9%| | 30/333 [00:31<05:08,  1.02s/it, loss=0.544, pair=0.093, adv=2.945, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   9%| | 31/333 [00:31<05:25,  1.08s/it, loss=0.544, pair=0.093, adv=2.945, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:   9%| | 31/333 [00:32<05:25,  1.08s/it, loss=0.549, pair=0.132, adv=3.134, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  10%| | 32/333 [00:32<05:11,  1.04s/it, loss=0.549, pair=0.132, adv=3.134, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  10%| | 32/333 [00:33<05:11,  1.04s/it, loss=0.587, pair=0.194, adv=2.844, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  10%| | 33/333 [00:33<05:19,  1.07s/it, loss=0.587, pair=0.194, adv=2.844, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  10%| | 33/333 [00:34<05:19,  1.07s/it, loss=0.524, pair=0.093, adv=2.942, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  10%| | 34/333 [00:34<05:03,  1.01s/it, loss=0.524, pair=0.093, adv=2.942, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  10%| | 34/333 [00:35<05:03,  1.01s/it, loss=0.607, pair=0.082, adv=3.090, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  11%| | 35/333 [00:35<05:12,  1.05s/it, loss=0.607, pair=0.082, adv=3.090, sprd=0.028]
Ep 016/60 [S1→S2:ramp]:  11%| | 35/333 [00:36<05:12,  1.05s/it, loss=0.552, pair=0.035, adv=3.116, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  11%| | 36/333 [00:36<05:04,  1.02s/it, loss=0.552, pair=0.035, adv=3.116, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  11%| | 36/333 [00:37<05:04,  1.02s/it, loss=0.595, pair=0.172, adv=3.290, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  11%| | 37/333 [00:37<05:29,  1.11s/it, loss=0.595, pair=0.172, adv=3.290, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  11%| | 37/333 [00:38<05:29,  1.11s/it, loss=0.529, pair=0.279, adv=2.857, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  11%| | 38/333 [00:38<05:06,  1.04s/it, loss=0.529, pair=0.279, adv=2.857, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  11%| | 38/333 [00:39<05:06,  1.04s/it, loss=0.555, pair=0.163, adv=3.036, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  12%| | 39/333 [00:39<05:19,  1.09s/it, loss=0.555, pair=0.163, adv=3.036, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  12%| | 39/333 [00:40<05:19,  1.09s/it, loss=0.567, pair=0.274, adv=3.045, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  12%| | 40/333 [00:40<04:52,  1.00it/s, loss=0.567, pair=0.274, adv=3.045, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  12%| | 40/333 [00:41<04:52,  1.00it/s, loss=0.517, pair=0.111, adv=2.719, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:  12%| | 41/333 [00:41<05:02,  1.03s/it, loss=0.517, pair=0.111, adv=2.719, sprd=0.017]
Ep 016/60 [S1→S2:ramp]:  12%| | 41/333 [00:42<05:02,  1.03s/it, loss=0.509, pair=0.055, adv=3.019, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:42<04:48,  1.01it/s, loss=0.509, pair=0.055, adv=3.019, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:43<04:48,  1.01it/s, loss=0.537, pair=0.058, adv=2.887, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:43<04:59,  1.03s/it, loss=0.537, pair=0.058, adv=2.887, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:44<04:59,  1.03s/it, loss=0.532, pair=0.069, adv=3.154, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:44<04:47,  1.01it/s, loss=0.532, pair=0.069, adv=3.154, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:45<04:47,  1.01it/s, loss=0.525, pair=0.078, adv=2.801, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:45<05:00,  1.04s/it, loss=0.525, pair=0.078, adv=2.801, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:46<05:00,  1.04s/it, loss=0.512, pair=0.080, adv=2.586, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:46<04:49,  1.01s/it, loss=0.512, pair=0.080, adv=2.586, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:47<04:49,  1.01s/it, loss=0.551, pair=0.138, adv=2.992, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:47<04:56,  1.04s/it, loss=0.551, pair=0.138, adv=2.992, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:48<04:56,  1.04s/it, loss=0.539, pair=0.167, adv=2.984, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:48<04:45,  1.00s/it, loss=0.539, pair=0.167, adv=2.984, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:49<04:45,  1.00s/it, loss=0.591, pair=0.080, adv=3.323, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:49<05:01,  1.06s/it, loss=0.591, pair=0.080, adv=3.323, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:50<05:01,  1.06s/it, loss=0.551, pair=0.106, adv=3.139, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:50<04:51,  1.03s/it, loss=0.551, pair=0.106, adv=3.139, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:52<04:51,  1.03s/it, loss=0.571, pair=0.053, adv=3.309, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:52<05:06,  1.09s/it, loss=0.571, pair=0.053, adv=3.309, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:52<05:06,  1.09s/it, loss=0.532, pair=0.139, adv=2.722, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:52<04:52,  1.04s/it, loss=0.532, pair=0.139, adv=2.722, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:54<04:52,  1.04s/it, loss=0.642, pair=0.149, adv=2.841, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:54<04:54,  1.05s/it, loss=0.642, pair=0.149, adv=2.841, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:54<04:54,  1.05s/it, loss=1.261, pair=1.934, adv=2.933, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:54<04:42,  1.01s/it, loss=1.261, pair=1.934, adv=2.933, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:56<04:42,  1.01s/it, loss=0.520, pair=0.139, adv=2.527, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:56<04:55,  1.06s/it, loss=0.520, pair=0.139, adv=2.527, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 55/333 [00:57<04:55,  1.06s/it, loss=0.555, pair=0.219, adv=3.105, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:57<04:45,  1.03s/it, loss=0.555, pair=0.219, adv=3.105, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 56/333 [00:58<04:45,  1.03s/it, loss=0.565, pair=0.163, adv=2.822, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:58<04:58,  1.08s/it, loss=0.565, pair=0.163, adv=2.822, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 57/333 [00:59<04:58,  1.08s/it, loss=0.523, pair=0.117, adv=2.960, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 58/333 [00:59<04:44,  1.03s/it, loss=0.523, pair=0.117, adv=2.960, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:00<04:44,  1.03s/it, loss=0.552, pair=0.143, adv=3.156, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:00<04:55,  1.08s/it, loss=0.552, pair=0.143, adv=3.156, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:01<04:55,  1.08s/it, loss=0.535, pair=0.156, adv=2.763, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:01<04:43,  1.04s/it, loss=0.535, pair=0.156, adv=2.763, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:02<04:43,  1.04s/it, loss=0.576, pair=0.248, adv=2.932, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:02<04:57,  1.09s/it, loss=0.576, pair=0.248, adv=2.932, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:03<04:57,  1.09s/it, loss=0.556, pair=0.129, adv=3.032, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:03<04:39,  1.03s/it, loss=0.556, pair=0.129, adv=3.032, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:04<04:39,  1.03s/it, loss=0.531, pair=0.083, adv=2.770, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:04<04:53,  1.09s/it, loss=0.531, pair=0.083, adv=2.770, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:05<04:53,  1.09s/it, loss=0.520, pair=0.152, adv=2.871, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:05<04:41,  1.05s/it, loss=0.520, pair=0.152, adv=2.871, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:06<04:41,  1.05s/it, loss=0.561, pair=0.109, adv=2.721, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:06<04:53,  1.10s/it, loss=0.561, pair=0.109, adv=2.721, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:07<04:53,  1.10s/it, loss=0.546, pair=0.095, adv=3.157, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:07<04:40,  1.05s/it, loss=0.546, pair=0.095, adv=3.157, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:08<04:40,  1.05s/it, loss=0.675, pair=0.291, adv=3.064, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:08<04:49,  1.09s/it, loss=0.675, pair=0.291, adv=3.064, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:09<04:49,  1.09s/it, loss=0.518, pair=0.272, adv=2.808, sprd=0.016]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:09<04:36,  1.04s/it, loss=0.518, pair=0.272, adv=2.808, sprd=0.016]
Ep 016/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:11<04:36,  1.04s/it, loss=0.562, pair=0.365, adv=2.780, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:11<04:45,  1.08s/it, loss=0.562, pair=0.365, adv=2.780, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:11<04:45,  1.08s/it, loss=0.511, pair=0.103, adv=2.775, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:11<04:32,  1.04s/it, loss=0.511, pair=0.103, adv=2.775, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:13<04:32,  1.04s/it, loss=0.601, pair=0.300, adv=3.003, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:13<04:43,  1.08s/it, loss=0.601, pair=0.300, adv=3.003, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:14<04:43,  1.08s/it, loss=0.541, pair=0.224, adv=2.856, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:14<04:22,  1.01s/it, loss=0.541, pair=0.224, adv=2.856, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:15<04:22,  1.01s/it, loss=0.564, pair=0.307, adv=2.813, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:15<04:30,  1.04s/it, loss=0.564, pair=0.307, adv=2.813, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:16<04:30,  1.04s/it, loss=0.543, pair=0.164, adv=3.101, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:16<04:19,  1.00s/it, loss=0.543, pair=0.164, adv=3.101, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:17<04:19,  1.00s/it, loss=0.540, pair=0.227, adv=2.758, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:17<04:27,  1.04s/it, loss=0.540, pair=0.227, adv=2.758, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:18<04:27,  1.04s/it, loss=0.529, pair=0.162, adv=2.794, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:18<04:19,  1.01s/it, loss=0.529, pair=0.162, adv=2.794, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:19<04:19,  1.01s/it, loss=0.553, pair=0.106, adv=3.175, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:19<04:31,  1.06s/it, loss=0.553, pair=0.106, adv=3.175, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:20<04:31,  1.06s/it, loss=0.540, pair=0.270, adv=2.660, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:20<04:16,  1.00s/it, loss=0.540, pair=0.270, adv=2.660, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:21<04:16,  1.00s/it, loss=0.537, pair=0.138, adv=2.733, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:21<04:31,  1.07s/it, loss=0.537, pair=0.138, adv=2.733, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:22<04:31,  1.07s/it, loss=0.529, pair=0.114, adv=2.784, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:22<04:18,  1.02s/it, loss=0.529, pair=0.114, adv=2.784, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:23<04:18,  1.02s/it, loss=0.918, pair=0.136, adv=3.130, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:23<04:28,  1.07s/it, loss=0.918, pair=0.136, adv=3.130, sprd=0.029]
Ep 016/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:24<04:28,  1.07s/it, loss=0.520, pair=0.103, adv=2.960, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:24<04:16,  1.02s/it, loss=0.520, pair=0.103, adv=2.960, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:25<04:16,  1.02s/it, loss=0.565, pair=0.308, adv=2.981, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:25<04:27,  1.07s/it, loss=0.565, pair=0.308, adv=2.981, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:26<04:27,  1.07s/it, loss=0.564, pair=0.281, adv=2.716, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:26<04:14,  1.02s/it, loss=0.564, pair=0.281, adv=2.716, sprd=0.025]
Ep 016/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:27<04:14,  1.02s/it, loss=0.547, pair=0.236, adv=2.933, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:27<04:21,  1.05s/it, loss=0.547, pair=0.236, adv=2.933, sprd=0.018]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:28<04:21,  1.05s/it, loss=0.581, pair=0.179, adv=3.043, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:28<04:14,  1.03s/it, loss=0.581, pair=0.179, adv=3.043, sprd=0.031]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:29<04:14,  1.03s/it, loss=0.535, pair=0.147, adv=2.883, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:29<04:20,  1.06s/it, loss=0.535, pair=0.147, adv=2.883, sprd=0.020]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:30<04:20,  1.06s/it, loss=0.553, pair=0.131, adv=2.979, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:30<04:12,  1.03s/it, loss=0.553, pair=0.131, adv=2.979, sprd=0.026]
Ep 016/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:31<04:12,  1.03s/it, loss=0.528, pair=0.014, adv=2.795, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:31<04:16,  1.05s/it, loss=0.528, pair=0.014, adv=2.795, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:32<04:16,  1.05s/it, loss=0.536, pair=0.037, adv=3.006, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:32<04:06,  1.01s/it, loss=0.536, pair=0.037, adv=3.006, sprd=0.022]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:33<04:06,  1.01s/it, loss=0.539, pair=0.116, adv=2.840, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:33<04:14,  1.05s/it, loss=0.539, pair=0.116, adv=2.840, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:34<04:14,  1.05s/it, loss=0.536, pair=0.083, adv=2.999, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:34<04:05,  1.02s/it, loss=0.536, pair=0.083, adv=2.999, sprd=0.023]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:35<04:05,  1.02s/it, loss=0.563, pair=0.164, adv=3.086, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:35<04:16,  1.07s/it, loss=0.563, pair=0.164, adv=3.086, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:36<04:16,  1.07s/it, loss=0.520, pair=0.229, adv=2.627, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:36<04:01,  1.01s/it, loss=0.520, pair=0.229, adv=2.627, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:37<04:01,  1.01s/it, loss=0.569, pair=0.124, adv=3.056, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:37<04:08,  1.04s/it, loss=0.569, pair=0.124, adv=3.056, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:38<04:08,  1.04s/it, loss=0.527, pair=0.124, adv=3.006, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:38<03:56,  1.00it/s, loss=0.527, pair=0.124, adv=3.006, sprd=0.021]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:40<03:56,  1.00it/s, loss=0.540, pair=0.052, adv=2.873, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:40<04:07,  1.05s/it, loss=0.540, pair=0.052, adv=2.873, sprd=0.027]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:40<04:07,  1.05s/it, loss=0.544, pair=0.164, adv=3.015, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:40<03:56,  1.01s/it, loss=0.544, pair=0.164, adv=3.015, sprd=0.024]
Ep 016/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:42<03:56,  1.01s/it, loss=0.677, pair=0.712, adv=3.398, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:42<04:06,  1.05s/it, loss=0.677, pair=0.712, adv=3.398, sprd=0.030]
Ep 016/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:43<04:06,  1.05s/it, loss=0.528, pair=0.087, adv=3.093, sprd=0.019]
Ep 016/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:43<03:55,  1.01s/it, loss=0.528, pair=0.087, adv=3.093, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:44<03:55,  1.01s/it, loss=0.553, pair=0.096, adv=3.051, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:44<04:02,  1.05s/it, loss=0.553, pair=0.096, adv=3.051, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:45<04:02,  1.05s/it, loss=0.542, pair=0.053, adv=3.027, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:45<03:54,  1.01s/it, loss=0.542, pair=0.053, adv=3.027, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:46<03:54,  1.01s/it, loss=0.593, pair=0.120, adv=3.142, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:46<03:58,  1.04s/it, loss=0.593, pair=0.120, adv=3.142, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:47<03:58,  1.04s/it, loss=0.554, pair=0.189, adv=3.172, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:47<03:47,  1.01it/s, loss=0.554, pair=0.189, adv=3.172, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:48<03:47,  1.01it/s, loss=0.650, pair=0.192, adv=3.495, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:48<04:01,  1.06s/it, loss=0.650, pair=0.192, adv=3.495, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:49<04:01,  1.06s/it, loss=0.553, pair=0.106, adv=3.084, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:49<03:53,  1.03s/it, loss=0.553, pair=0.106, adv=3.084, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:50<03:53,  1.03s/it, loss=0.579, pair=0.137, adv=3.026, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:50<04:03,  1.08s/it, loss=0.579, pair=0.137, adv=3.026, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:51<04:03,  1.08s/it, loss=0.532, pair=0.041, adv=3.203, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:51<03:53,  1.04s/it, loss=0.532, pair=0.041, adv=3.203, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:52<03:53,  1.04s/it, loss=0.525, pair=0.060, adv=2.782, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:52<03:58,  1.06s/it, loss=0.525, pair=0.060, adv=2.782, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:53<03:58,  1.06s/it, loss=0.544, pair=0.107, adv=3.250, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:53<03:48,  1.02s/it, loss=0.544, pair=0.107, adv=3.250, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  33%|▎| 110/333 [01:54<03:48,  1.02s/it, loss=0.574, pair=0.077, adv=3.192, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:54<03:57,  1.07s/it, loss=0.574, pair=0.077, adv=3.192, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  33%|▎| 111/333 [01:55<03:57,  1.07s/it, loss=0.572, pair=0.062, adv=3.085, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:55<03:51,  1.05s/it, loss=0.572, pair=0.062, adv=3.085, sprd=0.034
Ep 016/60 [S1→S2:ramp]:  34%|▎| 112/333 [01:56<03:51,  1.05s/it, loss=0.681, pair=0.053, adv=3.144, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:56<03:57,  1.08s/it, loss=0.681, pair=0.053, adv=3.144, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  34%|▎| 113/333 [01:57<03:57,  1.08s/it, loss=0.550, pair=0.054, adv=3.261, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:57<03:48,  1.04s/it, loss=0.550, pair=0.054, adv=3.261, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  34%|▎| 114/333 [01:58<03:48,  1.04s/it, loss=0.561, pair=0.085, adv=3.288, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:58<03:48,  1.05s/it, loss=0.561, pair=0.085, adv=3.288, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  35%|▎| 115/333 [01:59<03:48,  1.05s/it, loss=0.542, pair=0.040, adv=3.161, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  35%|▎| 116/333 [01:59<03:39,  1.01s/it, loss=0.542, pair=0.040, adv=3.161, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:00<03:39,  1.01s/it, loss=0.561, pair=0.132, adv=2.826, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:00<03:42,  1.03s/it, loss=0.561, pair=0.132, adv=2.826, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:01<03:42,  1.03s/it, loss=0.537, pair=0.085, adv=3.094, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:01<03:35,  1.00s/it, loss=0.537, pair=0.085, adv=3.094, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:02<03:35,  1.00s/it, loss=0.579, pair=0.120, adv=3.420, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:02<03:45,  1.05s/it, loss=0.579, pair=0.120, adv=3.420, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:03<03:45,  1.05s/it, loss=0.542, pair=0.064, adv=3.147, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:03<03:35,  1.01s/it, loss=0.542, pair=0.064, adv=3.147, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:05<03:35,  1.01s/it, loss=0.591, pair=0.086, adv=3.355, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:05<03:47,  1.08s/it, loss=0.591, pair=0.086, adv=3.355, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:05<03:47,  1.08s/it, loss=0.536, pair=0.042, adv=3.238, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:05<03:38,  1.04s/it, loss=0.536, pair=0.042, adv=3.238, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:07<03:38,  1.04s/it, loss=0.630, pair=0.035, adv=3.017, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:07<03:40,  1.05s/it, loss=0.630, pair=0.035, adv=3.017, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:08<03:40,  1.05s/it, loss=0.568, pair=0.154, adv=3.152, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:08<03:33,  1.02s/it, loss=0.568, pair=0.154, adv=3.152, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:09<03:33,  1.02s/it, loss=0.547, pair=0.052, adv=2.949, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:09<03:43,  1.08s/it, loss=0.547, pair=0.052, adv=2.949, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:09<03:43,  1.08s/it, loss=0.567, pair=0.041, adv=3.107, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:09<03:23,  1.02it/s, loss=0.567, pair=0.041, adv=3.107, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:10<03:23,  1.02it/s, loss=0.574, pair=0.047, adv=3.233, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:10<03:20,  1.03it/s, loss=0.574, pair=0.047, adv=3.233, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:11<03:20,  1.03it/s, loss=0.516, pair=0.055, adv=2.888, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:11<03:15,  1.05it/s, loss=0.516, pair=0.055, adv=2.888, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:12<03:15,  1.05it/s, loss=0.558, pair=0.057, adv=3.132, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:12<03:26,  1.01s/it, loss=0.558, pair=0.057, adv=3.132, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:13<03:26,  1.01s/it, loss=0.561, pair=0.084, adv=3.196, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:13<03:22,  1.00it/s, loss=0.561, pair=0.084, adv=3.196, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:15<03:22,  1.00it/s, loss=0.560, pair=0.058, adv=3.182, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:15<03:36,  1.07s/it, loss=0.560, pair=0.058, adv=3.182, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:16<03:36,  1.07s/it, loss=0.535, pair=0.063, adv=3.039, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:16<03:25,  1.02s/it, loss=0.535, pair=0.063, adv=3.039, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:17<03:25,  1.02s/it, loss=0.565, pair=0.203, adv=2.955, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:17<03:29,  1.05s/it, loss=0.565, pair=0.203, adv=2.955, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:18<03:29,  1.05s/it, loss=0.526, pair=0.100, adv=2.995, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:18<03:19,  1.00s/it, loss=0.526, pair=0.100, adv=2.995, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:19<03:19,  1.00s/it, loss=0.559, pair=0.074, adv=3.006, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:19<03:27,  1.05s/it, loss=0.559, pair=0.074, adv=3.006, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:20<03:27,  1.05s/it, loss=0.544, pair=0.145, adv=3.415, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:20<03:19,  1.01s/it, loss=0.544, pair=0.145, adv=3.415, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:21<03:19,  1.01s/it, loss=0.682, pair=0.196, adv=3.072, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:21<03:24,  1.05s/it, loss=0.682, pair=0.196, adv=3.072, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:22<03:24,  1.05s/it, loss=0.598, pair=0.203, adv=3.330, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:22<03:12,  1.01it/s, loss=0.598, pair=0.203, adv=3.330, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:23<03:12,  1.01it/s, loss=0.569, pair=0.138, adv=3.292, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:23<03:20,  1.03s/it, loss=0.569, pair=0.138, adv=3.292, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:24<03:20,  1.03s/it, loss=0.582, pair=0.267, adv=3.212, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:24<03:14,  1.01s/it, loss=0.582, pair=0.267, adv=3.212, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:25<03:14,  1.01s/it, loss=0.582, pair=0.113, adv=3.329, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:25<03:26,  1.07s/it, loss=0.582, pair=0.113, adv=3.329, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:26<03:26,  1.07s/it, loss=0.529, pair=0.052, adv=3.352, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:26<03:16,  1.03s/it, loss=0.529, pair=0.052, adv=3.352, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:27<03:16,  1.03s/it, loss=0.660, pair=0.082, adv=3.332, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:27<03:20,  1.06s/it, loss=0.660, pair=0.082, adv=3.332, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:28<03:20,  1.06s/it, loss=0.572, pair=0.121, adv=3.340, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:28<03:15,  1.03s/it, loss=0.572, pair=0.121, adv=3.340, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:29<03:15,  1.03s/it, loss=0.603, pair=0.158, adv=3.164, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  44%|▍| 145/333 [02:29<03:19,  1.06s/it, loss=0.603, pair=0.158, adv=3.164, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  44%|▍| 145/333 [02:30<03:19,  1.06s/it, loss=0.544, pair=0.125, adv=3.186, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  44%|▍| 146/333 [02:30<03:10,  1.02s/it, loss=0.544, pair=0.125, adv=3.186, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  44%|▍| 146/333 [02:31<03:10,  1.02s/it, loss=0.655, pair=0.219, adv=3.198, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  44%|▍| 147/333 [02:31<03:16,  1.06s/it, loss=0.655, pair=0.219, adv=3.198, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  44%|▍| 147/333 [02:32<03:16,  1.06s/it, loss=0.539, pair=0.099, adv=3.256, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  44%|▍| 148/333 [02:32<03:03,  1.01it/s, loss=0.539, pair=0.099, adv=3.256, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  44%|▍| 148/333 [02:33<03:03,  1.01it/s, loss=0.557, pair=0.098, adv=3.143, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  45%|▍| 149/333 [02:33<03:14,  1.06s/it, loss=0.557, pair=0.098, adv=3.143, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  45%|▍| 149/333 [02:34<03:14,  1.06s/it, loss=0.546, pair=0.078, adv=3.134, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  45%|▍| 150/333 [02:34<03:07,  1.02s/it, loss=0.546, pair=0.078, adv=3.134, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  45%|▍| 150/333 [02:35<03:07,  1.02s/it, loss=0.566, pair=0.106, adv=3.117, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  45%|▍| 151/333 [02:35<03:12,  1.06s/it, loss=0.566, pair=0.106, adv=3.117, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  45%|▍| 151/333 [02:36<03:12,  1.06s/it, loss=0.545, pair=0.186, adv=3.014, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  46%|▍| 152/333 [02:36<03:03,  1.01s/it, loss=0.545, pair=0.186, adv=3.014, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  46%|▍| 152/333 [02:37<03:03,  1.01s/it, loss=0.567, pair=0.141, adv=3.235, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  46%|▍| 153/333 [02:37<03:12,  1.07s/it, loss=0.567, pair=0.141, adv=3.235, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  46%|▍| 153/333 [02:38<03:12,  1.07s/it, loss=0.574, pair=0.192, adv=3.342, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  46%|▍| 154/333 [02:38<03:04,  1.03s/it, loss=0.574, pair=0.192, adv=3.342, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  46%|▍| 154/333 [02:39<03:04,  1.03s/it, loss=0.564, pair=0.242, adv=3.201, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  47%|▍| 155/333 [02:39<03:06,  1.05s/it, loss=0.564, pair=0.242, adv=3.201, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  47%|▍| 155/333 [02:40<03:06,  1.05s/it, loss=0.567, pair=0.183, adv=3.097, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  47%|▍| 156/333 [02:40<03:01,  1.03s/it, loss=0.567, pair=0.183, adv=3.097, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  47%|▍| 156/333 [02:42<03:01,  1.03s/it, loss=0.719, pair=0.150, adv=3.325, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  47%|▍| 157/333 [02:42<03:06,  1.06s/it, loss=0.719, pair=0.150, adv=3.325, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  47%|▍| 157/333 [02:43<03:06,  1.06s/it, loss=0.588, pair=0.076, adv=3.182, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  47%|▍| 158/333 [02:43<03:03,  1.05s/it, loss=0.588, pair=0.076, adv=3.182, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  47%|▍| 158/333 [02:44<03:03,  1.05s/it, loss=0.568, pair=0.067, adv=3.163, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  48%|▍| 159/333 [02:44<03:13,  1.11s/it, loss=0.568, pair=0.067, adv=3.163, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  48%|▍| 159/333 [02:45<03:13,  1.11s/it, loss=0.528, pair=0.065, adv=2.837, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  48%|▍| 160/333 [02:45<02:55,  1.01s/it, loss=0.528, pair=0.065, adv=2.837, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  48%|▍| 160/333 [02:46<02:55,  1.01s/it, loss=0.572, pair=0.066, adv=3.240, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  48%|▍| 161/333 [02:46<03:06,  1.08s/it, loss=0.572, pair=0.066, adv=3.240, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  48%|▍| 161/333 [02:47<03:06,  1.08s/it, loss=0.552, pair=0.116, adv=3.151, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  49%|▍| 162/333 [02:47<02:57,  1.04s/it, loss=0.552, pair=0.116, adv=3.151, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  49%|▍| 162/333 [02:48<02:57,  1.04s/it, loss=0.556, pair=0.047, adv=3.234, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  49%|▍| 163/333 [02:48<03:03,  1.08s/it, loss=0.556, pair=0.047, adv=3.234, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  49%|▍| 163/333 [02:49<03:03,  1.08s/it, loss=0.542, pair=0.054, adv=3.171, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  49%|▍| 164/333 [02:49<02:54,  1.03s/it, loss=0.542, pair=0.054, adv=3.171, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  49%|▍| 164/333 [02:50<02:54,  1.03s/it, loss=0.690, pair=0.058, adv=3.190, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  50%|▍| 165/333 [02:50<03:01,  1.08s/it, loss=0.690, pair=0.058, adv=3.190, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  50%|▍| 165/333 [02:51<03:01,  1.08s/it, loss=0.573, pair=0.080, adv=3.529, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:51<02:55,  1.05s/it, loss=0.573, pair=0.080, adv=3.529, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  50%|▍| 166/333 [02:52<02:55,  1.05s/it, loss=0.693, pair=0.103, adv=3.055, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:52<02:57,  1.07s/it, loss=0.693, pair=0.103, adv=3.055, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  50%|▌| 167/333 [02:53<02:57,  1.07s/it, loss=0.727, pair=1.261, adv=3.389, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:53<02:47,  1.01s/it, loss=0.727, pair=1.261, adv=3.389, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  50%|▌| 168/333 [02:54<02:47,  1.01s/it, loss=0.543, pair=0.113, adv=3.133, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:54<02:52,  1.05s/it, loss=0.543, pair=0.113, adv=3.133, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  51%|▌| 169/333 [02:55<02:52,  1.05s/it, loss=0.556, pair=0.067, adv=3.279, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:55<02:45,  1.01s/it, loss=0.556, pair=0.067, adv=3.279, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  51%|▌| 170/333 [02:56<02:45,  1.01s/it, loss=0.635, pair=0.138, adv=3.052, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:56<02:55,  1.08s/it, loss=0.635, pair=0.138, adv=3.052, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  51%|▌| 171/333 [02:57<02:55,  1.08s/it, loss=0.548, pair=0.117, adv=3.204, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:57<02:46,  1.03s/it, loss=0.548, pair=0.117, adv=3.204, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  52%|▌| 172/333 [02:58<02:46,  1.03s/it, loss=0.562, pair=0.118, adv=3.111, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:58<02:52,  1.08s/it, loss=0.562, pair=0.118, adv=3.111, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  52%|▌| 173/333 [02:59<02:52,  1.08s/it, loss=0.526, pair=0.095, adv=3.064, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  52%|▌| 174/333 [02:59<02:43,  1.03s/it, loss=0.526, pair=0.095, adv=3.064, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:01<02:43,  1.03s/it, loss=0.527, pair=0.096, adv=3.007, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:01<02:48,  1.07s/it, loss=0.527, pair=0.096, adv=3.007, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:02<02:48,  1.07s/it, loss=0.556, pair=0.088, adv=3.227, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:02<02:43,  1.04s/it, loss=0.556, pair=0.088, adv=3.227, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:03<02:43,  1.04s/it, loss=0.522, pair=0.096, adv=2.908, sprd=0.016
Ep 016/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:03<02:45,  1.06s/it, loss=0.522, pair=0.096, adv=2.908, sprd=0.016
Ep 016/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:04<02:45,  1.06s/it, loss=0.543, pair=0.082, adv=3.092, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:04<02:38,  1.03s/it, loss=0.543, pair=0.082, adv=3.092, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:05<02:38,  1.03s/it, loss=0.542, pair=0.073, adv=3.066, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:05<02:43,  1.06s/it, loss=0.542, pair=0.073, adv=3.066, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:06<02:43,  1.06s/it, loss=0.597, pair=0.140, adv=3.435, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:06<02:37,  1.03s/it, loss=0.597, pair=0.140, adv=3.435, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:07<02:37,  1.03s/it, loss=0.671, pair=0.090, adv=3.306, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:07<02:42,  1.07s/it, loss=0.671, pair=0.090, adv=3.306, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:08<02:42,  1.07s/it, loss=0.642, pair=0.797, adv=3.305, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:08<02:36,  1.04s/it, loss=0.642, pair=0.797, adv=3.305, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:09<02:36,  1.04s/it, loss=0.550, pair=0.112, adv=3.361, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:09<02:31,  1.01s/it, loss=0.550, pair=0.112, adv=3.361, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:10<02:31,  1.01s/it, loss=0.578, pair=0.171, adv=3.252, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:10<02:28,  1.00it/s, loss=0.578, pair=0.171, adv=3.252, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:11<02:28,  1.00it/s, loss=0.558, pair=0.136, adv=3.221, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:11<02:33,  1.04s/it, loss=0.558, pair=0.136, adv=3.221, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:12<02:33,  1.04s/it, loss=0.552, pair=0.119, adv=3.438, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:12<02:29,  1.02s/it, loss=0.552, pair=0.119, adv=3.438, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:13<02:29,  1.02s/it, loss=0.610, pair=0.150, adv=3.365, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:13<02:40,  1.10s/it, loss=0.610, pair=0.150, adv=3.365, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:14<02:40,  1.10s/it, loss=0.549, pair=0.091, adv=3.196, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:14<02:34,  1.06s/it, loss=0.549, pair=0.091, adv=3.196, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:15<02:34,  1.06s/it, loss=0.560, pair=0.075, adv=3.295, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:15<02:39,  1.11s/it, loss=0.560, pair=0.075, adv=3.295, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:16<02:39,  1.11s/it, loss=0.580, pair=0.176, adv=3.008, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:16<02:33,  1.07s/it, loss=0.580, pair=0.176, adv=3.008, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:17<02:33,  1.07s/it, loss=0.555, pair=0.094, adv=3.203, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:17<02:35,  1.10s/it, loss=0.555, pair=0.094, adv=3.203, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:18<02:35,  1.10s/it, loss=0.571, pair=0.093, adv=3.164, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:18<02:29,  1.06s/it, loss=0.571, pair=0.093, adv=3.164, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:20<02:29,  1.06s/it, loss=0.648, pair=0.505, adv=3.217, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:20<02:32,  1.09s/it, loss=0.648, pair=0.505, adv=3.217, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:20<02:32,  1.09s/it, loss=0.540, pair=0.064, adv=3.125, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  58%|▌| 194/333 [03:20<02:23,  1.03s/it, loss=0.540, pair=0.064, adv=3.125, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  58%|▌| 194/333 [03:22<02:23,  1.03s/it, loss=0.560, pair=0.161, adv=3.195, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  59%|▌| 195/333 [03:22<02:28,  1.08s/it, loss=0.560, pair=0.161, adv=3.195, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  59%|▌| 195/333 [03:23<02:28,  1.08s/it, loss=0.545, pair=0.167, adv=3.164, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  59%|▌| 196/333 [03:23<02:22,  1.04s/it, loss=0.545, pair=0.167, adv=3.164, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  59%|▌| 196/333 [03:24<02:22,  1.04s/it, loss=0.553, pair=0.115, adv=2.946, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  59%|▌| 197/333 [03:24<02:28,  1.09s/it, loss=0.553, pair=0.115, adv=2.946, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  59%|▌| 197/333 [03:25<02:28,  1.09s/it, loss=0.579, pair=0.070, adv=3.497, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  59%|▌| 198/333 [03:25<02:24,  1.07s/it, loss=0.579, pair=0.070, adv=3.497, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  59%|▌| 198/333 [03:26<02:24,  1.07s/it, loss=0.563, pair=0.047, adv=3.221, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  60%|▌| 199/333 [03:26<02:27,  1.10s/it, loss=0.563, pair=0.047, adv=3.221, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  60%|▌| 199/333 [03:27<02:27,  1.10s/it, loss=0.545, pair=0.117, adv=3.182, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  60%|▌| 200/333 [03:27<02:19,  1.05s/it, loss=0.545, pair=0.117, adv=3.182, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  60%|▌| 200/333 [03:28<02:19,  1.05s/it, loss=0.560, pair=0.088, adv=3.152, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  60%|▌| 201/333 [03:28<02:24,  1.09s/it, loss=0.560, pair=0.088, adv=3.152, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  60%|▌| 201/333 [03:29<02:24,  1.09s/it, loss=0.540, pair=0.080, adv=3.335, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  61%|▌| 202/333 [03:29<02:17,  1.05s/it, loss=0.540, pair=0.080, adv=3.335, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  61%|▌| 202/333 [03:30<02:17,  1.05s/it, loss=0.538, pair=0.094, adv=3.111, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  61%|▌| 203/333 [03:30<02:19,  1.08s/it, loss=0.538, pair=0.094, adv=3.111, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  61%|▌| 203/333 [03:31<02:19,  1.08s/it, loss=0.541, pair=0.112, adv=3.198, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  61%|▌| 204/333 [03:31<02:14,  1.05s/it, loss=0.541, pair=0.112, adv=3.198, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  61%|▌| 204/333 [03:32<02:14,  1.05s/it, loss=0.570, pair=0.086, adv=3.339, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  62%|▌| 205/333 [03:32<02:12,  1.04s/it, loss=0.570, pair=0.086, adv=3.339, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  62%|▌| 205/333 [03:33<02:12,  1.04s/it, loss=0.562, pair=0.111, adv=3.421, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  62%|▌| 206/333 [03:33<02:07,  1.00s/it, loss=0.562, pair=0.111, adv=3.421, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  62%|▌| 206/333 [03:34<02:07,  1.00s/it, loss=0.569, pair=0.223, adv=3.294, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  62%|▌| 207/333 [03:34<02:13,  1.06s/it, loss=0.569, pair=0.223, adv=3.294, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  62%|▌| 207/333 [03:35<02:13,  1.06s/it, loss=0.540, pair=0.265, adv=2.927, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  62%|▌| 208/333 [03:35<02:06,  1.01s/it, loss=0.540, pair=0.265, adv=2.927, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  62%|▌| 208/333 [03:37<02:06,  1.01s/it, loss=0.571, pair=0.130, adv=3.294, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  63%|▋| 209/333 [03:37<02:15,  1.09s/it, loss=0.571, pair=0.130, adv=3.294, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  63%|▋| 209/333 [03:37<02:15,  1.09s/it, loss=0.578, pair=0.108, adv=3.201, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  63%|▋| 210/333 [03:37<02:08,  1.05s/it, loss=0.578, pair=0.108, adv=3.201, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  63%|▋| 210/333 [03:39<02:08,  1.05s/it, loss=0.594, pair=0.224, adv=3.166, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  63%|▋| 211/333 [03:39<02:11,  1.08s/it, loss=0.594, pair=0.224, adv=3.166, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  63%|▋| 211/333 [03:40<02:11,  1.08s/it, loss=0.524, pair=0.098, adv=3.012, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  64%|▋| 212/333 [03:40<02:04,  1.03s/it, loss=0.524, pair=0.098, adv=3.012, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  64%|▋| 212/333 [03:41<02:04,  1.03s/it, loss=0.578, pair=0.089, adv=3.174, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  64%|▋| 213/333 [03:41<02:09,  1.08s/it, loss=0.578, pair=0.089, adv=3.174, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  64%|▋| 213/333 [03:42<02:09,  1.08s/it, loss=0.547, pair=0.187, adv=3.046, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  64%|▋| 214/333 [03:42<02:04,  1.05s/it, loss=0.547, pair=0.187, adv=3.046, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  64%|▋| 214/333 [03:43<02:04,  1.05s/it, loss=0.562, pair=0.161, adv=3.285, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  65%|▋| 215/333 [03:43<02:08,  1.09s/it, loss=0.562, pair=0.161, adv=3.285, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  65%|▋| 215/333 [03:44<02:08,  1.09s/it, loss=0.530, pair=0.085, adv=3.102, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  65%|▋| 216/333 [03:44<02:02,  1.05s/it, loss=0.530, pair=0.085, adv=3.102, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  65%|▋| 216/333 [03:45<02:02,  1.05s/it, loss=0.563, pair=0.122, adv=3.245, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  65%|▋| 217/333 [03:45<02:01,  1.05s/it, loss=0.563, pair=0.122, adv=3.245, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  65%|▋| 217/333 [03:46<02:01,  1.05s/it, loss=0.566, pair=0.145, adv=3.389, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  65%|▋| 218/333 [03:46<01:57,  1.02s/it, loss=0.566, pair=0.145, adv=3.389, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  65%|▋| 218/333 [03:47<01:57,  1.02s/it, loss=0.567, pair=0.113, adv=3.010, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  66%|▋| 219/333 [03:47<02:03,  1.08s/it, loss=0.567, pair=0.113, adv=3.010, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  66%|▋| 219/333 [03:48<02:03,  1.08s/it, loss=0.529, pair=0.099, adv=2.987, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  66%|▋| 220/333 [03:48<01:57,  1.04s/it, loss=0.529, pair=0.099, adv=2.987, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  66%|▋| 220/333 [03:49<01:57,  1.04s/it, loss=0.561, pair=0.063, adv=3.256, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  66%|▋| 221/333 [03:49<02:02,  1.10s/it, loss=0.561, pair=0.063, adv=3.256, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  66%|▋| 221/333 [03:50<02:02,  1.10s/it, loss=0.532, pair=0.122, adv=3.146, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  67%|▋| 222/333 [03:50<01:56,  1.05s/it, loss=0.532, pair=0.122, adv=3.146, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  67%|▋| 222/333 [03:51<01:56,  1.05s/it, loss=0.551, pair=0.087, adv=3.207, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  67%|▋| 223/333 [03:51<01:59,  1.08s/it, loss=0.551, pair=0.087, adv=3.207, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  67%|▋| 223/333 [03:52<01:59,  1.08s/it, loss=0.579, pair=0.130, adv=3.390, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  67%|▋| 224/333 [03:52<01:55,  1.06s/it, loss=0.579, pair=0.130, adv=3.390, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  67%|▋| 224/333 [03:54<01:55,  1.06s/it, loss=0.545, pair=0.095, adv=3.171, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  68%|▋| 225/333 [03:54<01:57,  1.09s/it, loss=0.545, pair=0.095, adv=3.171, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  68%|▋| 225/333 [03:54<01:57,  1.09s/it, loss=0.707, pair=0.134, adv=3.198, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  68%|▋| 226/333 [03:54<01:51,  1.04s/it, loss=0.707, pair=0.134, adv=3.198, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  68%|▋| 226/333 [03:56<01:51,  1.04s/it, loss=0.679, pair=0.098, adv=3.296, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  68%|▋| 227/333 [03:56<01:54,  1.08s/it, loss=0.679, pair=0.098, adv=3.296, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  68%|▋| 227/333 [03:57<01:54,  1.08s/it, loss=0.541, pair=0.103, adv=3.201, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  68%|▋| 228/333 [03:57<01:47,  1.02s/it, loss=0.541, pair=0.103, adv=3.201, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  68%|▋| 228/333 [03:57<01:47,  1.02s/it, loss=0.569, pair=0.139, adv=3.171, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  69%|▋| 229/333 [03:57<01:43,  1.01it/s, loss=0.569, pair=0.139, adv=3.171, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  69%|▋| 229/333 [03:58<01:43,  1.01it/s, loss=0.565, pair=0.042, adv=3.394, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  69%|▋| 230/333 [03:58<01:42,  1.01it/s, loss=0.565, pair=0.042, adv=3.394, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  69%|▋| 230/333 [04:00<01:42,  1.01it/s, loss=0.543, pair=0.146, adv=3.198, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:00<01:45,  1.03s/it, loss=0.543, pair=0.146, adv=3.198, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:00<01:45,  1.03s/it, loss=0.532, pair=0.121, adv=3.216, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:00<01:41,  1.00s/it, loss=0.532, pair=0.121, adv=3.216, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:02<01:41,  1.00s/it, loss=0.534, pair=0.128, adv=3.122, sprd=0.016
Ep 016/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:02<01:44,  1.05s/it, loss=0.534, pair=0.128, adv=3.122, sprd=0.016
Ep 016/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:03<01:44,  1.05s/it, loss=0.531, pair=0.116, adv=3.167, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:03<01:40,  1.02s/it, loss=0.531, pair=0.116, adv=3.167, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:04<01:40,  1.02s/it, loss=0.531, pair=0.082, adv=3.051, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:04<01:44,  1.07s/it, loss=0.531, pair=0.082, adv=3.051, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:05<01:44,  1.07s/it, loss=0.523, pair=0.047, adv=3.188, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:05<01:40,  1.03s/it, loss=0.523, pair=0.047, adv=3.188, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:06<01:40,  1.03s/it, loss=0.507, pair=0.037, adv=2.927, sprd=0.015
Ep 016/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:06<01:45,  1.10s/it, loss=0.507, pair=0.037, adv=2.927, sprd=0.015
Ep 016/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:07<01:45,  1.10s/it, loss=0.540, pair=0.077, adv=3.139, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:07<01:40,  1.06s/it, loss=0.540, pair=0.077, adv=3.139, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:08<01:40,  1.06s/it, loss=0.651, pair=0.090, adv=3.181, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:08<01:38,  1.05s/it, loss=0.651, pair=0.090, adv=3.181, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:09<01:38,  1.05s/it, loss=0.542, pair=0.113, adv=3.108, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:09<01:35,  1.02s/it, loss=0.542, pair=0.113, adv=3.108, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:10<01:35,  1.02s/it, loss=0.819, pair=0.079, adv=3.405, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:10<01:36,  1.05s/it, loss=0.819, pair=0.079, adv=3.405, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:11<01:36,  1.05s/it, loss=0.567, pair=0.177, adv=3.338, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:11<01:33,  1.03s/it, loss=0.567, pair=0.177, adv=3.338, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:12<01:33,  1.03s/it, loss=0.563, pair=0.060, adv=3.309, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  73%|▋| 243/333 [04:12<01:39,  1.11s/it, loss=0.563, pair=0.060, adv=3.309, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  73%|▋| 243/333 [04:13<01:39,  1.11s/it, loss=0.551, pair=0.109, adv=3.255, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  73%|▋| 244/333 [04:13<01:34,  1.06s/it, loss=0.551, pair=0.109, adv=3.255, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  73%|▋| 244/333 [04:15<01:34,  1.06s/it, loss=0.564, pair=0.058, adv=3.336, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  74%|▋| 245/333 [04:15<01:38,  1.12s/it, loss=0.564, pair=0.058, adv=3.336, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  74%|▋| 245/333 [04:15<01:38,  1.12s/it, loss=0.537, pair=0.058, adv=3.500, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  74%|▋| 246/333 [04:15<01:33,  1.08s/it, loss=0.537, pair=0.058, adv=3.500, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  74%|▋| 246/333 [04:17<01:33,  1.08s/it, loss=0.564, pair=0.060, adv=3.282, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  74%|▋| 247/333 [04:17<01:36,  1.12s/it, loss=0.564, pair=0.060, adv=3.282, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  74%|▋| 247/333 [04:18<01:36,  1.12s/it, loss=0.544, pair=0.113, adv=3.149, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  74%|▋| 248/333 [04:18<01:31,  1.07s/it, loss=0.544, pair=0.113, adv=3.149, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  74%|▋| 248/333 [04:19<01:31,  1.07s/it, loss=0.519, pair=0.088, adv=3.045, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  75%|▋| 249/333 [04:19<01:30,  1.08s/it, loss=0.519, pair=0.088, adv=3.045, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  75%|▋| 249/333 [04:20<01:30,  1.08s/it, loss=0.647, pair=0.100, adv=3.190, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  75%|▊| 250/333 [04:20<01:25,  1.03s/it, loss=0.647, pair=0.100, adv=3.190, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  75%|▊| 250/333 [04:21<01:25,  1.03s/it, loss=0.573, pair=0.120, adv=3.480, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  75%|▊| 251/333 [04:21<01:28,  1.08s/it, loss=0.573, pair=0.120, adv=3.480, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  75%|▊| 251/333 [04:22<01:28,  1.08s/it, loss=0.550, pair=0.076, adv=3.282, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  76%|▊| 252/333 [04:22<01:25,  1.06s/it, loss=0.550, pair=0.076, adv=3.282, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  76%|▊| 252/333 [04:23<01:25,  1.06s/it, loss=0.549, pair=0.143, adv=3.120, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  76%|▊| 253/333 [04:23<01:20,  1.01s/it, loss=0.549, pair=0.143, adv=3.120, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  76%|▊| 253/333 [04:24<01:20,  1.01s/it, loss=0.568, pair=0.212, adv=3.267, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  76%|▊| 254/333 [04:24<01:18,  1.01it/s, loss=0.568, pair=0.212, adv=3.267, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  76%|▊| 254/333 [04:25<01:18,  1.01it/s, loss=0.577, pair=0.138, adv=3.269, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  77%|▊| 255/333 [04:25<01:23,  1.06s/it, loss=0.577, pair=0.138, adv=3.269, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  77%|▊| 255/333 [04:26<01:23,  1.06s/it, loss=0.583, pair=0.110, adv=3.429, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  77%|▊| 256/333 [04:26<01:20,  1.05s/it, loss=0.583, pair=0.110, adv=3.429, sprd=0.031
Ep 016/60 [S1→S2:ramp]:  77%|▊| 256/333 [04:27<01:20,  1.05s/it, loss=0.599, pair=0.153, adv=3.384, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  77%|▊| 257/333 [04:27<01:23,  1.10s/it, loss=0.599, pair=0.153, adv=3.384, sprd=0.030
Ep 016/60 [S1→S2:ramp]:  77%|▊| 257/333 [04:28<01:23,  1.10s/it, loss=0.544, pair=0.062, adv=3.247, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  77%|▊| 258/333 [04:28<01:19,  1.06s/it, loss=0.544, pair=0.062, adv=3.247, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  77%|▊| 258/333 [04:29<01:19,  1.06s/it, loss=0.547, pair=0.143, adv=3.113, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  78%|▊| 259/333 [04:29<01:21,  1.10s/it, loss=0.547, pair=0.143, adv=3.113, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  78%|▊| 259/333 [04:30<01:21,  1.10s/it, loss=0.572, pair=0.099, adv=3.295, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  78%|▊| 260/333 [04:30<01:17,  1.07s/it, loss=0.572, pair=0.099, adv=3.295, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  78%|▊| 260/333 [04:32<01:17,  1.07s/it, loss=0.562, pair=0.123, adv=3.326, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  78%|▊| 261/333 [04:32<01:19,  1.10s/it, loss=0.562, pair=0.123, adv=3.326, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  78%|▊| 261/333 [04:32<01:19,  1.10s/it, loss=0.544, pair=0.106, adv=3.158, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  79%|▊| 262/333 [04:32<01:14,  1.05s/it, loss=0.544, pair=0.106, adv=3.158, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  79%|▊| 262/333 [04:34<01:14,  1.05s/it, loss=0.536, pair=0.106, adv=3.115, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  79%|▊| 263/333 [04:34<01:15,  1.08s/it, loss=0.536, pair=0.106, adv=3.115, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  79%|▊| 263/333 [04:35<01:15,  1.08s/it, loss=0.564, pair=0.128, adv=3.392, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  79%|▊| 264/333 [04:35<01:12,  1.05s/it, loss=0.564, pair=0.128, adv=3.392, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  79%|▊| 264/333 [04:36<01:12,  1.05s/it, loss=0.585, pair=0.145, adv=3.211, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  80%|▊| 265/333 [04:36<01:12,  1.06s/it, loss=0.585, pair=0.145, adv=3.211, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  80%|▊| 265/333 [04:37<01:12,  1.06s/it, loss=0.560, pair=0.095, adv=3.308, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  80%|▊| 266/333 [04:37<01:08,  1.02s/it, loss=0.560, pair=0.095, adv=3.308, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  80%|▊| 266/333 [04:38<01:08,  1.02s/it, loss=0.554, pair=0.268, adv=2.933, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  80%|▊| 267/333 [04:38<01:10,  1.07s/it, loss=0.554, pair=0.268, adv=2.933, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  80%|▊| 267/333 [04:39<01:10,  1.07s/it, loss=0.552, pair=0.200, adv=3.196, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  80%|▊| 268/333 [04:39<01:07,  1.04s/it, loss=0.552, pair=0.200, adv=3.196, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  80%|▊| 268/333 [04:40<01:07,  1.04s/it, loss=0.530, pair=0.137, adv=2.927, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  81%|▊| 269/333 [04:40<01:10,  1.09s/it, loss=0.530, pair=0.137, adv=2.927, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  81%|▊| 269/333 [04:41<01:10,  1.09s/it, loss=0.537, pair=0.073, adv=3.188, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  81%|▊| 270/333 [04:41<01:06,  1.06s/it, loss=0.537, pair=0.073, adv=3.188, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  81%|▊| 270/333 [04:42<01:06,  1.06s/it, loss=0.566, pair=0.142, adv=3.188, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  81%|▊| 271/333 [04:42<01:08,  1.11s/it, loss=0.566, pair=0.142, adv=3.188, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  81%|▊| 271/333 [04:43<01:08,  1.11s/it, loss=0.519, pair=0.082, adv=3.013, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  82%|▊| 272/333 [04:43<01:04,  1.06s/it, loss=0.519, pair=0.082, adv=3.013, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  82%|▊| 272/333 [04:44<01:04,  1.06s/it, loss=0.559, pair=0.091, adv=3.226, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  82%|▊| 273/333 [04:44<01:06,  1.10s/it, loss=0.559, pair=0.091, adv=3.226, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  82%|▊| 273/333 [04:45<01:06,  1.10s/it, loss=0.547, pair=0.081, adv=3.397, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  82%|▊| 274/333 [04:45<01:02,  1.06s/it, loss=0.547, pair=0.081, adv=3.397, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  82%|▊| 274/333 [04:46<01:02,  1.06s/it, loss=0.751, pair=1.632, adv=2.671, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  83%|▊| 275/333 [04:46<01:01,  1.06s/it, loss=0.751, pair=1.632, adv=2.671, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  83%|▊| 275/333 [04:47<01:01,  1.06s/it, loss=0.551, pair=0.186, adv=2.909, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  83%|▊| 276/333 [04:47<00:58,  1.02s/it, loss=0.551, pair=0.186, adv=2.909, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  83%|▊| 276/333 [04:48<00:58,  1.02s/it, loss=0.554, pair=0.117, adv=3.074, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  83%|▊| 277/333 [04:48<00:57,  1.02s/it, loss=0.554, pair=0.117, adv=3.074, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  83%|▊| 277/333 [04:49<00:57,  1.02s/it, loss=0.566, pair=0.201, adv=2.909, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  83%|▊| 278/333 [04:49<00:55,  1.02s/it, loss=0.566, pair=0.201, adv=2.909, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  83%|▊| 278/333 [04:50<00:55,  1.02s/it, loss=0.556, pair=0.240, adv=2.930, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  84%|▊| 279/333 [04:50<00:57,  1.07s/it, loss=0.556, pair=0.240, adv=2.930, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  84%|▊| 279/333 [04:51<00:57,  1.07s/it, loss=0.549, pair=0.127, adv=3.086, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  84%|▊| 280/333 [04:51<00:55,  1.05s/it, loss=0.549, pair=0.127, adv=3.086, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  84%|▊| 280/333 [04:53<00:55,  1.05s/it, loss=0.616, pair=0.177, adv=3.134, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  84%|▊| 281/333 [04:53<00:56,  1.09s/it, loss=0.616, pair=0.177, adv=3.134, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  84%|▊| 281/333 [04:54<00:56,  1.09s/it, loss=0.521, pair=0.162, adv=2.797, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  85%|▊| 282/333 [04:54<00:52,  1.03s/it, loss=0.521, pair=0.162, adv=2.797, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  85%|▊| 282/333 [04:55<00:52,  1.03s/it, loss=0.555, pair=0.155, adv=2.824, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  85%|▊| 283/333 [04:55<00:54,  1.09s/it, loss=0.555, pair=0.155, adv=2.824, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  85%|▊| 283/333 [04:56<00:54,  1.09s/it, loss=0.571, pair=0.205, adv=2.972, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  85%|▊| 284/333 [04:56<00:51,  1.06s/it, loss=0.571, pair=0.205, adv=2.972, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  85%|▊| 284/333 [04:57<00:51,  1.06s/it, loss=0.540, pair=0.125, adv=2.932, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  86%|▊| 285/333 [04:57<00:51,  1.07s/it, loss=0.540, pair=0.125, adv=2.932, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  86%|▊| 285/333 [04:58<00:51,  1.07s/it, loss=0.557, pair=0.180, adv=2.989, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  86%|▊| 286/333 [04:58<00:48,  1.03s/it, loss=0.557, pair=0.180, adv=2.989, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  86%|▊| 286/333 [04:59<00:48,  1.03s/it, loss=0.527, pair=0.049, adv=2.771, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  86%|▊| 287/333 [04:59<00:50,  1.10s/it, loss=0.527, pair=0.049, adv=2.771, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  86%|▊| 287/333 [05:00<00:50,  1.10s/it, loss=0.553, pair=0.108, adv=3.130, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:00<00:48,  1.07s/it, loss=0.553, pair=0.108, adv=3.130, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:01<00:48,  1.07s/it, loss=0.586, pair=0.177, adv=3.018, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:01<00:47,  1.09s/it, loss=0.586, pair=0.177, adv=3.018, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:02<00:47,  1.09s/it, loss=0.533, pair=0.097, adv=3.068, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:02<00:43,  1.02s/it, loss=0.533, pair=0.097, adv=3.068, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:03<00:43,  1.02s/it, loss=0.573, pair=0.242, adv=3.063, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:03<00:45,  1.10s/it, loss=0.573, pair=0.242, adv=3.063, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:04<00:45,  1.10s/it, loss=0.537, pair=0.159, adv=2.980, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  88%|▉| 292/333 [05:04<00:42,  1.05s/it, loss=0.537, pair=0.159, adv=2.980, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  88%|▉| 292/333 [05:06<00:42,  1.05s/it, loss=0.564, pair=0.103, adv=3.042, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  88%|▉| 293/333 [05:06<00:45,  1.13s/it, loss=0.564, pair=0.103, adv=3.042, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  88%|▉| 293/333 [05:07<00:45,  1.13s/it, loss=0.538, pair=0.046, adv=3.043, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  88%|▉| 294/333 [05:07<00:42,  1.08s/it, loss=0.538, pair=0.046, adv=3.043, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  88%|▉| 294/333 [05:08<00:42,  1.08s/it, loss=0.567, pair=0.164, adv=3.081, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  89%|▉| 295/333 [05:08<00:42,  1.11s/it, loss=0.567, pair=0.164, adv=3.081, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  89%|▉| 295/333 [05:09<00:42,  1.11s/it, loss=0.525, pair=0.052, adv=2.979, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  89%|▉| 296/333 [05:09<00:39,  1.07s/it, loss=0.525, pair=0.052, adv=2.979, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  89%|▉| 296/333 [05:10<00:39,  1.07s/it, loss=0.510, pair=0.046, adv=2.775, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  89%|▉| 297/333 [05:10<00:38,  1.07s/it, loss=0.510, pair=0.046, adv=2.775, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  89%|▉| 297/333 [05:11<00:38,  1.07s/it, loss=0.537, pair=0.048, adv=3.059, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  89%|▉| 298/333 [05:11<00:36,  1.05s/it, loss=0.537, pair=0.048, adv=3.059, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  89%|▉| 298/333 [05:12<00:36,  1.05s/it, loss=0.521, pair=0.082, adv=2.817, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  90%|▉| 299/333 [05:12<00:37,  1.09s/it, loss=0.521, pair=0.082, adv=2.817, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  90%|▉| 299/333 [05:13<00:37,  1.09s/it, loss=0.508, pair=0.034, adv=2.712, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  90%|▉| 300/333 [05:13<00:34,  1.05s/it, loss=0.508, pair=0.034, adv=2.712, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  90%|▉| 300/333 [05:14<00:34,  1.05s/it, loss=0.505, pair=0.095, adv=2.812, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  90%|▉| 301/333 [05:14<00:33,  1.06s/it, loss=0.505, pair=0.095, adv=2.812, sprd=0.017
Ep 016/60 [S1→S2:ramp]:  90%|▉| 301/333 [05:15<00:33,  1.06s/it, loss=0.567, pair=0.208, adv=3.047, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  91%|▉| 302/333 [05:15<00:32,  1.05s/it, loss=0.567, pair=0.208, adv=3.047, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  91%|▉| 302/333 [05:16<00:32,  1.05s/it, loss=0.521, pair=0.048, adv=2.937, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  91%|▉| 303/333 [05:16<00:32,  1.08s/it, loss=0.521, pair=0.048, adv=2.937, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  91%|▉| 303/333 [05:17<00:32,  1.08s/it, loss=0.560, pair=0.173, adv=3.097, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  91%|▉| 304/333 [05:17<00:30,  1.06s/it, loss=0.560, pair=0.173, adv=3.097, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  91%|▉| 304/333 [05:18<00:30,  1.06s/it, loss=0.543, pair=0.073, adv=2.821, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  92%|▉| 305/333 [05:18<00:31,  1.12s/it, loss=0.543, pair=0.073, adv=2.821, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  92%|▉| 305/333 [05:19<00:31,  1.12s/it, loss=0.532, pair=0.085, adv=2.871, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  92%|▉| 306/333 [05:19<00:29,  1.08s/it, loss=0.532, pair=0.085, adv=2.871, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  92%|▉| 306/333 [05:21<00:29,  1.08s/it, loss=0.518, pair=0.045, adv=2.752, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  92%|▉| 307/333 [05:21<00:29,  1.14s/it, loss=0.518, pair=0.045, adv=2.752, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  92%|▉| 307/333 [05:22<00:29,  1.14s/it, loss=0.535, pair=0.082, adv=2.796, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  92%|▉| 308/333 [05:22<00:27,  1.09s/it, loss=0.535, pair=0.082, adv=2.796, sprd=0.025
Ep 016/60 [S1→S2:ramp]:  92%|▉| 308/333 [05:23<00:27,  1.09s/it, loss=0.601, pair=0.085, adv=2.436, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  93%|▉| 309/333 [05:23<00:26,  1.09s/it, loss=0.601, pair=0.085, adv=2.436, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  93%|▉| 309/333 [05:24<00:26,  1.09s/it, loss=0.529, pair=0.049, adv=2.876, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  93%|▉| 310/333 [05:24<00:24,  1.05s/it, loss=0.529, pair=0.049, adv=2.876, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  93%|▉| 310/333 [05:25<00:24,  1.05s/it, loss=0.535, pair=0.033, adv=2.747, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  93%|▉| 311/333 [05:25<00:24,  1.12s/it, loss=0.535, pair=0.033, adv=2.747, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  93%|▉| 311/333 [05:26<00:24,  1.12s/it, loss=0.522, pair=0.111, adv=2.702, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  94%|▉| 312/333 [05:26<00:22,  1.09s/it, loss=0.522, pair=0.111, adv=2.702, sprd=0.024
Ep 016/60 [S1→S2:ramp]:  94%|▉| 312/333 [05:27<00:22,  1.09s/it, loss=0.549, pair=0.069, adv=2.938, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  94%|▉| 313/333 [05:27<00:21,  1.07s/it, loss=0.549, pair=0.069, adv=2.938, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  94%|▉| 313/333 [05:28<00:21,  1.07s/it, loss=0.554, pair=0.134, adv=2.816, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  94%|▉| 314/333 [05:28<00:20,  1.06s/it, loss=0.554, pair=0.134, adv=2.816, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  94%|▉| 314/333 [05:29<00:20,  1.06s/it, loss=0.569, pair=0.127, adv=2.983, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  95%|▉| 315/333 [05:29<00:20,  1.14s/it, loss=0.569, pair=0.127, adv=2.983, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  95%|▉| 315/333 [05:30<00:20,  1.14s/it, loss=0.535, pair=0.046, adv=2.898, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  95%|▉| 316/333 [05:30<00:18,  1.10s/it, loss=0.535, pair=0.046, adv=2.898, sprd=0.027
Ep 016/60 [S1→S2:ramp]:  95%|▉| 316/333 [05:32<00:18,  1.10s/it, loss=0.527, pair=0.084, adv=2.789, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  95%|▉| 317/333 [05:32<00:18,  1.15s/it, loss=0.527, pair=0.084, adv=2.789, sprd=0.021
Ep 016/60 [S1→S2:ramp]:  95%|▉| 317/333 [05:33<00:18,  1.15s/it, loss=0.537, pair=0.096, adv=2.704, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  95%|▉| 318/333 [05:33<00:16,  1.10s/it, loss=0.537, pair=0.096, adv=2.704, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  95%|▉| 318/333 [05:34<00:16,  1.10s/it, loss=0.524, pair=0.082, adv=2.753, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  96%|▉| 319/333 [05:34<00:15,  1.14s/it, loss=0.524, pair=0.082, adv=2.753, sprd=0.020
Ep 016/60 [S1→S2:ramp]:  96%|▉| 319/333 [05:35<00:15,  1.14s/it, loss=0.509, pair=0.070, adv=2.840, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  96%|▉| 320/333 [05:35<00:14,  1.08s/it, loss=0.509, pair=0.070, adv=2.840, sprd=0.018
Ep 016/60 [S1→S2:ramp]:  96%|▉| 320/333 [05:36<00:14,  1.08s/it, loss=0.588, pair=0.080, adv=2.955, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  96%|▉| 321/333 [05:36<00:13,  1.13s/it, loss=0.588, pair=0.080, adv=2.955, sprd=0.032
Ep 016/60 [S1→S2:ramp]:  96%|▉| 321/333 [05:37<00:13,  1.13s/it, loss=0.548, pair=0.124, adv=2.934, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  97%|▉| 322/333 [05:37<00:11,  1.09s/it, loss=0.548, pair=0.124, adv=2.934, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  97%|▉| 322/333 [05:38<00:11,  1.09s/it, loss=0.538, pair=0.068, adv=3.001, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  97%|▉| 323/333 [05:38<00:11,  1.15s/it, loss=0.538, pair=0.068, adv=3.001, sprd=0.023
Ep 016/60 [S1→S2:ramp]:  97%|▉| 323/333 [05:39<00:11,  1.15s/it, loss=0.548, pair=0.115, adv=2.978, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  97%|▉| 324/333 [05:39<00:09,  1.08s/it, loss=0.548, pair=0.115, adv=2.978, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  97%|▉| 324/333 [05:40<00:09,  1.08s/it, loss=0.509, pair=0.138, adv=2.510, sprd=0.016
Ep 016/60 [S1→S2:ramp]:  98%|▉| 325/333 [05:40<00:08,  1.10s/it, loss=0.509, pair=0.138, adv=2.510, sprd=0.016
Ep 016/60 [S1→S2:ramp]:  98%|▉| 325/333 [05:41<00:08,  1.10s/it, loss=0.528, pair=0.061, adv=2.928, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  98%|▉| 326/333 [05:41<00:07,  1.07s/it, loss=0.528, pair=0.061, adv=2.928, sprd=0.026
Ep 016/60 [S1→S2:ramp]:  98%|▉| 326/333 [05:43<00:07,  1.07s/it, loss=0.621, pair=0.093, adv=2.620, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  98%|▉| 327/333 [05:43<00:06,  1.10s/it, loss=0.621, pair=0.093, adv=2.620, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  98%|▉| 327/333 [05:44<00:06,  1.10s/it, loss=0.562, pair=0.110, adv=3.122, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  98%|▉| 328/333 [05:44<00:05,  1.09s/it, loss=0.562, pair=0.110, adv=3.122, sprd=0.028
Ep 016/60 [S1→S2:ramp]:  98%|▉| 328/333 [05:45<00:05,  1.09s/it, loss=0.925, pair=0.074, adv=3.036, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  99%|▉| 329/333 [05:45<00:04,  1.13s/it, loss=0.925, pair=0.074, adv=3.036, sprd=0.029
Ep 016/60 [S1→S2:ramp]:  99%|▉| 329/333 [05:46<00:04,  1.13s/it, loss=0.521, pair=0.060, adv=2.862, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  99%|▉| 330/333 [05:46<00:03,  1.07s/it, loss=0.521, pair=0.060, adv=2.862, sprd=0.022
Ep 016/60 [S1→S2:ramp]:  99%|▉| 330/333 [05:47<00:03,  1.07s/it, loss=0.664, pair=0.134, adv=2.777, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  99%|▉| 331/333 [05:47<00:02,  1.10s/it, loss=0.664, pair=0.134, adv=2.777, sprd=0.019
Ep 016/60 [S1→S2:ramp]:  99%|▉| 331/333 [05:48<00:02,  1.10s/it, loss=0.503, pair=0.055, adv=2.715, sprd=0.021
Ep 016/60 [S1→S2:ramp]: 100%|▉| 332/333 [05:48<00:01,  1.07s/it, loss=0.503, pair=0.055, adv=2.715, sprd=0.021
Ep 016/60 [S1→S2:ramp]: 100%|▉| 332/333 [05:49<00:01,  1.07s/it, loss=0.529, pair=0.042, adv=2.846, sprd=0.023
Ep 016/60 [S1→S2:ramp]: 100%|█| 333/333 [05:49<00:00,  1.11s/it, loss=0.529, pair=0.042, adv=2.846, sprd=0.023
                                                                                                              
Epoch 016/60 [S1→S2:ramp]  loss=0.5638  mat=0.3351  sens=1.0581  pair=0.1414  adv=3.0592(rand=3.37)  deg=0.0147  orth=0.0165  spread=0.0232  q_mean=50.3  q_std=15.6  α=0.20 β=0.15 γ=0.80 λ_grl=0.600  lr=8.61e-05  350s

Ep 017/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 017/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.579, pair=0.152, adv=2.835, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<08:46,  1.58s/it, loss=0.579, pair=0.152, adv=2.835, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:   0%|  | 1/333 [00:02<08:46,  1.58s/it, loss=0.589, pair=0.154, adv=2.912, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<06:52,  1.25s/it, loss=0.589, pair=0.154, adv=2.912, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:   1%|  | 2/333 [00:03<06:52,  1.25s/it, loss=0.659, pair=0.181, adv=2.775, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   1%|  | 3/333 [00:03<06:37,  1.21s/it, loss=0.659, pair=0.181, adv=2.775, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   1%|  | 3/333 [00:04<06:37,  1.21s/it, loss=0.609, pair=0.288, adv=2.877, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:   1%|  | 4/333 [00:04<06:05,  1.11s/it, loss=0.609, pair=0.288, adv=2.877, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:   1%|  | 4/333 [00:05<06:05,  1.11s/it, loss=0.558, pair=0.133, adv=2.641, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:   2%|  | 5/333 [00:05<06:04,  1.11s/it, loss=0.558, pair=0.133, adv=2.641, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:   2%|  | 5/333 [00:06<06:04,  1.11s/it, loss=0.570, pair=0.127, adv=2.740, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   2%|  | 6/333 [00:06<05:29,  1.01s/it, loss=0.570, pair=0.127, adv=2.740, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   2%|  | 6/333 [00:07<05:29,  1.01s/it, loss=0.574, pair=0.099, adv=2.821, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:   2%|  | 7/333 [00:07<05:44,  1.06s/it, loss=0.574, pair=0.099, adv=2.821, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:   2%|  | 7/333 [00:08<05:44,  1.06s/it, loss=0.550, pair=0.123, adv=2.747, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:   2%|  | 8/333 [00:08<05:28,  1.01s/it, loss=0.550, pair=0.123, adv=2.747, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:   2%|  | 8/333 [00:09<05:28,  1.01s/it, loss=0.582, pair=0.042, adv=3.014, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   3%|  | 9/333 [00:09<05:53,  1.09s/it, loss=0.582, pair=0.042, adv=3.014, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   3%|  | 9/333 [00:10<05:53,  1.09s/it, loss=0.577, pair=0.084, adv=2.910, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   3%| | 10/333 [00:10<05:44,  1.07s/it, loss=0.577, pair=0.084, adv=2.910, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   3%| | 10/333 [00:12<05:44,  1.07s/it, loss=0.795, pair=0.050, adv=3.021, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   3%| | 11/333 [00:12<06:04,  1.13s/it, loss=0.795, pair=0.050, adv=3.021, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   3%| | 11/333 [00:13<06:04,  1.13s/it, loss=0.572, pair=0.112, adv=2.838, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   4%| | 12/333 [00:13<05:47,  1.08s/it, loss=0.572, pair=0.112, adv=2.838, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   4%| | 12/333 [00:14<05:47,  1.08s/it, loss=0.571, pair=0.092, adv=2.945, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   4%| | 13/333 [00:14<06:00,  1.13s/it, loss=0.571, pair=0.092, adv=2.945, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   4%| | 13/333 [00:15<06:00,  1.13s/it, loss=0.559, pair=0.080, adv=2.947, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:   4%| | 14/333 [00:15<05:34,  1.05s/it, loss=0.559, pair=0.080, adv=2.947, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:   4%| | 14/333 [00:16<05:34,  1.05s/it, loss=0.610, pair=0.119, adv=2.924, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   5%| | 15/333 [00:16<05:25,  1.02s/it, loss=0.610, pair=0.119, adv=2.924, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   5%| | 15/333 [00:17<05:25,  1.02s/it, loss=0.558, pair=0.099, adv=2.889, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   5%| | 16/333 [00:17<05:18,  1.00s/it, loss=0.558, pair=0.099, adv=2.889, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   5%| | 16/333 [00:18<05:18,  1.00s/it, loss=0.603, pair=0.089, adv=2.914, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   5%| | 17/333 [00:18<05:41,  1.08s/it, loss=0.603, pair=0.089, adv=2.914, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   5%| | 17/333 [00:19<05:41,  1.08s/it, loss=0.546, pair=0.030, adv=2.946, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:   5%| | 18/333 [00:19<05:32,  1.06s/it, loss=0.546, pair=0.030, adv=2.946, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:   5%| | 18/333 [00:20<05:32,  1.06s/it, loss=0.620, pair=0.068, adv=2.756, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   6%| | 19/333 [00:20<05:51,  1.12s/it, loss=0.620, pair=0.068, adv=2.756, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:   6%| | 19/333 [00:21<05:51,  1.12s/it, loss=0.570, pair=0.111, adv=2.924, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   6%| | 20/333 [00:21<05:33,  1.07s/it, loss=0.570, pair=0.111, adv=2.924, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   6%| | 20/333 [00:23<05:33,  1.07s/it, loss=0.684, pair=0.116, adv=2.991, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   6%| | 21/333 [00:23<05:56,  1.14s/it, loss=0.684, pair=0.116, adv=2.991, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   6%| | 21/333 [00:24<05:56,  1.14s/it, loss=0.582, pair=0.051, adv=3.021, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   7%| | 22/333 [00:24<05:43,  1.11s/it, loss=0.582, pair=0.051, adv=3.021, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   7%| | 22/333 [00:25<05:43,  1.11s/it, loss=0.601, pair=0.080, adv=3.046, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   7%| | 23/333 [00:25<05:58,  1.16s/it, loss=0.601, pair=0.080, adv=3.046, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   7%| | 23/333 [00:26<05:58,  1.16s/it, loss=0.614, pair=0.207, adv=3.099, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   7%| | 24/333 [00:26<05:44,  1.12s/it, loss=0.614, pair=0.207, adv=3.099, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:   7%| | 24/333 [00:27<05:44,  1.12s/it, loss=0.615, pair=0.206, adv=3.148, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   8%| | 25/333 [00:27<05:58,  1.16s/it, loss=0.615, pair=0.206, adv=3.148, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:   8%| | 25/333 [00:28<05:58,  1.16s/it, loss=0.615, pair=0.189, adv=2.785, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:   8%| | 26/333 [00:28<05:47,  1.13s/it, loss=0.615, pair=0.189, adv=2.785, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:   8%| | 26/333 [00:29<05:47,  1.13s/it, loss=0.592, pair=0.203, adv=2.974, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:   8%| | 27/333 [00:29<05:29,  1.08s/it, loss=0.592, pair=0.203, adv=2.974, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:   8%| | 27/333 [00:30<05:29,  1.08s/it, loss=0.540, pair=0.059, adv=2.837, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   8%| | 28/333 [00:30<05:15,  1.03s/it, loss=0.540, pair=0.059, adv=2.837, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   8%| | 28/333 [00:31<05:15,  1.03s/it, loss=0.561, pair=0.103, adv=2.952, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   9%| | 29/333 [00:31<05:31,  1.09s/it, loss=0.561, pair=0.103, adv=2.952, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:   9%| | 29/333 [00:32<05:31,  1.09s/it, loss=0.570, pair=0.042, adv=2.958, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   9%| | 30/333 [00:32<05:19,  1.05s/it, loss=0.570, pair=0.042, adv=2.958, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:   9%| | 30/333 [00:33<05:19,  1.05s/it, loss=0.541, pair=0.120, adv=2.566, sprd=0.017]
Ep 017/60 [S1→S2:ramp]:   9%| | 31/333 [00:33<05:23,  1.07s/it, loss=0.541, pair=0.120, adv=2.566, sprd=0.017]
Ep 017/60 [S1→S2:ramp]:   9%| | 31/333 [00:34<05:23,  1.07s/it, loss=0.610, pair=0.112, adv=2.998, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  10%| | 32/333 [00:34<05:20,  1.06s/it, loss=0.610, pair=0.112, adv=2.998, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  10%| | 32/333 [00:36<05:20,  1.06s/it, loss=0.579, pair=0.118, adv=3.009, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  10%| | 33/333 [00:36<05:33,  1.11s/it, loss=0.579, pair=0.118, adv=3.009, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  10%| | 33/333 [00:37<05:33,  1.11s/it, loss=0.546, pair=0.068, adv=2.783, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  10%| | 34/333 [00:37<05:20,  1.07s/it, loss=0.546, pair=0.068, adv=2.783, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  10%| | 34/333 [00:38<05:20,  1.07s/it, loss=0.564, pair=0.087, adv=2.914, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  11%| | 35/333 [00:38<05:29,  1.10s/it, loss=0.564, pair=0.087, adv=2.914, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  11%| | 35/333 [00:39<05:29,  1.10s/it, loss=0.572, pair=0.150, adv=2.799, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  11%| | 36/333 [00:39<05:15,  1.06s/it, loss=0.572, pair=0.150, adv=2.799, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  11%| | 36/333 [00:40<05:15,  1.06s/it, loss=0.588, pair=0.080, adv=3.049, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  11%| | 37/333 [00:40<05:39,  1.15s/it, loss=0.588, pair=0.080, adv=3.049, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  11%| | 37/333 [00:41<05:39,  1.15s/it, loss=0.550, pair=0.114, adv=2.842, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  11%| | 38/333 [00:41<05:23,  1.10s/it, loss=0.550, pair=0.114, adv=2.842, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  11%| | 38/333 [00:42<05:23,  1.10s/it, loss=0.570, pair=0.122, adv=2.766, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  12%| | 39/333 [00:42<05:23,  1.10s/it, loss=0.570, pair=0.122, adv=2.766, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  12%| | 39/333 [00:43<05:23,  1.10s/it, loss=0.565, pair=0.038, adv=2.973, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  12%| | 40/333 [00:43<05:04,  1.04s/it, loss=0.565, pair=0.038, adv=2.973, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  12%| | 40/333 [00:44<05:04,  1.04s/it, loss=0.583, pair=0.070, adv=2.893, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  12%| | 41/333 [00:44<05:17,  1.09s/it, loss=0.583, pair=0.070, adv=2.893, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  12%| | 41/333 [00:45<05:17,  1.09s/it, loss=0.553, pair=0.061, adv=2.758, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:45<05:07,  1.06s/it, loss=0.553, pair=0.061, adv=2.758, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:47<05:07,  1.06s/it, loss=0.578, pair=0.099, adv=2.843, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:47<05:22,  1.11s/it, loss=0.578, pair=0.099, adv=2.843, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:48<05:22,  1.11s/it, loss=0.555, pair=0.038, adv=2.831, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:48<05:13,  1.08s/it, loss=0.555, pair=0.038, adv=2.831, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:49<05:13,  1.08s/it, loss=0.557, pair=0.019, adv=2.887, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:49<05:23,  1.12s/it, loss=0.557, pair=0.019, adv=2.887, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:50<05:23,  1.12s/it, loss=0.567, pair=0.059, adv=2.939, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:50<05:14,  1.10s/it, loss=0.567, pair=0.059, adv=2.939, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:51<05:14,  1.10s/it, loss=0.848, pair=0.031, adv=3.044, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:51<05:25,  1.14s/it, loss=0.848, pair=0.031, adv=3.044, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:52<05:25,  1.14s/it, loss=0.562, pair=0.103, adv=2.929, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:52<05:11,  1.09s/it, loss=0.562, pair=0.103, adv=2.929, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:53<05:11,  1.09s/it, loss=0.577, pair=0.049, adv=2.873, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:53<05:29,  1.16s/it, loss=0.577, pair=0.049, adv=2.873, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 49/333 [00:54<05:29,  1.16s/it, loss=0.591, pair=0.083, adv=3.051, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:54<05:16,  1.12s/it, loss=0.591, pair=0.083, adv=3.051, sprd=0.029]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 50/333 [00:56<05:16,  1.12s/it, loss=0.583, pair=0.090, adv=3.078, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:56<05:24,  1.15s/it, loss=0.583, pair=0.090, adv=3.078, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  15%|▏| 51/333 [00:56<05:24,  1.15s/it, loss=0.548, pair=0.103, adv=2.800, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:56<05:02,  1.08s/it, loss=0.548, pair=0.103, adv=2.800, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 52/333 [00:58<05:02,  1.08s/it, loss=0.614, pair=0.044, adv=2.975, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:58<05:19,  1.14s/it, loss=0.614, pair=0.044, adv=2.975, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 53/333 [00:59<05:19,  1.14s/it, loss=0.671, pair=0.035, adv=2.981, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 54/333 [00:59<05:04,  1.09s/it, loss=0.671, pair=0.035, adv=2.981, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  16%|▏| 54/333 [01:00<05:04,  1.09s/it, loss=0.920, pair=2.064, adv=2.799, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:00<05:12,  1.12s/it, loss=0.920, pair=2.064, adv=2.799, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:01<05:12,  1.12s/it, loss=0.583, pair=0.083, adv=3.187, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:01<05:04,  1.10s/it, loss=0.583, pair=0.083, adv=3.187, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:02<05:04,  1.10s/it, loss=0.706, pair=0.166, adv=3.227, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:02<05:18,  1.15s/it, loss=0.706, pair=0.166, adv=3.227, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:03<05:18,  1.15s/it, loss=0.645, pair=0.068, adv=3.179, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:03<05:03,  1.10s/it, loss=0.645, pair=0.068, adv=3.179, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:05<05:03,  1.10s/it, loss=0.589, pair=0.121, adv=2.960, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:05<05:15,  1.15s/it, loss=0.589, pair=0.121, adv=2.960, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:05<05:15,  1.15s/it, loss=0.568, pair=0.225, adv=2.798, sprd=0.017]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:05<04:54,  1.08s/it, loss=0.568, pair=0.225, adv=2.798, sprd=0.017]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:07<04:54,  1.08s/it, loss=0.585, pair=0.122, adv=3.010, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:07<05:06,  1.13s/it, loss=0.585, pair=0.122, adv=3.010, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:08<05:06,  1.13s/it, loss=0.567, pair=0.056, adv=3.105, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:08<04:54,  1.09s/it, loss=0.567, pair=0.056, adv=3.105, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:09<04:54,  1.09s/it, loss=0.605, pair=0.052, adv=3.212, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:09<05:05,  1.13s/it, loss=0.605, pair=0.052, adv=3.212, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:10<05:05,  1.13s/it, loss=0.548, pair=0.043, adv=2.932, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:10<04:33,  1.02s/it, loss=0.548, pair=0.043, adv=2.932, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:11<04:33,  1.02s/it, loss=0.618, pair=0.082, adv=3.283, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:11<04:52,  1.09s/it, loss=0.618, pair=0.082, adv=3.283, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:12<04:52,  1.09s/it, loss=0.589, pair=0.055, adv=3.238, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:12<04:44,  1.06s/it, loss=0.589, pair=0.055, adv=3.238, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:13<04:44,  1.06s/it, loss=0.648, pair=0.018, adv=2.931, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:13<04:52,  1.10s/it, loss=0.648, pair=0.018, adv=2.931, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:14<04:52,  1.10s/it, loss=0.574, pair=0.070, adv=3.167, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:14<04:44,  1.07s/it, loss=0.574, pair=0.070, adv=3.167, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:15<04:44,  1.07s/it, loss=0.593, pair=0.096, adv=3.018, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:15<04:53,  1.11s/it, loss=0.593, pair=0.096, adv=3.018, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:16<04:53,  1.11s/it, loss=0.558, pair=0.031, adv=2.993, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:16<04:43,  1.08s/it, loss=0.558, pair=0.031, adv=2.993, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:17<04:43,  1.08s/it, loss=0.584, pair=0.045, adv=3.190, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:17<04:52,  1.11s/it, loss=0.584, pair=0.045, adv=3.190, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:18<04:52,  1.11s/it, loss=0.560, pair=0.060, adv=2.949, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:18<04:40,  1.07s/it, loss=0.560, pair=0.060, adv=2.949, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:20<04:40,  1.07s/it, loss=0.572, pair=0.067, adv=3.136, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:20<04:48,  1.11s/it, loss=0.572, pair=0.067, adv=3.136, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:21<04:48,  1.11s/it, loss=0.556, pair=0.106, adv=3.012, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:21<04:37,  1.07s/it, loss=0.556, pair=0.106, adv=3.012, sprd=0.019]
Ep 017/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:22<04:37,  1.07s/it, loss=0.575, pair=0.032, adv=3.178, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:22<04:51,  1.13s/it, loss=0.575, pair=0.032, adv=3.178, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:23<04:51,  1.13s/it, loss=0.550, pair=0.039, adv=2.995, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:23<04:43,  1.10s/it, loss=0.550, pair=0.039, adv=2.995, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:24<04:43,  1.10s/it, loss=0.613, pair=0.162, adv=3.363, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:24<04:29,  1.05s/it, loss=0.613, pair=0.162, adv=3.363, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:25<04:29,  1.05s/it, loss=0.553, pair=0.025, adv=2.949, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:25<04:21,  1.02s/it, loss=0.553, pair=0.025, adv=2.949, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:26<04:21,  1.02s/it, loss=0.703, pair=0.107, adv=3.215, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:26<04:36,  1.09s/it, loss=0.703, pair=0.107, adv=3.215, sprd=0.028]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:27<04:36,  1.09s/it, loss=0.577, pair=0.107, adv=3.113, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:27<04:27,  1.06s/it, loss=0.577, pair=0.107, adv=3.113, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:28<04:27,  1.06s/it, loss=0.615, pair=0.184, adv=3.334, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:28<04:41,  1.12s/it, loss=0.615, pair=0.184, adv=3.334, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:29<04:41,  1.12s/it, loss=0.582, pair=0.097, adv=3.222, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:29<04:30,  1.08s/it, loss=0.582, pair=0.097, adv=3.222, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:30<04:30,  1.08s/it, loss=0.597, pair=0.161, adv=3.048, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:30<04:37,  1.11s/it, loss=0.597, pair=0.161, adv=3.048, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:31<04:37,  1.11s/it, loss=0.586, pair=0.108, adv=3.103, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:31<04:27,  1.07s/it, loss=0.586, pair=0.108, adv=3.103, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:33<04:27,  1.07s/it, loss=0.583, pair=0.118, adv=3.151, sprd=0.018]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:33<04:32,  1.10s/it, loss=0.583, pair=0.118, adv=3.151, sprd=0.018]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:34<04:32,  1.10s/it, loss=0.587, pair=0.100, adv=3.293, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:34<04:23,  1.07s/it, loss=0.587, pair=0.100, adv=3.293, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:35<04:23,  1.07s/it, loss=0.606, pair=0.116, adv=3.147, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:35<04:33,  1.11s/it, loss=0.606, pair=0.116, adv=3.147, sprd=0.026]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:36<04:33,  1.11s/it, loss=0.570, pair=0.123, adv=2.966, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:36<04:21,  1.07s/it, loss=0.570, pair=0.123, adv=2.966, sprd=0.022]
Ep 017/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:37<04:21,  1.07s/it, loss=0.689, pair=0.109, adv=3.185, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:37<04:32,  1.12s/it, loss=0.689, pair=0.109, adv=3.185, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:38<04:32,  1.12s/it, loss=0.588, pair=0.133, adv=3.146, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:38<04:14,  1.05s/it, loss=0.588, pair=0.133, adv=3.146, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:39<04:14,  1.05s/it, loss=0.594, pair=0.067, adv=3.267, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:39<04:27,  1.11s/it, loss=0.594, pair=0.067, adv=3.267, sprd=0.024]
Ep 017/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:40<04:27,  1.11s/it, loss=0.579, pair=0.078, adv=3.266, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:40<04:19,  1.08s/it, loss=0.579, pair=0.078, adv=3.266, sprd=0.023]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:41<04:19,  1.08s/it, loss=0.749, pair=0.084, adv=3.270, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:41<04:27,  1.12s/it, loss=0.749, pair=0.084, adv=3.270, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:42<04:27,  1.12s/it, loss=0.637, pair=0.151, adv=3.316, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:42<04:22,  1.10s/it, loss=0.637, pair=0.151, adv=3.316, sprd=0.031]
Ep 017/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:44<04:22,  1.10s/it, loss=0.646, pair=0.120, adv=3.184, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:44<04:33,  1.15s/it, loss=0.646, pair=0.120, adv=3.184, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:45<04:33,  1.15s/it, loss=0.585, pair=0.156, adv=3.318, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:45<04:21,  1.11s/it, loss=0.585, pair=0.156, adv=3.318, sprd=0.021]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:46<04:21,  1.11s/it, loss=0.618, pair=0.104, adv=3.365, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:46<04:29,  1.14s/it, loss=0.618, pair=0.104, adv=3.365, sprd=0.027]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 97/333 [01:47<04:29,  1.14s/it, loss=0.580, pair=0.186, adv=3.193, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:47<04:16,  1.09s/it, loss=0.580, pair=0.186, adv=3.193, sprd=0.020]
Ep 017/60 [S1→S2:ramp]:  29%|▎| 98/333 [01:48<04:16,  1.09s/it, loss=0.615, pair=0.160, adv=3.334, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:48<04:25,  1.14s/it, loss=0.615, pair=0.160, adv=3.334, sprd=0.025]
Ep 017/60 [S1→S2:ramp]:  30%|▎| 99/333 [01:49<04:25,  1.14s/it, loss=0.564, pair=0.123, adv=3.175, sprd=0.018]
Ep 017/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:49<04:11,  1.08s/it, loss=0.564, pair=0.123, adv=3.175, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  30%|▎| 100/333 [01:50<04:11,  1.08s/it, loss=0.836, pair=1.744, adv=2.754, sprd=0.014
Ep 017/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:50<04:15,  1.10s/it, loss=0.836, pair=1.744, adv=2.754, sprd=0.014
Ep 017/60 [S1→S2:ramp]:  30%|▎| 101/333 [01:51<04:15,  1.10s/it, loss=0.591, pair=0.223, adv=3.359, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:51<04:02,  1.05s/it, loss=0.591, pair=0.223, adv=3.359, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  31%|▎| 102/333 [01:52<04:02,  1.05s/it, loss=0.610, pair=0.228, adv=3.372, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:52<04:14,  1.11s/it, loss=0.610, pair=0.228, adv=3.372, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  31%|▎| 103/333 [01:53<04:14,  1.11s/it, loss=0.581, pair=0.154, adv=3.026, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:53<04:05,  1.07s/it, loss=0.581, pair=0.154, adv=3.026, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  31%|▎| 104/333 [01:55<04:05,  1.07s/it, loss=0.608, pair=0.148, adv=3.292, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:55<04:19,  1.14s/it, loss=0.608, pair=0.148, adv=3.292, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  32%|▎| 105/333 [01:56<04:19,  1.14s/it, loss=0.571, pair=0.089, adv=3.128, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:56<04:07,  1.09s/it, loss=0.571, pair=0.089, adv=3.128, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  32%|▎| 106/333 [01:57<04:07,  1.09s/it, loss=0.554, pair=0.083, adv=2.997, sprd=0.016
Ep 017/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:57<04:12,  1.12s/it, loss=0.554, pair=0.083, adv=2.997, sprd=0.016
Ep 017/60 [S1→S2:ramp]:  32%|▎| 107/333 [01:58<04:12,  1.12s/it, loss=0.612, pair=0.077, adv=3.632, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:58<04:07,  1.10s/it, loss=0.612, pair=0.077, adv=3.632, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  32%|▎| 108/333 [01:59<04:07,  1.10s/it, loss=0.609, pair=0.199, adv=3.404, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  33%|▎| 109/333 [01:59<04:12,  1.13s/it, loss=0.609, pair=0.199, adv=3.404, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  33%|▎| 109/333 [02:00<04:12,  1.13s/it, loss=0.625, pair=0.198, adv=3.410, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:00<04:06,  1.10s/it, loss=0.625, pair=0.198, adv=3.410, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:02<04:06,  1.10s/it, loss=0.971, pair=0.294, adv=3.403, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:02<04:21,  1.18s/it, loss=0.971, pair=0.294, adv=3.403, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:03<04:21,  1.18s/it, loss=0.659, pair=0.365, adv=3.461, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:03<04:11,  1.14s/it, loss=0.659, pair=0.365, adv=3.461, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:04<04:11,  1.14s/it, loss=0.622, pair=0.425, adv=3.143, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:04<04:13,  1.15s/it, loss=0.622, pair=0.425, adv=3.143, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:05<04:13,  1.15s/it, loss=0.598, pair=0.292, adv=3.260, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:05<03:54,  1.07s/it, loss=0.598, pair=0.292, adv=3.260, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:06<03:54,  1.07s/it, loss=0.574, pair=0.195, adv=3.056, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:06<03:56,  1.09s/it, loss=0.574, pair=0.195, adv=3.056, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:07<03:56,  1.09s/it, loss=0.587, pair=0.080, adv=3.387, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:07<03:53,  1.08s/it, loss=0.587, pair=0.080, adv=3.387, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:08<03:53,  1.08s/it, loss=0.635, pair=0.215, adv=3.434, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:08<04:04,  1.13s/it, loss=0.635, pair=0.215, adv=3.434, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:09<04:04,  1.13s/it, loss=0.582, pair=0.133, adv=2.973, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:09<03:52,  1.08s/it, loss=0.582, pair=0.133, adv=2.973, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:10<03:52,  1.08s/it, loss=0.600, pair=0.088, adv=3.308, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:10<04:01,  1.13s/it, loss=0.600, pair=0.088, adv=3.308, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:11<04:01,  1.13s/it, loss=0.585, pair=0.099, adv=3.182, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:11<03:51,  1.09s/it, loss=0.585, pair=0.099, adv=3.182, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:13<03:51,  1.09s/it, loss=0.628, pair=0.080, adv=3.485, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:13<04:02,  1.15s/it, loss=0.628, pair=0.080, adv=3.485, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:13<04:02,  1.15s/it, loss=0.632, pair=0.206, adv=3.451, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:13<03:49,  1.09s/it, loss=0.632, pair=0.206, adv=3.451, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:15<03:49,  1.09s/it, loss=0.594, pair=0.161, adv=3.158, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:15<03:55,  1.12s/it, loss=0.594, pair=0.161, adv=3.158, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:16<03:55,  1.12s/it, loss=0.580, pair=0.191, adv=3.021, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:16<03:45,  1.08s/it, loss=0.580, pair=0.191, adv=3.021, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:17<03:45,  1.08s/it, loss=0.665, pair=0.116, adv=2.986, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:17<03:49,  1.10s/it, loss=0.665, pair=0.116, adv=2.986, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:18<03:49,  1.10s/it, loss=0.626, pair=0.210, adv=3.356, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:18<03:46,  1.09s/it, loss=0.626, pair=0.210, adv=3.356, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:19<03:46,  1.09s/it, loss=0.600, pair=0.144, adv=3.123, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:19<03:46,  1.10s/it, loss=0.600, pair=0.144, adv=3.123, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:20<03:46,  1.10s/it, loss=0.582, pair=0.082, adv=3.279, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:20<03:39,  1.07s/it, loss=0.582, pair=0.082, adv=3.279, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:21<03:39,  1.07s/it, loss=0.591, pair=0.105, adv=3.175, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:21<03:48,  1.12s/it, loss=0.591, pair=0.105, adv=3.175, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:22<03:48,  1.12s/it, loss=0.815, pair=0.024, adv=3.348, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:22<03:38,  1.08s/it, loss=0.815, pair=0.024, adv=3.348, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:23<03:38,  1.08s/it, loss=0.576, pair=0.059, adv=3.301, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:23<03:48,  1.13s/it, loss=0.576, pair=0.059, adv=3.301, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:24<03:48,  1.13s/it, loss=0.584, pair=0.201, adv=3.002, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:24<03:37,  1.08s/it, loss=0.584, pair=0.201, adv=3.002, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:26<03:37,  1.08s/it, loss=0.609, pair=0.154, adv=3.220, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:26<03:45,  1.13s/it, loss=0.609, pair=0.154, adv=3.220, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:27<03:45,  1.13s/it, loss=0.716, pair=0.232, adv=3.324, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:27<03:36,  1.09s/it, loss=0.716, pair=0.232, adv=3.324, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:28<03:36,  1.09s/it, loss=0.609, pair=0.188, adv=3.399, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:28<03:45,  1.14s/it, loss=0.609, pair=0.188, adv=3.399, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:29<03:45,  1.14s/it, loss=0.592, pair=0.209, adv=3.085, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:29<03:34,  1.09s/it, loss=0.592, pair=0.209, adv=3.085, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:30<03:34,  1.09s/it, loss=0.599, pair=0.113, adv=3.419, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:30<03:42,  1.14s/it, loss=0.599, pair=0.113, adv=3.419, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:31<03:42,  1.14s/it, loss=0.569, pair=0.076, adv=3.093, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:31<03:32,  1.09s/it, loss=0.569, pair=0.076, adv=3.093, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:32<03:32,  1.09s/it, loss=0.577, pair=0.070, adv=3.220, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:32<03:39,  1.13s/it, loss=0.577, pair=0.070, adv=3.220, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:33<03:39,  1.13s/it, loss=0.569, pair=0.039, adv=3.079, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:33<03:14,  1.01s/it, loss=0.569, pair=0.039, adv=3.079, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:34<03:14,  1.01s/it, loss=0.557, pair=0.057, adv=3.018, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:34<03:24,  1.07s/it, loss=0.557, pair=0.057, adv=3.018, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:35<03:24,  1.07s/it, loss=0.591, pair=0.100, adv=3.114, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:35<03:21,  1.05s/it, loss=0.591, pair=0.100, adv=3.114, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:37<03:21,  1.05s/it, loss=0.605, pair=0.083, adv=3.166, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:37<03:33,  1.12s/it, loss=0.605, pair=0.083, adv=3.166, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:38<03:33,  1.12s/it, loss=0.611, pair=0.093, adv=3.415, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:38<03:25,  1.09s/it, loss=0.611, pair=0.093, adv=3.415, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:39<03:25,  1.09s/it, loss=0.626, pair=0.182, adv=3.098, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  44%|▍| 145/333 [02:39<03:27,  1.11s/it, loss=0.626, pair=0.182, adv=3.098, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  44%|▍| 145/333 [02:40<03:27,  1.11s/it, loss=0.605, pair=0.181, adv=3.184, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  44%|▍| 146/333 [02:40<03:21,  1.08s/it, loss=0.605, pair=0.181, adv=3.184, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  44%|▍| 146/333 [02:41<03:21,  1.08s/it, loss=0.617, pair=0.096, adv=3.551, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  44%|▍| 147/333 [02:41<03:30,  1.13s/it, loss=0.617, pair=0.096, adv=3.551, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  44%|▍| 147/333 [02:42<03:30,  1.13s/it, loss=0.569, pair=0.061, adv=3.018, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  44%|▍| 148/333 [02:42<03:22,  1.09s/it, loss=0.569, pair=0.061, adv=3.018, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  44%|▍| 148/333 [02:43<03:22,  1.09s/it, loss=0.591, pair=0.085, adv=3.317, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  45%|▍| 149/333 [02:43<03:22,  1.10s/it, loss=0.591, pair=0.085, adv=3.317, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  45%|▍| 149/333 [02:44<03:22,  1.10s/it, loss=0.570, pair=0.063, adv=3.272, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  45%|▍| 150/333 [02:44<03:16,  1.07s/it, loss=0.570, pair=0.063, adv=3.272, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  45%|▍| 150/333 [02:46<03:16,  1.07s/it, loss=0.622, pair=0.162, adv=3.492, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  45%|▍| 151/333 [02:46<03:29,  1.15s/it, loss=0.622, pair=0.162, adv=3.492, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  45%|▍| 151/333 [02:46<03:29,  1.15s/it, loss=0.582, pair=0.120, adv=3.430, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  46%|▍| 152/333 [02:46<03:17,  1.09s/it, loss=0.582, pair=0.120, adv=3.430, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  46%|▍| 152/333 [02:48<03:17,  1.09s/it, loss=0.614, pair=0.104, adv=3.209, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  46%|▍| 153/333 [02:48<03:20,  1.11s/it, loss=0.614, pair=0.104, adv=3.209, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  46%|▍| 153/333 [02:49<03:20,  1.11s/it, loss=0.588, pair=0.039, adv=3.272, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  46%|▍| 154/333 [02:49<03:13,  1.08s/it, loss=0.588, pair=0.039, adv=3.272, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  46%|▍| 154/333 [02:50<03:13,  1.08s/it, loss=0.587, pair=0.059, adv=3.552, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  47%|▍| 155/333 [02:50<03:21,  1.13s/it, loss=0.587, pair=0.059, adv=3.552, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  47%|▍| 155/333 [02:51<03:21,  1.13s/it, loss=0.578, pair=0.048, adv=3.258, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  47%|▍| 156/333 [02:51<03:13,  1.09s/it, loss=0.578, pair=0.048, adv=3.258, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  47%|▍| 156/333 [02:52<03:13,  1.09s/it, loss=0.594, pair=0.051, adv=3.257, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  47%|▍| 157/333 [02:52<03:17,  1.12s/it, loss=0.594, pair=0.051, adv=3.257, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  47%|▍| 157/333 [02:53<03:17,  1.12s/it, loss=0.561, pair=0.054, adv=3.021, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  47%|▍| 158/333 [02:53<03:11,  1.09s/it, loss=0.561, pair=0.054, adv=3.021, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  47%|▍| 158/333 [02:54<03:11,  1.09s/it, loss=0.593, pair=0.115, adv=3.293, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  48%|▍| 159/333 [02:54<03:18,  1.14s/it, loss=0.593, pair=0.115, adv=3.293, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  48%|▍| 159/333 [02:55<03:18,  1.14s/it, loss=0.605, pair=0.137, adv=3.515, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  48%|▍| 160/333 [02:55<03:10,  1.10s/it, loss=0.605, pair=0.137, adv=3.515, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  48%|▍| 160/333 [02:57<03:10,  1.10s/it, loss=0.602, pair=0.169, adv=3.122, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  48%|▍| 161/333 [02:57<03:16,  1.14s/it, loss=0.602, pair=0.169, adv=3.122, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  48%|▍| 161/333 [02:58<03:16,  1.14s/it, loss=0.568, pair=0.033, adv=3.223, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  49%|▍| 162/333 [02:58<03:08,  1.10s/it, loss=0.568, pair=0.033, adv=3.223, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  49%|▍| 162/333 [02:59<03:08,  1.10s/it, loss=0.643, pair=0.069, adv=3.427, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  49%|▍| 163/333 [02:59<03:19,  1.17s/it, loss=0.643, pair=0.069, adv=3.427, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  49%|▍| 163/333 [03:00<03:19,  1.17s/it, loss=0.599, pair=0.107, adv=3.328, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:00<03:11,  1.14s/it, loss=0.599, pair=0.107, adv=3.328, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:01<03:11,  1.14s/it, loss=0.591, pair=0.094, adv=3.435, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:01<03:11,  1.14s/it, loss=0.591, pair=0.094, adv=3.435, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:02<03:11,  1.14s/it, loss=0.596, pair=0.076, adv=3.374, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:02<03:01,  1.08s/it, loss=0.596, pair=0.076, adv=3.374, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:03<03:01,  1.08s/it, loss=0.613, pair=0.121, adv=3.144, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:03<03:09,  1.14s/it, loss=0.613, pair=0.121, adv=3.144, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:04<03:09,  1.14s/it, loss=0.604, pair=0.080, adv=3.315, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:04<03:02,  1.11s/it, loss=0.604, pair=0.080, adv=3.315, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:06<03:02,  1.11s/it, loss=0.585, pair=0.062, adv=3.259, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:06<03:09,  1.15s/it, loss=0.585, pair=0.062, adv=3.259, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:07<03:09,  1.15s/it, loss=0.604, pair=0.091, adv=3.198, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:07<03:00,  1.11s/it, loss=0.604, pair=0.091, adv=3.198, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:08<03:00,  1.11s/it, loss=0.647, pair=0.079, adv=3.065, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:08<02:58,  1.10s/it, loss=0.647, pair=0.079, adv=3.065, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:09<02:58,  1.10s/it, loss=0.608, pair=0.150, adv=3.211, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:09<02:55,  1.09s/it, loss=0.608, pair=0.150, adv=3.211, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:10<02:55,  1.09s/it, loss=0.710, pair=0.065, adv=3.251, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:10<03:03,  1.15s/it, loss=0.710, pair=0.065, adv=3.251, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:11<03:03,  1.15s/it, loss=0.571, pair=0.161, adv=3.153, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:11<02:53,  1.09s/it, loss=0.571, pair=0.161, adv=3.153, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:12<02:53,  1.09s/it, loss=0.596, pair=0.033, adv=3.459, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:12<02:59,  1.14s/it, loss=0.596, pair=0.033, adv=3.459, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:13<02:59,  1.14s/it, loss=0.583, pair=0.097, adv=3.322, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:13<02:52,  1.10s/it, loss=0.583, pair=0.097, adv=3.322, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:15<02:52,  1.10s/it, loss=0.601, pair=0.105, adv=3.504, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:15<02:57,  1.14s/it, loss=0.601, pair=0.105, adv=3.504, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:15<02:57,  1.14s/it, loss=0.591, pair=0.050, adv=3.374, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:15<02:45,  1.07s/it, loss=0.591, pair=0.050, adv=3.374, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:17<02:45,  1.07s/it, loss=0.605, pair=0.103, adv=3.113, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:17<02:51,  1.11s/it, loss=0.605, pair=0.103, adv=3.113, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:18<02:51,  1.11s/it, loss=0.615, pair=0.185, adv=3.288, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:18<02:45,  1.08s/it, loss=0.615, pair=0.185, adv=3.288, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:19<02:45,  1.08s/it, loss=0.608, pair=0.070, adv=3.200, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:19<02:51,  1.13s/it, loss=0.608, pair=0.070, adv=3.200, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:20<02:51,  1.13s/it, loss=0.580, pair=0.117, adv=3.149, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:20<02:45,  1.10s/it, loss=0.580, pair=0.117, adv=3.149, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:21<02:45,  1.10s/it, loss=0.586, pair=0.139, adv=3.226, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:21<02:53,  1.15s/it, loss=0.586, pair=0.139, adv=3.226, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:22<02:53,  1.15s/it, loss=0.645, pair=0.070, adv=3.580, sprd=0.034
Ep 017/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:22<02:49,  1.14s/it, loss=0.645, pair=0.070, adv=3.580, sprd=0.034
Ep 017/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:24<02:49,  1.14s/it, loss=0.596, pair=0.060, adv=3.378, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:24<02:52,  1.16s/it, loss=0.596, pair=0.060, adv=3.378, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:25<02:52,  1.16s/it, loss=0.611, pair=0.165, adv=3.434, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:25<02:44,  1.12s/it, loss=0.611, pair=0.165, adv=3.434, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:26<02:44,  1.12s/it, loss=0.611, pair=0.137, adv=3.010, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:26<02:52,  1.18s/it, loss=0.611, pair=0.137, adv=3.010, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:27<02:52,  1.18s/it, loss=0.589, pair=0.093, adv=3.405, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:27<02:43,  1.13s/it, loss=0.589, pair=0.093, adv=3.405, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:28<02:43,  1.13s/it, loss=0.606, pair=0.208, adv=3.138, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:28<02:46,  1.16s/it, loss=0.606, pair=0.208, adv=3.138, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:29<02:46,  1.16s/it, loss=0.593, pair=0.041, adv=3.483, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:29<02:39,  1.12s/it, loss=0.593, pair=0.041, adv=3.483, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:30<02:39,  1.12s/it, loss=0.604, pair=0.109, adv=3.327, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:30<02:33,  1.08s/it, loss=0.604, pair=0.109, adv=3.327, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:31<02:33,  1.08s/it, loss=0.586, pair=0.073, adv=3.292, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:31<02:29,  1.06s/it, loss=0.586, pair=0.073, adv=3.292, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:32<02:29,  1.06s/it, loss=0.594, pair=0.072, adv=3.283, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:32<02:38,  1.13s/it, loss=0.594, pair=0.072, adv=3.283, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:33<02:38,  1.13s/it, loss=0.621, pair=0.131, adv=3.334, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  58%|▌| 194/333 [03:33<02:32,  1.10s/it, loss=0.621, pair=0.131, adv=3.334, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  58%|▌| 194/333 [03:35<02:32,  1.10s/it, loss=0.631, pair=0.108, adv=3.456, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  59%|▌| 195/333 [03:35<02:39,  1.15s/it, loss=0.631, pair=0.108, adv=3.456, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  59%|▌| 195/333 [03:36<02:39,  1.15s/it, loss=0.569, pair=0.083, adv=3.070, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  59%|▌| 196/333 [03:36<02:30,  1.10s/it, loss=0.569, pair=0.083, adv=3.070, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  59%|▌| 196/333 [03:37<02:30,  1.10s/it, loss=0.606, pair=0.081, adv=3.334, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  59%|▌| 197/333 [03:37<02:37,  1.16s/it, loss=0.606, pair=0.081, adv=3.334, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  59%|▌| 197/333 [03:38<02:37,  1.16s/it, loss=0.610, pair=0.073, adv=3.470, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  59%|▌| 198/333 [03:38<02:25,  1.08s/it, loss=0.610, pair=0.073, adv=3.470, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  59%|▌| 198/333 [03:39<02:25,  1.08s/it, loss=0.587, pair=0.045, adv=3.138, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  60%|▌| 199/333 [03:39<02:30,  1.12s/it, loss=0.587, pair=0.045, adv=3.138, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  60%|▌| 199/333 [03:40<02:30,  1.12s/it, loss=0.573, pair=0.088, adv=3.085, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  60%|▌| 200/333 [03:40<02:23,  1.08s/it, loss=0.573, pair=0.088, adv=3.085, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  60%|▌| 200/333 [03:41<02:23,  1.08s/it, loss=0.600, pair=0.105, adv=3.273, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  60%|▌| 201/333 [03:41<02:30,  1.14s/it, loss=0.600, pair=0.105, adv=3.273, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  60%|▌| 201/333 [03:42<02:30,  1.14s/it, loss=0.600, pair=0.081, adv=3.420, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  61%|▌| 202/333 [03:42<02:25,  1.11s/it, loss=0.600, pair=0.081, adv=3.420, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  61%|▌| 202/333 [03:44<02:25,  1.11s/it, loss=0.578, pair=0.033, adv=3.193, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  61%|▌| 203/333 [03:44<02:30,  1.16s/it, loss=0.578, pair=0.033, adv=3.193, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  61%|▌| 203/333 [03:45<02:30,  1.16s/it, loss=0.569, pair=0.044, adv=3.307, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  61%|▌| 204/333 [03:45<02:17,  1.07s/it, loss=0.569, pair=0.044, adv=3.307, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  61%|▌| 204/333 [03:46<02:17,  1.07s/it, loss=0.599, pair=0.074, adv=3.366, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  62%|▌| 205/333 [03:46<02:23,  1.12s/it, loss=0.599, pair=0.074, adv=3.366, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  62%|▌| 205/333 [03:47<02:23,  1.12s/it, loss=0.613, pair=0.085, adv=3.162, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  62%|▌| 206/333 [03:47<02:18,  1.09s/it, loss=0.613, pair=0.085, adv=3.162, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  62%|▌| 206/333 [03:48<02:18,  1.09s/it, loss=0.614, pair=0.036, adv=3.369, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  62%|▌| 207/333 [03:48<02:27,  1.17s/it, loss=0.614, pair=0.036, adv=3.369, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  62%|▌| 207/333 [03:49<02:27,  1.17s/it, loss=0.588, pair=0.089, adv=3.165, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  62%|▌| 208/333 [03:49<02:18,  1.11s/it, loss=0.588, pair=0.089, adv=3.165, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  62%|▌| 208/333 [03:50<02:18,  1.11s/it, loss=0.788, pair=0.042, adv=3.321, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  63%|▋| 209/333 [03:50<02:23,  1.16s/it, loss=0.788, pair=0.042, adv=3.321, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  63%|▋| 209/333 [03:51<02:23,  1.16s/it, loss=0.611, pair=0.058, adv=3.179, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  63%|▋| 210/333 [03:51<02:18,  1.13s/it, loss=0.611, pair=0.058, adv=3.179, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  63%|▋| 210/333 [03:53<02:18,  1.13s/it, loss=0.616, pair=0.186, adv=2.912, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  63%|▋| 211/333 [03:53<02:21,  1.16s/it, loss=0.616, pair=0.186, adv=2.912, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  63%|▋| 211/333 [03:54<02:21,  1.16s/it, loss=0.604, pair=0.097, adv=3.198, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  64%|▋| 212/333 [03:54<02:15,  1.12s/it, loss=0.604, pair=0.097, adv=3.198, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  64%|▋| 212/333 [03:55<02:15,  1.12s/it, loss=0.646, pair=0.199, adv=3.209, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  64%|▋| 213/333 [03:55<02:20,  1.17s/it, loss=0.646, pair=0.199, adv=3.209, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  64%|▋| 213/333 [03:56<02:20,  1.17s/it, loss=0.602, pair=0.141, adv=3.327, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  64%|▋| 214/333 [03:56<02:14,  1.13s/it, loss=0.602, pair=0.141, adv=3.327, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  64%|▋| 214/333 [03:57<02:14,  1.13s/it, loss=0.621, pair=0.105, adv=3.302, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  65%|▋| 215/333 [03:57<02:18,  1.18s/it, loss=0.621, pair=0.105, adv=3.302, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  65%|▋| 215/333 [03:58<02:18,  1.18s/it, loss=0.541, pair=0.066, adv=2.951, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  65%|▋| 216/333 [03:58<02:09,  1.11s/it, loss=0.541, pair=0.066, adv=2.951, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  65%|▋| 216/333 [03:59<02:09,  1.11s/it, loss=0.845, pair=0.119, adv=3.172, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  65%|▋| 217/333 [03:59<02:07,  1.10s/it, loss=0.845, pair=0.119, adv=3.172, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  65%|▋| 217/333 [04:00<02:07,  1.10s/it, loss=0.597, pair=0.053, adv=3.168, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:00<02:04,  1.08s/it, loss=0.597, pair=0.053, adv=3.168, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:02<02:04,  1.08s/it, loss=0.618, pair=0.112, adv=3.255, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  66%|▋| 219/333 [04:02<02:10,  1.15s/it, loss=0.618, pair=0.112, adv=3.255, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  66%|▋| 219/333 [04:03<02:10,  1.15s/it, loss=0.589, pair=0.041, adv=3.228, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  66%|▋| 220/333 [04:03<02:06,  1.12s/it, loss=0.589, pair=0.041, adv=3.228, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  66%|▋| 220/333 [04:04<02:06,  1.12s/it, loss=0.540, pair=0.070, adv=2.817, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  66%|▋| 221/333 [04:04<02:08,  1.14s/it, loss=0.540, pair=0.070, adv=2.817, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  66%|▋| 221/333 [04:05<02:08,  1.14s/it, loss=0.597, pair=0.081, adv=2.982, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  67%|▋| 222/333 [04:05<02:03,  1.11s/it, loss=0.597, pair=0.081, adv=2.982, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  67%|▋| 222/333 [04:06<02:03,  1.11s/it, loss=0.577, pair=0.065, adv=3.203, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  67%|▋| 223/333 [04:06<02:03,  1.12s/it, loss=0.577, pair=0.065, adv=3.203, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  67%|▋| 223/333 [04:07<02:03,  1.12s/it, loss=0.541, pair=0.065, adv=2.943, sprd=0.016
Ep 017/60 [S1→S2:ramp]:  67%|▋| 224/333 [04:07<01:55,  1.06s/it, loss=0.541, pair=0.065, adv=2.943, sprd=0.016
Ep 017/60 [S1→S2:ramp]:  67%|▋| 224/333 [04:08<01:55,  1.06s/it, loss=0.573, pair=0.083, adv=2.900, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  68%|▋| 225/333 [04:08<02:02,  1.13s/it, loss=0.573, pair=0.083, adv=2.900, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  68%|▋| 225/333 [04:09<02:02,  1.13s/it, loss=0.583, pair=0.076, adv=3.228, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  68%|▋| 226/333 [04:09<01:58,  1.11s/it, loss=0.583, pair=0.076, adv=3.228, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  68%|▋| 226/333 [04:11<01:58,  1.11s/it, loss=0.592, pair=0.042, adv=3.305, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  68%|▋| 227/333 [04:11<02:01,  1.14s/it, loss=0.592, pair=0.042, adv=3.305, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  68%|▋| 227/333 [04:12<02:01,  1.14s/it, loss=0.553, pair=0.029, adv=3.048, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  68%|▋| 228/333 [04:12<01:54,  1.09s/it, loss=0.553, pair=0.029, adv=3.048, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  68%|▋| 228/333 [04:13<01:54,  1.09s/it, loss=0.686, pair=0.098, adv=2.874, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  69%|▋| 229/333 [04:13<01:57,  1.13s/it, loss=0.686, pair=0.098, adv=2.874, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  69%|▋| 229/333 [04:14<01:57,  1.13s/it, loss=0.571, pair=0.058, adv=3.272, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  69%|▋| 230/333 [04:14<01:48,  1.05s/it, loss=0.571, pair=0.058, adv=3.272, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  69%|▋| 230/333 [04:15<01:48,  1.05s/it, loss=0.614, pair=0.206, adv=2.884, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:15<01:54,  1.12s/it, loss=0.614, pair=0.206, adv=2.884, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:16<01:54,  1.12s/it, loss=0.561, pair=0.091, adv=2.930, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:16<01:51,  1.10s/it, loss=0.561, pair=0.091, adv=2.930, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:17<01:51,  1.10s/it, loss=0.663, pair=0.150, adv=2.796, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:17<01:53,  1.14s/it, loss=0.663, pair=0.150, adv=2.796, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:18<01:53,  1.14s/it, loss=0.601, pair=0.074, adv=3.207, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:18<01:49,  1.11s/it, loss=0.601, pair=0.074, adv=3.207, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:20<01:49,  1.11s/it, loss=0.726, pair=0.178, adv=3.307, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:20<01:56,  1.19s/it, loss=0.726, pair=0.178, adv=3.307, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:21<01:56,  1.19s/it, loss=0.551, pair=0.085, adv=2.980, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:21<01:45,  1.09s/it, loss=0.551, pair=0.085, adv=2.980, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:22<01:45,  1.09s/it, loss=0.592, pair=0.090, adv=3.129, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:22<01:51,  1.16s/it, loss=0.592, pair=0.090, adv=3.129, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:23<01:51,  1.16s/it, loss=0.609, pair=0.123, adv=3.261, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:23<01:46,  1.12s/it, loss=0.609, pair=0.123, adv=3.261, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:24<01:46,  1.12s/it, loss=0.575, pair=0.066, adv=3.211, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:24<01:49,  1.17s/it, loss=0.575, pair=0.066, adv=3.211, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:25<01:49,  1.17s/it, loss=0.611, pair=0.193, adv=3.329, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:25<01:45,  1.13s/it, loss=0.611, pair=0.193, adv=3.329, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:26<01:45,  1.13s/it, loss=0.598, pair=0.116, adv=2.937, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:26<01:46,  1.16s/it, loss=0.598, pair=0.116, adv=2.937, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:27<01:46,  1.16s/it, loss=0.606, pair=0.173, adv=3.393, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:27<01:39,  1.10s/it, loss=0.606, pair=0.173, adv=3.393, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:29<01:39,  1.10s/it, loss=0.605, pair=0.118, adv=3.048, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  73%|▋| 243/333 [04:29<01:40,  1.12s/it, loss=0.605, pair=0.118, adv=3.048, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  73%|▋| 243/333 [04:29<01:40,  1.12s/it, loss=0.573, pair=0.058, adv=2.998, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  73%|▋| 244/333 [04:29<01:34,  1.06s/it, loss=0.573, pair=0.058, adv=2.998, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  73%|▋| 244/333 [04:31<01:34,  1.06s/it, loss=0.563, pair=0.113, adv=2.902, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  74%|▋| 245/333 [04:31<01:37,  1.11s/it, loss=0.563, pair=0.113, adv=2.902, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  74%|▋| 245/333 [04:32<01:37,  1.11s/it, loss=0.567, pair=0.153, adv=2.975, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  74%|▋| 246/333 [04:32<01:30,  1.04s/it, loss=0.567, pair=0.153, adv=2.975, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  74%|▋| 246/333 [04:33<01:30,  1.04s/it, loss=0.605, pair=0.133, adv=3.062, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  74%|▋| 247/333 [04:33<01:35,  1.11s/it, loss=0.605, pair=0.133, adv=3.062, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  74%|▋| 247/333 [04:34<01:35,  1.11s/it, loss=0.560, pair=0.053, adv=3.042, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  74%|▋| 248/333 [04:34<01:31,  1.08s/it, loss=0.560, pair=0.053, adv=3.042, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  74%|▋| 248/333 [04:35<01:31,  1.08s/it, loss=0.605, pair=0.051, adv=3.230, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  75%|▋| 249/333 [04:35<01:35,  1.14s/it, loss=0.605, pair=0.051, adv=3.230, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  75%|▋| 249/333 [04:36<01:35,  1.14s/it, loss=0.585, pair=0.104, adv=3.232, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  75%|▊| 250/333 [04:36<01:31,  1.11s/it, loss=0.585, pair=0.104, adv=3.232, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  75%|▊| 250/333 [04:37<01:31,  1.11s/it, loss=0.589, pair=0.034, adv=3.192, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  75%|▊| 251/333 [04:37<01:35,  1.16s/it, loss=0.589, pair=0.034, adv=3.192, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  75%|▊| 251/333 [04:39<01:35,  1.16s/it, loss=0.554, pair=0.034, adv=2.950, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  76%|▊| 252/333 [04:39<01:31,  1.13s/it, loss=0.554, pair=0.034, adv=2.950, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  76%|▊| 252/333 [04:40<01:31,  1.13s/it, loss=0.601, pair=0.061, adv=3.344, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  76%|▊| 253/333 [04:40<01:32,  1.16s/it, loss=0.601, pair=0.061, adv=3.344, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  76%|▊| 253/333 [04:41<01:32,  1.16s/it, loss=0.589, pair=0.076, adv=3.072, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  76%|▊| 254/333 [04:41<01:28,  1.11s/it, loss=0.589, pair=0.076, adv=3.072, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  76%|▊| 254/333 [04:42<01:28,  1.11s/it, loss=0.606, pair=0.045, adv=3.386, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  77%|▊| 255/333 [04:42<01:30,  1.16s/it, loss=0.606, pair=0.045, adv=3.386, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  77%|▊| 255/333 [04:43<01:30,  1.16s/it, loss=0.557, pair=0.084, adv=3.166, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  77%|▊| 256/333 [04:43<01:22,  1.07s/it, loss=0.557, pair=0.084, adv=3.166, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  77%|▊| 256/333 [04:44<01:22,  1.07s/it, loss=0.618, pair=0.105, adv=3.302, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  77%|▊| 257/333 [04:44<01:26,  1.14s/it, loss=0.618, pair=0.105, adv=3.302, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  77%|▊| 257/333 [04:45<01:26,  1.14s/it, loss=0.583, pair=0.092, adv=3.216, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  77%|▊| 258/333 [04:45<01:22,  1.10s/it, loss=0.583, pair=0.092, adv=3.216, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  77%|▊| 258/333 [04:46<01:22,  1.10s/it, loss=0.590, pair=0.036, adv=3.576, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  78%|▊| 259/333 [04:46<01:25,  1.15s/it, loss=0.590, pair=0.036, adv=3.576, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  78%|▊| 259/333 [04:47<01:25,  1.15s/it, loss=0.757, pair=0.065, adv=3.523, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  78%|▊| 260/333 [04:47<01:20,  1.10s/it, loss=0.757, pair=0.065, adv=3.523, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  78%|▊| 260/333 [04:49<01:20,  1.10s/it, loss=0.587, pair=0.093, adv=3.729, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  78%|▊| 261/333 [04:49<01:22,  1.15s/it, loss=0.587, pair=0.093, adv=3.729, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  78%|▊| 261/333 [04:50<01:22,  1.15s/it, loss=0.614, pair=0.070, adv=3.720, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  79%|▊| 262/333 [04:50<01:19,  1.12s/it, loss=0.614, pair=0.070, adv=3.720, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  79%|▊| 262/333 [04:51<01:19,  1.12s/it, loss=0.616, pair=0.112, adv=3.630, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  79%|▊| 263/333 [04:51<01:22,  1.18s/it, loss=0.616, pair=0.112, adv=3.630, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  79%|▊| 263/333 [04:52<01:22,  1.18s/it, loss=0.581, pair=0.086, adv=3.442, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  79%|▊| 264/333 [04:52<01:17,  1.13s/it, loss=0.581, pair=0.086, adv=3.442, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  79%|▊| 264/333 [04:53<01:17,  1.13s/it, loss=0.589, pair=0.067, adv=3.054, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  80%|▊| 265/333 [04:53<01:20,  1.19s/it, loss=0.589, pair=0.067, adv=3.054, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  80%|▊| 265/333 [04:54<01:20,  1.19s/it, loss=0.577, pair=0.046, adv=3.627, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  80%|▊| 266/333 [04:54<01:15,  1.13s/it, loss=0.577, pair=0.046, adv=3.627, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  80%|▊| 266/333 [04:56<01:15,  1.13s/it, loss=0.688, pair=0.050, adv=3.590, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  80%|▊| 267/333 [04:56<01:17,  1.17s/it, loss=0.688, pair=0.050, adv=3.590, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  80%|▊| 267/333 [04:57<01:17,  1.17s/it, loss=0.580, pair=0.066, adv=3.181, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  80%|▊| 268/333 [04:57<01:13,  1.13s/it, loss=0.580, pair=0.066, adv=3.181, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  80%|▊| 268/333 [04:58<01:13,  1.13s/it, loss=0.592, pair=0.051, adv=3.913, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  81%|▊| 269/333 [04:58<01:11,  1.12s/it, loss=0.592, pair=0.051, adv=3.913, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  81%|▊| 269/333 [04:59<01:11,  1.12s/it, loss=0.602, pair=0.087, adv=3.372, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  81%|▊| 270/333 [04:59<01:07,  1.07s/it, loss=0.602, pair=0.087, adv=3.372, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  81%|▊| 270/333 [05:00<01:07,  1.07s/it, loss=0.627, pair=0.034, adv=3.342, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  81%|▊| 271/333 [05:00<01:12,  1.17s/it, loss=0.627, pair=0.034, adv=3.342, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  81%|▊| 271/333 [05:01<01:12,  1.17s/it, loss=0.571, pair=0.047, adv=2.802, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  82%|▊| 272/333 [05:01<01:10,  1.16s/it, loss=0.571, pair=0.047, adv=2.802, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  82%|▊| 272/333 [05:03<01:10,  1.16s/it, loss=0.655, pair=0.039, adv=3.548, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  82%|▊| 273/333 [05:03<01:14,  1.24s/it, loss=0.655, pair=0.039, adv=3.548, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  82%|▊| 273/333 [05:04<01:14,  1.24s/it, loss=0.579, pair=0.042, adv=3.157, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  82%|▊| 274/333 [05:04<01:11,  1.22s/it, loss=0.579, pair=0.042, adv=3.157, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  82%|▊| 274/333 [05:05<01:11,  1.22s/it, loss=0.693, pair=0.077, adv=3.570, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  83%|▊| 275/333 [05:05<01:15,  1.30s/it, loss=0.693, pair=0.077, adv=3.570, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  83%|▊| 275/333 [05:06<01:15,  1.30s/it, loss=0.579, pair=0.022, adv=3.475, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  83%|▊| 276/333 [05:06<01:08,  1.20s/it, loss=0.579, pair=0.022, adv=3.475, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  83%|▊| 276/333 [05:08<01:08,  1.20s/it, loss=0.581, pair=0.052, adv=2.919, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  83%|▊| 277/333 [05:08<01:09,  1.24s/it, loss=0.581, pair=0.052, adv=2.919, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  83%|▊| 277/333 [05:09<01:09,  1.24s/it, loss=0.575, pair=0.038, adv=3.596, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  83%|▊| 278/333 [05:09<01:07,  1.22s/it, loss=0.575, pair=0.038, adv=3.596, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  83%|▊| 278/333 [05:10<01:07,  1.22s/it, loss=0.596, pair=0.046, adv=3.250, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  84%|▊| 279/333 [05:10<01:07,  1.25s/it, loss=0.596, pair=0.046, adv=3.250, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  84%|▊| 279/333 [05:11<01:07,  1.25s/it, loss=0.600, pair=0.093, adv=3.733, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  84%|▊| 280/333 [05:11<01:05,  1.24s/it, loss=0.600, pair=0.093, adv=3.733, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  84%|▊| 280/333 [05:13<01:05,  1.24s/it, loss=0.559, pair=0.052, adv=2.844, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  84%|▊| 281/333 [05:13<01:06,  1.28s/it, loss=0.559, pair=0.052, adv=2.844, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  84%|▊| 281/333 [05:14<01:06,  1.28s/it, loss=0.582, pair=0.112, adv=3.540, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  85%|▊| 282/333 [05:14<00:59,  1.16s/it, loss=0.582, pair=0.112, adv=3.540, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  85%|▊| 282/333 [05:15<00:59,  1.16s/it, loss=0.694, pair=0.080, adv=3.296, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  85%|▊| 283/333 [05:15<01:02,  1.24s/it, loss=0.694, pair=0.080, adv=3.296, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  85%|▊| 283/333 [05:16<01:02,  1.24s/it, loss=0.592, pair=0.057, adv=3.341, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  85%|▊| 284/333 [05:16<01:00,  1.24s/it, loss=0.592, pair=0.057, adv=3.341, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  85%|▊| 284/333 [05:18<01:00,  1.24s/it, loss=0.575, pair=0.057, adv=3.472, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  86%|▊| 285/333 [05:18<01:01,  1.28s/it, loss=0.575, pair=0.057, adv=3.472, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  86%|▊| 285/333 [05:19<01:01,  1.28s/it, loss=0.595, pair=0.145, adv=3.741, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  86%|▊| 286/333 [05:19<00:58,  1.24s/it, loss=0.595, pair=0.145, adv=3.741, sprd=0.020
Ep 017/60 [S1→S2:ramp]:  86%|▊| 286/333 [05:20<00:58,  1.24s/it, loss=0.653, pair=0.038, adv=3.531, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  86%|▊| 287/333 [05:20<00:59,  1.30s/it, loss=0.653, pair=0.038, adv=3.531, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  86%|▊| 287/333 [05:21<00:59,  1.30s/it, loss=0.588, pair=0.055, adv=3.707, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:21<00:55,  1.24s/it, loss=0.588, pair=0.055, adv=3.707, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:23<00:55,  1.24s/it, loss=0.632, pair=0.075, adv=3.468, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:23<00:55,  1.27s/it, loss=0.632, pair=0.075, adv=3.468, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:24<00:55,  1.27s/it, loss=0.587, pair=0.109, adv=3.153, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:24<00:52,  1.23s/it, loss=0.587, pair=0.109, adv=3.153, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:25<00:52,  1.23s/it, loss=0.702, pair=0.108, adv=3.169, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:25<00:53,  1.28s/it, loss=0.702, pair=0.108, adv=3.169, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:26<00:53,  1.28s/it, loss=0.567, pair=0.055, adv=3.728, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  88%|▉| 292/333 [05:26<00:50,  1.23s/it, loss=0.567, pair=0.055, adv=3.728, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  88%|▉| 292/333 [05:28<00:50,  1.23s/it, loss=0.763, pair=1.025, adv=3.855, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  88%|▉| 293/333 [05:28<00:51,  1.28s/it, loss=0.763, pair=1.025, adv=3.855, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  88%|▉| 293/333 [05:29<00:51,  1.28s/it, loss=0.603, pair=0.105, adv=3.699, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  88%|▉| 294/333 [05:29<00:48,  1.25s/it, loss=0.603, pair=0.105, adv=3.699, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  88%|▉| 294/333 [05:30<00:48,  1.25s/it, loss=0.616, pair=0.034, adv=3.880, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  89%|▉| 295/333 [05:30<00:49,  1.31s/it, loss=0.616, pair=0.034, adv=3.880, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  89%|▉| 295/333 [05:32<00:49,  1.31s/it, loss=0.621, pair=0.094, adv=3.867, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  89%|▉| 296/333 [05:32<00:47,  1.28s/it, loss=0.621, pair=0.094, adv=3.867, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  89%|▉| 296/333 [05:33<00:47,  1.28s/it, loss=0.594, pair=0.076, adv=3.326, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  89%|▉| 297/333 [05:33<00:46,  1.30s/it, loss=0.594, pair=0.076, adv=3.326, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  89%|▉| 297/333 [05:34<00:46,  1.30s/it, loss=0.596, pair=0.060, adv=3.192, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  89%|▉| 298/333 [05:34<00:44,  1.26s/it, loss=0.596, pair=0.060, adv=3.192, sprd=0.028
Ep 017/60 [S1→S2:ramp]:  89%|▉| 298/333 [05:36<00:44,  1.26s/it, loss=0.606, pair=0.069, adv=3.915, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  90%|▉| 299/333 [05:36<00:44,  1.31s/it, loss=0.606, pair=0.069, adv=3.915, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  90%|▉| 299/333 [05:37<00:44,  1.31s/it, loss=0.590, pair=0.107, adv=3.305, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  90%|▉| 300/333 [05:37<00:41,  1.26s/it, loss=0.590, pair=0.107, adv=3.305, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  90%|▉| 300/333 [05:38<00:41,  1.26s/it, loss=0.618, pair=0.149, adv=3.664, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  90%|▉| 301/333 [05:38<00:42,  1.34s/it, loss=0.618, pair=0.149, adv=3.664, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  90%|▉| 301/333 [05:39<00:42,  1.34s/it, loss=0.586, pair=0.060, adv=3.758, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  91%|▉| 302/333 [05:39<00:40,  1.30s/it, loss=0.586, pair=0.060, adv=3.758, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  91%|▉| 302/333 [05:41<00:40,  1.30s/it, loss=0.584, pair=0.106, adv=3.382, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  91%|▉| 303/333 [05:41<00:39,  1.31s/it, loss=0.584, pair=0.106, adv=3.382, sprd=0.017
Ep 017/60 [S1→S2:ramp]:  91%|▉| 303/333 [05:42<00:39,  1.31s/it, loss=0.592, pair=0.033, adv=3.444, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  91%|▉| 304/333 [05:42<00:36,  1.25s/it, loss=0.592, pair=0.033, adv=3.444, sprd=0.024
Ep 017/60 [S1→S2:ramp]:  91%|▉| 304/333 [05:43<00:36,  1.25s/it, loss=0.631, pair=0.072, adv=3.977, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  92%|▉| 305/333 [05:43<00:37,  1.32s/it, loss=0.631, pair=0.072, adv=3.977, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  92%|▉| 305/333 [05:44<00:37,  1.32s/it, loss=0.637, pair=0.079, adv=3.252, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  92%|▉| 306/333 [05:44<00:33,  1.25s/it, loss=0.637, pair=0.079, adv=3.252, sprd=0.019
Ep 017/60 [S1→S2:ramp]:  92%|▉| 306/333 [05:46<00:33,  1.25s/it, loss=0.597, pair=0.058, adv=3.696, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  92%|▉| 307/333 [05:46<00:33,  1.30s/it, loss=0.597, pair=0.058, adv=3.696, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  92%|▉| 307/333 [05:47<00:33,  1.30s/it, loss=0.590, pair=0.096, adv=3.711, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  92%|▉| 308/333 [05:47<00:30,  1.23s/it, loss=0.590, pair=0.096, adv=3.711, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  92%|▉| 308/333 [05:48<00:30,  1.23s/it, loss=0.589, pair=0.074, adv=3.526, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  93%|▉| 309/333 [05:48<00:30,  1.28s/it, loss=0.589, pair=0.074, adv=3.526, sprd=0.021
Ep 017/60 [S1→S2:ramp]:  93%|▉| 309/333 [05:49<00:30,  1.28s/it, loss=0.619, pair=0.090, adv=3.647, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  93%|▉| 310/333 [05:49<00:28,  1.25s/it, loss=0.619, pair=0.090, adv=3.647, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  93%|▉| 310/333 [05:51<00:28,  1.25s/it, loss=0.622, pair=0.070, adv=3.426, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  93%|▉| 311/333 [05:51<00:29,  1.34s/it, loss=0.622, pair=0.070, adv=3.426, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  93%|▉| 311/333 [05:52<00:29,  1.34s/it, loss=0.596, pair=0.033, adv=3.757, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  94%|▉| 312/333 [05:52<00:26,  1.28s/it, loss=0.596, pair=0.033, adv=3.757, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  94%|▉| 312/333 [05:54<00:26,  1.28s/it, loss=0.652, pair=0.089, adv=3.350, sprd=0.035
Ep 017/60 [S1→S2:ramp]:  94%|▉| 313/333 [05:54<00:27,  1.36s/it, loss=0.652, pair=0.089, adv=3.350, sprd=0.035
Ep 017/60 [S1→S2:ramp]:  94%|▉| 313/333 [05:55<00:27,  1.36s/it, loss=0.594, pair=0.087, adv=3.129, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  94%|▉| 314/333 [05:55<00:24,  1.29s/it, loss=0.594, pair=0.087, adv=3.129, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  94%|▉| 314/333 [05:56<00:24,  1.29s/it, loss=0.607, pair=0.088, adv=3.638, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  95%|▉| 315/333 [05:56<00:24,  1.33s/it, loss=0.607, pair=0.088, adv=3.638, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  95%|▉| 315/333 [05:57<00:24,  1.33s/it, loss=0.582, pair=0.132, adv=2.837, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  95%|▉| 316/333 [05:57<00:21,  1.28s/it, loss=0.582, pair=0.132, adv=2.837, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  95%|▉| 316/333 [05:59<00:21,  1.28s/it, loss=0.644, pair=0.114, adv=3.691, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  95%|▉| 317/333 [05:59<00:21,  1.34s/it, loss=0.644, pair=0.114, adv=3.691, sprd=0.029
Ep 017/60 [S1→S2:ramp]:  95%|▉| 317/333 [06:00<00:21,  1.34s/it, loss=0.584, pair=0.039, adv=3.641, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  95%|▉| 318/333 [06:00<00:19,  1.27s/it, loss=0.584, pair=0.039, adv=3.641, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  95%|▉| 318/333 [06:02<00:19,  1.27s/it, loss=0.616, pair=0.045, adv=3.531, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  96%|▉| 319/333 [06:02<00:18,  1.33s/it, loss=0.616, pair=0.045, adv=3.531, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  96%|▉| 319/333 [06:03<00:18,  1.33s/it, loss=0.591, pair=0.070, adv=3.609, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  96%|▉| 320/333 [06:03<00:16,  1.29s/it, loss=0.591, pair=0.070, adv=3.609, sprd=0.025
Ep 017/60 [S1→S2:ramp]:  96%|▉| 320/333 [06:04<00:16,  1.29s/it, loss=0.571, pair=0.052, adv=3.055, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  96%|▉| 321/333 [06:04<00:15,  1.32s/it, loss=0.571, pair=0.052, adv=3.055, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  96%|▉| 321/333 [06:05<00:15,  1.32s/it, loss=0.608, pair=0.060, adv=3.448, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  97%|▉| 322/333 [06:05<00:14,  1.29s/it, loss=0.608, pair=0.060, adv=3.448, sprd=0.030
Ep 017/60 [S1→S2:ramp]:  97%|▉| 322/333 [06:07<00:14,  1.29s/it, loss=0.600, pair=0.043, adv=3.568, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  97%|▉| 323/333 [06:07<00:13,  1.34s/it, loss=0.600, pair=0.043, adv=3.568, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  97%|▉| 323/333 [06:08<00:13,  1.34s/it, loss=0.562, pair=0.040, adv=3.204, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  97%|▉| 324/333 [06:08<00:11,  1.28s/it, loss=0.562, pair=0.040, adv=3.204, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  97%|▉| 324/333 [06:09<00:11,  1.28s/it, loss=0.594, pair=0.036, adv=3.499, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  98%|▉| 325/333 [06:09<00:10,  1.34s/it, loss=0.594, pair=0.036, adv=3.499, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  98%|▉| 325/333 [06:11<00:10,  1.34s/it, loss=0.581, pair=0.091, adv=3.772, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  98%|▉| 326/333 [06:11<00:09,  1.29s/it, loss=0.581, pair=0.091, adv=3.772, sprd=0.022
Ep 017/60 [S1→S2:ramp]:  98%|▉| 326/333 [06:12<00:09,  1.29s/it, loss=0.608, pair=0.046, adv=3.392, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  98%|▉| 327/333 [06:12<00:07,  1.32s/it, loss=0.608, pair=0.046, adv=3.392, sprd=0.027
Ep 017/60 [S1→S2:ramp]:  98%|▉| 327/333 [06:13<00:07,  1.32s/it, loss=0.594, pair=0.081, adv=3.885, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  98%|▉| 328/333 [06:13<00:06,  1.29s/it, loss=0.594, pair=0.081, adv=3.885, sprd=0.026
Ep 017/60 [S1→S2:ramp]:  98%|▉| 328/333 [06:15<00:06,  1.29s/it, loss=0.586, pair=0.033, adv=3.204, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  99%|▉| 329/333 [06:15<00:05,  1.32s/it, loss=0.586, pair=0.033, adv=3.204, sprd=0.023
Ep 017/60 [S1→S2:ramp]:  99%|▉| 329/333 [06:16<00:05,  1.32s/it, loss=0.562, pair=0.022, adv=3.593, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  99%|▉| 330/333 [06:16<00:03,  1.27s/it, loss=0.562, pair=0.022, adv=3.593, sprd=0.018
Ep 017/60 [S1→S2:ramp]:  99%|▉| 330/333 [06:17<00:03,  1.27s/it, loss=0.636, pair=0.114, adv=3.165, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  99%|▉| 331/333 [06:17<00:02,  1.32s/it, loss=0.636, pair=0.114, adv=3.165, sprd=0.031
Ep 017/60 [S1→S2:ramp]:  99%|▉| 331/333 [06:18<00:02,  1.32s/it, loss=0.605, pair=0.114, adv=3.677, sprd=0.023
Ep 017/60 [S1→S2:ramp]: 100%|▉| 332/333 [06:18<00:01,  1.29s/it, loss=0.605, pair=0.114, adv=3.677, sprd=0.023
Ep 017/60 [S1→S2:ramp]: 100%|▉| 332/333 [06:20<00:01,  1.29s/it, loss=0.613, pair=0.134, adv=4.005, sprd=0.023
Ep 017/60 [S1→S2:ramp]: 100%|█| 333/333 [06:20<00:00,  1.35s/it, loss=0.613, pair=0.134, adv=4.005, sprd=0.023
                                                                                                              
Epoch 017/60 [S1→S2:ramp]  loss=0.6043  mat=0.3312  sens=1.0624  pair=0.1120  adv=3.2191(rand=3.37)  deg=0.0169  orth=0.0156  spread=0.0235  q_mean=50.2  q_std=15.4  α=0.22 β=0.18 γ=0.76 λ_grl=0.600  lr=8.43e-05  380s

Ep 018/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 018/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.629, pair=0.042, adv=3.236, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<10:17,  1.86s/it, loss=0.629, pair=0.042, adv=3.236, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   0%|  | 1/333 [00:02<10:17,  1.86s/it, loss=0.607, pair=0.051, adv=3.467, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<07:36,  1.38s/it, loss=0.607, pair=0.051, adv=3.467, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:   1%|  | 2/333 [00:04<07:36,  1.38s/it, loss=0.713, pair=0.100, adv=3.442, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   1%|  | 3/333 [00:04<07:37,  1.39s/it, loss=0.713, pair=0.100, adv=3.442, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   1%|  | 3/333 [00:05<07:37,  1.39s/it, loss=0.624, pair=0.108, adv=3.392, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:   1%|  | 4/333 [00:05<07:05,  1.29s/it, loss=0.624, pair=0.108, adv=3.392, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:   1%|  | 4/333 [00:07<07:05,  1.29s/it, loss=0.650, pair=0.087, adv=3.639, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   2%|  | 5/333 [00:07<07:39,  1.40s/it, loss=0.650, pair=0.087, adv=3.639, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   2%|  | 5/333 [00:08<07:39,  1.40s/it, loss=0.676, pair=0.021, adv=3.426, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   2%|  | 6/333 [00:08<07:19,  1.34s/it, loss=0.676, pair=0.021, adv=3.426, sprd=0.031]
Ep 018/60 [S1→S2:ramp]:   2%|  | 6/333 [00:09<07:19,  1.34s/it, loss=0.645, pair=0.039, adv=3.280, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   2%|  | 7/333 [00:09<07:22,  1.36s/it, loss=0.645, pair=0.039, adv=3.280, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   2%|  | 7/333 [00:10<07:22,  1.36s/it, loss=0.634, pair=0.026, adv=3.493, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:   2%|  | 8/333 [00:10<07:04,  1.31s/it, loss=0.634, pair=0.026, adv=3.493, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:   2%|  | 8/333 [00:12<07:04,  1.31s/it, loss=0.711, pair=0.070, adv=3.726, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:   3%|  | 9/333 [00:12<07:12,  1.34s/it, loss=0.711, pair=0.070, adv=3.726, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:   3%|  | 9/333 [00:13<07:12,  1.34s/it, loss=0.623, pair=0.045, adv=4.003, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   3%| | 10/333 [00:13<06:58,  1.30s/it, loss=0.623, pair=0.045, adv=4.003, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   3%| | 10/333 [00:14<06:58,  1.30s/it, loss=0.611, pair=0.036, adv=3.796, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:   3%| | 11/333 [00:14<07:11,  1.34s/it, loss=0.611, pair=0.036, adv=3.796, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:   3%| | 11/333 [00:16<07:11,  1.34s/it, loss=0.620, pair=0.055, adv=3.677, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   4%| | 12/333 [00:16<06:46,  1.27s/it, loss=0.620, pair=0.055, adv=3.677, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   4%| | 12/333 [00:17<06:46,  1.27s/it, loss=0.640, pair=0.074, adv=3.436, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   4%| | 13/333 [00:17<06:59,  1.31s/it, loss=0.640, pair=0.074, adv=3.436, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   4%| | 13/333 [00:18<06:59,  1.31s/it, loss=0.628, pair=0.072, adv=3.527, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   4%| | 14/333 [00:18<06:45,  1.27s/it, loss=0.628, pair=0.072, adv=3.527, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   4%| | 14/333 [00:20<06:45,  1.27s/it, loss=0.637, pair=0.025, adv=3.798, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   5%| | 15/333 [00:20<07:16,  1.37s/it, loss=0.637, pair=0.025, adv=3.798, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   5%| | 15/333 [00:21<07:16,  1.37s/it, loss=0.647, pair=0.032, adv=3.630, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   5%| | 16/333 [00:21<07:01,  1.33s/it, loss=0.647, pair=0.032, adv=3.630, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   5%| | 16/333 [00:22<07:01,  1.33s/it, loss=0.629, pair=0.049, adv=3.880, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   5%| | 17/333 [00:22<07:13,  1.37s/it, loss=0.629, pair=0.049, adv=3.880, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   5%| | 17/333 [00:24<07:13,  1.37s/it, loss=0.765, pair=0.071, adv=3.774, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   5%| | 18/333 [00:24<06:56,  1.32s/it, loss=0.765, pair=0.071, adv=3.774, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:   5%| | 18/333 [00:25<06:56,  1.32s/it, loss=0.600, pair=0.058, adv=3.356, sprd=0.017]
Ep 018/60 [S1→S2:ramp]:   6%| | 19/333 [00:25<07:01,  1.34s/it, loss=0.600, pair=0.058, adv=3.356, sprd=0.017]
Ep 018/60 [S1→S2:ramp]:   6%| | 19/333 [00:26<07:01,  1.34s/it, loss=0.621, pair=0.028, adv=3.772, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   6%| | 20/333 [00:26<06:45,  1.29s/it, loss=0.621, pair=0.028, adv=3.772, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   6%| | 20/333 [00:28<06:45,  1.29s/it, loss=0.663, pair=0.027, adv=3.401, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   6%| | 21/333 [00:28<06:46,  1.30s/it, loss=0.663, pair=0.027, adv=3.401, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   6%| | 21/333 [00:29<06:46,  1.30s/it, loss=0.640, pair=0.035, adv=3.640, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   7%| | 22/333 [00:29<06:40,  1.29s/it, loss=0.640, pair=0.035, adv=3.640, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:   7%| | 22/333 [00:30<06:40,  1.29s/it, loss=0.609, pair=0.034, adv=2.926, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   7%| | 23/333 [00:30<06:47,  1.31s/it, loss=0.609, pair=0.034, adv=2.926, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   7%| | 23/333 [00:31<06:47,  1.31s/it, loss=0.617, pair=0.061, adv=3.360, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   7%| | 24/333 [00:31<06:34,  1.28s/it, loss=0.617, pair=0.061, adv=3.360, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   7%| | 24/333 [00:33<06:34,  1.28s/it, loss=0.632, pair=0.014, adv=3.330, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   8%| | 25/333 [00:33<06:48,  1.32s/it, loss=0.632, pair=0.014, adv=3.330, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:   8%| | 25/333 [00:34<06:48,  1.32s/it, loss=0.610, pair=0.011, adv=3.574, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:   8%| | 26/333 [00:34<06:32,  1.28s/it, loss=0.610, pair=0.011, adv=3.574, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:   8%| | 26/333 [00:35<06:32,  1.28s/it, loss=0.627, pair=0.047, adv=3.735, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:   8%| | 27/333 [00:35<06:49,  1.34s/it, loss=0.627, pair=0.047, adv=3.735, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:   8%| | 27/333 [00:37<06:49,  1.34s/it, loss=0.643, pair=0.026, adv=3.772, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   8%| | 28/333 [00:37<06:42,  1.32s/it, loss=0.643, pair=0.026, adv=3.772, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:   8%| | 28/333 [00:38<06:42,  1.32s/it, loss=0.642, pair=0.071, adv=3.534, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   9%| | 29/333 [00:38<06:59,  1.38s/it, loss=0.642, pair=0.071, adv=3.534, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:   9%| | 29/333 [00:39<06:59,  1.38s/it, loss=0.607, pair=0.049, adv=3.599, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   9%| | 30/333 [00:39<06:40,  1.32s/it, loss=0.607, pair=0.049, adv=3.599, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:   9%| | 30/333 [00:41<06:40,  1.32s/it, loss=0.647, pair=0.056, adv=3.432, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   9%| | 31/333 [00:41<06:51,  1.36s/it, loss=0.647, pair=0.056, adv=3.432, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:   9%| | 31/333 [00:42<06:51,  1.36s/it, loss=0.646, pair=0.085, adv=3.494, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  10%| | 32/333 [00:42<06:40,  1.33s/it, loss=0.646, pair=0.085, adv=3.494, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  10%| | 32/333 [00:44<06:40,  1.33s/it, loss=0.618, pair=0.047, adv=3.708, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  10%| | 33/333 [00:44<06:53,  1.38s/it, loss=0.618, pair=0.047, adv=3.708, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  10%| | 33/333 [00:45<06:53,  1.38s/it, loss=0.587, pair=0.034, adv=2.987, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  10%| | 34/333 [00:45<06:34,  1.32s/it, loss=0.587, pair=0.034, adv=2.987, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  10%| | 34/333 [00:46<06:34,  1.32s/it, loss=0.605, pair=0.012, adv=3.713, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  11%| | 35/333 [00:46<06:49,  1.37s/it, loss=0.605, pair=0.012, adv=3.713, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  11%| | 35/333 [00:47<06:49,  1.37s/it, loss=0.597, pair=0.040, adv=3.141, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  11%| | 36/333 [00:47<06:29,  1.31s/it, loss=0.597, pair=0.040, adv=3.141, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  11%| | 36/333 [00:49<06:29,  1.31s/it, loss=0.637, pair=0.023, adv=3.598, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  11%| | 37/333 [00:49<06:44,  1.37s/it, loss=0.637, pair=0.023, adv=3.598, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  11%| | 37/333 [00:50<06:44,  1.37s/it, loss=0.603, pair=0.035, adv=3.477, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  11%| | 38/333 [00:50<06:29,  1.32s/it, loss=0.603, pair=0.035, adv=3.477, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  11%| | 38/333 [00:52<06:29,  1.32s/it, loss=0.604, pair=0.014, adv=3.964, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  12%| | 39/333 [00:52<06:42,  1.37s/it, loss=0.604, pair=0.014, adv=3.964, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  12%| | 39/333 [00:53<06:42,  1.37s/it, loss=0.647, pair=0.045, adv=3.695, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  12%| | 40/333 [00:53<06:22,  1.31s/it, loss=0.647, pair=0.045, adv=3.695, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  12%| | 40/333 [00:54<06:22,  1.31s/it, loss=0.630, pair=0.011, adv=3.484, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  12%| | 41/333 [00:54<06:43,  1.38s/it, loss=0.630, pair=0.011, adv=3.484, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  12%| | 41/333 [00:56<06:43,  1.38s/it, loss=0.623, pair=0.025, adv=3.593, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:56<06:29,  1.34s/it, loss=0.623, pair=0.025, adv=3.593, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:57<06:29,  1.34s/it, loss=0.626, pair=0.013, adv=3.672, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:57<06:43,  1.39s/it, loss=0.626, pair=0.013, adv=3.672, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:58<06:43,  1.39s/it, loss=0.609, pair=0.043, adv=3.538, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:58<06:23,  1.33s/it, loss=0.609, pair=0.043, adv=3.538, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  13%|▏| 44/333 [01:00<06:23,  1.33s/it, loss=0.652, pair=0.010, adv=3.585, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 45/333 [01:00<06:39,  1.39s/it, loss=0.652, pair=0.010, adv=3.585, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 45/333 [01:01<06:39,  1.39s/it, loss=0.815, pair=0.719, adv=3.282, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 46/333 [01:01<06:17,  1.32s/it, loss=0.815, pair=0.719, adv=3.282, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 46/333 [01:02<06:17,  1.32s/it, loss=0.590, pair=0.066, adv=3.134, sprd=0.018]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 47/333 [01:02<06:23,  1.34s/it, loss=0.590, pair=0.066, adv=3.134, sprd=0.018]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 47/333 [01:04<06:23,  1.34s/it, loss=0.622, pair=0.053, adv=3.502, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 48/333 [01:04<06:10,  1.30s/it, loss=0.622, pair=0.053, adv=3.502, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  14%|▏| 48/333 [01:05<06:10,  1.30s/it, loss=0.634, pair=0.051, adv=3.399, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 49/333 [01:05<06:12,  1.31s/it, loss=0.634, pair=0.051, adv=3.399, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 49/333 [01:06<06:12,  1.31s/it, loss=0.592, pair=0.068, adv=3.121, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 50/333 [01:06<05:55,  1.26s/it, loss=0.592, pair=0.068, adv=3.121, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 50/333 [01:08<05:55,  1.26s/it, loss=0.625, pair=0.050, adv=3.629, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 51/333 [01:08<06:23,  1.36s/it, loss=0.625, pair=0.050, adv=3.629, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  15%|▏| 51/333 [01:09<06:23,  1.36s/it, loss=0.620, pair=0.049, adv=3.376, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 52/333 [01:09<06:10,  1.32s/it, loss=0.620, pair=0.049, adv=3.376, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 52/333 [01:10<06:10,  1.32s/it, loss=0.640, pair=0.033, adv=3.679, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 53/333 [01:10<06:28,  1.39s/it, loss=0.640, pair=0.033, adv=3.679, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 53/333 [01:12<06:28,  1.39s/it, loss=0.596, pair=0.026, adv=3.163, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 54/333 [01:12<06:10,  1.33s/it, loss=0.596, pair=0.026, adv=3.163, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  16%|▏| 54/333 [01:13<06:10,  1.33s/it, loss=0.630, pair=0.032, adv=3.505, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:13<06:21,  1.37s/it, loss=0.630, pair=0.032, adv=3.505, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:14<06:21,  1.37s/it, loss=0.614, pair=0.023, adv=3.601, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:14<06:06,  1.32s/it, loss=0.614, pair=0.023, adv=3.601, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:16<06:06,  1.32s/it, loss=0.656, pair=0.072, adv=3.810, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:16<06:22,  1.38s/it, loss=0.656, pair=0.072, adv=3.810, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:17<06:22,  1.38s/it, loss=0.651, pair=0.089, adv=3.491, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:17<05:54,  1.29s/it, loss=0.651, pair=0.089, adv=3.491, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:18<05:54,  1.29s/it, loss=0.638, pair=0.031, adv=3.462, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:18<06:07,  1.34s/it, loss=0.638, pair=0.031, adv=3.462, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:20<06:07,  1.34s/it, loss=0.609, pair=0.005, adv=3.684, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:20<05:57,  1.31s/it, loss=0.609, pair=0.005, adv=3.684, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:21<05:57,  1.31s/it, loss=0.619, pair=0.039, adv=3.389, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:21<06:11,  1.36s/it, loss=0.619, pair=0.039, adv=3.389, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:22<06:11,  1.36s/it, loss=0.612, pair=0.040, adv=3.624, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:22<05:55,  1.31s/it, loss=0.612, pair=0.040, adv=3.624, sprd=0.020]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:24<05:55,  1.31s/it, loss=0.627, pair=0.034, adv=3.316, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:24<06:13,  1.38s/it, loss=0.627, pair=0.034, adv=3.316, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:25<06:13,  1.38s/it, loss=0.613, pair=0.020, adv=3.651, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:25<05:58,  1.33s/it, loss=0.613, pair=0.020, adv=3.651, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:27<05:58,  1.33s/it, loss=0.638, pair=0.005, adv=3.375, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:27<06:13,  1.40s/it, loss=0.638, pair=0.005, adv=3.375, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:28<06:13,  1.40s/it, loss=0.613, pair=0.047, adv=3.556, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:28<06:00,  1.35s/it, loss=0.613, pair=0.047, adv=3.556, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:29<06:00,  1.35s/it, loss=0.599, pair=0.031, adv=3.214, sprd=0.017]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:29<05:57,  1.34s/it, loss=0.599, pair=0.031, adv=3.214, sprd=0.017]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:30<05:57,  1.34s/it, loss=0.619, pair=0.023, adv=3.650, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:30<05:49,  1.32s/it, loss=0.619, pair=0.023, adv=3.650, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:32<05:49,  1.32s/it, loss=0.752, pair=0.055, adv=3.948, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:32<06:08,  1.40s/it, loss=0.752, pair=0.055, adv=3.948, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:33<06:08,  1.40s/it, loss=0.627, pair=0.027, adv=3.732, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:33<05:55,  1.35s/it, loss=0.627, pair=0.027, adv=3.732, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:35<05:55,  1.35s/it, loss=0.639, pair=0.033, adv=3.681, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:35<06:07,  1.40s/it, loss=0.639, pair=0.033, adv=3.681, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:36<06:07,  1.40s/it, loss=0.608, pair=0.051, adv=3.408, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:36<05:48,  1.34s/it, loss=0.608, pair=0.051, adv=3.408, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:37<05:48,  1.34s/it, loss=0.614, pair=0.042, adv=3.982, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:37<06:00,  1.39s/it, loss=0.614, pair=0.042, adv=3.982, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:39<06:00,  1.39s/it, loss=0.641, pair=0.043, adv=3.912, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:39<05:51,  1.36s/it, loss=0.641, pair=0.043, adv=3.912, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:40<05:51,  1.36s/it, loss=0.646, pair=0.038, adv=3.578, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:40<06:01,  1.40s/it, loss=0.646, pair=0.038, adv=3.578, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:41<06:01,  1.40s/it, loss=0.609, pair=0.022, adv=3.567, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:41<05:43,  1.34s/it, loss=0.609, pair=0.022, adv=3.567, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:43<05:43,  1.34s/it, loss=0.628, pair=0.063, adv=3.007, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:43<05:43,  1.34s/it, loss=0.628, pair=0.063, adv=3.007, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:44<05:43,  1.34s/it, loss=0.616, pair=0.033, adv=3.338, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:44<05:32,  1.30s/it, loss=0.616, pair=0.033, adv=3.338, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:45<05:32,  1.30s/it, loss=0.630, pair=0.064, adv=3.662, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:45<05:46,  1.36s/it, loss=0.630, pair=0.064, adv=3.662, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:47<05:46,  1.36s/it, loss=0.614, pair=0.054, adv=3.831, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:47<05:34,  1.32s/it, loss=0.614, pair=0.054, adv=3.831, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:48<05:34,  1.32s/it, loss=0.665, pair=0.051, adv=3.480, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:48<05:56,  1.41s/it, loss=0.665, pair=0.051, adv=3.480, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:50<05:56,  1.41s/it, loss=0.630, pair=0.083, adv=3.439, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:50<05:39,  1.35s/it, loss=0.630, pair=0.083, adv=3.439, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:51<05:39,  1.35s/it, loss=0.621, pair=0.106, adv=3.316, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:51<05:43,  1.38s/it, loss=0.621, pair=0.106, adv=3.316, sprd=0.019]
Ep 018/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:52<05:43,  1.38s/it, loss=0.639, pair=0.028, adv=3.517, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:52<05:33,  1.34s/it, loss=0.639, pair=0.028, adv=3.517, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:54<05:33,  1.34s/it, loss=0.643, pair=0.068, adv=3.692, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:54<05:49,  1.41s/it, loss=0.643, pair=0.068, adv=3.692, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:55<05:49,  1.41s/it, loss=0.639, pair=0.045, adv=3.437, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:55<05:29,  1.34s/it, loss=0.639, pair=0.045, adv=3.437, sprd=0.029]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:56<05:29,  1.34s/it, loss=0.634, pair=0.039, adv=3.718, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:56<05:43,  1.40s/it, loss=0.634, pair=0.039, adv=3.718, sprd=0.027]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:58<05:43,  1.40s/it, loss=0.608, pair=0.024, adv=3.744, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:58<05:31,  1.35s/it, loss=0.608, pair=0.024, adv=3.744, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:59<05:31,  1.35s/it, loss=0.653, pair=0.223, adv=3.589, sprd=0.016]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:59<05:35,  1.38s/it, loss=0.653, pair=0.223, adv=3.589, sprd=0.016]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 89/333 [02:00<05:35,  1.38s/it, loss=0.617, pair=0.050, adv=3.635, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 90/333 [02:00<05:24,  1.34s/it, loss=0.617, pair=0.050, adv=3.635, sprd=0.023]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 90/333 [02:02<05:24,  1.34s/it, loss=0.639, pair=0.075, adv=3.515, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 91/333 [02:02<05:39,  1.40s/it, loss=0.639, pair=0.075, adv=3.515, sprd=0.025]
Ep 018/60 [S1→S2:ramp]:  27%|▎| 91/333 [02:03<05:39,  1.40s/it, loss=0.611, pair=0.076, adv=3.251, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 92/333 [02:03<05:23,  1.34s/it, loss=0.611, pair=0.076, adv=3.251, sprd=0.022]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 92/333 [02:05<05:23,  1.34s/it, loss=0.647, pair=0.106, adv=3.943, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 93/333 [02:05<05:38,  1.41s/it, loss=0.647, pair=0.106, adv=3.943, sprd=0.021]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 93/333 [02:06<05:38,  1.41s/it, loss=0.617, pair=0.053, adv=3.518, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 94/333 [02:06<05:24,  1.36s/it, loss=0.617, pair=0.053, adv=3.518, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  28%|▎| 94/333 [02:07<05:24,  1.36s/it, loss=0.664, pair=0.071, adv=3.654, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 95/333 [02:07<05:34,  1.41s/it, loss=0.664, pair=0.071, adv=3.654, sprd=0.030]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 95/333 [02:09<05:34,  1.41s/it, loss=0.633, pair=0.031, adv=3.873, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 96/333 [02:09<05:23,  1.36s/it, loss=0.633, pair=0.031, adv=3.873, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 96/333 [02:10<05:23,  1.36s/it, loss=0.641, pair=0.030, adv=3.655, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 97/333 [02:10<05:30,  1.40s/it, loss=0.641, pair=0.030, adv=3.655, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 97/333 [02:12<05:30,  1.40s/it, loss=0.628, pair=0.054, adv=3.238, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 98/333 [02:12<05:19,  1.36s/it, loss=0.628, pair=0.054, adv=3.238, sprd=0.028]
Ep 018/60 [S1→S2:ramp]:  29%|▎| 98/333 [02:13<05:19,  1.36s/it, loss=0.641, pair=0.050, adv=3.441, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  30%|▎| 99/333 [02:13<05:25,  1.39s/it, loss=0.641, pair=0.050, adv=3.441, sprd=0.024]
Ep 018/60 [S1→S2:ramp]:  30%|▎| 99/333 [02:14<05:25,  1.39s/it, loss=0.672, pair=0.074, adv=3.601, sprd=0.026]
Ep 018/60 [S1→S2:ramp]:  30%|▎| 100/333 [02:14<05:17,  1.36s/it, loss=0.672, pair=0.074, adv=3.601, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  30%|▎| 100/333 [02:16<05:17,  1.36s/it, loss=0.631, pair=0.018, adv=3.818, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  30%|▎| 101/333 [02:16<05:36,  1.45s/it, loss=0.631, pair=0.018, adv=3.818, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  30%|▎| 101/333 [02:17<05:36,  1.45s/it, loss=0.623, pair=0.016, adv=3.423, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  31%|▎| 102/333 [02:17<05:20,  1.39s/it, loss=0.623, pair=0.016, adv=3.423, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  31%|▎| 102/333 [02:19<05:20,  1.39s/it, loss=0.629, pair=0.064, adv=3.706, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  31%|▎| 103/333 [02:19<05:27,  1.42s/it, loss=0.629, pair=0.064, adv=3.706, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  31%|▎| 103/333 [02:20<05:27,  1.42s/it, loss=0.643, pair=0.125, adv=3.425, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  31%|▎| 104/333 [02:20<05:09,  1.35s/it, loss=0.643, pair=0.125, adv=3.425, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  31%|▎| 104/333 [02:21<05:09,  1.35s/it, loss=0.709, pair=0.090, adv=3.523, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  32%|▎| 105/333 [02:21<05:20,  1.40s/it, loss=0.709, pair=0.090, adv=3.523, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  32%|▎| 105/333 [02:23<05:20,  1.40s/it, loss=0.634, pair=0.016, adv=3.299, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  32%|▎| 106/333 [02:23<05:09,  1.37s/it, loss=0.634, pair=0.016, adv=3.299, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  32%|▎| 106/333 [02:24<05:09,  1.37s/it, loss=0.655, pair=0.036, adv=3.443, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  32%|▎| 107/333 [02:24<05:19,  1.41s/it, loss=0.655, pair=0.036, adv=3.443, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  32%|▎| 107/333 [02:25<05:19,  1.41s/it, loss=0.602, pair=0.033, adv=3.063, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  32%|▎| 108/333 [02:25<05:03,  1.35s/it, loss=0.602, pair=0.033, adv=3.063, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  32%|▎| 108/333 [02:27<05:03,  1.35s/it, loss=0.638, pair=0.058, adv=3.322, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  33%|▎| 109/333 [02:27<05:13,  1.40s/it, loss=0.638, pair=0.058, adv=3.322, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  33%|▎| 109/333 [02:28<05:13,  1.40s/it, loss=0.639, pair=0.044, adv=3.693, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:28<05:03,  1.36s/it, loss=0.639, pair=0.044, adv=3.693, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:30<05:03,  1.36s/it, loss=0.646, pair=0.058, adv=4.123, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:30<05:17,  1.43s/it, loss=0.646, pair=0.058, adv=4.123, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:31<05:17,  1.43s/it, loss=0.624, pair=0.015, adv=3.524, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:31<05:05,  1.38s/it, loss=0.624, pair=0.015, adv=3.524, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:33<05:05,  1.38s/it, loss=0.625, pair=0.030, adv=3.216, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:33<05:16,  1.44s/it, loss=0.625, pair=0.030, adv=3.216, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:34<05:16,  1.44s/it, loss=0.638, pair=0.140, adv=3.113, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:34<04:56,  1.35s/it, loss=0.638, pair=0.140, adv=3.113, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:35<04:56,  1.35s/it, loss=0.658, pair=0.048, adv=3.770, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:35<05:14,  1.44s/it, loss=0.658, pair=0.048, adv=3.770, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:37<05:14,  1.44s/it, loss=0.606, pair=0.044, adv=3.472, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:37<04:56,  1.37s/it, loss=0.606, pair=0.044, adv=3.472, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:38<04:56,  1.37s/it, loss=0.638, pair=0.064, adv=3.229, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:38<05:06,  1.42s/it, loss=0.638, pair=0.064, adv=3.229, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:39<05:06,  1.42s/it, loss=0.608, pair=0.043, adv=3.535, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:39<04:50,  1.35s/it, loss=0.608, pair=0.043, adv=3.535, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:41<04:50,  1.35s/it, loss=0.645, pair=0.059, adv=3.413, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:41<04:57,  1.39s/it, loss=0.645, pair=0.059, adv=3.413, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:42<04:57,  1.39s/it, loss=0.607, pair=0.006, adv=3.990, sprd=0.017
Ep 018/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:42<04:42,  1.33s/it, loss=0.607, pair=0.006, adv=3.990, sprd=0.017
Ep 018/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:44<04:42,  1.33s/it, loss=0.630, pair=0.023, adv=3.468, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:44<04:54,  1.39s/it, loss=0.630, pair=0.023, adv=3.468, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:45<04:54,  1.39s/it, loss=0.634, pair=0.049, adv=3.742, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:45<04:43,  1.34s/it, loss=0.634, pair=0.049, adv=3.742, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:46<04:43,  1.34s/it, loss=0.627, pair=0.017, adv=3.586, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:46<04:49,  1.38s/it, loss=0.627, pair=0.017, adv=3.586, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:47<04:49,  1.38s/it, loss=0.608, pair=0.017, adv=3.409, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:47<04:40,  1.34s/it, loss=0.608, pair=0.017, adv=3.409, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:49<04:40,  1.34s/it, loss=0.706, pair=0.038, adv=3.481, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:49<04:45,  1.37s/it, loss=0.706, pair=0.038, adv=3.481, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:50<04:45,  1.37s/it, loss=0.621, pair=0.018, adv=3.261, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:50<04:35,  1.33s/it, loss=0.621, pair=0.018, adv=3.261, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:52<04:35,  1.33s/it, loss=0.638, pair=0.015, adv=3.557, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:52<04:42,  1.37s/it, loss=0.638, pair=0.015, adv=3.557, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:53<04:42,  1.37s/it, loss=0.622, pair=0.057, adv=3.637, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:53<04:29,  1.32s/it, loss=0.622, pair=0.057, adv=3.637, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:54<04:29,  1.32s/it, loss=0.643, pair=0.025, adv=3.458, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:54<04:39,  1.37s/it, loss=0.643, pair=0.025, adv=3.458, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:55<04:39,  1.37s/it, loss=0.780, pair=0.014, adv=3.421, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:55<04:26,  1.31s/it, loss=0.780, pair=0.014, adv=3.421, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:57<04:26,  1.31s/it, loss=0.656, pair=0.065, adv=3.580, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:57<04:46,  1.42s/it, loss=0.656, pair=0.065, adv=3.580, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:58<04:46,  1.42s/it, loss=0.628, pair=0.043, adv=3.210, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:58<04:35,  1.37s/it, loss=0.628, pair=0.043, adv=3.210, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  40%|▍| 132/333 [03:00<04:35,  1.37s/it, loss=0.614, pair=0.033, adv=3.183, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  40%|▍| 133/333 [03:00<04:34,  1.37s/it, loss=0.614, pair=0.033, adv=3.183, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  40%|▍| 133/333 [03:01<04:34,  1.37s/it, loss=0.853, pair=0.032, adv=3.365, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  40%|▍| 134/333 [03:01<04:26,  1.34s/it, loss=0.853, pair=0.032, adv=3.365, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  40%|▍| 134/333 [03:03<04:26,  1.34s/it, loss=0.649, pair=0.044, adv=3.271, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  41%|▍| 135/333 [03:03<04:36,  1.40s/it, loss=0.649, pair=0.044, adv=3.271, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  41%|▍| 135/333 [03:04<04:36,  1.40s/it, loss=0.627, pair=0.090, adv=3.420, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  41%|▍| 136/333 [03:04<04:23,  1.34s/it, loss=0.627, pair=0.090, adv=3.420, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  41%|▍| 136/333 [03:05<04:23,  1.34s/it, loss=0.723, pair=0.022, adv=3.361, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  41%|▍| 137/333 [03:05<04:30,  1.38s/it, loss=0.723, pair=0.022, adv=3.361, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  41%|▍| 137/333 [03:06<04:30,  1.38s/it, loss=0.602, pair=0.037, adv=3.504, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  41%|▍| 138/333 [03:06<04:18,  1.33s/it, loss=0.602, pair=0.037, adv=3.504, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  41%|▍| 138/333 [03:08<04:18,  1.33s/it, loss=0.641, pair=0.046, adv=3.675, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  42%|▍| 139/333 [03:08<04:32,  1.41s/it, loss=0.641, pair=0.046, adv=3.675, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  42%|▍| 139/333 [03:09<04:32,  1.41s/it, loss=0.627, pair=0.024, adv=3.428, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  42%|▍| 140/333 [03:09<04:17,  1.33s/it, loss=0.627, pair=0.024, adv=3.428, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  42%|▍| 140/333 [03:11<04:17,  1.33s/it, loss=0.871, pair=0.036, adv=3.625, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  42%|▍| 141/333 [03:11<04:26,  1.39s/it, loss=0.871, pair=0.036, adv=3.625, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  42%|▍| 141/333 [03:12<04:26,  1.39s/it, loss=0.672, pair=0.174, adv=3.649, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  43%|▍| 142/333 [03:12<04:17,  1.35s/it, loss=0.672, pair=0.174, adv=3.649, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  43%|▍| 142/333 [03:13<04:17,  1.35s/it, loss=0.616, pair=0.023, adv=3.433, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  43%|▍| 143/333 [03:13<04:23,  1.39s/it, loss=0.616, pair=0.023, adv=3.433, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  43%|▍| 143/333 [03:15<04:23,  1.39s/it, loss=0.645, pair=0.142, adv=3.323, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  43%|▍| 144/333 [03:15<04:14,  1.34s/it, loss=0.645, pair=0.142, adv=3.323, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  43%|▍| 144/333 [03:16<04:14,  1.34s/it, loss=0.645, pair=0.116, adv=3.352, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  44%|▍| 145/333 [03:16<04:25,  1.41s/it, loss=0.645, pair=0.116, adv=3.352, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  44%|▍| 145/333 [03:18<04:25,  1.41s/it, loss=0.631, pair=0.017, adv=3.376, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  44%|▍| 146/333 [03:18<04:14,  1.36s/it, loss=0.631, pair=0.017, adv=3.376, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  44%|▍| 146/333 [03:19<04:14,  1.36s/it, loss=0.683, pair=0.180, adv=3.802, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  44%|▍| 147/333 [03:19<04:27,  1.44s/it, loss=0.683, pair=0.180, adv=3.802, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  44%|▍| 147/333 [03:20<04:27,  1.44s/it, loss=0.637, pair=0.035, adv=3.239, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  44%|▍| 148/333 [03:20<04:16,  1.38s/it, loss=0.637, pair=0.035, adv=3.239, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  44%|▍| 148/333 [03:22<04:16,  1.38s/it, loss=0.619, pair=0.064, adv=3.750, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  45%|▍| 149/333 [03:22<04:21,  1.42s/it, loss=0.619, pair=0.064, adv=3.750, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  45%|▍| 149/333 [03:23<04:21,  1.42s/it, loss=0.618, pair=0.037, adv=3.627, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  45%|▍| 150/333 [03:23<04:10,  1.37s/it, loss=0.618, pair=0.037, adv=3.627, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  45%|▍| 150/333 [03:25<04:10,  1.37s/it, loss=0.602, pair=0.031, adv=3.539, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  45%|▍| 151/333 [03:25<04:15,  1.40s/it, loss=0.602, pair=0.031, adv=3.539, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  45%|▍| 151/333 [03:26<04:15,  1.40s/it, loss=0.614, pair=0.058, adv=3.615, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  46%|▍| 152/333 [03:26<04:00,  1.33s/it, loss=0.614, pair=0.058, adv=3.615, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  46%|▍| 152/333 [03:27<04:00,  1.33s/it, loss=0.619, pair=0.032, adv=3.442, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  46%|▍| 153/333 [03:27<04:07,  1.38s/it, loss=0.619, pair=0.032, adv=3.442, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  46%|▍| 153/333 [03:29<04:07,  1.38s/it, loss=0.635, pair=0.104, adv=3.391, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  46%|▍| 154/333 [03:29<03:59,  1.34s/it, loss=0.635, pair=0.104, adv=3.391, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  46%|▍| 154/333 [03:30<03:59,  1.34s/it, loss=0.676, pair=0.012, adv=3.610, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  47%|▍| 155/333 [03:30<04:10,  1.41s/it, loss=0.676, pair=0.012, adv=3.610, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  47%|▍| 155/333 [03:31<04:10,  1.41s/it, loss=0.627, pair=0.048, adv=3.638, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  47%|▍| 156/333 [03:31<04:01,  1.36s/it, loss=0.627, pair=0.048, adv=3.638, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  47%|▍| 156/333 [03:33<04:01,  1.36s/it, loss=0.633, pair=0.049, adv=3.338, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  47%|▍| 157/333 [03:33<04:13,  1.44s/it, loss=0.633, pair=0.049, adv=3.338, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  47%|▍| 157/333 [03:34<04:13,  1.44s/it, loss=0.592, pair=0.036, adv=3.197, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  47%|▍| 158/333 [03:34<04:00,  1.38s/it, loss=0.592, pair=0.036, adv=3.197, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  47%|▍| 158/333 [03:36<04:00,  1.38s/it, loss=0.595, pair=0.041, adv=2.816, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  48%|▍| 159/333 [03:36<04:02,  1.40s/it, loss=0.595, pair=0.041, adv=2.816, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  48%|▍| 159/333 [03:37<04:02,  1.40s/it, loss=0.620, pair=0.050, adv=3.370, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  48%|▍| 160/333 [03:37<03:53,  1.35s/it, loss=0.620, pair=0.050, adv=3.370, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  48%|▍| 160/333 [03:38<03:53,  1.35s/it, loss=0.613, pair=0.068, adv=3.102, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  48%|▍| 161/333 [03:38<03:54,  1.36s/it, loss=0.613, pair=0.068, adv=3.102, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  48%|▍| 161/333 [03:39<03:54,  1.36s/it, loss=0.632, pair=0.100, adv=3.467, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  49%|▍| 162/333 [03:39<03:40,  1.29s/it, loss=0.632, pair=0.100, adv=3.467, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  49%|▍| 162/333 [03:41<03:40,  1.29s/it, loss=0.625, pair=0.067, adv=3.250, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  49%|▍| 163/333 [03:41<03:50,  1.36s/it, loss=0.625, pair=0.067, adv=3.250, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  49%|▍| 163/333 [03:42<03:50,  1.36s/it, loss=0.606, pair=0.007, adv=3.650, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:42<03:41,  1.31s/it, loss=0.606, pair=0.007, adv=3.650, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:44<03:41,  1.31s/it, loss=0.647, pair=0.119, adv=3.330, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:44<03:49,  1.36s/it, loss=0.647, pair=0.119, adv=3.330, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:45<03:49,  1.36s/it, loss=0.619, pair=0.010, adv=3.377, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:45<03:43,  1.34s/it, loss=0.619, pair=0.010, adv=3.377, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:46<03:43,  1.34s/it, loss=0.627, pair=0.008, adv=3.517, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:46<03:50,  1.39s/it, loss=0.627, pair=0.008, adv=3.517, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:48<03:50,  1.39s/it, loss=0.647, pair=0.050, adv=3.535, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:48<03:45,  1.37s/it, loss=0.647, pair=0.050, adv=3.535, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:49<03:45,  1.37s/it, loss=0.638, pair=0.062, adv=3.444, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:49<03:51,  1.41s/it, loss=0.638, pair=0.062, adv=3.444, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:51<03:51,  1.41s/it, loss=0.637, pair=0.028, adv=3.519, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:51<03:44,  1.38s/it, loss=0.637, pair=0.028, adv=3.519, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:52<03:44,  1.38s/it, loss=0.623, pair=0.050, adv=3.678, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:52<03:48,  1.41s/it, loss=0.623, pair=0.050, adv=3.678, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:53<03:48,  1.41s/it, loss=0.603, pair=0.073, adv=3.415, sprd=0.016
Ep 018/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:53<03:35,  1.34s/it, loss=0.603, pair=0.073, adv=3.415, sprd=0.016
Ep 018/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:55<03:35,  1.34s/it, loss=0.626, pair=0.014, adv=3.663, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:55<03:42,  1.39s/it, loss=0.626, pair=0.014, adv=3.663, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:56<03:42,  1.39s/it, loss=0.618, pair=0.003, adv=3.561, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:56<03:34,  1.35s/it, loss=0.618, pair=0.003, adv=3.561, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:58<03:34,  1.35s/it, loss=0.628, pair=0.025, adv=3.546, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:58<03:46,  1.43s/it, loss=0.628, pair=0.025, adv=3.546, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:59<03:46,  1.43s/it, loss=0.781, pair=0.034, adv=3.367, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:59<03:36,  1.38s/it, loss=0.781, pair=0.034, adv=3.367, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  53%|▌| 176/333 [04:00<03:36,  1.38s/it, loss=0.637, pair=0.025, adv=3.423, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  53%|▌| 177/333 [04:00<03:46,  1.45s/it, loss=0.637, pair=0.025, adv=3.423, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  53%|▌| 177/333 [04:02<03:46,  1.45s/it, loss=0.640, pair=0.051, adv=3.282, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  53%|▌| 178/333 [04:02<03:37,  1.40s/it, loss=0.640, pair=0.051, adv=3.282, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  53%|▌| 178/333 [04:03<03:37,  1.40s/it, loss=0.722, pair=0.024, adv=3.483, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  54%|▌| 179/333 [04:03<03:41,  1.44s/it, loss=0.722, pair=0.024, adv=3.483, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  54%|▌| 179/333 [04:05<03:41,  1.44s/it, loss=0.618, pair=0.032, adv=3.314, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  54%|▌| 180/333 [04:05<03:32,  1.39s/it, loss=0.618, pair=0.032, adv=3.314, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  54%|▌| 180/333 [04:06<03:32,  1.39s/it, loss=0.735, pair=0.048, adv=3.792, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  54%|▌| 181/333 [04:06<03:35,  1.42s/it, loss=0.735, pair=0.048, adv=3.792, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  54%|▌| 181/333 [04:07<03:35,  1.42s/it, loss=0.641, pair=0.072, adv=3.679, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  55%|▌| 182/333 [04:07<03:28,  1.38s/it, loss=0.641, pair=0.072, adv=3.679, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  55%|▌| 182/333 [04:09<03:28,  1.38s/it, loss=0.593, pair=0.035, adv=2.907, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  55%|▌| 183/333 [04:09<03:32,  1.41s/it, loss=0.593, pair=0.035, adv=2.907, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  55%|▌| 183/333 [04:10<03:32,  1.41s/it, loss=0.622, pair=0.018, adv=3.505, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  55%|▌| 184/333 [04:10<03:24,  1.37s/it, loss=0.622, pair=0.018, adv=3.505, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  55%|▌| 184/333 [04:12<03:24,  1.37s/it, loss=0.623, pair=0.014, adv=3.500, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  56%|▌| 185/333 [04:12<03:33,  1.44s/it, loss=0.623, pair=0.014, adv=3.500, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  56%|▌| 185/333 [04:13<03:33,  1.44s/it, loss=0.603, pair=0.026, adv=3.361, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  56%|▌| 186/333 [04:13<03:22,  1.38s/it, loss=0.603, pair=0.026, adv=3.361, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  56%|▌| 186/333 [04:14<03:22,  1.38s/it, loss=0.595, pair=0.042, adv=2.986, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  56%|▌| 187/333 [04:14<03:25,  1.41s/it, loss=0.595, pair=0.042, adv=2.986, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  56%|▌| 187/333 [04:16<03:25,  1.41s/it, loss=0.618, pair=0.030, adv=3.175, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  56%|▌| 188/333 [04:16<03:19,  1.37s/it, loss=0.618, pair=0.030, adv=3.175, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  56%|▌| 188/333 [04:17<03:19,  1.37s/it, loss=0.622, pair=0.062, adv=3.621, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  57%|▌| 189/333 [04:17<03:24,  1.42s/it, loss=0.622, pair=0.062, adv=3.621, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  57%|▌| 189/333 [04:18<03:24,  1.42s/it, loss=0.603, pair=0.070, adv=3.418, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  57%|▌| 190/333 [04:18<03:13,  1.36s/it, loss=0.603, pair=0.070, adv=3.418, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  57%|▌| 190/333 [04:20<03:13,  1.36s/it, loss=0.679, pair=0.121, adv=3.660, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  57%|▌| 191/333 [04:20<03:19,  1.40s/it, loss=0.679, pair=0.121, adv=3.660, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  57%|▌| 191/333 [04:21<03:19,  1.40s/it, loss=0.622, pair=0.073, adv=3.418, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  58%|▌| 192/333 [04:21<03:10,  1.35s/it, loss=0.622, pair=0.073, adv=3.418, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  58%|▌| 192/333 [04:23<03:10,  1.35s/it, loss=0.614, pair=0.034, adv=2.924, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  58%|▌| 193/333 [04:23<03:15,  1.40s/it, loss=0.614, pair=0.034, adv=2.924, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  58%|▌| 193/333 [04:24<03:15,  1.40s/it, loss=0.636, pair=0.046, adv=2.996, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  58%|▌| 194/333 [04:24<03:07,  1.35s/it, loss=0.636, pair=0.046, adv=2.996, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  58%|▌| 194/333 [04:25<03:07,  1.35s/it, loss=0.643, pair=0.054, adv=3.280, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  59%|▌| 195/333 [04:25<03:16,  1.42s/it, loss=0.643, pair=0.054, adv=3.280, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  59%|▌| 195/333 [04:27<03:16,  1.42s/it, loss=0.618, pair=0.036, adv=2.970, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  59%|▌| 196/333 [04:27<03:08,  1.37s/it, loss=0.618, pair=0.036, adv=2.970, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  59%|▌| 196/333 [04:28<03:08,  1.37s/it, loss=0.613, pair=0.053, adv=3.115, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  59%|▌| 197/333 [04:28<03:10,  1.40s/it, loss=0.613, pair=0.053, adv=3.115, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  59%|▌| 197/333 [04:29<03:10,  1.40s/it, loss=0.623, pair=0.022, adv=3.850, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  59%|▌| 198/333 [04:29<03:04,  1.36s/it, loss=0.623, pair=0.022, adv=3.850, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  59%|▌| 198/333 [04:31<03:04,  1.36s/it, loss=0.609, pair=0.044, adv=3.117, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  60%|▌| 199/333 [04:31<03:09,  1.41s/it, loss=0.609, pair=0.044, adv=3.117, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  60%|▌| 199/333 [04:32<03:09,  1.41s/it, loss=0.611, pair=0.025, adv=3.474, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  60%|▌| 200/333 [04:32<02:59,  1.35s/it, loss=0.611, pair=0.025, adv=3.474, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  60%|▌| 200/333 [04:34<02:59,  1.35s/it, loss=0.616, pair=0.026, adv=3.703, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  60%|▌| 201/333 [04:34<03:08,  1.43s/it, loss=0.616, pair=0.026, adv=3.703, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  60%|▌| 201/333 [04:35<03:08,  1.43s/it, loss=0.624, pair=0.107, adv=3.330, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  61%|▌| 202/333 [04:35<02:58,  1.36s/it, loss=0.624, pair=0.107, adv=3.330, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  61%|▌| 202/333 [04:37<02:58,  1.36s/it, loss=0.738, pair=0.040, adv=3.695, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  61%|▌| 203/333 [04:37<03:06,  1.43s/it, loss=0.738, pair=0.040, adv=3.695, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  61%|▌| 203/333 [04:38<03:06,  1.43s/it, loss=0.648, pair=0.198, adv=3.241, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  61%|▌| 204/333 [04:38<02:57,  1.38s/it, loss=0.648, pair=0.198, adv=3.241, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  61%|▌| 204/333 [04:39<02:57,  1.38s/it, loss=0.622, pair=0.058, adv=3.340, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  62%|▌| 205/333 [04:39<03:01,  1.42s/it, loss=0.622, pair=0.058, adv=3.340, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  62%|▌| 205/333 [04:41<03:01,  1.42s/it, loss=0.647, pair=0.173, adv=3.356, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  62%|▌| 206/333 [04:41<02:53,  1.37s/it, loss=0.647, pair=0.173, adv=3.356, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  62%|▌| 206/333 [04:42<02:53,  1.37s/it, loss=0.670, pair=0.139, adv=3.627, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  62%|▌| 207/333 [04:42<03:02,  1.45s/it, loss=0.670, pair=0.139, adv=3.627, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  62%|▌| 207/333 [04:44<03:02,  1.45s/it, loss=0.641, pair=0.086, adv=3.411, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  62%|▌| 208/333 [04:44<02:54,  1.40s/it, loss=0.641, pair=0.086, adv=3.411, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  62%|▌| 208/333 [04:45<02:54,  1.40s/it, loss=0.714, pair=0.043, adv=3.284, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  63%|▋| 209/333 [04:45<02:57,  1.43s/it, loss=0.714, pair=0.043, adv=3.284, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  63%|▋| 209/333 [04:46<02:57,  1.43s/it, loss=0.613, pair=0.060, adv=3.404, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  63%|▋| 210/333 [04:46<02:40,  1.30s/it, loss=0.613, pair=0.060, adv=3.404, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  63%|▋| 210/333 [04:48<02:40,  1.30s/it, loss=0.607, pair=0.069, adv=3.163, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  63%|▋| 211/333 [04:48<02:45,  1.36s/it, loss=0.607, pair=0.069, adv=3.163, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  63%|▋| 211/333 [04:49<02:45,  1.36s/it, loss=0.614, pair=0.023, adv=3.337, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  64%|▋| 212/333 [04:49<02:40,  1.33s/it, loss=0.614, pair=0.023, adv=3.337, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  64%|▋| 212/333 [04:50<02:40,  1.33s/it, loss=0.611, pair=0.033, adv=3.733, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  64%|▋| 213/333 [04:50<02:49,  1.41s/it, loss=0.611, pair=0.033, adv=3.733, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  64%|▋| 213/333 [04:52<02:49,  1.41s/it, loss=0.611, pair=0.026, adv=3.465, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  64%|▋| 214/333 [04:52<02:41,  1.36s/it, loss=0.611, pair=0.026, adv=3.465, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  64%|▋| 214/333 [04:53<02:41,  1.36s/it, loss=0.632, pair=0.020, adv=3.536, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  65%|▋| 215/333 [04:53<02:47,  1.42s/it, loss=0.632, pair=0.020, adv=3.536, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  65%|▋| 215/333 [04:55<02:47,  1.42s/it, loss=0.654, pair=0.039, adv=3.679, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  65%|▋| 216/333 [04:55<02:42,  1.39s/it, loss=0.654, pair=0.039, adv=3.679, sprd=0.033
Ep 018/60 [S1→S2:ramp]:  65%|▋| 216/333 [04:56<02:42,  1.39s/it, loss=0.613, pair=0.042, adv=3.990, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  65%|▋| 217/333 [04:56<02:46,  1.44s/it, loss=0.613, pair=0.042, adv=3.990, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  65%|▋| 217/333 [04:57<02:46,  1.44s/it, loss=0.621, pair=0.045, adv=3.811, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:57<02:39,  1.39s/it, loss=0.621, pair=0.045, adv=3.811, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:59<02:39,  1.39s/it, loss=0.614, pair=0.016, adv=3.832, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  66%|▋| 219/333 [04:59<02:43,  1.43s/it, loss=0.614, pair=0.016, adv=3.832, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  66%|▋| 219/333 [05:00<02:43,  1.43s/it, loss=0.606, pair=0.021, adv=3.339, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  66%|▋| 220/333 [05:00<02:29,  1.32s/it, loss=0.606, pair=0.021, adv=3.339, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  66%|▋| 220/333 [05:02<02:29,  1.32s/it, loss=0.618, pair=0.031, adv=3.402, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  66%|▋| 221/333 [05:02<02:34,  1.38s/it, loss=0.618, pair=0.031, adv=3.402, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  66%|▋| 221/333 [05:03<02:34,  1.38s/it, loss=0.582, pair=0.031, adv=2.953, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  67%|▋| 222/333 [05:03<02:27,  1.33s/it, loss=0.582, pair=0.031, adv=2.953, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  67%|▋| 222/333 [05:04<02:27,  1.33s/it, loss=0.599, pair=0.024, adv=3.420, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  67%|▋| 223/333 [05:04<02:33,  1.40s/it, loss=0.599, pair=0.024, adv=3.420, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  67%|▋| 223/333 [05:06<02:33,  1.40s/it, loss=0.611, pair=0.029, adv=3.290, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  67%|▋| 224/333 [05:06<02:27,  1.36s/it, loss=0.611, pair=0.029, adv=3.290, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  67%|▋| 224/333 [05:07<02:27,  1.36s/it, loss=0.644, pair=0.033, adv=3.301, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  68%|▋| 225/333 [05:07<02:32,  1.41s/it, loss=0.644, pair=0.033, adv=3.301, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  68%|▋| 225/333 [05:08<02:32,  1.41s/it, loss=0.613, pair=0.036, adv=3.501, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  68%|▋| 226/333 [05:08<02:25,  1.36s/it, loss=0.613, pair=0.036, adv=3.501, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  68%|▋| 226/333 [05:10<02:25,  1.36s/it, loss=0.618, pair=0.031, adv=3.363, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  68%|▋| 227/333 [05:10<02:29,  1.41s/it, loss=0.618, pair=0.031, adv=3.363, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  68%|▋| 227/333 [05:11<02:29,  1.41s/it, loss=0.617, pair=0.041, adv=3.950, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  68%|▋| 228/333 [05:11<02:24,  1.37s/it, loss=0.617, pair=0.041, adv=3.950, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  68%|▋| 228/333 [05:13<02:24,  1.37s/it, loss=0.655, pair=0.048, adv=3.644, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  69%|▋| 229/333 [05:13<02:31,  1.46s/it, loss=0.655, pair=0.048, adv=3.644, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  69%|▋| 229/333 [05:14<02:31,  1.46s/it, loss=0.611, pair=0.075, adv=3.441, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  69%|▋| 230/333 [05:14<02:19,  1.35s/it, loss=0.611, pair=0.075, adv=3.441, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  69%|▋| 230/333 [05:15<02:19,  1.35s/it, loss=0.620, pair=0.055, adv=3.422, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  69%|▋| 231/333 [05:15<02:23,  1.40s/it, loss=0.620, pair=0.055, adv=3.422, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  69%|▋| 231/333 [05:17<02:23,  1.40s/it, loss=0.609, pair=0.101, adv=3.000, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  70%|▋| 232/333 [05:17<02:16,  1.35s/it, loss=0.609, pair=0.101, adv=3.000, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  70%|▋| 232/333 [05:18<02:16,  1.35s/it, loss=0.661, pair=0.081, adv=3.417, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  70%|▋| 233/333 [05:18<02:21,  1.42s/it, loss=0.661, pair=0.081, adv=3.417, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  70%|▋| 233/333 [05:19<02:21,  1.42s/it, loss=0.603, pair=0.015, adv=3.495, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  70%|▋| 234/333 [05:19<02:15,  1.37s/it, loss=0.603, pair=0.015, adv=3.495, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  70%|▋| 234/333 [05:21<02:15,  1.37s/it, loss=0.631, pair=0.031, adv=3.491, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  71%|▋| 235/333 [05:21<02:20,  1.43s/it, loss=0.631, pair=0.031, adv=3.491, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  71%|▋| 235/333 [05:22<02:20,  1.43s/it, loss=0.588, pair=0.083, adv=3.100, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  71%|▋| 236/333 [05:22<02:11,  1.36s/it, loss=0.588, pair=0.083, adv=3.100, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  71%|▋| 236/333 [05:24<02:11,  1.36s/it, loss=0.644, pair=0.085, adv=3.464, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  71%|▋| 237/333 [05:24<02:17,  1.43s/it, loss=0.644, pair=0.085, adv=3.464, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  71%|▋| 237/333 [05:25<02:17,  1.43s/it, loss=0.608, pair=0.099, adv=3.019, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  71%|▋| 238/333 [05:25<02:11,  1.38s/it, loss=0.608, pair=0.099, adv=3.019, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  71%|▋| 238/333 [05:27<02:11,  1.38s/it, loss=0.622, pair=0.033, adv=3.726, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  72%|▋| 239/333 [05:27<02:15,  1.44s/it, loss=0.622, pair=0.033, adv=3.726, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  72%|▋| 239/333 [05:28<02:15,  1.44s/it, loss=0.604, pair=0.040, adv=3.229, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  72%|▋| 240/333 [05:28<02:04,  1.34s/it, loss=0.604, pair=0.040, adv=3.229, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  72%|▋| 240/333 [05:29<02:04,  1.34s/it, loss=0.609, pair=0.023, adv=3.262, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  72%|▋| 241/333 [05:29<02:10,  1.42s/it, loss=0.609, pair=0.023, adv=3.262, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  72%|▋| 241/333 [05:31<02:10,  1.42s/it, loss=0.645, pair=0.072, adv=3.312, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  73%|▋| 242/333 [05:31<02:05,  1.38s/it, loss=0.645, pair=0.072, adv=3.312, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  73%|▋| 242/333 [05:32<02:05,  1.38s/it, loss=0.628, pair=0.041, adv=3.166, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  73%|▋| 243/333 [05:32<02:09,  1.44s/it, loss=0.628, pair=0.041, adv=3.166, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  73%|▋| 243/333 [05:34<02:09,  1.44s/it, loss=0.612, pair=0.032, adv=3.297, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  73%|▋| 244/333 [05:34<02:03,  1.39s/it, loss=0.612, pair=0.032, adv=3.297, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  73%|▋| 244/333 [05:35<02:03,  1.39s/it, loss=0.638, pair=0.042, adv=3.587, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  74%|▋| 245/333 [05:35<02:05,  1.43s/it, loss=0.638, pair=0.042, adv=3.587, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  74%|▋| 245/333 [05:36<02:05,  1.43s/it, loss=0.688, pair=0.006, adv=3.596, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  74%|▋| 246/333 [05:36<02:00,  1.38s/it, loss=0.688, pair=0.006, adv=3.596, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  74%|▋| 246/333 [05:38<02:00,  1.38s/it, loss=0.617, pair=0.043, adv=3.373, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  74%|▋| 247/333 [05:38<02:03,  1.44s/it, loss=0.617, pair=0.043, adv=3.373, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  74%|▋| 247/333 [05:39<02:03,  1.44s/it, loss=0.604, pair=0.051, adv=3.368, sprd=0.017
Ep 018/60 [S1→S2:ramp]:  74%|▋| 248/333 [05:39<01:55,  1.36s/it, loss=0.604, pair=0.051, adv=3.368, sprd=0.017
Ep 018/60 [S1→S2:ramp]:  74%|▋| 248/333 [05:41<01:55,  1.36s/it, loss=0.656, pair=0.065, adv=3.608, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  75%|▋| 249/333 [05:41<01:59,  1.42s/it, loss=0.656, pair=0.065, adv=3.608, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  75%|▋| 249/333 [05:42<01:59,  1.42s/it, loss=0.640, pair=0.059, adv=3.588, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  75%|▊| 250/333 [05:42<01:51,  1.35s/it, loss=0.640, pair=0.059, adv=3.588, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  75%|▊| 250/333 [05:43<01:51,  1.35s/it, loss=0.651, pair=0.071, adv=2.927, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  75%|▊| 251/333 [05:43<01:56,  1.41s/it, loss=0.651, pair=0.071, adv=2.927, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  75%|▊| 251/333 [05:45<01:56,  1.41s/it, loss=0.580, pair=0.081, adv=2.995, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  76%|▊| 252/333 [05:45<01:48,  1.34s/it, loss=0.580, pair=0.081, adv=2.995, sprd=0.018
Ep 018/60 [S1→S2:ramp]:  76%|▊| 252/333 [05:46<01:48,  1.34s/it, loss=0.730, pair=0.047, adv=3.597, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  76%|▊| 253/333 [05:46<01:51,  1.40s/it, loss=0.730, pair=0.047, adv=3.597, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  76%|▊| 253/333 [05:47<01:51,  1.40s/it, loss=0.645, pair=0.035, adv=3.499, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  76%|▊| 254/333 [05:47<01:48,  1.37s/it, loss=0.645, pair=0.035, adv=3.499, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  76%|▊| 254/333 [05:49<01:48,  1.37s/it, loss=0.648, pair=0.033, adv=3.671, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  77%|▊| 255/333 [05:49<01:51,  1.44s/it, loss=0.648, pair=0.033, adv=3.671, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  77%|▊| 255/333 [05:50<01:51,  1.44s/it, loss=0.621, pair=0.024, adv=3.569, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  77%|▊| 256/333 [05:50<01:46,  1.38s/it, loss=0.621, pair=0.024, adv=3.569, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  77%|▊| 256/333 [05:52<01:46,  1.38s/it, loss=0.669, pair=0.058, adv=3.390, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  77%|▊| 257/333 [05:52<01:52,  1.48s/it, loss=0.669, pair=0.058, adv=3.390, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  77%|▊| 257/333 [05:53<01:52,  1.48s/it, loss=0.645, pair=0.045, adv=3.523, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  77%|▊| 258/333 [05:53<01:47,  1.43s/it, loss=0.645, pair=0.045, adv=3.523, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  77%|▊| 258/333 [05:55<01:47,  1.43s/it, loss=0.651, pair=0.052, adv=3.579, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  78%|▊| 259/333 [05:55<01:50,  1.49s/it, loss=0.651, pair=0.052, adv=3.579, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  78%|▊| 259/333 [05:56<01:50,  1.49s/it, loss=0.642, pair=0.081, adv=3.266, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  78%|▊| 260/333 [05:56<01:39,  1.37s/it, loss=0.642, pair=0.081, adv=3.266, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  78%|▊| 260/333 [05:58<01:39,  1.37s/it, loss=0.631, pair=0.034, adv=3.414, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  78%|▊| 261/333 [05:58<01:43,  1.44s/it, loss=0.631, pair=0.034, adv=3.414, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  78%|▊| 261/333 [05:59<01:43,  1.44s/it, loss=0.629, pair=0.050, adv=3.032, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  79%|▊| 262/333 [05:59<01:38,  1.38s/it, loss=0.629, pair=0.050, adv=3.032, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  79%|▊| 262/333 [06:00<01:38,  1.38s/it, loss=0.637, pair=0.020, adv=3.523, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  79%|▊| 263/333 [06:00<01:40,  1.43s/it, loss=0.637, pair=0.020, adv=3.523, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  79%|▊| 263/333 [06:02<01:40,  1.43s/it, loss=0.601, pair=0.025, adv=3.163, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  79%|▊| 264/333 [06:02<01:34,  1.37s/it, loss=0.601, pair=0.025, adv=3.163, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  79%|▊| 264/333 [06:03<01:34,  1.37s/it, loss=0.618, pair=0.022, adv=3.317, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  80%|▊| 265/333 [06:03<01:35,  1.40s/it, loss=0.618, pair=0.022, adv=3.317, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  80%|▊| 265/333 [06:04<01:35,  1.40s/it, loss=0.593, pair=0.046, adv=3.138, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  80%|▊| 266/333 [06:04<01:29,  1.34s/it, loss=0.593, pair=0.046, adv=3.138, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  80%|▊| 266/333 [06:06<01:29,  1.34s/it, loss=0.629, pair=0.031, adv=3.411, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  80%|▊| 267/333 [06:06<01:33,  1.42s/it, loss=0.629, pair=0.031, adv=3.411, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  80%|▊| 267/333 [06:07<01:33,  1.42s/it, loss=0.626, pair=0.039, adv=3.268, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  80%|▊| 268/333 [06:07<01:24,  1.30s/it, loss=0.626, pair=0.039, adv=3.268, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  80%|▊| 268/333 [06:08<01:24,  1.30s/it, loss=0.660, pair=0.073, adv=3.627, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  81%|▊| 269/333 [06:08<01:28,  1.38s/it, loss=0.660, pair=0.073, adv=3.627, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  81%|▊| 269/333 [06:10<01:28,  1.38s/it, loss=0.622, pair=0.032, adv=3.186, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  81%|▊| 270/333 [06:10<01:25,  1.36s/it, loss=0.622, pair=0.032, adv=3.186, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  81%|▊| 270/333 [06:11<01:25,  1.36s/it, loss=0.633, pair=0.031, adv=3.580, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  81%|▊| 271/333 [06:11<01:27,  1.40s/it, loss=0.633, pair=0.031, adv=3.580, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  81%|▊| 271/333 [06:13<01:27,  1.40s/it, loss=0.642, pair=0.055, adv=3.203, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  82%|▊| 272/333 [06:13<01:24,  1.38s/it, loss=0.642, pair=0.055, adv=3.203, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  82%|▊| 272/333 [06:14<01:24,  1.38s/it, loss=0.634, pair=0.063, adv=3.154, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  82%|▊| 273/333 [06:14<01:27,  1.46s/it, loss=0.634, pair=0.063, adv=3.154, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  82%|▊| 273/333 [06:16<01:27,  1.46s/it, loss=0.635, pair=0.056, adv=3.503, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  82%|▊| 274/333 [06:16<01:23,  1.42s/it, loss=0.635, pair=0.056, adv=3.503, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  82%|▊| 274/333 [06:17<01:23,  1.42s/it, loss=0.639, pair=0.050, adv=3.594, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  83%|▊| 275/333 [06:17<01:25,  1.48s/it, loss=0.639, pair=0.050, adv=3.594, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  83%|▊| 275/333 [06:19<01:25,  1.48s/it, loss=0.642, pair=0.018, adv=3.441, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  83%|▊| 276/333 [06:19<01:21,  1.44s/it, loss=0.642, pair=0.018, adv=3.441, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  83%|▊| 276/333 [06:20<01:21,  1.44s/it, loss=0.621, pair=0.053, adv=3.234, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  83%|▊| 277/333 [06:20<01:21,  1.45s/it, loss=0.621, pair=0.053, adv=3.234, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  83%|▊| 277/333 [06:21<01:21,  1.45s/it, loss=0.632, pair=0.068, adv=3.682, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  83%|▊| 278/333 [06:21<01:17,  1.40s/it, loss=0.632, pair=0.068, adv=3.682, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  83%|▊| 278/333 [06:23<01:17,  1.40s/it, loss=0.641, pair=0.015, adv=3.596, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  84%|▊| 279/333 [06:23<01:19,  1.47s/it, loss=0.641, pair=0.015, adv=3.596, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  84%|▊| 279/333 [06:24<01:19,  1.47s/it, loss=0.607, pair=0.004, adv=3.331, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  84%|▊| 280/333 [06:24<01:14,  1.41s/it, loss=0.607, pair=0.004, adv=3.331, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  84%|▊| 280/333 [06:26<01:14,  1.41s/it, loss=0.630, pair=0.021, adv=3.274, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  84%|▊| 281/333 [06:26<01:15,  1.44s/it, loss=0.630, pair=0.021, adv=3.274, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  84%|▊| 281/333 [06:27<01:15,  1.44s/it, loss=0.691, pair=0.060, adv=3.357, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  85%|▊| 282/333 [06:27<01:11,  1.39s/it, loss=0.691, pair=0.060, adv=3.357, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  85%|▊| 282/333 [06:29<01:11,  1.39s/it, loss=0.597, pair=0.021, adv=3.295, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  85%|▊| 283/333 [06:29<01:11,  1.43s/it, loss=0.597, pair=0.021, adv=3.295, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  85%|▊| 283/333 [06:30<01:11,  1.43s/it, loss=0.857, pair=1.163, adv=3.327, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  85%|▊| 284/333 [06:30<01:07,  1.38s/it, loss=0.857, pair=1.163, adv=3.327, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  85%|▊| 284/333 [06:31<01:07,  1.38s/it, loss=0.637, pair=0.045, adv=3.553, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  86%|▊| 285/333 [06:31<01:09,  1.44s/it, loss=0.637, pair=0.045, adv=3.553, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  86%|▊| 285/333 [06:33<01:09,  1.44s/it, loss=0.633, pair=0.118, adv=3.161, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  86%|▊| 286/333 [06:33<01:05,  1.40s/it, loss=0.633, pair=0.118, adv=3.161, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  86%|▊| 286/333 [06:34<01:05,  1.40s/it, loss=0.665, pair=0.096, adv=3.851, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  86%|▊| 287/333 [06:34<01:08,  1.49s/it, loss=0.665, pair=0.096, adv=3.851, sprd=0.031
Ep 018/60 [S1→S2:ramp]:  86%|▊| 287/333 [06:36<01:08,  1.49s/it, loss=0.653, pair=0.128, adv=3.942, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  86%|▊| 288/333 [06:36<01:04,  1.44s/it, loss=0.653, pair=0.128, adv=3.942, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  86%|▊| 288/333 [06:37<01:04,  1.44s/it, loss=0.627, pair=0.041, adv=3.392, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  87%|▊| 289/333 [06:37<01:04,  1.46s/it, loss=0.627, pair=0.041, adv=3.392, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  87%|▊| 289/333 [06:38<01:04,  1.46s/it, loss=0.632, pair=0.083, adv=3.617, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  87%|▊| 290/333 [06:38<01:00,  1.40s/it, loss=0.632, pair=0.083, adv=3.617, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  87%|▊| 290/333 [06:40<01:00,  1.40s/it, loss=0.656, pair=0.104, adv=3.924, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  87%|▊| 291/333 [06:40<01:01,  1.46s/it, loss=0.656, pair=0.104, adv=3.924, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  87%|▊| 291/333 [06:41<01:01,  1.46s/it, loss=0.605, pair=0.012, adv=3.552, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  88%|▉| 292/333 [06:41<00:57,  1.40s/it, loss=0.605, pair=0.012, adv=3.552, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  88%|▉| 292/333 [06:43<00:57,  1.40s/it, loss=0.797, pair=0.047, adv=3.692, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  88%|▉| 293/333 [06:43<00:57,  1.44s/it, loss=0.797, pair=0.047, adv=3.692, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  88%|▉| 293/333 [06:44<00:57,  1.44s/it, loss=0.628, pair=0.042, adv=3.637, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  88%|▉| 294/333 [06:44<00:54,  1.40s/it, loss=0.628, pair=0.042, adv=3.637, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  88%|▉| 294/333 [06:46<00:54,  1.40s/it, loss=0.668, pair=0.134, adv=3.327, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  89%|▉| 295/333 [06:46<00:54,  1.44s/it, loss=0.668, pair=0.134, adv=3.327, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  89%|▉| 295/333 [06:47<00:54,  1.44s/it, loss=0.624, pair=0.032, adv=3.825, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  89%|▉| 296/333 [06:47<00:51,  1.40s/it, loss=0.624, pair=0.032, adv=3.825, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  89%|▉| 296/333 [06:49<00:51,  1.40s/it, loss=0.623, pair=0.043, adv=3.448, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  89%|▉| 297/333 [06:49<00:52,  1.46s/it, loss=0.623, pair=0.043, adv=3.448, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  89%|▉| 297/333 [06:50<00:52,  1.46s/it, loss=0.610, pair=0.059, adv=3.083, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  89%|▉| 298/333 [06:50<00:49,  1.40s/it, loss=0.610, pair=0.059, adv=3.083, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  89%|▉| 298/333 [06:51<00:49,  1.40s/it, loss=0.615, pair=0.067, adv=3.000, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  90%|▉| 299/333 [06:51<00:48,  1.43s/it, loss=0.615, pair=0.067, adv=3.000, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  90%|▉| 299/333 [06:53<00:48,  1.43s/it, loss=0.653, pair=0.129, adv=3.544, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  90%|▉| 300/333 [06:53<00:46,  1.40s/it, loss=0.653, pair=0.129, adv=3.544, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  90%|▉| 300/333 [06:54<00:46,  1.40s/it, loss=0.731, pair=0.060, adv=3.328, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  90%|▉| 301/333 [06:54<00:45,  1.41s/it, loss=0.731, pair=0.060, adv=3.328, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  90%|▉| 301/333 [06:55<00:45,  1.41s/it, loss=0.640, pair=0.056, adv=3.377, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  91%|▉| 302/333 [06:55<00:42,  1.39s/it, loss=0.640, pair=0.056, adv=3.377, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  91%|▉| 302/333 [06:57<00:42,  1.39s/it, loss=0.616, pair=0.051, adv=2.947, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  91%|▉| 303/333 [06:57<00:43,  1.46s/it, loss=0.616, pair=0.051, adv=2.947, sprd=0.019
Ep 018/60 [S1→S2:ramp]:  91%|▉| 303/333 [06:58<00:43,  1.46s/it, loss=0.632, pair=0.048, adv=3.551, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  91%|▉| 304/333 [06:58<00:40,  1.41s/it, loss=0.632, pair=0.048, adv=3.551, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  91%|▉| 304/333 [07:00<00:40,  1.41s/it, loss=0.646, pair=0.041, adv=3.634, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  92%|▉| 305/333 [07:00<00:40,  1.46s/it, loss=0.646, pair=0.041, adv=3.634, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  92%|▉| 305/333 [07:01<00:40,  1.46s/it, loss=0.600, pair=0.031, adv=3.184, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  92%|▉| 306/333 [07:01<00:37,  1.39s/it, loss=0.600, pair=0.031, adv=3.184, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  92%|▉| 306/333 [07:03<00:37,  1.39s/it, loss=0.628, pair=0.053, adv=3.634, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  92%|▉| 307/333 [07:03<00:37,  1.45s/it, loss=0.628, pair=0.053, adv=3.634, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  92%|▉| 307/333 [07:04<00:37,  1.45s/it, loss=0.632, pair=0.077, adv=3.157, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  92%|▉| 308/333 [07:04<00:35,  1.42s/it, loss=0.632, pair=0.077, adv=3.157, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  92%|▉| 308/333 [07:06<00:35,  1.42s/it, loss=0.685, pair=0.233, adv=3.213, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  93%|▉| 309/333 [07:06<00:34,  1.45s/it, loss=0.685, pair=0.233, adv=3.213, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  93%|▉| 309/333 [07:07<00:34,  1.45s/it, loss=0.625, pair=0.091, adv=3.530, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  93%|▉| 310/333 [07:07<00:32,  1.39s/it, loss=0.625, pair=0.091, adv=3.530, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  93%|▉| 310/333 [07:08<00:32,  1.39s/it, loss=0.630, pair=0.051, adv=3.098, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  93%|▉| 311/333 [07:08<00:31,  1.45s/it, loss=0.630, pair=0.051, adv=3.098, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  93%|▉| 311/333 [07:10<00:31,  1.45s/it, loss=0.629, pair=0.042, adv=3.232, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  94%|▉| 312/333 [07:10<00:29,  1.40s/it, loss=0.629, pair=0.042, adv=3.232, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  94%|▉| 312/333 [07:11<00:29,  1.40s/it, loss=0.649, pair=0.049, adv=3.335, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  94%|▉| 313/333 [07:11<00:29,  1.47s/it, loss=0.649, pair=0.049, adv=3.335, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  94%|▉| 313/333 [07:13<00:29,  1.47s/it, loss=0.577, pair=0.050, adv=3.033, sprd=0.017
Ep 018/60 [S1→S2:ramp]:  94%|▉| 314/333 [07:13<00:26,  1.39s/it, loss=0.577, pair=0.050, adv=3.033, sprd=0.017
Ep 018/60 [S1→S2:ramp]:  94%|▉| 314/333 [07:14<00:26,  1.39s/it, loss=0.635, pair=0.031, adv=3.555, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  95%|▉| 315/333 [07:14<00:26,  1.45s/it, loss=0.635, pair=0.031, adv=3.555, sprd=0.026
Ep 018/60 [S1→S2:ramp]:  95%|▉| 315/333 [07:15<00:26,  1.45s/it, loss=0.621, pair=0.044, adv=3.612, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  95%|▉| 316/333 [07:15<00:23,  1.40s/it, loss=0.621, pair=0.044, adv=3.612, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  95%|▉| 316/333 [07:17<00:23,  1.40s/it, loss=0.625, pair=0.045, adv=3.266, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  95%|▉| 317/333 [07:17<00:23,  1.46s/it, loss=0.625, pair=0.045, adv=3.266, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  95%|▉| 317/333 [07:18<00:23,  1.46s/it, loss=0.638, pair=0.055, adv=3.423, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  95%|▉| 318/333 [07:18<00:21,  1.42s/it, loss=0.638, pair=0.055, adv=3.423, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  95%|▉| 318/333 [07:20<00:21,  1.42s/it, loss=0.606, pair=0.020, adv=3.275, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  96%|▉| 319/333 [07:20<00:20,  1.46s/it, loss=0.606, pair=0.020, adv=3.275, sprd=0.021
Ep 018/60 [S1→S2:ramp]:  96%|▉| 319/333 [07:21<00:20,  1.46s/it, loss=0.650, pair=0.067, adv=3.567, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  96%|▉| 320/333 [07:21<00:18,  1.42s/it, loss=0.650, pair=0.067, adv=3.567, sprd=0.028
Ep 018/60 [S1→S2:ramp]:  96%|▉| 320/333 [07:23<00:18,  1.42s/it, loss=0.607, pair=0.061, adv=3.129, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  96%|▉| 321/333 [07:23<00:17,  1.43s/it, loss=0.607, pair=0.061, adv=3.129, sprd=0.024
Ep 018/60 [S1→S2:ramp]:  96%|▉| 321/333 [07:24<00:17,  1.43s/it, loss=0.637, pair=0.031, adv=3.478, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  97%|▉| 322/333 [07:24<00:15,  1.39s/it, loss=0.637, pair=0.031, adv=3.478, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  97%|▉| 322/333 [07:26<00:15,  1.39s/it, loss=0.654, pair=0.050, adv=3.989, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  97%|▉| 323/333 [07:26<00:14,  1.48s/it, loss=0.654, pair=0.050, adv=3.989, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  97%|▉| 323/333 [07:27<00:14,  1.48s/it, loss=0.639, pair=0.033, adv=3.288, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  97%|▉| 324/333 [07:27<00:12,  1.43s/it, loss=0.639, pair=0.033, adv=3.288, sprd=0.030
Ep 018/60 [S1→S2:ramp]:  97%|▉| 324/333 [07:28<00:12,  1.43s/it, loss=0.631, pair=0.041, adv=3.303, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  98%|▉| 325/333 [07:28<00:11,  1.44s/it, loss=0.631, pair=0.041, adv=3.303, sprd=0.020
Ep 018/60 [S1→S2:ramp]:  98%|▉| 325/333 [07:30<00:11,  1.44s/it, loss=0.643, pair=0.027, adv=3.517, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  98%|▉| 326/333 [07:30<00:09,  1.38s/it, loss=0.643, pair=0.027, adv=3.517, sprd=0.022
Ep 018/60 [S1→S2:ramp]:  98%|▉| 326/333 [07:31<00:09,  1.38s/it, loss=0.654, pair=0.059, adv=3.374, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  98%|▉| 327/333 [07:31<00:08,  1.46s/it, loss=0.654, pair=0.059, adv=3.374, sprd=0.025
Ep 018/60 [S1→S2:ramp]:  98%|▉| 327/333 [07:33<00:08,  1.46s/it, loss=0.641, pair=0.044, adv=3.493, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  98%|▉| 328/333 [07:33<00:07,  1.41s/it, loss=0.641, pair=0.044, adv=3.493, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  98%|▉| 328/333 [07:34<00:07,  1.41s/it, loss=0.633, pair=0.053, adv=3.438, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  99%|▉| 329/333 [07:34<00:05,  1.46s/it, loss=0.633, pair=0.053, adv=3.438, sprd=0.027
Ep 018/60 [S1→S2:ramp]:  99%|▉| 329/333 [07:36<00:05,  1.46s/it, loss=0.634, pair=0.073, adv=3.152, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  99%|▉| 330/333 [07:36<00:04,  1.41s/it, loss=0.634, pair=0.073, adv=3.152, sprd=0.029
Ep 018/60 [S1→S2:ramp]:  99%|▉| 330/333 [07:37<00:04,  1.41s/it, loss=0.623, pair=0.071, adv=3.479, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  99%|▉| 331/333 [07:37<00:02,  1.41s/it, loss=0.623, pair=0.071, adv=3.479, sprd=0.023
Ep 018/60 [S1→S2:ramp]:  99%|▉| 331/333 [07:38<00:02,  1.41s/it, loss=0.642, pair=0.066, adv=3.481, sprd=0.025
Ep 018/60 [S1→S2:ramp]: 100%|▉| 332/333 [07:38<00:01,  1.38s/it, loss=0.642, pair=0.066, adv=3.481, sprd=0.025
Ep 018/60 [S1→S2:ramp]: 100%|▉| 332/333 [07:40<00:01,  1.38s/it, loss=0.637, pair=0.047, adv=3.449, sprd=0.025
Ep 018/60 [S1→S2:ramp]: 100%|█| 333/333 [07:40<00:00,  1.45s/it, loss=0.637, pair=0.047, adv=3.449, sprd=0.025
                                                                                                              
Epoch 018/60 [S1→S2:ramp]  loss=0.6363  mat=0.3233  sens=1.0498  pair=0.0556  adv=3.4623(rand=3.37)  deg=0.0106  orth=0.0135  spread=0.0244  q_mean=50.2  q_std=15.1  α=0.24 β=0.21 γ=0.72 λ_grl=0.600  lr=8.24e-05  460s

Ep 019/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 019/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.736, pair=0.091, adv=3.470, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<09:50,  1.78s/it, loss=0.736, pair=0.091, adv=3.470, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   0%|  | 1/333 [00:03<09:50,  1.78s/it, loss=0.642, pair=0.021, adv=3.162, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   1%|  | 2/333 [00:03<08:06,  1.47s/it, loss=0.642, pair=0.021, adv=3.162, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   1%|  | 2/333 [00:04<08:06,  1.47s/it, loss=0.682, pair=0.127, adv=3.505, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   1%|  | 3/333 [00:04<08:15,  1.50s/it, loss=0.682, pair=0.127, adv=3.505, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   1%|  | 3/333 [00:05<08:15,  1.50s/it, loss=0.667, pair=0.039, adv=3.693, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   1%|  | 4/333 [00:05<07:51,  1.43s/it, loss=0.667, pair=0.039, adv=3.693, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   1%|  | 4/333 [00:07<07:51,  1.43s/it, loss=0.767, pair=0.027, adv=3.434, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   2%|  | 5/333 [00:07<08:07,  1.48s/it, loss=0.767, pair=0.027, adv=3.434, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   2%|  | 5/333 [00:08<08:07,  1.48s/it, loss=0.664, pair=0.074, adv=3.541, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   2%|  | 6/333 [00:08<07:41,  1.41s/it, loss=0.664, pair=0.074, adv=3.541, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:   2%|  | 6/333 [00:10<07:41,  1.41s/it, loss=0.694, pair=0.092, adv=3.511, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   2%|  | 7/333 [00:10<07:52,  1.45s/it, loss=0.694, pair=0.092, adv=3.511, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   2%|  | 7/333 [00:11<07:52,  1.45s/it, loss=0.669, pair=0.057, adv=3.409, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   2%|  | 8/333 [00:11<07:35,  1.40s/it, loss=0.669, pair=0.057, adv=3.409, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   2%|  | 8/333 [00:13<07:35,  1.40s/it, loss=0.634, pair=0.058, adv=3.163, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   3%|  | 9/333 [00:13<07:38,  1.42s/it, loss=0.634, pair=0.058, adv=3.163, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   3%|  | 9/333 [00:14<07:38,  1.42s/it, loss=0.614, pair=0.016, adv=3.086, sprd=0.020]
Ep 019/60 [S1→S2:ramp]:   3%| | 10/333 [00:14<07:17,  1.35s/it, loss=0.614, pair=0.016, adv=3.086, sprd=0.020]
Ep 019/60 [S1→S2:ramp]:   3%| | 10/333 [00:15<07:17,  1.35s/it, loss=0.625, pair=0.019, adv=3.209, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   3%| | 11/333 [00:15<07:34,  1.41s/it, loss=0.625, pair=0.019, adv=3.209, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   3%| | 11/333 [00:16<07:34,  1.41s/it, loss=0.612, pair=0.020, adv=2.907, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:   4%| | 12/333 [00:16<07:14,  1.35s/it, loss=0.612, pair=0.020, adv=2.907, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:   4%| | 12/333 [00:18<07:14,  1.35s/it, loss=0.656, pair=0.051, adv=3.450, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   4%| | 13/333 [00:18<07:34,  1.42s/it, loss=0.656, pair=0.051, adv=3.450, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   4%| | 13/333 [00:19<07:34,  1.42s/it, loss=0.678, pair=0.048, adv=3.547, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   4%| | 14/333 [00:19<07:23,  1.39s/it, loss=0.678, pair=0.048, adv=3.547, sprd=0.030]
Ep 019/60 [S1→S2:ramp]:   4%| | 14/333 [00:21<07:23,  1.39s/it, loss=0.669, pair=0.041, adv=3.377, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   5%| | 15/333 [00:21<07:42,  1.45s/it, loss=0.669, pair=0.041, adv=3.377, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   5%| | 15/333 [00:22<07:42,  1.45s/it, loss=0.635, pair=0.048, adv=3.259, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   5%| | 16/333 [00:22<07:20,  1.39s/it, loss=0.635, pair=0.048, adv=3.259, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:   5%| | 16/333 [00:24<07:20,  1.39s/it, loss=0.647, pair=0.034, adv=3.581, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   5%| | 17/333 [00:24<07:32,  1.43s/it, loss=0.647, pair=0.034, adv=3.581, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   5%| | 17/333 [00:25<07:32,  1.43s/it, loss=0.676, pair=0.060, adv=3.611, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   5%| | 18/333 [00:25<07:04,  1.35s/it, loss=0.676, pair=0.060, adv=3.611, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   5%| | 18/333 [00:27<07:04,  1.35s/it, loss=0.662, pair=0.028, adv=3.565, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   6%| | 19/333 [00:27<07:33,  1.44s/it, loss=0.662, pair=0.028, adv=3.565, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   6%| | 19/333 [00:28<07:33,  1.44s/it, loss=0.673, pair=0.022, adv=3.675, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   6%| | 20/333 [00:28<07:20,  1.41s/it, loss=0.673, pair=0.022, adv=3.675, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:   6%| | 20/333 [00:30<07:20,  1.41s/it, loss=0.682, pair=0.098, adv=3.449, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   6%| | 21/333 [00:30<07:37,  1.47s/it, loss=0.682, pair=0.098, adv=3.449, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   6%| | 21/333 [00:31<07:37,  1.47s/it, loss=0.655, pair=0.033, adv=3.527, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   7%| | 22/333 [00:31<07:18,  1.41s/it, loss=0.655, pair=0.033, adv=3.527, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   7%| | 22/333 [00:32<07:18,  1.41s/it, loss=0.659, pair=0.054, adv=3.525, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   7%| | 23/333 [00:32<07:32,  1.46s/it, loss=0.659, pair=0.054, adv=3.525, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:   7%| | 23/333 [00:34<07:32,  1.46s/it, loss=0.673, pair=0.101, adv=3.142, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   7%| | 24/333 [00:34<07:18,  1.42s/it, loss=0.673, pair=0.101, adv=3.142, sprd=0.029]
Ep 019/60 [S1→S2:ramp]:   7%| | 24/333 [00:35<07:18,  1.42s/it, loss=0.687, pair=0.030, adv=3.451, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   8%| | 25/333 [00:35<07:33,  1.47s/it, loss=0.687, pair=0.030, adv=3.451, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   8%| | 25/333 [00:37<07:33,  1.47s/it, loss=0.658, pair=0.122, adv=2.997, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   8%| | 26/333 [00:37<07:15,  1.42s/it, loss=0.658, pair=0.122, adv=2.997, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   8%| | 26/333 [00:38<07:15,  1.42s/it, loss=0.654, pair=0.063, adv=3.056, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   8%| | 27/333 [00:38<07:36,  1.49s/it, loss=0.654, pair=0.063, adv=3.056, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:   8%| | 27/333 [00:39<07:36,  1.49s/it, loss=0.634, pair=0.047, adv=3.016, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   8%| | 28/333 [00:39<07:02,  1.38s/it, loss=0.634, pair=0.047, adv=3.016, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:   8%| | 28/333 [00:41<07:02,  1.38s/it, loss=0.669, pair=0.023, adv=3.334, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   9%| | 29/333 [00:41<07:21,  1.45s/it, loss=0.669, pair=0.023, adv=3.334, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:   9%| | 29/333 [00:42<07:21,  1.45s/it, loss=0.665, pair=0.030, adv=3.396, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   9%| | 30/333 [00:42<07:05,  1.40s/it, loss=0.665, pair=0.030, adv=3.396, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:   9%| | 30/333 [00:44<07:05,  1.40s/it, loss=0.771, pair=0.031, adv=3.474, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:   9%| | 31/333 [00:44<07:14,  1.44s/it, loss=0.771, pair=0.031, adv=3.474, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:   9%| | 31/333 [00:45<07:14,  1.44s/it, loss=0.818, pair=0.039, adv=3.415, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  10%| | 32/333 [00:45<06:58,  1.39s/it, loss=0.818, pair=0.039, adv=3.415, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  10%| | 32/333 [00:47<06:58,  1.39s/it, loss=0.695, pair=0.087, adv=3.313, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  10%| | 33/333 [00:47<07:15,  1.45s/it, loss=0.695, pair=0.087, adv=3.313, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  10%| | 33/333 [00:48<07:15,  1.45s/it, loss=0.716, pair=0.126, adv=3.230, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:  10%| | 34/333 [00:48<07:05,  1.42s/it, loss=0.716, pair=0.126, adv=3.230, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:  10%| | 34/333 [00:50<07:05,  1.42s/it, loss=0.663, pair=0.072, adv=3.153, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:  11%| | 35/333 [00:50<07:16,  1.46s/it, loss=0.663, pair=0.072, adv=3.153, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:  11%| | 35/333 [00:51<07:16,  1.46s/it, loss=0.665, pair=0.070, adv=3.440, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  11%| | 36/333 [00:51<07:00,  1.42s/it, loss=0.665, pair=0.070, adv=3.440, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  11%| | 36/333 [00:53<07:00,  1.42s/it, loss=0.708, pair=0.134, adv=3.318, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  11%| | 37/333 [00:53<07:20,  1.49s/it, loss=0.708, pair=0.134, adv=3.318, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  11%| | 37/333 [00:54<07:20,  1.49s/it, loss=0.686, pair=0.047, adv=3.212, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:  11%| | 38/333 [00:54<07:06,  1.44s/it, loss=0.686, pair=0.047, adv=3.212, sprd=0.031]
Ep 019/60 [S1→S2:ramp]:  11%| | 38/333 [00:55<07:06,  1.44s/it, loss=0.648, pair=0.024, adv=3.313, sprd=0.020]
Ep 019/60 [S1→S2:ramp]:  12%| | 39/333 [00:55<07:02,  1.44s/it, loss=0.648, pair=0.024, adv=3.313, sprd=0.020]
Ep 019/60 [S1→S2:ramp]:  12%| | 39/333 [00:57<07:02,  1.44s/it, loss=0.654, pair=0.046, adv=3.555, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  12%| | 40/333 [00:57<06:45,  1.38s/it, loss=0.654, pair=0.046, adv=3.555, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  12%| | 40/333 [00:58<06:45,  1.38s/it, loss=0.665, pair=0.071, adv=3.441, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  12%| | 41/333 [00:58<06:58,  1.43s/it, loss=0.665, pair=0.071, adv=3.441, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  12%| | 41/333 [00:59<06:58,  1.43s/it, loss=0.659, pair=0.044, adv=3.607, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:59<06:45,  1.39s/it, loss=0.659, pair=0.044, adv=3.607, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 42/333 [01:01<06:45,  1.39s/it, loss=0.663, pair=0.045, adv=3.494, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 43/333 [01:01<06:59,  1.45s/it, loss=0.663, pair=0.045, adv=3.494, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 43/333 [01:02<06:59,  1.45s/it, loss=0.652, pair=0.029, adv=3.363, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 44/333 [01:02<06:41,  1.39s/it, loss=0.652, pair=0.029, adv=3.363, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  13%|▏| 44/333 [01:04<06:41,  1.39s/it, loss=0.690, pair=0.089, adv=3.101, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 45/333 [01:04<06:57,  1.45s/it, loss=0.690, pair=0.089, adv=3.101, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 45/333 [01:05<06:57,  1.45s/it, loss=0.658, pair=0.039, adv=3.450, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 46/333 [01:05<06:42,  1.40s/it, loss=0.658, pair=0.039, adv=3.450, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 46/333 [01:07<06:42,  1.40s/it, loss=0.690, pair=0.055, adv=3.506, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 47/333 [01:07<06:55,  1.45s/it, loss=0.690, pair=0.055, adv=3.506, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 47/333 [01:08<06:55,  1.45s/it, loss=0.702, pair=0.048, adv=3.729, sprd=0.033]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 48/333 [01:08<06:47,  1.43s/it, loss=0.702, pair=0.048, adv=3.729, sprd=0.033]
Ep 019/60 [S1→S2:ramp]:  14%|▏| 48/333 [01:10<06:47,  1.43s/it, loss=0.722, pair=0.011, adv=4.182, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 49/333 [01:10<06:56,  1.47s/it, loss=0.722, pair=0.011, adv=4.182, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 49/333 [01:11<06:56,  1.47s/it, loss=0.669, pair=0.045, adv=3.631, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 50/333 [01:11<06:44,  1.43s/it, loss=0.669, pair=0.045, adv=3.631, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 50/333 [01:13<06:44,  1.43s/it, loss=0.654, pair=0.028, adv=4.185, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 51/333 [01:13<07:00,  1.49s/it, loss=0.654, pair=0.028, adv=4.185, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  15%|▏| 51/333 [01:14<07:00,  1.49s/it, loss=0.644, pair=0.010, adv=3.592, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 52/333 [01:14<06:39,  1.42s/it, loss=0.644, pair=0.010, adv=3.592, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 52/333 [01:15<06:39,  1.42s/it, loss=0.649, pair=0.068, adv=3.358, sprd=0.020]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 53/333 [01:15<06:44,  1.45s/it, loss=0.649, pair=0.068, adv=3.358, sprd=0.020]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 53/333 [01:17<06:44,  1.45s/it, loss=0.679, pair=0.092, adv=3.334, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 54/333 [01:17<06:34,  1.41s/it, loss=0.679, pair=0.092, adv=3.334, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  16%|▏| 54/333 [01:18<06:34,  1.41s/it, loss=0.658, pair=0.045, adv=3.368, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:18<06:44,  1.45s/it, loss=0.658, pair=0.045, adv=3.368, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:20<06:44,  1.45s/it, loss=0.666, pair=0.028, adv=3.468, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:20<06:33,  1.42s/it, loss=0.666, pair=0.028, adv=3.468, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:21<06:33,  1.42s/it, loss=0.663, pair=0.033, adv=3.910, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:21<06:46,  1.47s/it, loss=0.663, pair=0.033, adv=3.910, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:22<06:46,  1.47s/it, loss=0.664, pair=0.018, adv=3.395, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:22<06:28,  1.41s/it, loss=0.664, pair=0.018, adv=3.395, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:24<06:28,  1.41s/it, loss=0.666, pair=0.013, adv=3.376, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:24<06:43,  1.47s/it, loss=0.666, pair=0.013, adv=3.376, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:25<06:43,  1.47s/it, loss=0.634, pair=0.064, adv=3.077, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:25<06:17,  1.38s/it, loss=0.634, pair=0.064, adv=3.077, sprd=0.021]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:27<06:17,  1.38s/it, loss=0.661, pair=0.044, adv=3.415, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:27<06:29,  1.43s/it, loss=0.661, pair=0.044, adv=3.415, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:28<06:29,  1.43s/it, loss=0.668, pair=0.067, adv=3.493, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:28<06:18,  1.40s/it, loss=0.668, pair=0.067, adv=3.493, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:30<06:18,  1.40s/it, loss=0.688, pair=0.275, adv=2.927, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:30<06:25,  1.43s/it, loss=0.688, pair=0.275, adv=2.927, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:31<06:25,  1.43s/it, loss=0.616, pair=0.035, adv=3.061, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:31<06:09,  1.37s/it, loss=0.616, pair=0.035, adv=3.061, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:32<06:09,  1.37s/it, loss=0.673, pair=0.047, adv=3.441, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:32<06:27,  1.45s/it, loss=0.673, pair=0.047, adv=3.441, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:34<06:27,  1.45s/it, loss=0.641, pair=0.056, adv=3.027, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:34<06:12,  1.39s/it, loss=0.641, pair=0.056, adv=3.027, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:35<06:12,  1.39s/it, loss=0.653, pair=0.031, adv=3.274, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:35<06:26,  1.45s/it, loss=0.653, pair=0.031, adv=3.274, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:37<06:26,  1.45s/it, loss=0.613, pair=0.028, adv=2.985, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:37<06:11,  1.40s/it, loss=0.613, pair=0.028, adv=2.985, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:38<06:11,  1.40s/it, loss=0.647, pair=0.055, adv=3.112, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:38<06:21,  1.45s/it, loss=0.647, pair=0.055, adv=3.112, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:39<06:21,  1.45s/it, loss=0.648, pair=0.042, adv=3.262, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:39<06:08,  1.40s/it, loss=0.648, pair=0.042, adv=3.262, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:41<06:08,  1.40s/it, loss=0.656, pair=0.035, adv=3.174, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:41<06:15,  1.43s/it, loss=0.656, pair=0.035, adv=3.174, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:42<06:15,  1.43s/it, loss=0.674, pair=0.096, adv=3.679, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:42<06:05,  1.40s/it, loss=0.674, pair=0.096, adv=3.679, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:44<06:05,  1.40s/it, loss=0.678, pair=0.059, adv=4.015, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:44<06:25,  1.48s/it, loss=0.678, pair=0.059, adv=4.015, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:45<06:25,  1.48s/it, loss=0.746, pair=0.333, adv=3.422, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:45<06:12,  1.44s/it, loss=0.746, pair=0.333, adv=3.422, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:47<06:12,  1.44s/it, loss=0.661, pair=0.042, adv=3.733, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:47<06:22,  1.48s/it, loss=0.661, pair=0.042, adv=3.733, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:48<06:22,  1.48s/it, loss=0.695, pair=0.038, adv=3.643, sprd=0.033]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:48<06:12,  1.45s/it, loss=0.695, pair=0.038, adv=3.643, sprd=0.033]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:50<06:12,  1.45s/it, loss=0.662, pair=0.025, adv=4.002, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:50<06:24,  1.50s/it, loss=0.662, pair=0.025, adv=4.002, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:51<06:24,  1.50s/it, loss=0.661, pair=0.030, adv=3.731, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:51<06:06,  1.44s/it, loss=0.661, pair=0.030, adv=3.731, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:53<06:06,  1.44s/it, loss=0.681, pair=0.046, adv=3.605, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:53<06:15,  1.48s/it, loss=0.681, pair=0.046, adv=3.605, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:54<06:15,  1.48s/it, loss=0.664, pair=0.028, adv=3.327, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:54<06:00,  1.43s/it, loss=0.664, pair=0.028, adv=3.327, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:55<06:00,  1.43s/it, loss=0.647, pair=0.030, adv=3.526, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:55<05:52,  1.40s/it, loss=0.647, pair=0.030, adv=3.526, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:57<05:52,  1.40s/it, loss=0.675, pair=0.015, adv=3.593, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:57<05:42,  1.37s/it, loss=0.675, pair=0.015, adv=3.593, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:58<05:42,  1.37s/it, loss=0.677, pair=0.028, adv=3.881, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:58<06:00,  1.44s/it, loss=0.677, pair=0.028, adv=3.881, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  25%|▏| 83/333 [02:00<06:00,  1.44s/it, loss=0.666, pair=0.034, adv=3.378, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  25%|▎| 84/333 [02:00<05:49,  1.40s/it, loss=0.666, pair=0.034, adv=3.378, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  25%|▎| 84/333 [02:01<05:49,  1.40s/it, loss=0.658, pair=0.017, adv=3.785, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 85/333 [02:01<06:02,  1.46s/it, loss=0.658, pair=0.017, adv=3.785, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 85/333 [02:03<06:02,  1.46s/it, loss=0.653, pair=0.038, adv=3.501, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 86/333 [02:03<05:49,  1.42s/it, loss=0.653, pair=0.038, adv=3.501, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 86/333 [02:04<05:49,  1.42s/it, loss=0.672, pair=0.040, adv=3.574, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 87/333 [02:04<06:04,  1.48s/it, loss=0.672, pair=0.040, adv=3.574, sprd=0.028]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 87/333 [02:05<06:04,  1.48s/it, loss=0.652, pair=0.067, adv=3.218, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 88/333 [02:05<05:48,  1.42s/it, loss=0.652, pair=0.067, adv=3.218, sprd=0.024]
Ep 019/60 [S1→S2:ramp]:  26%|▎| 88/333 [02:07<05:48,  1.42s/it, loss=0.652, pair=0.040, adv=3.525, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 89/333 [02:07<05:56,  1.46s/it, loss=0.652, pair=0.040, adv=3.525, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 89/333 [02:08<05:56,  1.46s/it, loss=0.658, pair=0.021, adv=3.512, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 90/333 [02:08<05:43,  1.41s/it, loss=0.658, pair=0.021, adv=3.512, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 90/333 [02:10<05:43,  1.41s/it, loss=0.660, pair=0.064, adv=3.401, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 91/333 [02:10<05:55,  1.47s/it, loss=0.660, pair=0.064, adv=3.401, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  27%|▎| 91/333 [02:11<05:55,  1.47s/it, loss=0.663, pair=0.045, adv=3.799, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 92/333 [02:11<05:04,  1.26s/it, loss=0.663, pair=0.045, adv=3.799, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 92/333 [02:12<05:04,  1.26s/it, loss=0.682, pair=0.042, adv=3.483, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 93/333 [02:12<04:34,  1.14s/it, loss=0.682, pair=0.042, adv=3.483, sprd=0.027]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 93/333 [02:12<04:34,  1.14s/it, loss=0.656, pair=0.038, adv=3.198, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 94/333 [02:12<03:54,  1.02it/s, loss=0.656, pair=0.038, adv=3.198, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  28%|▎| 94/333 [02:13<03:54,  1.02it/s, loss=0.674, pair=0.039, adv=3.397, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 95/333 [02:13<03:42,  1.07it/s, loss=0.674, pair=0.039, adv=3.397, sprd=0.025]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 95/333 [02:14<03:42,  1.07it/s, loss=0.647, pair=0.085, adv=3.297, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 96/333 [02:14<03:15,  1.21it/s, loss=0.647, pair=0.085, adv=3.297, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 96/333 [02:14<03:15,  1.21it/s, loss=0.650, pair=0.022, adv=3.255, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 97/333 [02:14<03:11,  1.23it/s, loss=0.650, pair=0.022, adv=3.255, sprd=0.023]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 97/333 [02:15<03:11,  1.23it/s, loss=0.638, pair=0.033, adv=3.206, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 98/333 [02:15<02:57,  1.33it/s, loss=0.638, pair=0.033, adv=3.206, sprd=0.022]
Ep 019/60 [S1→S2:ramp]:  29%|▎| 98/333 [02:16<02:57,  1.33it/s, loss=0.666, pair=0.049, adv=3.202, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  30%|▎| 99/333 [02:16<03:05,  1.26it/s, loss=0.666, pair=0.049, adv=3.202, sprd=0.026]
Ep 019/60 [S1→S2:ramp]:  30%|▎| 99/333 [02:16<03:05,  1.26it/s, loss=0.632, pair=0.028, adv=3.372, sprd=0.019]
Ep 019/60 [S1→S2:ramp]:  30%|▎| 100/333 [02:16<02:52,  1.35it/s, loss=0.632, pair=0.028, adv=3.372, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  30%|▎| 100/333 [02:17<02:52,  1.35it/s, loss=0.642, pair=0.051, adv=3.143, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  30%|▎| 101/333 [02:17<02:49,  1.37it/s, loss=0.642, pair=0.051, adv=3.143, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  30%|▎| 101/333 [02:18<02:49,  1.37it/s, loss=0.672, pair=0.045, adv=3.748, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  31%|▎| 102/333 [02:18<02:43,  1.41it/s, loss=0.672, pair=0.045, adv=3.748, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  31%|▎| 102/333 [02:19<02:43,  1.41it/s, loss=0.668, pair=0.062, adv=3.812, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  31%|▎| 103/333 [02:19<02:51,  1.34it/s, loss=0.668, pair=0.062, adv=3.812, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  31%|▎| 103/333 [02:19<02:51,  1.34it/s, loss=0.685, pair=0.123, adv=3.486, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  31%|▎| 104/333 [02:19<02:40,  1.43it/s, loss=0.685, pair=0.123, adv=3.486, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  31%|▎| 104/333 [02:20<02:40,  1.43it/s, loss=0.665, pair=0.057, adv=3.240, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  32%|▎| 105/333 [02:20<02:51,  1.33it/s, loss=0.665, pair=0.057, adv=3.240, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  32%|▎| 105/333 [02:21<02:51,  1.33it/s, loss=0.647, pair=0.056, adv=3.284, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  32%|▎| 106/333 [02:21<02:38,  1.43it/s, loss=0.647, pair=0.056, adv=3.284, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  32%|▎| 106/333 [02:22<02:38,  1.43it/s, loss=0.660, pair=0.019, adv=3.800, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  32%|▎| 107/333 [02:22<02:50,  1.32it/s, loss=0.660, pair=0.019, adv=3.800, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  32%|▎| 107/333 [02:22<02:50,  1.32it/s, loss=0.665, pair=0.046, adv=3.172, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  32%|▎| 108/333 [02:22<02:41,  1.39it/s, loss=0.665, pair=0.046, adv=3.172, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  32%|▎| 108/333 [02:23<02:41,  1.39it/s, loss=0.687, pair=0.060, adv=3.363, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  33%|▎| 109/333 [02:23<02:49,  1.32it/s, loss=0.687, pair=0.060, adv=3.363, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  33%|▎| 109/333 [02:24<02:49,  1.32it/s, loss=0.617, pair=0.050, adv=3.062, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:24<02:35,  1.43it/s, loss=0.617, pair=0.050, adv=3.062, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:24<02:35,  1.43it/s, loss=0.652, pair=0.053, adv=3.210, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:24<02:46,  1.33it/s, loss=0.652, pair=0.053, adv=3.210, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:25<02:46,  1.33it/s, loss=0.651, pair=0.028, adv=3.451, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:25<02:34,  1.43it/s, loss=0.651, pair=0.028, adv=3.451, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:26<02:34,  1.43it/s, loss=0.636, pair=0.029, adv=3.577, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:26<02:36,  1.41it/s, loss=0.636, pair=0.029, adv=3.577, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:26<02:36,  1.41it/s, loss=0.681, pair=0.037, adv=3.911, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:26<02:29,  1.46it/s, loss=0.681, pair=0.037, adv=3.911, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:27<02:29,  1.46it/s, loss=0.678, pair=0.014, adv=3.575, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:27<02:36,  1.39it/s, loss=0.678, pair=0.014, adv=3.575, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:28<02:36,  1.39it/s, loss=0.651, pair=0.038, adv=3.288, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:28<02:24,  1.50it/s, loss=0.651, pair=0.038, adv=3.288, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:29<02:24,  1.50it/s, loss=0.655, pair=0.038, adv=3.587, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:29<02:34,  1.40it/s, loss=0.655, pair=0.038, adv=3.587, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:29<02:34,  1.40it/s, loss=0.664, pair=0.027, adv=3.633, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:29<02:25,  1.48it/s, loss=0.664, pair=0.027, adv=3.633, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:30<02:25,  1.48it/s, loss=0.630, pair=0.005, adv=3.293, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:30<02:30,  1.42it/s, loss=0.630, pair=0.005, adv=3.293, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:31<02:30,  1.42it/s, loss=0.706, pair=0.017, adv=4.141, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:31<02:23,  1.48it/s, loss=0.706, pair=0.017, adv=4.141, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:31<02:23,  1.48it/s, loss=0.665, pair=0.026, adv=3.816, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:31<02:28,  1.43it/s, loss=0.665, pair=0.026, adv=3.816, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:32<02:28,  1.43it/s, loss=0.658, pair=0.028, adv=3.611, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:32<02:25,  1.45it/s, loss=0.658, pair=0.028, adv=3.611, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:33<02:25,  1.45it/s, loss=0.770, pair=0.053, adv=3.880, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:33<02:35,  1.35it/s, loss=0.770, pair=0.053, adv=3.880, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:33<02:35,  1.35it/s, loss=0.652, pair=0.021, adv=3.682, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:33<02:30,  1.38it/s, loss=0.652, pair=0.021, adv=3.682, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:34<02:30,  1.38it/s, loss=0.675, pair=0.021, adv=3.629, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:34<02:39,  1.30it/s, loss=0.675, pair=0.021, adv=3.629, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:35<02:39,  1.30it/s, loss=0.626, pair=0.016, adv=3.648, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:35<02:30,  1.37it/s, loss=0.626, pair=0.016, adv=3.648, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:36<02:30,  1.37it/s, loss=0.688, pair=0.030, adv=3.716, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:36<02:39,  1.29it/s, loss=0.688, pair=0.030, adv=3.716, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:37<02:39,  1.29it/s, loss=0.653, pair=0.020, adv=3.555, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:37<02:31,  1.35it/s, loss=0.653, pair=0.020, adv=3.555, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:37<02:31,  1.35it/s, loss=0.680, pair=0.058, adv=3.282, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:37<02:37,  1.29it/s, loss=0.680, pair=0.058, adv=3.282, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:38<02:37,  1.29it/s, loss=0.650, pair=0.038, adv=3.143, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:38<02:31,  1.34it/s, loss=0.650, pair=0.038, adv=3.143, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:39<02:31,  1.34it/s, loss=0.635, pair=0.019, adv=3.196, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:39<02:35,  1.30it/s, loss=0.635, pair=0.019, adv=3.196, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:40<02:35,  1.30it/s, loss=0.636, pair=0.036, adv=3.254, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:40<02:27,  1.36it/s, loss=0.636, pair=0.036, adv=3.254, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:40<02:27,  1.36it/s, loss=0.657, pair=0.025, adv=3.350, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:40<02:34,  1.30it/s, loss=0.657, pair=0.025, adv=3.350, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:41<02:34,  1.30it/s, loss=0.651, pair=0.026, adv=4.168, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:41<02:28,  1.34it/s, loss=0.651, pair=0.026, adv=4.168, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:42<02:28,  1.34it/s, loss=0.748, pair=0.052, adv=3.439, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:42<02:33,  1.29it/s, loss=0.748, pair=0.052, adv=3.439, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:43<02:33,  1.29it/s, loss=0.653, pair=0.042, adv=3.740, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:43<02:27,  1.34it/s, loss=0.653, pair=0.042, adv=3.740, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:44<02:27,  1.34it/s, loss=0.671, pair=0.024, adv=3.867, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:44<02:34,  1.27it/s, loss=0.671, pair=0.024, adv=3.867, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:44<02:34,  1.27it/s, loss=0.656, pair=0.027, adv=3.930, sprd=0.016
Ep 019/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:44<02:24,  1.35it/s, loss=0.656, pair=0.027, adv=3.930, sprd=0.016
Ep 019/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:45<02:24,  1.35it/s, loss=0.647, pair=0.015, adv=3.966, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:45<02:30,  1.29it/s, loss=0.647, pair=0.015, adv=3.966, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:46<02:30,  1.29it/s, loss=0.678, pair=0.099, adv=3.889, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:46<02:24,  1.34it/s, loss=0.678, pair=0.099, adv=3.889, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:47<02:24,  1.34it/s, loss=0.688, pair=0.122, adv=3.593, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:47<02:29,  1.28it/s, loss=0.688, pair=0.122, adv=3.593, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:47<02:29,  1.28it/s, loss=0.663, pair=0.102, adv=3.782, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:47<02:22,  1.34it/s, loss=0.663, pair=0.102, adv=3.782, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:48<02:22,  1.34it/s, loss=0.688, pair=0.107, adv=3.502, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:48<02:31,  1.26it/s, loss=0.688, pair=0.107, adv=3.502, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:49<02:31,  1.26it/s, loss=0.647, pair=0.023, adv=3.709, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:49<02:22,  1.32it/s, loss=0.647, pair=0.023, adv=3.709, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:50<02:22,  1.32it/s, loss=0.670, pair=0.027, adv=3.392, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  44%|▍| 145/333 [02:50<02:26,  1.29it/s, loss=0.670, pair=0.027, adv=3.392, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  44%|▍| 145/333 [02:50<02:26,  1.29it/s, loss=1.035, pair=0.027, adv=3.686, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  44%|▍| 146/333 [02:50<02:19,  1.34it/s, loss=1.035, pair=0.027, adv=3.686, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  44%|▍| 146/333 [02:51<02:19,  1.34it/s, loss=0.666, pair=0.034, adv=3.764, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  44%|▍| 147/333 [02:51<02:24,  1.28it/s, loss=0.666, pair=0.034, adv=3.764, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  44%|▍| 147/333 [02:52<02:24,  1.28it/s, loss=0.678, pair=0.042, adv=3.924, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  44%|▍| 148/333 [02:52<02:19,  1.33it/s, loss=0.678, pair=0.042, adv=3.924, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  44%|▍| 148/333 [02:53<02:19,  1.33it/s, loss=0.629, pair=0.035, adv=3.141, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  45%|▍| 149/333 [02:53<02:23,  1.28it/s, loss=0.629, pair=0.035, adv=3.141, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  45%|▍| 149/333 [02:53<02:23,  1.28it/s, loss=0.661, pair=0.023, adv=3.440, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  45%|▍| 150/333 [02:53<02:17,  1.33it/s, loss=0.661, pair=0.023, adv=3.440, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  45%|▍| 150/333 [02:54<02:17,  1.33it/s, loss=0.672, pair=0.015, adv=3.509, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  45%|▍| 151/333 [02:54<02:26,  1.24it/s, loss=0.672, pair=0.015, adv=3.509, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  45%|▍| 151/333 [02:55<02:26,  1.24it/s, loss=0.660, pair=0.013, adv=3.865, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  46%|▍| 152/333 [02:55<02:19,  1.30it/s, loss=0.660, pair=0.013, adv=3.865, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  46%|▍| 152/333 [02:56<02:19,  1.30it/s, loss=0.683, pair=0.064, adv=3.463, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  46%|▍| 153/333 [02:56<02:22,  1.26it/s, loss=0.683, pair=0.064, adv=3.463, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  46%|▍| 153/333 [02:57<02:22,  1.26it/s, loss=0.650, pair=0.007, adv=3.411, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  46%|▍| 154/333 [02:57<02:16,  1.31it/s, loss=0.650, pair=0.007, adv=3.411, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  46%|▍| 154/333 [02:57<02:16,  1.31it/s, loss=0.645, pair=0.014, adv=3.789, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  47%|▍| 155/333 [02:57<02:19,  1.28it/s, loss=0.645, pair=0.014, adv=3.789, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  47%|▍| 155/333 [02:58<02:19,  1.28it/s, loss=0.626, pair=0.034, adv=2.927, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  47%|▍| 156/333 [02:58<02:11,  1.35it/s, loss=0.626, pair=0.034, adv=2.927, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  47%|▍| 156/333 [02:59<02:11,  1.35it/s, loss=0.663, pair=0.028, adv=3.046, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  47%|▍| 157/333 [02:59<02:21,  1.25it/s, loss=0.663, pair=0.028, adv=3.046, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  47%|▍| 157/333 [03:00<02:21,  1.25it/s, loss=0.658, pair=0.037, adv=3.416, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  47%|▍| 158/333 [03:00<02:12,  1.32it/s, loss=0.658, pair=0.037, adv=3.416, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  47%|▍| 158/333 [03:00<02:12,  1.32it/s, loss=0.657, pair=0.058, adv=3.578, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  48%|▍| 159/333 [03:00<02:18,  1.25it/s, loss=0.657, pair=0.058, adv=3.578, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  48%|▍| 159/333 [03:01<02:18,  1.25it/s, loss=0.739, pair=0.046, adv=3.832, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  48%|▍| 160/333 [03:01<02:13,  1.29it/s, loss=0.739, pair=0.046, adv=3.832, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  48%|▍| 160/333 [03:02<02:13,  1.29it/s, loss=0.661, pair=0.018, adv=3.513, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  48%|▍| 161/333 [03:02<02:16,  1.26it/s, loss=0.661, pair=0.018, adv=3.513, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  48%|▍| 161/333 [03:03<02:16,  1.26it/s, loss=0.657, pair=0.109, adv=3.408, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  49%|▍| 162/333 [03:03<02:08,  1.33it/s, loss=0.657, pair=0.109, adv=3.408, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  49%|▍| 162/333 [03:04<02:08,  1.33it/s, loss=0.678, pair=0.038, adv=3.194, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  49%|▍| 163/333 [03:04<02:13,  1.27it/s, loss=0.678, pair=0.038, adv=3.194, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  49%|▍| 163/333 [03:04<02:13,  1.27it/s, loss=0.639, pair=0.010, adv=2.895, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:04<02:07,  1.32it/s, loss=0.639, pair=0.010, adv=2.895, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:05<02:07,  1.32it/s, loss=0.679, pair=0.075, adv=3.465, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:05<02:12,  1.27it/s, loss=0.679, pair=0.075, adv=3.465, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:06<02:12,  1.27it/s, loss=0.653, pair=0.032, adv=3.119, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:06<02:03,  1.36it/s, loss=0.653, pair=0.032, adv=3.119, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:06<02:03,  1.36it/s, loss=0.639, pair=0.012, adv=3.125, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:06<02:02,  1.35it/s, loss=0.639, pair=0.012, adv=3.125, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:07<02:02,  1.35it/s, loss=0.649, pair=0.005, adv=3.204, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:07<01:55,  1.43it/s, loss=0.649, pair=0.005, adv=3.204, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:08<01:55,  1.43it/s, loss=0.656, pair=0.045, adv=3.429, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:08<02:00,  1.36it/s, loss=0.656, pair=0.045, adv=3.429, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:08<02:00,  1.36it/s, loss=0.640, pair=0.020, adv=3.330, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:08<01:52,  1.45it/s, loss=0.640, pair=0.020, adv=3.330, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:09<01:52,  1.45it/s, loss=0.658, pair=0.044, adv=3.320, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:09<02:03,  1.31it/s, loss=0.658, pair=0.044, adv=3.320, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:11<02:03,  1.31it/s, loss=0.648, pair=0.024, adv=3.437, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:11<02:26,  1.10it/s, loss=0.648, pair=0.024, adv=3.437, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:12<02:26,  1.10it/s, loss=0.660, pair=0.025, adv=3.509, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:12<02:26,  1.09it/s, loss=0.660, pair=0.025, adv=3.509, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:12<02:26,  1.09it/s, loss=0.634, pair=0.020, adv=3.250, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:12<02:13,  1.19it/s, loss=0.634, pair=0.020, adv=3.250, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:14<02:13,  1.19it/s, loss=0.671, pair=0.043, adv=3.466, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:14<02:37,  1.00it/s, loss=0.671, pair=0.043, adv=3.466, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:15<02:37,  1.00it/s, loss=0.666, pair=0.031, adv=4.108, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:15<02:42,  1.04s/it, loss=0.666, pair=0.031, adv=4.108, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:16<02:42,  1.04s/it, loss=0.691, pair=0.050, adv=3.601, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:16<02:57,  1.14s/it, loss=0.691, pair=0.050, adv=3.601, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:17<02:57,  1.14s/it, loss=0.647, pair=0.025, adv=3.362, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:17<02:54,  1.13s/it, loss=0.647, pair=0.025, adv=3.362, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:19<02:54,  1.13s/it, loss=0.754, pair=0.035, adv=3.336, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:19<03:04,  1.20s/it, loss=0.754, pair=0.035, adv=3.336, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:20<03:04,  1.20s/it, loss=0.662, pair=0.043, adv=3.585, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:20<03:00,  1.18s/it, loss=0.662, pair=0.043, adv=3.585, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:21<03:00,  1.18s/it, loss=0.683, pair=0.042, adv=3.497, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:21<03:07,  1.24s/it, loss=0.683, pair=0.042, adv=3.497, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:22<03:07,  1.24s/it, loss=0.666, pair=0.040, adv=3.607, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:22<02:53,  1.15s/it, loss=0.666, pair=0.040, adv=3.607, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:23<02:53,  1.15s/it, loss=1.410, pair=3.176, adv=3.771, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:23<02:54,  1.16s/it, loss=1.410, pair=3.176, adv=3.771, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:24<02:54,  1.16s/it, loss=0.665, pair=0.041, adv=3.927, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:24<02:51,  1.15s/it, loss=0.665, pair=0.041, adv=3.927, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:26<02:51,  1.15s/it, loss=0.701, pair=0.115, adv=3.714, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:26<03:01,  1.22s/it, loss=0.701, pair=0.115, adv=3.714, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:27<03:01,  1.22s/it, loss=0.662, pair=0.062, adv=3.894, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:27<02:54,  1.18s/it, loss=0.662, pair=0.062, adv=3.894, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:28<02:54,  1.18s/it, loss=0.691, pair=0.043, adv=3.572, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:28<02:57,  1.21s/it, loss=0.691, pair=0.043, adv=3.572, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:29<02:57,  1.21s/it, loss=0.631, pair=0.019, adv=3.638, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:29<02:41,  1.11s/it, loss=0.631, pair=0.019, adv=3.638, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:30<02:41,  1.11s/it, loss=0.647, pair=0.016, adv=3.246, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:30<02:40,  1.11s/it, loss=0.647, pair=0.016, adv=3.246, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:31<02:40,  1.11s/it, loss=0.687, pair=0.056, adv=3.671, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:31<02:38,  1.11s/it, loss=0.687, pair=0.056, adv=3.671, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:33<02:38,  1.11s/it, loss=0.667, pair=0.048, adv=3.848, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:33<02:46,  1.17s/it, loss=0.667, pair=0.048, adv=3.848, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:34<02:46,  1.17s/it, loss=0.682, pair=0.046, adv=3.484, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:34<02:43,  1.16s/it, loss=0.682, pair=0.046, adv=3.484, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:35<02:43,  1.16s/it, loss=0.777, pair=0.061, adv=3.466, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:35<02:49,  1.21s/it, loss=0.777, pair=0.061, adv=3.466, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:36<02:49,  1.21s/it, loss=0.638, pair=0.032, adv=3.499, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  58%|▌| 194/333 [03:36<02:43,  1.18s/it, loss=0.638, pair=0.032, adv=3.499, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  58%|▌| 194/333 [03:37<02:43,  1.18s/it, loss=0.641, pair=0.028, adv=3.124, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  59%|▌| 195/333 [03:37<02:45,  1.20s/it, loss=0.641, pair=0.028, adv=3.124, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  59%|▌| 195/333 [03:38<02:45,  1.20s/it, loss=0.675, pair=0.071, adv=3.502, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  59%|▌| 196/333 [03:38<02:38,  1.16s/it, loss=0.675, pair=0.071, adv=3.502, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  59%|▌| 196/333 [03:40<02:38,  1.16s/it, loss=0.750, pair=0.060, adv=3.476, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  59%|▌| 197/333 [03:40<02:42,  1.19s/it, loss=0.750, pair=0.060, adv=3.476, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  59%|▌| 197/333 [03:41<02:42,  1.19s/it, loss=0.664, pair=0.082, adv=3.815, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  59%|▌| 198/333 [03:41<02:32,  1.13s/it, loss=0.664, pair=0.082, adv=3.815, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  59%|▌| 198/333 [03:42<02:32,  1.13s/it, loss=0.661, pair=0.004, adv=3.396, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  60%|▌| 199/333 [03:42<02:39,  1.19s/it, loss=0.661, pair=0.004, adv=3.396, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  60%|▌| 199/333 [03:43<02:39,  1.19s/it, loss=0.651, pair=0.071, adv=3.656, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  60%|▌| 200/333 [03:43<02:25,  1.09s/it, loss=0.651, pair=0.071, adv=3.656, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  60%|▌| 200/333 [03:44<02:25,  1.09s/it, loss=0.667, pair=0.017, adv=3.458, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  60%|▌| 201/333 [03:44<02:31,  1.15s/it, loss=0.667, pair=0.017, adv=3.458, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  60%|▌| 201/333 [03:45<02:31,  1.15s/it, loss=0.660, pair=0.023, adv=3.580, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  61%|▌| 202/333 [03:45<02:20,  1.07s/it, loss=0.660, pair=0.023, adv=3.580, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  61%|▌| 202/333 [03:46<02:20,  1.07s/it, loss=0.682, pair=0.081, adv=3.506, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  61%|▌| 203/333 [03:46<02:27,  1.14s/it, loss=0.682, pair=0.081, adv=3.506, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  61%|▌| 203/333 [03:47<02:27,  1.14s/it, loss=0.677, pair=0.038, adv=3.290, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  61%|▌| 204/333 [03:47<02:17,  1.06s/it, loss=0.677, pair=0.038, adv=3.290, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  61%|▌| 204/333 [03:49<02:17,  1.06s/it, loss=0.650, pair=0.088, adv=2.900, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  62%|▌| 205/333 [03:49<02:25,  1.14s/it, loss=0.650, pair=0.088, adv=2.900, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  62%|▌| 205/333 [03:50<02:25,  1.14s/it, loss=0.692, pair=0.310, adv=3.073, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  62%|▌| 206/333 [03:50<02:19,  1.10s/it, loss=0.692, pair=0.310, adv=3.073, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  62%|▌| 206/333 [03:51<02:19,  1.10s/it, loss=0.654, pair=0.029, adv=3.171, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  62%|▌| 207/333 [03:51<02:24,  1.15s/it, loss=0.654, pair=0.029, adv=3.171, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  62%|▌| 207/333 [03:52<02:24,  1.15s/it, loss=0.639, pair=0.033, adv=3.001, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  62%|▌| 208/333 [03:52<02:21,  1.13s/it, loss=0.639, pair=0.033, adv=3.001, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  62%|▌| 208/333 [03:53<02:21,  1.13s/it, loss=0.655, pair=0.012, adv=3.285, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  63%|▋| 209/333 [03:53<02:24,  1.16s/it, loss=0.655, pair=0.012, adv=3.285, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  63%|▋| 209/333 [03:54<02:24,  1.16s/it, loss=0.659, pair=0.038, adv=3.354, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  63%|▋| 210/333 [03:54<02:11,  1.07s/it, loss=0.659, pair=0.038, adv=3.354, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  63%|▋| 210/333 [03:55<02:11,  1.07s/it, loss=0.737, pair=0.055, adv=3.052, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  63%|▋| 211/333 [03:55<02:12,  1.09s/it, loss=0.737, pair=0.055, adv=3.052, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  63%|▋| 211/333 [03:56<02:12,  1.09s/it, loss=0.645, pair=0.024, adv=3.351, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  64%|▋| 212/333 [03:56<02:03,  1.02s/it, loss=0.645, pair=0.024, adv=3.351, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  64%|▋| 212/333 [03:57<02:03,  1.02s/it, loss=0.710, pair=0.117, adv=3.299, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  64%|▋| 213/333 [03:57<02:09,  1.08s/it, loss=0.710, pair=0.117, adv=3.299, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  64%|▋| 213/333 [03:58<02:09,  1.08s/it, loss=0.611, pair=0.025, adv=3.100, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  64%|▋| 214/333 [03:58<01:58,  1.00it/s, loss=0.611, pair=0.025, adv=3.100, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  64%|▋| 214/333 [03:59<01:58,  1.00it/s, loss=0.649, pair=0.012, adv=3.934, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  65%|▋| 215/333 [03:59<02:03,  1.05s/it, loss=0.649, pair=0.012, adv=3.934, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  65%|▋| 215/333 [04:00<02:03,  1.05s/it, loss=0.663, pair=0.040, adv=3.224, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  65%|▋| 216/333 [04:00<01:56,  1.00it/s, loss=0.663, pair=0.040, adv=3.224, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  65%|▋| 216/333 [04:01<01:56,  1.00it/s, loss=0.685, pair=0.029, adv=3.640, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  65%|▋| 217/333 [04:01<02:03,  1.06s/it, loss=0.685, pair=0.029, adv=3.640, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  65%|▋| 217/333 [04:02<02:03,  1.06s/it, loss=0.659, pair=0.034, adv=3.466, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:02<01:53,  1.01it/s, loss=0.659, pair=0.034, adv=3.466, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:03<01:53,  1.01it/s, loss=0.744, pair=0.020, adv=3.582, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  66%|▋| 219/333 [04:03<02:01,  1.07s/it, loss=0.744, pair=0.020, adv=3.582, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  66%|▋| 219/333 [04:04<02:01,  1.07s/it, loss=0.652, pair=0.031, adv=3.312, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  66%|▋| 220/333 [04:04<01:52,  1.00it/s, loss=0.652, pair=0.031, adv=3.312, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  66%|▋| 220/333 [04:05<01:52,  1.00it/s, loss=0.674, pair=0.008, adv=3.337, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  66%|▋| 221/333 [04:05<01:55,  1.03s/it, loss=0.674, pair=0.008, adv=3.337, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  66%|▋| 221/333 [04:06<01:55,  1.03s/it, loss=0.660, pair=0.013, adv=3.550, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  67%|▋| 222/333 [04:06<01:52,  1.01s/it, loss=0.660, pair=0.013, adv=3.550, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  67%|▋| 222/333 [04:07<01:52,  1.01s/it, loss=0.669, pair=0.029, adv=4.039, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  67%|▋| 223/333 [04:07<01:54,  1.04s/it, loss=0.669, pair=0.029, adv=4.039, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  67%|▋| 223/333 [04:08<01:54,  1.04s/it, loss=0.653, pair=0.010, adv=3.358, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  67%|▋| 224/333 [04:08<01:52,  1.03s/it, loss=0.653, pair=0.010, adv=3.358, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  67%|▋| 224/333 [04:09<01:52,  1.03s/it, loss=0.659, pair=0.017, adv=3.617, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  68%|▋| 225/333 [04:09<01:54,  1.06s/it, loss=0.659, pair=0.017, adv=3.617, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  68%|▋| 225/333 [04:10<01:54,  1.06s/it, loss=0.633, pair=0.013, adv=3.553, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  68%|▋| 226/333 [04:10<01:48,  1.01s/it, loss=0.633, pair=0.013, adv=3.553, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  68%|▋| 226/333 [04:12<01:48,  1.01s/it, loss=0.709, pair=0.055, adv=3.674, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  68%|▋| 227/333 [04:12<02:01,  1.14s/it, loss=0.709, pair=0.055, adv=3.674, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  68%|▋| 227/333 [04:13<02:01,  1.14s/it, loss=0.662, pair=0.026, adv=3.810, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  68%|▋| 228/333 [04:13<01:59,  1.14s/it, loss=0.662, pair=0.026, adv=3.810, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  68%|▋| 228/333 [04:14<01:59,  1.14s/it, loss=0.670, pair=0.025, adv=3.649, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  69%|▋| 229/333 [04:14<02:06,  1.22s/it, loss=0.670, pair=0.025, adv=3.649, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  69%|▋| 229/333 [04:15<02:06,  1.22s/it, loss=0.634, pair=0.017, adv=3.569, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  69%|▋| 230/333 [04:15<02:01,  1.18s/it, loss=0.634, pair=0.017, adv=3.569, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  69%|▋| 230/333 [04:17<02:01,  1.18s/it, loss=0.658, pair=0.019, adv=3.573, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:17<02:05,  1.23s/it, loss=0.658, pair=0.019, adv=3.573, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:18<02:05,  1.23s/it, loss=0.664, pair=0.032, adv=3.465, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:18<02:01,  1.20s/it, loss=0.664, pair=0.032, adv=3.465, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:19<02:01,  1.20s/it, loss=0.667, pair=0.088, adv=3.399, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:19<02:05,  1.26s/it, loss=0.667, pair=0.088, adv=3.399, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:20<02:05,  1.26s/it, loss=0.665, pair=0.073, adv=3.360, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:20<02:00,  1.22s/it, loss=0.665, pair=0.073, adv=3.360, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:22<02:00,  1.22s/it, loss=0.669, pair=0.056, adv=3.714, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:22<02:05,  1.29s/it, loss=0.669, pair=0.056, adv=3.714, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:23<02:05,  1.29s/it, loss=0.647, pair=0.014, adv=3.741, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:23<02:01,  1.25s/it, loss=0.647, pair=0.014, adv=3.741, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:25<02:01,  1.25s/it, loss=0.668, pair=0.024, adv=3.785, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:25<02:07,  1.33s/it, loss=0.668, pair=0.024, adv=3.785, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:26<02:07,  1.33s/it, loss=0.685, pair=0.035, adv=3.697, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:26<02:02,  1.29s/it, loss=0.685, pair=0.035, adv=3.697, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:27<02:02,  1.29s/it, loss=0.652, pair=0.047, adv=3.414, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:27<02:05,  1.33s/it, loss=0.652, pair=0.047, adv=3.414, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:28<02:05,  1.33s/it, loss=0.673, pair=0.024, adv=3.837, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:28<02:00,  1.30s/it, loss=0.673, pair=0.024, adv=3.837, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:30<02:00,  1.30s/it, loss=0.726, pair=0.053, adv=3.368, sprd=0.017
Ep 019/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:30<02:00,  1.31s/it, loss=0.726, pair=0.053, adv=3.368, sprd=0.017
Ep 019/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:31<02:00,  1.31s/it, loss=0.655, pair=0.044, adv=3.531, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:31<01:54,  1.26s/it, loss=0.655, pair=0.044, adv=3.531, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:32<01:54,  1.26s/it, loss=0.663, pair=0.026, adv=3.308, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  73%|▋| 243/333 [04:32<02:01,  1.35s/it, loss=0.663, pair=0.026, adv=3.308, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  73%|▋| 243/333 [04:34<02:01,  1.35s/it, loss=0.672, pair=0.025, adv=3.881, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  73%|▋| 244/333 [04:34<01:56,  1.30s/it, loss=0.672, pair=0.025, adv=3.881, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  73%|▋| 244/333 [04:35<01:56,  1.30s/it, loss=0.670, pair=0.041, adv=3.703, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  74%|▋| 245/333 [04:35<02:01,  1.38s/it, loss=0.670, pair=0.041, adv=3.703, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  74%|▋| 245/333 [04:36<02:01,  1.38s/it, loss=0.659, pair=0.033, adv=3.762, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  74%|▋| 246/333 [04:36<01:55,  1.32s/it, loss=0.659, pair=0.033, adv=3.762, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  74%|▋| 246/333 [04:38<01:55,  1.32s/it, loss=0.659, pair=0.041, adv=3.226, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  74%|▋| 247/333 [04:38<01:58,  1.37s/it, loss=0.659, pair=0.041, adv=3.226, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  74%|▋| 247/333 [04:39<01:58,  1.37s/it, loss=0.696, pair=0.056, adv=3.304, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  74%|▋| 248/333 [04:39<01:53,  1.34s/it, loss=0.696, pair=0.056, adv=3.304, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  74%|▋| 248/333 [04:41<01:53,  1.34s/it, loss=0.772, pair=0.030, adv=3.691, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  75%|▋| 249/333 [04:41<01:55,  1.37s/it, loss=0.772, pair=0.030, adv=3.691, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  75%|▋| 249/333 [04:42<01:55,  1.37s/it, loss=0.718, pair=0.022, adv=4.087, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  75%|▊| 250/333 [04:42<01:50,  1.34s/it, loss=0.718, pair=0.022, adv=4.087, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  75%|▊| 250/333 [04:43<01:50,  1.34s/it, loss=0.647, pair=0.027, adv=3.350, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  75%|▊| 251/333 [04:43<01:52,  1.38s/it, loss=0.647, pair=0.027, adv=3.350, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  75%|▊| 251/333 [04:45<01:52,  1.38s/it, loss=0.671, pair=0.071, adv=3.950, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  76%|▊| 252/333 [04:45<01:47,  1.33s/it, loss=0.671, pair=0.071, adv=3.950, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  76%|▊| 252/333 [04:46<01:47,  1.33s/it, loss=0.662, pair=0.030, adv=3.750, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  76%|▊| 253/333 [04:46<01:51,  1.40s/it, loss=0.662, pair=0.030, adv=3.750, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  76%|▊| 253/333 [04:47<01:51,  1.40s/it, loss=0.661, pair=0.017, adv=3.507, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  76%|▊| 254/333 [04:47<01:46,  1.35s/it, loss=0.661, pair=0.017, adv=3.507, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  76%|▊| 254/333 [04:49<01:46,  1.35s/it, loss=0.657, pair=0.020, adv=3.345, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  77%|▊| 255/333 [04:49<01:47,  1.38s/it, loss=0.657, pair=0.020, adv=3.345, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  77%|▊| 255/333 [04:50<01:47,  1.38s/it, loss=0.661, pair=0.055, adv=3.693, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  77%|▊| 256/333 [04:50<01:42,  1.34s/it, loss=0.661, pair=0.055, adv=3.693, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  77%|▊| 256/333 [04:51<01:42,  1.34s/it, loss=0.631, pair=0.025, adv=3.096, sprd=0.015
Ep 019/60 [S1→S2:ramp]:  77%|▊| 257/333 [04:51<01:41,  1.34s/it, loss=0.631, pair=0.025, adv=3.096, sprd=0.015
Ep 019/60 [S1→S2:ramp]:  77%|▊| 257/333 [04:53<01:41,  1.34s/it, loss=0.643, pair=0.015, adv=3.593, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  77%|▊| 258/333 [04:53<01:38,  1.31s/it, loss=0.643, pair=0.015, adv=3.593, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  77%|▊| 258/333 [04:54<01:38,  1.31s/it, loss=0.700, pair=0.031, adv=3.598, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  78%|▊| 259/333 [04:54<01:42,  1.39s/it, loss=0.700, pair=0.031, adv=3.598, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  78%|▊| 259/333 [04:55<01:42,  1.39s/it, loss=0.635, pair=0.014, adv=3.249, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  78%|▊| 260/333 [04:55<01:38,  1.34s/it, loss=0.635, pair=0.014, adv=3.249, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  78%|▊| 260/333 [04:57<01:38,  1.34s/it, loss=0.653, pair=0.079, adv=3.178, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  78%|▊| 261/333 [04:57<01:40,  1.39s/it, loss=0.653, pair=0.079, adv=3.178, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  78%|▊| 261/333 [04:58<01:40,  1.39s/it, loss=0.717, pair=0.074, adv=3.545, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  79%|▊| 262/333 [04:58<01:37,  1.37s/it, loss=0.717, pair=0.074, adv=3.545, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  79%|▊| 262/333 [05:00<01:37,  1.37s/it, loss=0.693, pair=0.035, adv=3.454, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  79%|▊| 263/333 [05:00<01:41,  1.45s/it, loss=0.693, pair=0.035, adv=3.454, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  79%|▊| 263/333 [05:01<01:41,  1.45s/it, loss=0.659, pair=0.048, adv=3.805, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  79%|▊| 264/333 [05:01<01:35,  1.38s/it, loss=0.659, pair=0.048, adv=3.805, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  79%|▊| 264/333 [05:03<01:35,  1.38s/it, loss=0.656, pair=0.041, adv=3.897, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  80%|▊| 265/333 [05:03<01:37,  1.43s/it, loss=0.656, pair=0.041, adv=3.897, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  80%|▊| 265/333 [05:04<01:37,  1.43s/it, loss=0.776, pair=0.449, adv=3.776, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  80%|▊| 266/333 [05:04<01:32,  1.38s/it, loss=0.776, pair=0.449, adv=3.776, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  80%|▊| 266/333 [05:05<01:32,  1.38s/it, loss=0.797, pair=0.027, adv=3.586, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  80%|▊| 267/333 [05:05<01:33,  1.42s/it, loss=0.797, pair=0.027, adv=3.586, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  80%|▊| 267/333 [05:07<01:33,  1.42s/it, loss=0.654, pair=0.013, adv=3.658, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  80%|▊| 268/333 [05:07<01:28,  1.37s/it, loss=0.654, pair=0.013, adv=3.658, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  80%|▊| 268/333 [05:08<01:28,  1.37s/it, loss=0.692, pair=0.070, adv=4.000, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  81%|▊| 269/333 [05:08<01:31,  1.43s/it, loss=0.692, pair=0.070, adv=4.000, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  81%|▊| 269/333 [05:09<01:31,  1.43s/it, loss=0.646, pair=0.005, adv=3.487, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  81%|▊| 270/333 [05:09<01:26,  1.37s/it, loss=0.646, pair=0.005, adv=3.487, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  81%|▊| 270/333 [05:11<01:26,  1.37s/it, loss=0.680, pair=0.040, adv=3.715, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  81%|▊| 271/333 [05:11<01:26,  1.40s/it, loss=0.680, pair=0.040, adv=3.715, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  81%|▊| 271/333 [05:12<01:26,  1.40s/it, loss=0.654, pair=0.007, adv=3.732, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 272/333 [05:12<01:22,  1.35s/it, loss=0.654, pair=0.007, adv=3.732, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 272/333 [05:14<01:22,  1.35s/it, loss=0.660, pair=0.050, adv=3.611, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 273/333 [05:14<01:23,  1.39s/it, loss=0.660, pair=0.050, adv=3.611, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 273/333 [05:15<01:23,  1.39s/it, loss=0.645, pair=0.024, adv=3.463, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 274/333 [05:15<01:15,  1.28s/it, loss=0.645, pair=0.024, adv=3.463, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  82%|▊| 274/333 [05:16<01:15,  1.28s/it, loss=0.643, pair=0.017, adv=3.742, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  83%|▊| 275/333 [05:16<01:15,  1.30s/it, loss=0.643, pair=0.017, adv=3.742, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  83%|▊| 275/333 [05:17<01:15,  1.30s/it, loss=0.699, pair=0.049, adv=3.914, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  83%|▊| 276/333 [05:17<01:12,  1.28s/it, loss=0.699, pair=0.049, adv=3.914, sprd=0.034
Ep 019/60 [S1→S2:ramp]:  83%|▊| 276/333 [05:19<01:12,  1.28s/it, loss=0.662, pair=0.032, adv=3.506, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  83%|▊| 277/333 [05:19<01:13,  1.30s/it, loss=0.662, pair=0.032, adv=3.506, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  83%|▊| 277/333 [05:20<01:13,  1.30s/it, loss=0.669, pair=0.038, adv=3.363, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  83%|▊| 278/333 [05:20<01:09,  1.26s/it, loss=0.669, pair=0.038, adv=3.363, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  83%|▊| 278/333 [05:21<01:09,  1.26s/it, loss=0.648, pair=0.040, adv=3.258, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  84%|▊| 279/333 [05:21<01:10,  1.31s/it, loss=0.648, pair=0.040, adv=3.258, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  84%|▊| 279/333 [05:22<01:10,  1.31s/it, loss=0.609, pair=0.024, adv=2.956, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  84%|▊| 280/333 [05:22<01:05,  1.24s/it, loss=0.609, pair=0.024, adv=2.956, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  84%|▊| 280/333 [05:24<01:05,  1.24s/it, loss=0.754, pair=0.011, adv=3.591, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  84%|▊| 281/333 [05:24<01:06,  1.29s/it, loss=0.754, pair=0.011, adv=3.591, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  84%|▊| 281/333 [05:25<01:06,  1.29s/it, loss=0.675, pair=0.017, adv=3.705, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  85%|▊| 282/333 [05:25<01:04,  1.26s/it, loss=0.675, pair=0.017, adv=3.705, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  85%|▊| 282/333 [05:26<01:04,  1.26s/it, loss=0.653, pair=0.068, adv=3.397, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  85%|▊| 283/333 [05:26<01:05,  1.30s/it, loss=0.653, pair=0.068, adv=3.397, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  85%|▊| 283/333 [05:27<01:05,  1.30s/it, loss=0.652, pair=0.037, adv=3.512, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  85%|▊| 284/333 [05:27<01:01,  1.25s/it, loss=0.652, pair=0.037, adv=3.512, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  85%|▊| 284/333 [05:29<01:01,  1.25s/it, loss=0.679, pair=0.038, adv=3.368, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  86%|▊| 285/333 [05:29<01:02,  1.30s/it, loss=0.679, pair=0.038, adv=3.368, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  86%|▊| 285/333 [05:30<01:02,  1.30s/it, loss=0.670, pair=0.048, adv=3.577, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  86%|▊| 286/333 [05:30<00:59,  1.26s/it, loss=0.670, pair=0.048, adv=3.577, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  86%|▊| 286/333 [05:31<00:59,  1.26s/it, loss=0.625, pair=0.016, adv=2.998, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  86%|▊| 287/333 [05:31<00:59,  1.29s/it, loss=0.625, pair=0.016, adv=2.998, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  86%|▊| 287/333 [05:32<00:59,  1.29s/it, loss=0.620, pair=0.040, adv=3.101, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:32<00:51,  1.14s/it, loss=0.620, pair=0.040, adv=3.101, sprd=0.018
Ep 019/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:34<00:51,  1.14s/it, loss=0.637, pair=0.011, adv=3.442, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:34<00:53,  1.22s/it, loss=0.637, pair=0.011, adv=3.442, sprd=0.019
Ep 019/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:35<00:53,  1.22s/it, loss=0.672, pair=0.085, adv=3.498, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:35<00:51,  1.19s/it, loss=0.672, pair=0.085, adv=3.498, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:36<00:51,  1.19s/it, loss=0.646, pair=0.065, adv=2.986, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:36<00:52,  1.25s/it, loss=0.646, pair=0.065, adv=2.986, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:37<00:52,  1.25s/it, loss=0.650, pair=0.040, adv=3.144, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  88%|▉| 292/333 [05:37<00:49,  1.22s/it, loss=0.650, pair=0.040, adv=3.144, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  88%|▉| 292/333 [05:39<00:49,  1.22s/it, loss=0.692, pair=0.110, adv=3.318, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  88%|▉| 293/333 [05:39<00:51,  1.28s/it, loss=0.692, pair=0.110, adv=3.318, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  88%|▉| 293/333 [05:40<00:51,  1.28s/it, loss=0.645, pair=0.042, adv=3.528, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  88%|▉| 294/333 [05:40<00:48,  1.24s/it, loss=0.645, pair=0.042, adv=3.528, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  88%|▉| 294/333 [05:41<00:48,  1.24s/it, loss=0.649, pair=0.034, adv=3.844, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  89%|▉| 295/333 [05:41<00:49,  1.30s/it, loss=0.649, pair=0.034, adv=3.844, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  89%|▉| 295/333 [05:42<00:49,  1.30s/it, loss=0.670, pair=0.051, adv=3.718, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  89%|▉| 296/333 [05:42<00:46,  1.27s/it, loss=0.670, pair=0.051, adv=3.718, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  89%|▉| 296/333 [05:44<00:46,  1.27s/it, loss=0.648, pair=0.012, adv=3.513, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  89%|▉| 297/333 [05:44<00:47,  1.32s/it, loss=0.648, pair=0.012, adv=3.513, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  89%|▉| 297/333 [05:45<00:47,  1.32s/it, loss=0.636, pair=0.022, adv=3.556, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  89%|▉| 298/333 [05:45<00:44,  1.26s/it, loss=0.636, pair=0.022, adv=3.556, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  89%|▉| 298/333 [05:46<00:44,  1.26s/it, loss=0.704, pair=0.019, adv=4.108, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  90%|▉| 299/333 [05:46<00:44,  1.32s/it, loss=0.704, pair=0.019, adv=4.108, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  90%|▉| 299/333 [05:48<00:44,  1.32s/it, loss=0.663, pair=0.049, adv=3.148, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  90%|▉| 300/333 [05:48<00:42,  1.28s/it, loss=0.663, pair=0.049, adv=3.148, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  90%|▉| 300/333 [05:49<00:42,  1.28s/it, loss=0.697, pair=0.048, adv=3.639, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  90%|▉| 301/333 [05:49<00:43,  1.35s/it, loss=0.697, pair=0.048, adv=3.639, sprd=0.030
Ep 019/60 [S1→S2:ramp]:  90%|▉| 301/333 [05:50<00:43,  1.35s/it, loss=0.656, pair=0.024, adv=3.671, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  91%|▉| 302/333 [05:50<00:37,  1.20s/it, loss=0.656, pair=0.024, adv=3.671, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  91%|▉| 302/333 [05:51<00:37,  1.20s/it, loss=0.887, pair=0.034, adv=3.192, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  91%|▉| 303/333 [05:51<00:38,  1.27s/it, loss=0.887, pair=0.034, adv=3.192, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  91%|▉| 303/333 [05:53<00:38,  1.27s/it, loss=0.640, pair=0.030, adv=3.271, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  91%|▉| 304/333 [05:53<00:35,  1.23s/it, loss=0.640, pair=0.030, adv=3.271, sprd=0.023
Ep 019/60 [S1→S2:ramp]:  91%|▉| 304/333 [05:54<00:35,  1.23s/it, loss=0.661, pair=0.037, adv=3.751, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  92%|▉| 305/333 [05:54<00:35,  1.28s/it, loss=0.661, pair=0.037, adv=3.751, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  92%|▉| 305/333 [05:55<00:35,  1.28s/it, loss=0.680, pair=0.061, adv=3.268, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  92%|▉| 306/333 [05:55<00:33,  1.25s/it, loss=0.680, pair=0.061, adv=3.268, sprd=0.027
Ep 019/60 [S1→S2:ramp]:  92%|▉| 306/333 [05:56<00:33,  1.25s/it, loss=0.682, pair=0.033, adv=3.563, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  92%|▉| 307/333 [05:56<00:33,  1.30s/it, loss=0.682, pair=0.033, adv=3.563, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  92%|▉| 307/333 [05:58<00:33,  1.30s/it, loss=0.643, pair=0.011, adv=3.520, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  92%|▉| 308/333 [05:58<00:31,  1.24s/it, loss=0.643, pair=0.011, adv=3.520, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  92%|▉| 308/333 [05:59<00:31,  1.24s/it, loss=0.696, pair=0.102, adv=3.464, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  93%|▉| 309/333 [05:59<00:31,  1.30s/it, loss=0.696, pair=0.102, adv=3.464, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  93%|▉| 309/333 [06:00<00:31,  1.30s/it, loss=0.628, pair=0.046, adv=3.033, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  93%|▉| 310/333 [06:00<00:28,  1.25s/it, loss=0.628, pair=0.046, adv=3.033, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  93%|▉| 310/333 [06:02<00:28,  1.25s/it, loss=0.649, pair=0.037, adv=3.326, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  93%|▉| 311/333 [06:02<00:28,  1.28s/it, loss=0.649, pair=0.037, adv=3.326, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  93%|▉| 311/333 [06:03<00:28,  1.28s/it, loss=0.646, pair=0.049, adv=3.380, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  94%|▉| 312/333 [06:03<00:25,  1.23s/it, loss=0.646, pair=0.049, adv=3.380, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  94%|▉| 312/333 [06:04<00:25,  1.23s/it, loss=0.654, pair=0.034, adv=3.365, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  94%|▉| 313/333 [06:04<00:25,  1.29s/it, loss=0.654, pair=0.034, adv=3.365, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  94%|▉| 313/333 [06:05<00:25,  1.29s/it, loss=0.653, pair=0.037, adv=3.861, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  94%|▉| 314/333 [06:05<00:23,  1.25s/it, loss=0.653, pair=0.037, adv=3.861, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  94%|▉| 314/333 [06:07<00:23,  1.25s/it, loss=0.694, pair=0.039, adv=3.697, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  95%|▉| 315/333 [06:07<00:24,  1.33s/it, loss=0.694, pair=0.039, adv=3.697, sprd=0.032
Ep 019/60 [S1→S2:ramp]:  95%|▉| 315/333 [06:08<00:24,  1.33s/it, loss=0.640, pair=0.004, adv=3.539, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  95%|▉| 316/333 [06:08<00:21,  1.25s/it, loss=0.640, pair=0.004, adv=3.539, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  95%|▉| 316/333 [06:09<00:21,  1.25s/it, loss=0.676, pair=0.045, adv=3.435, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  95%|▉| 317/333 [06:09<00:20,  1.29s/it, loss=0.676, pair=0.045, adv=3.435, sprd=0.028
Ep 019/60 [S1→S2:ramp]:  95%|▉| 317/333 [06:10<00:20,  1.29s/it, loss=0.690, pair=0.025, adv=3.669, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  95%|▉| 318/333 [06:10<00:19,  1.27s/it, loss=0.690, pair=0.025, adv=3.669, sprd=0.033
Ep 019/60 [S1→S2:ramp]:  95%|▉| 318/333 [06:12<00:19,  1.27s/it, loss=0.685, pair=0.016, adv=3.637, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  96%|▉| 319/333 [06:12<00:18,  1.33s/it, loss=0.685, pair=0.016, adv=3.637, sprd=0.031
Ep 019/60 [S1→S2:ramp]:  96%|▉| 319/333 [06:13<00:18,  1.33s/it, loss=0.675, pair=0.025, adv=3.713, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  96%|▉| 320/333 [06:13<00:16,  1.30s/it, loss=0.675, pair=0.025, adv=3.713, sprd=0.029
Ep 019/60 [S1→S2:ramp]:  96%|▉| 320/333 [06:15<00:16,  1.30s/it, loss=0.662, pair=0.017, adv=3.729, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  96%|▉| 321/333 [06:15<00:16,  1.34s/it, loss=0.662, pair=0.017, adv=3.729, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  96%|▉| 321/333 [06:16<00:16,  1.34s/it, loss=0.651, pair=0.022, adv=3.438, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  97%|▉| 322/333 [06:16<00:14,  1.28s/it, loss=0.651, pair=0.022, adv=3.438, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  97%|▉| 322/333 [06:17<00:14,  1.28s/it, loss=0.677, pair=0.049, adv=3.740, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  97%|▉| 323/333 [06:17<00:13,  1.32s/it, loss=0.677, pair=0.049, adv=3.740, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  97%|▉| 323/333 [06:18<00:13,  1.32s/it, loss=0.618, pair=0.014, adv=2.999, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  97%|▉| 324/333 [06:18<00:11,  1.26s/it, loss=0.618, pair=0.014, adv=2.999, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  97%|▉| 324/333 [06:20<00:11,  1.26s/it, loss=0.633, pair=0.022, adv=3.276, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  98%|▉| 325/333 [06:20<00:10,  1.29s/it, loss=0.633, pair=0.022, adv=3.276, sprd=0.020
Ep 019/60 [S1→S2:ramp]:  98%|▉| 325/333 [06:21<00:10,  1.29s/it, loss=0.642, pair=0.019, adv=3.550, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  98%|▉| 326/333 [06:21<00:08,  1.24s/it, loss=0.642, pair=0.019, adv=3.550, sprd=0.021
Ep 019/60 [S1→S2:ramp]:  98%|▉| 326/333 [06:22<00:08,  1.24s/it, loss=0.662, pair=0.026, adv=3.859, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  98%|▉| 327/333 [06:22<00:07,  1.27s/it, loss=0.662, pair=0.026, adv=3.859, sprd=0.025
Ep 019/60 [S1→S2:ramp]:  98%|▉| 327/333 [06:23<00:07,  1.27s/it, loss=0.665, pair=0.037, adv=3.600, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  98%|▉| 328/333 [06:23<00:06,  1.21s/it, loss=0.665, pair=0.037, adv=3.600, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  98%|▉| 328/333 [06:24<00:06,  1.21s/it, loss=0.657, pair=0.021, adv=3.599, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  99%|▉| 329/333 [06:24<00:04,  1.24s/it, loss=0.657, pair=0.021, adv=3.599, sprd=0.024
Ep 019/60 [S1→S2:ramp]:  99%|▉| 329/333 [06:25<00:04,  1.24s/it, loss=0.654, pair=0.009, adv=3.530, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  99%|▉| 330/333 [06:25<00:03,  1.16s/it, loss=0.654, pair=0.009, adv=3.530, sprd=0.026
Ep 019/60 [S1→S2:ramp]:  99%|▉| 330/333 [06:27<00:03,  1.16s/it, loss=0.621, pair=0.035, adv=2.923, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  99%|▉| 331/333 [06:27<00:02,  1.16s/it, loss=0.621, pair=0.035, adv=2.923, sprd=0.022
Ep 019/60 [S1→S2:ramp]:  99%|▉| 331/333 [06:28<00:02,  1.16s/it, loss=0.670, pair=0.031, adv=3.583, sprd=0.026
Ep 019/60 [S1→S2:ramp]: 100%|▉| 332/333 [06:28<00:01,  1.15s/it, loss=0.670, pair=0.031, adv=3.583, sprd=0.026
Ep 019/60 [S1→S2:ramp]: 100%|▉| 332/333 [06:29<00:01,  1.15s/it, loss=0.663, pair=0.010, adv=3.405, sprd=0.026
Ep 019/60 [S1→S2:ramp]: 100%|█| 333/333 [06:29<00:00,  1.24s/it, loss=0.663, pair=0.010, adv=3.405, sprd=0.026
                                                                                                              
Epoch 019/60 [S1→S2:ramp]  loss=0.6708  mat=0.3192  sens=1.0471  pair=0.0538  adv=3.4861(rand=3.37)  deg=0.0084  orth=0.0118  spread=0.0247  q_mean=50.4  q_std=15.1  α=0.26 β=0.24 γ=0.68 λ_grl=0.600  lr=8.04e-05  390s

Ep 020/60 [S1→S2:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 020/60 [S1→S2:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.694, pair=0.022, adv=3.473, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:   0%|  | 1/333 [00:01<09:53,  1.79s/it, loss=0.694, pair=0.022, adv=3.473, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:   0%|  | 1/333 [00:02<09:53,  1.79s/it, loss=0.691, pair=0.039, adv=3.580, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:   1%|  | 2/333 [00:02<07:41,  1.40s/it, loss=0.691, pair=0.039, adv=3.580, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:   1%|  | 2/333 [00:04<07:41,  1.40s/it, loss=0.698, pair=0.045, adv=3.789, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   1%|  | 3/333 [00:04<07:44,  1.41s/it, loss=0.698, pair=0.045, adv=3.789, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   1%|  | 3/333 [00:05<07:44,  1.41s/it, loss=0.924, pair=0.044, adv=3.274, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   1%|  | 4/333 [00:05<07:13,  1.32s/it, loss=0.924, pair=0.044, adv=3.274, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   1%|  | 4/333 [00:06<07:13,  1.32s/it, loss=0.768, pair=0.116, adv=3.367, sprd=0.035]
Ep 020/60 [S1→S2:ramp]:   2%|  | 5/333 [00:06<07:31,  1.38s/it, loss=0.768, pair=0.116, adv=3.367, sprd=0.035]
Ep 020/60 [S1→S2:ramp]:   2%|  | 5/333 [00:08<07:31,  1.38s/it, loss=0.709, pair=0.160, adv=3.215, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   2%|  | 6/333 [00:08<07:02,  1.29s/it, loss=0.709, pair=0.160, adv=3.215, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   2%|  | 6/333 [00:09<07:02,  1.29s/it, loss=0.699, pair=0.095, adv=2.997, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   2%|  | 7/333 [00:09<07:18,  1.34s/it, loss=0.699, pair=0.095, adv=2.997, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   2%|  | 7/333 [00:10<07:18,  1.34s/it, loss=0.707, pair=0.065, adv=3.699, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   2%|  | 8/333 [00:10<06:56,  1.28s/it, loss=0.707, pair=0.065, adv=3.699, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   2%|  | 8/333 [00:12<06:56,  1.28s/it, loss=0.686, pair=0.037, adv=3.493, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:   3%|  | 9/333 [00:12<07:00,  1.30s/it, loss=0.686, pair=0.037, adv=3.493, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:   3%|  | 9/333 [00:13<07:00,  1.30s/it, loss=0.694, pair=0.027, adv=3.379, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   3%| | 10/333 [00:13<06:43,  1.25s/it, loss=0.694, pair=0.027, adv=3.379, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   3%| | 10/333 [00:14<06:43,  1.25s/it, loss=0.675, pair=0.027, adv=3.046, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   3%| | 11/333 [00:14<06:47,  1.26s/it, loss=0.675, pair=0.027, adv=3.046, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   3%| | 11/333 [00:15<06:47,  1.26s/it, loss=0.715, pair=0.026, adv=3.360, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   4%| | 12/333 [00:15<05:58,  1.12s/it, loss=0.715, pair=0.026, adv=3.360, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   4%| | 12/333 [00:16<05:58,  1.12s/it, loss=0.704, pair=0.024, adv=4.071, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   4%| | 13/333 [00:16<06:07,  1.15s/it, loss=0.704, pair=0.024, adv=4.071, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   4%| | 13/333 [00:17<06:07,  1.15s/it, loss=0.670, pair=0.029, adv=3.122, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   4%| | 14/333 [00:17<06:06,  1.15s/it, loss=0.670, pair=0.029, adv=3.122, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   4%| | 14/333 [00:19<06:06,  1.15s/it, loss=0.719, pair=0.054, adv=3.804, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   5%| | 15/333 [00:19<06:28,  1.22s/it, loss=0.719, pair=0.054, adv=3.804, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   5%| | 15/333 [00:19<06:28,  1.22s/it, loss=0.711, pair=0.037, adv=3.407, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   5%| | 16/333 [00:19<05:58,  1.13s/it, loss=0.711, pair=0.037, adv=3.407, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:   5%| | 16/333 [00:21<05:58,  1.13s/it, loss=0.703, pair=0.028, adv=3.502, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   5%| | 17/333 [00:21<06:25,  1.22s/it, loss=0.703, pair=0.028, adv=3.502, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   5%| | 17/333 [00:22<06:25,  1.22s/it, loss=0.692, pair=0.016, adv=3.520, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:   5%| | 18/333 [00:22<05:49,  1.11s/it, loss=0.692, pair=0.016, adv=3.520, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:   5%| | 18/333 [00:23<05:49,  1.11s/it, loss=0.713, pair=0.021, adv=3.664, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   6%| | 19/333 [00:23<06:22,  1.22s/it, loss=0.713, pair=0.021, adv=3.664, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:   6%| | 19/333 [00:24<06:22,  1.22s/it, loss=0.718, pair=0.032, adv=3.999, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   6%| | 20/333 [00:24<06:19,  1.21s/it, loss=0.718, pair=0.032, adv=3.999, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   6%| | 20/333 [00:26<06:19,  1.21s/it, loss=0.731, pair=0.032, adv=3.853, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   6%| | 21/333 [00:26<06:47,  1.31s/it, loss=0.731, pair=0.032, adv=3.853, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   6%| | 21/333 [00:27<06:47,  1.31s/it, loss=0.657, pair=0.036, adv=3.012, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:   7%| | 22/333 [00:27<06:23,  1.23s/it, loss=0.657, pair=0.036, adv=3.012, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:   7%| | 22/333 [00:28<06:23,  1.23s/it, loss=0.691, pair=0.015, adv=3.547, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   7%| | 23/333 [00:28<06:26,  1.25s/it, loss=0.691, pair=0.015, adv=3.547, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   7%| | 23/333 [00:29<06:26,  1.25s/it, loss=0.693, pair=0.022, adv=3.646, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   7%| | 24/333 [00:29<06:15,  1.21s/it, loss=0.693, pair=0.022, adv=3.646, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   7%| | 24/333 [00:31<06:15,  1.21s/it, loss=0.714, pair=0.089, adv=3.430, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   8%| | 25/333 [00:31<06:23,  1.24s/it, loss=0.714, pair=0.089, adv=3.430, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:   8%| | 25/333 [00:32<06:23,  1.24s/it, loss=0.720, pair=0.027, adv=3.417, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   8%| | 26/333 [00:32<06:16,  1.23s/it, loss=0.720, pair=0.027, adv=3.417, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:   8%| | 26/333 [00:33<06:16,  1.23s/it, loss=0.700, pair=0.044, adv=3.458, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:   8%| | 27/333 [00:33<06:21,  1.25s/it, loss=0.700, pair=0.044, adv=3.458, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:   8%| | 27/333 [00:34<06:21,  1.25s/it, loss=0.722, pair=0.041, adv=3.683, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   8%| | 28/333 [00:34<06:16,  1.23s/it, loss=0.722, pair=0.041, adv=3.683, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:   8%| | 28/333 [00:36<06:16,  1.23s/it, loss=0.712, pair=0.080, adv=3.126, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:   9%| | 29/333 [00:36<06:17,  1.24s/it, loss=0.712, pair=0.080, adv=3.126, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:   9%| | 29/333 [00:37<06:17,  1.24s/it, loss=0.702, pair=0.028, adv=3.493, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   9%| | 30/333 [00:37<06:10,  1.22s/it, loss=0.702, pair=0.028, adv=3.493, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:   9%| | 30/333 [00:38<06:10,  1.22s/it, loss=0.701, pair=0.038, adv=3.414, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   9%| | 31/333 [00:38<06:23,  1.27s/it, loss=0.701, pair=0.038, adv=3.414, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:   9%| | 31/333 [00:39<06:23,  1.27s/it, loss=0.688, pair=0.071, adv=3.120, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  10%| | 32/333 [00:39<06:14,  1.24s/it, loss=0.688, pair=0.071, adv=3.120, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  10%| | 32/333 [00:41<06:14,  1.24s/it, loss=0.696, pair=0.043, adv=3.470, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  10%| | 33/333 [00:41<06:28,  1.29s/it, loss=0.696, pair=0.043, adv=3.470, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  10%| | 33/333 [00:42<06:28,  1.29s/it, loss=0.718, pair=0.042, adv=3.310, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  10%| | 34/333 [00:42<06:20,  1.27s/it, loss=0.718, pair=0.042, adv=3.310, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  10%| | 34/333 [00:43<06:20,  1.27s/it, loss=0.695, pair=0.059, adv=2.914, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:  11%| | 35/333 [00:43<06:31,  1.31s/it, loss=0.695, pair=0.059, adv=2.914, sprd=0.029]
Ep 020/60 [S1→S2:ramp]:  11%| | 35/333 [00:45<06:31,  1.31s/it, loss=0.709, pair=0.041, adv=3.510, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  11%| | 36/333 [00:45<06:18,  1.27s/it, loss=0.709, pair=0.041, adv=3.510, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  11%| | 36/333 [00:46<06:18,  1.27s/it, loss=0.661, pair=0.034, adv=3.001, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  11%| | 37/333 [00:46<06:24,  1.30s/it, loss=0.661, pair=0.034, adv=3.001, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  11%| | 37/333 [00:47<06:24,  1.30s/it, loss=0.716, pair=0.058, adv=3.381, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  11%| | 38/333 [00:47<06:09,  1.25s/it, loss=0.716, pair=0.058, adv=3.381, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  11%| | 38/333 [00:49<06:09,  1.25s/it, loss=0.655, pair=0.030, adv=2.937, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  12%| | 39/333 [00:49<06:20,  1.29s/it, loss=0.655, pair=0.030, adv=2.937, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  12%| | 39/333 [00:50<06:20,  1.29s/it, loss=0.705, pair=0.037, adv=3.339, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  12%| | 40/333 [00:50<06:08,  1.26s/it, loss=0.705, pair=0.037, adv=3.339, sprd=0.027]
Ep 020/60 [S1→S2:ramp]:  12%| | 40/333 [00:51<06:08,  1.26s/it, loss=0.710, pair=0.044, adv=3.476, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  12%| | 41/333 [00:51<06:23,  1.31s/it, loss=0.710, pair=0.044, adv=3.476, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  12%| | 41/333 [00:52<06:23,  1.31s/it, loss=0.668, pair=0.019, adv=3.122, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:52<06:07,  1.26s/it, loss=0.668, pair=0.019, adv=3.122, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 42/333 [00:53<06:07,  1.26s/it, loss=0.701, pair=0.035, adv=3.542, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:53<06:00,  1.24s/it, loss=0.701, pair=0.035, adv=3.542, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 43/333 [00:55<06:00,  1.24s/it, loss=0.692, pair=0.039, adv=3.261, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:55<05:40,  1.18s/it, loss=0.692, pair=0.039, adv=3.261, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  13%|▏| 44/333 [00:56<05:40,  1.18s/it, loss=0.677, pair=0.045, adv=3.130, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:56<05:53,  1.23s/it, loss=0.677, pair=0.045, adv=3.130, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 45/333 [00:57<05:53,  1.23s/it, loss=0.678, pair=0.026, adv=3.370, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:57<05:20,  1.12s/it, loss=0.678, pair=0.026, adv=3.370, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 46/333 [00:58<05:20,  1.12s/it, loss=0.699, pair=0.020, adv=3.616, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:58<05:47,  1.21s/it, loss=0.699, pair=0.020, adv=3.616, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 47/333 [00:59<05:47,  1.21s/it, loss=0.691, pair=0.023, adv=3.412, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 48/333 [00:59<05:37,  1.19s/it, loss=0.691, pair=0.023, adv=3.412, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  14%|▏| 48/333 [01:01<05:37,  1.19s/it, loss=0.746, pair=0.028, adv=3.838, sprd=0.035]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 49/333 [01:01<05:42,  1.21s/it, loss=0.746, pair=0.028, adv=3.838, sprd=0.035]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 49/333 [01:02<05:42,  1.21s/it, loss=0.692, pair=0.055, adv=3.385, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 50/333 [01:02<05:33,  1.18s/it, loss=0.692, pair=0.055, adv=3.385, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 50/333 [01:03<05:33,  1.18s/it, loss=0.706, pair=0.073, adv=3.357, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 51/333 [01:03<05:47,  1.23s/it, loss=0.706, pair=0.073, adv=3.357, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  15%|▏| 51/333 [01:04<05:47,  1.23s/it, loss=0.723, pair=0.060, adv=3.579, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 52/333 [01:04<05:30,  1.18s/it, loss=0.723, pair=0.060, adv=3.579, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 52/333 [01:05<05:30,  1.18s/it, loss=0.686, pair=0.045, adv=3.171, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 53/333 [01:05<05:50,  1.25s/it, loss=0.686, pair=0.045, adv=3.171, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 53/333 [01:07<05:50,  1.25s/it, loss=0.666, pair=0.009, adv=3.621, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 54/333 [01:07<05:33,  1.20s/it, loss=0.666, pair=0.009, adv=3.621, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  16%|▏| 54/333 [01:08<05:33,  1.20s/it, loss=0.689, pair=0.031, adv=4.447, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:08<05:42,  1.23s/it, loss=0.689, pair=0.031, adv=4.447, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 55/333 [01:09<05:42,  1.23s/it, loss=0.704, pair=0.047, adv=3.763, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:09<05:34,  1.21s/it, loss=0.704, pair=0.047, adv=3.763, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 56/333 [01:10<05:34,  1.21s/it, loss=0.675, pair=0.030, adv=3.142, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:10<05:49,  1.27s/it, loss=0.675, pair=0.030, adv=3.142, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 57/333 [01:11<05:49,  1.27s/it, loss=0.684, pair=0.040, adv=3.442, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:11<05:26,  1.19s/it, loss=0.684, pair=0.040, adv=3.442, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  17%|▏| 58/333 [01:13<05:26,  1.19s/it, loss=0.707, pair=0.038, adv=3.404, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:13<05:36,  1.23s/it, loss=0.707, pair=0.038, adv=3.404, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 59/333 [01:14<05:36,  1.23s/it, loss=0.674, pair=0.017, adv=3.603, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:14<05:22,  1.18s/it, loss=0.674, pair=0.017, adv=3.603, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 60/333 [01:15<05:22,  1.18s/it, loss=0.703, pair=0.068, adv=3.942, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:15<05:24,  1.19s/it, loss=0.703, pair=0.068, adv=3.942, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  18%|▏| 61/333 [01:16<05:24,  1.19s/it, loss=0.672, pair=0.056, adv=3.264, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:16<05:12,  1.15s/it, loss=0.672, pair=0.056, adv=3.264, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 62/333 [01:17<05:12,  1.15s/it, loss=0.695, pair=0.030, adv=3.441, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:17<05:22,  1.20s/it, loss=0.695, pair=0.030, adv=3.441, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 63/333 [01:18<05:22,  1.20s/it, loss=0.680, pair=0.053, adv=3.310, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:18<05:13,  1.16s/it, loss=0.680, pair=0.053, adv=3.310, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:  19%|▏| 64/333 [01:20<05:13,  1.16s/it, loss=0.701, pair=0.065, adv=3.673, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:20<05:28,  1.23s/it, loss=0.701, pair=0.065, adv=3.673, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 65/333 [01:21<05:28,  1.23s/it, loss=0.697, pair=0.027, adv=3.531, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:21<05:16,  1.18s/it, loss=0.697, pair=0.027, adv=3.531, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 66/333 [01:22<05:16,  1.18s/it, loss=0.676, pair=0.006, adv=3.419, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:22<05:30,  1.24s/it, loss=0.676, pair=0.006, adv=3.419, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 67/333 [01:23<05:30,  1.24s/it, loss=0.679, pair=0.069, adv=3.131, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:23<05:15,  1.19s/it, loss=0.679, pair=0.069, adv=3.131, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  20%|▏| 68/333 [01:25<05:15,  1.19s/it, loss=0.666, pair=0.043, adv=3.095, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:25<05:25,  1.23s/it, loss=0.666, pair=0.043, adv=3.095, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 69/333 [01:26<05:25,  1.23s/it, loss=0.713, pair=0.097, adv=3.343, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:26<05:18,  1.21s/it, loss=0.713, pair=0.097, adv=3.343, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 70/333 [01:27<05:18,  1.21s/it, loss=0.694, pair=0.029, adv=3.523, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:27<05:23,  1.23s/it, loss=0.694, pair=0.029, adv=3.523, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  21%|▏| 71/333 [01:28<05:23,  1.23s/it, loss=0.732, pair=0.095, adv=3.333, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:28<05:16,  1.21s/it, loss=0.732, pair=0.095, adv=3.333, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 72/333 [01:30<05:16,  1.21s/it, loss=0.747, pair=0.076, adv=3.554, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:30<05:19,  1.23s/it, loss=0.747, pair=0.076, adv=3.554, sprd=0.032]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 73/333 [01:31<05:19,  1.23s/it, loss=0.718, pair=0.038, adv=3.849, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:31<05:08,  1.19s/it, loss=0.718, pair=0.038, adv=3.849, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  22%|▏| 74/333 [01:32<05:08,  1.19s/it, loss=0.690, pair=0.056, adv=3.428, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:32<05:22,  1.25s/it, loss=0.690, pair=0.056, adv=3.428, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 75/333 [01:33<05:22,  1.25s/it, loss=0.695, pair=0.029, adv=3.846, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:33<05:12,  1.22s/it, loss=0.695, pair=0.029, adv=3.846, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 76/333 [01:34<05:12,  1.22s/it, loss=0.702, pair=0.037, adv=3.209, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:34<05:12,  1.22s/it, loss=0.702, pair=0.037, adv=3.209, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 77/333 [01:35<05:12,  1.22s/it, loss=0.715, pair=0.038, adv=4.043, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:35<04:59,  1.18s/it, loss=0.715, pair=0.038, adv=4.043, sprd=0.031]
Ep 020/60 [S1→S2:ramp]:  23%|▏| 78/333 [01:37<04:59,  1.18s/it, loss=0.677, pair=0.066, adv=3.119, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:37<05:09,  1.22s/it, loss=0.677, pair=0.066, adv=3.119, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 79/333 [01:38<05:09,  1.22s/it, loss=0.720, pair=0.092, adv=4.019, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:38<05:04,  1.20s/it, loss=0.720, pair=0.092, adv=4.019, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 80/333 [01:39<05:04,  1.20s/it, loss=0.714, pair=0.050, adv=3.179, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:39<05:20,  1.27s/it, loss=0.714, pair=0.050, adv=3.179, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  24%|▏| 81/333 [01:41<05:20,  1.27s/it, loss=0.704, pair=0.078, adv=3.652, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:41<05:11,  1.24s/it, loss=0.704, pair=0.078, adv=3.652, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 82/333 [01:42<05:11,  1.24s/it, loss=0.713, pair=0.037, adv=3.609, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:42<05:14,  1.26s/it, loss=0.713, pair=0.037, adv=3.609, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  25%|▏| 83/333 [01:43<05:14,  1.26s/it, loss=0.712, pair=0.062, adv=3.650, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:43<05:06,  1.23s/it, loss=0.712, pair=0.062, adv=3.650, sprd=0.028]
Ep 020/60 [S1→S2:ramp]:  25%|▎| 84/333 [01:44<05:06,  1.23s/it, loss=0.691, pair=0.025, adv=3.628, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:44<05:18,  1.28s/it, loss=0.691, pair=0.025, adv=3.628, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 85/333 [01:46<05:18,  1.28s/it, loss=0.678, pair=0.021, adv=3.314, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:46<05:05,  1.24s/it, loss=0.678, pair=0.021, adv=3.314, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 86/333 [01:47<05:05,  1.24s/it, loss=0.679, pair=0.015, adv=3.488, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:47<05:20,  1.30s/it, loss=0.679, pair=0.015, adv=3.488, sprd=0.019]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 87/333 [01:48<05:20,  1.30s/it, loss=0.694, pair=0.036, adv=3.548, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:48<05:05,  1.25s/it, loss=0.694, pair=0.036, adv=3.548, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  26%|▎| 88/333 [01:50<05:05,  1.25s/it, loss=0.704, pair=0.011, adv=3.564, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:50<05:14,  1.29s/it, loss=0.704, pair=0.011, adv=3.564, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 89/333 [01:51<05:14,  1.29s/it, loss=0.714, pair=0.011, adv=3.728, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:51<04:49,  1.19s/it, loss=0.714, pair=0.011, adv=3.728, sprd=0.030]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 90/333 [01:52<04:49,  1.19s/it, loss=0.713, pair=0.042, adv=3.606, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:52<05:11,  1.29s/it, loss=0.713, pair=0.042, adv=3.606, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  27%|▎| 91/333 [01:53<05:11,  1.29s/it, loss=0.687, pair=0.007, adv=3.421, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:53<05:02,  1.25s/it, loss=0.687, pair=0.007, adv=3.421, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 92/333 [01:55<05:02,  1.25s/it, loss=0.702, pair=0.033, adv=3.828, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:55<05:08,  1.28s/it, loss=0.702, pair=0.033, adv=3.828, sprd=0.021]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 93/333 [01:55<05:08,  1.28s/it, loss=0.679, pair=0.040, adv=3.054, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:55<04:42,  1.18s/it, loss=0.679, pair=0.040, adv=3.054, sprd=0.024]
Ep 020/60 [S1→S2:ramp]:  28%|▎| 94/333 [01:57<04:42,  1.18s/it, loss=0.687, pair=0.038, adv=3.482, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:57<04:55,  1.24s/it, loss=0.687, pair=0.038, adv=3.482, sprd=0.022]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 95/333 [01:58<04:55,  1.24s/it, loss=0.705, pair=0.043, adv=3.531, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 96/333 [01:58<04:50,  1.23s/it, loss=0.705, pair=0.043, adv=3.531, sprd=0.026]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 96/333 [02:00<04:50,  1.23s/it, loss=0.686, pair=0.024, adv=3.269, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 97/333 [02:00<05:07,  1.30s/it, loss=0.686, pair=0.024, adv=3.269, sprd=0.023]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 97/333 [02:01<05:07,  1.30s/it, loss=0.745, pair=0.402, adv=2.902, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 98/333 [02:01<04:54,  1.25s/it, loss=0.745, pair=0.402, adv=2.902, sprd=0.020]
Ep 020/60 [S1→S2:ramp]:  29%|▎| 98/333 [02:02<04:54,  1.25s/it, loss=0.666, pair=0.014, adv=2.990, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  30%|▎| 99/333 [02:02<05:08,  1.32s/it, loss=0.666, pair=0.014, adv=2.990, sprd=0.025]
Ep 020/60 [S1→S2:ramp]:  30%|▎| 99/333 [02:03<05:08,  1.32s/it, loss=0.746, pair=0.059, adv=4.088, sprd=0.033]
Ep 020/60 [S1→S2:ramp]:  30%|▎| 100/333 [02:03<04:57,  1.28s/it, loss=0.746, pair=0.059, adv=4.088, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  30%|▎| 100/333 [02:05<04:57,  1.28s/it, loss=0.709, pair=0.015, adv=3.530, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  30%|▎| 101/333 [02:05<05:12,  1.35s/it, loss=0.709, pair=0.015, adv=3.530, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  30%|▎| 101/333 [02:06<05:12,  1.35s/it, loss=0.644, pair=0.025, adv=2.812, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  31%|▎| 102/333 [02:06<04:57,  1.29s/it, loss=0.644, pair=0.025, adv=2.812, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  31%|▎| 102/333 [02:08<04:57,  1.29s/it, loss=0.719, pair=0.023, adv=4.007, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  31%|▎| 103/333 [02:08<05:17,  1.38s/it, loss=0.719, pair=0.023, adv=4.007, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  31%|▎| 103/333 [02:09<05:17,  1.38s/it, loss=0.712, pair=0.051, adv=3.427, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  31%|▎| 104/333 [02:09<05:02,  1.32s/it, loss=0.712, pair=0.051, adv=3.427, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  31%|▎| 104/333 [02:10<05:02,  1.32s/it, loss=0.755, pair=0.027, adv=2.985, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  32%|▎| 105/333 [02:10<05:05,  1.34s/it, loss=0.755, pair=0.027, adv=2.985, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  32%|▎| 105/333 [02:11<05:05,  1.34s/it, loss=0.667, pair=0.013, adv=3.254, sprd=0.017
Ep 020/60 [S1→S2:ramp]:  32%|▎| 106/333 [02:11<04:44,  1.25s/it, loss=0.667, pair=0.013, adv=3.254, sprd=0.017
Ep 020/60 [S1→S2:ramp]:  32%|▎| 106/333 [02:12<04:44,  1.25s/it, loss=0.679, pair=0.009, adv=3.721, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  32%|▎| 107/333 [02:12<04:46,  1.27s/it, loss=0.679, pair=0.009, adv=3.721, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  32%|▎| 107/333 [02:14<04:46,  1.27s/it, loss=0.672, pair=0.026, adv=3.180, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  32%|▎| 108/333 [02:14<04:38,  1.24s/it, loss=0.672, pair=0.026, adv=3.180, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  32%|▎| 108/333 [02:15<04:38,  1.24s/it, loss=0.871, pair=0.019, adv=3.373, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  33%|▎| 109/333 [02:15<04:42,  1.26s/it, loss=0.871, pair=0.019, adv=3.373, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  33%|▎| 109/333 [02:16<04:42,  1.26s/it, loss=0.713, pair=0.021, adv=3.594, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:16<04:33,  1.22s/it, loss=0.713, pair=0.021, adv=3.594, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  33%|▎| 110/333 [02:17<04:33,  1.22s/it, loss=0.700, pair=0.041, adv=3.517, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:17<04:38,  1.25s/it, loss=0.700, pair=0.041, adv=3.517, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  33%|▎| 111/333 [02:19<04:38,  1.25s/it, loss=0.682, pair=0.029, adv=3.383, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:19<04:28,  1.21s/it, loss=0.682, pair=0.029, adv=3.383, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  34%|▎| 112/333 [02:20<04:28,  1.21s/it, loss=0.695, pair=0.025, adv=3.630, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:20<04:34,  1.25s/it, loss=0.695, pair=0.025, adv=3.630, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  34%|▎| 113/333 [02:21<04:34,  1.25s/it, loss=0.697, pair=0.022, adv=3.551, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:21<04:28,  1.23s/it, loss=0.697, pair=0.022, adv=3.551, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  34%|▎| 114/333 [02:22<04:28,  1.23s/it, loss=0.707, pair=0.047, adv=3.095, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:22<04:36,  1.27s/it, loss=0.707, pair=0.047, adv=3.095, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  35%|▎| 115/333 [02:23<04:36,  1.27s/it, loss=0.681, pair=0.029, adv=3.277, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:23<04:14,  1.17s/it, loss=0.681, pair=0.029, adv=3.277, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  35%|▎| 116/333 [02:25<04:14,  1.17s/it, loss=0.692, pair=0.052, adv=3.272, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:25<04:25,  1.23s/it, loss=0.692, pair=0.052, adv=3.272, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  35%|▎| 117/333 [02:26<04:25,  1.23s/it, loss=0.709, pair=0.018, adv=3.756, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:26<04:19,  1.21s/it, loss=0.709, pair=0.018, adv=3.756, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  35%|▎| 118/333 [02:27<04:19,  1.21s/it, loss=0.672, pair=0.009, adv=3.428, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:27<04:29,  1.26s/it, loss=0.672, pair=0.009, adv=3.428, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  36%|▎| 119/333 [02:28<04:29,  1.26s/it, loss=0.687, pair=0.031, adv=3.711, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:28<04:14,  1.19s/it, loss=0.687, pair=0.031, adv=3.711, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  36%|▎| 120/333 [02:30<04:14,  1.19s/it, loss=0.712, pair=0.021, adv=2.779, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:30<04:22,  1.24s/it, loss=0.712, pair=0.021, adv=2.779, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  36%|▎| 121/333 [02:31<04:22,  1.24s/it, loss=0.697, pair=0.017, adv=3.596, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:31<04:17,  1.22s/it, loss=0.697, pair=0.017, adv=3.596, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  37%|▎| 122/333 [02:32<04:17,  1.22s/it, loss=0.781, pair=0.038, adv=3.080, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:32<04:21,  1.25s/it, loss=0.781, pair=0.038, adv=3.080, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  37%|▎| 123/333 [02:33<04:21,  1.25s/it, loss=0.677, pair=0.025, adv=3.271, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:33<04:10,  1.20s/it, loss=0.677, pair=0.025, adv=3.271, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  37%|▎| 124/333 [02:35<04:10,  1.20s/it, loss=0.701, pair=0.013, adv=3.508, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:35<04:25,  1.28s/it, loss=0.701, pair=0.013, adv=3.508, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  38%|▍| 125/333 [02:36<04:25,  1.28s/it, loss=0.716, pair=0.033, adv=3.482, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:36<04:05,  1.19s/it, loss=0.716, pair=0.033, adv=3.482, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  38%|▍| 126/333 [02:37<04:05,  1.19s/it, loss=0.716, pair=0.031, adv=3.476, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:37<04:18,  1.25s/it, loss=0.716, pair=0.031, adv=3.476, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  38%|▍| 127/333 [02:38<04:18,  1.25s/it, loss=0.692, pair=0.030, adv=3.363, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:38<03:51,  1.13s/it, loss=0.692, pair=0.030, adv=3.363, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  38%|▍| 128/333 [02:39<03:51,  1.13s/it, loss=0.708, pair=0.028, adv=3.313, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:39<04:08,  1.22s/it, loss=0.708, pair=0.028, adv=3.313, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  39%|▍| 129/333 [02:40<04:08,  1.22s/it, loss=0.689, pair=0.009, adv=3.502, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:40<03:59,  1.18s/it, loss=0.689, pair=0.009, adv=3.502, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  39%|▍| 130/333 [02:42<03:59,  1.18s/it, loss=0.683, pair=0.009, adv=3.765, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:42<04:13,  1.25s/it, loss=0.683, pair=0.009, adv=3.765, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  39%|▍| 131/333 [02:43<04:13,  1.25s/it, loss=0.665, pair=0.034, adv=2.889, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:43<04:05,  1.22s/it, loss=0.665, pair=0.034, adv=2.889, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  40%|▍| 132/333 [02:44<04:05,  1.22s/it, loss=0.689, pair=0.020, adv=3.646, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:44<04:17,  1.29s/it, loss=0.689, pair=0.020, adv=3.646, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  40%|▍| 133/333 [02:46<04:17,  1.29s/it, loss=0.697, pair=0.042, adv=3.280, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:46<04:09,  1.25s/it, loss=0.697, pair=0.042, adv=3.280, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  40%|▍| 134/333 [02:47<04:09,  1.25s/it, loss=0.713, pair=0.015, adv=3.419, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:47<04:19,  1.31s/it, loss=0.713, pair=0.015, adv=3.419, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  41%|▍| 135/333 [02:48<04:19,  1.31s/it, loss=0.680, pair=0.016, adv=3.230, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:48<04:07,  1.26s/it, loss=0.680, pair=0.016, adv=3.230, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  41%|▍| 136/333 [02:50<04:07,  1.26s/it, loss=0.708, pair=0.024, adv=3.652, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:50<04:21,  1.34s/it, loss=0.708, pair=0.024, adv=3.652, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  41%|▍| 137/333 [02:51<04:21,  1.34s/it, loss=0.665, pair=0.010, adv=3.251, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:51<04:03,  1.25s/it, loss=0.665, pair=0.010, adv=3.251, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  41%|▍| 138/333 [02:52<04:03,  1.25s/it, loss=0.732, pair=0.018, adv=3.900, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:52<04:18,  1.33s/it, loss=0.732, pair=0.018, adv=3.900, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  42%|▍| 139/333 [02:53<04:18,  1.33s/it, loss=0.707, pair=0.018, adv=3.181, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:53<04:02,  1.26s/it, loss=0.707, pair=0.018, adv=3.181, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  42%|▍| 140/333 [02:55<04:02,  1.26s/it, loss=0.673, pair=0.053, adv=2.906, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:55<04:04,  1.27s/it, loss=0.673, pair=0.053, adv=2.906, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  42%|▍| 141/333 [02:56<04:04,  1.27s/it, loss=0.708, pair=0.039, adv=3.195, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:56<03:43,  1.17s/it, loss=0.708, pair=0.039, adv=3.195, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  43%|▍| 142/333 [02:57<03:43,  1.17s/it, loss=0.844, pair=0.049, adv=3.166, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:57<03:35,  1.13s/it, loss=0.844, pair=0.049, adv=3.166, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  43%|▍| 143/333 [02:58<03:35,  1.13s/it, loss=0.701, pair=0.022, adv=3.471, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:58<03:33,  1.13s/it, loss=0.701, pair=0.022, adv=3.471, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  43%|▍| 144/333 [02:59<03:33,  1.13s/it, loss=0.685, pair=0.054, adv=2.941, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  44%|▍| 145/333 [02:59<03:41,  1.18s/it, loss=0.685, pair=0.054, adv=2.941, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  44%|▍| 145/333 [03:00<03:41,  1.18s/it, loss=0.700, pair=0.022, adv=3.488, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  44%|▍| 146/333 [03:00<03:25,  1.10s/it, loss=0.700, pair=0.022, adv=3.488, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  44%|▍| 146/333 [03:01<03:25,  1.10s/it, loss=0.719, pair=0.013, adv=3.871, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  44%|▍| 147/333 [03:01<03:45,  1.21s/it, loss=0.719, pair=0.013, adv=3.871, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  44%|▍| 147/333 [03:03<03:45,  1.21s/it, loss=0.681, pair=0.036, adv=3.670, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  44%|▍| 148/333 [03:03<03:39,  1.18s/it, loss=0.681, pair=0.036, adv=3.670, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  44%|▍| 148/333 [03:04<03:39,  1.18s/it, loss=0.703, pair=0.040, adv=3.524, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  45%|▍| 149/333 [03:04<03:45,  1.22s/it, loss=0.703, pair=0.040, adv=3.524, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  45%|▍| 149/333 [03:05<03:45,  1.22s/it, loss=0.680, pair=0.054, adv=3.277, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  45%|▍| 150/333 [03:05<03:38,  1.19s/it, loss=0.680, pair=0.054, adv=3.277, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  45%|▍| 150/333 [03:07<03:38,  1.19s/it, loss=0.724, pair=0.052, adv=3.350, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  45%|▍| 151/333 [03:07<03:55,  1.29s/it, loss=0.724, pair=0.052, adv=3.350, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  45%|▍| 151/333 [03:07<03:55,  1.29s/it, loss=0.667, pair=0.039, adv=2.938, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  46%|▍| 152/333 [03:07<03:32,  1.18s/it, loss=0.667, pair=0.039, adv=2.938, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  46%|▍| 152/333 [03:09<03:32,  1.18s/it, loss=0.728, pair=0.040, adv=3.174, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  46%|▍| 153/333 [03:09<03:46,  1.26s/it, loss=0.728, pair=0.040, adv=3.174, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  46%|▍| 153/333 [03:10<03:46,  1.26s/it, loss=0.708, pair=0.047, adv=3.438, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  46%|▍| 154/333 [03:10<03:41,  1.24s/it, loss=0.708, pair=0.047, adv=3.438, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  46%|▍| 154/333 [03:11<03:41,  1.24s/it, loss=0.667, pair=0.055, adv=2.830, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  47%|▍| 155/333 [03:11<03:37,  1.22s/it, loss=0.667, pair=0.055, adv=2.830, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  47%|▍| 155/333 [03:13<03:37,  1.22s/it, loss=0.727, pair=0.067, adv=3.343, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  47%|▍| 156/333 [03:13<03:36,  1.22s/it, loss=0.727, pair=0.067, adv=3.343, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  47%|▍| 156/333 [03:14<03:36,  1.22s/it, loss=0.695, pair=0.032, adv=3.259, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  47%|▍| 157/333 [03:14<03:42,  1.26s/it, loss=0.695, pair=0.032, adv=3.259, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  47%|▍| 157/333 [03:15<03:42,  1.26s/it, loss=0.692, pair=0.058, adv=3.259, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  47%|▍| 158/333 [03:15<03:23,  1.16s/it, loss=0.692, pair=0.058, adv=3.259, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  47%|▍| 158/333 [03:16<03:23,  1.16s/it, loss=0.728, pair=0.076, adv=3.300, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  48%|▍| 159/333 [03:16<03:40,  1.27s/it, loss=0.728, pair=0.076, adv=3.300, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  48%|▍| 159/333 [03:17<03:40,  1.27s/it, loss=0.685, pair=0.038, adv=3.304, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  48%|▍| 160/333 [03:17<03:16,  1.13s/it, loss=0.685, pair=0.038, adv=3.304, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  48%|▍| 160/333 [03:19<03:16,  1.13s/it, loss=0.726, pair=0.040, adv=3.617, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  48%|▍| 161/333 [03:19<03:31,  1.23s/it, loss=0.726, pair=0.040, adv=3.617, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  48%|▍| 161/333 [03:20<03:31,  1.23s/it, loss=0.718, pair=0.041, adv=3.518, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  49%|▍| 162/333 [03:20<03:28,  1.22s/it, loss=0.718, pair=0.041, adv=3.518, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  49%|▍| 162/333 [03:21<03:28,  1.22s/it, loss=0.752, pair=0.055, adv=3.521, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  49%|▍| 163/333 [03:21<03:32,  1.25s/it, loss=0.752, pair=0.055, adv=3.521, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  49%|▍| 163/333 [03:22<03:32,  1.25s/it, loss=0.703, pair=0.018, adv=3.575, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:22<03:28,  1.23s/it, loss=0.703, pair=0.018, adv=3.575, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  49%|▍| 164/333 [03:24<03:28,  1.23s/it, loss=0.702, pair=0.028, adv=3.409, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:24<03:33,  1.27s/it, loss=0.702, pair=0.028, adv=3.409, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  50%|▍| 165/333 [03:25<03:33,  1.27s/it, loss=0.706, pair=0.021, adv=3.814, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:25<03:22,  1.21s/it, loss=0.706, pair=0.021, adv=3.814, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  50%|▍| 166/333 [03:26<03:22,  1.21s/it, loss=0.728, pair=0.081, adv=3.582, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:26<03:32,  1.28s/it, loss=0.728, pair=0.081, adv=3.582, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  50%|▌| 167/333 [03:27<03:32,  1.28s/it, loss=0.688, pair=0.014, adv=3.261, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:27<03:23,  1.23s/it, loss=0.688, pair=0.014, adv=3.261, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  50%|▌| 168/333 [03:29<03:23,  1.23s/it, loss=0.700, pair=0.042, adv=3.470, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:29<03:28,  1.27s/it, loss=0.700, pair=0.042, adv=3.470, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  51%|▌| 169/333 [03:30<03:28,  1.27s/it, loss=0.686, pair=0.046, adv=3.217, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:30<03:20,  1.23s/it, loss=0.686, pair=0.046, adv=3.217, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  51%|▌| 170/333 [03:31<03:20,  1.23s/it, loss=0.738, pair=0.047, adv=3.617, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:31<03:30,  1.30s/it, loss=0.738, pair=0.047, adv=3.617, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  51%|▌| 171/333 [03:32<03:30,  1.30s/it, loss=0.698, pair=0.021, adv=3.368, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:32<03:15,  1.21s/it, loss=0.698, pair=0.021, adv=3.368, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  52%|▌| 172/333 [03:34<03:15,  1.21s/it, loss=0.725, pair=0.018, adv=3.595, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:34<03:27,  1.30s/it, loss=0.725, pair=0.018, adv=3.595, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  52%|▌| 173/333 [03:35<03:27,  1.30s/it, loss=0.686, pair=0.024, adv=3.640, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:35<03:08,  1.18s/it, loss=0.686, pair=0.024, adv=3.640, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  52%|▌| 174/333 [03:36<03:08,  1.18s/it, loss=0.733, pair=0.043, adv=3.524, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:36<03:20,  1.27s/it, loss=0.733, pair=0.043, adv=3.524, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  53%|▌| 175/333 [03:37<03:20,  1.27s/it, loss=0.662, pair=0.046, adv=2.951, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:37<03:06,  1.19s/it, loss=0.662, pair=0.046, adv=2.951, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  53%|▌| 176/333 [03:38<03:06,  1.19s/it, loss=0.714, pair=0.046, adv=3.341, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:38<03:10,  1.22s/it, loss=0.714, pair=0.046, adv=3.341, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  53%|▌| 177/333 [03:40<03:10,  1.22s/it, loss=0.660, pair=0.040, adv=3.076, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:40<03:04,  1.19s/it, loss=0.660, pair=0.040, adv=3.076, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  53%|▌| 178/333 [03:41<03:04,  1.19s/it, loss=0.691, pair=0.031, adv=3.044, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:41<03:09,  1.23s/it, loss=0.691, pair=0.031, adv=3.044, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  54%|▌| 179/333 [03:42<03:09,  1.23s/it, loss=0.688, pair=0.042, adv=3.114, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:42<03:03,  1.20s/it, loss=0.688, pair=0.042, adv=3.114, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  54%|▌| 180/333 [03:43<03:03,  1.20s/it, loss=0.724, pair=0.059, adv=3.232, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:43<03:14,  1.28s/it, loss=0.724, pair=0.059, adv=3.232, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  54%|▌| 181/333 [03:45<03:14,  1.28s/it, loss=0.635, pair=0.023, adv=2.967, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:45<03:05,  1.23s/it, loss=0.635, pair=0.023, adv=2.967, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  55%|▌| 182/333 [03:46<03:05,  1.23s/it, loss=0.716, pair=0.038, adv=3.355, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:46<03:17,  1.32s/it, loss=0.716, pair=0.038, adv=3.355, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  55%|▌| 183/333 [03:47<03:17,  1.32s/it, loss=0.685, pair=0.029, adv=3.326, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:47<02:57,  1.19s/it, loss=0.685, pair=0.029, adv=3.326, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  55%|▌| 184/333 [03:48<02:57,  1.19s/it, loss=0.684, pair=0.046, adv=2.991, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:48<03:06,  1.26s/it, loss=0.684, pair=0.046, adv=2.991, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  56%|▌| 185/333 [03:50<03:06,  1.26s/it, loss=0.726, pair=0.047, adv=3.387, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:50<02:59,  1.22s/it, loss=0.726, pair=0.047, adv=3.387, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  56%|▌| 186/333 [03:51<02:59,  1.22s/it, loss=0.683, pair=0.050, adv=3.509, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:51<03:05,  1.27s/it, loss=0.683, pair=0.050, adv=3.509, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  56%|▌| 187/333 [03:52<03:05,  1.27s/it, loss=0.684, pair=0.034, adv=3.252, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:52<02:58,  1.23s/it, loss=0.684, pair=0.034, adv=3.252, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  56%|▌| 188/333 [03:53<02:58,  1.23s/it, loss=0.714, pair=0.032, adv=3.537, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:53<02:59,  1.25s/it, loss=0.714, pair=0.032, adv=3.537, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  57%|▌| 189/333 [03:54<02:59,  1.25s/it, loss=0.667, pair=0.023, adv=3.104, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:54<02:52,  1.21s/it, loss=0.667, pair=0.023, adv=3.104, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  57%|▌| 190/333 [03:56<02:52,  1.21s/it, loss=0.716, pair=0.032, adv=3.711, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:56<03:00,  1.27s/it, loss=0.716, pair=0.032, adv=3.711, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  57%|▌| 191/333 [03:57<03:00,  1.27s/it, loss=0.700, pair=0.038, adv=3.590, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:57<02:52,  1.22s/it, loss=0.700, pair=0.038, adv=3.590, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  58%|▌| 192/333 [03:58<02:52,  1.22s/it, loss=0.693, pair=0.024, adv=3.273, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:58<02:48,  1.20s/it, loss=0.693, pair=0.024, adv=3.273, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  58%|▌| 193/333 [03:59<02:48,  1.20s/it, loss=0.691, pair=0.028, adv=3.190, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  58%|▌| 194/333 [03:59<02:45,  1.19s/it, loss=0.691, pair=0.028, adv=3.190, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  58%|▌| 194/333 [04:01<02:45,  1.19s/it, loss=0.707, pair=0.068, adv=3.284, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  59%|▌| 195/333 [04:01<02:51,  1.24s/it, loss=0.707, pair=0.068, adv=3.284, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  59%|▌| 195/333 [04:02<02:51,  1.24s/it, loss=0.668, pair=0.005, adv=2.984, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  59%|▌| 196/333 [04:02<02:42,  1.18s/it, loss=0.668, pair=0.005, adv=2.984, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  59%|▌| 196/333 [04:03<02:42,  1.18s/it, loss=0.696, pair=0.011, adv=3.182, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  59%|▌| 197/333 [04:03<02:52,  1.27s/it, loss=0.696, pair=0.011, adv=3.182, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  59%|▌| 197/333 [04:04<02:52,  1.27s/it, loss=0.721, pair=0.066, adv=3.514, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  59%|▌| 198/333 [04:04<02:46,  1.23s/it, loss=0.721, pair=0.066, adv=3.514, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  59%|▌| 198/333 [04:06<02:46,  1.23s/it, loss=0.765, pair=0.048, adv=3.069, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  60%|▌| 199/333 [04:06<02:47,  1.25s/it, loss=0.765, pair=0.048, adv=3.069, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  60%|▌| 199/333 [04:07<02:47,  1.25s/it, loss=0.691, pair=0.069, adv=2.973, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  60%|▌| 200/333 [04:07<02:42,  1.22s/it, loss=0.691, pair=0.069, adv=2.973, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  60%|▌| 200/333 [04:08<02:42,  1.22s/it, loss=0.736, pair=0.037, adv=3.414, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  60%|▌| 201/333 [04:08<02:47,  1.27s/it, loss=0.736, pair=0.037, adv=3.414, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  60%|▌| 201/333 [04:09<02:47,  1.27s/it, loss=0.688, pair=0.060, adv=3.492, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  61%|▌| 202/333 [04:09<02:41,  1.23s/it, loss=0.688, pair=0.060, adv=3.492, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  61%|▌| 202/333 [04:11<02:41,  1.23s/it, loss=0.676, pair=0.043, adv=3.232, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  61%|▌| 203/333 [04:11<02:45,  1.27s/it, loss=0.676, pair=0.043, adv=3.232, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  61%|▌| 203/333 [04:12<02:45,  1.27s/it, loss=0.691, pair=0.033, adv=3.525, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  61%|▌| 204/333 [04:12<02:35,  1.20s/it, loss=0.691, pair=0.033, adv=3.525, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  61%|▌| 204/333 [04:13<02:35,  1.20s/it, loss=0.707, pair=0.061, adv=3.265, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  62%|▌| 205/333 [04:13<02:44,  1.29s/it, loss=0.707, pair=0.061, adv=3.265, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  62%|▌| 205/333 [04:14<02:44,  1.29s/it, loss=0.695, pair=0.036, adv=3.444, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  62%|▌| 206/333 [04:14<02:27,  1.16s/it, loss=0.695, pair=0.036, adv=3.444, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  62%|▌| 206/333 [04:15<02:27,  1.16s/it, loss=0.703, pair=0.038, adv=3.337, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  62%|▌| 207/333 [04:15<02:34,  1.23s/it, loss=0.703, pair=0.038, adv=3.337, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  62%|▌| 207/333 [04:16<02:34,  1.23s/it, loss=0.652, pair=0.018, adv=3.058, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  62%|▌| 208/333 [04:16<02:20,  1.12s/it, loss=0.652, pair=0.018, adv=3.058, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  62%|▌| 208/333 [04:18<02:20,  1.12s/it, loss=0.690, pair=0.045, adv=3.217, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  63%|▋| 209/333 [04:18<02:21,  1.14s/it, loss=0.690, pair=0.045, adv=3.217, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  63%|▋| 209/333 [04:19<02:21,  1.14s/it, loss=0.693, pair=0.013, adv=3.282, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  63%|▋| 210/333 [04:19<02:15,  1.10s/it, loss=0.693, pair=0.013, adv=3.282, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  63%|▋| 210/333 [04:20<02:15,  1.10s/it, loss=0.699, pair=0.009, adv=3.430, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  63%|▋| 211/333 [04:20<02:23,  1.18s/it, loss=0.699, pair=0.009, adv=3.430, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  63%|▋| 211/333 [04:21<02:23,  1.18s/it, loss=0.695, pair=0.063, adv=3.587, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  64%|▋| 212/333 [04:21<02:17,  1.14s/it, loss=0.695, pair=0.063, adv=3.587, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  64%|▋| 212/333 [04:22<02:17,  1.14s/it, loss=0.688, pair=0.056, adv=3.143, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  64%|▋| 213/333 [04:22<02:26,  1.22s/it, loss=0.688, pair=0.056, adv=3.143, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  64%|▋| 213/333 [04:23<02:26,  1.22s/it, loss=0.696, pair=0.015, adv=3.389, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  64%|▋| 214/333 [04:23<02:13,  1.12s/it, loss=0.696, pair=0.015, adv=3.389, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  64%|▋| 214/333 [04:25<02:13,  1.12s/it, loss=0.701, pair=0.067, adv=3.228, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  65%|▋| 215/333 [04:25<02:24,  1.22s/it, loss=0.701, pair=0.067, adv=3.228, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  65%|▋| 215/333 [04:26<02:24,  1.22s/it, loss=0.739, pair=0.032, adv=3.535, sprd=0.035
Ep 020/60 [S1→S2:ramp]:  65%|▋| 216/333 [04:26<02:22,  1.22s/it, loss=0.739, pair=0.032, adv=3.535, sprd=0.035
Ep 020/60 [S1→S2:ramp]:  65%|▋| 216/333 [04:27<02:22,  1.22s/it, loss=0.713, pair=0.020, adv=3.401, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  65%|▋| 217/333 [04:27<02:28,  1.28s/it, loss=0.713, pair=0.020, adv=3.401, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  65%|▋| 217/333 [04:28<02:28,  1.28s/it, loss=0.688, pair=0.011, adv=3.424, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:28<02:22,  1.24s/it, loss=0.688, pair=0.011, adv=3.424, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  65%|▋| 218/333 [04:30<02:22,  1.24s/it, loss=0.728, pair=0.054, adv=3.227, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  66%|▋| 219/333 [04:30<02:21,  1.24s/it, loss=0.728, pair=0.054, adv=3.227, sprd=0.034
Ep 020/60 [S1→S2:ramp]:  66%|▋| 219/333 [04:31<02:21,  1.24s/it, loss=0.710, pair=0.006, adv=3.580, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  66%|▋| 220/333 [04:31<02:17,  1.22s/it, loss=0.710, pair=0.006, adv=3.580, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  66%|▋| 220/333 [04:32<02:17,  1.22s/it, loss=0.665, pair=0.014, adv=3.091, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  66%|▋| 221/333 [04:32<02:15,  1.21s/it, loss=0.665, pair=0.014, adv=3.091, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  66%|▋| 221/333 [04:33<02:15,  1.21s/it, loss=0.716, pair=0.059, adv=3.197, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  67%|▋| 222/333 [04:33<02:12,  1.19s/it, loss=0.716, pair=0.059, adv=3.197, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  67%|▋| 222/333 [04:35<02:12,  1.19s/it, loss=0.765, pair=0.307, adv=2.968, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  67%|▋| 223/333 [04:35<02:18,  1.26s/it, loss=0.765, pair=0.307, adv=2.968, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  67%|▋| 223/333 [04:36<02:18,  1.26s/it, loss=0.666, pair=0.026, adv=3.139, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  67%|▋| 224/333 [04:36<02:12,  1.22s/it, loss=0.666, pair=0.026, adv=3.139, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  67%|▋| 224/333 [04:37<02:12,  1.22s/it, loss=0.797, pair=0.040, adv=3.463, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  68%|▋| 225/333 [04:37<02:18,  1.28s/it, loss=0.797, pair=0.040, adv=3.463, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  68%|▋| 225/333 [04:38<02:18,  1.28s/it, loss=0.665, pair=0.008, adv=3.296, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  68%|▋| 226/333 [04:38<02:06,  1.18s/it, loss=0.665, pair=0.008, adv=3.296, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  68%|▋| 226/333 [04:39<02:06,  1.18s/it, loss=0.670, pair=0.047, adv=3.098, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  68%|▋| 227/333 [04:39<02:06,  1.19s/it, loss=0.670, pair=0.047, adv=3.098, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  68%|▋| 227/333 [04:40<02:06,  1.19s/it, loss=0.686, pair=0.029, adv=3.513, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  68%|▋| 228/333 [04:40<02:02,  1.17s/it, loss=0.686, pair=0.029, adv=3.513, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  68%|▋| 228/333 [04:42<02:02,  1.17s/it, loss=0.693, pair=0.010, adv=3.749, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  69%|▋| 229/333 [04:42<02:05,  1.21s/it, loss=0.693, pair=0.010, adv=3.749, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  69%|▋| 229/333 [04:43<02:05,  1.21s/it, loss=0.688, pair=0.009, adv=3.492, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  69%|▋| 230/333 [04:43<02:02,  1.19s/it, loss=0.688, pair=0.009, adv=3.492, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  69%|▋| 230/333 [04:44<02:02,  1.19s/it, loss=0.710, pair=0.026, adv=3.333, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:44<02:06,  1.24s/it, loss=0.710, pair=0.026, adv=3.333, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  69%|▋| 231/333 [04:45<02:06,  1.24s/it, loss=0.699, pair=0.018, adv=3.286, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:45<02:02,  1.21s/it, loss=0.699, pair=0.018, adv=3.286, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  70%|▋| 232/333 [04:47<02:02,  1.21s/it, loss=0.667, pair=0.019, adv=3.538, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:47<02:06,  1.26s/it, loss=0.667, pair=0.019, adv=3.538, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  70%|▋| 233/333 [04:48<02:06,  1.26s/it, loss=0.711, pair=0.039, adv=3.568, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:48<02:02,  1.24s/it, loss=0.711, pair=0.039, adv=3.568, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  70%|▋| 234/333 [04:50<02:02,  1.24s/it, loss=0.704, pair=0.018, adv=3.702, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:50<02:10,  1.33s/it, loss=0.704, pair=0.018, adv=3.702, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  71%|▋| 235/333 [04:50<02:10,  1.33s/it, loss=0.700, pair=0.033, adv=3.555, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:50<01:55,  1.19s/it, loss=0.700, pair=0.033, adv=3.555, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  71%|▋| 236/333 [04:52<01:55,  1.19s/it, loss=0.721, pair=0.045, adv=3.377, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:52<01:59,  1.24s/it, loss=0.721, pair=0.045, adv=3.377, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  71%|▋| 237/333 [04:53<01:59,  1.24s/it, loss=0.693, pair=0.011, adv=3.664, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:53<01:51,  1.18s/it, loss=0.693, pair=0.011, adv=3.664, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  71%|▋| 238/333 [04:54<01:51,  1.18s/it, loss=0.698, pair=0.017, adv=3.652, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:54<01:58,  1.26s/it, loss=0.698, pair=0.017, adv=3.652, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  72%|▋| 239/333 [04:55<01:58,  1.26s/it, loss=0.711, pair=0.037, adv=3.530, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:55<01:47,  1.16s/it, loss=0.711, pair=0.037, adv=3.530, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  72%|▋| 240/333 [04:57<01:47,  1.16s/it, loss=0.697, pair=0.018, adv=3.477, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:57<01:53,  1.24s/it, loss=0.697, pair=0.018, adv=3.477, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  72%|▋| 241/333 [04:57<01:53,  1.24s/it, loss=0.666, pair=0.048, adv=3.206, sprd=0.017
Ep 020/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:57<01:43,  1.14s/it, loss=0.666, pair=0.048, adv=3.206, sprd=0.017
Ep 020/60 [S1→S2:ramp]:  73%|▋| 242/333 [04:59<01:43,  1.14s/it, loss=0.704, pair=0.025, adv=3.548, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  73%|▋| 243/333 [04:59<01:49,  1.22s/it, loss=0.704, pair=0.025, adv=3.548, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  73%|▋| 243/333 [05:00<01:49,  1.22s/it, loss=0.693, pair=0.033, adv=3.290, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  73%|▋| 244/333 [05:00<01:41,  1.14s/it, loss=0.693, pair=0.033, adv=3.290, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  73%|▋| 244/333 [05:01<01:41,  1.14s/it, loss=0.730, pair=0.031, adv=3.602, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  74%|▋| 245/333 [05:01<01:44,  1.19s/it, loss=0.730, pair=0.031, adv=3.602, sprd=0.033
Ep 020/60 [S1→S2:ramp]:  74%|▋| 245/333 [05:02<01:44,  1.19s/it, loss=0.678, pair=0.012, adv=3.466, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  74%|▋| 246/333 [05:02<01:41,  1.16s/it, loss=0.678, pair=0.012, adv=3.466, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  74%|▋| 246/333 [05:04<01:41,  1.16s/it, loss=0.691, pair=0.009, adv=3.693, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  74%|▋| 247/333 [05:04<01:45,  1.22s/it, loss=0.691, pair=0.009, adv=3.693, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  74%|▋| 247/333 [05:05<01:45,  1.22s/it, loss=0.687, pair=0.032, adv=3.392, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  74%|▋| 248/333 [05:05<01:41,  1.20s/it, loss=0.687, pair=0.032, adv=3.392, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  74%|▋| 248/333 [05:06<01:41,  1.20s/it, loss=0.797, pair=0.008, adv=3.563, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  75%|▋| 249/333 [05:06<01:45,  1.26s/it, loss=0.797, pair=0.008, adv=3.563, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  75%|▋| 249/333 [05:07<01:45,  1.26s/it, loss=0.703, pair=0.006, adv=3.427, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  75%|▊| 250/333 [05:07<01:39,  1.19s/it, loss=0.703, pair=0.006, adv=3.427, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  75%|▊| 250/333 [05:09<01:39,  1.19s/it, loss=0.765, pair=0.008, adv=3.521, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  75%|▊| 251/333 [05:09<01:43,  1.26s/it, loss=0.765, pair=0.008, adv=3.521, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  75%|▊| 251/333 [05:10<01:43,  1.26s/it, loss=0.716, pair=0.016, adv=3.475, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  76%|▊| 252/333 [05:10<01:35,  1.18s/it, loss=0.716, pair=0.016, adv=3.475, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  76%|▊| 252/333 [05:11<01:35,  1.18s/it, loss=0.690, pair=0.011, adv=3.871, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 253/333 [05:11<01:40,  1.26s/it, loss=0.690, pair=0.011, adv=3.871, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 253/333 [05:12<01:40,  1.26s/it, loss=0.715, pair=0.038, adv=3.775, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 254/333 [05:12<01:34,  1.20s/it, loss=0.715, pair=0.038, adv=3.775, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  76%|▊| 254/333 [05:13<01:34,  1.20s/it, loss=0.717, pair=0.057, adv=3.666, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  77%|▊| 255/333 [05:13<01:37,  1.25s/it, loss=0.717, pair=0.057, adv=3.666, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  77%|▊| 255/333 [05:15<01:37,  1.25s/it, loss=0.678, pair=0.041, adv=3.233, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  77%|▊| 256/333 [05:15<01:32,  1.20s/it, loss=0.678, pair=0.041, adv=3.233, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  77%|▊| 256/333 [05:16<01:32,  1.20s/it, loss=0.799, pair=0.016, adv=3.393, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  77%|▊| 257/333 [05:16<01:35,  1.26s/it, loss=0.799, pair=0.016, adv=3.393, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  77%|▊| 257/333 [05:17<01:35,  1.26s/it, loss=0.710, pair=0.018, adv=3.516, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  77%|▊| 258/333 [05:17<01:33,  1.25s/it, loss=0.710, pair=0.018, adv=3.516, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  77%|▊| 258/333 [05:18<01:33,  1.25s/it, loss=0.707, pair=0.008, adv=3.748, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  78%|▊| 259/333 [05:18<01:33,  1.26s/it, loss=0.707, pair=0.008, adv=3.748, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  78%|▊| 259/333 [05:20<01:33,  1.26s/it, loss=0.679, pair=0.009, adv=3.325, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  78%|▊| 260/333 [05:20<01:29,  1.23s/it, loss=0.679, pair=0.009, adv=3.325, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  78%|▊| 260/333 [05:21<01:29,  1.23s/it, loss=0.681, pair=0.017, adv=3.545, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  78%|▊| 261/333 [05:21<01:31,  1.27s/it, loss=0.681, pair=0.017, adv=3.545, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  78%|▊| 261/333 [05:22<01:31,  1.27s/it, loss=0.656, pair=0.032, adv=3.066, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  79%|▊| 262/333 [05:22<01:21,  1.15s/it, loss=0.656, pair=0.032, adv=3.066, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  79%|▊| 262/333 [05:23<01:21,  1.15s/it, loss=0.796, pair=0.011, adv=3.472, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  79%|▊| 263/333 [05:23<01:26,  1.23s/it, loss=0.796, pair=0.011, adv=3.472, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  79%|▊| 263/333 [05:24<01:26,  1.23s/it, loss=0.725, pair=0.020, adv=3.700, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  79%|▊| 264/333 [05:24<01:24,  1.22s/it, loss=0.725, pair=0.020, adv=3.700, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  79%|▊| 264/333 [05:26<01:24,  1.22s/it, loss=0.686, pair=0.018, adv=3.184, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  80%|▊| 265/333 [05:26<01:25,  1.26s/it, loss=0.686, pair=0.018, adv=3.184, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  80%|▊| 265/333 [05:27<01:25,  1.26s/it, loss=0.714, pair=0.062, adv=3.362, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  80%|▊| 266/333 [05:27<01:22,  1.24s/it, loss=0.714, pair=0.062, adv=3.362, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  80%|▊| 266/333 [05:28<01:22,  1.24s/it, loss=0.713, pair=0.036, adv=3.701, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  80%|▊| 267/333 [05:28<01:21,  1.24s/it, loss=0.713, pair=0.036, adv=3.701, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  80%|▊| 267/333 [05:29<01:21,  1.24s/it, loss=0.688, pair=0.026, adv=3.426, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  80%|▊| 268/333 [05:29<01:18,  1.21s/it, loss=0.688, pair=0.026, adv=3.426, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  80%|▊| 268/333 [05:31<01:18,  1.21s/it, loss=0.711, pair=0.018, adv=3.398, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  81%|▊| 269/333 [05:31<01:22,  1.30s/it, loss=0.711, pair=0.018, adv=3.398, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  81%|▊| 269/333 [05:32<01:22,  1.30s/it, loss=0.662, pair=0.026, adv=2.991, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  81%|▊| 270/333 [05:32<01:18,  1.24s/it, loss=0.662, pair=0.026, adv=2.991, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  81%|▊| 270/333 [05:33<01:18,  1.24s/it, loss=0.743, pair=0.024, adv=3.527, sprd=0.035
Ep 020/60 [S1→S2:ramp]:  81%|▊| 271/333 [05:33<01:21,  1.32s/it, loss=0.743, pair=0.024, adv=3.527, sprd=0.035
Ep 020/60 [S1→S2:ramp]:  81%|▊| 271/333 [05:35<01:21,  1.32s/it, loss=0.711, pair=0.013, adv=3.467, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  82%|▊| 272/333 [05:35<01:17,  1.28s/it, loss=0.711, pair=0.013, adv=3.467, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  82%|▊| 272/333 [05:36<01:17,  1.28s/it, loss=0.682, pair=0.019, adv=3.679, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  82%|▊| 273/333 [05:36<01:14,  1.24s/it, loss=0.682, pair=0.019, adv=3.679, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  82%|▊| 273/333 [05:37<01:14,  1.24s/it, loss=0.659, pair=0.011, adv=3.180, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  82%|▊| 274/333 [05:37<01:11,  1.21s/it, loss=0.659, pair=0.011, adv=3.180, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  82%|▊| 274/333 [05:38<01:11,  1.21s/it, loss=0.653, pair=0.032, adv=3.060, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  83%|▊| 275/333 [05:38<01:11,  1.24s/it, loss=0.653, pair=0.032, adv=3.060, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  83%|▊| 275/333 [05:39<01:11,  1.24s/it, loss=0.705, pair=0.048, adv=3.565, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  83%|▊| 276/333 [05:39<01:09,  1.22s/it, loss=0.705, pair=0.048, adv=3.565, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  83%|▊| 276/333 [05:41<01:09,  1.22s/it, loss=0.786, pair=0.023, adv=3.306, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  83%|▊| 277/333 [05:41<01:08,  1.22s/it, loss=0.786, pair=0.023, adv=3.306, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  83%|▊| 277/333 [05:42<01:08,  1.22s/it, loss=0.672, pair=0.014, adv=3.357, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  83%|▊| 278/333 [05:42<01:06,  1.20s/it, loss=0.672, pair=0.014, adv=3.357, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  83%|▊| 278/333 [05:43<01:06,  1.20s/it, loss=0.717, pair=0.014, adv=3.655, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  84%|▊| 279/333 [05:43<01:05,  1.21s/it, loss=0.717, pair=0.014, adv=3.655, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  84%|▊| 279/333 [05:44<01:05,  1.21s/it, loss=0.719, pair=0.071, adv=3.304, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  84%|▊| 280/333 [05:44<01:01,  1.16s/it, loss=0.719, pair=0.071, adv=3.304, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  84%|▊| 280/333 [05:45<01:01,  1.16s/it, loss=0.660, pair=0.016, adv=3.105, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  84%|▊| 281/333 [05:45<01:02,  1.21s/it, loss=0.660, pair=0.016, adv=3.105, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  84%|▊| 281/333 [05:47<01:02,  1.21s/it, loss=0.696, pair=0.012, adv=3.464, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  85%|▊| 282/333 [05:47<01:00,  1.19s/it, loss=0.696, pair=0.012, adv=3.464, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  85%|▊| 282/333 [05:48<01:00,  1.19s/it, loss=0.698, pair=0.013, adv=3.709, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  85%|▊| 283/333 [05:48<01:03,  1.26s/it, loss=0.698, pair=0.013, adv=3.709, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  85%|▊| 283/333 [05:49<01:03,  1.26s/it, loss=0.673, pair=0.005, adv=3.182, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  85%|▊| 284/333 [05:49<00:56,  1.15s/it, loss=0.673, pair=0.005, adv=3.182, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  85%|▊| 284/333 [05:50<00:56,  1.15s/it, loss=0.705, pair=0.035, adv=3.456, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  86%|▊| 285/333 [05:50<00:58,  1.22s/it, loss=0.705, pair=0.035, adv=3.456, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  86%|▊| 285/333 [05:51<00:58,  1.22s/it, loss=0.714, pair=0.022, adv=3.578, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  86%|▊| 286/333 [05:51<00:56,  1.20s/it, loss=0.714, pair=0.022, adv=3.578, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  86%|▊| 286/333 [05:53<00:56,  1.20s/it, loss=0.691, pair=0.016, adv=3.692, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  86%|▊| 287/333 [05:53<00:59,  1.29s/it, loss=0.691, pair=0.016, adv=3.692, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  86%|▊| 287/333 [05:54<00:59,  1.29s/it, loss=0.684, pair=0.027, adv=3.206, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:54<00:56,  1.25s/it, loss=0.684, pair=0.027, adv=3.206, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  86%|▊| 288/333 [05:55<00:56,  1.25s/it, loss=0.702, pair=0.035, adv=3.422, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:55<00:54,  1.24s/it, loss=0.702, pair=0.035, adv=3.422, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  87%|▊| 289/333 [05:56<00:54,  1.24s/it, loss=0.698, pair=0.014, adv=3.398, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:56<00:52,  1.22s/it, loss=0.698, pair=0.014, adv=3.398, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  87%|▊| 290/333 [05:58<00:52,  1.22s/it, loss=0.708, pair=0.022, adv=3.526, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:58<00:54,  1.29s/it, loss=0.708, pair=0.022, adv=3.526, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  87%|▊| 291/333 [05:59<00:54,  1.29s/it, loss=0.708, pair=0.022, adv=3.764, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  88%|▉| 292/333 [05:59<00:51,  1.26s/it, loss=0.708, pair=0.022, adv=3.764, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  88%|▉| 292/333 [06:00<00:51,  1.26s/it, loss=0.691, pair=0.019, adv=3.323, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  88%|▉| 293/333 [06:00<00:51,  1.28s/it, loss=0.691, pair=0.019, adv=3.323, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  88%|▉| 293/333 [06:01<00:51,  1.28s/it, loss=0.676, pair=0.007, adv=3.728, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  88%|▉| 294/333 [06:01<00:45,  1.17s/it, loss=0.676, pair=0.007, adv=3.728, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  88%|▉| 294/333 [06:03<00:45,  1.17s/it, loss=0.696, pair=0.027, adv=3.603, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  89%|▉| 295/333 [06:03<00:47,  1.25s/it, loss=0.696, pair=0.027, adv=3.603, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  89%|▉| 295/333 [06:04<00:47,  1.25s/it, loss=0.676, pair=0.021, adv=3.718, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  89%|▉| 296/333 [06:04<00:41,  1.13s/it, loss=0.676, pair=0.021, adv=3.718, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  89%|▉| 296/333 [06:05<00:41,  1.13s/it, loss=0.690, pair=0.049, adv=3.430, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  89%|▉| 297/333 [06:05<00:42,  1.18s/it, loss=0.690, pair=0.049, adv=3.430, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  89%|▉| 297/333 [06:06<00:42,  1.18s/it, loss=0.710, pair=0.021, adv=3.696, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  89%|▉| 298/333 [06:06<00:41,  1.19s/it, loss=0.710, pair=0.021, adv=3.696, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  89%|▉| 298/333 [06:08<00:41,  1.19s/it, loss=0.678, pair=0.001, adv=3.311, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  90%|▉| 299/333 [06:08<00:42,  1.25s/it, loss=0.678, pair=0.001, adv=3.311, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  90%|▉| 299/333 [06:08<00:42,  1.25s/it, loss=0.685, pair=0.022, adv=3.474, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  90%|▉| 300/333 [06:08<00:38,  1.15s/it, loss=0.685, pair=0.022, adv=3.474, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  90%|▉| 300/333 [06:10<00:38,  1.15s/it, loss=0.695, pair=0.021, adv=3.428, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  90%|▉| 301/333 [06:10<00:39,  1.24s/it, loss=0.695, pair=0.021, adv=3.428, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  90%|▉| 301/333 [06:11<00:39,  1.24s/it, loss=0.701, pair=0.041, adv=3.546, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  91%|▉| 302/333 [06:11<00:37,  1.21s/it, loss=0.701, pair=0.041, adv=3.546, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  91%|▉| 302/333 [06:13<00:37,  1.21s/it, loss=0.709, pair=0.032, adv=3.555, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  91%|▉| 303/333 [06:13<00:38,  1.29s/it, loss=0.709, pair=0.032, adv=3.555, sprd=0.027
Ep 020/60 [S1→S2:ramp]:  91%|▉| 303/333 [06:13<00:38,  1.29s/it, loss=0.705, pair=0.016, adv=3.252, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  91%|▉| 304/333 [06:13<00:34,  1.18s/it, loss=0.705, pair=0.016, adv=3.252, sprd=0.031
Ep 020/60 [S1→S2:ramp]:  91%|▉| 304/333 [06:15<00:34,  1.18s/it, loss=0.679, pair=0.021, adv=3.495, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  92%|▉| 305/333 [06:15<00:34,  1.24s/it, loss=0.679, pair=0.021, adv=3.495, sprd=0.020
Ep 020/60 [S1→S2:ramp]:  92%|▉| 305/333 [06:16<00:34,  1.24s/it, loss=0.717, pair=0.027, adv=3.604, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  92%|▉| 306/333 [06:16<00:32,  1.21s/it, loss=0.717, pair=0.027, adv=3.604, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  92%|▉| 306/333 [06:17<00:32,  1.21s/it, loss=0.714, pair=0.033, adv=3.667, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  92%|▉| 307/333 [06:17<00:33,  1.28s/it, loss=0.714, pair=0.033, adv=3.667, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  92%|▉| 307/333 [06:19<00:33,  1.28s/it, loss=0.690, pair=0.018, adv=3.684, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  92%|▉| 308/333 [06:19<00:31,  1.24s/it, loss=0.690, pair=0.018, adv=3.684, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  92%|▉| 308/333 [06:20<00:31,  1.24s/it, loss=0.716, pair=0.061, adv=3.994, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 309/333 [06:20<00:30,  1.27s/it, loss=0.716, pair=0.061, adv=3.994, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 309/333 [06:21<00:30,  1.27s/it, loss=0.712, pair=0.067, adv=3.450, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  93%|▉| 310/333 [06:21<00:28,  1.25s/it, loss=0.712, pair=0.067, adv=3.450, sprd=0.028
Ep 020/60 [S1→S2:ramp]:  93%|▉| 310/333 [06:23<00:28,  1.25s/it, loss=0.705, pair=0.056, adv=3.879, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 311/333 [06:23<00:29,  1.32s/it, loss=0.705, pair=0.056, adv=3.879, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  93%|▉| 311/333 [06:23<00:29,  1.32s/it, loss=0.673, pair=0.058, adv=3.174, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  94%|▉| 312/333 [06:23<00:25,  1.19s/it, loss=0.673, pair=0.058, adv=3.174, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  94%|▉| 312/333 [06:25<00:25,  1.19s/it, loss=0.703, pair=0.021, adv=3.702, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  94%|▉| 313/333 [06:25<00:24,  1.21s/it, loss=0.703, pair=0.021, adv=3.702, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  94%|▉| 313/333 [06:26<00:24,  1.21s/it, loss=0.702, pair=0.015, adv=3.672, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  94%|▉| 314/333 [06:26<00:22,  1.20s/it, loss=0.702, pair=0.015, adv=3.672, sprd=0.022
Ep 020/60 [S1→S2:ramp]:  94%|▉| 314/333 [06:27<00:22,  1.20s/it, loss=0.682, pair=0.012, adv=3.664, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  95%|▉| 315/333 [06:27<00:22,  1.25s/it, loss=0.682, pair=0.012, adv=3.664, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  95%|▉| 315/333 [06:28<00:22,  1.25s/it, loss=0.681, pair=0.027, adv=3.511, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  95%|▉| 316/333 [06:28<00:20,  1.21s/it, loss=0.681, pair=0.027, adv=3.511, sprd=0.019
Ep 020/60 [S1→S2:ramp]:  95%|▉| 316/333 [06:30<00:20,  1.21s/it, loss=0.698, pair=0.017, adv=3.462, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  95%|▉| 317/333 [06:30<00:19,  1.23s/it, loss=0.698, pair=0.017, adv=3.462, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  95%|▉| 317/333 [06:31<00:19,  1.23s/it, loss=0.699, pair=0.015, adv=3.499, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  95%|▉| 318/333 [06:31<00:18,  1.21s/it, loss=0.699, pair=0.015, adv=3.499, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  95%|▉| 318/333 [06:32<00:18,  1.21s/it, loss=0.689, pair=0.031, adv=3.711, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  96%|▉| 319/333 [06:32<00:18,  1.29s/it, loss=0.689, pair=0.031, adv=3.711, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  96%|▉| 319/333 [06:33<00:18,  1.29s/it, loss=0.704, pair=0.012, adv=3.313, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  96%|▉| 320/333 [06:33<00:16,  1.25s/it, loss=0.704, pair=0.012, adv=3.313, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  96%|▉| 320/333 [06:35<00:16,  1.25s/it, loss=0.690, pair=0.076, adv=3.615, sprd=0.018
Ep 020/60 [S1→S2:ramp]:  96%|▉| 321/333 [06:35<00:15,  1.27s/it, loss=0.690, pair=0.076, adv=3.615, sprd=0.018
Ep 020/60 [S1→S2:ramp]:  96%|▉| 321/333 [06:36<00:15,  1.27s/it, loss=0.690, pair=0.008, adv=3.563, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  97%|▉| 322/333 [06:36<00:13,  1.24s/it, loss=0.690, pair=0.008, adv=3.563, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  97%|▉| 322/333 [06:37<00:13,  1.24s/it, loss=0.730, pair=0.073, adv=3.624, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  97%|▉| 323/333 [06:37<00:13,  1.32s/it, loss=0.730, pair=0.073, adv=3.624, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  97%|▉| 323/333 [06:39<00:13,  1.32s/it, loss=0.871, pair=0.688, adv=3.324, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  97%|▉| 324/333 [06:39<00:11,  1.27s/it, loss=0.871, pair=0.688, adv=3.324, sprd=0.023
Ep 020/60 [S1→S2:ramp]:  97%|▉| 324/333 [06:40<00:11,  1.27s/it, loss=1.001, pair=1.067, adv=3.468, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  98%|▉| 325/333 [06:40<00:10,  1.28s/it, loss=1.001, pair=1.067, adv=3.468, sprd=0.032
Ep 020/60 [S1→S2:ramp]:  98%|▉| 325/333 [06:41<00:10,  1.28s/it, loss=0.669, pair=0.045, adv=3.086, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  98%|▉| 326/333 [06:41<00:08,  1.23s/it, loss=0.669, pair=0.045, adv=3.086, sprd=0.021
Ep 020/60 [S1→S2:ramp]:  98%|▉| 326/333 [06:42<00:08,  1.23s/it, loss=0.728, pair=0.035, adv=3.315, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  98%|▉| 327/333 [06:42<00:07,  1.28s/it, loss=0.728, pair=0.035, adv=3.315, sprd=0.030
Ep 020/60 [S1→S2:ramp]:  98%|▉| 327/333 [06:44<00:07,  1.28s/it, loss=0.691, pair=0.017, adv=3.582, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  98%|▉| 328/333 [06:44<00:06,  1.24s/it, loss=0.691, pair=0.017, adv=3.582, sprd=0.026
Ep 020/60 [S1→S2:ramp]:  98%|▉| 328/333 [06:45<00:06,  1.24s/it, loss=0.695, pair=0.022, adv=3.473, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  99%|▉| 329/333 [06:45<00:04,  1.25s/it, loss=0.695, pair=0.022, adv=3.473, sprd=0.025
Ep 020/60 [S1→S2:ramp]:  99%|▉| 329/333 [06:46<00:04,  1.25s/it, loss=0.703, pair=0.004, adv=3.325, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  99%|▉| 330/333 [06:46<00:03,  1.09s/it, loss=0.703, pair=0.004, adv=3.325, sprd=0.029
Ep 020/60 [S1→S2:ramp]:  99%|▉| 330/333 [06:47<00:03,  1.09s/it, loss=0.695, pair=0.028, adv=3.440, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  99%|▉| 331/333 [06:47<00:02,  1.16s/it, loss=0.695, pair=0.028, adv=3.440, sprd=0.024
Ep 020/60 [S1→S2:ramp]:  99%|▉| 331/333 [06:48<00:02,  1.16s/it, loss=0.678, pair=0.040, adv=3.254, sprd=0.022
Ep 020/60 [S1→S2:ramp]: 100%|▉| 332/333 [06:48<00:01,  1.15s/it, loss=0.678, pair=0.040, adv=3.254, sprd=0.022
Ep 020/60 [S1→S2:ramp]: 100%|▉| 332/333 [06:49<00:01,  1.15s/it, loss=0.705, pair=0.034, adv=3.317, sprd=0.027
Ep 020/60 [S1→S2:ramp]: 100%|█| 333/333 [06:49<00:00,  1.18s/it, loss=0.705, pair=0.034, adv=3.317, sprd=0.027
                                                                                                              
Epoch 020/60 [S1→S2:ramp]  loss=0.7030  mat=0.3177  sens=1.0291  pair=0.0411  adv=3.4251(rand=3.37)  deg=0.0082  orth=0.0104  spread=0.0249  q_mean=50.5  q_std=15.2  α=0.28 β=0.27 γ=0.64 λ_grl=0.600  lr=7.84e-05  410s

Ep 021/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 021/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.740, pair=0.069, adv=3.270, sprd=0.024]
Ep 021/60 [S2:+mat]:   0%|     | 1/333 [00:01<09:48,  1.77s/it, loss=0.740, pair=0.069, adv=3.270, sprd=0.024]
Ep 021/60 [S2:+mat]:   0%|     | 1/333 [00:02<09:48,  1.77s/it, loss=0.736, pair=0.032, adv=3.333, sprd=0.027]
Ep 021/60 [S2:+mat]:   1%|     | 2/333 [00:02<07:50,  1.42s/it, loss=0.736, pair=0.032, adv=3.333, sprd=0.027]
Ep 021/60 [S2:+mat]:   1%|     | 2/333 [00:04<07:50,  1.42s/it, loss=0.738, pair=0.043, adv=3.282, sprd=0.022]
Ep 021/60 [S2:+mat]:   1%|     | 3/333 [00:04<07:27,  1.36s/it, loss=0.738, pair=0.043, adv=3.282, sprd=0.022]
Ep 021/60 [S2:+mat]:   1%|     | 3/333 [00:05<07:27,  1.36s/it, loss=0.756, pair=0.023, adv=3.588, sprd=0.030]
Ep 021/60 [S2:+mat]:   1%|     | 4/333 [00:05<07:04,  1.29s/it, loss=0.756, pair=0.023, adv=3.588, sprd=0.030]
Ep 021/60 [S2:+mat]:   1%|     | 4/333 [00:06<07:04,  1.29s/it, loss=0.740, pair=0.007, adv=3.661, sprd=0.026]
Ep 021/60 [S2:+mat]:   2%|     | 5/333 [00:06<07:14,  1.33s/it, loss=0.740, pair=0.007, adv=3.661, sprd=0.026]
Ep 021/60 [S2:+mat]:   2%|     | 5/333 [00:07<07:14,  1.33s/it, loss=0.731, pair=0.028, adv=3.157, sprd=0.021]
Ep 021/60 [S2:+mat]:   2%|     | 6/333 [00:07<06:30,  1.20s/it, loss=0.731, pair=0.028, adv=3.157, sprd=0.021]
Ep 021/60 [S2:+mat]:   2%|     | 6/333 [00:09<06:30,  1.20s/it, loss=0.740, pair=0.021, adv=3.653, sprd=0.025]
Ep 021/60 [S2:+mat]:   2%|     | 7/333 [00:09<06:56,  1.28s/it, loss=0.740, pair=0.021, adv=3.653, sprd=0.025]
Ep 021/60 [S2:+mat]:   2%|     | 7/333 [00:10<06:56,  1.28s/it, loss=0.737, pair=0.028, adv=3.867, sprd=0.027]
Ep 021/60 [S2:+mat]:   2%|     | 8/333 [00:10<06:43,  1.24s/it, loss=0.737, pair=0.028, adv=3.867, sprd=0.027]
Ep 021/60 [S2:+mat]:   2%|     | 8/333 [00:11<06:43,  1.24s/it, loss=0.750, pair=0.069, adv=3.578, sprd=0.025]
Ep 021/60 [S2:+mat]:   3%|▏    | 9/333 [00:11<06:41,  1.24s/it, loss=0.750, pair=0.069, adv=3.578, sprd=0.025]
Ep 021/60 [S2:+mat]:   3%|▏    | 9/333 [00:12<06:41,  1.24s/it, loss=0.742, pair=0.064, adv=3.660, sprd=0.023]
Ep 021/60 [S2:+mat]:   3%|    | 10/333 [00:12<06:33,  1.22s/it, loss=0.742, pair=0.064, adv=3.660, sprd=0.023]
Ep 021/60 [S2:+mat]:   3%|    | 10/333 [00:14<06:33,  1.22s/it, loss=0.738, pair=0.027, adv=3.572, sprd=0.026]
Ep 021/60 [S2:+mat]:   3%|▏   | 11/333 [00:14<06:50,  1.28s/it, loss=0.738, pair=0.027, adv=3.572, sprd=0.026]
Ep 021/60 [S2:+mat]:   3%|▏   | 11/333 [00:15<06:50,  1.28s/it, loss=0.799, pair=0.044, adv=3.339, sprd=0.035]
Ep 021/60 [S2:+mat]:   4%|▏   | 12/333 [00:15<06:23,  1.20s/it, loss=0.799, pair=0.044, adv=3.339, sprd=0.035]
Ep 021/60 [S2:+mat]:   4%|▏   | 12/333 [00:16<06:23,  1.20s/it, loss=0.700, pair=0.012, adv=3.138, sprd=0.022]
Ep 021/60 [S2:+mat]:   4%|▏   | 13/333 [00:16<06:35,  1.24s/it, loss=0.700, pair=0.012, adv=3.138, sprd=0.022]
Ep 021/60 [S2:+mat]:   4%|▏   | 13/333 [00:17<06:35,  1.24s/it, loss=0.687, pair=0.014, adv=3.133, sprd=0.018]
Ep 021/60 [S2:+mat]:   4%|▏   | 14/333 [00:17<06:19,  1.19s/it, loss=0.687, pair=0.014, adv=3.133, sprd=0.018]
Ep 021/60 [S2:+mat]:   4%|▏   | 14/333 [00:18<06:19,  1.19s/it, loss=0.808, pair=0.036, adv=3.337, sprd=0.023]
Ep 021/60 [S2:+mat]:   5%|▏   | 15/333 [00:18<06:35,  1.24s/it, loss=0.808, pair=0.036, adv=3.337, sprd=0.023]
Ep 021/60 [S2:+mat]:   5%|▏   | 15/333 [00:19<06:35,  1.24s/it, loss=0.734, pair=0.030, adv=3.199, sprd=0.026]
Ep 021/60 [S2:+mat]:   5%|▏   | 16/333 [00:19<06:02,  1.14s/it, loss=0.734, pair=0.030, adv=3.199, sprd=0.026]
Ep 021/60 [S2:+mat]:   5%|▏   | 16/333 [00:21<06:02,  1.14s/it, loss=0.744, pair=0.037, adv=3.444, sprd=0.023]
Ep 021/60 [S2:+mat]:   5%|▏   | 17/333 [00:21<06:29,  1.23s/it, loss=0.744, pair=0.037, adv=3.444, sprd=0.023]
Ep 021/60 [S2:+mat]:   5%|▏   | 17/333 [00:22<06:29,  1.23s/it, loss=0.724, pair=0.045, adv=3.574, sprd=0.020]
Ep 021/60 [S2:+mat]:   5%|▏   | 18/333 [00:22<06:16,  1.19s/it, loss=0.724, pair=0.045, adv=3.574, sprd=0.020]
Ep 021/60 [S2:+mat]:   5%|▏   | 18/333 [00:23<06:16,  1.19s/it, loss=1.030, pair=0.015, adv=3.294, sprd=0.020]
Ep 021/60 [S2:+mat]:   6%|▏   | 19/333 [00:23<06:27,  1.23s/it, loss=1.030, pair=0.015, adv=3.294, sprd=0.020]
Ep 021/60 [S2:+mat]:   6%|▏   | 19/333 [00:24<06:27,  1.23s/it, loss=0.728, pair=0.043, adv=3.596, sprd=0.022]
Ep 021/60 [S2:+mat]:   6%|▏   | 20/333 [00:24<06:18,  1.21s/it, loss=0.728, pair=0.043, adv=3.596, sprd=0.022]
Ep 021/60 [S2:+mat]:   6%|▏   | 20/333 [00:26<06:18,  1.21s/it, loss=0.722, pair=0.034, adv=3.370, sprd=0.021]
Ep 021/60 [S2:+mat]:   6%|▎   | 21/333 [00:26<06:44,  1.30s/it, loss=0.722, pair=0.034, adv=3.370, sprd=0.021]
Ep 021/60 [S2:+mat]:   6%|▎   | 21/333 [00:27<06:44,  1.30s/it, loss=0.788, pair=0.058, adv=3.718, sprd=0.034]
Ep 021/60 [S2:+mat]:   7%|▎   | 22/333 [00:27<06:37,  1.28s/it, loss=0.788, pair=0.058, adv=3.718, sprd=0.034]
Ep 021/60 [S2:+mat]:   7%|▎   | 22/333 [00:28<06:37,  1.28s/it, loss=0.743, pair=0.038, adv=3.519, sprd=0.028]
Ep 021/60 [S2:+mat]:   7%|▎   | 23/333 [00:28<06:38,  1.29s/it, loss=0.743, pair=0.038, adv=3.519, sprd=0.028]
Ep 021/60 [S2:+mat]:   7%|▎   | 23/333 [00:30<06:38,  1.29s/it, loss=0.740, pair=0.045, adv=3.283, sprd=0.024]
Ep 021/60 [S2:+mat]:   7%|▎   | 24/333 [00:30<06:25,  1.25s/it, loss=0.740, pair=0.045, adv=3.283, sprd=0.024]
Ep 021/60 [S2:+mat]:   7%|▎   | 24/333 [00:31<06:25,  1.25s/it, loss=0.740, pair=0.040, adv=3.211, sprd=0.027]
Ep 021/60 [S2:+mat]:   8%|▎   | 25/333 [00:31<06:38,  1.30s/it, loss=0.740, pair=0.040, adv=3.211, sprd=0.027]
Ep 021/60 [S2:+mat]:   8%|▎   | 25/333 [00:32<06:38,  1.30s/it, loss=0.765, pair=0.033, adv=3.368, sprd=0.026]
Ep 021/60 [S2:+mat]:   8%|▎   | 26/333 [00:32<06:25,  1.26s/it, loss=0.765, pair=0.033, adv=3.368, sprd=0.026]
Ep 021/60 [S2:+mat]:   8%|▎   | 26/333 [00:34<06:25,  1.26s/it, loss=0.728, pair=0.025, adv=3.771, sprd=0.023]
Ep 021/60 [S2:+mat]:   8%|▎   | 27/333 [00:34<06:49,  1.34s/it, loss=0.728, pair=0.025, adv=3.771, sprd=0.023]
Ep 021/60 [S2:+mat]:   8%|▎   | 27/333 [00:35<06:49,  1.34s/it, loss=0.712, pair=0.023, adv=3.481, sprd=0.021]
Ep 021/60 [S2:+mat]:   8%|▎   | 28/333 [00:35<06:30,  1.28s/it, loss=0.712, pair=0.023, adv=3.481, sprd=0.021]
Ep 021/60 [S2:+mat]:   8%|▎   | 28/333 [00:36<06:30,  1.28s/it, loss=0.729, pair=0.038, adv=3.705, sprd=0.024]
Ep 021/60 [S2:+mat]:   9%|▎   | 29/333 [00:36<06:38,  1.31s/it, loss=0.729, pair=0.038, adv=3.705, sprd=0.024]
Ep 021/60 [S2:+mat]:   9%|▎   | 29/333 [00:37<06:38,  1.31s/it, loss=0.700, pair=0.019, adv=3.392, sprd=0.016]
Ep 021/60 [S2:+mat]:   9%|▎   | 30/333 [00:37<06:12,  1.23s/it, loss=0.700, pair=0.019, adv=3.392, sprd=0.016]
Ep 021/60 [S2:+mat]:   9%|▎   | 30/333 [00:39<06:12,  1.23s/it, loss=0.750, pair=0.024, adv=3.382, sprd=0.027]
Ep 021/60 [S2:+mat]:   9%|▎   | 31/333 [00:39<06:32,  1.30s/it, loss=0.750, pair=0.024, adv=3.382, sprd=0.027]
Ep 021/60 [S2:+mat]:   9%|▎   | 31/333 [00:40<06:32,  1.30s/it, loss=0.741, pair=0.047, adv=3.536, sprd=0.024]
Ep 021/60 [S2:+mat]:  10%|▍   | 32/333 [00:40<06:18,  1.26s/it, loss=0.741, pair=0.047, adv=3.536, sprd=0.024]
Ep 021/60 [S2:+mat]:  10%|▍   | 32/333 [00:41<06:18,  1.26s/it, loss=0.760, pair=0.032, adv=3.750, sprd=0.028]
Ep 021/60 [S2:+mat]:  10%|▍   | 33/333 [00:41<06:38,  1.33s/it, loss=0.760, pair=0.032, adv=3.750, sprd=0.028]
Ep 021/60 [S2:+mat]:  10%|▍   | 33/333 [00:43<06:38,  1.33s/it, loss=0.758, pair=0.017, adv=3.501, sprd=0.026]
Ep 021/60 [S2:+mat]:  10%|▍   | 34/333 [00:43<06:23,  1.28s/it, loss=0.758, pair=0.017, adv=3.501, sprd=0.026]
Ep 021/60 [S2:+mat]:  10%|▍   | 34/333 [00:44<06:23,  1.28s/it, loss=0.726, pair=0.021, adv=3.372, sprd=0.024]
Ep 021/60 [S2:+mat]:  11%|▍   | 35/333 [00:44<06:32,  1.32s/it, loss=0.726, pair=0.021, adv=3.372, sprd=0.024]
Ep 021/60 [S2:+mat]:  11%|▍   | 35/333 [00:45<06:32,  1.32s/it, loss=0.730, pair=0.024, adv=3.353, sprd=0.022]
Ep 021/60 [S2:+mat]:  11%|▍   | 36/333 [00:45<06:17,  1.27s/it, loss=0.730, pair=0.024, adv=3.353, sprd=0.022]
Ep 021/60 [S2:+mat]:  11%|▍   | 36/333 [00:47<06:17,  1.27s/it, loss=0.736, pair=0.032, adv=3.395, sprd=0.022]
Ep 021/60 [S2:+mat]:  11%|▍   | 37/333 [00:47<06:38,  1.34s/it, loss=0.736, pair=0.032, adv=3.395, sprd=0.022]
Ep 021/60 [S2:+mat]:  11%|▍   | 37/333 [00:48<06:38,  1.34s/it, loss=0.736, pair=0.076, adv=2.995, sprd=0.028]
Ep 021/60 [S2:+mat]:  11%|▍   | 38/333 [00:48<06:21,  1.29s/it, loss=0.736, pair=0.076, adv=2.995, sprd=0.028]
Ep 021/60 [S2:+mat]:  11%|▍   | 38/333 [00:49<06:21,  1.29s/it, loss=0.814, pair=0.059, adv=3.675, sprd=0.019]
Ep 021/60 [S2:+mat]:  12%|▍   | 39/333 [00:49<06:29,  1.32s/it, loss=0.814, pair=0.059, adv=3.675, sprd=0.019]
Ep 021/60 [S2:+mat]:  12%|▍   | 39/333 [00:50<06:29,  1.32s/it, loss=0.746, pair=0.121, adv=3.461, sprd=0.021]
Ep 021/60 [S2:+mat]:  12%|▍   | 40/333 [00:50<06:11,  1.27s/it, loss=0.746, pair=0.121, adv=3.461, sprd=0.021]
Ep 021/60 [S2:+mat]:  12%|▍   | 40/333 [00:52<06:11,  1.27s/it, loss=0.744, pair=0.034, adv=3.592, sprd=0.027]
Ep 021/60 [S2:+mat]:  12%|▍   | 41/333 [00:52<06:31,  1.34s/it, loss=0.744, pair=0.034, adv=3.592, sprd=0.027]
Ep 021/60 [S2:+mat]:  12%|▍   | 41/333 [00:53<06:31,  1.34s/it, loss=0.735, pair=0.045, adv=3.627, sprd=0.022]
Ep 021/60 [S2:+mat]:  13%|▌   | 42/333 [00:53<06:15,  1.29s/it, loss=0.735, pair=0.045, adv=3.627, sprd=0.022]
Ep 021/60 [S2:+mat]:  13%|▌   | 42/333 [00:54<06:15,  1.29s/it, loss=0.717, pair=0.014, adv=3.338, sprd=0.023]
Ep 021/60 [S2:+mat]:  13%|▌   | 43/333 [00:54<06:22,  1.32s/it, loss=0.717, pair=0.014, adv=3.338, sprd=0.023]
Ep 021/60 [S2:+mat]:  13%|▌   | 43/333 [00:56<06:22,  1.32s/it, loss=0.727, pair=0.016, adv=3.295, sprd=0.026]
Ep 021/60 [S2:+mat]:  13%|▌   | 44/333 [00:56<06:02,  1.25s/it, loss=0.727, pair=0.016, adv=3.295, sprd=0.026]
Ep 021/60 [S2:+mat]:  13%|▌   | 44/333 [00:57<06:02,  1.25s/it, loss=0.714, pair=0.005, adv=3.556, sprd=0.022]
Ep 021/60 [S2:+mat]:  14%|▌   | 45/333 [00:57<06:11,  1.29s/it, loss=0.714, pair=0.005, adv=3.556, sprd=0.022]
Ep 021/60 [S2:+mat]:  14%|▌   | 45/333 [00:58<06:11,  1.29s/it, loss=0.737, pair=0.040, adv=3.367, sprd=0.023]
Ep 021/60 [S2:+mat]:  14%|▌   | 46/333 [00:58<05:56,  1.24s/it, loss=0.737, pair=0.040, adv=3.367, sprd=0.023]
Ep 021/60 [S2:+mat]:  14%|▌   | 46/333 [00:59<05:56,  1.24s/it, loss=0.761, pair=0.101, adv=3.716, sprd=0.025]
Ep 021/60 [S2:+mat]:  14%|▌   | 47/333 [00:59<05:53,  1.24s/it, loss=0.761, pair=0.101, adv=3.716, sprd=0.025]
Ep 021/60 [S2:+mat]:  14%|▌   | 47/333 [01:00<05:53,  1.24s/it, loss=0.754, pair=0.020, adv=3.546, sprd=0.027]
Ep 021/60 [S2:+mat]:  14%|▌   | 48/333 [01:00<05:49,  1.22s/it, loss=0.754, pair=0.020, adv=3.546, sprd=0.027]
Ep 021/60 [S2:+mat]:  14%|▌   | 48/333 [01:02<05:49,  1.22s/it, loss=0.864, pair=0.032, adv=3.656, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 49/333 [01:02<06:07,  1.29s/it, loss=0.864, pair=0.032, adv=3.656, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 49/333 [01:03<06:07,  1.29s/it, loss=0.731, pair=0.024, adv=3.230, sprd=0.024]
Ep 021/60 [S2:+mat]:  15%|▌   | 50/333 [01:03<05:40,  1.20s/it, loss=0.731, pair=0.024, adv=3.230, sprd=0.024]
Ep 021/60 [S2:+mat]:  15%|▌   | 50/333 [01:04<05:40,  1.20s/it, loss=0.776, pair=0.022, adv=3.373, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 51/333 [01:04<06:03,  1.29s/it, loss=0.776, pair=0.022, adv=3.373, sprd=0.027]
Ep 021/60 [S2:+mat]:  15%|▌   | 51/333 [01:06<06:03,  1.29s/it, loss=0.771, pair=0.094, adv=3.402, sprd=0.025]
Ep 021/60 [S2:+mat]:  16%|▌   | 52/333 [01:06<05:53,  1.26s/it, loss=0.771, pair=0.094, adv=3.402, sprd=0.025]
Ep 021/60 [S2:+mat]:  16%|▌   | 52/333 [01:07<05:53,  1.26s/it, loss=0.745, pair=0.044, adv=3.350, sprd=0.023]
Ep 021/60 [S2:+mat]:  16%|▋   | 53/333 [01:07<05:54,  1.27s/it, loss=0.745, pair=0.044, adv=3.350, sprd=0.023]
Ep 021/60 [S2:+mat]:  16%|▋   | 53/333 [01:08<05:54,  1.27s/it, loss=0.746, pair=0.038, adv=3.626, sprd=0.026]
Ep 021/60 [S2:+mat]:  16%|▋   | 54/333 [01:08<05:48,  1.25s/it, loss=0.746, pair=0.038, adv=3.626, sprd=0.026]
Ep 021/60 [S2:+mat]:  16%|▋   | 54/333 [01:09<05:48,  1.25s/it, loss=1.257, pair=1.802, adv=3.439, sprd=0.024]
Ep 021/60 [S2:+mat]:  17%|▋   | 55/333 [01:09<06:01,  1.30s/it, loss=1.257, pair=1.802, adv=3.439, sprd=0.024]
Ep 021/60 [S2:+mat]:  17%|▋   | 55/333 [01:10<06:01,  1.30s/it, loss=0.711, pair=0.020, adv=3.310, sprd=0.020]
Ep 021/60 [S2:+mat]:  17%|▋   | 56/333 [01:10<05:29,  1.19s/it, loss=0.711, pair=0.020, adv=3.310, sprd=0.020]
Ep 021/60 [S2:+mat]:  17%|▋   | 56/333 [01:12<05:29,  1.19s/it, loss=0.720, pair=0.006, adv=3.519, sprd=0.018]
Ep 021/60 [S2:+mat]:  17%|▋   | 57/333 [01:12<05:49,  1.27s/it, loss=0.720, pair=0.006, adv=3.519, sprd=0.018]
Ep 021/60 [S2:+mat]:  17%|▋   | 57/333 [01:13<05:49,  1.27s/it, loss=0.742, pair=0.023, adv=3.591, sprd=0.027]
Ep 021/60 [S2:+mat]:  17%|▋   | 58/333 [01:13<05:37,  1.23s/it, loss=0.742, pair=0.023, adv=3.591, sprd=0.027]
Ep 021/60 [S2:+mat]:  17%|▋   | 58/333 [01:14<05:37,  1.23s/it, loss=0.721, pair=0.035, adv=3.407, sprd=0.019]
Ep 021/60 [S2:+mat]:  18%|▋   | 59/333 [01:14<05:52,  1.29s/it, loss=0.721, pair=0.035, adv=3.407, sprd=0.019]
Ep 021/60 [S2:+mat]:  18%|▋   | 59/333 [01:16<05:52,  1.29s/it, loss=0.741, pair=0.039, adv=3.549, sprd=0.026]
Ep 021/60 [S2:+mat]:  18%|▋   | 60/333 [01:16<05:42,  1.25s/it, loss=0.741, pair=0.039, adv=3.549, sprd=0.026]
Ep 021/60 [S2:+mat]:  18%|▋   | 60/333 [01:17<05:42,  1.25s/it, loss=0.755, pair=0.063, adv=3.553, sprd=0.027]
Ep 021/60 [S2:+mat]:  18%|▋   | 61/333 [01:17<05:35,  1.23s/it, loss=0.755, pair=0.063, adv=3.553, sprd=0.027]
Ep 021/60 [S2:+mat]:  18%|▋   | 61/333 [01:18<05:35,  1.23s/it, loss=0.749, pair=0.036, adv=3.625, sprd=0.028]
Ep 021/60 [S2:+mat]:  19%|▋   | 62/333 [01:18<05:31,  1.22s/it, loss=0.749, pair=0.036, adv=3.625, sprd=0.028]
Ep 021/60 [S2:+mat]:  19%|▋   | 62/333 [01:19<05:31,  1.22s/it, loss=0.762, pair=0.073, adv=3.378, sprd=0.028]
Ep 021/60 [S2:+mat]:  19%|▊   | 63/333 [01:19<05:30,  1.22s/it, loss=0.762, pair=0.073, adv=3.378, sprd=0.028]
Ep 021/60 [S2:+mat]:  19%|▊   | 63/333 [01:20<05:30,  1.22s/it, loss=0.726, pair=0.015, adv=3.639, sprd=0.025]
Ep 021/60 [S2:+mat]:  19%|▊   | 64/333 [01:20<05:24,  1.20s/it, loss=0.726, pair=0.015, adv=3.639, sprd=0.025]
Ep 021/60 [S2:+mat]:  19%|▊   | 64/333 [01:22<05:24,  1.20s/it, loss=0.726, pair=0.006, adv=3.719, sprd=0.021]
Ep 021/60 [S2:+mat]:  20%|▊   | 65/333 [01:22<05:40,  1.27s/it, loss=0.726, pair=0.006, adv=3.719, sprd=0.021]
Ep 021/60 [S2:+mat]:  20%|▊   | 65/333 [01:23<05:40,  1.27s/it, loss=0.748, pair=0.037, adv=3.414, sprd=0.027]
Ep 021/60 [S2:+mat]:  20%|▊   | 66/333 [01:23<05:23,  1.21s/it, loss=0.748, pair=0.037, adv=3.414, sprd=0.027]
Ep 021/60 [S2:+mat]:  20%|▊   | 66/333 [01:24<05:23,  1.21s/it, loss=0.748, pair=0.038, adv=3.615, sprd=0.026]
Ep 021/60 [S2:+mat]:  20%|▊   | 67/333 [01:24<05:45,  1.30s/it, loss=0.748, pair=0.038, adv=3.615, sprd=0.026]
Ep 021/60 [S2:+mat]:  20%|▊   | 67/333 [01:26<05:45,  1.30s/it, loss=0.750, pair=0.052, adv=3.458, sprd=0.025]
Ep 021/60 [S2:+mat]:  20%|▊   | 68/333 [01:26<05:35,  1.26s/it, loss=0.750, pair=0.052, adv=3.458, sprd=0.025]
Ep 021/60 [S2:+mat]:  20%|▊   | 68/333 [01:27<05:35,  1.26s/it, loss=0.722, pair=0.021, adv=3.632, sprd=0.021]
Ep 021/60 [S2:+mat]:  21%|▊   | 69/333 [01:27<05:38,  1.28s/it, loss=0.722, pair=0.021, adv=3.632, sprd=0.021]
Ep 021/60 [S2:+mat]:  21%|▊   | 69/333 [01:28<05:38,  1.28s/it, loss=0.753, pair=0.069, adv=3.780, sprd=0.026]
Ep 021/60 [S2:+mat]:  21%|▊   | 70/333 [01:28<05:29,  1.25s/it, loss=0.753, pair=0.069, adv=3.780, sprd=0.026]
Ep 021/60 [S2:+mat]:  21%|▊   | 70/333 [01:29<05:29,  1.25s/it, loss=0.749, pair=0.051, adv=3.434, sprd=0.027]
Ep 021/60 [S2:+mat]:  21%|▊   | 71/333 [01:29<05:37,  1.29s/it, loss=0.749, pair=0.051, adv=3.434, sprd=0.027]
Ep 021/60 [S2:+mat]:  21%|▊   | 71/333 [01:30<05:37,  1.29s/it, loss=0.724, pair=0.064, adv=3.263, sprd=0.023]
Ep 021/60 [S2:+mat]:  22%|▊   | 72/333 [01:30<05:17,  1.22s/it, loss=0.724, pair=0.064, adv=3.263, sprd=0.023]
Ep 021/60 [S2:+mat]:  22%|▊   | 72/333 [01:32<05:17,  1.22s/it, loss=0.728, pair=0.083, adv=3.136, sprd=0.026]
Ep 021/60 [S2:+mat]:  22%|▉   | 73/333 [01:32<05:31,  1.28s/it, loss=0.728, pair=0.083, adv=3.136, sprd=0.026]
Ep 021/60 [S2:+mat]:  22%|▉   | 73/333 [01:33<05:31,  1.28s/it, loss=0.758, pair=0.149, adv=3.314, sprd=0.021]
Ep 021/60 [S2:+mat]:  22%|▉   | 74/333 [01:33<05:20,  1.24s/it, loss=0.758, pair=0.149, adv=3.314, sprd=0.021]
Ep 021/60 [S2:+mat]:  22%|▉   | 74/333 [01:34<05:20,  1.24s/it, loss=0.736, pair=0.032, adv=3.403, sprd=0.019]
Ep 021/60 [S2:+mat]:  23%|▉   | 75/333 [01:34<05:20,  1.24s/it, loss=0.736, pair=0.032, adv=3.403, sprd=0.019]
Ep 021/60 [S2:+mat]:  23%|▉   | 75/333 [01:35<05:20,  1.24s/it, loss=0.739, pair=0.063, adv=3.670, sprd=0.025]
Ep 021/60 [S2:+mat]:  23%|▉   | 76/333 [01:35<05:12,  1.22s/it, loss=0.739, pair=0.063, adv=3.670, sprd=0.025]
Ep 021/60 [S2:+mat]:  23%|▉   | 76/333 [01:37<05:12,  1.22s/it, loss=0.762, pair=0.021, adv=3.483, sprd=0.031]
Ep 021/60 [S2:+mat]:  23%|▉   | 77/333 [01:37<05:16,  1.24s/it, loss=0.762, pair=0.021, adv=3.483, sprd=0.031]
Ep 021/60 [S2:+mat]:  23%|▉   | 77/333 [01:38<05:16,  1.24s/it, loss=0.806, pair=0.092, adv=3.301, sprd=0.039]
Ep 021/60 [S2:+mat]:  23%|▉   | 78/333 [01:38<05:03,  1.19s/it, loss=0.806, pair=0.092, adv=3.301, sprd=0.039]
Ep 021/60 [S2:+mat]:  23%|▉   | 78/333 [01:39<05:03,  1.19s/it, loss=0.736, pair=0.027, adv=3.441, sprd=0.024]
Ep 021/60 [S2:+mat]:  24%|▉   | 79/333 [01:39<05:16,  1.25s/it, loss=0.736, pair=0.027, adv=3.441, sprd=0.024]
Ep 021/60 [S2:+mat]:  24%|▉   | 79/333 [01:40<05:16,  1.25s/it, loss=0.710, pair=0.068, adv=3.135, sprd=0.020]
Ep 021/60 [S2:+mat]:  24%|▉   | 80/333 [01:40<04:58,  1.18s/it, loss=0.710, pair=0.068, adv=3.135, sprd=0.020]
Ep 021/60 [S2:+mat]:  24%|▉   | 80/333 [01:42<04:58,  1.18s/it, loss=0.739, pair=0.055, adv=3.265, sprd=0.025]
Ep 021/60 [S2:+mat]:  24%|▉   | 81/333 [01:42<05:18,  1.26s/it, loss=0.739, pair=0.055, adv=3.265, sprd=0.025]
Ep 021/60 [S2:+mat]:  24%|▉   | 81/333 [01:43<05:18,  1.26s/it, loss=0.734, pair=0.049, adv=3.294, sprd=0.023]
Ep 021/60 [S2:+mat]:  25%|▉   | 82/333 [01:43<05:08,  1.23s/it, loss=0.734, pair=0.049, adv=3.294, sprd=0.023]
Ep 021/60 [S2:+mat]:  25%|▉   | 82/333 [01:44<05:08,  1.23s/it, loss=0.746, pair=0.056, adv=3.493, sprd=0.023]
Ep 021/60 [S2:+mat]:  25%|▉   | 83/333 [01:44<05:25,  1.30s/it, loss=0.746, pair=0.056, adv=3.493, sprd=0.023]
Ep 021/60 [S2:+mat]:  25%|▉   | 83/333 [01:45<05:25,  1.30s/it, loss=0.729, pair=0.054, adv=2.981, sprd=0.028]
Ep 021/60 [S2:+mat]:  25%|█   | 84/333 [01:45<05:11,  1.25s/it, loss=0.729, pair=0.054, adv=2.981, sprd=0.028]
Ep 021/60 [S2:+mat]:  25%|█   | 84/333 [01:47<05:11,  1.25s/it, loss=0.736, pair=0.061, adv=3.392, sprd=0.023]
Ep 021/60 [S2:+mat]:  26%|█   | 85/333 [01:47<05:24,  1.31s/it, loss=0.736, pair=0.061, adv=3.392, sprd=0.023]
Ep 021/60 [S2:+mat]:  26%|█   | 85/333 [01:48<05:24,  1.31s/it, loss=0.722, pair=0.036, adv=3.308, sprd=0.022]
Ep 021/60 [S2:+mat]:  26%|█   | 86/333 [01:48<05:08,  1.25s/it, loss=0.722, pair=0.036, adv=3.308, sprd=0.022]
Ep 021/60 [S2:+mat]:  26%|█   | 86/333 [01:49<05:08,  1.25s/it, loss=0.740, pair=0.027, adv=3.417, sprd=0.024]
Ep 021/60 [S2:+mat]:  26%|█   | 87/333 [01:49<05:19,  1.30s/it, loss=0.740, pair=0.027, adv=3.417, sprd=0.024]
Ep 021/60 [S2:+mat]:  26%|█   | 87/333 [01:50<05:19,  1.30s/it, loss=0.691, pair=0.021, adv=3.033, sprd=0.021]
Ep 021/60 [S2:+mat]:  26%|█   | 88/333 [01:50<05:01,  1.23s/it, loss=0.691, pair=0.021, adv=3.033, sprd=0.021]
Ep 021/60 [S2:+mat]:  26%|█   | 88/333 [01:52<05:01,  1.23s/it, loss=0.731, pair=0.031, adv=3.139, sprd=0.029]
Ep 021/60 [S2:+mat]:  27%|█   | 89/333 [01:52<04:55,  1.21s/it, loss=0.731, pair=0.031, adv=3.139, sprd=0.029]
Ep 021/60 [S2:+mat]:  27%|█   | 89/333 [01:53<04:55,  1.21s/it, loss=0.763, pair=0.050, adv=3.826, sprd=0.026]
Ep 021/60 [S2:+mat]:  27%|█   | 90/333 [01:53<04:55,  1.21s/it, loss=0.763, pair=0.050, adv=3.826, sprd=0.026]
Ep 021/60 [S2:+mat]:  27%|█   | 90/333 [01:54<04:55,  1.21s/it, loss=0.742, pair=0.031, adv=3.402, sprd=0.026]
Ep 021/60 [S2:+mat]:  27%|█   | 91/333 [01:54<05:11,  1.29s/it, loss=0.742, pair=0.031, adv=3.402, sprd=0.026]
Ep 021/60 [S2:+mat]:  27%|█   | 91/333 [01:55<05:11,  1.29s/it, loss=0.734, pair=0.027, adv=3.423, sprd=0.024]
Ep 021/60 [S2:+mat]:  28%|█   | 92/333 [01:55<04:44,  1.18s/it, loss=0.734, pair=0.027, adv=3.423, sprd=0.024]
Ep 021/60 [S2:+mat]:  28%|█   | 92/333 [01:57<04:44,  1.18s/it, loss=0.796, pair=0.061, adv=3.255, sprd=0.039]
Ep 021/60 [S2:+mat]:  28%|█   | 93/333 [01:57<05:00,  1.25s/it, loss=0.796, pair=0.061, adv=3.255, sprd=0.039]
Ep 021/60 [S2:+mat]:  28%|█   | 93/333 [01:58<05:00,  1.25s/it, loss=0.724, pair=0.028, adv=3.472, sprd=0.022]
Ep 021/60 [S2:+mat]:  28%|█▏  | 94/333 [01:58<04:39,  1.17s/it, loss=0.724, pair=0.028, adv=3.472, sprd=0.022]
Ep 021/60 [S2:+mat]:  28%|█▏  | 94/333 [01:59<04:39,  1.17s/it, loss=0.740, pair=0.013, adv=3.428, sprd=0.026]
Ep 021/60 [S2:+mat]:  29%|█▏  | 95/333 [01:59<04:43,  1.19s/it, loss=0.740, pair=0.013, adv=3.428, sprd=0.026]
Ep 021/60 [S2:+mat]:  29%|█▏  | 95/333 [02:00<04:43,  1.19s/it, loss=0.739, pair=0.019, adv=3.360, sprd=0.027]
Ep 021/60 [S2:+mat]:  29%|█▏  | 96/333 [02:00<04:40,  1.18s/it, loss=0.739, pair=0.019, adv=3.360, sprd=0.027]
Ep 021/60 [S2:+mat]:  29%|█▏  | 96/333 [02:01<04:40,  1.18s/it, loss=0.737, pair=0.017, adv=3.621, sprd=0.025]
Ep 021/60 [S2:+mat]:  29%|█▏  | 97/333 [02:01<04:54,  1.25s/it, loss=0.737, pair=0.017, adv=3.621, sprd=0.025]
Ep 021/60 [S2:+mat]:  29%|█▏  | 97/333 [02:03<04:54,  1.25s/it, loss=0.728, pair=0.022, adv=3.355, sprd=0.022]
Ep 021/60 [S2:+mat]:  29%|█▏  | 98/333 [02:03<04:44,  1.21s/it, loss=0.728, pair=0.022, adv=3.355, sprd=0.022]
Ep 021/60 [S2:+mat]:  29%|█▏  | 98/333 [02:04<04:44,  1.21s/it, loss=0.719, pair=0.014, adv=3.116, sprd=0.027]
Ep 021/60 [S2:+mat]:  30%|█▏  | 99/333 [02:04<04:55,  1.26s/it, loss=0.719, pair=0.014, adv=3.116, sprd=0.027]
Ep 021/60 [S2:+mat]:  30%|█▏  | 99/333 [02:05<04:55,  1.26s/it, loss=0.705, pair=0.036, adv=3.001, sprd=0.026]
Ep 021/60 [S2:+mat]:  30%|▉  | 100/333 [02:05<04:45,  1.22s/it, loss=0.705, pair=0.036, adv=3.001, sprd=0.026]
Ep 021/60 [S2:+mat]:  30%|▉  | 100/333 [02:06<04:45,  1.22s/it, loss=0.702, pair=0.004, adv=3.220, sprd=0.022]
Ep 021/60 [S2:+mat]:  30%|▉  | 101/333 [02:06<04:45,  1.23s/it, loss=0.702, pair=0.004, adv=3.220, sprd=0.022]
Ep 021/60 [S2:+mat]:  30%|▉  | 101/333 [02:07<04:45,  1.23s/it, loss=0.717, pair=0.012, adv=3.343, sprd=0.023]
Ep 021/60 [S2:+mat]:  31%|▉  | 102/333 [02:07<04:36,  1.20s/it, loss=0.717, pair=0.012, adv=3.343, sprd=0.023]
Ep 021/60 [S2:+mat]:  31%|▉  | 102/333 [02:09<04:36,  1.20s/it, loss=0.737, pair=0.022, adv=3.634, sprd=0.022]
Ep 021/60 [S2:+mat]:  31%|▉  | 103/333 [02:09<04:54,  1.28s/it, loss=0.737, pair=0.022, adv=3.634, sprd=0.022]
Ep 021/60 [S2:+mat]:  31%|▉  | 103/333 [02:10<04:54,  1.28s/it, loss=0.729, pair=0.044, adv=3.309, sprd=0.025]
Ep 021/60 [S2:+mat]:  31%|▉  | 104/333 [02:10<04:29,  1.18s/it, loss=0.729, pair=0.044, adv=3.309, sprd=0.025]
Ep 021/60 [S2:+mat]:  31%|▉  | 104/333 [02:11<04:29,  1.18s/it, loss=0.791, pair=0.041, adv=3.046, sprd=0.026]
Ep 021/60 [S2:+mat]:  32%|▉  | 105/333 [02:11<04:43,  1.24s/it, loss=0.791, pair=0.041, adv=3.046, sprd=0.026]
Ep 021/60 [S2:+mat]:  32%|▉  | 105/333 [02:12<04:43,  1.24s/it, loss=0.761, pair=0.022, adv=3.818, sprd=0.031]
Ep 021/60 [S2:+mat]:  32%|▉  | 106/333 [02:12<04:36,  1.22s/it, loss=0.761, pair=0.022, adv=3.818, sprd=0.031]
Ep 021/60 [S2:+mat]:  32%|▉  | 106/333 [02:14<04:36,  1.22s/it, loss=0.752, pair=0.012, adv=3.553, sprd=0.023]
Ep 021/60 [S2:+mat]:  32%|▉  | 107/333 [02:14<04:52,  1.29s/it, loss=0.752, pair=0.012, adv=3.553, sprd=0.023]
Ep 021/60 [S2:+mat]:  32%|▉  | 107/333 [02:15<04:52,  1.29s/it, loss=0.708, pair=0.011, adv=3.419, sprd=0.022]
Ep 021/60 [S2:+mat]:  32%|▉  | 108/333 [02:15<04:40,  1.24s/it, loss=0.708, pair=0.011, adv=3.419, sprd=0.022]
Ep 021/60 [S2:+mat]:  32%|▉  | 108/333 [02:16<04:40,  1.24s/it, loss=0.710, pair=0.020, adv=3.266, sprd=0.023]
Ep 021/60 [S2:+mat]:  33%|▉  | 109/333 [02:16<04:43,  1.27s/it, loss=0.710, pair=0.020, adv=3.266, sprd=0.023]
Ep 021/60 [S2:+mat]:  33%|▉  | 109/333 [02:17<04:43,  1.27s/it, loss=0.710, pair=0.004, adv=3.492, sprd=0.022]
Ep 021/60 [S2:+mat]:  33%|▉  | 110/333 [02:17<04:21,  1.17s/it, loss=0.710, pair=0.004, adv=3.492, sprd=0.022]
Ep 021/60 [S2:+mat]:  33%|▉  | 110/333 [02:19<04:21,  1.17s/it, loss=0.770, pair=0.022, adv=3.871, sprd=0.033]
Ep 021/60 [S2:+mat]:  33%|█  | 111/333 [02:19<04:37,  1.25s/it, loss=0.770, pair=0.022, adv=3.871, sprd=0.033]
Ep 021/60 [S2:+mat]:  33%|█  | 111/333 [02:20<04:37,  1.25s/it, loss=0.720, pair=0.009, adv=3.547, sprd=0.022]
Ep 021/60 [S2:+mat]:  34%|█  | 112/333 [02:20<04:27,  1.21s/it, loss=0.720, pair=0.009, adv=3.547, sprd=0.022]
Ep 021/60 [S2:+mat]:  34%|█  | 112/333 [02:21<04:27,  1.21s/it, loss=0.714, pair=0.007, adv=3.687, sprd=0.021]
Ep 021/60 [S2:+mat]:  34%|█  | 113/333 [02:21<04:37,  1.26s/it, loss=0.714, pair=0.007, adv=3.687, sprd=0.021]
Ep 021/60 [S2:+mat]:  34%|█  | 113/333 [02:22<04:37,  1.26s/it, loss=0.728, pair=0.019, adv=3.427, sprd=0.024]
Ep 021/60 [S2:+mat]:  34%|█  | 114/333 [02:22<04:28,  1.22s/it, loss=0.728, pair=0.019, adv=3.427, sprd=0.024]
Ep 021/60 [S2:+mat]:  34%|█  | 114/333 [02:24<04:28,  1.22s/it, loss=0.717, pair=0.004, adv=3.579, sprd=0.023]
Ep 021/60 [S2:+mat]:  35%|█  | 115/333 [02:24<04:39,  1.28s/it, loss=0.717, pair=0.004, adv=3.579, sprd=0.023]
Ep 021/60 [S2:+mat]:  35%|█  | 115/333 [02:25<04:39,  1.28s/it, loss=0.722, pair=0.004, adv=3.690, sprd=0.022]
Ep 021/60 [S2:+mat]:  35%|█  | 116/333 [02:25<04:27,  1.23s/it, loss=0.722, pair=0.004, adv=3.690, sprd=0.022]
Ep 021/60 [S2:+mat]:  35%|█  | 116/333 [02:26<04:27,  1.23s/it, loss=0.783, pair=0.015, adv=3.829, sprd=0.024]
Ep 021/60 [S2:+mat]:  35%|█  | 117/333 [02:26<04:40,  1.30s/it, loss=0.783, pair=0.015, adv=3.829, sprd=0.024]
Ep 021/60 [S2:+mat]:  35%|█  | 117/333 [02:27<04:40,  1.30s/it, loss=0.727, pair=0.009, adv=3.581, sprd=0.025]
Ep 021/60 [S2:+mat]:  35%|█  | 118/333 [02:27<04:28,  1.25s/it, loss=0.727, pair=0.009, adv=3.581, sprd=0.025]
Ep 021/60 [S2:+mat]:  35%|█  | 118/333 [02:29<04:28,  1.25s/it, loss=0.718, pair=0.010, adv=3.650, sprd=0.020]
Ep 021/60 [S2:+mat]:  36%|█  | 119/333 [02:29<04:40,  1.31s/it, loss=0.718, pair=0.010, adv=3.650, sprd=0.020]
Ep 021/60 [S2:+mat]:  36%|█  | 119/333 [02:30<04:40,  1.31s/it, loss=0.768, pair=0.062, adv=3.698, sprd=0.033]
Ep 021/60 [S2:+mat]:  36%|█  | 120/333 [02:30<04:28,  1.26s/it, loss=0.768, pair=0.062, adv=3.698, sprd=0.033]
Ep 021/60 [S2:+mat]:  36%|█  | 120/333 [02:32<04:28,  1.26s/it, loss=0.732, pair=0.004, adv=3.731, sprd=0.026]
Ep 021/60 [S2:+mat]:  36%|█  | 121/333 [02:32<04:38,  1.31s/it, loss=0.732, pair=0.004, adv=3.731, sprd=0.026]
Ep 021/60 [S2:+mat]:  36%|█  | 121/333 [02:33<04:38,  1.31s/it, loss=0.717, pair=0.015, adv=3.413, sprd=0.020]
Ep 021/60 [S2:+mat]:  37%|█  | 122/333 [02:33<04:20,  1.24s/it, loss=0.717, pair=0.015, adv=3.413, sprd=0.020]
Ep 021/60 [S2:+mat]:  37%|█  | 122/333 [02:34<04:20,  1.24s/it, loss=0.764, pair=0.006, adv=3.517, sprd=0.023]
Ep 021/60 [S2:+mat]:  37%|█  | 123/333 [02:34<04:15,  1.22s/it, loss=0.764, pair=0.006, adv=3.517, sprd=0.023]
Ep 021/60 [S2:+mat]:  37%|█  | 123/333 [02:35<04:15,  1.22s/it, loss=0.728, pair=0.021, adv=3.511, sprd=0.023]
Ep 021/60 [S2:+mat]:  37%|█  | 124/333 [02:35<04:08,  1.19s/it, loss=0.728, pair=0.021, adv=3.511, sprd=0.023]
Ep 021/60 [S2:+mat]:  37%|█  | 124/333 [02:36<04:08,  1.19s/it, loss=0.754, pair=0.036, adv=3.400, sprd=0.028]
Ep 021/60 [S2:+mat]:  38%|█▏ | 125/333 [02:36<04:17,  1.24s/it, loss=0.754, pair=0.036, adv=3.400, sprd=0.028]
Ep 021/60 [S2:+mat]:  38%|█▏ | 125/333 [02:37<04:17,  1.24s/it, loss=0.748, pair=0.039, adv=3.763, sprd=0.028]
Ep 021/60 [S2:+mat]:  38%|█▏ | 126/333 [02:37<04:07,  1.20s/it, loss=0.748, pair=0.039, adv=3.763, sprd=0.028]
Ep 021/60 [S2:+mat]:  38%|█▏ | 126/333 [02:39<04:07,  1.20s/it, loss=0.753, pair=0.061, adv=3.525, sprd=0.025]
Ep 021/60 [S2:+mat]:  38%|█▏ | 127/333 [02:39<04:18,  1.25s/it, loss=0.753, pair=0.061, adv=3.525, sprd=0.025]
Ep 021/60 [S2:+mat]:  38%|█▏ | 127/333 [02:40<04:18,  1.25s/it, loss=0.738, pair=0.022, adv=3.557, sprd=0.025]
Ep 021/60 [S2:+mat]:  38%|█▏ | 128/333 [02:40<04:09,  1.22s/it, loss=0.738, pair=0.022, adv=3.557, sprd=0.025]
Ep 021/60 [S2:+mat]:  38%|█▏ | 128/333 [02:41<04:09,  1.22s/it, loss=0.740, pair=0.011, adv=3.553, sprd=0.027]
Ep 021/60 [S2:+mat]:  39%|█▏ | 129/333 [02:41<04:19,  1.27s/it, loss=0.740, pair=0.011, adv=3.553, sprd=0.027]
Ep 021/60 [S2:+mat]:  39%|█▏ | 129/333 [02:42<04:19,  1.27s/it, loss=0.715, pair=0.018, adv=3.640, sprd=0.021]
Ep 021/60 [S2:+mat]:  39%|█▏ | 130/333 [02:42<04:06,  1.21s/it, loss=0.715, pair=0.018, adv=3.640, sprd=0.021]
Ep 021/60 [S2:+mat]:  39%|█▏ | 130/333 [02:44<04:06,  1.21s/it, loss=0.735, pair=0.028, adv=3.425, sprd=0.023]
Ep 021/60 [S2:+mat]:  39%|█▏ | 131/333 [02:44<04:14,  1.26s/it, loss=0.735, pair=0.028, adv=3.425, sprd=0.023]
Ep 021/60 [S2:+mat]:  39%|█▏ | 131/333 [02:45<04:14,  1.26s/it, loss=0.724, pair=0.014, adv=3.386, sprd=0.022]
Ep 021/60 [S2:+mat]:  40%|█▏ | 132/333 [02:45<04:05,  1.22s/it, loss=0.724, pair=0.014, adv=3.386, sprd=0.022]
Ep 021/60 [S2:+mat]:  40%|█▏ | 132/333 [02:46<04:05,  1.22s/it, loss=0.720, pair=0.008, adv=3.427, sprd=0.024]
Ep 021/60 [S2:+mat]:  40%|█▏ | 133/333 [02:46<04:11,  1.26s/it, loss=0.720, pair=0.008, adv=3.427, sprd=0.024]
Ep 021/60 [S2:+mat]:  40%|█▏ | 133/333 [02:47<04:11,  1.26s/it, loss=0.702, pair=0.010, adv=3.253, sprd=0.019]
Ep 021/60 [S2:+mat]:  40%|█▏ | 134/333 [02:47<04:01,  1.22s/it, loss=0.702, pair=0.010, adv=3.253, sprd=0.019]
Ep 021/60 [S2:+mat]:  40%|█▏ | 134/333 [02:49<04:01,  1.22s/it, loss=0.798, pair=0.024, adv=3.282, sprd=0.022]
Ep 021/60 [S2:+mat]:  41%|█▏ | 135/333 [02:49<04:11,  1.27s/it, loss=0.798, pair=0.024, adv=3.282, sprd=0.022]
Ep 021/60 [S2:+mat]:  41%|█▏ | 135/333 [02:50<04:11,  1.27s/it, loss=0.730, pair=0.021, adv=3.210, sprd=0.024]
Ep 021/60 [S2:+mat]:  41%|█▏ | 136/333 [02:50<04:01,  1.23s/it, loss=0.730, pair=0.021, adv=3.210, sprd=0.024]
Ep 021/60 [S2:+mat]:  41%|█▏ | 136/333 [02:51<04:01,  1.23s/it, loss=0.698, pair=0.008, adv=3.282, sprd=0.017]
Ep 021/60 [S2:+mat]:  41%|█▏ | 137/333 [02:51<04:08,  1.27s/it, loss=0.698, pair=0.008, adv=3.282, sprd=0.017]
Ep 021/60 [S2:+mat]:  41%|█▏ | 137/333 [02:52<04:08,  1.27s/it, loss=0.764, pair=0.021, adv=3.715, sprd=0.033]
Ep 021/60 [S2:+mat]:  41%|█▏ | 138/333 [02:52<04:05,  1.26s/it, loss=0.764, pair=0.021, adv=3.715, sprd=0.033]
Ep 021/60 [S2:+mat]:  41%|█▏ | 138/333 [02:54<04:05,  1.26s/it, loss=0.711, pair=0.014, adv=3.685, sprd=0.022]
Ep 021/60 [S2:+mat]:  42%|█▎ | 139/333 [02:54<04:10,  1.29s/it, loss=0.711, pair=0.014, adv=3.685, sprd=0.022]
Ep 021/60 [S2:+mat]:  42%|█▎ | 139/333 [02:55<04:10,  1.29s/it, loss=0.748, pair=0.032, adv=3.302, sprd=0.030]
Ep 021/60 [S2:+mat]:  42%|█▎ | 140/333 [02:55<04:04,  1.27s/it, loss=0.748, pair=0.032, adv=3.302, sprd=0.030]
Ep 021/60 [S2:+mat]:  42%|█▎ | 140/333 [02:56<04:04,  1.27s/it, loss=0.785, pair=0.018, adv=3.135, sprd=0.021]
Ep 021/60 [S2:+mat]:  42%|█▎ | 141/333 [02:56<03:49,  1.20s/it, loss=0.785, pair=0.018, adv=3.135, sprd=0.021]
Ep 021/60 [S2:+mat]:  42%|█▎ | 141/333 [02:57<03:49,  1.20s/it, loss=0.753, pair=0.022, adv=3.798, sprd=0.029]
Ep 021/60 [S2:+mat]:  43%|█▎ | 142/333 [02:57<03:48,  1.20s/it, loss=0.753, pair=0.022, adv=3.798, sprd=0.029]
Ep 021/60 [S2:+mat]:  43%|█▎ | 142/333 [02:59<03:48,  1.20s/it, loss=0.746, pair=0.038, adv=3.382, sprd=0.026]
Ep 021/60 [S2:+mat]:  43%|█▎ | 143/333 [02:59<04:00,  1.27s/it, loss=0.746, pair=0.038, adv=3.382, sprd=0.026]
Ep 021/60 [S2:+mat]:  43%|█▎ | 143/333 [03:00<04:00,  1.27s/it, loss=0.703, pair=0.033, adv=3.287, sprd=0.018]
Ep 021/60 [S2:+mat]:  43%|█▎ | 144/333 [03:00<03:50,  1.22s/it, loss=0.703, pair=0.033, adv=3.287, sprd=0.018]
Ep 021/60 [S2:+mat]:  43%|█▎ | 144/333 [03:01<03:50,  1.22s/it, loss=0.712, pair=0.011, adv=3.365, sprd=0.018]
Ep 021/60 [S2:+mat]:  44%|█▎ | 145/333 [03:01<03:57,  1.26s/it, loss=0.712, pair=0.011, adv=3.365, sprd=0.018]
Ep 021/60 [S2:+mat]:  44%|█▎ | 145/333 [03:02<03:57,  1.26s/it, loss=0.795, pair=0.020, adv=3.755, sprd=0.026]
Ep 021/60 [S2:+mat]:  44%|█▎ | 146/333 [03:02<03:43,  1.19s/it, loss=0.795, pair=0.020, adv=3.755, sprd=0.026]
Ep 021/60 [S2:+mat]:  44%|█▎ | 146/333 [03:04<03:43,  1.19s/it, loss=0.726, pair=0.010, adv=3.581, sprd=0.025]
Ep 021/60 [S2:+mat]:  44%|█▎ | 147/333 [03:04<03:52,  1.25s/it, loss=0.726, pair=0.010, adv=3.581, sprd=0.025]
Ep 021/60 [S2:+mat]:  44%|█▎ | 147/333 [03:05<03:52,  1.25s/it, loss=0.764, pair=0.015, adv=3.790, sprd=0.022]
Ep 021/60 [S2:+mat]:  44%|█▎ | 148/333 [03:05<03:46,  1.22s/it, loss=0.764, pair=0.015, adv=3.790, sprd=0.022]
Ep 021/60 [S2:+mat]:  44%|█▎ | 148/333 [03:06<03:46,  1.22s/it, loss=0.733, pair=0.022, adv=3.733, sprd=0.025]
Ep 021/60 [S2:+mat]:  45%|█▎ | 149/333 [03:06<03:40,  1.20s/it, loss=0.733, pair=0.022, adv=3.733, sprd=0.025]
Ep 021/60 [S2:+mat]:  45%|█▎ | 149/333 [03:07<03:40,  1.20s/it, loss=0.723, pair=0.007, adv=3.299, sprd=0.024]
Ep 021/60 [S2:+mat]:  45%|█▎ | 150/333 [03:07<03:38,  1.20s/it, loss=0.723, pair=0.007, adv=3.299, sprd=0.024]
Ep 021/60 [S2:+mat]:  45%|█▎ | 150/333 [03:08<03:38,  1.20s/it, loss=0.734, pair=0.007, adv=3.656, sprd=0.026]
Ep 021/60 [S2:+mat]:  45%|█▎ | 151/333 [03:08<03:50,  1.27s/it, loss=0.734, pair=0.007, adv=3.656, sprd=0.026]
Ep 021/60 [S2:+mat]:  45%|█▎ | 151/333 [03:09<03:50,  1.27s/it, loss=0.730, pair=0.032, adv=3.539, sprd=0.024]
Ep 021/60 [S2:+mat]:  46%|█▎ | 152/333 [03:09<03:31,  1.17s/it, loss=0.730, pair=0.032, adv=3.539, sprd=0.024]
Ep 021/60 [S2:+mat]:  46%|█▎ | 152/333 [03:11<03:31,  1.17s/it, loss=0.739, pair=0.017, adv=3.689, sprd=0.025]
Ep 021/60 [S2:+mat]:  46%|█▍ | 153/333 [03:11<03:44,  1.25s/it, loss=0.739, pair=0.017, adv=3.689, sprd=0.025]
Ep 021/60 [S2:+mat]:  46%|█▍ | 153/333 [03:12<03:44,  1.25s/it, loss=0.726, pair=0.024, adv=3.825, sprd=0.026]
Ep 021/60 [S2:+mat]:  46%|█▍ | 154/333 [03:12<03:39,  1.22s/it, loss=0.726, pair=0.024, adv=3.825, sprd=0.026]
Ep 021/60 [S2:+mat]:  46%|█▍ | 154/333 [03:13<03:39,  1.22s/it, loss=0.849, pair=0.042, adv=3.569, sprd=0.030]
Ep 021/60 [S2:+mat]:  47%|█▍ | 155/333 [03:13<03:40,  1.24s/it, loss=0.849, pair=0.042, adv=3.569, sprd=0.030]
Ep 021/60 [S2:+mat]:  47%|█▍ | 155/333 [03:14<03:40,  1.24s/it, loss=0.748, pair=0.039, adv=3.620, sprd=0.029]
Ep 021/60 [S2:+mat]:  47%|█▍ | 156/333 [03:14<03:37,  1.23s/it, loss=0.748, pair=0.039, adv=3.620, sprd=0.029]
Ep 021/60 [S2:+mat]:  47%|█▍ | 156/333 [03:16<03:37,  1.23s/it, loss=0.733, pair=0.008, adv=3.628, sprd=0.022]
Ep 021/60 [S2:+mat]:  47%|█▍ | 157/333 [03:16<03:30,  1.20s/it, loss=0.733, pair=0.008, adv=3.628, sprd=0.022]
Ep 021/60 [S2:+mat]:  47%|█▍ | 157/333 [03:17<03:30,  1.20s/it, loss=0.726, pair=0.044, adv=3.881, sprd=0.023]
Ep 021/60 [S2:+mat]:  47%|█▍ | 158/333 [03:17<03:26,  1.18s/it, loss=0.726, pair=0.044, adv=3.881, sprd=0.023]
Ep 021/60 [S2:+mat]:  47%|█▍ | 158/333 [03:18<03:26,  1.18s/it, loss=0.816, pair=0.008, adv=3.623, sprd=0.028]
Ep 021/60 [S2:+mat]:  48%|█▍ | 159/333 [03:18<03:38,  1.26s/it, loss=0.816, pair=0.008, adv=3.623, sprd=0.028]
Ep 021/60 [S2:+mat]:  48%|█▍ | 159/333 [03:19<03:38,  1.26s/it, loss=0.718, pair=0.012, adv=3.714, sprd=0.021]
Ep 021/60 [S2:+mat]:  48%|█▍ | 160/333 [03:19<03:17,  1.14s/it, loss=0.718, pair=0.012, adv=3.714, sprd=0.021]
Ep 021/60 [S2:+mat]:  48%|█▍ | 160/333 [03:21<03:17,  1.14s/it, loss=0.775, pair=0.039, adv=3.630, sprd=0.032]
Ep 021/60 [S2:+mat]:  48%|█▍ | 161/333 [03:21<03:37,  1.27s/it, loss=0.775, pair=0.039, adv=3.630, sprd=0.032]
Ep 021/60 [S2:+mat]:  48%|█▍ | 161/333 [03:22<03:37,  1.27s/it, loss=0.775, pair=0.042, adv=3.614, sprd=0.034]
Ep 021/60 [S2:+mat]:  49%|█▍ | 162/333 [03:22<03:35,  1.26s/it, loss=0.775, pair=0.042, adv=3.614, sprd=0.034]
Ep 021/60 [S2:+mat]:  49%|█▍ | 162/333 [03:23<03:35,  1.26s/it, loss=0.736, pair=0.068, adv=3.763, sprd=0.022]
Ep 021/60 [S2:+mat]:  49%|█▍ | 163/333 [03:23<03:36,  1.27s/it, loss=0.736, pair=0.068, adv=3.763, sprd=0.022]
Ep 021/60 [S2:+mat]:  49%|█▍ | 163/333 [03:24<03:36,  1.27s/it, loss=0.751, pair=0.061, adv=3.480, sprd=0.027]
Ep 021/60 [S2:+mat]:  49%|█▍ | 164/333 [03:24<03:30,  1.24s/it, loss=0.751, pair=0.061, adv=3.480, sprd=0.027]
Ep 021/60 [S2:+mat]:  49%|█▍ | 164/333 [03:26<03:30,  1.24s/it, loss=0.722, pair=0.026, adv=3.321, sprd=0.020]
Ep 021/60 [S2:+mat]:  50%|█▍ | 165/333 [03:26<03:38,  1.30s/it, loss=0.722, pair=0.026, adv=3.321, sprd=0.020]
Ep 021/60 [S2:+mat]:  50%|█▍ | 165/333 [03:27<03:38,  1.30s/it, loss=0.726, pair=0.016, adv=3.914, sprd=0.024]
Ep 021/60 [S2:+mat]:  50%|█▍ | 166/333 [03:27<03:28,  1.25s/it, loss=0.726, pair=0.016, adv=3.914, sprd=0.024]
Ep 021/60 [S2:+mat]:  50%|█▍ | 166/333 [03:28<03:28,  1.25s/it, loss=0.723, pair=0.015, adv=3.407, sprd=0.021]
Ep 021/60 [S2:+mat]:  50%|█▌ | 167/333 [03:28<03:34,  1.29s/it, loss=0.723, pair=0.015, adv=3.407, sprd=0.021]
Ep 021/60 [S2:+mat]:  50%|█▌ | 167/333 [03:29<03:34,  1.29s/it, loss=0.692, pair=0.013, adv=2.998, sprd=0.023]
Ep 021/60 [S2:+mat]:  50%|█▌ | 168/333 [03:29<03:24,  1.24s/it, loss=0.692, pair=0.013, adv=2.998, sprd=0.023]
Ep 021/60 [S2:+mat]:  50%|█▌ | 168/333 [03:31<03:24,  1.24s/it, loss=0.729, pair=0.011, adv=3.650, sprd=0.021]
Ep 021/60 [S2:+mat]:  51%|█▌ | 169/333 [03:31<03:29,  1.27s/it, loss=0.729, pair=0.011, adv=3.650, sprd=0.021]
Ep 021/60 [S2:+mat]:  51%|█▌ | 169/333 [03:32<03:29,  1.27s/it, loss=0.769, pair=0.055, adv=3.565, sprd=0.034]
Ep 021/60 [S2:+mat]:  51%|█▌ | 170/333 [03:32<03:24,  1.26s/it, loss=0.769, pair=0.055, adv=3.565, sprd=0.034]
Ep 021/60 [S2:+mat]:  51%|█▌ | 170/333 [03:33<03:24,  1.26s/it, loss=0.822, pair=0.009, adv=3.492, sprd=0.026]
Ep 021/60 [S2:+mat]:  51%|█▌ | 171/333 [03:33<03:29,  1.29s/it, loss=0.822, pair=0.009, adv=3.492, sprd=0.026]
Ep 021/60 [S2:+mat]:  51%|█▌ | 171/333 [03:34<03:29,  1.29s/it, loss=0.727, pair=0.049, adv=3.609, sprd=0.021]
Ep 021/60 [S2:+mat]:  52%|█▌ | 172/333 [03:34<03:20,  1.25s/it, loss=0.727, pair=0.049, adv=3.609, sprd=0.021]
Ep 021/60 [S2:+mat]:  52%|█▌ | 172/333 [03:36<03:20,  1.25s/it, loss=0.712, pair=0.026, adv=3.342, sprd=0.019]
Ep 021/60 [S2:+mat]:  52%|█▌ | 173/333 [03:36<03:12,  1.20s/it, loss=0.712, pair=0.026, adv=3.342, sprd=0.019]
Ep 021/60 [S2:+mat]:  52%|█▌ | 173/333 [03:37<03:12,  1.20s/it, loss=0.719, pair=0.014, adv=3.727, sprd=0.023]
Ep 021/60 [S2:+mat]:  52%|█▌ | 174/333 [03:37<03:09,  1.19s/it, loss=0.719, pair=0.014, adv=3.727, sprd=0.023]
Ep 021/60 [S2:+mat]:  52%|█▌ | 174/333 [03:38<03:09,  1.19s/it, loss=0.764, pair=0.049, adv=3.403, sprd=0.028]
Ep 021/60 [S2:+mat]:  53%|█▌ | 175/333 [03:38<03:20,  1.27s/it, loss=0.764, pair=0.049, adv=3.403, sprd=0.028]
Ep 021/60 [S2:+mat]:  53%|█▌ | 175/333 [03:39<03:20,  1.27s/it, loss=0.735, pair=0.039, adv=3.694, sprd=0.023]
Ep 021/60 [S2:+mat]:  53%|█▌ | 176/333 [03:39<03:07,  1.19s/it, loss=0.735, pair=0.039, adv=3.694, sprd=0.023]
Ep 021/60 [S2:+mat]:  53%|█▌ | 176/333 [03:41<03:07,  1.19s/it, loss=0.917, pair=0.045, adv=3.108, sprd=0.024]
Ep 021/60 [S2:+mat]:  53%|█▌ | 177/333 [03:41<03:13,  1.24s/it, loss=0.917, pair=0.045, adv=3.108, sprd=0.024]
Ep 021/60 [S2:+mat]:  53%|█▌ | 177/333 [03:42<03:13,  1.24s/it, loss=0.720, pair=0.009, adv=3.865, sprd=0.023]
Ep 021/60 [S2:+mat]:  53%|█▌ | 178/333 [03:42<03:07,  1.21s/it, loss=0.720, pair=0.009, adv=3.865, sprd=0.023]
Ep 021/60 [S2:+mat]:  53%|█▌ | 178/333 [03:43<03:07,  1.21s/it, loss=0.728, pair=0.043, adv=3.439, sprd=0.023]
Ep 021/60 [S2:+mat]:  54%|█▌ | 179/333 [03:43<03:09,  1.23s/it, loss=0.728, pair=0.043, adv=3.439, sprd=0.023]
Ep 021/60 [S2:+mat]:  54%|█▌ | 179/333 [03:44<03:09,  1.23s/it, loss=0.720, pair=0.029, adv=3.179, sprd=0.026]
Ep 021/60 [S2:+mat]:  54%|█▌ | 180/333 [03:44<03:05,  1.21s/it, loss=0.720, pair=0.029, adv=3.179, sprd=0.026]
Ep 021/60 [S2:+mat]:  54%|█▌ | 180/333 [03:46<03:05,  1.21s/it, loss=0.730, pair=0.034, adv=3.664, sprd=0.023]
Ep 021/60 [S2:+mat]:  54%|█▋ | 181/333 [03:46<03:12,  1.27s/it, loss=0.730, pair=0.034, adv=3.664, sprd=0.023]
Ep 021/60 [S2:+mat]:  54%|█▋ | 181/333 [03:47<03:12,  1.27s/it, loss=0.759, pair=0.043, adv=3.581, sprd=0.029]
Ep 021/60 [S2:+mat]:  55%|█▋ | 182/333 [03:47<03:02,  1.21s/it, loss=0.759, pair=0.043, adv=3.581, sprd=0.029]
Ep 021/60 [S2:+mat]:  55%|█▋ | 182/333 [03:48<03:02,  1.21s/it, loss=0.738, pair=0.005, adv=3.431, sprd=0.025]
Ep 021/60 [S2:+mat]:  55%|█▋ | 183/333 [03:48<03:08,  1.26s/it, loss=0.738, pair=0.005, adv=3.431, sprd=0.025]
Ep 021/60 [S2:+mat]:  55%|█▋ | 183/333 [03:49<03:08,  1.26s/it, loss=0.713, pair=0.015, adv=3.188, sprd=0.027]
Ep 021/60 [S2:+mat]:  55%|█▋ | 184/333 [03:49<03:02,  1.22s/it, loss=0.713, pair=0.015, adv=3.188, sprd=0.027]
Ep 021/60 [S2:+mat]:  55%|█▋ | 184/333 [03:51<03:02,  1.22s/it, loss=0.745, pair=0.025, adv=3.716, sprd=0.026]
Ep 021/60 [S2:+mat]:  56%|█▋ | 185/333 [03:51<03:08,  1.28s/it, loss=0.745, pair=0.025, adv=3.716, sprd=0.026]
Ep 021/60 [S2:+mat]:  56%|█▋ | 185/333 [03:52<03:08,  1.28s/it, loss=0.753, pair=0.017, adv=3.876, sprd=0.030]
Ep 021/60 [S2:+mat]:  56%|█▋ | 186/333 [03:52<03:06,  1.27s/it, loss=0.753, pair=0.017, adv=3.876, sprd=0.030]
Ep 021/60 [S2:+mat]:  56%|█▋ | 186/333 [03:53<03:06,  1.27s/it, loss=0.733, pair=0.006, adv=3.211, sprd=0.031]
Ep 021/60 [S2:+mat]:  56%|█▋ | 187/333 [03:53<03:12,  1.32s/it, loss=0.733, pair=0.006, adv=3.211, sprd=0.031]
Ep 021/60 [S2:+mat]:  56%|█▋ | 187/333 [03:54<03:12,  1.32s/it, loss=0.802, pair=0.005, adv=3.618, sprd=0.022]
Ep 021/60 [S2:+mat]:  56%|█▋ | 188/333 [03:54<02:53,  1.20s/it, loss=0.802, pair=0.005, adv=3.618, sprd=0.022]
Ep 021/60 [S2:+mat]:  56%|█▋ | 188/333 [03:55<02:53,  1.20s/it, loss=0.737, pair=0.060, adv=3.420, sprd=0.023]
Ep 021/60 [S2:+mat]:  57%|█▋ | 189/333 [03:55<02:58,  1.24s/it, loss=0.737, pair=0.060, adv=3.420, sprd=0.023]
Ep 021/60 [S2:+mat]:  57%|█▋ | 189/333 [03:57<02:58,  1.24s/it, loss=0.750, pair=0.075, adv=3.461, sprd=0.025]
Ep 021/60 [S2:+mat]:  57%|█▋ | 190/333 [03:57<02:54,  1.22s/it, loss=0.750, pair=0.075, adv=3.461, sprd=0.025]
Ep 021/60 [S2:+mat]:  57%|█▋ | 190/333 [03:58<02:54,  1.22s/it, loss=0.721, pair=0.019, adv=3.196, sprd=0.028]
Ep 021/60 [S2:+mat]:  57%|█▋ | 191/333 [03:58<03:00,  1.27s/it, loss=0.721, pair=0.019, adv=3.196, sprd=0.028]
Ep 021/60 [S2:+mat]:  57%|█▋ | 191/333 [03:59<03:00,  1.27s/it, loss=0.728, pair=0.033, adv=3.623, sprd=0.024]
Ep 021/60 [S2:+mat]:  58%|█▋ | 192/333 [03:59<02:45,  1.18s/it, loss=0.728, pair=0.033, adv=3.623, sprd=0.024]
Ep 021/60 [S2:+mat]:  58%|█▋ | 192/333 [04:00<02:45,  1.18s/it, loss=0.747, pair=0.018, adv=3.805, sprd=0.028]
Ep 021/60 [S2:+mat]:  58%|█▋ | 193/333 [04:00<02:54,  1.25s/it, loss=0.747, pair=0.018, adv=3.805, sprd=0.028]
Ep 021/60 [S2:+mat]:  58%|█▋ | 193/333 [04:02<02:54,  1.25s/it, loss=0.734, pair=0.016, adv=3.299, sprd=0.028]
Ep 021/60 [S2:+mat]:  58%|█▋ | 194/333 [04:02<02:48,  1.21s/it, loss=0.734, pair=0.016, adv=3.299, sprd=0.028]
Ep 021/60 [S2:+mat]:  58%|█▋ | 194/333 [04:03<02:48,  1.21s/it, loss=0.709, pair=0.021, adv=3.236, sprd=0.018]
Ep 021/60 [S2:+mat]:  59%|█▊ | 195/333 [04:03<02:54,  1.27s/it, loss=0.709, pair=0.021, adv=3.236, sprd=0.018]
Ep 021/60 [S2:+mat]:  59%|█▊ | 195/333 [04:04<02:54,  1.27s/it, loss=0.715, pair=0.012, adv=3.325, sprd=0.019]
Ep 021/60 [S2:+mat]:  59%|█▊ | 196/333 [04:04<02:47,  1.22s/it, loss=0.715, pair=0.012, adv=3.325, sprd=0.019]
Ep 021/60 [S2:+mat]:  59%|█▊ | 196/333 [04:06<02:47,  1.22s/it, loss=0.733, pair=0.006, adv=3.707, sprd=0.027]
Ep 021/60 [S2:+mat]:  59%|█▊ | 197/333 [04:06<02:57,  1.31s/it, loss=0.733, pair=0.006, adv=3.707, sprd=0.027]
Ep 021/60 [S2:+mat]:  59%|█▊ | 197/333 [04:07<02:57,  1.31s/it, loss=0.743, pair=0.057, adv=3.641, sprd=0.022]
Ep 021/60 [S2:+mat]:  59%|█▊ | 198/333 [04:07<02:49,  1.25s/it, loss=0.743, pair=0.057, adv=3.641, sprd=0.022]
Ep 021/60 [S2:+mat]:  59%|█▊ | 198/333 [04:08<02:49,  1.25s/it, loss=0.699, pair=0.020, adv=3.479, sprd=0.018]
Ep 021/60 [S2:+mat]:  60%|█▊ | 199/333 [04:08<02:51,  1.28s/it, loss=0.699, pair=0.020, adv=3.479, sprd=0.018]
Ep 021/60 [S2:+mat]:  60%|█▊ | 199/333 [04:09<02:51,  1.28s/it, loss=0.728, pair=0.030, adv=3.603, sprd=0.025]
Ep 021/60 [S2:+mat]:  60%|█▊ | 200/333 [04:09<02:45,  1.25s/it, loss=0.728, pair=0.030, adv=3.603, sprd=0.025]
Ep 021/60 [S2:+mat]:  60%|█▊ | 200/333 [04:11<02:45,  1.25s/it, loss=0.709, pair=0.022, adv=3.583, sprd=0.018]
Ep 021/60 [S2:+mat]:  60%|█▊ | 201/333 [04:11<02:47,  1.27s/it, loss=0.709, pair=0.022, adv=3.583, sprd=0.018]
Ep 021/60 [S2:+mat]:  60%|█▊ | 201/333 [04:12<02:47,  1.27s/it, loss=0.766, pair=0.032, adv=3.368, sprd=0.027]
Ep 021/60 [S2:+mat]:  61%|█▊ | 202/333 [04:12<02:42,  1.24s/it, loss=0.766, pair=0.032, adv=3.368, sprd=0.027]
Ep 021/60 [S2:+mat]:  61%|█▊ | 202/333 [04:13<02:42,  1.24s/it, loss=0.769, pair=0.132, adv=3.572, sprd=0.022]
Ep 021/60 [S2:+mat]:  61%|█▊ | 203/333 [04:13<02:51,  1.32s/it, loss=0.769, pair=0.132, adv=3.572, sprd=0.022]
Ep 021/60 [S2:+mat]:  61%|█▊ | 203/333 [04:14<02:51,  1.32s/it, loss=0.746, pair=0.110, adv=3.437, sprd=0.021]
Ep 021/60 [S2:+mat]:  61%|█▊ | 204/333 [04:14<02:41,  1.25s/it, loss=0.746, pair=0.110, adv=3.437, sprd=0.021]
Ep 021/60 [S2:+mat]:  61%|█▊ | 204/333 [04:16<02:41,  1.25s/it, loss=0.726, pair=0.039, adv=3.882, sprd=0.021]
Ep 021/60 [S2:+mat]:  62%|█▊ | 205/333 [04:16<02:45,  1.29s/it, loss=0.726, pair=0.039, adv=3.882, sprd=0.021]
Ep 021/60 [S2:+mat]:  62%|█▊ | 205/333 [04:17<02:45,  1.29s/it, loss=0.730, pair=0.046, adv=3.581, sprd=0.023]
Ep 021/60 [S2:+mat]:  62%|█▊ | 206/333 [04:17<02:38,  1.24s/it, loss=0.730, pair=0.046, adv=3.581, sprd=0.023]
Ep 021/60 [S2:+mat]:  62%|█▊ | 206/333 [04:18<02:38,  1.24s/it, loss=0.752, pair=0.032, adv=3.948, sprd=0.026]
Ep 021/60 [S2:+mat]:  62%|█▊ | 207/333 [04:18<02:45,  1.31s/it, loss=0.752, pair=0.032, adv=3.948, sprd=0.026]
Ep 021/60 [S2:+mat]:  62%|█▊ | 207/333 [04:19<02:45,  1.31s/it, loss=0.707, pair=0.008, adv=3.520, sprd=0.018]
Ep 021/60 [S2:+mat]:  62%|█▊ | 208/333 [04:19<02:37,  1.26s/it, loss=0.707, pair=0.008, adv=3.520, sprd=0.018]
Ep 021/60 [S2:+mat]:  62%|█▊ | 208/333 [04:21<02:37,  1.26s/it, loss=0.725, pair=0.009, adv=3.752, sprd=0.024]
Ep 021/60 [S2:+mat]:  63%|█▉ | 209/333 [04:21<02:41,  1.30s/it, loss=0.725, pair=0.009, adv=3.752, sprd=0.024]
Ep 021/60 [S2:+mat]:  63%|█▉ | 209/333 [04:22<02:41,  1.30s/it, loss=0.747, pair=0.054, adv=3.714, sprd=0.024]
Ep 021/60 [S2:+mat]:  63%|█▉ | 210/333 [04:22<02:34,  1.26s/it, loss=0.747, pair=0.054, adv=3.714, sprd=0.024]
Ep 021/60 [S2:+mat]:  63%|█▉ | 210/333 [04:23<02:34,  1.26s/it, loss=0.748, pair=0.058, adv=3.791, sprd=0.024]
Ep 021/60 [S2:+mat]:  63%|█▉ | 211/333 [04:23<02:38,  1.30s/it, loss=0.748, pair=0.058, adv=3.791, sprd=0.024]
Ep 021/60 [S2:+mat]:  63%|█▉ | 211/333 [04:25<02:38,  1.30s/it, loss=0.756, pair=0.028, adv=3.765, sprd=0.029]
Ep 021/60 [S2:+mat]:  64%|█▉ | 212/333 [04:25<02:33,  1.27s/it, loss=0.756, pair=0.028, adv=3.765, sprd=0.029]
Ep 021/60 [S2:+mat]:  64%|█▉ | 212/333 [04:26<02:33,  1.27s/it, loss=0.721, pair=0.013, adv=3.796, sprd=0.020]
Ep 021/60 [S2:+mat]:  64%|█▉ | 213/333 [04:26<02:37,  1.32s/it, loss=0.721, pair=0.013, adv=3.796, sprd=0.020]
Ep 021/60 [S2:+mat]:  64%|█▉ | 213/333 [04:27<02:37,  1.32s/it, loss=0.691, pair=0.023, adv=3.077, sprd=0.020]
Ep 021/60 [S2:+mat]:  64%|█▉ | 214/333 [04:27<02:29,  1.25s/it, loss=0.691, pair=0.023, adv=3.077, sprd=0.020]
Ep 021/60 [S2:+mat]:  64%|█▉ | 214/333 [04:28<02:29,  1.25s/it, loss=0.735, pair=0.014, adv=3.374, sprd=0.023]
Ep 021/60 [S2:+mat]:  65%|█▉ | 215/333 [04:28<02:32,  1.29s/it, loss=0.735, pair=0.014, adv=3.374, sprd=0.023]
Ep 021/60 [S2:+mat]:  65%|█▉ | 215/333 [04:30<02:32,  1.29s/it, loss=0.725, pair=0.015, adv=3.505, sprd=0.023]
Ep 021/60 [S2:+mat]:  65%|█▉ | 216/333 [04:30<02:26,  1.25s/it, loss=0.725, pair=0.015, adv=3.505, sprd=0.023]
Ep 021/60 [S2:+mat]:  65%|█▉ | 216/333 [04:31<02:26,  1.25s/it, loss=0.742, pair=0.014, adv=3.724, sprd=0.026]
Ep 021/60 [S2:+mat]:  65%|█▉ | 217/333 [04:31<02:31,  1.30s/it, loss=0.742, pair=0.014, adv=3.724, sprd=0.026]
Ep 021/60 [S2:+mat]:  65%|█▉ | 217/333 [04:32<02:31,  1.30s/it, loss=0.720, pair=0.009, adv=3.725, sprd=0.022]
Ep 021/60 [S2:+mat]:  65%|█▉ | 218/333 [04:32<02:24,  1.25s/it, loss=0.720, pair=0.009, adv=3.725, sprd=0.022]
Ep 021/60 [S2:+mat]:  65%|█▉ | 218/333 [04:34<02:24,  1.25s/it, loss=0.751, pair=0.022, adv=3.390, sprd=0.025]
Ep 021/60 [S2:+mat]:  66%|█▉ | 219/333 [04:34<02:26,  1.29s/it, loss=0.751, pair=0.022, adv=3.390, sprd=0.025]
Ep 021/60 [S2:+mat]:  66%|█▉ | 219/333 [04:34<02:26,  1.29s/it, loss=0.717, pair=0.013, adv=3.870, sprd=0.022]
Ep 021/60 [S2:+mat]:  66%|█▉ | 220/333 [04:34<02:12,  1.18s/it, loss=0.717, pair=0.013, adv=3.870, sprd=0.022]
Ep 021/60 [S2:+mat]:  66%|█▉ | 220/333 [04:36<02:12,  1.18s/it, loss=0.766, pair=0.046, adv=3.612, sprd=0.030]
Ep 021/60 [S2:+mat]:  66%|█▉ | 221/333 [04:36<02:20,  1.25s/it, loss=0.766, pair=0.046, adv=3.612, sprd=0.030]
Ep 021/60 [S2:+mat]:  66%|█▉ | 221/333 [04:37<02:20,  1.25s/it, loss=0.736, pair=0.022, adv=3.733, sprd=0.024]
Ep 021/60 [S2:+mat]:  67%|██ | 222/333 [04:37<02:15,  1.22s/it, loss=0.736, pair=0.022, adv=3.733, sprd=0.024]
Ep 021/60 [S2:+mat]:  67%|██ | 222/333 [04:39<02:15,  1.22s/it, loss=0.722, pair=0.017, adv=4.130, sprd=0.024]
Ep 021/60 [S2:+mat]:  67%|██ | 223/333 [04:39<02:22,  1.29s/it, loss=0.722, pair=0.017, adv=4.130, sprd=0.024]
Ep 021/60 [S2:+mat]:  67%|██ | 223/333 [04:40<02:22,  1.29s/it, loss=0.752, pair=0.017, adv=3.837, sprd=0.028]
Ep 021/60 [S2:+mat]:  67%|██ | 224/333 [04:40<02:17,  1.26s/it, loss=0.752, pair=0.017, adv=3.837, sprd=0.028]
Ep 021/60 [S2:+mat]:  67%|██ | 224/333 [04:41<02:17,  1.26s/it, loss=0.726, pair=0.013, adv=3.613, sprd=0.020]
Ep 021/60 [S2:+mat]:  68%|██ | 225/333 [04:41<02:20,  1.30s/it, loss=0.726, pair=0.013, adv=3.613, sprd=0.020]
Ep 021/60 [S2:+mat]:  68%|██ | 225/333 [04:42<02:20,  1.30s/it, loss=0.719, pair=0.022, adv=3.511, sprd=0.021]
Ep 021/60 [S2:+mat]:  68%|██ | 226/333 [04:42<02:13,  1.25s/it, loss=0.719, pair=0.022, adv=3.511, sprd=0.021]
Ep 021/60 [S2:+mat]:  68%|██ | 226/333 [04:44<02:13,  1.25s/it, loss=0.746, pair=0.011, adv=3.743, sprd=0.027]
Ep 021/60 [S2:+mat]:  68%|██ | 227/333 [04:44<02:19,  1.32s/it, loss=0.746, pair=0.011, adv=3.743, sprd=0.027]
Ep 021/60 [S2:+mat]:  68%|██ | 227/333 [04:45<02:19,  1.32s/it, loss=0.730, pair=0.029, adv=3.686, sprd=0.025]
Ep 021/60 [S2:+mat]:  68%|██ | 228/333 [04:45<02:07,  1.22s/it, loss=0.730, pair=0.029, adv=3.686, sprd=0.025]
Ep 021/60 [S2:+mat]:  68%|██ | 228/333 [04:46<02:07,  1.22s/it, loss=0.756, pair=0.061, adv=3.672, sprd=0.024]
Ep 021/60 [S2:+mat]:  69%|██ | 229/333 [04:46<02:15,  1.30s/it, loss=0.756, pair=0.061, adv=3.672, sprd=0.024]
Ep 021/60 [S2:+mat]:  69%|██ | 229/333 [04:47<02:15,  1.30s/it, loss=0.715, pair=0.009, adv=3.579, sprd=0.020]
Ep 021/60 [S2:+mat]:  69%|██ | 230/333 [04:47<02:09,  1.25s/it, loss=0.715, pair=0.009, adv=3.579, sprd=0.020]
Ep 021/60 [S2:+mat]:  69%|██ | 230/333 [04:49<02:09,  1.25s/it, loss=0.732, pair=0.009, adv=3.534, sprd=0.025]
Ep 021/60 [S2:+mat]:  69%|██ | 231/333 [04:49<02:08,  1.26s/it, loss=0.732, pair=0.009, adv=3.534, sprd=0.025]
Ep 021/60 [S2:+mat]:  69%|██ | 231/333 [04:50<02:08,  1.26s/it, loss=0.716, pair=0.017, adv=3.773, sprd=0.021]
Ep 021/60 [S2:+mat]:  70%|██ | 232/333 [04:50<02:03,  1.23s/it, loss=0.716, pair=0.017, adv=3.773, sprd=0.021]
Ep 021/60 [S2:+mat]:  70%|██ | 232/333 [04:51<02:03,  1.23s/it, loss=0.737, pair=0.013, adv=3.444, sprd=0.026]
Ep 021/60 [S2:+mat]:  70%|██ | 233/333 [04:51<02:08,  1.29s/it, loss=0.737, pair=0.013, adv=3.444, sprd=0.026]
Ep 021/60 [S2:+mat]:  70%|██ | 233/333 [04:52<02:08,  1.29s/it, loss=0.754, pair=0.010, adv=3.647, sprd=0.030]
Ep 021/60 [S2:+mat]:  70%|██ | 234/333 [04:52<02:03,  1.24s/it, loss=0.754, pair=0.010, adv=3.647, sprd=0.030]
Ep 021/60 [S2:+mat]:  70%|██ | 234/333 [04:54<02:03,  1.24s/it, loss=0.729, pair=0.006, adv=3.578, sprd=0.024]
Ep 021/60 [S2:+mat]:  71%|██ | 235/333 [04:54<02:06,  1.29s/it, loss=0.729, pair=0.006, adv=3.578, sprd=0.024]
Ep 021/60 [S2:+mat]:  71%|██ | 235/333 [04:55<02:06,  1.29s/it, loss=0.732, pair=0.032, adv=3.570, sprd=0.021]
Ep 021/60 [S2:+mat]:  71%|██▏| 236/333 [04:55<01:54,  1.18s/it, loss=0.732, pair=0.032, adv=3.570, sprd=0.021]
Ep 021/60 [S2:+mat]:  71%|██▏| 236/333 [04:56<01:54,  1.18s/it, loss=0.819, pair=0.009, adv=3.530, sprd=0.025]
Ep 021/60 [S2:+mat]:  71%|██▏| 237/333 [04:56<01:59,  1.25s/it, loss=0.819, pair=0.009, adv=3.530, sprd=0.025]
Ep 021/60 [S2:+mat]:  71%|██▏| 237/333 [04:57<01:59,  1.25s/it, loss=1.306, pair=1.917, adv=3.284, sprd=0.028]
Ep 021/60 [S2:+mat]:  71%|██▏| 238/333 [04:57<01:56,  1.22s/it, loss=1.306, pair=1.917, adv=3.284, sprd=0.028]
Ep 021/60 [S2:+mat]:  71%|██▏| 238/333 [04:59<01:56,  1.22s/it, loss=0.741, pair=0.001, adv=3.621, sprd=0.027]
Ep 021/60 [S2:+mat]:  72%|██▏| 239/333 [04:59<01:59,  1.27s/it, loss=0.741, pair=0.001, adv=3.621, sprd=0.027]
Ep 021/60 [S2:+mat]:  72%|██▏| 239/333 [05:00<01:59,  1.27s/it, loss=0.738, pair=0.028, adv=3.858, sprd=0.025]
Ep 021/60 [S2:+mat]:  72%|██▏| 240/333 [05:00<01:55,  1.25s/it, loss=0.738, pair=0.028, adv=3.858, sprd=0.025]
Ep 021/60 [S2:+mat]:  72%|██▏| 240/333 [05:01<01:55,  1.25s/it, loss=0.732, pair=0.002, adv=3.600, sprd=0.025]
Ep 021/60 [S2:+mat]:  72%|██▏| 241/333 [05:01<02:01,  1.32s/it, loss=0.732, pair=0.002, adv=3.600, sprd=0.025]
Ep 021/60 [S2:+mat]:  72%|██▏| 241/333 [05:02<02:01,  1.32s/it, loss=0.748, pair=0.007, adv=3.576, sprd=0.031]
Ep 021/60 [S2:+mat]:  73%|██▏| 242/333 [05:02<01:53,  1.25s/it, loss=0.748, pair=0.007, adv=3.576, sprd=0.031]
Ep 021/60 [S2:+mat]:  73%|██▏| 242/333 [05:04<01:53,  1.25s/it, loss=0.732, pair=0.008, adv=3.554, sprd=0.025]
Ep 021/60 [S2:+mat]:  73%|██▏| 243/333 [05:04<01:55,  1.29s/it, loss=0.732, pair=0.008, adv=3.554, sprd=0.025]
Ep 021/60 [S2:+mat]:  73%|██▏| 243/333 [05:05<01:55,  1.29s/it, loss=0.734, pair=0.002, adv=3.775, sprd=0.027]
Ep 021/60 [S2:+mat]:  73%|██▏| 244/333 [05:05<01:51,  1.26s/it, loss=0.734, pair=0.002, adv=3.775, sprd=0.027]
Ep 021/60 [S2:+mat]:  73%|██▏| 244/333 [05:06<01:51,  1.26s/it, loss=0.705, pair=0.011, adv=3.697, sprd=0.019]
Ep 021/60 [S2:+mat]:  74%|██▏| 245/333 [05:06<01:53,  1.28s/it, loss=0.705, pair=0.011, adv=3.697, sprd=0.019]
Ep 021/60 [S2:+mat]:  74%|██▏| 245/333 [05:07<01:53,  1.28s/it, loss=0.719, pair=0.006, adv=3.729, sprd=0.021]
Ep 021/60 [S2:+mat]:  74%|██▏| 246/333 [05:07<01:47,  1.24s/it, loss=0.719, pair=0.006, adv=3.729, sprd=0.021]
Ep 021/60 [S2:+mat]:  74%|██▏| 246/333 [05:09<01:47,  1.24s/it, loss=0.736, pair=0.018, adv=3.689, sprd=0.022]
Ep 021/60 [S2:+mat]:  74%|██▏| 247/333 [05:09<01:53,  1.32s/it, loss=0.736, pair=0.018, adv=3.689, sprd=0.022]
Ep 021/60 [S2:+mat]:  74%|██▏| 247/333 [05:10<01:53,  1.32s/it, loss=0.752, pair=0.048, adv=3.324, sprd=0.027]
Ep 021/60 [S2:+mat]:  74%|██▏| 248/333 [05:10<01:48,  1.27s/it, loss=0.752, pair=0.048, adv=3.324, sprd=0.027]
Ep 021/60 [S2:+mat]:  74%|██▏| 248/333 [05:11<01:48,  1.27s/it, loss=0.713, pair=0.010, adv=3.470, sprd=0.021]
Ep 021/60 [S2:+mat]:  75%|██▏| 249/333 [05:11<01:49,  1.31s/it, loss=0.713, pair=0.010, adv=3.470, sprd=0.021]
Ep 021/60 [S2:+mat]:  75%|██▏| 249/333 [05:13<01:49,  1.31s/it, loss=0.698, pair=0.006, adv=3.247, sprd=0.023]
Ep 021/60 [S2:+mat]:  75%|██▎| 250/333 [05:13<01:44,  1.26s/it, loss=0.698, pair=0.006, adv=3.247, sprd=0.023]
Ep 021/60 [S2:+mat]:  75%|██▎| 250/333 [05:14<01:44,  1.26s/it, loss=0.712, pair=0.007, adv=3.735, sprd=0.020]
Ep 021/60 [S2:+mat]:  75%|██▎| 251/333 [05:14<01:41,  1.24s/it, loss=0.712, pair=0.007, adv=3.735, sprd=0.020]
Ep 021/60 [S2:+mat]:  75%|██▎| 251/333 [05:15<01:41,  1.24s/it, loss=0.710, pair=0.011, adv=3.793, sprd=0.021]
Ep 021/60 [S2:+mat]:  76%|██▎| 252/333 [05:15<01:32,  1.14s/it, loss=0.710, pair=0.011, adv=3.793, sprd=0.021]
Ep 021/60 [S2:+mat]:  76%|██▎| 252/333 [05:16<01:32,  1.14s/it, loss=0.748, pair=0.008, adv=3.545, sprd=0.023]
Ep 021/60 [S2:+mat]:  76%|██▎| 253/333 [05:16<01:41,  1.27s/it, loss=0.748, pair=0.008, adv=3.545, sprd=0.023]
Ep 021/60 [S2:+mat]:  76%|██▎| 253/333 [05:17<01:41,  1.27s/it, loss=0.724, pair=0.026, adv=3.954, sprd=0.021]
Ep 021/60 [S2:+mat]:  76%|██▎| 254/333 [05:17<01:37,  1.23s/it, loss=0.724, pair=0.026, adv=3.954, sprd=0.021]
Ep 021/60 [S2:+mat]:  76%|██▎| 254/333 [05:19<01:37,  1.23s/it, loss=1.423, pair=2.271, adv=3.955, sprd=0.022]
Ep 021/60 [S2:+mat]:  77%|██▎| 255/333 [05:19<01:40,  1.29s/it, loss=1.423, pair=2.271, adv=3.955, sprd=0.022]
Ep 021/60 [S2:+mat]:  77%|██▎| 255/333 [05:20<01:40,  1.29s/it, loss=0.715, pair=0.022, adv=3.471, sprd=0.022]
Ep 021/60 [S2:+mat]:  77%|██▎| 256/333 [05:20<01:36,  1.25s/it, loss=0.715, pair=0.022, adv=3.471, sprd=0.022]
Ep 021/60 [S2:+mat]:  77%|██▎| 256/333 [05:21<01:36,  1.25s/it, loss=0.802, pair=0.008, adv=3.590, sprd=0.019]
Ep 021/60 [S2:+mat]:  77%|██▎| 257/333 [05:21<01:37,  1.28s/it, loss=0.802, pair=0.008, adv=3.590, sprd=0.019]
Ep 021/60 [S2:+mat]:  77%|██▎| 257/333 [05:23<01:37,  1.28s/it, loss=0.712, pair=0.004, adv=3.699, sprd=0.018]
Ep 021/60 [S2:+mat]:  77%|██▎| 258/333 [05:23<01:33,  1.24s/it, loss=0.712, pair=0.004, adv=3.699, sprd=0.018]
Ep 021/60 [S2:+mat]:  77%|██▎| 258/333 [05:24<01:33,  1.24s/it, loss=0.724, pair=0.013, adv=3.930, sprd=0.018]
Ep 021/60 [S2:+mat]:  78%|██▎| 259/333 [05:24<01:36,  1.30s/it, loss=0.724, pair=0.013, adv=3.930, sprd=0.018]
Ep 021/60 [S2:+mat]:  78%|██▎| 259/333 [05:25<01:36,  1.30s/it, loss=0.712, pair=0.026, adv=3.590, sprd=0.018]
Ep 021/60 [S2:+mat]:  78%|██▎| 260/333 [05:25<01:31,  1.25s/it, loss=0.712, pair=0.026, adv=3.590, sprd=0.018]
Ep 021/60 [S2:+mat]:  78%|██▎| 260/333 [05:26<01:31,  1.25s/it, loss=0.738, pair=0.021, adv=3.499, sprd=0.020]
Ep 021/60 [S2:+mat]:  78%|██▎| 261/333 [05:26<01:32,  1.29s/it, loss=0.738, pair=0.021, adv=3.499, sprd=0.020]
Ep 021/60 [S2:+mat]:  78%|██▎| 261/333 [05:28<01:32,  1.29s/it, loss=0.741, pair=0.025, adv=3.708, sprd=0.024]
Ep 021/60 [S2:+mat]:  79%|██▎| 262/333 [05:28<01:29,  1.26s/it, loss=0.741, pair=0.025, adv=3.708, sprd=0.024]
Ep 021/60 [S2:+mat]:  79%|██▎| 262/333 [05:29<01:29,  1.26s/it, loss=0.712, pair=0.030, adv=3.703, sprd=0.019]
Ep 021/60 [S2:+mat]:  79%|██▎| 263/333 [05:29<01:30,  1.29s/it, loss=0.712, pair=0.030, adv=3.703, sprd=0.019]
Ep 021/60 [S2:+mat]:  79%|██▎| 263/333 [05:30<01:30,  1.29s/it, loss=0.722, pair=0.010, adv=3.482, sprd=0.025]
Ep 021/60 [S2:+mat]:  79%|██▍| 264/333 [05:30<01:26,  1.25s/it, loss=0.722, pair=0.010, adv=3.482, sprd=0.025]
Ep 021/60 [S2:+mat]:  79%|██▍| 264/333 [05:32<01:26,  1.25s/it, loss=0.724, pair=0.010, adv=3.224, sprd=0.025]
Ep 021/60 [S2:+mat]:  80%|██▍| 265/333 [05:32<01:27,  1.29s/it, loss=0.724, pair=0.010, adv=3.224, sprd=0.025]
Ep 021/60 [S2:+mat]:  80%|██▍| 265/333 [05:33<01:27,  1.29s/it, loss=0.736, pair=0.011, adv=3.549, sprd=0.025]
Ep 021/60 [S2:+mat]:  80%|██▍| 266/333 [05:33<01:23,  1.25s/it, loss=0.736, pair=0.011, adv=3.549, sprd=0.025]
Ep 021/60 [S2:+mat]:  80%|██▍| 266/333 [05:34<01:23,  1.25s/it, loss=0.734, pair=0.013, adv=3.604, sprd=0.024]
Ep 021/60 [S2:+mat]:  80%|██▍| 267/333 [05:34<01:25,  1.30s/it, loss=0.734, pair=0.013, adv=3.604, sprd=0.024]
Ep 021/60 [S2:+mat]:  80%|██▍| 267/333 [05:35<01:25,  1.30s/it, loss=0.747, pair=0.037, adv=3.479, sprd=0.024]
Ep 021/60 [S2:+mat]:  80%|██▍| 268/333 [05:35<01:15,  1.16s/it, loss=0.747, pair=0.037, adv=3.479, sprd=0.024]
Ep 021/60 [S2:+mat]:  80%|██▍| 268/333 [05:36<01:15,  1.16s/it, loss=0.795, pair=0.028, adv=3.475, sprd=0.018]
Ep 021/60 [S2:+mat]:  81%|██▍| 269/333 [05:36<01:17,  1.22s/it, loss=0.795, pair=0.028, adv=3.475, sprd=0.018]
Ep 021/60 [S2:+mat]:  81%|██▍| 269/333 [05:38<01:17,  1.22s/it, loss=0.743, pair=0.030, adv=3.495, sprd=0.027]
Ep 021/60 [S2:+mat]:  81%|██▍| 270/333 [05:38<01:15,  1.21s/it, loss=0.743, pair=0.030, adv=3.495, sprd=0.027]
Ep 021/60 [S2:+mat]:  81%|██▍| 270/333 [05:39<01:15,  1.21s/it, loss=0.764, pair=0.027, adv=3.942, sprd=0.032]
Ep 021/60 [S2:+mat]:  81%|██▍| 271/333 [05:39<01:17,  1.25s/it, loss=0.764, pair=0.027, adv=3.942, sprd=0.032]
Ep 021/60 [S2:+mat]:  81%|██▍| 271/333 [05:40<01:17,  1.25s/it, loss=0.708, pair=0.010, adv=3.291, sprd=0.020]
Ep 021/60 [S2:+mat]:  82%|██▍| 272/333 [05:40<01:12,  1.19s/it, loss=0.708, pair=0.010, adv=3.291, sprd=0.020]
Ep 021/60 [S2:+mat]:  82%|██▍| 272/333 [05:41<01:12,  1.19s/it, loss=0.728, pair=0.020, adv=3.800, sprd=0.020]
Ep 021/60 [S2:+mat]:  82%|██▍| 273/333 [05:41<01:15,  1.25s/it, loss=0.728, pair=0.020, adv=3.800, sprd=0.020]
Ep 021/60 [S2:+mat]:  82%|██▍| 273/333 [05:43<01:15,  1.25s/it, loss=0.733, pair=0.010, adv=3.961, sprd=0.026]
Ep 021/60 [S2:+mat]:  82%|██▍| 274/333 [05:43<01:13,  1.24s/it, loss=0.733, pair=0.010, adv=3.961, sprd=0.026]
Ep 021/60 [S2:+mat]:  82%|██▍| 274/333 [05:44<01:13,  1.24s/it, loss=0.737, pair=0.032, adv=3.632, sprd=0.024]
Ep 021/60 [S2:+mat]:  83%|██▍| 275/333 [05:44<01:15,  1.30s/it, loss=0.737, pair=0.032, adv=3.632, sprd=0.024]
Ep 021/60 [S2:+mat]:  83%|██▍| 275/333 [05:45<01:15,  1.30s/it, loss=0.752, pair=0.028, adv=3.614, sprd=0.027]
Ep 021/60 [S2:+mat]:  83%|██▍| 276/333 [05:45<01:10,  1.24s/it, loss=0.752, pair=0.028, adv=3.614, sprd=0.027]
Ep 021/60 [S2:+mat]:  83%|██▍| 276/333 [05:46<01:10,  1.24s/it, loss=0.713, pair=0.025, adv=3.553, sprd=0.017]
Ep 021/60 [S2:+mat]:  83%|██▍| 277/333 [05:46<01:11,  1.28s/it, loss=0.713, pair=0.025, adv=3.553, sprd=0.017]
Ep 021/60 [S2:+mat]:  83%|██▍| 277/333 [05:48<01:11,  1.28s/it, loss=0.720, pair=0.018, adv=3.186, sprd=0.025]
Ep 021/60 [S2:+mat]:  83%|██▌| 278/333 [05:48<01:07,  1.23s/it, loss=0.720, pair=0.018, adv=3.186, sprd=0.025]
Ep 021/60 [S2:+mat]:  83%|██▌| 278/333 [05:49<01:07,  1.23s/it, loss=0.721, pair=0.033, adv=3.372, sprd=0.021]
Ep 021/60 [S2:+mat]:  84%|██▌| 279/333 [05:49<01:08,  1.26s/it, loss=0.721, pair=0.033, adv=3.372, sprd=0.021]
Ep 021/60 [S2:+mat]:  84%|██▌| 279/333 [05:50<01:08,  1.26s/it, loss=0.729, pair=0.057, adv=3.793, sprd=0.020]
Ep 021/60 [S2:+mat]:  84%|██▌| 280/333 [05:50<01:04,  1.22s/it, loss=0.729, pair=0.057, adv=3.793, sprd=0.020]
Ep 021/60 [S2:+mat]:  84%|██▌| 280/333 [05:51<01:04,  1.22s/it, loss=0.745, pair=0.059, adv=3.542, sprd=0.018]
Ep 021/60 [S2:+mat]:  84%|██▌| 281/333 [05:51<01:05,  1.25s/it, loss=0.745, pair=0.059, adv=3.542, sprd=0.018]
Ep 021/60 [S2:+mat]:  84%|██▌| 281/333 [05:52<01:05,  1.25s/it, loss=0.709, pair=0.023, adv=3.741, sprd=0.019]
Ep 021/60 [S2:+mat]:  85%|██▌| 282/333 [05:52<01:01,  1.21s/it, loss=0.709, pair=0.023, adv=3.741, sprd=0.019]
Ep 021/60 [S2:+mat]:  85%|██▌| 282/333 [05:54<01:01,  1.21s/it, loss=0.766, pair=0.014, adv=3.633, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 283/333 [05:54<01:04,  1.29s/it, loss=0.766, pair=0.014, adv=3.633, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 283/333 [05:55<01:04,  1.29s/it, loss=0.725, pair=0.030, adv=3.989, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 284/333 [05:55<00:59,  1.22s/it, loss=0.725, pair=0.030, adv=3.989, sprd=0.021]
Ep 021/60 [S2:+mat]:  85%|██▌| 284/333 [05:56<00:59,  1.22s/it, loss=0.762, pair=0.032, adv=3.723, sprd=0.030]
Ep 021/60 [S2:+mat]:  86%|██▌| 285/333 [05:56<01:00,  1.26s/it, loss=0.762, pair=0.032, adv=3.723, sprd=0.030]
Ep 021/60 [S2:+mat]:  86%|██▌| 285/333 [05:57<01:00,  1.26s/it, loss=0.711, pair=0.010, adv=3.906, sprd=0.020]
Ep 021/60 [S2:+mat]:  86%|██▌| 286/333 [05:57<00:57,  1.23s/it, loss=0.711, pair=0.010, adv=3.906, sprd=0.020]
Ep 021/60 [S2:+mat]:  86%|██▌| 286/333 [05:59<00:57,  1.23s/it, loss=0.726, pair=0.012, adv=3.733, sprd=0.023]
Ep 021/60 [S2:+mat]:  86%|██▌| 287/333 [05:59<00:58,  1.27s/it, loss=0.726, pair=0.012, adv=3.733, sprd=0.023]
Ep 021/60 [S2:+mat]:  86%|██▌| 287/333 [06:00<00:58,  1.27s/it, loss=0.727, pair=0.027, adv=3.666, sprd=0.023]
Ep 021/60 [S2:+mat]:  86%|██▌| 288/333 [06:00<00:55,  1.24s/it, loss=0.727, pair=0.027, adv=3.666, sprd=0.023]
Ep 021/60 [S2:+mat]:  86%|██▌| 288/333 [06:01<00:55,  1.24s/it, loss=0.736, pair=0.011, adv=3.559, sprd=0.024]
Ep 021/60 [S2:+mat]:  87%|██▌| 289/333 [06:01<00:56,  1.27s/it, loss=0.736, pair=0.011, adv=3.559, sprd=0.024]
Ep 021/60 [S2:+mat]:  87%|██▌| 289/333 [06:03<00:56,  1.27s/it, loss=0.732, pair=0.017, adv=3.808, sprd=0.023]
Ep 021/60 [S2:+mat]:  87%|██▌| 290/333 [06:03<00:53,  1.24s/it, loss=0.732, pair=0.017, adv=3.808, sprd=0.023]
Ep 021/60 [S2:+mat]:  87%|██▌| 290/333 [06:04<00:53,  1.24s/it, loss=0.815, pair=0.006, adv=3.683, sprd=0.026]
Ep 021/60 [S2:+mat]:  87%|██▌| 291/333 [06:04<00:54,  1.29s/it, loss=0.815, pair=0.006, adv=3.683, sprd=0.026]
Ep 021/60 [S2:+mat]:  87%|██▌| 291/333 [06:05<00:54,  1.29s/it, loss=0.731, pair=0.043, adv=3.350, sprd=0.022]
Ep 021/60 [S2:+mat]:  88%|██▋| 292/333 [06:05<00:50,  1.24s/it, loss=0.731, pair=0.043, adv=3.350, sprd=0.022]
Ep 021/60 [S2:+mat]:  88%|██▋| 292/333 [06:06<00:50,  1.24s/it, loss=0.720, pair=0.033, adv=3.630, sprd=0.021]
Ep 021/60 [S2:+mat]:  88%|██▋| 293/333 [06:06<00:51,  1.28s/it, loss=0.720, pair=0.033, adv=3.630, sprd=0.021]
Ep 021/60 [S2:+mat]:  88%|██▋| 293/333 [06:08<00:51,  1.28s/it, loss=0.712, pair=0.018, adv=3.632, sprd=0.019]
Ep 021/60 [S2:+mat]:  88%|██▋| 294/333 [06:08<00:47,  1.23s/it, loss=0.712, pair=0.018, adv=3.632, sprd=0.019]
Ep 021/60 [S2:+mat]:  88%|██▋| 294/333 [06:09<00:47,  1.23s/it, loss=0.746, pair=0.025, adv=3.567, sprd=0.024]
Ep 021/60 [S2:+mat]:  89%|██▋| 295/333 [06:09<00:47,  1.26s/it, loss=0.746, pair=0.025, adv=3.567, sprd=0.024]
Ep 021/60 [S2:+mat]:  89%|██▋| 295/333 [06:10<00:47,  1.26s/it, loss=0.748, pair=0.017, adv=3.523, sprd=0.026]
Ep 021/60 [S2:+mat]:  89%|██▋| 296/333 [06:10<00:45,  1.23s/it, loss=0.748, pair=0.017, adv=3.523, sprd=0.026]
Ep 021/60 [S2:+mat]:  89%|██▋| 296/333 [06:12<00:45,  1.23s/it, loss=0.716, pair=0.037, adv=3.693, sprd=0.020]
Ep 021/60 [S2:+mat]:  89%|██▋| 297/333 [06:12<00:46,  1.30s/it, loss=0.716, pair=0.037, adv=3.693, sprd=0.020]
Ep 021/60 [S2:+mat]:  89%|██▋| 297/333 [06:13<00:46,  1.30s/it, loss=0.735, pair=0.041, adv=3.842, sprd=0.024]
Ep 021/60 [S2:+mat]:  89%|██▋| 298/333 [06:13<00:43,  1.25s/it, loss=0.735, pair=0.041, adv=3.842, sprd=0.024]
Ep 021/60 [S2:+mat]:  89%|██▋| 298/333 [06:14<00:43,  1.25s/it, loss=0.740, pair=0.038, adv=3.884, sprd=0.025]
Ep 021/60 [S2:+mat]:  90%|██▋| 299/333 [06:14<00:44,  1.32s/it, loss=0.740, pair=0.038, adv=3.884, sprd=0.025]
Ep 021/60 [S2:+mat]:  90%|██▋| 299/333 [06:15<00:44,  1.32s/it, loss=0.715, pair=0.017, adv=3.518, sprd=0.020]
Ep 021/60 [S2:+mat]:  90%|██▋| 300/333 [06:15<00:39,  1.21s/it, loss=0.715, pair=0.017, adv=3.518, sprd=0.020]
Ep 021/60 [S2:+mat]:  90%|██▋| 300/333 [06:16<00:39,  1.21s/it, loss=0.719, pair=0.011, adv=3.629, sprd=0.021]
Ep 021/60 [S2:+mat]:  90%|██▋| 301/333 [06:16<00:39,  1.25s/it, loss=0.719, pair=0.011, adv=3.629, sprd=0.021]
Ep 021/60 [S2:+mat]:  90%|██▋| 301/333 [06:18<00:39,  1.25s/it, loss=0.720, pair=0.010, adv=3.757, sprd=0.023]
Ep 021/60 [S2:+mat]:  91%|██▋| 302/333 [06:18<00:37,  1.22s/it, loss=0.720, pair=0.010, adv=3.757, sprd=0.023]
Ep 021/60 [S2:+mat]:  91%|██▋| 302/333 [06:19<00:37,  1.22s/it, loss=0.707, pair=0.009, adv=3.590, sprd=0.017]
Ep 021/60 [S2:+mat]:  91%|██▋| 303/333 [06:19<00:35,  1.19s/it, loss=0.707, pair=0.009, adv=3.590, sprd=0.017]
Ep 021/60 [S2:+mat]:  91%|██▋| 303/333 [06:20<00:35,  1.19s/it, loss=0.710, pair=0.024, adv=3.541, sprd=0.020]
Ep 021/60 [S2:+mat]:  91%|██▋| 304/333 [06:20<00:33,  1.16s/it, loss=0.710, pair=0.024, adv=3.541, sprd=0.020]
Ep 021/60 [S2:+mat]:  91%|██▋| 304/333 [06:21<00:33,  1.16s/it, loss=0.720, pair=0.025, adv=3.212, sprd=0.024]
Ep 021/60 [S2:+mat]:  92%|██▋| 305/333 [06:21<00:34,  1.23s/it, loss=0.720, pair=0.025, adv=3.212, sprd=0.024]
Ep 021/60 [S2:+mat]:  92%|██▋| 305/333 [06:22<00:34,  1.23s/it, loss=0.696, pair=0.021, adv=3.217, sprd=0.018]
Ep 021/60 [S2:+mat]:  92%|██▊| 306/333 [06:22<00:31,  1.18s/it, loss=0.696, pair=0.021, adv=3.217, sprd=0.018]
Ep 021/60 [S2:+mat]:  92%|██▊| 306/333 [06:24<00:31,  1.18s/it, loss=0.734, pair=0.019, adv=3.743, sprd=0.023]
Ep 021/60 [S2:+mat]:  92%|██▊| 307/333 [06:24<00:33,  1.27s/it, loss=0.734, pair=0.019, adv=3.743, sprd=0.023]
Ep 021/60 [S2:+mat]:  92%|██▊| 307/333 [06:25<00:33,  1.27s/it, loss=0.694, pair=0.008, adv=3.276, sprd=0.017]
Ep 021/60 [S2:+mat]:  92%|██▊| 308/333 [06:25<00:29,  1.20s/it, loss=0.694, pair=0.008, adv=3.276, sprd=0.017]
Ep 021/60 [S2:+mat]:  92%|██▊| 308/333 [06:26<00:29,  1.20s/it, loss=0.728, pair=0.031, adv=3.644, sprd=0.023]
Ep 021/60 [S2:+mat]:  93%|██▊| 309/333 [06:26<00:30,  1.27s/it, loss=0.728, pair=0.031, adv=3.644, sprd=0.023]
Ep 021/60 [S2:+mat]:  93%|██▊| 309/333 [06:27<00:30,  1.27s/it, loss=0.691, pair=0.047, adv=3.187, sprd=0.017]
Ep 021/60 [S2:+mat]:  93%|██▊| 310/333 [06:27<00:27,  1.21s/it, loss=0.691, pair=0.047, adv=3.187, sprd=0.017]
Ep 021/60 [S2:+mat]:  93%|██▊| 310/333 [06:29<00:27,  1.21s/it, loss=0.727, pair=0.034, adv=3.985, sprd=0.020]
Ep 021/60 [S2:+mat]:  93%|██▊| 311/333 [06:29<00:27,  1.26s/it, loss=0.727, pair=0.034, adv=3.985, sprd=0.020]
Ep 021/60 [S2:+mat]:  93%|██▊| 311/333 [06:30<00:27,  1.26s/it, loss=0.761, pair=0.024, adv=3.814, sprd=0.031]
Ep 021/60 [S2:+mat]:  94%|██▊| 312/333 [06:30<00:26,  1.24s/it, loss=0.761, pair=0.024, adv=3.814, sprd=0.031]
Ep 021/60 [S2:+mat]:  94%|██▊| 312/333 [06:31<00:26,  1.24s/it, loss=0.811, pair=0.019, adv=3.847, sprd=0.024]
Ep 021/60 [S2:+mat]:  94%|██▊| 313/333 [06:31<00:25,  1.30s/it, loss=0.811, pair=0.019, adv=3.847, sprd=0.024]
Ep 021/60 [S2:+mat]:  94%|██▊| 313/333 [06:32<00:25,  1.30s/it, loss=0.721, pair=0.015, adv=3.793, sprd=0.022]
Ep 021/60 [S2:+mat]:  94%|██▊| 314/333 [06:32<00:23,  1.25s/it, loss=0.721, pair=0.015, adv=3.793, sprd=0.022]
Ep 021/60 [S2:+mat]:  94%|██▊| 314/333 [06:34<00:23,  1.25s/it, loss=0.753, pair=0.049, adv=3.534, sprd=0.028]
Ep 021/60 [S2:+mat]:  95%|██▊| 315/333 [06:34<00:24,  1.34s/it, loss=0.753, pair=0.049, adv=3.534, sprd=0.028]
Ep 021/60 [S2:+mat]:  95%|██▊| 315/333 [06:35<00:24,  1.34s/it, loss=0.736, pair=0.022, adv=4.256, sprd=0.024]
Ep 021/60 [S2:+mat]:  95%|██▊| 316/333 [06:35<00:21,  1.28s/it, loss=0.736, pair=0.022, adv=4.256, sprd=0.024]
Ep 021/60 [S2:+mat]:  95%|██▊| 316/333 [06:36<00:21,  1.28s/it, loss=0.738, pair=0.024, adv=3.787, sprd=0.024]
Ep 021/60 [S2:+mat]:  95%|██▊| 317/333 [06:36<00:19,  1.21s/it, loss=0.738, pair=0.024, adv=3.787, sprd=0.024]
Ep 021/60 [S2:+mat]:  95%|██▊| 317/333 [06:37<00:19,  1.21s/it, loss=0.750, pair=0.029, adv=3.445, sprd=0.027]
Ep 021/60 [S2:+mat]:  95%|██▊| 318/333 [06:37<00:17,  1.16s/it, loss=0.750, pair=0.029, adv=3.445, sprd=0.027]
Ep 021/60 [S2:+mat]:  95%|██▊| 318/333 [06:39<00:17,  1.16s/it, loss=0.734, pair=0.009, adv=3.693, sprd=0.026]
Ep 021/60 [S2:+mat]:  96%|██▊| 319/333 [06:39<00:17,  1.27s/it, loss=0.734, pair=0.009, adv=3.693, sprd=0.026]
Ep 021/60 [S2:+mat]:  96%|██▊| 319/333 [06:40<00:17,  1.27s/it, loss=0.736, pair=0.020, adv=3.669, sprd=0.026]
Ep 021/60 [S2:+mat]:  96%|██▉| 320/333 [06:40<00:16,  1.26s/it, loss=0.736, pair=0.020, adv=3.669, sprd=0.026]
Ep 021/60 [S2:+mat]:  96%|██▉| 320/333 [06:41<00:16,  1.26s/it, loss=0.761, pair=0.019, adv=3.535, sprd=0.032]
Ep 021/60 [S2:+mat]:  96%|██▉| 321/333 [06:41<00:15,  1.29s/it, loss=0.761, pair=0.019, adv=3.535, sprd=0.032]
Ep 021/60 [S2:+mat]:  96%|██▉| 321/333 [06:43<00:15,  1.29s/it, loss=0.723, pair=0.034, adv=4.029, sprd=0.019]
Ep 021/60 [S2:+mat]:  97%|██▉| 322/333 [06:43<00:13,  1.26s/it, loss=0.723, pair=0.034, adv=4.029, sprd=0.019]
Ep 021/60 [S2:+mat]:  97%|██▉| 322/333 [06:44<00:13,  1.26s/it, loss=0.734, pair=0.035, adv=3.479, sprd=0.026]
Ep 021/60 [S2:+mat]:  97%|██▉| 323/333 [06:44<00:13,  1.34s/it, loss=0.734, pair=0.035, adv=3.479, sprd=0.026]
Ep 021/60 [S2:+mat]:  97%|██▉| 323/333 [06:45<00:13,  1.34s/it, loss=0.740, pair=0.032, adv=3.141, sprd=0.027]
Ep 021/60 [S2:+mat]:  97%|██▉| 324/333 [06:45<00:10,  1.22s/it, loss=0.740, pair=0.032, adv=3.141, sprd=0.027]
Ep 021/60 [S2:+mat]:  97%|██▉| 324/333 [06:47<00:10,  1.22s/it, loss=0.730, pair=0.025, adv=3.510, sprd=0.024]
Ep 021/60 [S2:+mat]:  98%|██▉| 325/333 [06:47<00:10,  1.32s/it, loss=0.730, pair=0.025, adv=3.510, sprd=0.024]
Ep 021/60 [S2:+mat]:  98%|██▉| 325/333 [06:48<00:10,  1.32s/it, loss=0.717, pair=0.028, adv=3.278, sprd=0.023]
Ep 021/60 [S2:+mat]:  98%|██▉| 326/333 [06:48<00:09,  1.30s/it, loss=0.717, pair=0.028, adv=3.278, sprd=0.023]
Ep 021/60 [S2:+mat]:  98%|██▉| 326/333 [06:49<00:09,  1.30s/it, loss=0.770, pair=0.023, adv=3.749, sprd=0.021]
Ep 021/60 [S2:+mat]:  98%|██▉| 327/333 [06:49<00:08,  1.38s/it, loss=0.770, pair=0.023, adv=3.749, sprd=0.021]
Ep 021/60 [S2:+mat]:  98%|██▉| 327/333 [06:51<00:08,  1.38s/it, loss=0.719, pair=0.037, adv=3.292, sprd=0.020]
Ep 021/60 [S2:+mat]:  98%|██▉| 328/333 [06:51<00:06,  1.34s/it, loss=0.719, pair=0.037, adv=3.292, sprd=0.020]
Ep 021/60 [S2:+mat]:  98%|██▉| 328/333 [06:52<00:06,  1.34s/it, loss=0.736, pair=0.024, adv=3.578, sprd=0.028]
Ep 021/60 [S2:+mat]:  99%|██▉| 329/333 [06:52<00:05,  1.42s/it, loss=0.736, pair=0.024, adv=3.578, sprd=0.028]
Ep 021/60 [S2:+mat]:  99%|██▉| 329/333 [06:54<00:05,  1.42s/it, loss=0.749, pair=0.017, adv=3.821, sprd=0.028]
Ep 021/60 [S2:+mat]:  99%|██▉| 330/333 [06:54<00:04,  1.40s/it, loss=0.749, pair=0.017, adv=3.821, sprd=0.028]
Ep 021/60 [S2:+mat]:  99%|██▉| 330/333 [06:55<00:04,  1.40s/it, loss=0.732, pair=0.065, adv=3.569, sprd=0.021]
Ep 021/60 [S2:+mat]:  99%|██▉| 331/333 [06:55<00:02,  1.39s/it, loss=0.732, pair=0.065, adv=3.569, sprd=0.021]
Ep 021/60 [S2:+mat]:  99%|██▉| 331/333 [06:56<00:02,  1.39s/it, loss=0.723, pair=0.025, adv=3.464, sprd=0.023]
Ep 021/60 [S2:+mat]: 100%|██▉| 332/333 [06:56<00:01,  1.36s/it, loss=0.723, pair=0.025, adv=3.464, sprd=0.023]
Ep 021/60 [S2:+mat]: 100%|██▉| 332/333 [06:58<00:01,  1.36s/it, loss=0.727, pair=0.059, adv=3.500, sprd=0.015]
Ep 021/60 [S2:+mat]: 100%|███| 333/333 [06:58<00:00,  1.40s/it, loss=0.727, pair=0.059, adv=3.500, sprd=0.015]
                                                                                                              
Epoch 021/60 [S2:+mat]  loss=0.7443  mat=0.3221  sens=1.0477  pair=0.0463  adv=3.5362(rand=3.37)  deg=0.0099  orth=0.0105  spread=0.0240  q_mean=50.8  q_std=15.7  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.63e-05  418s

Ep 022/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 022/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.741, pair=0.036, adv=3.966, sprd=0.025]
Ep 022/60 [S2:+mat]:   0%|     | 1/333 [00:01<11:02,  2.00s/it, loss=0.741, pair=0.036, adv=3.966, sprd=0.025]
Ep 022/60 [S2:+mat]:   0%|     | 1/333 [00:03<11:02,  2.00s/it, loss=0.719, pair=0.041, adv=3.671, sprd=0.017]
Ep 022/60 [S2:+mat]:   1%|     | 2/333 [00:03<08:28,  1.54s/it, loss=0.719, pair=0.041, adv=3.671, sprd=0.017]
Ep 022/60 [S2:+mat]:   1%|     | 2/333 [00:04<08:28,  1.54s/it, loss=0.832, pair=0.031, adv=3.291, sprd=0.030]
Ep 022/60 [S2:+mat]:   1%|     | 3/333 [00:04<08:37,  1.57s/it, loss=0.832, pair=0.031, adv=3.291, sprd=0.030]
Ep 022/60 [S2:+mat]:   1%|     | 3/333 [00:06<08:37,  1.57s/it, loss=0.724, pair=0.019, adv=3.879, sprd=0.021]
Ep 022/60 [S2:+mat]:   1%|     | 4/333 [00:06<08:02,  1.47s/it, loss=0.724, pair=0.019, adv=3.879, sprd=0.021]
Ep 022/60 [S2:+mat]:   1%|     | 4/333 [00:07<08:02,  1.47s/it, loss=0.710, pair=0.041, adv=3.459, sprd=0.017]
Ep 022/60 [S2:+mat]:   2%|     | 5/333 [00:07<08:20,  1.53s/it, loss=0.710, pair=0.041, adv=3.459, sprd=0.017]
Ep 022/60 [S2:+mat]:   2%|     | 5/333 [00:09<08:20,  1.53s/it, loss=0.731, pair=0.034, adv=3.700, sprd=0.024]
Ep 022/60 [S2:+mat]:   2%|     | 6/333 [00:09<07:58,  1.46s/it, loss=0.731, pair=0.034, adv=3.700, sprd=0.024]
Ep 022/60 [S2:+mat]:   2%|     | 6/333 [00:10<07:58,  1.46s/it, loss=0.761, pair=0.049, adv=3.357, sprd=0.029]
Ep 022/60 [S2:+mat]:   2%|     | 7/333 [00:10<08:08,  1.50s/it, loss=0.761, pair=0.049, adv=3.357, sprd=0.029]
Ep 022/60 [S2:+mat]:   2%|     | 7/333 [00:11<08:08,  1.50s/it, loss=0.800, pair=0.073, adv=3.595, sprd=0.031]
Ep 022/60 [S2:+mat]:   2%|     | 8/333 [00:11<07:47,  1.44s/it, loss=0.800, pair=0.073, adv=3.595, sprd=0.031]
Ep 022/60 [S2:+mat]:   2%|     | 8/333 [00:13<07:47,  1.44s/it, loss=0.821, pair=0.048, adv=3.844, sprd=0.023]
Ep 022/60 [S2:+mat]:   3%|▏    | 9/333 [00:13<07:55,  1.47s/it, loss=0.821, pair=0.048, adv=3.844, sprd=0.023]
Ep 022/60 [S2:+mat]:   3%|▏    | 9/333 [00:14<07:55,  1.47s/it, loss=0.728, pair=0.035, adv=3.583, sprd=0.024]
Ep 022/60 [S2:+mat]:   3%|    | 10/333 [00:14<07:38,  1.42s/it, loss=0.728, pair=0.035, adv=3.583, sprd=0.024]
Ep 022/60 [S2:+mat]:   3%|    | 10/333 [00:16<07:38,  1.42s/it, loss=0.706, pair=0.020, adv=3.888, sprd=0.018]
Ep 022/60 [S2:+mat]:   3%|▏   | 11/333 [00:16<07:51,  1.46s/it, loss=0.706, pair=0.020, adv=3.888, sprd=0.018]
Ep 022/60 [S2:+mat]:   3%|▏   | 11/333 [00:17<07:51,  1.46s/it, loss=0.764, pair=0.055, adv=3.706, sprd=0.030]
Ep 022/60 [S2:+mat]:   4%|▏   | 12/333 [00:17<07:43,  1.44s/it, loss=0.764, pair=0.055, adv=3.706, sprd=0.030]
Ep 022/60 [S2:+mat]:   4%|▏   | 12/333 [00:19<07:43,  1.44s/it, loss=0.738, pair=0.037, adv=3.844, sprd=0.023]
Ep 022/60 [S2:+mat]:   4%|▏   | 13/333 [00:19<07:56,  1.49s/it, loss=0.738, pair=0.037, adv=3.844, sprd=0.023]
Ep 022/60 [S2:+mat]:   4%|▏   | 13/333 [00:20<07:56,  1.49s/it, loss=0.739, pair=0.021, adv=3.744, sprd=0.027]
Ep 022/60 [S2:+mat]:   4%|▏   | 14/333 [00:20<07:41,  1.45s/it, loss=0.739, pair=0.021, adv=3.744, sprd=0.027]
Ep 022/60 [S2:+mat]:   4%|▏   | 14/333 [00:22<07:41,  1.45s/it, loss=0.787, pair=0.058, adv=3.510, sprd=0.035]
Ep 022/60 [S2:+mat]:   5%|▏   | 15/333 [00:22<08:01,  1.51s/it, loss=0.787, pair=0.058, adv=3.510, sprd=0.035]
Ep 022/60 [S2:+mat]:   5%|▏   | 15/333 [00:23<08:01,  1.51s/it, loss=0.751, pair=0.060, adv=3.415, sprd=0.026]
Ep 022/60 [S2:+mat]:   5%|▏   | 16/333 [00:23<07:40,  1.45s/it, loss=0.751, pair=0.060, adv=3.415, sprd=0.026]
Ep 022/60 [S2:+mat]:   5%|▏   | 16/333 [00:25<07:40,  1.45s/it, loss=0.742, pair=0.093, adv=3.900, sprd=0.022]
Ep 022/60 [S2:+mat]:   5%|▏   | 17/333 [00:25<07:54,  1.50s/it, loss=0.742, pair=0.093, adv=3.900, sprd=0.022]
Ep 022/60 [S2:+mat]:   5%|▏   | 17/333 [00:26<07:54,  1.50s/it, loss=0.748, pair=0.069, adv=3.866, sprd=0.025]
Ep 022/60 [S2:+mat]:   5%|▏   | 18/333 [00:26<07:40,  1.46s/it, loss=0.748, pair=0.069, adv=3.866, sprd=0.025]
Ep 022/60 [S2:+mat]:   5%|▏   | 18/333 [00:28<07:40,  1.46s/it, loss=0.734, pair=0.045, adv=4.043, sprd=0.023]
Ep 022/60 [S2:+mat]:   6%|▏   | 19/333 [00:28<07:50,  1.50s/it, loss=0.734, pair=0.045, adv=4.043, sprd=0.023]
Ep 022/60 [S2:+mat]:   6%|▏   | 19/333 [00:29<07:50,  1.50s/it, loss=0.791, pair=0.044, adv=3.382, sprd=0.019]
Ep 022/60 [S2:+mat]:   6%|▏   | 20/333 [00:29<07:23,  1.42s/it, loss=0.791, pair=0.044, adv=3.382, sprd=0.019]
Ep 022/60 [S2:+mat]:   6%|▏   | 20/333 [00:31<07:23,  1.42s/it, loss=0.724, pair=0.051, adv=3.737, sprd=0.019]
Ep 022/60 [S2:+mat]:   6%|▎   | 21/333 [00:31<07:33,  1.45s/it, loss=0.724, pair=0.051, adv=3.737, sprd=0.019]
Ep 022/60 [S2:+mat]:   6%|▎   | 21/333 [00:32<07:33,  1.45s/it, loss=0.737, pair=0.059, adv=3.535, sprd=0.024]
Ep 022/60 [S2:+mat]:   7%|▎   | 22/333 [00:32<07:14,  1.40s/it, loss=0.737, pair=0.059, adv=3.535, sprd=0.024]
Ep 022/60 [S2:+mat]:   7%|▎   | 22/333 [00:33<07:14,  1.40s/it, loss=0.699, pair=0.015, adv=3.719, sprd=0.017]
Ep 022/60 [S2:+mat]:   7%|▎   | 23/333 [00:33<07:29,  1.45s/it, loss=0.699, pair=0.015, adv=3.719, sprd=0.017]
Ep 022/60 [S2:+mat]:   7%|▎   | 23/333 [00:35<07:29,  1.45s/it, loss=0.732, pair=0.028, adv=3.692, sprd=0.024]
Ep 022/60 [S2:+mat]:   7%|▎   | 24/333 [00:35<07:16,  1.41s/it, loss=0.732, pair=0.028, adv=3.692, sprd=0.024]
Ep 022/60 [S2:+mat]:   7%|▎   | 24/333 [00:36<07:16,  1.41s/it, loss=0.749, pair=0.082, adv=3.456, sprd=0.024]
Ep 022/60 [S2:+mat]:   8%|▎   | 25/333 [00:36<07:34,  1.47s/it, loss=0.749, pair=0.082, adv=3.456, sprd=0.024]
Ep 022/60 [S2:+mat]:   8%|▎   | 25/333 [00:38<07:34,  1.47s/it, loss=0.699, pair=0.024, adv=3.803, sprd=0.018]
Ep 022/60 [S2:+mat]:   8%|▎   | 26/333 [00:38<07:12,  1.41s/it, loss=0.699, pair=0.024, adv=3.803, sprd=0.018]
Ep 022/60 [S2:+mat]:   8%|▎   | 26/333 [00:39<07:12,  1.41s/it, loss=0.729, pair=0.004, adv=3.413, sprd=0.026]
Ep 022/60 [S2:+mat]:   8%|▎   | 27/333 [00:39<07:26,  1.46s/it, loss=0.729, pair=0.004, adv=3.413, sprd=0.026]
Ep 022/60 [S2:+mat]:   8%|▎   | 27/333 [00:40<07:26,  1.46s/it, loss=0.726, pair=0.014, adv=3.445, sprd=0.022]
Ep 022/60 [S2:+mat]:   8%|▎   | 28/333 [00:40<07:10,  1.41s/it, loss=0.726, pair=0.014, adv=3.445, sprd=0.022]
Ep 022/60 [S2:+mat]:   8%|▎   | 28/333 [00:42<07:10,  1.41s/it, loss=0.738, pair=0.019, adv=3.519, sprd=0.025]
Ep 022/60 [S2:+mat]:   9%|▎   | 29/333 [00:42<07:29,  1.48s/it, loss=0.738, pair=0.019, adv=3.519, sprd=0.025]
Ep 022/60 [S2:+mat]:   9%|▎   | 29/333 [00:43<07:29,  1.48s/it, loss=0.703, pair=0.011, adv=3.742, sprd=0.018]
Ep 022/60 [S2:+mat]:   9%|▎   | 30/333 [00:43<07:07,  1.41s/it, loss=0.703, pair=0.011, adv=3.742, sprd=0.018]
Ep 022/60 [S2:+mat]:   9%|▎   | 30/333 [00:45<07:07,  1.41s/it, loss=0.708, pair=0.015, adv=3.435, sprd=0.019]
Ep 022/60 [S2:+mat]:   9%|▎   | 31/333 [00:45<07:18,  1.45s/it, loss=0.708, pair=0.015, adv=3.435, sprd=0.019]
Ep 022/60 [S2:+mat]:   9%|▎   | 31/333 [00:46<07:18,  1.45s/it, loss=0.713, pair=0.011, adv=3.561, sprd=0.016]
Ep 022/60 [S2:+mat]:  10%|▍   | 32/333 [00:46<06:59,  1.39s/it, loss=0.713, pair=0.011, adv=3.561, sprd=0.016]
Ep 022/60 [S2:+mat]:  10%|▍   | 32/333 [00:48<06:59,  1.39s/it, loss=0.811, pair=0.009, adv=3.540, sprd=0.022]
Ep 022/60 [S2:+mat]:  10%|▍   | 33/333 [00:48<07:16,  1.46s/it, loss=0.811, pair=0.009, adv=3.540, sprd=0.022]
Ep 022/60 [S2:+mat]:  10%|▍   | 33/333 [00:49<07:16,  1.46s/it, loss=0.729, pair=0.001, adv=3.595, sprd=0.019]
Ep 022/60 [S2:+mat]:  10%|▍   | 34/333 [00:49<06:50,  1.37s/it, loss=0.729, pair=0.001, adv=3.595, sprd=0.019]
Ep 022/60 [S2:+mat]:  10%|▍   | 34/333 [00:50<06:50,  1.37s/it, loss=0.709, pair=0.007, adv=3.451, sprd=0.021]
Ep 022/60 [S2:+mat]:  11%|▍   | 35/333 [00:50<07:03,  1.42s/it, loss=0.709, pair=0.007, adv=3.451, sprd=0.021]
Ep 022/60 [S2:+mat]:  11%|▍   | 35/333 [00:52<07:03,  1.42s/it, loss=0.759, pair=0.040, adv=3.400, sprd=0.030]
Ep 022/60 [S2:+mat]:  11%|▍   | 36/333 [00:52<06:55,  1.40s/it, loss=0.759, pair=0.040, adv=3.400, sprd=0.030]
Ep 022/60 [S2:+mat]:  11%|▍   | 36/333 [00:53<06:55,  1.40s/it, loss=0.719, pair=0.006, adv=3.667, sprd=0.021]
Ep 022/60 [S2:+mat]:  11%|▍   | 37/333 [00:53<07:11,  1.46s/it, loss=0.719, pair=0.006, adv=3.667, sprd=0.021]
Ep 022/60 [S2:+mat]:  11%|▍   | 37/333 [00:55<07:11,  1.46s/it, loss=0.716, pair=0.007, adv=3.820, sprd=0.017]
Ep 022/60 [S2:+mat]:  11%|▍   | 38/333 [00:55<06:52,  1.40s/it, loss=0.716, pair=0.007, adv=3.820, sprd=0.017]
Ep 022/60 [S2:+mat]:  11%|▍   | 38/333 [00:56<06:52,  1.40s/it, loss=0.703, pair=0.016, adv=3.245, sprd=0.017]
Ep 022/60 [S2:+mat]:  12%|▍   | 39/333 [00:56<07:00,  1.43s/it, loss=0.703, pair=0.016, adv=3.245, sprd=0.017]
Ep 022/60 [S2:+mat]:  12%|▍   | 39/333 [00:58<07:00,  1.43s/it, loss=0.750, pair=0.012, adv=3.683, sprd=0.029]
Ep 022/60 [S2:+mat]:  12%|▍   | 40/333 [00:58<06:53,  1.41s/it, loss=0.750, pair=0.012, adv=3.683, sprd=0.029]
Ep 022/60 [S2:+mat]:  12%|▍   | 40/333 [00:59<06:53,  1.41s/it, loss=0.750, pair=0.014, adv=3.521, sprd=0.029]
Ep 022/60 [S2:+mat]:  12%|▍   | 41/333 [00:59<07:09,  1.47s/it, loss=0.750, pair=0.014, adv=3.521, sprd=0.029]
Ep 022/60 [S2:+mat]:  12%|▍   | 41/333 [01:01<07:09,  1.47s/it, loss=0.739, pair=0.012, adv=3.575, sprd=0.029]
Ep 022/60 [S2:+mat]:  13%|▌   | 42/333 [01:01<06:58,  1.44s/it, loss=0.739, pair=0.012, adv=3.575, sprd=0.029]
Ep 022/60 [S2:+mat]:  13%|▌   | 42/333 [01:02<06:58,  1.44s/it, loss=0.725, pair=0.017, adv=3.511, sprd=0.021]
Ep 022/60 [S2:+mat]:  13%|▌   | 43/333 [01:02<07:06,  1.47s/it, loss=0.725, pair=0.017, adv=3.511, sprd=0.021]
Ep 022/60 [S2:+mat]:  13%|▌   | 43/333 [01:03<07:06,  1.47s/it, loss=0.723, pair=0.005, adv=3.508, sprd=0.024]
Ep 022/60 [S2:+mat]:  13%|▌   | 44/333 [01:03<06:52,  1.43s/it, loss=0.723, pair=0.005, adv=3.508, sprd=0.024]
Ep 022/60 [S2:+mat]:  13%|▌   | 44/333 [01:05<06:52,  1.43s/it, loss=0.717, pair=0.004, adv=3.512, sprd=0.023]
Ep 022/60 [S2:+mat]:  14%|▌   | 45/333 [01:05<07:01,  1.46s/it, loss=0.717, pair=0.004, adv=3.512, sprd=0.023]
Ep 022/60 [S2:+mat]:  14%|▌   | 45/333 [01:06<07:01,  1.46s/it, loss=0.748, pair=0.007, adv=3.425, sprd=0.030]
Ep 022/60 [S2:+mat]:  14%|▌   | 46/333 [01:06<06:46,  1.42s/it, loss=0.748, pair=0.007, adv=3.425, sprd=0.030]
Ep 022/60 [S2:+mat]:  14%|▌   | 46/333 [01:08<06:46,  1.42s/it, loss=0.811, pair=0.010, adv=3.886, sprd=0.025]
Ep 022/60 [S2:+mat]:  14%|▌   | 47/333 [01:08<07:10,  1.50s/it, loss=0.811, pair=0.010, adv=3.886, sprd=0.025]
Ep 022/60 [S2:+mat]:  14%|▌   | 47/333 [01:09<07:10,  1.50s/it, loss=0.742, pair=0.007, adv=3.865, sprd=0.029]
Ep 022/60 [S2:+mat]:  14%|▌   | 48/333 [01:09<06:56,  1.46s/it, loss=0.742, pair=0.007, adv=3.865, sprd=0.029]
Ep 022/60 [S2:+mat]:  14%|▌   | 48/333 [01:11<06:56,  1.46s/it, loss=0.734, pair=0.012, adv=3.674, sprd=0.025]
Ep 022/60 [S2:+mat]:  15%|▌   | 49/333 [01:11<07:08,  1.51s/it, loss=0.734, pair=0.012, adv=3.674, sprd=0.025]
Ep 022/60 [S2:+mat]:  15%|▌   | 49/333 [01:12<07:08,  1.51s/it, loss=0.772, pair=0.018, adv=3.539, sprd=0.034]
Ep 022/60 [S2:+mat]:  15%|▌   | 50/333 [01:12<06:57,  1.48s/it, loss=0.772, pair=0.018, adv=3.539, sprd=0.034]
Ep 022/60 [S2:+mat]:  15%|▌   | 50/333 [01:14<06:57,  1.48s/it, loss=0.769, pair=0.019, adv=3.804, sprd=0.034]
Ep 022/60 [S2:+mat]:  15%|▌   | 51/333 [01:14<07:13,  1.54s/it, loss=0.769, pair=0.019, adv=3.804, sprd=0.034]
Ep 022/60 [S2:+mat]:  15%|▌   | 51/333 [01:15<07:13,  1.54s/it, loss=0.718, pair=0.007, adv=3.471, sprd=0.022]
Ep 022/60 [S2:+mat]:  16%|▌   | 52/333 [01:15<06:52,  1.47s/it, loss=0.718, pair=0.007, adv=3.471, sprd=0.022]
Ep 022/60 [S2:+mat]:  16%|▌   | 52/333 [01:17<06:52,  1.47s/it, loss=0.743, pair=0.039, adv=3.638, sprd=0.016]
Ep 022/60 [S2:+mat]:  16%|▋   | 53/333 [01:17<07:08,  1.53s/it, loss=0.743, pair=0.039, adv=3.638, sprd=0.016]
Ep 022/60 [S2:+mat]:  16%|▋   | 53/333 [01:18<07:08,  1.53s/it, loss=0.739, pair=0.010, adv=3.834, sprd=0.026]
Ep 022/60 [S2:+mat]:  16%|▋   | 54/333 [01:18<06:51,  1.48s/it, loss=0.739, pair=0.010, adv=3.834, sprd=0.026]
Ep 022/60 [S2:+mat]:  16%|▋   | 54/333 [01:20<06:51,  1.48s/it, loss=0.725, pair=0.047, adv=3.317, sprd=0.022]
Ep 022/60 [S2:+mat]:  17%|▋   | 55/333 [01:20<06:54,  1.49s/it, loss=0.725, pair=0.047, adv=3.317, sprd=0.022]
Ep 022/60 [S2:+mat]:  17%|▋   | 55/333 [01:21<06:54,  1.49s/it, loss=0.749, pair=0.025, adv=3.578, sprd=0.027]
Ep 022/60 [S2:+mat]:  17%|▋   | 56/333 [01:21<06:40,  1.45s/it, loss=0.749, pair=0.025, adv=3.578, sprd=0.027]
Ep 022/60 [S2:+mat]:  17%|▋   | 56/333 [01:23<06:40,  1.45s/it, loss=0.741, pair=0.010, adv=3.409, sprd=0.025]
Ep 022/60 [S2:+mat]:  17%|▋   | 57/333 [01:23<06:55,  1.51s/it, loss=0.741, pair=0.010, adv=3.409, sprd=0.025]
Ep 022/60 [S2:+mat]:  17%|▋   | 57/333 [01:24<06:55,  1.51s/it, loss=0.715, pair=0.013, adv=3.688, sprd=0.021]
Ep 022/60 [S2:+mat]:  17%|▋   | 58/333 [01:24<06:36,  1.44s/it, loss=0.715, pair=0.013, adv=3.688, sprd=0.021]
Ep 022/60 [S2:+mat]:  17%|▋   | 58/333 [01:26<06:36,  1.44s/it, loss=0.761, pair=0.062, adv=3.783, sprd=0.029]
Ep 022/60 [S2:+mat]:  18%|▋   | 59/333 [01:26<06:51,  1.50s/it, loss=0.761, pair=0.062, adv=3.783, sprd=0.029]
Ep 022/60 [S2:+mat]:  18%|▋   | 59/333 [01:27<06:51,  1.50s/it, loss=0.855, pair=0.009, adv=3.273, sprd=0.017]
Ep 022/60 [S2:+mat]:  18%|▋   | 60/333 [01:27<06:29,  1.43s/it, loss=0.855, pair=0.009, adv=3.273, sprd=0.017]
Ep 022/60 [S2:+mat]:  18%|▋   | 60/333 [01:29<06:29,  1.43s/it, loss=0.715, pair=0.017, adv=3.486, sprd=0.020]
Ep 022/60 [S2:+mat]:  18%|▋   | 61/333 [01:29<06:38,  1.46s/it, loss=0.715, pair=0.017, adv=3.486, sprd=0.020]
Ep 022/60 [S2:+mat]:  18%|▋   | 61/333 [01:30<06:38,  1.46s/it, loss=0.739, pair=0.018, adv=3.937, sprd=0.025]
Ep 022/60 [S2:+mat]:  19%|▋   | 62/333 [01:30<06:28,  1.43s/it, loss=0.739, pair=0.018, adv=3.937, sprd=0.025]
Ep 022/60 [S2:+mat]:  19%|▋   | 62/333 [01:32<06:28,  1.43s/it, loss=0.745, pair=0.012, adv=3.678, sprd=0.026]
Ep 022/60 [S2:+mat]:  19%|▊   | 63/333 [01:32<06:45,  1.50s/it, loss=0.745, pair=0.012, adv=3.678, sprd=0.026]
Ep 022/60 [S2:+mat]:  19%|▊   | 63/333 [01:33<06:45,  1.50s/it, loss=0.721, pair=0.004, adv=3.293, sprd=0.027]
Ep 022/60 [S2:+mat]:  19%|▊   | 64/333 [01:33<06:29,  1.45s/it, loss=0.721, pair=0.004, adv=3.293, sprd=0.027]
Ep 022/60 [S2:+mat]:  19%|▊   | 64/333 [01:35<06:29,  1.45s/it, loss=0.715, pair=0.010, adv=3.633, sprd=0.019]
Ep 022/60 [S2:+mat]:  20%|▊   | 65/333 [01:35<06:39,  1.49s/it, loss=0.715, pair=0.010, adv=3.633, sprd=0.019]
Ep 022/60 [S2:+mat]:  20%|▊   | 65/333 [01:36<06:39,  1.49s/it, loss=0.713, pair=0.010, adv=3.649, sprd=0.020]
Ep 022/60 [S2:+mat]:  20%|▊   | 66/333 [01:36<06:22,  1.43s/it, loss=0.713, pair=0.010, adv=3.649, sprd=0.020]
Ep 022/60 [S2:+mat]:  20%|▊   | 66/333 [01:38<06:22,  1.43s/it, loss=0.728, pair=0.011, adv=3.755, sprd=0.022]
Ep 022/60 [S2:+mat]:  20%|▊   | 67/333 [01:38<06:48,  1.54s/it, loss=0.728, pair=0.011, adv=3.755, sprd=0.022]
Ep 022/60 [S2:+mat]:  20%|▊   | 67/333 [01:39<06:48,  1.54s/it, loss=0.720, pair=0.004, adv=3.265, sprd=0.026]
Ep 022/60 [S2:+mat]:  20%|▊   | 68/333 [01:39<06:29,  1.47s/it, loss=0.720, pair=0.004, adv=3.265, sprd=0.026]
Ep 022/60 [S2:+mat]:  20%|▊   | 68/333 [01:40<06:29,  1.47s/it, loss=0.707, pair=0.015, adv=3.388, sprd=0.020]
Ep 022/60 [S2:+mat]:  21%|▊   | 69/333 [01:40<06:35,  1.50s/it, loss=0.707, pair=0.015, adv=3.388, sprd=0.020]
Ep 022/60 [S2:+mat]:  21%|▊   | 69/333 [01:42<06:35,  1.50s/it, loss=0.732, pair=0.010, adv=3.651, sprd=0.025]
Ep 022/60 [S2:+mat]:  21%|▊   | 70/333 [01:42<06:21,  1.45s/it, loss=0.732, pair=0.010, adv=3.651, sprd=0.025]
Ep 022/60 [S2:+mat]:  21%|▊   | 70/333 [01:43<06:21,  1.45s/it, loss=0.750, pair=0.008, adv=3.683, sprd=0.027]
Ep 022/60 [S2:+mat]:  21%|▊   | 71/333 [01:43<06:27,  1.48s/it, loss=0.750, pair=0.008, adv=3.683, sprd=0.027]
Ep 022/60 [S2:+mat]:  21%|▊   | 71/333 [01:45<06:27,  1.48s/it, loss=0.738, pair=0.023, adv=3.445, sprd=0.024]
Ep 022/60 [S2:+mat]:  22%|▊   | 72/333 [01:45<06:16,  1.44s/it, loss=0.738, pair=0.023, adv=3.445, sprd=0.024]
Ep 022/60 [S2:+mat]:  22%|▊   | 72/333 [01:46<06:16,  1.44s/it, loss=0.736, pair=0.000, adv=3.757, sprd=0.025]
Ep 022/60 [S2:+mat]:  22%|▉   | 73/333 [01:46<06:27,  1.49s/it, loss=0.736, pair=0.000, adv=3.757, sprd=0.025]
Ep 022/60 [S2:+mat]:  22%|▉   | 73/333 [01:48<06:27,  1.49s/it, loss=0.709, pair=0.004, adv=3.578, sprd=0.020]
Ep 022/60 [S2:+mat]:  22%|▉   | 74/333 [01:48<06:13,  1.44s/it, loss=0.709, pair=0.004, adv=3.578, sprd=0.020]
Ep 022/60 [S2:+mat]:  22%|▉   | 74/333 [01:49<06:13,  1.44s/it, loss=0.726, pair=0.005, adv=3.900, sprd=0.021]
Ep 022/60 [S2:+mat]:  23%|▉   | 75/333 [01:49<06:25,  1.49s/it, loss=0.726, pair=0.005, adv=3.900, sprd=0.021]
Ep 022/60 [S2:+mat]:  23%|▉   | 75/333 [01:51<06:25,  1.49s/it, loss=0.710, pair=0.011, adv=3.814, sprd=0.019]
Ep 022/60 [S2:+mat]:  23%|▉   | 76/333 [01:51<06:09,  1.44s/it, loss=0.710, pair=0.011, adv=3.814, sprd=0.019]
Ep 022/60 [S2:+mat]:  23%|▉   | 76/333 [01:52<06:09,  1.44s/it, loss=0.761, pair=0.010, adv=3.502, sprd=0.033]
Ep 022/60 [S2:+mat]:  23%|▉   | 77/333 [01:52<06:25,  1.51s/it, loss=0.761, pair=0.010, adv=3.502, sprd=0.033]
Ep 022/60 [S2:+mat]:  23%|▉   | 77/333 [01:54<06:25,  1.51s/it, loss=0.716, pair=0.002, adv=3.615, sprd=0.022]
Ep 022/60 [S2:+mat]:  23%|▉   | 78/333 [01:54<06:10,  1.45s/it, loss=0.716, pair=0.002, adv=3.615, sprd=0.022]
Ep 022/60 [S2:+mat]:  23%|▉   | 78/333 [01:55<06:10,  1.45s/it, loss=0.724, pair=0.020, adv=3.841, sprd=0.022]
Ep 022/60 [S2:+mat]:  24%|▉   | 79/333 [01:55<06:34,  1.55s/it, loss=0.724, pair=0.020, adv=3.841, sprd=0.022]
Ep 022/60 [S2:+mat]:  24%|▉   | 79/333 [01:57<06:34,  1.55s/it, loss=0.714, pair=0.006, adv=3.642, sprd=0.023]
Ep 022/60 [S2:+mat]:  24%|▉   | 80/333 [01:57<06:16,  1.49s/it, loss=0.714, pair=0.006, adv=3.642, sprd=0.023]
Ep 022/60 [S2:+mat]:  24%|▉   | 80/333 [01:58<06:16,  1.49s/it, loss=0.720, pair=0.006, adv=3.331, sprd=0.021]
Ep 022/60 [S2:+mat]:  24%|▉   | 81/333 [01:58<06:22,  1.52s/it, loss=0.720, pair=0.006, adv=3.331, sprd=0.021]
Ep 022/60 [S2:+mat]:  24%|▉   | 81/333 [02:00<06:22,  1.52s/it, loss=0.750, pair=0.004, adv=3.695, sprd=0.029]
Ep 022/60 [S2:+mat]:  25%|▉   | 82/333 [02:00<06:11,  1.48s/it, loss=0.750, pair=0.004, adv=3.695, sprd=0.029]
Ep 022/60 [S2:+mat]:  25%|▉   | 82/333 [02:01<06:11,  1.48s/it, loss=0.735, pair=0.003, adv=4.009, sprd=0.024]
Ep 022/60 [S2:+mat]:  25%|▉   | 83/333 [02:01<06:15,  1.50s/it, loss=0.735, pair=0.003, adv=4.009, sprd=0.024]
Ep 022/60 [S2:+mat]:  25%|▉   | 83/333 [02:03<06:15,  1.50s/it, loss=0.718, pair=0.008, adv=3.405, sprd=0.023]
Ep 022/60 [S2:+mat]:  25%|█   | 84/333 [02:03<06:00,  1.45s/it, loss=0.718, pair=0.008, adv=3.405, sprd=0.023]
Ep 022/60 [S2:+mat]:  25%|█   | 84/333 [02:04<06:00,  1.45s/it, loss=0.801, pair=0.008, adv=3.678, sprd=0.021]
Ep 022/60 [S2:+mat]:  26%|█   | 85/333 [02:04<06:08,  1.49s/it, loss=0.801, pair=0.008, adv=3.678, sprd=0.021]
Ep 022/60 [S2:+mat]:  26%|█   | 85/333 [02:06<06:08,  1.49s/it, loss=0.732, pair=0.012, adv=3.675, sprd=0.025]
Ep 022/60 [S2:+mat]:  26%|█   | 86/333 [02:06<05:59,  1.46s/it, loss=0.732, pair=0.012, adv=3.675, sprd=0.025]
Ep 022/60 [S2:+mat]:  26%|█   | 86/333 [02:07<05:59,  1.46s/it, loss=0.763, pair=0.083, adv=3.566, sprd=0.027]
Ep 022/60 [S2:+mat]:  26%|█   | 87/333 [02:07<06:12,  1.51s/it, loss=0.763, pair=0.083, adv=3.566, sprd=0.027]
Ep 022/60 [S2:+mat]:  26%|█   | 87/333 [02:09<06:12,  1.51s/it, loss=0.753, pair=0.064, adv=3.596, sprd=0.028]
Ep 022/60 [S2:+mat]:  26%|█   | 88/333 [02:09<05:59,  1.47s/it, loss=0.753, pair=0.064, adv=3.596, sprd=0.028]
Ep 022/60 [S2:+mat]:  26%|█   | 88/333 [02:10<05:59,  1.47s/it, loss=0.729, pair=0.040, adv=3.463, sprd=0.021]
Ep 022/60 [S2:+mat]:  27%|█   | 89/333 [02:10<06:10,  1.52s/it, loss=0.729, pair=0.040, adv=3.463, sprd=0.021]
Ep 022/60 [S2:+mat]:  27%|█   | 89/333 [02:11<06:10,  1.52s/it, loss=0.726, pair=0.038, adv=3.232, sprd=0.026]
Ep 022/60 [S2:+mat]:  27%|█   | 90/333 [02:11<05:53,  1.45s/it, loss=0.726, pair=0.038, adv=3.232, sprd=0.026]
Ep 022/60 [S2:+mat]:  27%|█   | 90/333 [02:13<05:53,  1.45s/it, loss=0.727, pair=0.005, adv=3.806, sprd=0.022]
Ep 022/60 [S2:+mat]:  27%|█   | 91/333 [02:13<06:05,  1.51s/it, loss=0.727, pair=0.005, adv=3.806, sprd=0.022]
Ep 022/60 [S2:+mat]:  27%|█   | 91/333 [02:14<06:05,  1.51s/it, loss=0.736, pair=0.044, adv=3.492, sprd=0.025]
Ep 022/60 [S2:+mat]:  28%|█   | 92/333 [02:14<05:51,  1.46s/it, loss=0.736, pair=0.044, adv=3.492, sprd=0.025]
Ep 022/60 [S2:+mat]:  28%|█   | 92/333 [02:16<05:51,  1.46s/it, loss=0.738, pair=0.020, adv=3.536, sprd=0.023]
Ep 022/60 [S2:+mat]:  28%|█   | 93/333 [02:16<06:02,  1.51s/it, loss=0.738, pair=0.020, adv=3.536, sprd=0.023]
Ep 022/60 [S2:+mat]:  28%|█   | 93/333 [02:17<06:02,  1.51s/it, loss=0.732, pair=0.034, adv=3.668, sprd=0.022]
Ep 022/60 [S2:+mat]:  28%|█▏  | 94/333 [02:17<05:50,  1.47s/it, loss=0.732, pair=0.034, adv=3.668, sprd=0.022]
Ep 022/60 [S2:+mat]:  28%|█▏  | 94/333 [02:19<05:50,  1.47s/it, loss=0.764, pair=0.090, adv=3.534, sprd=0.030]
Ep 022/60 [S2:+mat]:  29%|█▏  | 95/333 [02:19<05:58,  1.51s/it, loss=0.764, pair=0.090, adv=3.534, sprd=0.030]
Ep 022/60 [S2:+mat]:  29%|█▏  | 95/333 [02:20<05:58,  1.51s/it, loss=0.744, pair=0.054, adv=3.790, sprd=0.022]
Ep 022/60 [S2:+mat]:  29%|█▏  | 96/333 [02:20<05:35,  1.42s/it, loss=0.744, pair=0.054, adv=3.790, sprd=0.022]
Ep 022/60 [S2:+mat]:  29%|█▏  | 96/333 [02:22<05:35,  1.42s/it, loss=0.728, pair=0.017, adv=3.449, sprd=0.020]
Ep 022/60 [S2:+mat]:  29%|█▏  | 97/333 [02:22<05:44,  1.46s/it, loss=0.728, pair=0.017, adv=3.449, sprd=0.020]
Ep 022/60 [S2:+mat]:  29%|█▏  | 97/333 [02:23<05:44,  1.46s/it, loss=0.729, pair=0.021, adv=3.814, sprd=0.025]
Ep 022/60 [S2:+mat]:  29%|█▏  | 98/333 [02:23<05:35,  1.43s/it, loss=0.729, pair=0.021, adv=3.814, sprd=0.025]
Ep 022/60 [S2:+mat]:  29%|█▏  | 98/333 [02:25<05:35,  1.43s/it, loss=0.726, pair=0.009, adv=3.564, sprd=0.022]
Ep 022/60 [S2:+mat]:  30%|█▏  | 99/333 [02:25<05:45,  1.48s/it, loss=0.726, pair=0.009, adv=3.564, sprd=0.022]
Ep 022/60 [S2:+mat]:  30%|█▏  | 99/333 [02:26<05:45,  1.48s/it, loss=0.749, pair=0.038, adv=3.819, sprd=0.027]
Ep 022/60 [S2:+mat]:  30%|▉  | 100/333 [02:26<05:36,  1.44s/it, loss=0.749, pair=0.038, adv=3.819, sprd=0.027]
Ep 022/60 [S2:+mat]:  30%|▉  | 100/333 [02:28<05:36,  1.44s/it, loss=0.801, pair=0.019, adv=3.450, sprd=0.018]
Ep 022/60 [S2:+mat]:  30%|▉  | 101/333 [02:28<05:41,  1.47s/it, loss=0.801, pair=0.019, adv=3.450, sprd=0.018]
Ep 022/60 [S2:+mat]:  30%|▉  | 101/333 [02:29<05:41,  1.47s/it, loss=0.730, pair=0.039, adv=3.650, sprd=0.021]
Ep 022/60 [S2:+mat]:  31%|▉  | 102/333 [02:29<05:26,  1.41s/it, loss=0.730, pair=0.039, adv=3.650, sprd=0.021]
Ep 022/60 [S2:+mat]:  31%|▉  | 102/333 [02:31<05:26,  1.41s/it, loss=0.714, pair=0.037, adv=3.442, sprd=0.018]
Ep 022/60 [S2:+mat]:  31%|▉  | 103/333 [02:31<05:39,  1.47s/it, loss=0.714, pair=0.037, adv=3.442, sprd=0.018]
Ep 022/60 [S2:+mat]:  31%|▉  | 103/333 [02:32<05:39,  1.47s/it, loss=0.742, pair=0.017, adv=3.663, sprd=0.028]
Ep 022/60 [S2:+mat]:  31%|▉  | 104/333 [02:32<05:30,  1.44s/it, loss=0.742, pair=0.017, adv=3.663, sprd=0.028]
Ep 022/60 [S2:+mat]:  31%|▉  | 104/333 [02:34<05:30,  1.44s/it, loss=0.760, pair=0.045, adv=3.478, sprd=0.028]
Ep 022/60 [S2:+mat]:  32%|▉  | 105/333 [02:34<05:45,  1.52s/it, loss=0.760, pair=0.045, adv=3.478, sprd=0.028]
Ep 022/60 [S2:+mat]:  32%|▉  | 105/333 [02:35<05:45,  1.52s/it, loss=0.717, pair=0.033, adv=3.553, sprd=0.018]
Ep 022/60 [S2:+mat]:  32%|▉  | 106/333 [02:35<05:25,  1.44s/it, loss=0.717, pair=0.033, adv=3.553, sprd=0.018]
Ep 022/60 [S2:+mat]:  32%|▉  | 106/333 [02:36<05:25,  1.44s/it, loss=0.731, pair=0.040, adv=3.525, sprd=0.024]
Ep 022/60 [S2:+mat]:  32%|▉  | 107/333 [02:36<05:36,  1.49s/it, loss=0.731, pair=0.040, adv=3.525, sprd=0.024]
Ep 022/60 [S2:+mat]:  32%|▉  | 107/333 [02:38<05:36,  1.49s/it, loss=0.753, pair=0.009, adv=3.519, sprd=0.031]
Ep 022/60 [S2:+mat]:  32%|▉  | 108/333 [02:38<05:29,  1.46s/it, loss=0.753, pair=0.009, adv=3.519, sprd=0.031]
Ep 022/60 [S2:+mat]:  32%|▉  | 108/333 [02:39<05:29,  1.46s/it, loss=0.736, pair=0.026, adv=3.531, sprd=0.026]
Ep 022/60 [S2:+mat]:  33%|▉  | 109/333 [02:39<05:32,  1.49s/it, loss=0.736, pair=0.026, adv=3.531, sprd=0.026]
Ep 022/60 [S2:+mat]:  33%|▉  | 109/333 [02:41<05:32,  1.49s/it, loss=0.722, pair=0.007, adv=3.371, sprd=0.026]
Ep 022/60 [S2:+mat]:  33%|▉  | 110/333 [02:41<05:23,  1.45s/it, loss=0.722, pair=0.007, adv=3.371, sprd=0.026]
Ep 022/60 [S2:+mat]:  33%|▉  | 110/333 [02:42<05:23,  1.45s/it, loss=0.748, pair=0.046, adv=3.405, sprd=0.027]
Ep 022/60 [S2:+mat]:  33%|█  | 111/333 [02:42<05:38,  1.52s/it, loss=0.748, pair=0.046, adv=3.405, sprd=0.027]
Ep 022/60 [S2:+mat]:  33%|█  | 111/333 [02:44<05:38,  1.52s/it, loss=0.750, pair=0.113, adv=3.707, sprd=0.019]
Ep 022/60 [S2:+mat]:  34%|█  | 112/333 [02:44<05:23,  1.46s/it, loss=0.750, pair=0.113, adv=3.707, sprd=0.019]
Ep 022/60 [S2:+mat]:  34%|█  | 112/333 [02:45<05:23,  1.46s/it, loss=0.706, pair=0.040, adv=3.218, sprd=0.019]
Ep 022/60 [S2:+mat]:  34%|█  | 113/333 [02:45<05:27,  1.49s/it, loss=0.706, pair=0.040, adv=3.218, sprd=0.019]
Ep 022/60 [S2:+mat]:  34%|█  | 113/333 [02:47<05:27,  1.49s/it, loss=1.031, pair=1.132, adv=3.268, sprd=0.022]
Ep 022/60 [S2:+mat]:  34%|█  | 114/333 [02:47<05:14,  1.44s/it, loss=1.031, pair=1.132, adv=3.268, sprd=0.022]
Ep 022/60 [S2:+mat]:  34%|█  | 114/333 [02:48<05:14,  1.44s/it, loss=0.733, pair=0.006, adv=3.500, sprd=0.026]
Ep 022/60 [S2:+mat]:  35%|█  | 115/333 [02:48<05:27,  1.50s/it, loss=0.733, pair=0.006, adv=3.500, sprd=0.026]
Ep 022/60 [S2:+mat]:  35%|█  | 115/333 [02:50<05:27,  1.50s/it, loss=0.725, pair=0.015, adv=3.556, sprd=0.021]
Ep 022/60 [S2:+mat]:  35%|█  | 116/333 [02:50<05:15,  1.46s/it, loss=0.725, pair=0.015, adv=3.556, sprd=0.021]
Ep 022/60 [S2:+mat]:  35%|█  | 116/333 [02:51<05:15,  1.46s/it, loss=0.738, pair=0.001, adv=3.555, sprd=0.027]
Ep 022/60 [S2:+mat]:  35%|█  | 117/333 [02:51<05:29,  1.53s/it, loss=0.738, pair=0.001, adv=3.555, sprd=0.027]
Ep 022/60 [S2:+mat]:  35%|█  | 117/333 [02:53<05:29,  1.53s/it, loss=0.730, pair=0.022, adv=3.454, sprd=0.024]
Ep 022/60 [S2:+mat]:  35%|█  | 118/333 [02:53<05:17,  1.48s/it, loss=0.730, pair=0.022, adv=3.454, sprd=0.024]
Ep 022/60 [S2:+mat]:  35%|█  | 118/333 [02:54<05:17,  1.48s/it, loss=0.737, pair=0.003, adv=3.570, sprd=0.022]
Ep 022/60 [S2:+mat]:  36%|█  | 119/333 [02:54<05:24,  1.52s/it, loss=0.737, pair=0.003, adv=3.570, sprd=0.022]
Ep 022/60 [S2:+mat]:  36%|█  | 119/333 [02:56<05:24,  1.52s/it, loss=0.733, pair=0.011, adv=3.515, sprd=0.024]
Ep 022/60 [S2:+mat]:  36%|█  | 120/333 [02:56<05:11,  1.46s/it, loss=0.733, pair=0.011, adv=3.515, sprd=0.024]
Ep 022/60 [S2:+mat]:  36%|█  | 120/333 [02:57<05:11,  1.46s/it, loss=0.702, pair=0.020, adv=3.098, sprd=0.023]
Ep 022/60 [S2:+mat]:  36%|█  | 121/333 [02:57<05:10,  1.46s/it, loss=0.702, pair=0.020, adv=3.098, sprd=0.023]
Ep 022/60 [S2:+mat]:  36%|█  | 121/333 [02:59<05:10,  1.46s/it, loss=0.744, pair=0.010, adv=3.414, sprd=0.032]
Ep 022/60 [S2:+mat]:  37%|█  | 122/333 [02:59<05:05,  1.45s/it, loss=0.744, pair=0.010, adv=3.414, sprd=0.032]
Ep 022/60 [S2:+mat]:  37%|█  | 122/333 [03:00<05:05,  1.45s/it, loss=0.743, pair=0.010, adv=3.479, sprd=0.026]
Ep 022/60 [S2:+mat]:  37%|█  | 123/333 [03:00<05:17,  1.51s/it, loss=0.743, pair=0.010, adv=3.479, sprd=0.026]
Ep 022/60 [S2:+mat]:  37%|█  | 123/333 [03:02<05:17,  1.51s/it, loss=0.705, pair=0.007, adv=3.481, sprd=0.019]
Ep 022/60 [S2:+mat]:  37%|█  | 124/333 [03:02<05:02,  1.45s/it, loss=0.705, pair=0.007, adv=3.481, sprd=0.019]
Ep 022/60 [S2:+mat]:  37%|█  | 124/333 [03:03<05:02,  1.45s/it, loss=0.733, pair=0.022, adv=3.474, sprd=0.024]
Ep 022/60 [S2:+mat]:  38%|█▏ | 125/333 [03:03<05:14,  1.51s/it, loss=0.733, pair=0.022, adv=3.474, sprd=0.024]
Ep 022/60 [S2:+mat]:  38%|█▏ | 125/333 [03:05<05:14,  1.51s/it, loss=0.725, pair=0.004, adv=3.203, sprd=0.028]
Ep 022/60 [S2:+mat]:  38%|█▏ | 126/333 [03:05<05:06,  1.48s/it, loss=0.725, pair=0.004, adv=3.203, sprd=0.028]
Ep 022/60 [S2:+mat]:  38%|█▏ | 126/333 [03:06<05:06,  1.48s/it, loss=0.741, pair=0.025, adv=3.630, sprd=0.027]
Ep 022/60 [S2:+mat]:  38%|█▏ | 127/333 [03:06<05:19,  1.55s/it, loss=0.741, pair=0.025, adv=3.630, sprd=0.027]
Ep 022/60 [S2:+mat]:  38%|█▏ | 127/333 [03:08<05:19,  1.55s/it, loss=0.731, pair=0.010, adv=3.557, sprd=0.025]
Ep 022/60 [S2:+mat]:  38%|█▏ | 128/333 [03:08<05:09,  1.51s/it, loss=0.731, pair=0.010, adv=3.557, sprd=0.025]
Ep 022/60 [S2:+mat]:  38%|█▏ | 128/333 [03:09<05:09,  1.51s/it, loss=0.739, pair=0.015, adv=3.483, sprd=0.027]
Ep 022/60 [S2:+mat]:  39%|█▏ | 129/333 [03:09<05:24,  1.59s/it, loss=0.739, pair=0.015, adv=3.483, sprd=0.027]
Ep 022/60 [S2:+mat]:  39%|█▏ | 129/333 [03:11<05:24,  1.59s/it, loss=0.730, pair=0.007, adv=3.586, sprd=0.026]
Ep 022/60 [S2:+mat]:  39%|█▏ | 130/333 [03:11<05:09,  1.52s/it, loss=0.730, pair=0.007, adv=3.586, sprd=0.026]
Ep 022/60 [S2:+mat]:  39%|█▏ | 130/333 [03:13<05:09,  1.52s/it, loss=0.730, pair=0.022, adv=3.223, sprd=0.028]
Ep 022/60 [S2:+mat]:  39%|█▏ | 131/333 [03:13<05:20,  1.59s/it, loss=0.730, pair=0.022, adv=3.223, sprd=0.028]
Ep 022/60 [S2:+mat]:  39%|█▏ | 131/333 [03:14<05:20,  1.59s/it, loss=0.745, pair=0.001, adv=3.356, sprd=0.030]
Ep 022/60 [S2:+mat]:  40%|█▏ | 132/333 [03:14<05:07,  1.53s/it, loss=0.745, pair=0.001, adv=3.356, sprd=0.030]
Ep 022/60 [S2:+mat]:  40%|█▏ | 132/333 [03:16<05:07,  1.53s/it, loss=0.727, pair=0.001, adv=3.489, sprd=0.025]
Ep 022/60 [S2:+mat]:  40%|█▏ | 133/333 [03:16<05:14,  1.57s/it, loss=0.727, pair=0.001, adv=3.489, sprd=0.025]
Ep 022/60 [S2:+mat]:  40%|█▏ | 133/333 [03:17<05:14,  1.57s/it, loss=0.736, pair=0.026, adv=3.597, sprd=0.027]
Ep 022/60 [S2:+mat]:  40%|█▏ | 134/333 [03:17<05:03,  1.52s/it, loss=0.736, pair=0.026, adv=3.597, sprd=0.027]
Ep 022/60 [S2:+mat]:  40%|█▏ | 134/333 [03:19<05:03,  1.52s/it, loss=0.865, pair=0.546, adv=3.270, sprd=0.023]
Ep 022/60 [S2:+mat]:  41%|█▏ | 135/333 [03:19<05:06,  1.55s/it, loss=0.865, pair=0.546, adv=3.270, sprd=0.023]
Ep 022/60 [S2:+mat]:  41%|█▏ | 135/333 [03:20<05:06,  1.55s/it, loss=0.714, pair=0.024, adv=3.232, sprd=0.026]
Ep 022/60 [S2:+mat]:  41%|█▏ | 136/333 [03:20<04:51,  1.48s/it, loss=0.714, pair=0.024, adv=3.232, sprd=0.026]
Ep 022/60 [S2:+mat]:  41%|█▏ | 136/333 [03:22<04:51,  1.48s/it, loss=0.733, pair=0.008, adv=3.369, sprd=0.026]
Ep 022/60 [S2:+mat]:  41%|█▏ | 137/333 [03:22<05:05,  1.56s/it, loss=0.733, pair=0.008, adv=3.369, sprd=0.026]
Ep 022/60 [S2:+mat]:  41%|█▏ | 137/333 [03:23<05:05,  1.56s/it, loss=0.729, pair=0.024, adv=3.545, sprd=0.028]
Ep 022/60 [S2:+mat]:  41%|█▏ | 138/333 [03:23<04:54,  1.51s/it, loss=0.729, pair=0.024, adv=3.545, sprd=0.028]
Ep 022/60 [S2:+mat]:  41%|█▏ | 138/333 [03:25<04:54,  1.51s/it, loss=0.742, pair=0.046, adv=3.682, sprd=0.023]
Ep 022/60 [S2:+mat]:  42%|█▎ | 139/333 [03:25<05:05,  1.58s/it, loss=0.742, pair=0.046, adv=3.682, sprd=0.023]
Ep 022/60 [S2:+mat]:  42%|█▎ | 139/333 [03:26<05:05,  1.58s/it, loss=0.951, pair=0.808, adv=3.634, sprd=0.025]
Ep 022/60 [S2:+mat]:  42%|█▎ | 140/333 [03:26<04:53,  1.52s/it, loss=0.951, pair=0.808, adv=3.634, sprd=0.025]
Ep 022/60 [S2:+mat]:  42%|█▎ | 140/333 [03:28<04:53,  1.52s/it, loss=0.707, pair=0.018, adv=3.390, sprd=0.019]
Ep 022/60 [S2:+mat]:  42%|█▎ | 141/333 [03:28<04:55,  1.54s/it, loss=0.707, pair=0.018, adv=3.390, sprd=0.019]
Ep 022/60 [S2:+mat]:  42%|█▎ | 141/333 [03:29<04:55,  1.54s/it, loss=1.087, pair=1.195, adv=3.890, sprd=0.026]
Ep 022/60 [S2:+mat]:  43%|█▎ | 142/333 [03:29<04:47,  1.50s/it, loss=1.087, pair=1.195, adv=3.890, sprd=0.026]
Ep 022/60 [S2:+mat]:  43%|█▎ | 142/333 [03:31<04:47,  1.50s/it, loss=0.759, pair=0.041, adv=3.610, sprd=0.028]
Ep 022/60 [S2:+mat]:  43%|█▎ | 143/333 [03:31<04:57,  1.57s/it, loss=0.759, pair=0.041, adv=3.610, sprd=0.028]
Ep 022/60 [S2:+mat]:  43%|█▎ | 143/333 [03:32<04:57,  1.57s/it, loss=0.725, pair=0.013, adv=3.397, sprd=0.024]
Ep 022/60 [S2:+mat]:  43%|█▎ | 144/333 [03:32<04:44,  1.50s/it, loss=0.725, pair=0.013, adv=3.397, sprd=0.024]
Ep 022/60 [S2:+mat]:  43%|█▎ | 144/333 [03:34<04:44,  1.50s/it, loss=0.745, pair=0.023, adv=3.809, sprd=0.023]
Ep 022/60 [S2:+mat]:  44%|█▎ | 145/333 [03:34<04:54,  1.57s/it, loss=0.745, pair=0.023, adv=3.809, sprd=0.023]
Ep 022/60 [S2:+mat]:  44%|█▎ | 145/333 [03:35<04:54,  1.57s/it, loss=0.728, pair=0.034, adv=3.489, sprd=0.021]
Ep 022/60 [S2:+mat]:  44%|█▎ | 146/333 [03:35<04:34,  1.47s/it, loss=0.728, pair=0.034, adv=3.489, sprd=0.021]
Ep 022/60 [S2:+mat]:  44%|█▎ | 146/333 [03:37<04:34,  1.47s/it, loss=0.755, pair=0.047, adv=3.685, sprd=0.028]
Ep 022/60 [S2:+mat]:  44%|█▎ | 147/333 [03:37<04:47,  1.55s/it, loss=0.755, pair=0.047, adv=3.685, sprd=0.028]
Ep 022/60 [S2:+mat]:  44%|█▎ | 147/333 [03:38<04:47,  1.55s/it, loss=0.709, pair=0.036, adv=3.487, sprd=0.018]
Ep 022/60 [S2:+mat]:  44%|█▎ | 148/333 [03:38<04:32,  1.47s/it, loss=0.709, pair=0.036, adv=3.487, sprd=0.018]
Ep 022/60 [S2:+mat]:  44%|█▎ | 148/333 [03:40<04:32,  1.47s/it, loss=0.717, pair=0.019, adv=3.856, sprd=0.020]
Ep 022/60 [S2:+mat]:  45%|█▎ | 149/333 [03:40<04:40,  1.52s/it, loss=0.717, pair=0.019, adv=3.856, sprd=0.020]
Ep 022/60 [S2:+mat]:  45%|█▎ | 149/333 [03:41<04:40,  1.52s/it, loss=0.736, pair=0.023, adv=3.947, sprd=0.025]
Ep 022/60 [S2:+mat]:  45%|█▎ | 150/333 [03:41<04:32,  1.49s/it, loss=0.736, pair=0.023, adv=3.947, sprd=0.025]
Ep 022/60 [S2:+mat]:  45%|█▎ | 150/333 [03:43<04:32,  1.49s/it, loss=0.731, pair=0.031, adv=3.629, sprd=0.023]
Ep 022/60 [S2:+mat]:  45%|█▎ | 151/333 [03:43<04:39,  1.54s/it, loss=0.731, pair=0.031, adv=3.629, sprd=0.023]
Ep 022/60 [S2:+mat]:  45%|█▎ | 151/333 [03:44<04:39,  1.54s/it, loss=0.716, pair=0.008, adv=3.695, sprd=0.019]
Ep 022/60 [S2:+mat]:  46%|█▎ | 152/333 [03:44<04:26,  1.47s/it, loss=0.716, pair=0.008, adv=3.695, sprd=0.019]
Ep 022/60 [S2:+mat]:  46%|█▎ | 152/333 [03:46<04:26,  1.47s/it, loss=0.738, pair=0.017, adv=3.707, sprd=0.027]
Ep 022/60 [S2:+mat]:  46%|█▍ | 153/333 [03:46<04:37,  1.54s/it, loss=0.738, pair=0.017, adv=3.707, sprd=0.027]
Ep 022/60 [S2:+mat]:  46%|█▍ | 153/333 [03:47<04:37,  1.54s/it, loss=0.754, pair=0.017, adv=3.363, sprd=0.031]
Ep 022/60 [S2:+mat]:  46%|█▍ | 154/333 [03:47<04:29,  1.51s/it, loss=0.754, pair=0.017, adv=3.363, sprd=0.031]
Ep 022/60 [S2:+mat]:  46%|█▍ | 154/333 [03:49<04:29,  1.51s/it, loss=0.731, pair=0.016, adv=3.688, sprd=0.022]
Ep 022/60 [S2:+mat]:  47%|█▍ | 155/333 [03:49<04:40,  1.58s/it, loss=0.731, pair=0.016, adv=3.688, sprd=0.022]
Ep 022/60 [S2:+mat]:  47%|█▍ | 155/333 [03:51<04:40,  1.58s/it, loss=0.726, pair=0.018, adv=3.517, sprd=0.023]
Ep 022/60 [S2:+mat]:  47%|█▍ | 156/333 [03:51<04:26,  1.51s/it, loss=0.726, pair=0.018, adv=3.517, sprd=0.023]
Ep 022/60 [S2:+mat]:  47%|█▍ | 156/333 [03:52<04:26,  1.51s/it, loss=0.814, pair=0.026, adv=3.512, sprd=0.024]
Ep 022/60 [S2:+mat]:  47%|█▍ | 157/333 [03:52<04:33,  1.56s/it, loss=0.814, pair=0.026, adv=3.512, sprd=0.024]
Ep 022/60 [S2:+mat]:  47%|█▍ | 157/333 [03:53<04:33,  1.56s/it, loss=0.730, pair=0.013, adv=3.719, sprd=0.025]
Ep 022/60 [S2:+mat]:  47%|█▍ | 158/333 [03:53<04:13,  1.45s/it, loss=0.730, pair=0.013, adv=3.719, sprd=0.025]
Ep 022/60 [S2:+mat]:  47%|█▍ | 158/333 [03:55<04:13,  1.45s/it, loss=0.756, pair=0.021, adv=3.775, sprd=0.017]
Ep 022/60 [S2:+mat]:  48%|█▍ | 159/333 [03:55<04:26,  1.53s/it, loss=0.756, pair=0.021, adv=3.775, sprd=0.017]
Ep 022/60 [S2:+mat]:  48%|█▍ | 159/333 [03:57<04:26,  1.53s/it, loss=0.753, pair=0.010, adv=3.413, sprd=0.030]
Ep 022/60 [S2:+mat]:  48%|█▍ | 160/333 [03:57<04:17,  1.49s/it, loss=0.753, pair=0.010, adv=3.413, sprd=0.030]
Ep 022/60 [S2:+mat]:  48%|█▍ | 160/333 [03:58<04:17,  1.49s/it, loss=0.741, pair=0.005, adv=3.781, sprd=0.027]
Ep 022/60 [S2:+mat]:  48%|█▍ | 161/333 [03:58<04:30,  1.57s/it, loss=0.741, pair=0.005, adv=3.781, sprd=0.027]
Ep 022/60 [S2:+mat]:  48%|█▍ | 161/333 [04:00<04:30,  1.57s/it, loss=0.757, pair=0.040, adv=3.497, sprd=0.030]
Ep 022/60 [S2:+mat]:  49%|█▍ | 162/333 [04:00<04:20,  1.52s/it, loss=0.757, pair=0.040, adv=3.497, sprd=0.030]
Ep 022/60 [S2:+mat]:  49%|█▍ | 162/333 [04:01<04:20,  1.52s/it, loss=0.747, pair=0.029, adv=3.722, sprd=0.027]
Ep 022/60 [S2:+mat]:  49%|█▍ | 163/333 [04:01<04:26,  1.57s/it, loss=0.747, pair=0.029, adv=3.722, sprd=0.027]
Ep 022/60 [S2:+mat]:  49%|█▍ | 163/333 [04:03<04:26,  1.57s/it, loss=0.735, pair=0.038, adv=3.797, sprd=0.025]
Ep 022/60 [S2:+mat]:  49%|█▍ | 164/333 [04:03<04:16,  1.52s/it, loss=0.735, pair=0.038, adv=3.797, sprd=0.025]
Ep 022/60 [S2:+mat]:  49%|█▍ | 164/333 [04:04<04:16,  1.52s/it, loss=0.718, pair=0.018, adv=3.763, sprd=0.023]
Ep 022/60 [S2:+mat]:  50%|█▍ | 165/333 [04:04<04:22,  1.56s/it, loss=0.718, pair=0.018, adv=3.763, sprd=0.023]
Ep 022/60 [S2:+mat]:  50%|█▍ | 165/333 [04:06<04:22,  1.56s/it, loss=0.726, pair=0.040, adv=3.236, sprd=0.025]
Ep 022/60 [S2:+mat]:  50%|█▍ | 166/333 [04:06<04:10,  1.50s/it, loss=0.726, pair=0.040, adv=3.236, sprd=0.025]
Ep 022/60 [S2:+mat]:  50%|█▍ | 166/333 [04:07<04:10,  1.50s/it, loss=0.733, pair=0.016, adv=3.372, sprd=0.023]
Ep 022/60 [S2:+mat]:  50%|█▌ | 167/333 [04:07<04:14,  1.53s/it, loss=0.733, pair=0.016, adv=3.372, sprd=0.023]
Ep 022/60 [S2:+mat]:  50%|█▌ | 167/333 [04:09<04:14,  1.53s/it, loss=0.732, pair=0.025, adv=3.745, sprd=0.024]
Ep 022/60 [S2:+mat]:  50%|█▌ | 168/333 [04:09<04:05,  1.49s/it, loss=0.732, pair=0.025, adv=3.745, sprd=0.024]
Ep 022/60 [S2:+mat]:  50%|█▌ | 168/333 [04:10<04:05,  1.49s/it, loss=0.728, pair=0.061, adv=3.909, sprd=0.017]
Ep 022/60 [S2:+mat]:  51%|█▌ | 169/333 [04:10<04:12,  1.54s/it, loss=0.728, pair=0.061, adv=3.909, sprd=0.017]
Ep 022/60 [S2:+mat]:  51%|█▌ | 169/333 [04:12<04:12,  1.54s/it, loss=0.727, pair=0.021, adv=3.823, sprd=0.020]
Ep 022/60 [S2:+mat]:  51%|█▌ | 170/333 [04:12<04:01,  1.48s/it, loss=0.727, pair=0.021, adv=3.823, sprd=0.020]
Ep 022/60 [S2:+mat]:  51%|█▌ | 170/333 [04:13<04:01,  1.48s/it, loss=0.729, pair=0.025, adv=3.404, sprd=0.023]
Ep 022/60 [S2:+mat]:  51%|█▌ | 171/333 [04:13<03:57,  1.47s/it, loss=0.729, pair=0.025, adv=3.404, sprd=0.023]
Ep 022/60 [S2:+mat]:  51%|█▌ | 171/333 [04:15<03:57,  1.47s/it, loss=0.713, pair=0.041, adv=3.181, sprd=0.024]
Ep 022/60 [S2:+mat]:  52%|█▌ | 172/333 [04:15<03:51,  1.44s/it, loss=0.713, pair=0.041, adv=3.181, sprd=0.024]
Ep 022/60 [S2:+mat]:  52%|█▌ | 172/333 [04:16<03:51,  1.44s/it, loss=0.729, pair=0.037, adv=3.645, sprd=0.023]
Ep 022/60 [S2:+mat]:  52%|█▌ | 173/333 [04:16<04:03,  1.52s/it, loss=0.729, pair=0.037, adv=3.645, sprd=0.023]
Ep 022/60 [S2:+mat]:  52%|█▌ | 173/333 [04:18<04:03,  1.52s/it, loss=0.738, pair=0.040, adv=3.317, sprd=0.026]
Ep 022/60 [S2:+mat]:  52%|█▌ | 174/333 [04:18<03:56,  1.49s/it, loss=0.738, pair=0.040, adv=3.317, sprd=0.026]
Ep 022/60 [S2:+mat]:  52%|█▌ | 174/333 [04:19<03:56,  1.49s/it, loss=0.686, pair=0.011, adv=3.005, sprd=0.022]
Ep 022/60 [S2:+mat]:  53%|█▌ | 175/333 [04:19<03:58,  1.51s/it, loss=0.686, pair=0.011, adv=3.005, sprd=0.022]
Ep 022/60 [S2:+mat]:  53%|█▌ | 175/333 [04:21<03:58,  1.51s/it, loss=0.703, pair=0.014, adv=3.513, sprd=0.019]
Ep 022/60 [S2:+mat]:  53%|█▌ | 176/333 [04:21<03:48,  1.45s/it, loss=0.703, pair=0.014, adv=3.513, sprd=0.019]
Ep 022/60 [S2:+mat]:  53%|█▌ | 176/333 [04:22<03:48,  1.45s/it, loss=0.729, pair=0.042, adv=3.843, sprd=0.019]
Ep 022/60 [S2:+mat]:  53%|█▌ | 177/333 [04:22<03:57,  1.52s/it, loss=0.729, pair=0.042, adv=3.843, sprd=0.019]
Ep 022/60 [S2:+mat]:  53%|█▌ | 177/333 [04:24<03:57,  1.52s/it, loss=0.759, pair=0.033, adv=3.544, sprd=0.030]
Ep 022/60 [S2:+mat]:  53%|█▌ | 178/333 [04:24<03:50,  1.49s/it, loss=0.759, pair=0.033, adv=3.544, sprd=0.030]
Ep 022/60 [S2:+mat]:  53%|█▌ | 178/333 [04:25<03:50,  1.49s/it, loss=0.737, pair=0.031, adv=3.567, sprd=0.023]
Ep 022/60 [S2:+mat]:  54%|█▌ | 179/333 [04:25<03:57,  1.55s/it, loss=0.737, pair=0.031, adv=3.567, sprd=0.023]
Ep 022/60 [S2:+mat]:  54%|█▌ | 179/333 [04:27<03:57,  1.55s/it, loss=0.725, pair=0.022, adv=3.396, sprd=0.022]
Ep 022/60 [S2:+mat]:  54%|█▌ | 180/333 [04:27<03:45,  1.47s/it, loss=0.725, pair=0.022, adv=3.396, sprd=0.022]
Ep 022/60 [S2:+mat]:  54%|█▌ | 180/333 [04:28<03:45,  1.47s/it, loss=0.723, pair=0.034, adv=3.092, sprd=0.026]
Ep 022/60 [S2:+mat]:  54%|█▋ | 181/333 [04:28<03:51,  1.52s/it, loss=0.723, pair=0.034, adv=3.092, sprd=0.026]
Ep 022/60 [S2:+mat]:  54%|█▋ | 181/333 [04:30<03:51,  1.52s/it, loss=0.725, pair=0.027, adv=3.144, sprd=0.026]
Ep 022/60 [S2:+mat]:  55%|█▋ | 182/333 [04:30<03:43,  1.48s/it, loss=0.725, pair=0.027, adv=3.144, sprd=0.026]
Ep 022/60 [S2:+mat]:  55%|█▋ | 182/333 [04:31<03:43,  1.48s/it, loss=0.714, pair=0.010, adv=3.397, sprd=0.015]
Ep 022/60 [S2:+mat]:  55%|█▋ | 183/333 [04:31<03:47,  1.51s/it, loss=0.714, pair=0.010, adv=3.397, sprd=0.015]
Ep 022/60 [S2:+mat]:  55%|█▋ | 183/333 [04:32<03:47,  1.51s/it, loss=0.716, pair=0.026, adv=3.458, sprd=0.020]
Ep 022/60 [S2:+mat]:  55%|█▋ | 184/333 [04:32<03:28,  1.40s/it, loss=0.716, pair=0.026, adv=3.458, sprd=0.020]
Ep 022/60 [S2:+mat]:  55%|█▋ | 184/333 [04:34<03:28,  1.40s/it, loss=0.732, pair=0.012, adv=3.506, sprd=0.021]
Ep 022/60 [S2:+mat]:  56%|█▋ | 185/333 [04:34<03:35,  1.46s/it, loss=0.732, pair=0.012, adv=3.506, sprd=0.021]
Ep 022/60 [S2:+mat]:  56%|█▋ | 185/333 [04:35<03:35,  1.46s/it, loss=0.703, pair=0.012, adv=3.205, sprd=0.021]
Ep 022/60 [S2:+mat]:  56%|█▋ | 186/333 [04:35<03:28,  1.42s/it, loss=0.703, pair=0.012, adv=3.205, sprd=0.021]
Ep 022/60 [S2:+mat]:  56%|█▋ | 186/333 [04:37<03:28,  1.42s/it, loss=0.739, pair=0.015, adv=3.309, sprd=0.023]
Ep 022/60 [S2:+mat]:  56%|█▋ | 187/333 [04:37<03:36,  1.48s/it, loss=0.739, pair=0.015, adv=3.309, sprd=0.023]
Ep 022/60 [S2:+mat]:  56%|█▋ | 187/333 [04:38<03:36,  1.48s/it, loss=0.719, pair=0.016, adv=3.662, sprd=0.019]
Ep 022/60 [S2:+mat]:  56%|█▋ | 188/333 [04:38<03:28,  1.44s/it, loss=0.719, pair=0.016, adv=3.662, sprd=0.019]
Ep 022/60 [S2:+mat]:  56%|█▋ | 188/333 [04:40<03:28,  1.44s/it, loss=0.739, pair=0.015, adv=3.524, sprd=0.025]
Ep 022/60 [S2:+mat]:  57%|█▋ | 189/333 [04:40<03:37,  1.51s/it, loss=0.739, pair=0.015, adv=3.524, sprd=0.025]
Ep 022/60 [S2:+mat]:  57%|█▋ | 189/333 [04:41<03:37,  1.51s/it, loss=0.711, pair=0.020, adv=3.299, sprd=0.022]
Ep 022/60 [S2:+mat]:  57%|█▋ | 190/333 [04:41<03:29,  1.47s/it, loss=0.711, pair=0.020, adv=3.299, sprd=0.022]
Ep 022/60 [S2:+mat]:  57%|█▋ | 190/333 [04:43<03:29,  1.47s/it, loss=0.716, pair=0.008, adv=3.351, sprd=0.021]
Ep 022/60 [S2:+mat]:  57%|█▋ | 191/333 [04:43<03:34,  1.51s/it, loss=0.716, pair=0.008, adv=3.351, sprd=0.021]
Ep 022/60 [S2:+mat]:  57%|█▋ | 191/333 [04:44<03:34,  1.51s/it, loss=0.730, pair=0.000, adv=3.692, sprd=0.025]
Ep 022/60 [S2:+mat]:  58%|█▋ | 192/333 [04:44<03:26,  1.47s/it, loss=0.730, pair=0.000, adv=3.692, sprd=0.025]
Ep 022/60 [S2:+mat]:  58%|█▋ | 192/333 [04:46<03:26,  1.47s/it, loss=0.749, pair=0.009, adv=3.576, sprd=0.030]
Ep 022/60 [S2:+mat]:  58%|█▋ | 193/333 [04:46<03:35,  1.54s/it, loss=0.749, pair=0.009, adv=3.576, sprd=0.030]
Ep 022/60 [S2:+mat]:  58%|█▋ | 193/333 [04:47<03:35,  1.54s/it, loss=0.729, pair=0.046, adv=3.231, sprd=0.023]
Ep 022/60 [S2:+mat]:  58%|█▋ | 194/333 [04:47<03:24,  1.47s/it, loss=0.729, pair=0.046, adv=3.231, sprd=0.023]
Ep 022/60 [S2:+mat]:  58%|█▋ | 194/333 [04:49<03:24,  1.47s/it, loss=0.731, pair=0.007, adv=3.761, sprd=0.026]
Ep 022/60 [S2:+mat]:  59%|█▊ | 195/333 [04:49<03:37,  1.58s/it, loss=0.731, pair=0.007, adv=3.761, sprd=0.026]
Ep 022/60 [S2:+mat]:  59%|█▊ | 195/333 [04:51<03:37,  1.58s/it, loss=0.725, pair=0.008, adv=3.682, sprd=0.026]
Ep 022/60 [S2:+mat]:  59%|█▊ | 196/333 [04:51<03:29,  1.53s/it, loss=0.725, pair=0.008, adv=3.682, sprd=0.026]
Ep 022/60 [S2:+mat]:  59%|█▊ | 196/333 [04:52<03:29,  1.53s/it, loss=0.750, pair=0.027, adv=3.733, sprd=0.029]
Ep 022/60 [S2:+mat]:  59%|█▊ | 197/333 [04:52<03:32,  1.56s/it, loss=0.750, pair=0.027, adv=3.733, sprd=0.029]
Ep 022/60 [S2:+mat]:  59%|█▊ | 197/333 [04:54<03:32,  1.56s/it, loss=0.770, pair=0.079, adv=3.303, sprd=0.033]
Ep 022/60 [S2:+mat]:  59%|█▊ | 198/333 [04:54<03:26,  1.53s/it, loss=0.770, pair=0.079, adv=3.303, sprd=0.033]
Ep 022/60 [S2:+mat]:  59%|█▊ | 198/333 [04:55<03:26,  1.53s/it, loss=0.689, pair=0.002, adv=3.145, sprd=0.016]
Ep 022/60 [S2:+mat]:  60%|█▊ | 199/333 [04:55<03:27,  1.55s/it, loss=0.689, pair=0.002, adv=3.145, sprd=0.016]
Ep 022/60 [S2:+mat]:  60%|█▊ | 199/333 [04:57<03:27,  1.55s/it, loss=0.737, pair=0.074, adv=3.271, sprd=0.027]
Ep 022/60 [S2:+mat]:  60%|█▊ | 200/333 [04:57<03:19,  1.50s/it, loss=0.737, pair=0.074, adv=3.271, sprd=0.027]
Ep 022/60 [S2:+mat]:  60%|█▊ | 200/333 [04:58<03:19,  1.50s/it, loss=0.814, pair=0.027, adv=3.613, sprd=0.024]
Ep 022/60 [S2:+mat]:  60%|█▊ | 201/333 [04:58<03:25,  1.55s/it, loss=0.814, pair=0.027, adv=3.613, sprd=0.024]
Ep 022/60 [S2:+mat]:  60%|█▊ | 201/333 [05:00<03:25,  1.55s/it, loss=0.754, pair=0.114, adv=3.482, sprd=0.025]
Ep 022/60 [S2:+mat]:  61%|█▊ | 202/333 [05:00<03:17,  1.51s/it, loss=0.754, pair=0.114, adv=3.482, sprd=0.025]
Ep 022/60 [S2:+mat]:  61%|█▊ | 202/333 [05:02<03:17,  1.51s/it, loss=0.743, pair=0.017, adv=3.697, sprd=0.029]
Ep 022/60 [S2:+mat]:  61%|█▊ | 203/333 [05:02<03:25,  1.58s/it, loss=0.743, pair=0.017, adv=3.697, sprd=0.029]
Ep 022/60 [S2:+mat]:  61%|█▊ | 203/333 [05:03<03:25,  1.58s/it, loss=0.732, pair=0.010, adv=3.641, sprd=0.025]
Ep 022/60 [S2:+mat]:  61%|█▊ | 204/333 [05:03<03:17,  1.53s/it, loss=0.732, pair=0.010, adv=3.641, sprd=0.025]
Ep 022/60 [S2:+mat]:  61%|█▊ | 204/333 [05:04<03:17,  1.53s/it, loss=0.681, pair=0.028, adv=3.054, sprd=0.019]
Ep 022/60 [S2:+mat]:  62%|█▊ | 205/333 [05:04<03:15,  1.53s/it, loss=0.681, pair=0.028, adv=3.054, sprd=0.019]
Ep 022/60 [S2:+mat]:  62%|█▊ | 205/333 [05:06<03:15,  1.53s/it, loss=0.731, pair=0.032, adv=3.651, sprd=0.021]
Ep 022/60 [S2:+mat]:  62%|█▊ | 206/333 [05:06<03:08,  1.48s/it, loss=0.731, pair=0.032, adv=3.651, sprd=0.021]
Ep 022/60 [S2:+mat]:  62%|█▊ | 206/333 [05:08<03:08,  1.48s/it, loss=0.748, pair=0.033, adv=3.529, sprd=0.025]
Ep 022/60 [S2:+mat]:  62%|█▊ | 207/333 [05:08<03:15,  1.55s/it, loss=0.748, pair=0.033, adv=3.529, sprd=0.025]
Ep 022/60 [S2:+mat]:  62%|█▊ | 207/333 [05:09<03:15,  1.55s/it, loss=0.724, pair=0.013, adv=3.526, sprd=0.023]
Ep 022/60 [S2:+mat]:  62%|█▊ | 208/333 [05:09<03:07,  1.50s/it, loss=0.724, pair=0.013, adv=3.526, sprd=0.023]
Ep 022/60 [S2:+mat]:  62%|█▊ | 208/333 [05:11<03:07,  1.50s/it, loss=0.770, pair=0.068, adv=3.823, sprd=0.021]
Ep 022/60 [S2:+mat]:  63%|█▉ | 209/333 [05:11<03:13,  1.56s/it, loss=0.770, pair=0.068, adv=3.823, sprd=0.021]
Ep 022/60 [S2:+mat]:  63%|█▉ | 209/333 [05:12<03:13,  1.56s/it, loss=0.740, pair=0.042, adv=3.876, sprd=0.026]
Ep 022/60 [S2:+mat]:  63%|█▉ | 210/333 [05:12<02:59,  1.46s/it, loss=0.740, pair=0.042, adv=3.876, sprd=0.026]
Ep 022/60 [S2:+mat]:  63%|█▉ | 210/333 [05:13<02:59,  1.46s/it, loss=0.713, pair=0.049, adv=3.554, sprd=0.019]
Ep 022/60 [S2:+mat]:  63%|█▉ | 211/333 [05:13<03:04,  1.51s/it, loss=0.713, pair=0.049, adv=3.554, sprd=0.019]
Ep 022/60 [S2:+mat]:  63%|█▉ | 211/333 [05:15<03:04,  1.51s/it, loss=0.740, pair=0.033, adv=3.352, sprd=0.024]
Ep 022/60 [S2:+mat]:  64%|█▉ | 212/333 [05:15<02:58,  1.48s/it, loss=0.740, pair=0.033, adv=3.352, sprd=0.024]
Ep 022/60 [S2:+mat]:  64%|█▉ | 212/333 [05:16<02:58,  1.48s/it, loss=0.736, pair=0.055, adv=3.409, sprd=0.022]
Ep 022/60 [S2:+mat]:  64%|█▉ | 213/333 [05:16<03:00,  1.51s/it, loss=0.736, pair=0.055, adv=3.409, sprd=0.022]
Ep 022/60 [S2:+mat]:  64%|█▉ | 213/333 [05:18<03:00,  1.51s/it, loss=0.939, pair=0.014, adv=3.717, sprd=0.025]
Ep 022/60 [S2:+mat]:  64%|█▉ | 214/333 [05:18<02:54,  1.47s/it, loss=0.939, pair=0.014, adv=3.717, sprd=0.025]
Ep 022/60 [S2:+mat]:  64%|█▉ | 214/333 [05:19<02:54,  1.47s/it, loss=0.778, pair=0.037, adv=3.458, sprd=0.025]
Ep 022/60 [S2:+mat]:  65%|█▉ | 215/333 [05:19<03:00,  1.53s/it, loss=0.778, pair=0.037, adv=3.458, sprd=0.025]
Ep 022/60 [S2:+mat]:  65%|█▉ | 215/333 [05:21<03:00,  1.53s/it, loss=0.740, pair=0.019, adv=3.937, sprd=0.023]
Ep 022/60 [S2:+mat]:  65%|█▉ | 216/333 [05:21<02:54,  1.49s/it, loss=0.740, pair=0.019, adv=3.937, sprd=0.023]
Ep 022/60 [S2:+mat]:  65%|█▉ | 216/333 [05:23<02:54,  1.49s/it, loss=0.737, pair=0.031, adv=3.409, sprd=0.026]
Ep 022/60 [S2:+mat]:  65%|█▉ | 217/333 [05:23<02:59,  1.55s/it, loss=0.737, pair=0.031, adv=3.409, sprd=0.026]
Ep 022/60 [S2:+mat]:  65%|█▉ | 217/333 [05:24<02:59,  1.55s/it, loss=0.730, pair=0.029, adv=3.809, sprd=0.024]
Ep 022/60 [S2:+mat]:  65%|█▉ | 218/333 [05:24<02:52,  1.50s/it, loss=0.730, pair=0.029, adv=3.809, sprd=0.024]
Ep 022/60 [S2:+mat]:  65%|█▉ | 218/333 [05:26<02:52,  1.50s/it, loss=0.731, pair=0.029, adv=3.351, sprd=0.022]
Ep 022/60 [S2:+mat]:  66%|█▉ | 219/333 [05:26<02:54,  1.53s/it, loss=0.731, pair=0.029, adv=3.351, sprd=0.022]
Ep 022/60 [S2:+mat]:  66%|█▉ | 219/333 [05:27<02:54,  1.53s/it, loss=0.727, pair=0.049, adv=3.424, sprd=0.021]
Ep 022/60 [S2:+mat]:  66%|█▉ | 220/333 [05:27<02:45,  1.47s/it, loss=0.727, pair=0.049, adv=3.424, sprd=0.021]
Ep 022/60 [S2:+mat]:  66%|█▉ | 220/333 [05:29<02:45,  1.47s/it, loss=0.742, pair=0.023, adv=3.760, sprd=0.028]
Ep 022/60 [S2:+mat]:  66%|█▉ | 221/333 [05:29<02:54,  1.55s/it, loss=0.742, pair=0.023, adv=3.760, sprd=0.028]
Ep 022/60 [S2:+mat]:  66%|█▉ | 221/333 [05:30<02:54,  1.55s/it, loss=0.743, pair=0.076, adv=3.503, sprd=0.022]
Ep 022/60 [S2:+mat]:  67%|██ | 222/333 [05:30<02:46,  1.50s/it, loss=0.743, pair=0.076, adv=3.503, sprd=0.022]
Ep 022/60 [S2:+mat]:  67%|██ | 222/333 [05:32<02:46,  1.50s/it, loss=0.759, pair=0.058, adv=3.379, sprd=0.024]
Ep 022/60 [S2:+mat]:  67%|██ | 223/333 [05:32<02:47,  1.53s/it, loss=0.759, pair=0.058, adv=3.379, sprd=0.024]
Ep 022/60 [S2:+mat]:  67%|██ | 223/333 [05:33<02:47,  1.53s/it, loss=0.720, pair=0.012, adv=3.543, sprd=0.022]
Ep 022/60 [S2:+mat]:  67%|██ | 224/333 [05:33<02:41,  1.48s/it, loss=0.720, pair=0.012, adv=3.543, sprd=0.022]
Ep 022/60 [S2:+mat]:  67%|██ | 224/333 [05:35<02:41,  1.48s/it, loss=0.720, pair=0.012, adv=3.237, sprd=0.023]
Ep 022/60 [S2:+mat]:  68%|██ | 225/333 [05:35<02:42,  1.51s/it, loss=0.720, pair=0.012, adv=3.237, sprd=0.023]
Ep 022/60 [S2:+mat]:  68%|██ | 225/333 [05:36<02:42,  1.51s/it, loss=0.763, pair=0.067, adv=3.543, sprd=0.027]
Ep 022/60 [S2:+mat]:  68%|██ | 226/333 [05:36<02:38,  1.48s/it, loss=0.763, pair=0.067, adv=3.543, sprd=0.027]
Ep 022/60 [S2:+mat]:  68%|██ | 226/333 [05:38<02:38,  1.48s/it, loss=0.717, pair=0.066, adv=3.024, sprd=0.023]
Ep 022/60 [S2:+mat]:  68%|██ | 227/333 [05:38<02:41,  1.53s/it, loss=0.717, pair=0.066, adv=3.024, sprd=0.023]
Ep 022/60 [S2:+mat]:  68%|██ | 227/333 [05:39<02:41,  1.53s/it, loss=0.757, pair=0.058, adv=3.438, sprd=0.029]
Ep 022/60 [S2:+mat]:  68%|██ | 228/333 [05:39<02:36,  1.49s/it, loss=0.757, pair=0.058, adv=3.438, sprd=0.029]
Ep 022/60 [S2:+mat]:  68%|██ | 228/333 [05:41<02:36,  1.49s/it, loss=0.722, pair=0.029, adv=3.503, sprd=0.021]
Ep 022/60 [S2:+mat]:  69%|██ | 229/333 [05:41<02:39,  1.54s/it, loss=0.722, pair=0.029, adv=3.503, sprd=0.021]
Ep 022/60 [S2:+mat]:  69%|██ | 229/333 [05:42<02:39,  1.54s/it, loss=0.733, pair=0.031, adv=3.678, sprd=0.025]
Ep 022/60 [S2:+mat]:  69%|██ | 230/333 [05:42<02:33,  1.49s/it, loss=0.733, pair=0.031, adv=3.678, sprd=0.025]
Ep 022/60 [S2:+mat]:  69%|██ | 230/333 [05:44<02:33,  1.49s/it, loss=0.723, pair=0.009, adv=3.809, sprd=0.025]
Ep 022/60 [S2:+mat]:  69%|██ | 231/333 [05:44<02:41,  1.58s/it, loss=0.723, pair=0.009, adv=3.809, sprd=0.025]
Ep 022/60 [S2:+mat]:  69%|██ | 231/333 [05:45<02:41,  1.58s/it, loss=0.703, pair=0.033, adv=3.170, sprd=0.021]
Ep 022/60 [S2:+mat]:  70%|██ | 232/333 [05:45<02:30,  1.49s/it, loss=0.703, pair=0.033, adv=3.170, sprd=0.021]
Ep 022/60 [S2:+mat]:  70%|██ | 232/333 [05:47<02:30,  1.49s/it, loss=0.759, pair=0.082, adv=3.414, sprd=0.026]
Ep 022/60 [S2:+mat]:  70%|██ | 233/333 [05:47<02:38,  1.59s/it, loss=0.759, pair=0.082, adv=3.414, sprd=0.026]
Ep 022/60 [S2:+mat]:  70%|██ | 233/333 [05:48<02:38,  1.59s/it, loss=0.759, pair=0.056, adv=3.390, sprd=0.029]
Ep 022/60 [S2:+mat]:  70%|██ | 234/333 [05:48<02:32,  1.54s/it, loss=0.759, pair=0.056, adv=3.390, sprd=0.029]
Ep 022/60 [S2:+mat]:  70%|██ | 234/333 [05:50<02:32,  1.54s/it, loss=0.745, pair=0.035, adv=3.305, sprd=0.030]
Ep 022/60 [S2:+mat]:  71%|██ | 235/333 [05:50<02:35,  1.58s/it, loss=0.745, pair=0.035, adv=3.305, sprd=0.030]
Ep 022/60 [S2:+mat]:  71%|██ | 235/333 [05:51<02:35,  1.58s/it, loss=0.743, pair=0.062, adv=3.397, sprd=0.023]
Ep 022/60 [S2:+mat]:  71%|██▏| 236/333 [05:51<02:26,  1.51s/it, loss=0.743, pair=0.062, adv=3.397, sprd=0.023]
Ep 022/60 [S2:+mat]:  71%|██▏| 236/333 [05:53<02:26,  1.51s/it, loss=0.752, pair=0.016, adv=3.651, sprd=0.028]
Ep 022/60 [S2:+mat]:  71%|██▏| 237/333 [05:53<02:27,  1.53s/it, loss=0.752, pair=0.016, adv=3.651, sprd=0.028]
Ep 022/60 [S2:+mat]:  71%|██▏| 237/333 [05:54<02:27,  1.53s/it, loss=0.730, pair=0.017, adv=3.498, sprd=0.023]
Ep 022/60 [S2:+mat]:  71%|██▏| 238/333 [05:54<02:21,  1.49s/it, loss=0.730, pair=0.017, adv=3.498, sprd=0.023]
Ep 022/60 [S2:+mat]:  71%|██▏| 238/333 [05:56<02:21,  1.49s/it, loss=0.708, pair=0.020, adv=3.155, sprd=0.022]
Ep 022/60 [S2:+mat]:  72%|██▏| 239/333 [05:56<02:23,  1.52s/it, loss=0.708, pair=0.020, adv=3.155, sprd=0.022]
Ep 022/60 [S2:+mat]:  72%|██▏| 239/333 [05:57<02:23,  1.52s/it, loss=0.734, pair=0.035, adv=3.483, sprd=0.021]
Ep 022/60 [S2:+mat]:  72%|██▏| 240/333 [05:57<02:18,  1.49s/it, loss=0.734, pair=0.035, adv=3.483, sprd=0.021]
Ep 022/60 [S2:+mat]:  72%|██▏| 240/333 [05:59<02:18,  1.49s/it, loss=0.722, pair=0.049, adv=3.693, sprd=0.020]
Ep 022/60 [S2:+mat]:  72%|██▏| 241/333 [05:59<02:24,  1.57s/it, loss=0.722, pair=0.049, adv=3.693, sprd=0.020]
Ep 022/60 [S2:+mat]:  72%|██▏| 241/333 [06:00<02:24,  1.57s/it, loss=0.733, pair=0.036, adv=3.430, sprd=0.019]
Ep 022/60 [S2:+mat]:  73%|██▏| 242/333 [06:00<02:17,  1.51s/it, loss=0.733, pair=0.036, adv=3.430, sprd=0.019]
Ep 022/60 [S2:+mat]:  73%|██▏| 242/333 [06:02<02:17,  1.51s/it, loss=0.753, pair=0.034, adv=3.640, sprd=0.025]
Ep 022/60 [S2:+mat]:  73%|██▏| 243/333 [06:02<02:20,  1.56s/it, loss=0.753, pair=0.034, adv=3.640, sprd=0.025]
Ep 022/60 [S2:+mat]:  73%|██▏| 243/333 [06:04<02:20,  1.56s/it, loss=0.739, pair=0.030, adv=3.662, sprd=0.018]
Ep 022/60 [S2:+mat]:  73%|██▏| 244/333 [06:04<02:13,  1.50s/it, loss=0.739, pair=0.030, adv=3.662, sprd=0.018]
Ep 022/60 [S2:+mat]:  73%|██▏| 244/333 [06:05<02:13,  1.50s/it, loss=0.789, pair=0.024, adv=3.666, sprd=0.018]
Ep 022/60 [S2:+mat]:  74%|██▏| 245/333 [06:05<02:15,  1.54s/it, loss=0.789, pair=0.024, adv=3.666, sprd=0.018]
Ep 022/60 [S2:+mat]:  74%|██▏| 245/333 [06:07<02:15,  1.54s/it, loss=0.751, pair=0.059, adv=3.476, sprd=0.028]
Ep 022/60 [S2:+mat]:  74%|██▏| 246/333 [06:07<02:10,  1.50s/it, loss=0.751, pair=0.059, adv=3.476, sprd=0.028]
Ep 022/60 [S2:+mat]:  74%|██▏| 246/333 [06:08<02:10,  1.50s/it, loss=0.708, pair=0.013, adv=3.633, sprd=0.021]
Ep 022/60 [S2:+mat]:  74%|██▏| 247/333 [06:08<02:12,  1.54s/it, loss=0.708, pair=0.013, adv=3.633, sprd=0.021]
Ep 022/60 [S2:+mat]:  74%|██▏| 247/333 [06:10<02:12,  1.54s/it, loss=0.724, pair=0.011, adv=3.503, sprd=0.024]
Ep 022/60 [S2:+mat]:  74%|██▏| 248/333 [06:10<02:07,  1.49s/it, loss=0.724, pair=0.011, adv=3.503, sprd=0.024]
Ep 022/60 [S2:+mat]:  74%|██▏| 248/333 [06:11<02:07,  1.49s/it, loss=0.712, pair=0.052, adv=3.290, sprd=0.018]
Ep 022/60 [S2:+mat]:  75%|██▏| 249/333 [06:11<02:07,  1.52s/it, loss=0.712, pair=0.052, adv=3.290, sprd=0.018]
Ep 022/60 [S2:+mat]:  75%|██▏| 249/333 [06:12<02:07,  1.52s/it, loss=0.724, pair=0.011, adv=3.757, sprd=0.024]
Ep 022/60 [S2:+mat]:  75%|██▎| 250/333 [06:12<02:00,  1.45s/it, loss=0.724, pair=0.011, adv=3.757, sprd=0.024]
Ep 022/60 [S2:+mat]:  75%|██▎| 250/333 [06:14<02:00,  1.45s/it, loss=0.834, pair=0.051, adv=3.350, sprd=0.029]
Ep 022/60 [S2:+mat]:  75%|██▎| 251/333 [06:14<02:04,  1.51s/it, loss=0.834, pair=0.051, adv=3.350, sprd=0.029]
Ep 022/60 [S2:+mat]:  75%|██▎| 251/333 [06:15<02:04,  1.51s/it, loss=0.739, pair=0.040, adv=3.366, sprd=0.023]
Ep 022/60 [S2:+mat]:  76%|██▎| 252/333 [06:15<01:59,  1.47s/it, loss=0.739, pair=0.040, adv=3.366, sprd=0.023]
Ep 022/60 [S2:+mat]:  76%|██▎| 252/333 [06:17<01:59,  1.47s/it, loss=0.832, pair=0.043, adv=3.717, sprd=0.026]
Ep 022/60 [S2:+mat]:  76%|██▎| 253/333 [06:17<02:03,  1.54s/it, loss=0.832, pair=0.043, adv=3.717, sprd=0.026]
Ep 022/60 [S2:+mat]:  76%|██▎| 253/333 [06:19<02:03,  1.54s/it, loss=0.726, pair=0.025, adv=3.406, sprd=0.024]
Ep 022/60 [S2:+mat]:  76%|██▎| 254/333 [06:19<01:58,  1.49s/it, loss=0.726, pair=0.025, adv=3.406, sprd=0.024]
Ep 022/60 [S2:+mat]:  76%|██▎| 254/333 [06:20<01:58,  1.49s/it, loss=0.730, pair=0.009, adv=3.629, sprd=0.023]
Ep 022/60 [S2:+mat]:  77%|██▎| 255/333 [06:20<02:01,  1.56s/it, loss=0.730, pair=0.009, adv=3.629, sprd=0.023]
Ep 022/60 [S2:+mat]:  77%|██▎| 255/333 [06:22<02:01,  1.56s/it, loss=0.725, pair=0.022, adv=3.507, sprd=0.021]
Ep 022/60 [S2:+mat]:  77%|██▎| 256/333 [06:22<01:55,  1.50s/it, loss=0.725, pair=0.022, adv=3.507, sprd=0.021]
Ep 022/60 [S2:+mat]:  77%|██▎| 256/333 [06:23<01:55,  1.50s/it, loss=0.737, pair=0.045, adv=3.996, sprd=0.024]
Ep 022/60 [S2:+mat]:  77%|██▎| 257/333 [06:23<01:59,  1.57s/it, loss=0.737, pair=0.045, adv=3.996, sprd=0.024]
Ep 022/60 [S2:+mat]:  77%|██▎| 257/333 [06:25<01:59,  1.57s/it, loss=0.723, pair=0.029, adv=3.930, sprd=0.024]
Ep 022/60 [S2:+mat]:  77%|██▎| 258/333 [06:25<01:52,  1.51s/it, loss=0.723, pair=0.029, adv=3.930, sprd=0.024]
Ep 022/60 [S2:+mat]:  77%|██▎| 258/333 [06:27<01:52,  1.51s/it, loss=0.739, pair=0.038, adv=3.092, sprd=0.029]
Ep 022/60 [S2:+mat]:  78%|██▎| 259/333 [06:27<01:57,  1.59s/it, loss=0.739, pair=0.038, adv=3.092, sprd=0.029]
Ep 022/60 [S2:+mat]:  78%|██▎| 259/333 [06:28<01:57,  1.59s/it, loss=0.770, pair=0.049, adv=3.622, sprd=0.032]
Ep 022/60 [S2:+mat]:  78%|██▎| 260/333 [06:28<01:53,  1.56s/it, loss=0.770, pair=0.049, adv=3.622, sprd=0.032]
Ep 022/60 [S2:+mat]:  78%|██▎| 260/333 [06:30<01:53,  1.56s/it, loss=0.710, pair=0.014, adv=3.948, sprd=0.021]
Ep 022/60 [S2:+mat]:  78%|██▎| 261/333 [06:30<01:55,  1.60s/it, loss=0.710, pair=0.014, adv=3.948, sprd=0.021]
Ep 022/60 [S2:+mat]:  78%|██▎| 261/333 [06:31<01:55,  1.60s/it, loss=0.713, pair=0.032, adv=3.369, sprd=0.020]
Ep 022/60 [S2:+mat]:  79%|██▎| 262/333 [06:31<01:48,  1.53s/it, loss=0.713, pair=0.032, adv=3.369, sprd=0.020]
Ep 022/60 [S2:+mat]:  79%|██▎| 262/333 [06:33<01:48,  1.53s/it, loss=0.703, pair=0.033, adv=3.236, sprd=0.019]
Ep 022/60 [S2:+mat]:  79%|██▎| 263/333 [06:33<01:47,  1.54s/it, loss=0.703, pair=0.033, adv=3.236, sprd=0.019]
Ep 022/60 [S2:+mat]:  79%|██▎| 263/333 [06:34<01:47,  1.54s/it, loss=0.743, pair=0.031, adv=3.691, sprd=0.028]
Ep 022/60 [S2:+mat]:  79%|██▍| 264/333 [06:34<01:43,  1.51s/it, loss=0.743, pair=0.031, adv=3.691, sprd=0.028]
Ep 022/60 [S2:+mat]:  79%|██▍| 264/333 [06:36<01:43,  1.51s/it, loss=0.728, pair=0.020, adv=3.629, sprd=0.022]
Ep 022/60 [S2:+mat]:  80%|██▍| 265/333 [06:36<01:45,  1.55s/it, loss=0.728, pair=0.020, adv=3.629, sprd=0.022]
Ep 022/60 [S2:+mat]:  80%|██▍| 265/333 [06:37<01:45,  1.55s/it, loss=0.728, pair=0.005, adv=3.758, sprd=0.026]
Ep 022/60 [S2:+mat]:  80%|██▍| 266/333 [06:37<01:41,  1.51s/it, loss=0.728, pair=0.005, adv=3.758, sprd=0.026]
Ep 022/60 [S2:+mat]:  80%|██▍| 266/333 [06:39<01:41,  1.51s/it, loss=0.715, pair=0.014, adv=3.457, sprd=0.021]
Ep 022/60 [S2:+mat]:  80%|██▍| 267/333 [06:39<01:42,  1.55s/it, loss=0.715, pair=0.014, adv=3.457, sprd=0.021]
Ep 022/60 [S2:+mat]:  80%|██▍| 267/333 [06:40<01:42,  1.55s/it, loss=0.716, pair=0.005, adv=3.557, sprd=0.023]
Ep 022/60 [S2:+mat]:  80%|██▍| 268/333 [06:40<01:37,  1.50s/it, loss=0.716, pair=0.005, adv=3.557, sprd=0.023]
Ep 022/60 [S2:+mat]:  80%|██▍| 268/333 [06:42<01:37,  1.50s/it, loss=0.733, pair=0.027, adv=3.613, sprd=0.025]
Ep 022/60 [S2:+mat]:  81%|██▍| 269/333 [06:42<01:39,  1.55s/it, loss=0.733, pair=0.027, adv=3.613, sprd=0.025]
Ep 022/60 [S2:+mat]:  81%|██▍| 269/333 [06:43<01:39,  1.55s/it, loss=0.749, pair=0.025, adv=3.532, sprd=0.029]
Ep 022/60 [S2:+mat]:  81%|██▍| 270/333 [06:43<01:35,  1.51s/it, loss=0.749, pair=0.025, adv=3.532, sprd=0.029]
Ep 022/60 [S2:+mat]:  81%|██▍| 270/333 [06:45<01:35,  1.51s/it, loss=0.782, pair=0.066, adv=3.752, sprd=0.032]
Ep 022/60 [S2:+mat]:  81%|██▍| 271/333 [06:45<01:38,  1.59s/it, loss=0.782, pair=0.066, adv=3.752, sprd=0.032]
Ep 022/60 [S2:+mat]:  81%|██▍| 271/333 [06:46<01:38,  1.59s/it, loss=0.724, pair=0.041, adv=3.720, sprd=0.021]
Ep 022/60 [S2:+mat]:  82%|██▍| 272/333 [06:46<01:32,  1.52s/it, loss=0.724, pair=0.041, adv=3.720, sprd=0.021]
Ep 022/60 [S2:+mat]:  82%|██▍| 272/333 [06:48<01:32,  1.52s/it, loss=0.718, pair=0.030, adv=3.571, sprd=0.023]
Ep 022/60 [S2:+mat]:  82%|██▍| 273/333 [06:48<01:34,  1.57s/it, loss=0.718, pair=0.030, adv=3.571, sprd=0.023]
Ep 022/60 [S2:+mat]:  82%|██▍| 273/333 [06:49<01:34,  1.57s/it, loss=0.743, pair=0.022, adv=3.346, sprd=0.025]
Ep 022/60 [S2:+mat]:  82%|██▍| 274/333 [06:49<01:29,  1.52s/it, loss=0.743, pair=0.022, adv=3.346, sprd=0.025]
Ep 022/60 [S2:+mat]:  82%|██▍| 274/333 [06:51<01:29,  1.52s/it, loss=0.754, pair=0.047, adv=3.562, sprd=0.025]
Ep 022/60 [S2:+mat]:  83%|██▍| 275/333 [06:51<01:30,  1.57s/it, loss=0.754, pair=0.047, adv=3.562, sprd=0.025]
Ep 022/60 [S2:+mat]:  83%|██▍| 275/333 [06:53<01:30,  1.57s/it, loss=0.725, pair=0.019, adv=3.607, sprd=0.019]
Ep 022/60 [S2:+mat]:  83%|██▍| 276/333 [06:53<01:26,  1.51s/it, loss=0.725, pair=0.019, adv=3.607, sprd=0.019]
Ep 022/60 [S2:+mat]:  83%|██▍| 276/333 [06:54<01:26,  1.51s/it, loss=0.708, pair=0.042, adv=3.201, sprd=0.022]
Ep 022/60 [S2:+mat]:  83%|██▍| 277/333 [06:54<01:23,  1.50s/it, loss=0.708, pair=0.042, adv=3.201, sprd=0.022]
Ep 022/60 [S2:+mat]:  83%|██▍| 277/333 [06:55<01:23,  1.50s/it, loss=0.735, pair=0.017, adv=3.244, sprd=0.021]
Ep 022/60 [S2:+mat]:  83%|██▌| 278/333 [06:55<01:19,  1.45s/it, loss=0.735, pair=0.017, adv=3.244, sprd=0.021]
Ep 022/60 [S2:+mat]:  83%|██▌| 278/333 [06:57<01:19,  1.45s/it, loss=0.715, pair=0.010, adv=3.583, sprd=0.019]
Ep 022/60 [S2:+mat]:  84%|██▌| 279/333 [06:57<01:21,  1.51s/it, loss=0.715, pair=0.010, adv=3.583, sprd=0.019]
Ep 022/60 [S2:+mat]:  84%|██▌| 279/333 [06:58<01:21,  1.51s/it, loss=0.740, pair=0.049, adv=3.575, sprd=0.025]
Ep 022/60 [S2:+mat]:  84%|██▌| 280/333 [06:58<01:18,  1.47s/it, loss=0.740, pair=0.049, adv=3.575, sprd=0.025]
Ep 022/60 [S2:+mat]:  84%|██▌| 280/333 [07:00<01:18,  1.47s/it, loss=0.904, pair=0.068, adv=3.628, sprd=0.035]
Ep 022/60 [S2:+mat]:  84%|██▌| 281/333 [07:00<01:21,  1.57s/it, loss=0.904, pair=0.068, adv=3.628, sprd=0.035]
Ep 022/60 [S2:+mat]:  84%|██▌| 281/333 [07:01<01:21,  1.57s/it, loss=0.709, pair=0.009, adv=3.365, sprd=0.019]
Ep 022/60 [S2:+mat]:  85%|██▌| 282/333 [07:01<01:16,  1.50s/it, loss=0.709, pair=0.009, adv=3.365, sprd=0.019]
Ep 022/60 [S2:+mat]:  85%|██▌| 282/333 [07:03<01:16,  1.50s/it, loss=0.726, pair=0.041, adv=3.401, sprd=0.020]
Ep 022/60 [S2:+mat]:  85%|██▌| 283/333 [07:03<01:19,  1.58s/it, loss=0.726, pair=0.041, adv=3.401, sprd=0.020]
Ep 022/60 [S2:+mat]:  85%|██▌| 283/333 [07:05<01:19,  1.58s/it, loss=0.745, pair=0.039, adv=3.466, sprd=0.029]
Ep 022/60 [S2:+mat]:  85%|██▌| 284/333 [07:05<01:15,  1.53s/it, loss=0.745, pair=0.039, adv=3.466, sprd=0.029]
Ep 022/60 [S2:+mat]:  85%|██▌| 284/333 [07:06<01:15,  1.53s/it, loss=0.718, pair=0.007, adv=3.272, sprd=0.024]
Ep 022/60 [S2:+mat]:  86%|██▌| 285/333 [07:06<01:14,  1.55s/it, loss=0.718, pair=0.007, adv=3.272, sprd=0.024]
Ep 022/60 [S2:+mat]:  86%|██▌| 285/333 [07:08<01:14,  1.55s/it, loss=0.842, pair=0.011, adv=3.369, sprd=0.024]
Ep 022/60 [S2:+mat]:  86%|██▌| 286/333 [07:08<01:10,  1.50s/it, loss=0.842, pair=0.011, adv=3.369, sprd=0.024]
Ep 022/60 [S2:+mat]:  86%|██▌| 286/333 [07:09<01:10,  1.50s/it, loss=0.795, pair=0.175, adv=3.573, sprd=0.030]
Ep 022/60 [S2:+mat]:  86%|██▌| 287/333 [07:09<01:11,  1.56s/it, loss=0.795, pair=0.175, adv=3.573, sprd=0.030]
Ep 022/60 [S2:+mat]:  86%|██▌| 287/333 [07:11<01:11,  1.56s/it, loss=0.712, pair=0.014, adv=3.491, sprd=0.021]
Ep 022/60 [S2:+mat]:  86%|██▌| 288/333 [07:11<01:07,  1.50s/it, loss=0.712, pair=0.014, adv=3.491, sprd=0.021]
Ep 022/60 [S2:+mat]:  86%|██▌| 288/333 [07:12<01:07,  1.50s/it, loss=0.982, pair=0.876, adv=3.798, sprd=0.025]
Ep 022/60 [S2:+mat]:  87%|██▌| 289/333 [07:12<01:08,  1.56s/it, loss=0.982, pair=0.876, adv=3.798, sprd=0.025]
Ep 022/60 [S2:+mat]:  87%|██▌| 289/333 [07:14<01:08,  1.56s/it, loss=0.760, pair=0.025, adv=3.708, sprd=0.028]
Ep 022/60 [S2:+mat]:  87%|██▌| 290/333 [07:14<01:04,  1.51s/it, loss=0.760, pair=0.025, adv=3.708, sprd=0.028]
Ep 022/60 [S2:+mat]:  87%|██▌| 290/333 [07:16<01:04,  1.51s/it, loss=0.744, pair=0.030, adv=3.445, sprd=0.025]
Ep 022/60 [S2:+mat]:  87%|██▌| 291/333 [07:16<01:07,  1.60s/it, loss=0.744, pair=0.030, adv=3.445, sprd=0.025]
Ep 022/60 [S2:+mat]:  87%|██▌| 291/333 [07:17<01:07,  1.60s/it, loss=0.731, pair=0.024, adv=3.380, sprd=0.024]
Ep 022/60 [S2:+mat]:  88%|██▋| 292/333 [07:17<01:02,  1.53s/it, loss=0.731, pair=0.024, adv=3.380, sprd=0.024]
Ep 022/60 [S2:+mat]:  88%|██▋| 292/333 [07:19<01:02,  1.53s/it, loss=0.794, pair=0.039, adv=3.487, sprd=0.018]
Ep 022/60 [S2:+mat]:  88%|██▋| 293/333 [07:19<01:01,  1.55s/it, loss=0.794, pair=0.039, adv=3.487, sprd=0.018]
Ep 022/60 [S2:+mat]:  88%|██▋| 293/333 [07:20<01:01,  1.55s/it, loss=0.691, pair=0.005, adv=3.130, sprd=0.020]
Ep 022/60 [S2:+mat]:  88%|██▋| 294/333 [07:20<00:57,  1.46s/it, loss=0.691, pair=0.005, adv=3.130, sprd=0.020]
Ep 022/60 [S2:+mat]:  88%|██▋| 294/333 [07:21<00:57,  1.46s/it, loss=0.719, pair=0.014, adv=3.653, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 295/333 [07:21<00:56,  1.50s/it, loss=0.719, pair=0.014, adv=3.653, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 295/333 [07:23<00:56,  1.50s/it, loss=0.728, pair=0.009, adv=3.716, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 296/333 [07:23<00:54,  1.46s/it, loss=0.728, pair=0.009, adv=3.716, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 296/333 [07:25<00:54,  1.46s/it, loss=0.726, pair=0.017, adv=3.536, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 297/333 [07:25<00:55,  1.55s/it, loss=0.726, pair=0.017, adv=3.536, sprd=0.023]
Ep 022/60 [S2:+mat]:  89%|██▋| 297/333 [07:26<00:55,  1.55s/it, loss=0.694, pair=0.012, adv=3.115, sprd=0.020]
Ep 022/60 [S2:+mat]:  89%|██▋| 298/333 [07:26<00:51,  1.48s/it, loss=0.694, pair=0.012, adv=3.115, sprd=0.020]
Ep 022/60 [S2:+mat]:  89%|██▋| 298/333 [07:28<00:51,  1.48s/it, loss=0.790, pair=0.038, adv=3.390, sprd=0.037]
Ep 022/60 [S2:+mat]:  90%|██▋| 299/333 [07:28<00:53,  1.58s/it, loss=0.790, pair=0.038, adv=3.390, sprd=0.037]
Ep 022/60 [S2:+mat]:  90%|██▋| 299/333 [07:29<00:53,  1.58s/it, loss=0.764, pair=0.006, adv=3.398, sprd=0.019]
Ep 022/60 [S2:+mat]:  90%|██▋| 300/333 [07:29<00:49,  1.50s/it, loss=0.764, pair=0.006, adv=3.398, sprd=0.019]
Ep 022/60 [S2:+mat]:  90%|██▋| 300/333 [07:31<00:49,  1.50s/it, loss=0.707, pair=0.003, adv=3.458, sprd=0.021]
Ep 022/60 [S2:+mat]:  90%|██▋| 301/333 [07:31<00:49,  1.55s/it, loss=0.707, pair=0.003, adv=3.458, sprd=0.021]
Ep 022/60 [S2:+mat]:  90%|██▋| 301/333 [07:32<00:49,  1.55s/it, loss=0.690, pair=0.014, adv=2.976, sprd=0.023]
Ep 022/60 [S2:+mat]:  91%|██▋| 302/333 [07:32<00:46,  1.49s/it, loss=0.690, pair=0.014, adv=2.976, sprd=0.023]
Ep 022/60 [S2:+mat]:  91%|██▋| 302/333 [07:34<00:46,  1.49s/it, loss=0.761, pair=0.034, adv=3.199, sprd=0.034]
Ep 022/60 [S2:+mat]:  91%|██▋| 303/333 [07:34<00:46,  1.56s/it, loss=0.761, pair=0.034, adv=3.199, sprd=0.034]
Ep 022/60 [S2:+mat]:  91%|██▋| 303/333 [07:35<00:46,  1.56s/it, loss=0.765, pair=0.022, adv=3.673, sprd=0.032]
Ep 022/60 [S2:+mat]:  91%|██▋| 304/333 [07:35<00:42,  1.48s/it, loss=0.765, pair=0.022, adv=3.673, sprd=0.032]
Ep 022/60 [S2:+mat]:  91%|██▋| 304/333 [07:37<00:42,  1.48s/it, loss=0.725, pair=0.013, adv=3.577, sprd=0.022]
Ep 022/60 [S2:+mat]:  92%|██▋| 305/333 [07:37<00:43,  1.54s/it, loss=0.725, pair=0.013, adv=3.577, sprd=0.022]
Ep 022/60 [S2:+mat]:  92%|██▋| 305/333 [07:38<00:43,  1.54s/it, loss=0.742, pair=0.013, adv=3.479, sprd=0.030]
Ep 022/60 [S2:+mat]:  92%|██▊| 306/333 [07:38<00:41,  1.52s/it, loss=0.742, pair=0.013, adv=3.479, sprd=0.030]
Ep 022/60 [S2:+mat]:  92%|██▊| 306/333 [07:40<00:41,  1.52s/it, loss=0.719, pair=0.014, adv=3.315, sprd=0.023]
Ep 022/60 [S2:+mat]:  92%|██▊| 307/333 [07:40<00:40,  1.57s/it, loss=0.719, pair=0.014, adv=3.315, sprd=0.023]
Ep 022/60 [S2:+mat]:  92%|██▊| 307/333 [07:41<00:40,  1.57s/it, loss=0.738, pair=0.012, adv=3.535, sprd=0.028]
Ep 022/60 [S2:+mat]:  92%|██▊| 308/333 [07:41<00:38,  1.53s/it, loss=0.738, pair=0.012, adv=3.535, sprd=0.028]
Ep 022/60 [S2:+mat]:  92%|██▊| 308/333 [07:43<00:38,  1.53s/it, loss=0.712, pair=0.006, adv=3.371, sprd=0.021]
Ep 022/60 [S2:+mat]:  93%|██▊| 309/333 [07:43<00:37,  1.57s/it, loss=0.712, pair=0.006, adv=3.371, sprd=0.021]
Ep 022/60 [S2:+mat]:  93%|██▊| 309/333 [07:44<00:37,  1.57s/it, loss=0.724, pair=0.001, adv=3.488, sprd=0.025]
Ep 022/60 [S2:+mat]:  93%|██▊| 310/333 [07:44<00:35,  1.53s/it, loss=0.724, pair=0.001, adv=3.488, sprd=0.025]
Ep 022/60 [S2:+mat]:  93%|██▊| 310/333 [07:46<00:35,  1.53s/it, loss=0.730, pair=0.004, adv=3.623, sprd=0.026]
Ep 022/60 [S2:+mat]:  93%|██▊| 311/333 [07:46<00:34,  1.58s/it, loss=0.730, pair=0.004, adv=3.623, sprd=0.026]
Ep 022/60 [S2:+mat]:  93%|██▊| 311/333 [07:47<00:34,  1.58s/it, loss=0.734, pair=0.002, adv=3.430, sprd=0.018]
Ep 022/60 [S2:+mat]:  94%|██▊| 312/333 [07:47<00:31,  1.50s/it, loss=0.734, pair=0.002, adv=3.430, sprd=0.018]
Ep 022/60 [S2:+mat]:  94%|██▊| 312/333 [07:49<00:31,  1.50s/it, loss=0.740, pair=0.008, adv=3.619, sprd=0.027]
Ep 022/60 [S2:+mat]:  94%|██▊| 313/333 [07:49<00:31,  1.57s/it, loss=0.740, pair=0.008, adv=3.619, sprd=0.027]
Ep 022/60 [S2:+mat]:  94%|██▊| 313/333 [07:51<00:31,  1.57s/it, loss=0.729, pair=0.016, adv=3.528, sprd=0.024]
Ep 022/60 [S2:+mat]:  94%|██▊| 314/333 [07:51<00:28,  1.52s/it, loss=0.729, pair=0.016, adv=3.528, sprd=0.024]
Ep 022/60 [S2:+mat]:  94%|██▊| 314/333 [07:52<00:28,  1.52s/it, loss=0.716, pair=0.013, adv=3.507, sprd=0.022]
Ep 022/60 [S2:+mat]:  95%|██▊| 315/333 [07:52<00:28,  1.57s/it, loss=0.716, pair=0.013, adv=3.507, sprd=0.022]
Ep 022/60 [S2:+mat]:  95%|██▊| 315/333 [07:54<00:28,  1.57s/it, loss=0.736, pair=0.007, adv=3.553, sprd=0.029]
Ep 022/60 [S2:+mat]:  95%|██▊| 316/333 [07:54<00:25,  1.53s/it, loss=0.736, pair=0.007, adv=3.553, sprd=0.029]
Ep 022/60 [S2:+mat]:  95%|██▊| 316/333 [07:55<00:25,  1.53s/it, loss=0.742, pair=0.007, adv=3.420, sprd=0.028]
Ep 022/60 [S2:+mat]:  95%|██▊| 317/333 [07:55<00:25,  1.57s/it, loss=0.742, pair=0.007, adv=3.420, sprd=0.028]
Ep 022/60 [S2:+mat]:  95%|██▊| 317/333 [07:57<00:25,  1.57s/it, loss=0.747, pair=0.029, adv=3.673, sprd=0.028]
Ep 022/60 [S2:+mat]:  95%|██▊| 318/333 [07:57<00:22,  1.48s/it, loss=0.747, pair=0.029, adv=3.673, sprd=0.028]
Ep 022/60 [S2:+mat]:  95%|██▊| 318/333 [07:58<00:22,  1.48s/it, loss=0.729, pair=0.043, adv=3.388, sprd=0.023]
Ep 022/60 [S2:+mat]:  96%|██▊| 319/333 [07:58<00:21,  1.53s/it, loss=0.729, pair=0.043, adv=3.388, sprd=0.023]
Ep 022/60 [S2:+mat]:  96%|██▊| 319/333 [08:00<00:21,  1.53s/it, loss=0.751, pair=0.014, adv=3.635, sprd=0.020]
Ep 022/60 [S2:+mat]:  96%|██▉| 320/333 [08:00<00:19,  1.48s/it, loss=0.751, pair=0.014, adv=3.635, sprd=0.020]
Ep 022/60 [S2:+mat]:  96%|██▉| 320/333 [08:01<00:19,  1.48s/it, loss=0.776, pair=0.012, adv=3.319, sprd=0.022]
Ep 022/60 [S2:+mat]:  96%|██▉| 321/333 [08:01<00:18,  1.53s/it, loss=0.776, pair=0.012, adv=3.319, sprd=0.022]
Ep 022/60 [S2:+mat]:  96%|██▉| 321/333 [08:03<00:18,  1.53s/it, loss=0.733, pair=0.003, adv=3.783, sprd=0.026]
Ep 022/60 [S2:+mat]:  97%|██▉| 322/333 [08:03<00:16,  1.50s/it, loss=0.733, pair=0.003, adv=3.783, sprd=0.026]
Ep 022/60 [S2:+mat]:  97%|██▉| 322/333 [08:04<00:16,  1.50s/it, loss=0.707, pair=0.007, adv=3.124, sprd=0.025]
Ep 022/60 [S2:+mat]:  97%|██▉| 323/333 [08:04<00:15,  1.57s/it, loss=0.707, pair=0.007, adv=3.124, sprd=0.025]
Ep 022/60 [S2:+mat]:  97%|██▉| 323/333 [08:06<00:15,  1.57s/it, loss=0.711, pair=0.004, adv=3.425, sprd=0.021]
Ep 022/60 [S2:+mat]:  97%|██▉| 324/333 [08:06<00:13,  1.50s/it, loss=0.711, pair=0.004, adv=3.425, sprd=0.021]
Ep 022/60 [S2:+mat]:  97%|██▉| 324/333 [08:07<00:13,  1.50s/it, loss=0.743, pair=0.004, adv=3.539, sprd=0.025]
Ep 022/60 [S2:+mat]:  98%|██▉| 325/333 [08:07<00:12,  1.57s/it, loss=0.743, pair=0.004, adv=3.539, sprd=0.025]
Ep 022/60 [S2:+mat]:  98%|██▉| 325/333 [08:09<00:12,  1.57s/it, loss=0.737, pair=0.101, adv=3.383, sprd=0.019]
Ep 022/60 [S2:+mat]:  98%|██▉| 326/333 [08:09<00:10,  1.50s/it, loss=0.737, pair=0.101, adv=3.383, sprd=0.019]
Ep 022/60 [S2:+mat]:  98%|██▉| 326/333 [08:11<00:10,  1.50s/it, loss=0.746, pair=0.030, adv=3.401, sprd=0.022]
Ep 022/60 [S2:+mat]:  98%|██▉| 327/333 [08:11<00:09,  1.57s/it, loss=0.746, pair=0.030, adv=3.401, sprd=0.022]
Ep 022/60 [S2:+mat]:  98%|██▉| 327/333 [08:12<00:09,  1.57s/it, loss=0.705, pair=0.015, adv=3.182, sprd=0.023]
Ep 022/60 [S2:+mat]:  98%|██▉| 328/333 [08:12<00:07,  1.50s/it, loss=0.705, pair=0.015, adv=3.182, sprd=0.023]
Ep 022/60 [S2:+mat]:  98%|██▉| 328/333 [08:14<00:07,  1.50s/it, loss=0.689, pair=0.001, adv=3.173, sprd=0.021]
Ep 022/60 [S2:+mat]:  99%|██▉| 329/333 [08:14<00:06,  1.55s/it, loss=0.689, pair=0.001, adv=3.173, sprd=0.021]
Ep 022/60 [S2:+mat]:  99%|██▉| 329/333 [08:15<00:06,  1.55s/it, loss=0.730, pair=0.004, adv=3.403, sprd=0.023]
Ep 022/60 [S2:+mat]:  99%|██▉| 330/333 [08:15<00:04,  1.50s/it, loss=0.730, pair=0.004, adv=3.403, sprd=0.023]
Ep 022/60 [S2:+mat]:  99%|██▉| 330/333 [08:17<00:04,  1.50s/it, loss=0.732, pair=0.014, adv=3.655, sprd=0.025]
Ep 022/60 [S2:+mat]:  99%|██▉| 331/333 [08:17<00:03,  1.57s/it, loss=0.732, pair=0.014, adv=3.655, sprd=0.025]
Ep 022/60 [S2:+mat]:  99%|██▉| 331/333 [08:18<00:03,  1.57s/it, loss=0.720, pair=0.013, adv=3.504, sprd=0.023]
Ep 022/60 [S2:+mat]: 100%|██▉| 332/333 [08:18<00:01,  1.48s/it, loss=0.720, pair=0.013, adv=3.504, sprd=0.023]
Ep 022/60 [S2:+mat]: 100%|██▉| 332/333 [08:20<00:01,  1.48s/it, loss=0.732, pair=0.021, adv=3.222, sprd=0.020]
Ep 022/60 [S2:+mat]: 100%|███| 333/333 [08:20<00:00,  1.51s/it, loss=0.732, pair=0.021, adv=3.222, sprd=0.020]
                                                                                                              
Epoch 022/60 [S2:+mat]  loss=0.7411  mat=0.3251  sens=1.0425  pair=0.0395  adv=3.5365(rand=3.37)  deg=0.0082  orth=0.0094  spread=0.0239  q_mean=51.0  q_std=15.8  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.41e-05  500s

Ep 023/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 023/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.793, pair=0.019, adv=3.256, sprd=0.022]
Ep 023/60 [S2:+mat]:   0%|     | 1/333 [00:01<10:49,  1.96s/it, loss=0.793, pair=0.019, adv=3.256, sprd=0.022]
Ep 023/60 [S2:+mat]:   0%|     | 1/333 [00:03<10:49,  1.96s/it, loss=0.741, pair=0.028, adv=3.326, sprd=0.028]
Ep 023/60 [S2:+mat]:   1%|     | 2/333 [00:03<09:03,  1.64s/it, loss=0.741, pair=0.028, adv=3.326, sprd=0.028]
Ep 023/60 [S2:+mat]:   1%|     | 2/333 [00:05<09:03,  1.64s/it, loss=0.711, pair=0.008, adv=3.200, sprd=0.025]
Ep 023/60 [S2:+mat]:   1%|     | 3/333 [00:05<09:05,  1.65s/it, loss=0.711, pair=0.008, adv=3.200, sprd=0.025]
Ep 023/60 [S2:+mat]:   1%|     | 3/333 [00:06<09:05,  1.65s/it, loss=0.717, pair=0.016, adv=3.370, sprd=0.022]
Ep 023/60 [S2:+mat]:   1%|     | 4/333 [00:06<08:27,  1.54s/it, loss=0.717, pair=0.016, adv=3.370, sprd=0.022]
Ep 023/60 [S2:+mat]:   1%|     | 4/333 [00:08<08:27,  1.54s/it, loss=0.724, pair=0.022, adv=3.326, sprd=0.022]
Ep 023/60 [S2:+mat]:   2%|     | 5/333 [00:08<08:41,  1.59s/it, loss=0.724, pair=0.022, adv=3.326, sprd=0.022]
Ep 023/60 [S2:+mat]:   2%|     | 5/333 [00:09<08:41,  1.59s/it, loss=0.753, pair=0.009, adv=3.510, sprd=0.029]
Ep 023/60 [S2:+mat]:   2%|     | 6/333 [00:09<08:22,  1.54s/it, loss=0.753, pair=0.009, adv=3.510, sprd=0.029]
Ep 023/60 [S2:+mat]:   2%|     | 6/333 [00:11<08:22,  1.54s/it, loss=0.749, pair=0.013, adv=3.700, sprd=0.028]
Ep 023/60 [S2:+mat]:   2%|     | 7/333 [00:11<08:45,  1.61s/it, loss=0.749, pair=0.013, adv=3.700, sprd=0.028]
Ep 023/60 [S2:+mat]:   2%|     | 7/333 [00:12<08:45,  1.61s/it, loss=0.737, pair=0.010, adv=3.426, sprd=0.027]
Ep 023/60 [S2:+mat]:   2%|     | 8/333 [00:12<08:23,  1.55s/it, loss=0.737, pair=0.010, adv=3.426, sprd=0.027]
Ep 023/60 [S2:+mat]:   2%|     | 8/333 [00:14<08:23,  1.55s/it, loss=0.740, pair=0.007, adv=3.772, sprd=0.024]
Ep 023/60 [S2:+mat]:   3%|▏    | 9/333 [00:14<08:42,  1.61s/it, loss=0.740, pair=0.007, adv=3.772, sprd=0.024]
Ep 023/60 [S2:+mat]:   3%|▏    | 9/333 [00:15<08:42,  1.61s/it, loss=0.728, pair=0.020, adv=3.460, sprd=0.025]
Ep 023/60 [S2:+mat]:   3%|    | 10/333 [00:15<08:19,  1.55s/it, loss=0.728, pair=0.020, adv=3.460, sprd=0.025]
Ep 023/60 [S2:+mat]:   3%|    | 10/333 [00:17<08:19,  1.55s/it, loss=0.731, pair=0.034, adv=3.376, sprd=0.023]
Ep 023/60 [S2:+mat]:   3%|▏   | 11/333 [00:17<08:27,  1.58s/it, loss=0.731, pair=0.034, adv=3.376, sprd=0.023]
Ep 023/60 [S2:+mat]:   3%|▏   | 11/333 [00:18<08:27,  1.58s/it, loss=1.327, pair=1.947, adv=3.762, sprd=0.029]
Ep 023/60 [S2:+mat]:   4%|▏   | 12/333 [00:18<07:59,  1.49s/it, loss=1.327, pair=1.947, adv=3.762, sprd=0.029]
Ep 023/60 [S2:+mat]:   4%|▏   | 12/333 [00:20<07:59,  1.49s/it, loss=0.726, pair=0.028, adv=3.470, sprd=0.021]
Ep 023/60 [S2:+mat]:   4%|▏   | 13/333 [00:20<08:15,  1.55s/it, loss=0.726, pair=0.028, adv=3.470, sprd=0.021]
Ep 023/60 [S2:+mat]:   4%|▏   | 13/333 [00:21<08:15,  1.55s/it, loss=0.698, pair=0.032, adv=3.146, sprd=0.020]
Ep 023/60 [S2:+mat]:   4%|▏   | 14/333 [00:21<07:53,  1.48s/it, loss=0.698, pair=0.032, adv=3.146, sprd=0.020]
Ep 023/60 [S2:+mat]:   4%|▏   | 14/333 [00:23<07:53,  1.48s/it, loss=0.749, pair=0.011, adv=3.654, sprd=0.029]
Ep 023/60 [S2:+mat]:   5%|▏   | 15/333 [00:23<08:16,  1.56s/it, loss=0.749, pair=0.011, adv=3.654, sprd=0.029]
Ep 023/60 [S2:+mat]:   5%|▏   | 15/333 [00:24<08:16,  1.56s/it, loss=0.719, pair=0.003, adv=3.568, sprd=0.022]
Ep 023/60 [S2:+mat]:   5%|▏   | 16/333 [00:24<08:02,  1.52s/it, loss=0.719, pair=0.003, adv=3.568, sprd=0.022]
Ep 023/60 [S2:+mat]:   5%|▏   | 16/333 [00:26<08:02,  1.52s/it, loss=0.722, pair=0.012, adv=3.275, sprd=0.023]
Ep 023/60 [S2:+mat]:   5%|▏   | 17/333 [00:26<08:22,  1.59s/it, loss=0.722, pair=0.012, adv=3.275, sprd=0.023]
Ep 023/60 [S2:+mat]:   5%|▏   | 17/333 [00:28<08:22,  1.59s/it, loss=0.707, pair=0.022, adv=3.497, sprd=0.020]
Ep 023/60 [S2:+mat]:   5%|▏   | 18/333 [00:28<08:00,  1.53s/it, loss=0.707, pair=0.022, adv=3.497, sprd=0.020]
Ep 023/60 [S2:+mat]:   5%|▏   | 18/333 [00:29<08:00,  1.53s/it, loss=0.825, pair=0.009, adv=3.499, sprd=0.028]
Ep 023/60 [S2:+mat]:   6%|▏   | 19/333 [00:29<08:19,  1.59s/it, loss=0.825, pair=0.009, adv=3.499, sprd=0.028]
Ep 023/60 [S2:+mat]:   6%|▏   | 19/333 [00:31<08:19,  1.59s/it, loss=0.714, pair=0.011, adv=3.545, sprd=0.018]
Ep 023/60 [S2:+mat]:   6%|▏   | 20/333 [00:31<07:56,  1.52s/it, loss=0.714, pair=0.011, adv=3.545, sprd=0.018]
Ep 023/60 [S2:+mat]:   6%|▏   | 20/333 [00:32<07:56,  1.52s/it, loss=0.711, pair=0.022, adv=3.235, sprd=0.020]
Ep 023/60 [S2:+mat]:   6%|▎   | 21/333 [00:32<08:02,  1.55s/it, loss=0.711, pair=0.022, adv=3.235, sprd=0.020]
Ep 023/60 [S2:+mat]:   6%|▎   | 21/333 [00:34<08:02,  1.55s/it, loss=0.744, pair=0.016, adv=3.297, sprd=0.031]
Ep 023/60 [S2:+mat]:   7%|▎   | 22/333 [00:34<07:51,  1.52s/it, loss=0.744, pair=0.016, adv=3.297, sprd=0.031]
Ep 023/60 [S2:+mat]:   7%|▎   | 22/333 [00:35<07:51,  1.52s/it, loss=0.718, pair=0.018, adv=3.416, sprd=0.022]
Ep 023/60 [S2:+mat]:   7%|▎   | 23/333 [00:35<08:00,  1.55s/it, loss=0.718, pair=0.018, adv=3.416, sprd=0.022]
Ep 023/60 [S2:+mat]:   7%|▎   | 23/333 [00:37<08:00,  1.55s/it, loss=0.730, pair=0.007, adv=3.531, sprd=0.027]
Ep 023/60 [S2:+mat]:   7%|▎   | 24/333 [00:37<07:45,  1.51s/it, loss=0.730, pair=0.007, adv=3.531, sprd=0.027]
Ep 023/60 [S2:+mat]:   7%|▎   | 24/333 [00:39<07:45,  1.51s/it, loss=0.839, pair=0.007, adv=3.620, sprd=0.031]
Ep 023/60 [S2:+mat]:   8%|▎   | 25/333 [00:39<08:11,  1.60s/it, loss=0.839, pair=0.007, adv=3.620, sprd=0.031]
Ep 023/60 [S2:+mat]:   8%|▎   | 25/333 [00:40<08:11,  1.60s/it, loss=0.760, pair=0.015, adv=3.603, sprd=0.022]
Ep 023/60 [S2:+mat]:   8%|▎   | 26/333 [00:40<07:47,  1.52s/it, loss=0.760, pair=0.015, adv=3.603, sprd=0.022]
Ep 023/60 [S2:+mat]:   8%|▎   | 26/333 [00:42<07:47,  1.52s/it, loss=0.726, pair=0.016, adv=3.683, sprd=0.024]
Ep 023/60 [S2:+mat]:   8%|▎   | 27/333 [00:42<08:01,  1.57s/it, loss=0.726, pair=0.016, adv=3.683, sprd=0.024]
Ep 023/60 [S2:+mat]:   8%|▎   | 27/333 [00:43<08:01,  1.57s/it, loss=0.707, pair=0.012, adv=3.544, sprd=0.019]
Ep 023/60 [S2:+mat]:   8%|▎   | 28/333 [00:43<07:40,  1.51s/it, loss=0.707, pair=0.012, adv=3.544, sprd=0.019]
Ep 023/60 [S2:+mat]:   8%|▎   | 28/333 [00:45<07:40,  1.51s/it, loss=0.717, pair=0.012, adv=3.702, sprd=0.019]
Ep 023/60 [S2:+mat]:   9%|▎   | 29/333 [00:45<08:00,  1.58s/it, loss=0.717, pair=0.012, adv=3.702, sprd=0.019]
Ep 023/60 [S2:+mat]:   9%|▎   | 29/333 [00:46<08:00,  1.58s/it, loss=0.714, pair=0.013, adv=3.519, sprd=0.019]
Ep 023/60 [S2:+mat]:   9%|▎   | 30/333 [00:46<07:42,  1.53s/it, loss=0.714, pair=0.013, adv=3.519, sprd=0.019]
Ep 023/60 [S2:+mat]:   9%|▎   | 30/333 [00:48<07:42,  1.53s/it, loss=0.682, pair=0.018, adv=3.132, sprd=0.016]
Ep 023/60 [S2:+mat]:   9%|▎   | 31/333 [00:48<07:58,  1.58s/it, loss=0.682, pair=0.018, adv=3.132, sprd=0.016]
Ep 023/60 [S2:+mat]:   9%|▎   | 31/333 [00:49<07:58,  1.58s/it, loss=0.732, pair=0.018, adv=3.584, sprd=0.025]
Ep 023/60 [S2:+mat]:  10%|▍   | 32/333 [00:49<07:41,  1.53s/it, loss=0.732, pair=0.018, adv=3.584, sprd=0.025]
Ep 023/60 [S2:+mat]:  10%|▍   | 32/333 [00:51<07:41,  1.53s/it, loss=0.732, pair=0.033, adv=3.559, sprd=0.022]
Ep 023/60 [S2:+mat]:  10%|▍   | 33/333 [00:51<08:03,  1.61s/it, loss=0.732, pair=0.033, adv=3.559, sprd=0.022]
Ep 023/60 [S2:+mat]:  10%|▍   | 33/333 [00:52<08:03,  1.61s/it, loss=0.714, pair=0.021, adv=3.340, sprd=0.021]
Ep 023/60 [S2:+mat]:  10%|▍   | 34/333 [00:52<07:37,  1.53s/it, loss=0.714, pair=0.021, adv=3.340, sprd=0.021]
Ep 023/60 [S2:+mat]:  10%|▍   | 34/333 [00:54<07:37,  1.53s/it, loss=0.726, pair=0.006, adv=3.610, sprd=0.023]
Ep 023/60 [S2:+mat]:  11%|▍   | 35/333 [00:54<07:58,  1.61s/it, loss=0.726, pair=0.006, adv=3.610, sprd=0.023]
Ep 023/60 [S2:+mat]:  11%|▍   | 35/333 [00:56<07:58,  1.61s/it, loss=0.713, pair=0.017, adv=3.529, sprd=0.021]
Ep 023/60 [S2:+mat]:  11%|▍   | 36/333 [00:56<07:38,  1.54s/it, loss=0.713, pair=0.017, adv=3.529, sprd=0.021]
Ep 023/60 [S2:+mat]:  11%|▍   | 36/333 [00:57<07:38,  1.54s/it, loss=0.727, pair=0.009, adv=3.691, sprd=0.024]
Ep 023/60 [S2:+mat]:  11%|▍   | 37/333 [00:57<07:51,  1.59s/it, loss=0.727, pair=0.009, adv=3.691, sprd=0.024]
Ep 023/60 [S2:+mat]:  11%|▍   | 37/333 [00:59<07:51,  1.59s/it, loss=0.722, pair=0.016, adv=3.273, sprd=0.025]
Ep 023/60 [S2:+mat]:  11%|▍   | 38/333 [00:59<07:33,  1.54s/it, loss=0.722, pair=0.016, adv=3.273, sprd=0.025]
Ep 023/60 [S2:+mat]:  11%|▍   | 38/333 [01:01<07:33,  1.54s/it, loss=0.738, pair=0.014, adv=3.565, sprd=0.021]
Ep 023/60 [S2:+mat]:  12%|▍   | 39/333 [01:01<07:58,  1.63s/it, loss=0.738, pair=0.014, adv=3.565, sprd=0.021]
Ep 023/60 [S2:+mat]:  12%|▍   | 39/333 [01:02<07:58,  1.63s/it, loss=0.701, pair=0.017, adv=3.041, sprd=0.024]
Ep 023/60 [S2:+mat]:  12%|▍   | 40/333 [01:02<07:16,  1.49s/it, loss=0.701, pair=0.017, adv=3.041, sprd=0.024]
Ep 023/60 [S2:+mat]:  12%|▍   | 40/333 [01:03<07:16,  1.49s/it, loss=0.707, pair=0.009, adv=3.518, sprd=0.021]
Ep 023/60 [S2:+mat]:  12%|▍   | 41/333 [01:03<07:33,  1.55s/it, loss=0.707, pair=0.009, adv=3.518, sprd=0.021]
Ep 023/60 [S2:+mat]:  12%|▍   | 41/333 [01:05<07:33,  1.55s/it, loss=0.755, pair=0.005, adv=3.432, sprd=0.025]
Ep 023/60 [S2:+mat]:  13%|▌   | 42/333 [01:05<07:22,  1.52s/it, loss=0.755, pair=0.005, adv=3.432, sprd=0.025]
Ep 023/60 [S2:+mat]:  13%|▌   | 42/333 [01:07<07:22,  1.52s/it, loss=0.748, pair=0.003, adv=3.375, sprd=0.028]
Ep 023/60 [S2:+mat]:  13%|▌   | 43/333 [01:07<07:42,  1.59s/it, loss=0.748, pair=0.003, adv=3.375, sprd=0.028]
Ep 023/60 [S2:+mat]:  13%|▌   | 43/333 [01:08<07:42,  1.59s/it, loss=0.725, pair=0.004, adv=3.681, sprd=0.024]
Ep 023/60 [S2:+mat]:  13%|▌   | 44/333 [01:08<07:27,  1.55s/it, loss=0.725, pair=0.004, adv=3.681, sprd=0.024]
Ep 023/60 [S2:+mat]:  13%|▌   | 44/333 [01:10<07:27,  1.55s/it, loss=0.711, pair=0.026, adv=3.121, sprd=0.024]
Ep 023/60 [S2:+mat]:  14%|▌   | 45/333 [01:10<07:33,  1.58s/it, loss=0.711, pair=0.026, adv=3.121, sprd=0.024]
Ep 023/60 [S2:+mat]:  14%|▌   | 45/333 [01:11<07:33,  1.58s/it, loss=0.738, pair=0.022, adv=3.669, sprd=0.024]
Ep 023/60 [S2:+mat]:  14%|▌   | 46/333 [01:11<07:16,  1.52s/it, loss=0.738, pair=0.022, adv=3.669, sprd=0.024]
Ep 023/60 [S2:+mat]:  14%|▌   | 46/333 [01:13<07:16,  1.52s/it, loss=0.727, pair=0.044, adv=3.614, sprd=0.019]
Ep 023/60 [S2:+mat]:  14%|▌   | 47/333 [01:13<07:40,  1.61s/it, loss=0.727, pair=0.044, adv=3.614, sprd=0.019]
Ep 023/60 [S2:+mat]:  14%|▌   | 47/333 [01:14<07:40,  1.61s/it, loss=0.730, pair=0.025, adv=3.167, sprd=0.030]
Ep 023/60 [S2:+mat]:  14%|▌   | 48/333 [01:14<07:25,  1.56s/it, loss=0.730, pair=0.025, adv=3.167, sprd=0.030]
Ep 023/60 [S2:+mat]:  14%|▌   | 48/333 [01:16<07:25,  1.56s/it, loss=0.729, pair=0.030, adv=3.230, sprd=0.025]
Ep 023/60 [S2:+mat]:  15%|▌   | 49/333 [01:16<07:38,  1.62s/it, loss=0.729, pair=0.030, adv=3.230, sprd=0.025]
Ep 023/60 [S2:+mat]:  15%|▌   | 49/333 [01:18<07:38,  1.62s/it, loss=0.746, pair=0.012, adv=3.728, sprd=0.026]
Ep 023/60 [S2:+mat]:  15%|▌   | 50/333 [01:18<07:25,  1.58s/it, loss=0.746, pair=0.012, adv=3.728, sprd=0.026]
Ep 023/60 [S2:+mat]:  15%|▌   | 50/333 [01:19<07:25,  1.58s/it, loss=0.750, pair=0.008, adv=3.415, sprd=0.020]
Ep 023/60 [S2:+mat]:  15%|▌   | 51/333 [01:19<07:31,  1.60s/it, loss=0.750, pair=0.008, adv=3.415, sprd=0.020]
Ep 023/60 [S2:+mat]:  15%|▌   | 51/333 [01:21<07:31,  1.60s/it, loss=0.732, pair=0.004, adv=3.389, sprd=0.023]
Ep 023/60 [S2:+mat]:  16%|▌   | 52/333 [01:21<07:14,  1.55s/it, loss=0.732, pair=0.004, adv=3.389, sprd=0.023]
Ep 023/60 [S2:+mat]:  16%|▌   | 52/333 [01:22<07:14,  1.55s/it, loss=0.714, pair=0.021, adv=3.201, sprd=0.024]
Ep 023/60 [S2:+mat]:  16%|▋   | 53/333 [01:22<07:23,  1.59s/it, loss=0.714, pair=0.021, adv=3.201, sprd=0.024]
Ep 023/60 [S2:+mat]:  16%|▋   | 53/333 [01:24<07:23,  1.59s/it, loss=0.704, pair=0.014, adv=3.271, sprd=0.019]
Ep 023/60 [S2:+mat]:  16%|▋   | 54/333 [01:24<06:46,  1.46s/it, loss=0.704, pair=0.014, adv=3.271, sprd=0.019]
Ep 023/60 [S2:+mat]:  16%|▋   | 54/333 [01:25<06:46,  1.46s/it, loss=0.734, pair=0.033, adv=3.345, sprd=0.022]
Ep 023/60 [S2:+mat]:  17%|▋   | 55/333 [01:25<07:08,  1.54s/it, loss=0.734, pair=0.033, adv=3.345, sprd=0.022]
Ep 023/60 [S2:+mat]:  17%|▋   | 55/333 [01:27<07:08,  1.54s/it, loss=0.722, pair=0.024, adv=3.253, sprd=0.024]
Ep 023/60 [S2:+mat]:  17%|▋   | 56/333 [01:27<06:54,  1.50s/it, loss=0.722, pair=0.024, adv=3.253, sprd=0.024]
Ep 023/60 [S2:+mat]:  17%|▋   | 56/333 [01:28<06:54,  1.50s/it, loss=0.805, pair=0.059, adv=3.451, sprd=0.019]
Ep 023/60 [S2:+mat]:  17%|▋   | 57/333 [01:28<07:09,  1.55s/it, loss=0.805, pair=0.059, adv=3.451, sprd=0.019]
Ep 023/60 [S2:+mat]:  17%|▋   | 57/333 [01:30<07:09,  1.55s/it, loss=0.735, pair=0.027, adv=3.376, sprd=0.024]
Ep 023/60 [S2:+mat]:  17%|▋   | 58/333 [01:30<06:54,  1.51s/it, loss=0.735, pair=0.027, adv=3.376, sprd=0.024]
Ep 023/60 [S2:+mat]:  17%|▋   | 58/333 [01:32<06:54,  1.51s/it, loss=0.726, pair=0.046, adv=3.425, sprd=0.023]
Ep 023/60 [S2:+mat]:  18%|▋   | 59/333 [01:32<07:16,  1.59s/it, loss=0.726, pair=0.046, adv=3.425, sprd=0.023]
Ep 023/60 [S2:+mat]:  18%|▋   | 59/333 [01:33<07:16,  1.59s/it, loss=0.725, pair=0.043, adv=3.178, sprd=0.026]
Ep 023/60 [S2:+mat]:  18%|▋   | 60/333 [01:33<06:55,  1.52s/it, loss=0.725, pair=0.043, adv=3.178, sprd=0.026]
Ep 023/60 [S2:+mat]:  18%|▋   | 60/333 [01:35<06:55,  1.52s/it, loss=0.719, pair=0.029, adv=3.701, sprd=0.021]
Ep 023/60 [S2:+mat]:  18%|▋   | 61/333 [01:35<07:12,  1.59s/it, loss=0.719, pair=0.029, adv=3.701, sprd=0.021]
Ep 023/60 [S2:+mat]:  18%|▋   | 61/333 [01:36<07:12,  1.59s/it, loss=0.717, pair=0.054, adv=3.256, sprd=0.021]
Ep 023/60 [S2:+mat]:  19%|▋   | 62/333 [01:36<06:54,  1.53s/it, loss=0.717, pair=0.054, adv=3.256, sprd=0.021]
Ep 023/60 [S2:+mat]:  19%|▋   | 62/333 [01:38<06:54,  1.53s/it, loss=0.755, pair=0.034, adv=3.570, sprd=0.028]
Ep 023/60 [S2:+mat]:  19%|▊   | 63/333 [01:38<07:07,  1.59s/it, loss=0.755, pair=0.034, adv=3.570, sprd=0.028]
Ep 023/60 [S2:+mat]:  19%|▊   | 63/333 [01:39<07:07,  1.59s/it, loss=0.715, pair=0.019, adv=3.487, sprd=0.022]
Ep 023/60 [S2:+mat]:  19%|▊   | 64/333 [01:39<06:53,  1.54s/it, loss=0.715, pair=0.019, adv=3.487, sprd=0.022]
Ep 023/60 [S2:+mat]:  19%|▊   | 64/333 [01:41<06:53,  1.54s/it, loss=0.731, pair=0.024, adv=3.278, sprd=0.025]
Ep 023/60 [S2:+mat]:  20%|▊   | 65/333 [01:41<07:06,  1.59s/it, loss=0.731, pair=0.024, adv=3.278, sprd=0.025]
Ep 023/60 [S2:+mat]:  20%|▊   | 65/333 [01:42<07:06,  1.59s/it, loss=0.729, pair=0.052, adv=3.705, sprd=0.022]
Ep 023/60 [S2:+mat]:  20%|▊   | 66/333 [01:42<06:50,  1.54s/it, loss=0.729, pair=0.052, adv=3.705, sprd=0.022]
Ep 023/60 [S2:+mat]:  20%|▊   | 66/333 [01:44<06:50,  1.54s/it, loss=0.733, pair=0.011, adv=3.558, sprd=0.025]
Ep 023/60 [S2:+mat]:  20%|▊   | 67/333 [01:44<07:00,  1.58s/it, loss=0.733, pair=0.011, adv=3.558, sprd=0.025]
Ep 023/60 [S2:+mat]:  20%|▊   | 67/333 [01:45<07:00,  1.58s/it, loss=0.716, pair=0.043, adv=3.622, sprd=0.018]
Ep 023/60 [S2:+mat]:  20%|▊   | 68/333 [01:45<06:43,  1.52s/it, loss=0.716, pair=0.043, adv=3.622, sprd=0.018]
Ep 023/60 [S2:+mat]:  20%|▊   | 68/333 [01:47<06:43,  1.52s/it, loss=0.722, pair=0.046, adv=3.657, sprd=0.020]
Ep 023/60 [S2:+mat]:  21%|▊   | 69/333 [01:47<06:42,  1.53s/it, loss=0.722, pair=0.046, adv=3.657, sprd=0.020]
Ep 023/60 [S2:+mat]:  21%|▊   | 69/333 [01:48<06:42,  1.53s/it, loss=0.748, pair=0.022, adv=3.393, sprd=0.029]
Ep 023/60 [S2:+mat]:  21%|▊   | 70/333 [01:48<06:35,  1.50s/it, loss=0.748, pair=0.022, adv=3.393, sprd=0.029]
Ep 023/60 [S2:+mat]:  21%|▊   | 70/333 [01:50<06:35,  1.50s/it, loss=0.727, pair=0.034, adv=3.620, sprd=0.023]
Ep 023/60 [S2:+mat]:  21%|▊   | 71/333 [01:50<06:51,  1.57s/it, loss=0.727, pair=0.034, adv=3.620, sprd=0.023]
Ep 023/60 [S2:+mat]:  21%|▊   | 71/333 [01:51<06:51,  1.57s/it, loss=0.881, pair=0.596, adv=3.630, sprd=0.021]
Ep 023/60 [S2:+mat]:  22%|▊   | 72/333 [01:51<06:36,  1.52s/it, loss=0.881, pair=0.596, adv=3.630, sprd=0.021]
Ep 023/60 [S2:+mat]:  22%|▊   | 72/333 [01:53<06:36,  1.52s/it, loss=0.746, pair=0.032, adv=3.761, sprd=0.027]
Ep 023/60 [S2:+mat]:  22%|▉   | 73/333 [01:53<06:53,  1.59s/it, loss=0.746, pair=0.032, adv=3.761, sprd=0.027]
Ep 023/60 [S2:+mat]:  22%|▉   | 73/333 [01:55<06:53,  1.59s/it, loss=0.740, pair=0.020, adv=3.503, sprd=0.025]
Ep 023/60 [S2:+mat]:  22%|▉   | 74/333 [01:55<06:40,  1.54s/it, loss=0.740, pair=0.020, adv=3.503, sprd=0.025]
Ep 023/60 [S2:+mat]:  22%|▉   | 74/333 [01:56<06:40,  1.54s/it, loss=0.828, pair=0.070, adv=3.590, sprd=0.024]
Ep 023/60 [S2:+mat]:  23%|▉   | 75/333 [01:56<06:50,  1.59s/it, loss=0.828, pair=0.070, adv=3.590, sprd=0.024]
Ep 023/60 [S2:+mat]:  23%|▉   | 75/333 [01:58<06:50,  1.59s/it, loss=0.733, pair=0.054, adv=3.871, sprd=0.022]
Ep 023/60 [S2:+mat]:  23%|▉   | 76/333 [01:58<06:38,  1.55s/it, loss=0.733, pair=0.054, adv=3.871, sprd=0.022]
Ep 023/60 [S2:+mat]:  23%|▉   | 76/333 [01:59<06:38,  1.55s/it, loss=1.648, pair=2.938, adv=3.195, sprd=0.018]
Ep 023/60 [S2:+mat]:  23%|▉   | 77/333 [01:59<06:37,  1.55s/it, loss=1.648, pair=2.938, adv=3.195, sprd=0.018]
Ep 023/60 [S2:+mat]:  23%|▉   | 77/333 [02:01<06:37,  1.55s/it, loss=0.727, pair=0.031, adv=3.872, sprd=0.023]
Ep 023/60 [S2:+mat]:  23%|▉   | 78/333 [02:01<06:24,  1.51s/it, loss=0.727, pair=0.031, adv=3.872, sprd=0.023]
Ep 023/60 [S2:+mat]:  23%|▉   | 78/333 [02:03<06:24,  1.51s/it, loss=0.734, pair=0.018, adv=3.440, sprd=0.024]
Ep 023/60 [S2:+mat]:  24%|▉   | 79/333 [02:03<06:49,  1.61s/it, loss=0.734, pair=0.018, adv=3.440, sprd=0.024]
Ep 023/60 [S2:+mat]:  24%|▉   | 79/333 [02:04<06:49,  1.61s/it, loss=0.728, pair=0.017, adv=3.380, sprd=0.025]
Ep 023/60 [S2:+mat]:  24%|▉   | 80/333 [02:04<06:31,  1.55s/it, loss=0.728, pair=0.017, adv=3.380, sprd=0.025]
Ep 023/60 [S2:+mat]:  24%|▉   | 80/333 [02:06<06:31,  1.55s/it, loss=0.806, pair=0.008, adv=3.317, sprd=0.025]
Ep 023/60 [S2:+mat]:  24%|▉   | 81/333 [02:06<06:44,  1.61s/it, loss=0.806, pair=0.008, adv=3.317, sprd=0.025]
Ep 023/60 [S2:+mat]:  24%|▉   | 81/333 [02:07<06:44,  1.61s/it, loss=0.733, pair=0.028, adv=3.466, sprd=0.022]
Ep 023/60 [S2:+mat]:  25%|▉   | 82/333 [02:07<06:28,  1.55s/it, loss=0.733, pair=0.028, adv=3.466, sprd=0.022]
Ep 023/60 [S2:+mat]:  25%|▉   | 82/333 [02:09<06:28,  1.55s/it, loss=0.749, pair=0.026, adv=3.480, sprd=0.024]
Ep 023/60 [S2:+mat]:  25%|▉   | 83/333 [02:09<06:32,  1.57s/it, loss=0.749, pair=0.026, adv=3.480, sprd=0.024]
Ep 023/60 [S2:+mat]:  25%|▉   | 83/333 [02:10<06:32,  1.57s/it, loss=0.740, pair=0.025, adv=3.895, sprd=0.027]
Ep 023/60 [S2:+mat]:  25%|█   | 84/333 [02:10<06:21,  1.53s/it, loss=0.740, pair=0.025, adv=3.895, sprd=0.027]
Ep 023/60 [S2:+mat]:  25%|█   | 84/333 [02:12<06:21,  1.53s/it, loss=0.713, pair=0.011, adv=3.241, sprd=0.022]
Ep 023/60 [S2:+mat]:  26%|█   | 85/333 [02:12<06:27,  1.56s/it, loss=0.713, pair=0.011, adv=3.241, sprd=0.022]
Ep 023/60 [S2:+mat]:  26%|█   | 85/333 [02:13<06:27,  1.56s/it, loss=0.727, pair=0.011, adv=3.586, sprd=0.025]
Ep 023/60 [S2:+mat]:  26%|█   | 86/333 [02:13<06:15,  1.52s/it, loss=0.727, pair=0.011, adv=3.586, sprd=0.025]
Ep 023/60 [S2:+mat]:  26%|█   | 86/333 [02:15<06:15,  1.52s/it, loss=0.737, pair=0.025, adv=3.585, sprd=0.022]
Ep 023/60 [S2:+mat]:  26%|█   | 87/333 [02:15<06:27,  1.58s/it, loss=0.737, pair=0.025, adv=3.585, sprd=0.022]
Ep 023/60 [S2:+mat]:  26%|█   | 87/333 [02:16<06:27,  1.58s/it, loss=0.701, pair=0.008, adv=3.512, sprd=0.019]
Ep 023/60 [S2:+mat]:  26%|█   | 88/333 [02:16<06:10,  1.51s/it, loss=0.701, pair=0.008, adv=3.512, sprd=0.019]
Ep 023/60 [S2:+mat]:  26%|█   | 88/333 [02:18<06:10,  1.51s/it, loss=0.746, pair=0.019, adv=3.638, sprd=0.028]
Ep 023/60 [S2:+mat]:  27%|█   | 89/333 [02:18<06:22,  1.57s/it, loss=0.746, pair=0.019, adv=3.638, sprd=0.028]
Ep 023/60 [S2:+mat]:  27%|█   | 89/333 [02:20<06:22,  1.57s/it, loss=0.723, pair=0.004, adv=3.364, sprd=0.026]
Ep 023/60 [S2:+mat]:  27%|█   | 90/333 [02:20<06:12,  1.53s/it, loss=0.723, pair=0.004, adv=3.364, sprd=0.026]
Ep 023/60 [S2:+mat]:  27%|█   | 90/333 [02:21<06:12,  1.53s/it, loss=0.711, pair=0.009, adv=3.331, sprd=0.020]
Ep 023/60 [S2:+mat]:  27%|█   | 91/333 [02:21<06:20,  1.57s/it, loss=0.711, pair=0.009, adv=3.331, sprd=0.020]
Ep 023/60 [S2:+mat]:  27%|█   | 91/333 [02:23<06:20,  1.57s/it, loss=0.753, pair=0.024, adv=3.549, sprd=0.029]
Ep 023/60 [S2:+mat]:  28%|█   | 92/333 [02:23<06:11,  1.54s/it, loss=0.753, pair=0.024, adv=3.549, sprd=0.029]
Ep 023/60 [S2:+mat]:  28%|█   | 92/333 [02:24<06:11,  1.54s/it, loss=0.751, pair=0.013, adv=3.346, sprd=0.027]
Ep 023/60 [S2:+mat]:  28%|█   | 93/333 [02:24<06:19,  1.58s/it, loss=0.751, pair=0.013, adv=3.346, sprd=0.027]
Ep 023/60 [S2:+mat]:  28%|█   | 93/333 [02:26<06:19,  1.58s/it, loss=0.728, pair=0.023, adv=3.240, sprd=0.025]
Ep 023/60 [S2:+mat]:  28%|█▏  | 94/333 [02:26<06:06,  1.54s/it, loss=0.728, pair=0.023, adv=3.240, sprd=0.025]
Ep 023/60 [S2:+mat]:  28%|█▏  | 94/333 [02:27<06:06,  1.54s/it, loss=0.809, pair=0.012, adv=3.628, sprd=0.021]
Ep 023/60 [S2:+mat]:  29%|█▏  | 95/333 [02:27<06:12,  1.57s/it, loss=0.809, pair=0.012, adv=3.628, sprd=0.021]
Ep 023/60 [S2:+mat]:  29%|█▏  | 95/333 [02:29<06:12,  1.57s/it, loss=0.714, pair=0.011, adv=3.275, sprd=0.022]
Ep 023/60 [S2:+mat]:  29%|█▏  | 96/333 [02:29<05:57,  1.51s/it, loss=0.714, pair=0.011, adv=3.275, sprd=0.022]
Ep 023/60 [S2:+mat]:  29%|█▏  | 96/333 [02:30<05:57,  1.51s/it, loss=0.748, pair=0.014, adv=3.736, sprd=0.027]
Ep 023/60 [S2:+mat]:  29%|█▏  | 97/333 [02:30<06:04,  1.54s/it, loss=0.748, pair=0.014, adv=3.736, sprd=0.027]
Ep 023/60 [S2:+mat]:  29%|█▏  | 97/333 [02:32<06:04,  1.54s/it, loss=0.724, pair=0.014, adv=3.301, sprd=0.025]
Ep 023/60 [S2:+mat]:  29%|█▏  | 98/333 [02:32<05:51,  1.50s/it, loss=0.724, pair=0.014, adv=3.301, sprd=0.025]
Ep 023/60 [S2:+mat]:  29%|█▏  | 98/333 [02:34<05:51,  1.50s/it, loss=0.741, pair=0.017, adv=3.401, sprd=0.028]
Ep 023/60 [S2:+mat]:  30%|█▏  | 99/333 [02:34<06:08,  1.58s/it, loss=0.741, pair=0.017, adv=3.401, sprd=0.028]
Ep 023/60 [S2:+mat]:  30%|█▏  | 99/333 [02:35<06:08,  1.58s/it, loss=0.720, pair=0.004, adv=3.334, sprd=0.024]
Ep 023/60 [S2:+mat]:  30%|▉  | 100/333 [02:35<05:53,  1.52s/it, loss=0.720, pair=0.004, adv=3.334, sprd=0.024]
Ep 023/60 [S2:+mat]:  30%|▉  | 100/333 [02:37<05:53,  1.52s/it, loss=0.735, pair=0.012, adv=3.667, sprd=0.024]
Ep 023/60 [S2:+mat]:  30%|▉  | 101/333 [02:37<06:09,  1.59s/it, loss=0.735, pair=0.012, adv=3.667, sprd=0.024]
Ep 023/60 [S2:+mat]:  30%|▉  | 101/333 [02:38<06:09,  1.59s/it, loss=0.730, pair=0.035, adv=3.846, sprd=0.022]
Ep 023/60 [S2:+mat]:  31%|▉  | 102/333 [02:38<05:56,  1.54s/it, loss=0.730, pair=0.035, adv=3.846, sprd=0.022]
Ep 023/60 [S2:+mat]:  31%|▉  | 102/333 [02:40<05:56,  1.54s/it, loss=0.756, pair=0.023, adv=3.420, sprd=0.027]
Ep 023/60 [S2:+mat]:  31%|▉  | 103/333 [02:40<06:05,  1.59s/it, loss=0.756, pair=0.023, adv=3.420, sprd=0.027]
Ep 023/60 [S2:+mat]:  31%|▉  | 103/333 [02:41<06:05,  1.59s/it, loss=0.755, pair=0.030, adv=3.596, sprd=0.031]
Ep 023/60 [S2:+mat]:  31%|▉  | 104/333 [02:41<05:56,  1.56s/it, loss=0.755, pair=0.030, adv=3.596, sprd=0.031]
Ep 023/60 [S2:+mat]:  31%|▉  | 104/333 [02:43<05:56,  1.56s/it, loss=0.747, pair=0.019, adv=3.675, sprd=0.022]
Ep 023/60 [S2:+mat]:  32%|▉  | 105/333 [02:43<06:03,  1.59s/it, loss=0.747, pair=0.019, adv=3.675, sprd=0.022]
Ep 023/60 [S2:+mat]:  32%|▉  | 105/333 [02:44<06:03,  1.59s/it, loss=0.727, pair=0.012, adv=3.690, sprd=0.026]
Ep 023/60 [S2:+mat]:  32%|▉  | 106/333 [02:44<05:51,  1.55s/it, loss=0.727, pair=0.012, adv=3.690, sprd=0.026]
Ep 023/60 [S2:+mat]:  32%|▉  | 106/333 [02:46<05:51,  1.55s/it, loss=0.801, pair=0.019, adv=3.801, sprd=0.021]
Ep 023/60 [S2:+mat]:  32%|▉  | 107/333 [02:46<05:59,  1.59s/it, loss=0.801, pair=0.019, adv=3.801, sprd=0.021]
Ep 023/60 [S2:+mat]:  32%|▉  | 107/333 [02:47<05:59,  1.59s/it, loss=0.719, pair=0.009, adv=3.193, sprd=0.024]
Ep 023/60 [S2:+mat]:  32%|▉  | 108/333 [02:47<05:44,  1.53s/it, loss=0.719, pair=0.009, adv=3.193, sprd=0.024]
Ep 023/60 [S2:+mat]:  32%|▉  | 108/333 [02:49<05:44,  1.53s/it, loss=0.747, pair=0.017, adv=3.290, sprd=0.029]
Ep 023/60 [S2:+mat]:  33%|▉  | 109/333 [02:49<05:56,  1.59s/it, loss=0.747, pair=0.017, adv=3.290, sprd=0.029]
Ep 023/60 [S2:+mat]:  33%|▉  | 109/333 [02:51<05:56,  1.59s/it, loss=0.738, pair=0.027, adv=3.633, sprd=0.028]
Ep 023/60 [S2:+mat]:  33%|▉  | 110/333 [02:51<05:44,  1.55s/it, loss=0.738, pair=0.027, adv=3.633, sprd=0.028]
Ep 023/60 [S2:+mat]:  33%|▉  | 110/333 [02:52<05:44,  1.55s/it, loss=0.804, pair=0.025, adv=3.408, sprd=0.023]
Ep 023/60 [S2:+mat]:  33%|█  | 111/333 [02:52<05:55,  1.60s/it, loss=0.804, pair=0.025, adv=3.408, sprd=0.023]
Ep 023/60 [S2:+mat]:  33%|█  | 111/333 [02:54<05:55,  1.60s/it, loss=0.751, pair=0.051, adv=3.545, sprd=0.029]
Ep 023/60 [S2:+mat]:  34%|█  | 112/333 [02:54<05:35,  1.52s/it, loss=0.751, pair=0.051, adv=3.545, sprd=0.029]
Ep 023/60 [S2:+mat]:  34%|█  | 112/333 [02:55<05:35,  1.52s/it, loss=0.705, pair=0.025, adv=3.153, sprd=0.023]
Ep 023/60 [S2:+mat]:  34%|█  | 113/333 [02:55<05:41,  1.55s/it, loss=0.705, pair=0.025, adv=3.153, sprd=0.023]
Ep 023/60 [S2:+mat]:  34%|█  | 113/333 [02:57<05:41,  1.55s/it, loss=0.702, pair=0.024, adv=3.328, sprd=0.019]
Ep 023/60 [S2:+mat]:  34%|█  | 114/333 [02:57<05:25,  1.49s/it, loss=0.702, pair=0.024, adv=3.328, sprd=0.019]
Ep 023/60 [S2:+mat]:  34%|█  | 114/333 [02:58<05:25,  1.49s/it, loss=0.733, pair=0.018, adv=3.434, sprd=0.026]
Ep 023/60 [S2:+mat]:  35%|█  | 115/333 [02:58<05:42,  1.57s/it, loss=0.733, pair=0.018, adv=3.434, sprd=0.026]
Ep 023/60 [S2:+mat]:  35%|█  | 115/333 [03:00<05:42,  1.57s/it, loss=0.703, pair=0.018, adv=3.374, sprd=0.018]
Ep 023/60 [S2:+mat]:  35%|█  | 116/333 [03:00<05:26,  1.51s/it, loss=0.703, pair=0.018, adv=3.374, sprd=0.018]
Ep 023/60 [S2:+mat]:  35%|█  | 116/333 [03:01<05:26,  1.51s/it, loss=0.718, pair=0.008, adv=3.228, sprd=0.022]
Ep 023/60 [S2:+mat]:  35%|█  | 117/333 [03:01<05:35,  1.55s/it, loss=0.718, pair=0.008, adv=3.228, sprd=0.022]
Ep 023/60 [S2:+mat]:  35%|█  | 117/333 [03:03<05:35,  1.55s/it, loss=0.723, pair=0.003, adv=3.520, sprd=0.024]
Ep 023/60 [S2:+mat]:  35%|█  | 118/333 [03:03<05:26,  1.52s/it, loss=0.723, pair=0.003, adv=3.520, sprd=0.024]
Ep 023/60 [S2:+mat]:  35%|█  | 118/333 [03:05<05:26,  1.52s/it, loss=0.735, pair=0.008, adv=3.342, sprd=0.025]
Ep 023/60 [S2:+mat]:  36%|█  | 119/333 [03:05<05:36,  1.57s/it, loss=0.735, pair=0.008, adv=3.342, sprd=0.025]
Ep 023/60 [S2:+mat]:  36%|█  | 119/333 [03:06<05:36,  1.57s/it, loss=0.697, pair=0.013, adv=3.040, sprd=0.023]
Ep 023/60 [S2:+mat]:  36%|█  | 120/333 [03:06<05:20,  1.50s/it, loss=0.697, pair=0.013, adv=3.040, sprd=0.023]
Ep 023/60 [S2:+mat]:  36%|█  | 120/333 [03:08<05:20,  1.50s/it, loss=0.744, pair=0.015, adv=3.097, sprd=0.023]
Ep 023/60 [S2:+mat]:  36%|█  | 121/333 [03:08<05:24,  1.53s/it, loss=0.744, pair=0.015, adv=3.097, sprd=0.023]
Ep 023/60 [S2:+mat]:  36%|█  | 121/333 [03:09<05:24,  1.53s/it, loss=0.749, pair=0.012, adv=3.655, sprd=0.029]
Ep 023/60 [S2:+mat]:  37%|█  | 122/333 [03:09<05:16,  1.50s/it, loss=0.749, pair=0.012, adv=3.655, sprd=0.029]
Ep 023/60 [S2:+mat]:  37%|█  | 122/333 [03:11<05:16,  1.50s/it, loss=0.743, pair=0.006, adv=3.850, sprd=0.025]
Ep 023/60 [S2:+mat]:  37%|█  | 123/333 [03:11<05:33,  1.59s/it, loss=0.743, pair=0.006, adv=3.850, sprd=0.025]
Ep 023/60 [S2:+mat]:  37%|█  | 123/333 [03:12<05:33,  1.59s/it, loss=0.741, pair=0.015, adv=3.398, sprd=0.027]
Ep 023/60 [S2:+mat]:  37%|█  | 124/333 [03:12<05:23,  1.55s/it, loss=0.741, pair=0.015, adv=3.398, sprd=0.027]
Ep 023/60 [S2:+mat]:  37%|█  | 124/333 [03:14<05:23,  1.55s/it, loss=0.746, pair=0.013, adv=3.432, sprd=0.028]
Ep 023/60 [S2:+mat]:  38%|█▏ | 125/333 [03:14<05:37,  1.62s/it, loss=0.746, pair=0.013, adv=3.432, sprd=0.028]
Ep 023/60 [S2:+mat]:  38%|█▏ | 125/333 [03:15<05:37,  1.62s/it, loss=0.726, pair=0.038, adv=3.403, sprd=0.020]
Ep 023/60 [S2:+mat]:  38%|█▏ | 126/333 [03:15<05:18,  1.54s/it, loss=0.726, pair=0.038, adv=3.403, sprd=0.020]
Ep 023/60 [S2:+mat]:  38%|█▏ | 126/333 [03:17<05:18,  1.54s/it, loss=0.712, pair=0.029, adv=3.272, sprd=0.021]
Ep 023/60 [S2:+mat]:  38%|█▏ | 127/333 [03:17<05:18,  1.54s/it, loss=0.712, pair=0.029, adv=3.272, sprd=0.021]
Ep 023/60 [S2:+mat]:  38%|█▏ | 127/333 [03:18<05:18,  1.54s/it, loss=0.733, pair=0.022, adv=3.685, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 128/333 [03:18<05:08,  1.50s/it, loss=0.733, pair=0.022, adv=3.685, sprd=0.022]
Ep 023/60 [S2:+mat]:  38%|█▏ | 128/333 [03:20<05:08,  1.50s/it, loss=0.733, pair=0.017, adv=3.414, sprd=0.025]
Ep 023/60 [S2:+mat]:  39%|█▏ | 129/333 [03:20<05:21,  1.58s/it, loss=0.733, pair=0.017, adv=3.414, sprd=0.025]
Ep 023/60 [S2:+mat]:  39%|█▏ | 129/333 [03:21<05:21,  1.58s/it, loss=0.733, pair=0.023, adv=3.566, sprd=0.023]
Ep 023/60 [S2:+mat]:  39%|█▏ | 130/333 [03:21<05:10,  1.53s/it, loss=0.733, pair=0.023, adv=3.566, sprd=0.023]
Ep 023/60 [S2:+mat]:  39%|█▏ | 130/333 [03:23<05:10,  1.53s/it, loss=0.768, pair=0.020, adv=3.645, sprd=0.030]
Ep 023/60 [S2:+mat]:  39%|█▏ | 131/333 [03:23<05:26,  1.62s/it, loss=0.768, pair=0.020, adv=3.645, sprd=0.030]
Ep 023/60 [S2:+mat]:  39%|█▏ | 131/333 [03:25<05:26,  1.62s/it, loss=0.735, pair=0.011, adv=3.350, sprd=0.027]
Ep 023/60 [S2:+mat]:  40%|█▏ | 132/333 [03:25<05:14,  1.57s/it, loss=0.735, pair=0.011, adv=3.350, sprd=0.027]
Ep 023/60 [S2:+mat]:  40%|█▏ | 132/333 [03:26<05:14,  1.57s/it, loss=0.747, pair=0.018, adv=3.485, sprd=0.030]
Ep 023/60 [S2:+mat]:  40%|█▏ | 133/333 [03:26<05:21,  1.61s/it, loss=0.747, pair=0.018, adv=3.485, sprd=0.030]
Ep 023/60 [S2:+mat]:  40%|█▏ | 133/333 [03:28<05:21,  1.61s/it, loss=0.747, pair=0.026, adv=3.630, sprd=0.026]
Ep 023/60 [S2:+mat]:  40%|█▏ | 134/333 [03:28<05:13,  1.57s/it, loss=0.747, pair=0.026, adv=3.630, sprd=0.026]
Ep 023/60 [S2:+mat]:  40%|█▏ | 134/333 [03:30<05:13,  1.57s/it, loss=0.775, pair=0.012, adv=3.627, sprd=0.032]
Ep 023/60 [S2:+mat]:  41%|█▏ | 135/333 [03:30<05:26,  1.65s/it, loss=0.775, pair=0.012, adv=3.627, sprd=0.032]
Ep 023/60 [S2:+mat]:  41%|█▏ | 135/333 [03:31<05:26,  1.65s/it, loss=0.733, pair=0.008, adv=3.460, sprd=0.026]
Ep 023/60 [S2:+mat]:  41%|█▏ | 136/333 [03:31<05:12,  1.58s/it, loss=0.733, pair=0.008, adv=3.460, sprd=0.026]
Ep 023/60 [S2:+mat]:  41%|█▏ | 136/333 [03:33<05:12,  1.58s/it, loss=0.717, pair=0.005, adv=3.213, sprd=0.020]
Ep 023/60 [S2:+mat]:  41%|█▏ | 137/333 [03:33<05:14,  1.60s/it, loss=0.717, pair=0.005, adv=3.213, sprd=0.020]
Ep 023/60 [S2:+mat]:  41%|█▏ | 137/333 [03:34<05:14,  1.60s/it, loss=0.730, pair=0.021, adv=3.449, sprd=0.025]
Ep 023/60 [S2:+mat]:  41%|█▏ | 138/333 [03:34<05:03,  1.56s/it, loss=0.730, pair=0.021, adv=3.449, sprd=0.025]
Ep 023/60 [S2:+mat]:  41%|█▏ | 138/333 [03:36<05:03,  1.56s/it, loss=0.722, pair=0.004, adv=3.459, sprd=0.021]
Ep 023/60 [S2:+mat]:  42%|█▎ | 139/333 [03:36<05:09,  1.60s/it, loss=0.722, pair=0.004, adv=3.459, sprd=0.021]
Ep 023/60 [S2:+mat]:  42%|█▎ | 139/333 [03:37<05:09,  1.60s/it, loss=0.729, pair=0.028, adv=3.558, sprd=0.021]
Ep 023/60 [S2:+mat]:  42%|█▎ | 140/333 [03:37<04:56,  1.54s/it, loss=0.729, pair=0.028, adv=3.558, sprd=0.021]
Ep 023/60 [S2:+mat]:  42%|█▎ | 140/333 [03:39<04:56,  1.54s/it, loss=0.739, pair=0.031, adv=3.404, sprd=0.026]
Ep 023/60 [S2:+mat]:  42%|█▎ | 141/333 [03:39<04:54,  1.53s/it, loss=0.739, pair=0.031, adv=3.404, sprd=0.026]
Ep 023/60 [S2:+mat]:  42%|█▎ | 141/333 [03:40<04:54,  1.53s/it, loss=0.736, pair=0.059, adv=3.308, sprd=0.024]
Ep 023/60 [S2:+mat]:  43%|█▎ | 142/333 [03:40<04:46,  1.50s/it, loss=0.736, pair=0.059, adv=3.308, sprd=0.024]
Ep 023/60 [S2:+mat]:  43%|█▎ | 142/333 [03:42<04:46,  1.50s/it, loss=0.748, pair=0.051, adv=3.366, sprd=0.026]
Ep 023/60 [S2:+mat]:  43%|█▎ | 143/333 [03:42<05:02,  1.59s/it, loss=0.748, pair=0.051, adv=3.366, sprd=0.026]
Ep 023/60 [S2:+mat]:  43%|█▎ | 143/333 [03:44<05:02,  1.59s/it, loss=0.716, pair=0.061, adv=3.187, sprd=0.023]
Ep 023/60 [S2:+mat]:  43%|█▎ | 144/333 [03:44<04:49,  1.53s/it, loss=0.716, pair=0.061, adv=3.187, sprd=0.023]
Ep 023/60 [S2:+mat]:  43%|█▎ | 144/333 [03:45<04:49,  1.53s/it, loss=0.738, pair=0.021, adv=3.497, sprd=0.027]
Ep 023/60 [S2:+mat]:  44%|█▎ | 145/333 [03:45<04:57,  1.58s/it, loss=0.738, pair=0.021, adv=3.497, sprd=0.027]
Ep 023/60 [S2:+mat]:  44%|█▎ | 145/333 [03:47<04:57,  1.58s/it, loss=0.699, pair=0.009, adv=3.323, sprd=0.019]
Ep 023/60 [S2:+mat]:  44%|█▎ | 146/333 [03:47<04:42,  1.51s/it, loss=0.699, pair=0.009, adv=3.323, sprd=0.019]
Ep 023/60 [S2:+mat]:  44%|█▎ | 146/333 [03:48<04:42,  1.51s/it, loss=0.826, pair=0.027, adv=3.383, sprd=0.029]
Ep 023/60 [S2:+mat]:  44%|█▎ | 147/333 [03:48<04:52,  1.57s/it, loss=0.826, pair=0.027, adv=3.383, sprd=0.029]
Ep 023/60 [S2:+mat]:  44%|█▎ | 147/333 [03:50<04:52,  1.57s/it, loss=0.708, pair=0.012, adv=3.357, sprd=0.019]
Ep 023/60 [S2:+mat]:  44%|█▎ | 148/333 [03:50<04:40,  1.52s/it, loss=0.708, pair=0.012, adv=3.357, sprd=0.019]
Ep 023/60 [S2:+mat]:  44%|█▎ | 148/333 [03:51<04:40,  1.52s/it, loss=0.756, pair=0.012, adv=3.471, sprd=0.030]
Ep 023/60 [S2:+mat]:  45%|█▎ | 149/333 [03:51<04:52,  1.59s/it, loss=0.756, pair=0.012, adv=3.471, sprd=0.030]
Ep 023/60 [S2:+mat]:  45%|█▎ | 149/333 [03:53<04:52,  1.59s/it, loss=0.733, pair=0.029, adv=3.332, sprd=0.025]
Ep 023/60 [S2:+mat]:  45%|█▎ | 150/333 [03:53<04:41,  1.54s/it, loss=0.733, pair=0.029, adv=3.332, sprd=0.025]
Ep 023/60 [S2:+mat]:  45%|█▎ | 150/333 [03:55<04:41,  1.54s/it, loss=0.746, pair=0.016, adv=3.514, sprd=0.022]
Ep 023/60 [S2:+mat]:  45%|█▎ | 151/333 [03:55<04:48,  1.59s/it, loss=0.746, pair=0.016, adv=3.514, sprd=0.022]
Ep 023/60 [S2:+mat]:  45%|█▎ | 151/333 [03:56<04:48,  1.59s/it, loss=0.725, pair=0.009, adv=3.303, sprd=0.023]
Ep 023/60 [S2:+mat]:  46%|█▎ | 152/333 [03:56<04:37,  1.53s/it, loss=0.725, pair=0.009, adv=3.303, sprd=0.023]
Ep 023/60 [S2:+mat]:  46%|█▎ | 152/333 [03:58<04:37,  1.53s/it, loss=0.726, pair=0.017, adv=3.457, sprd=0.024]
Ep 023/60 [S2:+mat]:  46%|█▍ | 153/333 [03:58<04:49,  1.61s/it, loss=0.726, pair=0.017, adv=3.457, sprd=0.024]
Ep 023/60 [S2:+mat]:  46%|█▍ | 153/333 [03:59<04:49,  1.61s/it, loss=0.718, pair=0.028, adv=3.233, sprd=0.024]
Ep 023/60 [S2:+mat]:  46%|█▍ | 154/333 [03:59<04:37,  1.55s/it, loss=0.718, pair=0.028, adv=3.233, sprd=0.024]
Ep 023/60 [S2:+mat]:  46%|█▍ | 154/333 [04:01<04:37,  1.55s/it, loss=0.747, pair=0.018, adv=3.531, sprd=0.027]
Ep 023/60 [S2:+mat]:  47%|█▍ | 155/333 [04:01<04:51,  1.64s/it, loss=0.747, pair=0.018, adv=3.531, sprd=0.027]
Ep 023/60 [S2:+mat]:  47%|█▍ | 155/333 [04:02<04:51,  1.64s/it, loss=0.703, pair=0.014, adv=3.462, sprd=0.018]
Ep 023/60 [S2:+mat]:  47%|█▍ | 156/333 [04:02<04:26,  1.51s/it, loss=0.703, pair=0.014, adv=3.462, sprd=0.018]
Ep 023/60 [S2:+mat]:  47%|█▍ | 156/333 [04:04<04:26,  1.51s/it, loss=0.733, pair=0.014, adv=3.672, sprd=0.025]
Ep 023/60 [S2:+mat]:  47%|█▍ | 157/333 [04:04<04:40,  1.60s/it, loss=0.733, pair=0.014, adv=3.672, sprd=0.025]
Ep 023/60 [S2:+mat]:  47%|█▍ | 157/333 [04:05<04:40,  1.60s/it, loss=0.709, pair=0.006, adv=3.507, sprd=0.018]
Ep 023/60 [S2:+mat]:  47%|█▍ | 158/333 [04:05<04:27,  1.53s/it, loss=0.709, pair=0.006, adv=3.507, sprd=0.018]
Ep 023/60 [S2:+mat]:  47%|█▍ | 158/333 [04:07<04:27,  1.53s/it, loss=0.745, pair=0.009, adv=3.363, sprd=0.029]
Ep 023/60 [S2:+mat]:  48%|█▍ | 159/333 [04:07<04:37,  1.60s/it, loss=0.745, pair=0.009, adv=3.363, sprd=0.029]
Ep 023/60 [S2:+mat]:  48%|█▍ | 159/333 [04:09<04:37,  1.60s/it, loss=0.761, pair=0.028, adv=3.394, sprd=0.029]
Ep 023/60 [S2:+mat]:  48%|█▍ | 160/333 [04:09<04:28,  1.55s/it, loss=0.761, pair=0.028, adv=3.394, sprd=0.029]
Ep 023/60 [S2:+mat]:  48%|█▍ | 160/333 [04:10<04:28,  1.55s/it, loss=0.710, pair=0.025, adv=3.588, sprd=0.020]
Ep 023/60 [S2:+mat]:  48%|█▍ | 161/333 [04:10<04:38,  1.62s/it, loss=0.710, pair=0.025, adv=3.588, sprd=0.020]
Ep 023/60 [S2:+mat]:  48%|█▍ | 161/333 [04:12<04:38,  1.62s/it, loss=0.741, pair=0.031, adv=3.384, sprd=0.025]
Ep 023/60 [S2:+mat]:  49%|█▍ | 162/333 [04:12<04:27,  1.56s/it, loss=0.741, pair=0.031, adv=3.384, sprd=0.025]
Ep 023/60 [S2:+mat]:  49%|█▍ | 162/333 [04:13<04:27,  1.56s/it, loss=0.732, pair=0.012, adv=3.148, sprd=0.020]
Ep 023/60 [S2:+mat]:  49%|█▍ | 163/333 [04:13<04:26,  1.57s/it, loss=0.732, pair=0.012, adv=3.148, sprd=0.020]
Ep 023/60 [S2:+mat]:  49%|█▍ | 163/333 [04:15<04:26,  1.57s/it, loss=0.732, pair=0.015, adv=3.054, sprd=0.032]
Ep 023/60 [S2:+mat]:  49%|█▍ | 164/333 [04:15<04:20,  1.54s/it, loss=0.732, pair=0.015, adv=3.054, sprd=0.032]
Ep 023/60 [S2:+mat]:  49%|█▍ | 164/333 [04:17<04:20,  1.54s/it, loss=0.743, pair=0.049, adv=3.559, sprd=0.026]
Ep 023/60 [S2:+mat]:  50%|█▍ | 165/333 [04:17<04:31,  1.62s/it, loss=0.743, pair=0.049, adv=3.559, sprd=0.026]
Ep 023/60 [S2:+mat]:  50%|█▍ | 165/333 [04:18<04:31,  1.62s/it, loss=0.693, pair=0.018, adv=2.963, sprd=0.024]
Ep 023/60 [S2:+mat]:  50%|█▍ | 166/333 [04:18<04:17,  1.54s/it, loss=0.693, pair=0.018, adv=2.963, sprd=0.024]
Ep 023/60 [S2:+mat]:  50%|█▍ | 166/333 [04:20<04:17,  1.54s/it, loss=0.801, pair=0.002, adv=3.669, sprd=0.022]
Ep 023/60 [S2:+mat]:  50%|█▌ | 167/333 [04:20<04:27,  1.61s/it, loss=0.801, pair=0.002, adv=3.669, sprd=0.022]
Ep 023/60 [S2:+mat]:  50%|█▌ | 167/333 [04:21<04:27,  1.61s/it, loss=0.714, pair=0.016, adv=3.393, sprd=0.022]
Ep 023/60 [S2:+mat]:  50%|█▌ | 168/333 [04:21<04:15,  1.55s/it, loss=0.714, pair=0.016, adv=3.393, sprd=0.022]
Ep 023/60 [S2:+mat]:  50%|█▌ | 168/333 [04:23<04:15,  1.55s/it, loss=0.827, pair=0.029, adv=3.767, sprd=0.028]
Ep 023/60 [S2:+mat]:  51%|█▌ | 169/333 [04:23<04:27,  1.63s/it, loss=0.827, pair=0.029, adv=3.767, sprd=0.028]
Ep 023/60 [S2:+mat]:  51%|█▌ | 169/333 [04:24<04:27,  1.63s/it, loss=0.705, pair=0.046, adv=3.098, sprd=0.022]
Ep 023/60 [S2:+mat]:  51%|█▌ | 170/333 [04:24<04:14,  1.56s/it, loss=0.705, pair=0.046, adv=3.098, sprd=0.022]
Ep 023/60 [S2:+mat]:  51%|█▌ | 170/333 [04:26<04:14,  1.56s/it, loss=0.735, pair=0.033, adv=3.501, sprd=0.023]
Ep 023/60 [S2:+mat]:  51%|█▌ | 171/333 [04:26<04:14,  1.57s/it, loss=0.735, pair=0.033, adv=3.501, sprd=0.023]
Ep 023/60 [S2:+mat]:  51%|█▌ | 171/333 [04:27<04:14,  1.57s/it, loss=0.697, pair=0.005, adv=3.174, sprd=0.020]
Ep 023/60 [S2:+mat]:  52%|█▌ | 172/333 [04:27<04:02,  1.51s/it, loss=0.697, pair=0.005, adv=3.174, sprd=0.020]
Ep 023/60 [S2:+mat]:  52%|█▌ | 172/333 [04:29<04:02,  1.51s/it, loss=0.736, pair=0.037, adv=3.318, sprd=0.025]
Ep 023/60 [S2:+mat]:  52%|█▌ | 173/333 [04:29<04:12,  1.58s/it, loss=0.736, pair=0.037, adv=3.318, sprd=0.025]
Ep 023/60 [S2:+mat]:  52%|█▌ | 173/333 [04:31<04:12,  1.58s/it, loss=0.736, pair=0.015, adv=3.422, sprd=0.026]
Ep 023/60 [S2:+mat]:  52%|█▌ | 174/333 [04:31<04:05,  1.54s/it, loss=0.736, pair=0.015, adv=3.422, sprd=0.026]
Ep 023/60 [S2:+mat]:  52%|█▌ | 174/333 [04:32<04:05,  1.54s/it, loss=0.726, pair=0.018, adv=3.491, sprd=0.024]
Ep 023/60 [S2:+mat]:  53%|█▌ | 175/333 [04:32<04:10,  1.59s/it, loss=0.726, pair=0.018, adv=3.491, sprd=0.024]
Ep 023/60 [S2:+mat]:  53%|█▌ | 175/333 [04:34<04:10,  1.59s/it, loss=0.708, pair=0.053, adv=3.166, sprd=0.021]
Ep 023/60 [S2:+mat]:  53%|█▌ | 176/333 [04:34<03:58,  1.52s/it, loss=0.708, pair=0.053, adv=3.166, sprd=0.021]
Ep 023/60 [S2:+mat]:  53%|█▌ | 176/333 [04:35<03:58,  1.52s/it, loss=0.726, pair=0.035, adv=3.337, sprd=0.025]
Ep 023/60 [S2:+mat]:  53%|█▌ | 177/333 [04:35<04:06,  1.58s/it, loss=0.726, pair=0.035, adv=3.337, sprd=0.025]
Ep 023/60 [S2:+mat]:  53%|█▌ | 177/333 [04:37<04:06,  1.58s/it, loss=0.723, pair=0.005, adv=3.563, sprd=0.023]
Ep 023/60 [S2:+mat]:  53%|█▌ | 178/333 [04:37<03:55,  1.52s/it, loss=0.723, pair=0.005, adv=3.563, sprd=0.023]
Ep 023/60 [S2:+mat]:  53%|█▌ | 178/333 [04:38<03:55,  1.52s/it, loss=0.711, pair=0.024, adv=3.230, sprd=0.022]
Ep 023/60 [S2:+mat]:  54%|█▌ | 179/333 [04:38<04:01,  1.57s/it, loss=0.711, pair=0.024, adv=3.230, sprd=0.022]
Ep 023/60 [S2:+mat]:  54%|█▌ | 179/333 [04:40<04:01,  1.57s/it, loss=0.717, pair=0.010, adv=3.290, sprd=0.024]
Ep 023/60 [S2:+mat]:  54%|█▌ | 180/333 [04:40<03:52,  1.52s/it, loss=0.717, pair=0.010, adv=3.290, sprd=0.024]
Ep 023/60 [S2:+mat]:  54%|█▌ | 180/333 [04:42<03:52,  1.52s/it, loss=0.738, pair=0.045, adv=3.361, sprd=0.025]
Ep 023/60 [S2:+mat]:  54%|█▋ | 181/333 [04:42<03:59,  1.58s/it, loss=0.738, pair=0.045, adv=3.361, sprd=0.025]
Ep 023/60 [S2:+mat]:  54%|█▋ | 181/333 [04:43<03:59,  1.58s/it, loss=0.729, pair=0.023, adv=3.457, sprd=0.025]
Ep 023/60 [S2:+mat]:  55%|█▋ | 182/333 [04:43<03:51,  1.53s/it, loss=0.729, pair=0.023, adv=3.457, sprd=0.025]
Ep 023/60 [S2:+mat]:  55%|█▋ | 182/333 [04:45<03:51,  1.53s/it, loss=0.696, pair=0.050, adv=3.077, sprd=0.020]
Ep 023/60 [S2:+mat]:  55%|█▋ | 183/333 [04:45<03:51,  1.55s/it, loss=0.696, pair=0.050, adv=3.077, sprd=0.020]
Ep 023/60 [S2:+mat]:  55%|█▋ | 183/333 [04:46<03:51,  1.55s/it, loss=0.723, pair=0.028, adv=3.679, sprd=0.018]
Ep 023/60 [S2:+mat]:  55%|█▋ | 184/333 [04:46<03:41,  1.49s/it, loss=0.723, pair=0.028, adv=3.679, sprd=0.018]
Ep 023/60 [S2:+mat]:  55%|█▋ | 184/333 [04:48<03:41,  1.49s/it, loss=0.746, pair=0.013, adv=3.687, sprd=0.027]
Ep 023/60 [S2:+mat]:  56%|█▋ | 185/333 [04:48<03:52,  1.57s/it, loss=0.746, pair=0.013, adv=3.687, sprd=0.027]
Ep 023/60 [S2:+mat]:  56%|█▋ | 185/333 [04:49<03:52,  1.57s/it, loss=0.738, pair=0.020, adv=3.481, sprd=0.028]
Ep 023/60 [S2:+mat]:  56%|█▋ | 186/333 [04:49<03:39,  1.49s/it, loss=0.738, pair=0.020, adv=3.481, sprd=0.028]
Ep 023/60 [S2:+mat]:  56%|█▋ | 186/333 [04:51<03:39,  1.49s/it, loss=0.821, pair=0.023, adv=3.586, sprd=0.026]
Ep 023/60 [S2:+mat]:  56%|█▋ | 187/333 [04:51<03:48,  1.56s/it, loss=0.821, pair=0.023, adv=3.586, sprd=0.026]
Ep 023/60 [S2:+mat]:  56%|█▋ | 187/333 [04:52<03:48,  1.56s/it, loss=0.727, pair=0.029, adv=3.424, sprd=0.022]
Ep 023/60 [S2:+mat]:  56%|█▋ | 188/333 [04:52<03:39,  1.51s/it, loss=0.727, pair=0.029, adv=3.424, sprd=0.022]
Ep 023/60 [S2:+mat]:  56%|█▋ | 188/333 [04:54<03:39,  1.51s/it, loss=0.747, pair=0.020, adv=3.455, sprd=0.028]
Ep 023/60 [S2:+mat]:  57%|█▋ | 189/333 [04:54<03:46,  1.57s/it, loss=0.747, pair=0.020, adv=3.455, sprd=0.028]
Ep 023/60 [S2:+mat]:  57%|█▋ | 189/333 [04:55<03:46,  1.57s/it, loss=0.736, pair=0.041, adv=3.935, sprd=0.025]
Ep 023/60 [S2:+mat]:  57%|█▋ | 190/333 [04:55<03:41,  1.55s/it, loss=0.736, pair=0.041, adv=3.935, sprd=0.025]
Ep 023/60 [S2:+mat]:  57%|█▋ | 190/333 [04:57<03:41,  1.55s/it, loss=0.743, pair=0.039, adv=3.590, sprd=0.024]
Ep 023/60 [S2:+mat]:  57%|█▋ | 191/333 [04:57<03:47,  1.60s/it, loss=0.743, pair=0.039, adv=3.590, sprd=0.024]
Ep 023/60 [S2:+mat]:  57%|█▋ | 191/333 [04:58<03:47,  1.60s/it, loss=0.728, pair=0.026, adv=3.640, sprd=0.024]
Ep 023/60 [S2:+mat]:  58%|█▋ | 192/333 [04:58<03:37,  1.55s/it, loss=0.728, pair=0.026, adv=3.640, sprd=0.024]
Ep 023/60 [S2:+mat]:  58%|█▋ | 192/333 [05:00<03:37,  1.55s/it, loss=0.720, pair=0.015, adv=3.651, sprd=0.022]
Ep 023/60 [S2:+mat]:  58%|█▋ | 193/333 [05:00<03:45,  1.61s/it, loss=0.720, pair=0.015, adv=3.651, sprd=0.022]
Ep 023/60 [S2:+mat]:  58%|█▋ | 193/333 [05:02<03:45,  1.61s/it, loss=0.737, pair=0.023, adv=3.350, sprd=0.026]
Ep 023/60 [S2:+mat]:  58%|█▋ | 194/333 [05:02<03:37,  1.56s/it, loss=0.737, pair=0.023, adv=3.350, sprd=0.026]
Ep 023/60 [S2:+mat]:  58%|█▋ | 194/333 [05:03<03:37,  1.56s/it, loss=0.752, pair=0.038, adv=3.251, sprd=0.030]
Ep 023/60 [S2:+mat]:  59%|█▊ | 195/333 [05:03<03:41,  1.60s/it, loss=0.752, pair=0.038, adv=3.251, sprd=0.030]
Ep 023/60 [S2:+mat]:  59%|█▊ | 195/333 [05:05<03:41,  1.60s/it, loss=0.742, pair=0.016, adv=3.714, sprd=0.029]
Ep 023/60 [S2:+mat]:  59%|█▊ | 196/333 [05:05<03:33,  1.56s/it, loss=0.742, pair=0.016, adv=3.714, sprd=0.029]
Ep 023/60 [S2:+mat]:  59%|█▊ | 196/333 [05:07<03:33,  1.56s/it, loss=0.731, pair=0.021, adv=3.711, sprd=0.022]
Ep 023/60 [S2:+mat]:  59%|█▊ | 197/333 [05:07<03:38,  1.61s/it, loss=0.731, pair=0.021, adv=3.711, sprd=0.022]
Ep 023/60 [S2:+mat]:  59%|█▊ | 197/333 [05:08<03:38,  1.61s/it, loss=0.734, pair=0.018, adv=3.515, sprd=0.025]
Ep 023/60 [S2:+mat]:  59%|█▊ | 198/333 [05:08<03:30,  1.56s/it, loss=0.734, pair=0.018, adv=3.515, sprd=0.025]
Ep 023/60 [S2:+mat]:  59%|█▊ | 198/333 [05:10<03:30,  1.56s/it, loss=0.757, pair=0.017, adv=3.733, sprd=0.030]
Ep 023/60 [S2:+mat]:  60%|█▊ | 199/333 [05:10<03:38,  1.63s/it, loss=0.757, pair=0.017, adv=3.733, sprd=0.030]
Ep 023/60 [S2:+mat]:  60%|█▊ | 199/333 [05:11<03:38,  1.63s/it, loss=0.727, pair=0.017, adv=3.334, sprd=0.026]
Ep 023/60 [S2:+mat]:  60%|█▊ | 200/333 [05:11<03:29,  1.58s/it, loss=0.727, pair=0.017, adv=3.334, sprd=0.026]
Ep 023/60 [S2:+mat]:  60%|█▊ | 200/333 [05:13<03:29,  1.58s/it, loss=0.814, pair=0.032, adv=3.376, sprd=0.022]
Ep 023/60 [S2:+mat]:  60%|█▊ | 201/333 [05:13<03:26,  1.57s/it, loss=0.814, pair=0.032, adv=3.376, sprd=0.022]
Ep 023/60 [S2:+mat]:  60%|█▊ | 201/333 [05:14<03:26,  1.57s/it, loss=0.776, pair=0.035, adv=3.579, sprd=0.033]
Ep 023/60 [S2:+mat]:  61%|█▊ | 202/333 [05:14<03:23,  1.55s/it, loss=0.776, pair=0.035, adv=3.579, sprd=0.033]
Ep 023/60 [S2:+mat]:  61%|█▊ | 202/333 [05:16<03:23,  1.55s/it, loss=0.752, pair=0.019, adv=3.479, sprd=0.026]
Ep 023/60 [S2:+mat]:  61%|█▊ | 203/333 [05:16<03:28,  1.60s/it, loss=0.752, pair=0.019, adv=3.479, sprd=0.026]
Ep 023/60 [S2:+mat]:  61%|█▊ | 203/333 [05:17<03:28,  1.60s/it, loss=0.724, pair=0.014, adv=3.467, sprd=0.024]
Ep 023/60 [S2:+mat]:  61%|█▊ | 204/333 [05:17<03:20,  1.56s/it, loss=0.724, pair=0.014, adv=3.467, sprd=0.024]
Ep 023/60 [S2:+mat]:  61%|█▊ | 204/333 [05:19<03:20,  1.56s/it, loss=0.740, pair=0.044, adv=3.477, sprd=0.022]
Ep 023/60 [S2:+mat]:  62%|█▊ | 205/333 [05:19<03:30,  1.64s/it, loss=0.740, pair=0.044, adv=3.477, sprd=0.022]
Ep 023/60 [S2:+mat]:  62%|█▊ | 205/333 [05:21<03:30,  1.64s/it, loss=0.706, pair=0.026, adv=3.183, sprd=0.021]
Ep 023/60 [S2:+mat]:  62%|█▊ | 206/333 [05:21<03:19,  1.57s/it, loss=0.706, pair=0.026, adv=3.183, sprd=0.021]
Ep 023/60 [S2:+mat]:  62%|█▊ | 206/333 [05:22<03:19,  1.57s/it, loss=1.337, pair=2.043, adv=3.573, sprd=0.027]
Ep 023/60 [S2:+mat]:  62%|█▊ | 207/333 [05:22<03:23,  1.62s/it, loss=1.337, pair=2.043, adv=3.573, sprd=0.027]
Ep 023/60 [S2:+mat]:  62%|█▊ | 207/333 [05:24<03:23,  1.62s/it, loss=0.736, pair=0.006, adv=3.730, sprd=0.025]
Ep 023/60 [S2:+mat]:  62%|█▊ | 208/333 [05:24<03:16,  1.57s/it, loss=0.736, pair=0.006, adv=3.730, sprd=0.025]
Ep 023/60 [S2:+mat]:  62%|█▊ | 208/333 [05:25<03:16,  1.57s/it, loss=0.725, pair=0.010, adv=2.956, sprd=0.019]
Ep 023/60 [S2:+mat]:  63%|█▉ | 209/333 [05:25<03:15,  1.58s/it, loss=0.725, pair=0.010, adv=2.956, sprd=0.019]
Ep 023/60 [S2:+mat]:  63%|█▉ | 209/333 [05:27<03:15,  1.58s/it, loss=0.709, pair=0.003, adv=3.264, sprd=0.024]
Ep 023/60 [S2:+mat]:  63%|█▉ | 210/333 [05:27<03:07,  1.53s/it, loss=0.709, pair=0.003, adv=3.264, sprd=0.024]
Ep 023/60 [S2:+mat]:  63%|█▉ | 210/333 [05:29<03:07,  1.53s/it, loss=0.968, pair=0.825, adv=3.526, sprd=0.024]
Ep 023/60 [S2:+mat]:  63%|█▉ | 211/333 [05:29<03:14,  1.60s/it, loss=0.968, pair=0.825, adv=3.526, sprd=0.024]
Ep 023/60 [S2:+mat]:  63%|█▉ | 211/333 [05:30<03:14,  1.60s/it, loss=0.697, pair=0.027, adv=3.086, sprd=0.022]
Ep 023/60 [S2:+mat]:  64%|█▉ | 212/333 [05:30<03:04,  1.52s/it, loss=0.697, pair=0.027, adv=3.086, sprd=0.022]
Ep 023/60 [S2:+mat]:  64%|█▉ | 212/333 [05:32<03:04,  1.52s/it, loss=0.747, pair=0.008, adv=3.358, sprd=0.028]
Ep 023/60 [S2:+mat]:  64%|█▉ | 213/333 [05:32<03:11,  1.60s/it, loss=0.747, pair=0.008, adv=3.358, sprd=0.028]
Ep 023/60 [S2:+mat]:  64%|█▉ | 213/333 [05:33<03:11,  1.60s/it, loss=0.772, pair=0.011, adv=3.602, sprd=0.033]
Ep 023/60 [S2:+mat]:  64%|█▉ | 214/333 [05:33<03:06,  1.57s/it, loss=0.772, pair=0.011, adv=3.602, sprd=0.033]
Ep 023/60 [S2:+mat]:  64%|█▉ | 214/333 [05:35<03:06,  1.57s/it, loss=0.830, pair=0.014, adv=3.740, sprd=0.027]
Ep 023/60 [S2:+mat]:  65%|█▉ | 215/333 [05:35<03:14,  1.65s/it, loss=0.830, pair=0.014, adv=3.740, sprd=0.027]
Ep 023/60 [S2:+mat]:  65%|█▉ | 215/333 [05:36<03:14,  1.65s/it, loss=0.723, pair=0.013, adv=3.492, sprd=0.021]
Ep 023/60 [S2:+mat]:  65%|█▉ | 216/333 [05:36<02:58,  1.52s/it, loss=0.723, pair=0.013, adv=3.492, sprd=0.021]
Ep 023/60 [S2:+mat]:  65%|█▉ | 216/333 [05:38<02:58,  1.52s/it, loss=0.682, pair=0.008, adv=3.008, sprd=0.020]
Ep 023/60 [S2:+mat]:  65%|█▉ | 217/333 [05:38<02:59,  1.55s/it, loss=0.682, pair=0.008, adv=3.008, sprd=0.020]
Ep 023/60 [S2:+mat]:  65%|█▉ | 217/333 [05:39<02:59,  1.55s/it, loss=0.719, pair=0.006, adv=3.240, sprd=0.026]
Ep 023/60 [S2:+mat]:  65%|█▉ | 218/333 [05:39<02:54,  1.52s/it, loss=0.719, pair=0.006, adv=3.240, sprd=0.026]
Ep 023/60 [S2:+mat]:  65%|█▉ | 218/333 [05:41<02:54,  1.52s/it, loss=0.733, pair=0.007, adv=3.391, sprd=0.026]
Ep 023/60 [S2:+mat]:  66%|█▉ | 219/333 [05:41<02:58,  1.57s/it, loss=0.733, pair=0.007, adv=3.391, sprd=0.026]
Ep 023/60 [S2:+mat]:  66%|█▉ | 219/333 [05:43<02:58,  1.57s/it, loss=0.738, pair=0.029, adv=3.644, sprd=0.026]
Ep 023/60 [S2:+mat]:  66%|█▉ | 220/333 [05:43<02:52,  1.53s/it, loss=0.738, pair=0.029, adv=3.644, sprd=0.026]
Ep 023/60 [S2:+mat]:  66%|█▉ | 220/333 [05:44<02:52,  1.53s/it, loss=0.836, pair=0.026, adv=3.464, sprd=0.028]
Ep 023/60 [S2:+mat]:  66%|█▉ | 221/333 [05:44<03:01,  1.62s/it, loss=0.836, pair=0.026, adv=3.464, sprd=0.028]
Ep 023/60 [S2:+mat]:  66%|█▉ | 221/333 [05:46<03:01,  1.62s/it, loss=0.732, pair=0.031, adv=3.309, sprd=0.024]
Ep 023/60 [S2:+mat]:  67%|██ | 222/333 [05:46<02:52,  1.55s/it, loss=0.732, pair=0.031, adv=3.309, sprd=0.024]
Ep 023/60 [S2:+mat]:  67%|██ | 222/333 [05:47<02:52,  1.55s/it, loss=0.732, pair=0.022, adv=3.352, sprd=0.024]
Ep 023/60 [S2:+mat]:  67%|██ | 223/333 [05:47<02:56,  1.60s/it, loss=0.732, pair=0.022, adv=3.352, sprd=0.024]
Ep 023/60 [S2:+mat]:  67%|██ | 223/333 [05:49<02:56,  1.60s/it, loss=0.727, pair=0.023, adv=3.432, sprd=0.025]
Ep 023/60 [S2:+mat]:  67%|██ | 224/333 [05:49<02:48,  1.55s/it, loss=0.727, pair=0.023, adv=3.432, sprd=0.025]
Ep 023/60 [S2:+mat]:  67%|██ | 224/333 [05:51<02:48,  1.55s/it, loss=0.740, pair=0.029, adv=3.478, sprd=0.024]
Ep 023/60 [S2:+mat]:  68%|██ | 225/333 [05:51<02:53,  1.60s/it, loss=0.740, pair=0.029, adv=3.478, sprd=0.024]
Ep 023/60 [S2:+mat]:  68%|██ | 225/333 [05:52<02:53,  1.60s/it, loss=0.732, pair=0.014, adv=3.351, sprd=0.023]
Ep 023/60 [S2:+mat]:  68%|██ | 226/333 [05:52<02:44,  1.54s/it, loss=0.732, pair=0.014, adv=3.351, sprd=0.023]
Ep 023/60 [S2:+mat]:  68%|██ | 226/333 [05:54<02:44,  1.54s/it, loss=0.724, pair=0.019, adv=3.601, sprd=0.021]
Ep 023/60 [S2:+mat]:  68%|██ | 227/333 [05:54<02:49,  1.60s/it, loss=0.724, pair=0.019, adv=3.601, sprd=0.021]
Ep 023/60 [S2:+mat]:  68%|██ | 227/333 [05:55<02:49,  1.60s/it, loss=0.737, pair=0.032, adv=3.572, sprd=0.025]
Ep 023/60 [S2:+mat]:  68%|██ | 228/333 [05:55<02:42,  1.54s/it, loss=0.737, pair=0.032, adv=3.572, sprd=0.025]
Ep 023/60 [S2:+mat]:  68%|██ | 228/333 [05:57<02:42,  1.54s/it, loss=0.736, pair=0.035, adv=3.141, sprd=0.028]
Ep 023/60 [S2:+mat]:  69%|██ | 229/333 [05:57<02:44,  1.58s/it, loss=0.736, pair=0.035, adv=3.141, sprd=0.028]
Ep 023/60 [S2:+mat]:  69%|██ | 229/333 [05:58<02:44,  1.58s/it, loss=0.731, pair=0.062, adv=3.212, sprd=0.023]
Ep 023/60 [S2:+mat]:  69%|██ | 230/333 [05:58<02:37,  1.53s/it, loss=0.731, pair=0.062, adv=3.212, sprd=0.023]
Ep 023/60 [S2:+mat]:  69%|██ | 230/333 [06:00<02:37,  1.53s/it, loss=0.726, pair=0.036, adv=3.513, sprd=0.019]
Ep 023/60 [S2:+mat]:  69%|██ | 231/333 [06:00<02:34,  1.51s/it, loss=0.726, pair=0.036, adv=3.513, sprd=0.019]
Ep 023/60 [S2:+mat]:  69%|██ | 231/333 [06:01<02:34,  1.51s/it, loss=0.734, pair=0.020, adv=3.512, sprd=0.026]
Ep 023/60 [S2:+mat]:  70%|██ | 232/333 [06:01<02:30,  1.49s/it, loss=0.734, pair=0.020, adv=3.512, sprd=0.026]
Ep 023/60 [S2:+mat]:  70%|██ | 232/333 [06:03<02:30,  1.49s/it, loss=0.733, pair=0.042, adv=3.897, sprd=0.025]
Ep 023/60 [S2:+mat]:  70%|██ | 233/333 [06:03<02:39,  1.59s/it, loss=0.733, pair=0.042, adv=3.897, sprd=0.025]
Ep 023/60 [S2:+mat]:  70%|██ | 233/333 [06:04<02:39,  1.59s/it, loss=0.713, pair=0.012, adv=3.667, sprd=0.021]
Ep 023/60 [S2:+mat]:  70%|██ | 234/333 [06:04<02:32,  1.54s/it, loss=0.713, pair=0.012, adv=3.667, sprd=0.021]
Ep 023/60 [S2:+mat]:  70%|██ | 234/333 [06:06<02:32,  1.54s/it, loss=0.730, pair=0.016, adv=3.541, sprd=0.025]
Ep 023/60 [S2:+mat]:  71%|██ | 235/333 [06:06<02:37,  1.60s/it, loss=0.730, pair=0.016, adv=3.541, sprd=0.025]
Ep 023/60 [S2:+mat]:  71%|██ | 235/333 [06:08<02:37,  1.60s/it, loss=0.707, pair=0.011, adv=3.310, sprd=0.019]
Ep 023/60 [S2:+mat]:  71%|██▏| 236/333 [06:08<02:29,  1.54s/it, loss=0.707, pair=0.011, adv=3.310, sprd=0.019]
Ep 023/60 [S2:+mat]:  71%|██▏| 236/333 [06:09<02:29,  1.54s/it, loss=0.761, pair=0.047, adv=3.276, sprd=0.030]
Ep 023/60 [S2:+mat]:  71%|██▏| 237/333 [06:09<02:33,  1.60s/it, loss=0.761, pair=0.047, adv=3.276, sprd=0.030]
Ep 023/60 [S2:+mat]:  71%|██▏| 237/333 [06:11<02:33,  1.60s/it, loss=0.720, pair=0.032, adv=3.573, sprd=0.020]
Ep 023/60 [S2:+mat]:  71%|██▏| 238/333 [06:11<02:25,  1.53s/it, loss=0.720, pair=0.032, adv=3.573, sprd=0.020]
Ep 023/60 [S2:+mat]:  71%|██▏| 238/333 [06:12<02:25,  1.53s/it, loss=0.769, pair=0.020, adv=3.646, sprd=0.029]
Ep 023/60 [S2:+mat]:  72%|██▏| 239/333 [06:12<02:31,  1.61s/it, loss=0.769, pair=0.020, adv=3.646, sprd=0.029]
Ep 023/60 [S2:+mat]:  72%|██▏| 239/333 [06:14<02:31,  1.61s/it, loss=0.716, pair=0.014, adv=3.760, sprd=0.021]
Ep 023/60 [S2:+mat]:  72%|██▏| 240/333 [06:14<02:23,  1.54s/it, loss=0.716, pair=0.014, adv=3.760, sprd=0.021]
Ep 023/60 [S2:+mat]:  72%|██▏| 240/333 [06:16<02:23,  1.54s/it, loss=0.723, pair=0.013, adv=3.720, sprd=0.022]
Ep 023/60 [S2:+mat]:  72%|██▏| 241/333 [06:16<02:27,  1.60s/it, loss=0.723, pair=0.013, adv=3.720, sprd=0.022]
Ep 023/60 [S2:+mat]:  72%|██▏| 241/333 [06:17<02:27,  1.60s/it, loss=0.734, pair=0.030, adv=3.599, sprd=0.024]
Ep 023/60 [S2:+mat]:  73%|██▏| 242/333 [06:17<02:21,  1.56s/it, loss=0.734, pair=0.030, adv=3.599, sprd=0.024]
Ep 023/60 [S2:+mat]:  73%|██▏| 242/333 [06:19<02:21,  1.56s/it, loss=0.743, pair=0.023, adv=3.160, sprd=0.031]
Ep 023/60 [S2:+mat]:  73%|██▏| 243/333 [06:19<02:26,  1.63s/it, loss=0.743, pair=0.023, adv=3.160, sprd=0.031]
Ep 023/60 [S2:+mat]:  73%|██▏| 243/333 [06:20<02:26,  1.63s/it, loss=0.754, pair=0.016, adv=3.433, sprd=0.031]
Ep 023/60 [S2:+mat]:  73%|██▏| 244/333 [06:20<02:21,  1.59s/it, loss=0.754, pair=0.016, adv=3.433, sprd=0.031]
Ep 023/60 [S2:+mat]:  73%|██▏| 244/333 [06:22<02:21,  1.59s/it, loss=0.716, pair=0.007, adv=3.144, sprd=0.026]
Ep 023/60 [S2:+mat]:  74%|██▏| 245/333 [06:22<02:23,  1.63s/it, loss=0.716, pair=0.007, adv=3.144, sprd=0.026]
Ep 023/60 [S2:+mat]:  74%|██▏| 245/333 [06:23<02:23,  1.63s/it, loss=0.738, pair=0.012, adv=3.411, sprd=0.028]
Ep 023/60 [S2:+mat]:  74%|██▏| 246/333 [06:23<02:12,  1.53s/it, loss=0.738, pair=0.012, adv=3.411, sprd=0.028]
Ep 023/60 [S2:+mat]:  74%|██▏| 246/333 [06:25<02:12,  1.53s/it, loss=0.714, pair=0.018, adv=3.444, sprd=0.021]
Ep 023/60 [S2:+mat]:  74%|██▏| 247/333 [06:25<02:16,  1.58s/it, loss=0.714, pair=0.018, adv=3.444, sprd=0.021]
Ep 023/60 [S2:+mat]:  74%|██▏| 247/333 [06:26<02:16,  1.58s/it, loss=0.729, pair=0.029, adv=3.408, sprd=0.022]
Ep 023/60 [S2:+mat]:  74%|██▏| 248/333 [06:26<02:11,  1.54s/it, loss=0.729, pair=0.029, adv=3.408, sprd=0.022]
Ep 023/60 [S2:+mat]:  74%|██▏| 248/333 [06:28<02:11,  1.54s/it, loss=0.717, pair=0.050, adv=3.184, sprd=0.020]
Ep 023/60 [S2:+mat]:  75%|██▏| 249/333 [06:28<02:12,  1.58s/it, loss=0.717, pair=0.050, adv=3.184, sprd=0.020]
Ep 023/60 [S2:+mat]:  75%|██▏| 249/333 [06:30<02:12,  1.58s/it, loss=0.706, pair=0.015, adv=3.469, sprd=0.019]
Ep 023/60 [S2:+mat]:  75%|██▎| 250/333 [06:30<02:06,  1.53s/it, loss=0.706, pair=0.015, adv=3.469, sprd=0.019]
Ep 023/60 [S2:+mat]:  75%|██▎| 250/333 [06:31<02:06,  1.53s/it, loss=0.744, pair=0.065, adv=3.412, sprd=0.025]
Ep 023/60 [S2:+mat]:  75%|██▎| 251/333 [06:31<02:09,  1.58s/it, loss=0.744, pair=0.065, adv=3.412, sprd=0.025]
Ep 023/60 [S2:+mat]:  75%|██▎| 251/333 [06:33<02:09,  1.58s/it, loss=0.723, pair=0.055, adv=3.390, sprd=0.018]
Ep 023/60 [S2:+mat]:  76%|██▎| 252/333 [06:33<02:03,  1.52s/it, loss=0.723, pair=0.055, adv=3.390, sprd=0.018]
Ep 023/60 [S2:+mat]:  76%|██▎| 252/333 [06:34<02:03,  1.52s/it, loss=0.740, pair=0.014, adv=3.490, sprd=0.027]
Ep 023/60 [S2:+mat]:  76%|██▎| 253/333 [06:34<02:06,  1.59s/it, loss=0.740, pair=0.014, adv=3.490, sprd=0.027]
Ep 023/60 [S2:+mat]:  76%|██▎| 253/333 [06:36<02:06,  1.59s/it, loss=0.721, pair=0.025, adv=3.333, sprd=0.023]
Ep 023/60 [S2:+mat]:  76%|██▎| 254/333 [06:36<02:01,  1.53s/it, loss=0.721, pair=0.025, adv=3.333, sprd=0.023]
Ep 023/60 [S2:+mat]:  76%|██▎| 254/333 [06:38<02:01,  1.53s/it, loss=0.734, pair=0.011, adv=3.520, sprd=0.024]
Ep 023/60 [S2:+mat]:  77%|██▎| 255/333 [06:38<02:04,  1.59s/it, loss=0.734, pair=0.011, adv=3.520, sprd=0.024]
Ep 023/60 [S2:+mat]:  77%|██▎| 255/333 [06:39<02:04,  1.59s/it, loss=0.757, pair=0.029, adv=3.550, sprd=0.030]
Ep 023/60 [S2:+mat]:  77%|██▎| 256/333 [06:39<02:00,  1.57s/it, loss=0.757, pair=0.029, adv=3.550, sprd=0.030]
Ep 023/60 [S2:+mat]:  77%|██▎| 256/333 [06:41<02:00,  1.57s/it, loss=0.715, pair=0.030, adv=3.091, sprd=0.026]
Ep 023/60 [S2:+mat]:  77%|██▎| 257/333 [06:41<02:01,  1.59s/it, loss=0.715, pair=0.030, adv=3.091, sprd=0.026]
Ep 023/60 [S2:+mat]:  77%|██▎| 257/333 [06:42<02:01,  1.59s/it, loss=0.682, pair=0.017, adv=3.098, sprd=0.017]
Ep 023/60 [S2:+mat]:  77%|██▎| 258/333 [06:42<01:54,  1.52s/it, loss=0.682, pair=0.017, adv=3.098, sprd=0.017]
Ep 023/60 [S2:+mat]:  77%|██▎| 258/333 [06:44<01:54,  1.52s/it, loss=0.704, pair=0.036, adv=3.177, sprd=0.022]
Ep 023/60 [S2:+mat]:  78%|██▎| 259/333 [06:44<01:56,  1.57s/it, loss=0.704, pair=0.036, adv=3.177, sprd=0.022]
Ep 023/60 [S2:+mat]:  78%|██▎| 259/333 [06:45<01:56,  1.57s/it, loss=0.734, pair=0.002, adv=3.530, sprd=0.028]
Ep 023/60 [S2:+mat]:  78%|██▎| 260/333 [06:45<01:52,  1.54s/it, loss=0.734, pair=0.002, adv=3.530, sprd=0.028]
Ep 023/60 [S2:+mat]:  78%|██▎| 260/333 [06:47<01:52,  1.54s/it, loss=0.742, pair=0.027, adv=3.278, sprd=0.020]
Ep 023/60 [S2:+mat]:  78%|██▎| 261/333 [06:47<01:57,  1.63s/it, loss=0.742, pair=0.027, adv=3.278, sprd=0.020]
Ep 023/60 [S2:+mat]:  78%|██▎| 261/333 [06:48<01:57,  1.63s/it, loss=0.747, pair=0.038, adv=3.407, sprd=0.024]
Ep 023/60 [S2:+mat]:  79%|██▎| 262/333 [06:48<01:49,  1.54s/it, loss=0.747, pair=0.038, adv=3.407, sprd=0.024]
Ep 023/60 [S2:+mat]:  79%|██▎| 262/333 [06:50<01:49,  1.54s/it, loss=0.776, pair=0.019, adv=3.557, sprd=0.022]
Ep 023/60 [S2:+mat]:  79%|██▎| 263/333 [06:50<01:52,  1.61s/it, loss=0.776, pair=0.019, adv=3.557, sprd=0.022]
Ep 023/60 [S2:+mat]:  79%|██▎| 263/333 [06:52<01:52,  1.61s/it, loss=0.721, pair=0.042, adv=3.400, sprd=0.018]
Ep 023/60 [S2:+mat]:  79%|██▍| 264/333 [06:52<01:46,  1.54s/it, loss=0.721, pair=0.042, adv=3.400, sprd=0.018]
Ep 023/60 [S2:+mat]:  79%|██▍| 264/333 [06:53<01:46,  1.54s/it, loss=0.741, pair=0.023, adv=3.427, sprd=0.026]
Ep 023/60 [S2:+mat]:  80%|██▍| 265/333 [06:53<01:49,  1.61s/it, loss=0.741, pair=0.023, adv=3.427, sprd=0.026]
Ep 023/60 [S2:+mat]:  80%|██▍| 265/333 [06:55<01:49,  1.61s/it, loss=0.750, pair=0.046, adv=3.220, sprd=0.026]
Ep 023/60 [S2:+mat]:  80%|██▍| 266/333 [06:55<01:43,  1.55s/it, loss=0.750, pair=0.046, adv=3.220, sprd=0.026]
Ep 023/60 [S2:+mat]:  80%|██▍| 266/333 [06:56<01:43,  1.55s/it, loss=0.729, pair=0.035, adv=3.518, sprd=0.024]
Ep 023/60 [S2:+mat]:  80%|██▍| 267/333 [06:56<01:45,  1.61s/it, loss=0.729, pair=0.035, adv=3.518, sprd=0.024]
Ep 023/60 [S2:+mat]:  80%|██▍| 267/333 [06:58<01:45,  1.61s/it, loss=0.772, pair=0.081, adv=3.482, sprd=0.030]
Ep 023/60 [S2:+mat]:  80%|██▍| 268/333 [06:58<01:41,  1.56s/it, loss=0.772, pair=0.081, adv=3.482, sprd=0.030]
Ep 023/60 [S2:+mat]:  80%|██▍| 268/333 [07:00<01:41,  1.56s/it, loss=0.736, pair=0.048, adv=3.603, sprd=0.023]
Ep 023/60 [S2:+mat]:  81%|██▍| 269/333 [07:00<01:45,  1.64s/it, loss=0.736, pair=0.048, adv=3.603, sprd=0.023]
Ep 023/60 [S2:+mat]:  81%|██▍| 269/333 [07:01<01:45,  1.64s/it, loss=0.740, pair=0.053, adv=3.306, sprd=0.025]
Ep 023/60 [S2:+mat]:  81%|██▍| 270/333 [07:01<01:39,  1.58s/it, loss=0.740, pair=0.053, adv=3.306, sprd=0.025]
Ep 023/60 [S2:+mat]:  81%|██▍| 270/333 [07:03<01:39,  1.58s/it, loss=0.738, pair=0.018, adv=3.529, sprd=0.024]
Ep 023/60 [S2:+mat]:  81%|██▍| 271/333 [07:03<01:41,  1.64s/it, loss=0.738, pair=0.018, adv=3.529, sprd=0.024]
Ep 023/60 [S2:+mat]:  81%|██▍| 271/333 [07:04<01:41,  1.64s/it, loss=0.757, pair=0.024, adv=3.256, sprd=0.031]
Ep 023/60 [S2:+mat]:  82%|██▍| 272/333 [07:04<01:36,  1.57s/it, loss=0.757, pair=0.024, adv=3.256, sprd=0.031]
Ep 023/60 [S2:+mat]:  82%|██▍| 272/333 [07:06<01:36,  1.57s/it, loss=0.745, pair=0.030, adv=3.367, sprd=0.025]
Ep 023/60 [S2:+mat]:  82%|██▍| 273/333 [07:06<01:36,  1.61s/it, loss=0.745, pair=0.030, adv=3.367, sprd=0.025]
Ep 023/60 [S2:+mat]:  82%|██▍| 273/333 [07:07<01:36,  1.61s/it, loss=0.723, pair=0.035, adv=3.507, sprd=0.019]
Ep 023/60 [S2:+mat]:  82%|██▍| 274/333 [07:07<01:31,  1.55s/it, loss=0.723, pair=0.035, adv=3.507, sprd=0.019]
Ep 023/60 [S2:+mat]:  82%|██▍| 274/333 [07:09<01:31,  1.55s/it, loss=0.756, pair=0.014, adv=3.449, sprd=0.025]
Ep 023/60 [S2:+mat]:  83%|██▍| 275/333 [07:09<01:33,  1.61s/it, loss=0.756, pair=0.014, adv=3.449, sprd=0.025]
Ep 023/60 [S2:+mat]:  83%|██▍| 275/333 [07:11<01:33,  1.61s/it, loss=0.732, pair=0.077, adv=3.271, sprd=0.024]
Ep 023/60 [S2:+mat]:  83%|██▍| 276/333 [07:11<01:28,  1.56s/it, loss=0.732, pair=0.077, adv=3.271, sprd=0.024]
Ep 023/60 [S2:+mat]:  83%|██▍| 276/333 [07:12<01:28,  1.56s/it, loss=0.744, pair=0.052, adv=3.578, sprd=0.023]
Ep 023/60 [S2:+mat]:  83%|██▍| 277/333 [07:12<01:27,  1.56s/it, loss=0.744, pair=0.052, adv=3.578, sprd=0.023]
Ep 023/60 [S2:+mat]:  83%|██▍| 277/333 [07:14<01:27,  1.56s/it, loss=0.710, pair=0.042, adv=3.087, sprd=0.023]
Ep 023/60 [S2:+mat]:  83%|██▌| 278/333 [07:14<01:23,  1.52s/it, loss=0.710, pair=0.042, adv=3.087, sprd=0.023]
Ep 023/60 [S2:+mat]:  83%|██▌| 278/333 [07:15<01:23,  1.52s/it, loss=0.745, pair=0.058, adv=3.651, sprd=0.024]
Ep 023/60 [S2:+mat]:  84%|██▌| 279/333 [07:15<01:26,  1.60s/it, loss=0.745, pair=0.058, adv=3.651, sprd=0.024]
Ep 023/60 [S2:+mat]:  84%|██▌| 279/333 [07:17<01:26,  1.60s/it, loss=0.744, pair=0.052, adv=3.550, sprd=0.026]
Ep 023/60 [S2:+mat]:  84%|██▌| 280/333 [07:17<01:21,  1.55s/it, loss=0.744, pair=0.052, adv=3.550, sprd=0.026]
Ep 023/60 [S2:+mat]:  84%|██▌| 280/333 [07:19<01:21,  1.55s/it, loss=0.716, pair=0.014, adv=3.497, sprd=0.022]
Ep 023/60 [S2:+mat]:  84%|██▌| 281/333 [07:19<01:24,  1.62s/it, loss=0.716, pair=0.014, adv=3.497, sprd=0.022]
Ep 023/60 [S2:+mat]:  84%|██▌| 281/333 [07:20<01:24,  1.62s/it, loss=0.717, pair=0.022, adv=3.597, sprd=0.021]
Ep 023/60 [S2:+mat]:  85%|██▌| 282/333 [07:20<01:19,  1.55s/it, loss=0.717, pair=0.022, adv=3.597, sprd=0.021]
Ep 023/60 [S2:+mat]:  85%|██▌| 282/333 [07:22<01:19,  1.55s/it, loss=0.759, pair=0.026, adv=3.312, sprd=0.032]
Ep 023/60 [S2:+mat]:  85%|██▌| 283/333 [07:22<01:20,  1.61s/it, loss=0.759, pair=0.026, adv=3.312, sprd=0.032]
Ep 023/60 [S2:+mat]:  85%|██▌| 283/333 [07:23<01:20,  1.61s/it, loss=0.752, pair=0.170, adv=3.540, sprd=0.020]
Ep 023/60 [S2:+mat]:  85%|██▌| 284/333 [07:23<01:15,  1.54s/it, loss=0.752, pair=0.170, adv=3.540, sprd=0.020]
Ep 023/60 [S2:+mat]:  85%|██▌| 284/333 [07:25<01:15,  1.54s/it, loss=0.730, pair=0.012, adv=3.516, sprd=0.024]
Ep 023/60 [S2:+mat]:  86%|██▌| 285/333 [07:25<01:17,  1.61s/it, loss=0.730, pair=0.012, adv=3.516, sprd=0.024]
Ep 023/60 [S2:+mat]:  86%|██▌| 285/333 [07:26<01:17,  1.61s/it, loss=0.713, pair=0.016, adv=3.486, sprd=0.018]
Ep 023/60 [S2:+mat]:  86%|██▌| 286/333 [07:26<01:12,  1.53s/it, loss=0.713, pair=0.016, adv=3.486, sprd=0.018]
Ep 023/60 [S2:+mat]:  86%|██▌| 286/333 [07:28<01:12,  1.53s/it, loss=0.747, pair=0.054, adv=3.415, sprd=0.026]
Ep 023/60 [S2:+mat]:  86%|██▌| 287/333 [07:28<01:13,  1.60s/it, loss=0.747, pair=0.054, adv=3.415, sprd=0.026]
Ep 023/60 [S2:+mat]:  86%|██▌| 287/333 [07:29<01:13,  1.60s/it, loss=0.727, pair=0.028, adv=3.342, sprd=0.024]
Ep 023/60 [S2:+mat]:  86%|██▌| 288/333 [07:29<01:09,  1.55s/it, loss=0.727, pair=0.028, adv=3.342, sprd=0.024]
Ep 023/60 [S2:+mat]:  86%|██▌| 288/333 [07:31<01:09,  1.55s/it, loss=0.737, pair=0.019, adv=3.631, sprd=0.025]
Ep 023/60 [S2:+mat]:  87%|██▌| 289/333 [07:31<01:10,  1.59s/it, loss=0.737, pair=0.019, adv=3.631, sprd=0.025]
Ep 023/60 [S2:+mat]:  87%|██▌| 289/333 [07:33<01:10,  1.59s/it, loss=0.730, pair=0.011, adv=3.434, sprd=0.024]
Ep 023/60 [S2:+mat]:  87%|██▌| 290/333 [07:33<01:06,  1.55s/it, loss=0.730, pair=0.011, adv=3.434, sprd=0.024]
Ep 023/60 [S2:+mat]:  87%|██▌| 290/333 [07:34<01:06,  1.55s/it, loss=0.794, pair=0.009, adv=3.704, sprd=0.020]
Ep 023/60 [S2:+mat]:  87%|██▌| 291/333 [07:34<01:07,  1.61s/it, loss=0.794, pair=0.009, adv=3.704, sprd=0.020]
Ep 023/60 [S2:+mat]:  87%|██▌| 291/333 [07:36<01:07,  1.61s/it, loss=0.729, pair=0.007, adv=3.691, sprd=0.025]
Ep 023/60 [S2:+mat]:  88%|██▋| 292/333 [07:36<01:03,  1.56s/it, loss=0.729, pair=0.007, adv=3.691, sprd=0.025]
Ep 023/60 [S2:+mat]:  88%|██▋| 292/333 [07:37<01:03,  1.56s/it, loss=0.719, pair=0.022, adv=3.516, sprd=0.021]
Ep 023/60 [S2:+mat]:  88%|██▋| 293/333 [07:37<01:02,  1.56s/it, loss=0.719, pair=0.022, adv=3.516, sprd=0.021]
Ep 023/60 [S2:+mat]:  88%|██▋| 293/333 [07:39<01:02,  1.56s/it, loss=0.709, pair=0.015, adv=3.601, sprd=0.021]
Ep 023/60 [S2:+mat]:  88%|██▋| 294/333 [07:39<00:58,  1.51s/it, loss=0.709, pair=0.015, adv=3.601, sprd=0.021]
Ep 023/60 [S2:+mat]:  88%|██▋| 294/333 [07:40<00:58,  1.51s/it, loss=0.808, pair=0.022, adv=3.632, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 295/333 [07:40<01:00,  1.58s/it, loss=0.808, pair=0.022, adv=3.632, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 295/333 [07:42<01:00,  1.58s/it, loss=0.724, pair=0.013, adv=3.473, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 296/333 [07:42<00:56,  1.54s/it, loss=0.724, pair=0.013, adv=3.473, sprd=0.023]
Ep 023/60 [S2:+mat]:  89%|██▋| 296/333 [07:44<00:56,  1.54s/it, loss=0.729, pair=0.011, adv=3.470, sprd=0.025]
Ep 023/60 [S2:+mat]:  89%|██▋| 297/333 [07:44<00:57,  1.59s/it, loss=0.729, pair=0.011, adv=3.470, sprd=0.025]
Ep 023/60 [S2:+mat]:  89%|██▋| 297/333 [07:45<00:57,  1.59s/it, loss=0.723, pair=0.014, adv=3.314, sprd=0.024]
Ep 023/60 [S2:+mat]:  89%|██▋| 298/333 [07:45<00:53,  1.54s/it, loss=0.723, pair=0.014, adv=3.314, sprd=0.024]
Ep 023/60 [S2:+mat]:  89%|██▋| 298/333 [07:47<00:53,  1.54s/it, loss=0.736, pair=0.004, adv=3.446, sprd=0.026]
Ep 023/60 [S2:+mat]:  90%|██▋| 299/333 [07:47<00:54,  1.59s/it, loss=0.736, pair=0.004, adv=3.446, sprd=0.026]
Ep 023/60 [S2:+mat]:  90%|██▋| 299/333 [07:48<00:54,  1.59s/it, loss=0.741, pair=0.013, adv=3.667, sprd=0.028]
Ep 023/60 [S2:+mat]:  90%|██▋| 300/333 [07:48<00:51,  1.56s/it, loss=0.741, pair=0.013, adv=3.667, sprd=0.028]
Ep 023/60 [S2:+mat]:  90%|██▋| 300/333 [07:50<00:51,  1.56s/it, loss=0.711, pair=0.003, adv=3.431, sprd=0.021]
Ep 023/60 [S2:+mat]:  90%|██▋| 301/333 [07:50<00:51,  1.61s/it, loss=0.711, pair=0.003, adv=3.431, sprd=0.021]
Ep 023/60 [S2:+mat]:  90%|██▋| 301/333 [07:51<00:51,  1.61s/it, loss=0.739, pair=0.012, adv=3.435, sprd=0.021]
Ep 023/60 [S2:+mat]:  91%|██▋| 302/333 [07:51<00:48,  1.56s/it, loss=0.739, pair=0.012, adv=3.435, sprd=0.021]
Ep 023/60 [S2:+mat]:  91%|██▋| 302/333 [07:53<00:48,  1.56s/it, loss=0.738, pair=0.026, adv=3.356, sprd=0.027]
Ep 023/60 [S2:+mat]:  91%|██▋| 303/333 [07:53<00:48,  1.61s/it, loss=0.738, pair=0.026, adv=3.356, sprd=0.027]
Ep 023/60 [S2:+mat]:  91%|██▋| 303/333 [07:55<00:48,  1.61s/it, loss=0.715, pair=0.016, adv=3.300, sprd=0.024]
Ep 023/60 [S2:+mat]:  91%|██▋| 304/333 [07:55<00:45,  1.56s/it, loss=0.715, pair=0.016, adv=3.300, sprd=0.024]
Ep 023/60 [S2:+mat]:  91%|██▋| 304/333 [07:56<00:45,  1.56s/it, loss=0.727, pair=0.016, adv=3.263, sprd=0.025]
Ep 023/60 [S2:+mat]:  92%|██▋| 305/333 [07:56<00:45,  1.61s/it, loss=0.727, pair=0.016, adv=3.263, sprd=0.025]
Ep 023/60 [S2:+mat]:  92%|██▋| 305/333 [07:58<00:45,  1.61s/it, loss=0.748, pair=0.017, adv=3.653, sprd=0.029]
Ep 023/60 [S2:+mat]:  92%|██▊| 306/333 [07:58<00:42,  1.58s/it, loss=0.748, pair=0.017, adv=3.653, sprd=0.029]
Ep 023/60 [S2:+mat]:  92%|██▊| 306/333 [08:00<00:42,  1.58s/it, loss=0.737, pair=0.048, adv=3.512, sprd=0.021]
Ep 023/60 [S2:+mat]:  92%|██▊| 307/333 [08:00<00:42,  1.62s/it, loss=0.737, pair=0.048, adv=3.512, sprd=0.021]
Ep 023/60 [S2:+mat]:  92%|██▊| 307/333 [08:01<00:42,  1.62s/it, loss=0.745, pair=0.028, adv=3.632, sprd=0.028]
Ep 023/60 [S2:+mat]:  92%|██▊| 308/333 [08:01<00:37,  1.51s/it, loss=0.745, pair=0.028, adv=3.632, sprd=0.028]
Ep 023/60 [S2:+mat]:  92%|██▊| 308/333 [08:02<00:37,  1.51s/it, loss=0.724, pair=0.013, adv=3.441, sprd=0.022]
Ep 023/60 [S2:+mat]:  93%|██▊| 309/333 [08:02<00:37,  1.56s/it, loss=0.724, pair=0.013, adv=3.441, sprd=0.022]
Ep 023/60 [S2:+mat]:  93%|██▊| 309/333 [08:04<00:37,  1.56s/it, loss=0.733, pair=0.022, adv=3.505, sprd=0.026]
Ep 023/60 [S2:+mat]:  93%|██▊| 310/333 [08:04<00:35,  1.52s/it, loss=0.733, pair=0.022, adv=3.505, sprd=0.026]
Ep 023/60 [S2:+mat]:  93%|██▊| 310/333 [08:06<00:35,  1.52s/it, loss=0.720, pair=0.008, adv=3.386, sprd=0.018]
Ep 023/60 [S2:+mat]:  93%|██▊| 311/333 [08:06<00:34,  1.58s/it, loss=0.720, pair=0.008, adv=3.386, sprd=0.018]
Ep 023/60 [S2:+mat]:  93%|██▊| 311/333 [08:07<00:34,  1.58s/it, loss=0.738, pair=0.005, adv=3.259, sprd=0.024]
Ep 023/60 [S2:+mat]:  94%|██▊| 312/333 [08:07<00:32,  1.53s/it, loss=0.738, pair=0.005, adv=3.259, sprd=0.024]
Ep 023/60 [S2:+mat]:  94%|██▊| 312/333 [08:09<00:32,  1.53s/it, loss=0.721, pair=0.015, adv=3.329, sprd=0.023]
Ep 023/60 [S2:+mat]:  94%|██▊| 313/333 [08:09<00:31,  1.59s/it, loss=0.721, pair=0.015, adv=3.329, sprd=0.023]
Ep 023/60 [S2:+mat]:  94%|██▊| 313/333 [08:10<00:31,  1.59s/it, loss=0.751, pair=0.031, adv=3.443, sprd=0.027]
Ep 023/60 [S2:+mat]:  94%|██▊| 314/333 [08:10<00:29,  1.55s/it, loss=0.751, pair=0.031, adv=3.443, sprd=0.027]
Ep 023/60 [S2:+mat]:  94%|██▊| 314/333 [08:12<00:29,  1.55s/it, loss=0.799, pair=0.010, adv=3.335, sprd=0.020]
Ep 023/60 [S2:+mat]:  95%|██▊| 315/333 [08:12<00:28,  1.59s/it, loss=0.799, pair=0.010, adv=3.335, sprd=0.020]
Ep 023/60 [S2:+mat]:  95%|██▊| 315/333 [08:13<00:28,  1.59s/it, loss=0.721, pair=0.041, adv=3.233, sprd=0.022]
Ep 023/60 [S2:+mat]:  95%|██▊| 316/333 [08:13<00:26,  1.53s/it, loss=0.721, pair=0.041, adv=3.233, sprd=0.022]
Ep 023/60 [S2:+mat]:  95%|██▊| 316/333 [08:15<00:26,  1.53s/it, loss=0.720, pair=0.010, adv=3.430, sprd=0.023]
Ep 023/60 [S2:+mat]:  95%|██▊| 317/333 [08:15<00:25,  1.58s/it, loss=0.720, pair=0.010, adv=3.430, sprd=0.023]
Ep 023/60 [S2:+mat]:  95%|██▊| 317/333 [08:16<00:25,  1.58s/it, loss=0.709, pair=0.026, adv=3.333, sprd=0.018]
Ep 023/60 [S2:+mat]:  95%|██▊| 318/333 [08:16<00:22,  1.52s/it, loss=0.709, pair=0.026, adv=3.333, sprd=0.018]
Ep 023/60 [S2:+mat]:  95%|██▊| 318/333 [08:18<00:22,  1.52s/it, loss=0.728, pair=0.015, adv=3.542, sprd=0.022]
Ep 023/60 [S2:+mat]:  96%|██▊| 319/333 [08:18<00:22,  1.58s/it, loss=0.728, pair=0.015, adv=3.542, sprd=0.022]
Ep 023/60 [S2:+mat]:  96%|██▊| 319/333 [08:20<00:22,  1.58s/it, loss=0.728, pair=0.004, adv=3.797, sprd=0.021]
Ep 023/60 [S2:+mat]:  96%|██▉| 320/333 [08:20<00:19,  1.52s/it, loss=0.728, pair=0.004, adv=3.797, sprd=0.021]
Ep 023/60 [S2:+mat]:  96%|██▉| 320/333 [08:21<00:19,  1.52s/it, loss=0.752, pair=0.027, adv=3.420, sprd=0.028]
Ep 023/60 [S2:+mat]:  96%|██▉| 321/333 [08:21<00:19,  1.58s/it, loss=0.752, pair=0.027, adv=3.420, sprd=0.028]
Ep 023/60 [S2:+mat]:  96%|██▉| 321/333 [08:23<00:19,  1.58s/it, loss=0.731, pair=0.022, adv=3.879, sprd=0.025]
Ep 023/60 [S2:+mat]:  97%|██▉| 322/333 [08:23<00:17,  1.55s/it, loss=0.731, pair=0.022, adv=3.879, sprd=0.025]
Ep 023/60 [S2:+mat]:  97%|██▉| 322/333 [08:24<00:17,  1.55s/it, loss=0.730, pair=0.031, adv=3.429, sprd=0.021]
Ep 023/60 [S2:+mat]:  97%|██▉| 323/333 [08:24<00:16,  1.61s/it, loss=0.730, pair=0.031, adv=3.429, sprd=0.021]
Ep 023/60 [S2:+mat]:  97%|██▉| 323/333 [08:26<00:16,  1.61s/it, loss=0.737, pair=0.020, adv=3.552, sprd=0.027]
Ep 023/60 [S2:+mat]:  97%|██▉| 324/333 [08:26<00:13,  1.55s/it, loss=0.737, pair=0.020, adv=3.552, sprd=0.027]
Ep 023/60 [S2:+mat]:  97%|██▉| 324/333 [08:27<00:13,  1.55s/it, loss=0.725, pair=0.007, adv=3.400, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 325/333 [08:27<00:12,  1.56s/it, loss=0.725, pair=0.007, adv=3.400, sprd=0.023]
Ep 023/60 [S2:+mat]:  98%|██▉| 325/333 [08:29<00:12,  1.56s/it, loss=0.723, pair=0.019, adv=3.568, sprd=0.022]
Ep 023/60 [S2:+mat]:  98%|██▉| 326/333 [08:29<00:10,  1.52s/it, loss=0.723, pair=0.019, adv=3.568, sprd=0.022]
Ep 023/60 [S2:+mat]:  98%|██▉| 326/333 [08:31<00:10,  1.52s/it, loss=0.715, pair=0.008, adv=3.323, sprd=0.022]
Ep 023/60 [S2:+mat]:  98%|██▉| 327/333 [08:31<00:09,  1.58s/it, loss=0.715, pair=0.008, adv=3.323, sprd=0.022]
Ep 023/60 [S2:+mat]:  98%|██▉| 327/333 [08:32<00:09,  1.58s/it, loss=0.708, pair=0.015, adv=3.200, sprd=0.021]
Ep 023/60 [S2:+mat]:  98%|██▉| 328/333 [08:32<00:07,  1.52s/it, loss=0.708, pair=0.015, adv=3.200, sprd=0.021]
Ep 023/60 [S2:+mat]:  98%|██▉| 328/333 [08:34<00:07,  1.52s/it, loss=0.713, pair=0.005, adv=3.431, sprd=0.021]
Ep 023/60 [S2:+mat]:  99%|██▉| 329/333 [08:34<00:06,  1.58s/it, loss=0.713, pair=0.005, adv=3.431, sprd=0.021]
Ep 023/60 [S2:+mat]:  99%|██▉| 329/333 [08:35<00:06,  1.58s/it, loss=0.748, pair=0.026, adv=3.237, sprd=0.031]
Ep 023/60 [S2:+mat]:  99%|██▉| 330/333 [08:35<00:04,  1.56s/it, loss=0.748, pair=0.026, adv=3.237, sprd=0.031]
Ep 023/60 [S2:+mat]:  99%|██▉| 330/333 [08:37<00:04,  1.56s/it, loss=0.722, pair=0.007, adv=3.486, sprd=0.024]
Ep 023/60 [S2:+mat]:  99%|██▉| 331/333 [08:37<00:03,  1.60s/it, loss=0.722, pair=0.007, adv=3.486, sprd=0.024]
Ep 023/60 [S2:+mat]:  99%|██▉| 331/333 [08:38<00:03,  1.60s/it, loss=0.705, pair=0.031, adv=3.169, sprd=0.023]
Ep 023/60 [S2:+mat]: 100%|██▉| 332/333 [08:38<00:01,  1.54s/it, loss=0.705, pair=0.031, adv=3.169, sprd=0.023]
Ep 023/60 [S2:+mat]: 100%|██▉| 332/333 [08:40<00:01,  1.54s/it, loss=0.732, pair=0.029, adv=3.450, sprd=0.024]
Ep 023/60 [S2:+mat]: 100%|███| 333/333 [08:40<00:00,  1.59s/it, loss=0.732, pair=0.029, adv=3.450, sprd=0.024]
                                                                                                              
Epoch 023/60 [S2:+mat]  loss=0.7425  mat=0.3241  sens=1.0455  pair=0.0476  adv=3.4494(rand=3.37)  deg=0.0116  orth=0.0075  spread=0.0240  q_mean=51.0  q_std=15.6  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=7.18e-05  521s

Ep 024/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 024/60 [S2:+mat]:   0%|             | 0/333 [00:02<?, ?it/s, loss=0.734, pair=0.025, adv=3.468, sprd=0.025]
Ep 024/60 [S2:+mat]:   0%|     | 1/333 [00:02<12:09,  2.20s/it, loss=0.734, pair=0.025, adv=3.468, sprd=0.025]
Ep 024/60 [S2:+mat]:   0%|     | 1/333 [00:03<12:09,  2.20s/it, loss=0.757, pair=0.015, adv=3.749, sprd=0.032]
Ep 024/60 [S2:+mat]:   1%|     | 2/333 [00:03<10:03,  1.82s/it, loss=0.757, pair=0.015, adv=3.749, sprd=0.032]
Ep 024/60 [S2:+mat]:   1%|     | 2/333 [00:05<10:03,  1.82s/it, loss=0.735, pair=0.043, adv=3.420, sprd=0.023]
Ep 024/60 [S2:+mat]:   1%|     | 3/333 [00:05<09:43,  1.77s/it, loss=0.735, pair=0.043, adv=3.420, sprd=0.023]
Ep 024/60 [S2:+mat]:   1%|     | 3/333 [00:06<09:43,  1.77s/it, loss=0.719, pair=0.023, adv=3.907, sprd=0.021]
Ep 024/60 [S2:+mat]:   1%|     | 4/333 [00:06<08:54,  1.63s/it, loss=0.719, pair=0.023, adv=3.907, sprd=0.021]
Ep 024/60 [S2:+mat]:   1%|     | 4/333 [00:08<08:54,  1.63s/it, loss=0.727, pair=0.035, adv=3.490, sprd=0.022]
Ep 024/60 [S2:+mat]:   2%|     | 5/333 [00:08<09:03,  1.66s/it, loss=0.727, pair=0.035, adv=3.490, sprd=0.022]
Ep 024/60 [S2:+mat]:   2%|     | 5/333 [00:09<09:03,  1.66s/it, loss=0.714, pair=0.015, adv=3.751, sprd=0.018]
Ep 024/60 [S2:+mat]:   2%|     | 6/333 [00:09<08:32,  1.57s/it, loss=0.714, pair=0.015, adv=3.751, sprd=0.018]
Ep 024/60 [S2:+mat]:   2%|     | 6/333 [00:10<08:32,  1.57s/it, loss=0.721, pair=0.004, adv=3.517, sprd=0.024]
Ep 024/60 [S2:+mat]:   2%|     | 7/333 [00:10<07:16,  1.34s/it, loss=0.721, pair=0.004, adv=3.517, sprd=0.024]
Ep 024/60 [S2:+mat]:   2%|     | 7/333 [00:11<07:16,  1.34s/it, loss=0.733, pair=0.024, adv=3.516, sprd=0.026]
Ep 024/60 [S2:+mat]:   2%|     | 8/333 [00:11<06:02,  1.12s/it, loss=0.733, pair=0.024, adv=3.516, sprd=0.026]
Ep 024/60 [S2:+mat]:   2%|     | 8/333 [00:12<06:02,  1.12s/it, loss=0.808, pair=0.011, adv=3.684, sprd=0.024]
Ep 024/60 [S2:+mat]:   3%|▏    | 9/333 [00:12<05:24,  1.00s/it, loss=0.808, pair=0.011, adv=3.684, sprd=0.024]
Ep 024/60 [S2:+mat]:   3%|▏    | 9/333 [00:12<05:24,  1.00s/it, loss=0.755, pair=0.041, adv=3.388, sprd=0.030]
Ep 024/60 [S2:+mat]:   3%|    | 10/333 [00:12<04:50,  1.11it/s, loss=0.755, pair=0.041, adv=3.388, sprd=0.030]
Ep 024/60 [S2:+mat]:   3%|    | 10/333 [00:13<04:50,  1.11it/s, loss=0.727, pair=0.019, adv=3.620, sprd=0.022]
Ep 024/60 [S2:+mat]:   3%|▏   | 11/333 [00:13<04:34,  1.17it/s, loss=0.727, pair=0.019, adv=3.620, sprd=0.022]
Ep 024/60 [S2:+mat]:   3%|▏   | 11/333 [00:14<04:34,  1.17it/s, loss=0.716, pair=0.010, adv=3.273, sprd=0.020]
Ep 024/60 [S2:+mat]:   4%|▏   | 12/333 [00:14<04:10,  1.28it/s, loss=0.716, pair=0.010, adv=3.273, sprd=0.020]
Ep 024/60 [S2:+mat]:   4%|▏   | 12/333 [00:15<04:10,  1.28it/s, loss=0.801, pair=0.029, adv=3.662, sprd=0.022]
Ep 024/60 [S2:+mat]:   4%|▏   | 13/333 [00:15<04:09,  1.28it/s, loss=0.801, pair=0.029, adv=3.662, sprd=0.022]
Ep 024/60 [S2:+mat]:   4%|▏   | 13/333 [00:15<04:09,  1.28it/s, loss=0.726, pair=0.012, adv=3.611, sprd=0.023]
Ep 024/60 [S2:+mat]:   4%|▏   | 14/333 [00:15<03:51,  1.38it/s, loss=0.726, pair=0.012, adv=3.611, sprd=0.023]
Ep 024/60 [S2:+mat]:   4%|▏   | 14/333 [00:16<03:51,  1.38it/s, loss=0.764, pair=0.026, adv=3.888, sprd=0.030]
Ep 024/60 [S2:+mat]:   5%|▏   | 15/333 [00:16<04:10,  1.27it/s, loss=0.764, pair=0.026, adv=3.888, sprd=0.030]
Ep 024/60 [S2:+mat]:   5%|▏   | 15/333 [00:17<04:10,  1.27it/s, loss=0.721, pair=0.009, adv=3.813, sprd=0.023]
Ep 024/60 [S2:+mat]:   5%|▏   | 16/333 [00:17<03:52,  1.37it/s, loss=0.721, pair=0.009, adv=3.813, sprd=0.023]
Ep 024/60 [S2:+mat]:   5%|▏   | 16/333 [00:18<03:52,  1.37it/s, loss=0.830, pair=0.017, adv=3.704, sprd=0.029]
Ep 024/60 [S2:+mat]:   5%|▏   | 17/333 [00:18<04:01,  1.31it/s, loss=0.830, pair=0.017, adv=3.704, sprd=0.029]
Ep 024/60 [S2:+mat]:   5%|▏   | 17/333 [00:18<04:01,  1.31it/s, loss=0.737, pair=0.040, adv=3.366, sprd=0.025]
Ep 024/60 [S2:+mat]:   5%|▏   | 18/333 [00:18<03:49,  1.37it/s, loss=0.737, pair=0.040, adv=3.366, sprd=0.025]
Ep 024/60 [S2:+mat]:   5%|▏   | 18/333 [00:19<03:49,  1.37it/s, loss=0.737, pair=0.012, adv=3.347, sprd=0.027]
Ep 024/60 [S2:+mat]:   6%|▏   | 19/333 [00:19<03:54,  1.34it/s, loss=0.737, pair=0.012, adv=3.347, sprd=0.027]
Ep 024/60 [S2:+mat]:   6%|▏   | 19/333 [00:20<03:54,  1.34it/s, loss=0.736, pair=0.012, adv=3.846, sprd=0.026]
Ep 024/60 [S2:+mat]:   6%|▏   | 20/333 [00:20<03:44,  1.39it/s, loss=0.736, pair=0.012, adv=3.846, sprd=0.026]
Ep 024/60 [S2:+mat]:   6%|▏   | 20/333 [00:20<03:44,  1.39it/s, loss=0.712, pair=0.007, adv=3.734, sprd=0.018]
Ep 024/60 [S2:+mat]:   6%|▎   | 21/333 [00:20<03:54,  1.33it/s, loss=0.712, pair=0.007, adv=3.734, sprd=0.018]
Ep 024/60 [S2:+mat]:   6%|▎   | 21/333 [00:21<03:54,  1.33it/s, loss=0.729, pair=0.014, adv=3.692, sprd=0.024]
Ep 024/60 [S2:+mat]:   7%|▎   | 22/333 [00:21<03:38,  1.42it/s, loss=0.729, pair=0.014, adv=3.692, sprd=0.024]
Ep 024/60 [S2:+mat]:   7%|▎   | 22/333 [00:22<03:38,  1.42it/s, loss=0.814, pair=0.009, adv=3.638, sprd=0.026]
Ep 024/60 [S2:+mat]:   7%|▎   | 23/333 [00:22<03:46,  1.37it/s, loss=0.814, pair=0.009, adv=3.638, sprd=0.026]
Ep 024/60 [S2:+mat]:   7%|▎   | 23/333 [00:22<03:46,  1.37it/s, loss=0.712, pair=0.001, adv=3.489, sprd=0.020]
Ep 024/60 [S2:+mat]:   7%|▎   | 24/333 [00:22<03:33,  1.45it/s, loss=0.712, pair=0.001, adv=3.489, sprd=0.020]
Ep 024/60 [S2:+mat]:   7%|▎   | 24/333 [00:23<03:33,  1.45it/s, loss=0.729, pair=0.029, adv=4.008, sprd=0.021]
Ep 024/60 [S2:+mat]:   8%|▎   | 25/333 [00:23<03:56,  1.30it/s, loss=0.729, pair=0.029, adv=4.008, sprd=0.021]
Ep 024/60 [S2:+mat]:   8%|▎   | 25/333 [00:24<03:56,  1.30it/s, loss=0.711, pair=0.034, adv=3.710, sprd=0.020]
Ep 024/60 [S2:+mat]:   8%|▎   | 26/333 [00:24<03:37,  1.41it/s, loss=0.711, pair=0.034, adv=3.710, sprd=0.020]
Ep 024/60 [S2:+mat]:   8%|▎   | 26/333 [00:25<03:37,  1.41it/s, loss=0.736, pair=0.039, adv=3.342, sprd=0.022]
Ep 024/60 [S2:+mat]:   8%|▎   | 27/333 [00:25<03:38,  1.40it/s, loss=0.736, pair=0.039, adv=3.342, sprd=0.022]
Ep 024/60 [S2:+mat]:   8%|▎   | 27/333 [00:25<03:38,  1.40it/s, loss=0.754, pair=0.039, adv=3.791, sprd=0.029]
Ep 024/60 [S2:+mat]:   8%|▎   | 28/333 [00:25<03:31,  1.44it/s, loss=0.754, pair=0.039, adv=3.791, sprd=0.029]
Ep 024/60 [S2:+mat]:   8%|▎   | 28/333 [00:26<03:31,  1.44it/s, loss=0.737, pair=0.026, adv=3.957, sprd=0.024]
Ep 024/60 [S2:+mat]:   9%|▎   | 29/333 [00:26<03:41,  1.37it/s, loss=0.737, pair=0.026, adv=3.957, sprd=0.024]
Ep 024/60 [S2:+mat]:   9%|▎   | 29/333 [00:27<03:41,  1.37it/s, loss=0.718, pair=0.018, adv=3.583, sprd=0.016]
Ep 024/60 [S2:+mat]:   9%|▎   | 30/333 [00:27<03:26,  1.47it/s, loss=0.718, pair=0.018, adv=3.583, sprd=0.016]
Ep 024/60 [S2:+mat]:   9%|▎   | 30/333 [00:28<03:26,  1.47it/s, loss=0.726, pair=0.010, adv=3.672, sprd=0.022]
Ep 024/60 [S2:+mat]:   9%|▎   | 31/333 [00:28<03:42,  1.35it/s, loss=0.726, pair=0.010, adv=3.672, sprd=0.022]
Ep 024/60 [S2:+mat]:   9%|▎   | 31/333 [00:28<03:42,  1.35it/s, loss=0.720, pair=0.016, adv=3.087, sprd=0.028]
Ep 024/60 [S2:+mat]:  10%|▍   | 32/333 [00:28<03:29,  1.44it/s, loss=0.720, pair=0.016, adv=3.087, sprd=0.028]
Ep 024/60 [S2:+mat]:  10%|▍   | 32/333 [00:29<03:29,  1.44it/s, loss=0.751, pair=0.022, adv=3.418, sprd=0.029]
Ep 024/60 [S2:+mat]:  10%|▍   | 33/333 [00:29<03:34,  1.40it/s, loss=0.751, pair=0.022, adv=3.418, sprd=0.029]
Ep 024/60 [S2:+mat]:  10%|▍   | 33/333 [00:30<03:34,  1.40it/s, loss=0.732, pair=0.018, adv=3.904, sprd=0.024]
Ep 024/60 [S2:+mat]:  10%|▍   | 34/333 [00:30<03:24,  1.46it/s, loss=0.732, pair=0.018, adv=3.904, sprd=0.024]
Ep 024/60 [S2:+mat]:  10%|▍   | 34/333 [00:30<03:24,  1.46it/s, loss=0.739, pair=0.013, adv=3.398, sprd=0.026]
Ep 024/60 [S2:+mat]:  11%|▍   | 35/333 [00:30<03:33,  1.40it/s, loss=0.739, pair=0.013, adv=3.398, sprd=0.026]
Ep 024/60 [S2:+mat]:  11%|▍   | 35/333 [00:31<03:33,  1.40it/s, loss=0.764, pair=0.013, adv=3.670, sprd=0.030]
Ep 024/60 [S2:+mat]:  11%|▍   | 36/333 [00:31<03:32,  1.40it/s, loss=0.764, pair=0.013, adv=3.670, sprd=0.030]
Ep 024/60 [S2:+mat]:  11%|▍   | 36/333 [00:32<03:32,  1.40it/s, loss=0.782, pair=0.011, adv=3.546, sprd=0.037]
Ep 024/60 [S2:+mat]:  11%|▍   | 37/333 [00:32<03:46,  1.31it/s, loss=0.782, pair=0.011, adv=3.546, sprd=0.037]
Ep 024/60 [S2:+mat]:  11%|▍   | 37/333 [00:33<03:46,  1.31it/s, loss=0.731, pair=0.023, adv=3.527, sprd=0.023]
Ep 024/60 [S2:+mat]:  11%|▍   | 38/333 [00:33<03:37,  1.36it/s, loss=0.731, pair=0.023, adv=3.527, sprd=0.023]
Ep 024/60 [S2:+mat]:  11%|▍   | 38/333 [00:33<03:37,  1.36it/s, loss=0.713, pair=0.007, adv=3.390, sprd=0.022]
Ep 024/60 [S2:+mat]:  12%|▍   | 39/333 [00:33<03:47,  1.29it/s, loss=0.713, pair=0.007, adv=3.390, sprd=0.022]
Ep 024/60 [S2:+mat]:  12%|▍   | 39/333 [00:34<03:47,  1.29it/s, loss=0.736, pair=0.029, adv=3.456, sprd=0.025]
Ep 024/60 [S2:+mat]:  12%|▍   | 40/333 [00:34<03:39,  1.33it/s, loss=0.736, pair=0.029, adv=3.456, sprd=0.025]
Ep 024/60 [S2:+mat]:  12%|▍   | 40/333 [00:35<03:39,  1.33it/s, loss=0.736, pair=0.024, adv=3.657, sprd=0.027]
Ep 024/60 [S2:+mat]:  12%|▍   | 41/333 [00:35<03:48,  1.28it/s, loss=0.736, pair=0.024, adv=3.657, sprd=0.027]
Ep 024/60 [S2:+mat]:  12%|▍   | 41/333 [00:36<03:48,  1.28it/s, loss=0.710, pair=0.011, adv=3.417, sprd=0.019]
Ep 024/60 [S2:+mat]:  13%|▌   | 42/333 [00:36<03:36,  1.34it/s, loss=0.710, pair=0.011, adv=3.417, sprd=0.019]
Ep 024/60 [S2:+mat]:  13%|▌   | 42/333 [00:37<03:36,  1.34it/s, loss=0.728, pair=0.007, adv=3.269, sprd=0.026]
Ep 024/60 [S2:+mat]:  13%|▌   | 43/333 [00:37<03:50,  1.26it/s, loss=0.728, pair=0.007, adv=3.269, sprd=0.026]
Ep 024/60 [S2:+mat]:  13%|▌   | 43/333 [00:37<03:50,  1.26it/s, loss=0.724, pair=0.024, adv=3.607, sprd=0.020]
Ep 024/60 [S2:+mat]:  13%|▌   | 44/333 [00:37<03:38,  1.32it/s, loss=0.724, pair=0.024, adv=3.607, sprd=0.020]
Ep 024/60 [S2:+mat]:  13%|▌   | 44/333 [00:38<03:38,  1.32it/s, loss=0.753, pair=0.037, adv=3.685, sprd=0.029]
Ep 024/60 [S2:+mat]:  14%|▌   | 45/333 [00:38<03:49,  1.26it/s, loss=0.753, pair=0.037, adv=3.685, sprd=0.029]
Ep 024/60 [S2:+mat]:  14%|▌   | 45/333 [00:39<03:49,  1.26it/s, loss=0.719, pair=0.006, adv=3.397, sprd=0.021]
Ep 024/60 [S2:+mat]:  14%|▌   | 46/333 [00:39<03:36,  1.33it/s, loss=0.719, pair=0.006, adv=3.397, sprd=0.021]
Ep 024/60 [S2:+mat]:  14%|▌   | 46/333 [00:40<03:36,  1.33it/s, loss=0.753, pair=0.059, adv=3.311, sprd=0.031]
Ep 024/60 [S2:+mat]:  14%|▌   | 47/333 [00:40<03:46,  1.26it/s, loss=0.753, pair=0.059, adv=3.311, sprd=0.031]
Ep 024/60 [S2:+mat]:  14%|▌   | 47/333 [00:40<03:46,  1.26it/s, loss=0.728, pair=0.024, adv=3.203, sprd=0.027]
Ep 024/60 [S2:+mat]:  14%|▌   | 48/333 [00:40<03:35,  1.32it/s, loss=0.728, pair=0.024, adv=3.203, sprd=0.027]
Ep 024/60 [S2:+mat]:  14%|▌   | 48/333 [00:41<03:35,  1.32it/s, loss=0.746, pair=0.014, adv=3.702, sprd=0.025]
Ep 024/60 [S2:+mat]:  15%|▌   | 49/333 [00:41<03:43,  1.27it/s, loss=0.746, pair=0.014, adv=3.702, sprd=0.025]
Ep 024/60 [S2:+mat]:  15%|▌   | 49/333 [00:42<03:43,  1.27it/s, loss=0.747, pair=0.007, adv=3.961, sprd=0.028]
Ep 024/60 [S2:+mat]:  15%|▌   | 50/333 [00:42<03:36,  1.31it/s, loss=0.747, pair=0.007, adv=3.961, sprd=0.028]
Ep 024/60 [S2:+mat]:  15%|▌   | 50/333 [00:43<03:36,  1.31it/s, loss=0.738, pair=0.012, adv=3.610, sprd=0.022]
Ep 024/60 [S2:+mat]:  15%|▌   | 51/333 [00:43<03:51,  1.22it/s, loss=0.738, pair=0.012, adv=3.610, sprd=0.022]
Ep 024/60 [S2:+mat]:  15%|▌   | 51/333 [00:43<03:51,  1.22it/s, loss=0.681, pair=0.022, adv=3.022, sprd=0.020]
Ep 024/60 [S2:+mat]:  16%|▌   | 52/333 [00:43<03:35,  1.30it/s, loss=0.681, pair=0.022, adv=3.022, sprd=0.020]
Ep 024/60 [S2:+mat]:  16%|▌   | 52/333 [00:44<03:35,  1.30it/s, loss=0.743, pair=0.019, adv=3.616, sprd=0.028]
Ep 024/60 [S2:+mat]:  16%|▋   | 53/333 [00:44<03:44,  1.25it/s, loss=0.743, pair=0.019, adv=3.616, sprd=0.028]
Ep 024/60 [S2:+mat]:  16%|▋   | 53/333 [00:45<03:44,  1.25it/s, loss=0.714, pair=0.010, adv=3.805, sprd=0.021]
Ep 024/60 [S2:+mat]:  16%|▋   | 54/333 [00:45<03:33,  1.31it/s, loss=0.714, pair=0.010, adv=3.805, sprd=0.021]
Ep 024/60 [S2:+mat]:  16%|▋   | 54/333 [00:46<03:33,  1.31it/s, loss=0.810, pair=0.007, adv=3.514, sprd=0.025]
Ep 024/60 [S2:+mat]:  17%|▋   | 55/333 [00:46<03:38,  1.27it/s, loss=0.810, pair=0.007, adv=3.514, sprd=0.025]
Ep 024/60 [S2:+mat]:  17%|▋   | 55/333 [00:47<03:38,  1.27it/s, loss=0.746, pair=0.025, adv=3.502, sprd=0.029]
Ep 024/60 [S2:+mat]:  17%|▋   | 56/333 [00:47<03:30,  1.32it/s, loss=0.746, pair=0.025, adv=3.502, sprd=0.029]
Ep 024/60 [S2:+mat]:  17%|▋   | 56/333 [00:48<03:30,  1.32it/s, loss=0.718, pair=0.017, adv=3.693, sprd=0.020]
Ep 024/60 [S2:+mat]:  17%|▋   | 57/333 [00:48<03:44,  1.23it/s, loss=0.718, pair=0.017, adv=3.693, sprd=0.020]
Ep 024/60 [S2:+mat]:  17%|▋   | 57/333 [00:48<03:44,  1.23it/s, loss=0.726, pair=0.009, adv=3.409, sprd=0.024]
Ep 024/60 [S2:+mat]:  17%|▋   | 58/333 [00:48<03:32,  1.30it/s, loss=0.726, pair=0.009, adv=3.409, sprd=0.024]
Ep 024/60 [S2:+mat]:  17%|▋   | 58/333 [00:49<03:32,  1.30it/s, loss=0.729, pair=0.018, adv=3.499, sprd=0.024]
Ep 024/60 [S2:+mat]:  18%|▋   | 59/333 [00:49<03:38,  1.25it/s, loss=0.729, pair=0.018, adv=3.499, sprd=0.024]
Ep 024/60 [S2:+mat]:  18%|▋   | 59/333 [00:50<03:38,  1.25it/s, loss=0.721, pair=0.031, adv=3.435, sprd=0.023]
Ep 024/60 [S2:+mat]:  18%|▋   | 60/333 [00:50<03:25,  1.33it/s, loss=0.721, pair=0.031, adv=3.435, sprd=0.023]
Ep 024/60 [S2:+mat]:  18%|▋   | 60/333 [00:51<03:25,  1.33it/s, loss=0.739, pair=0.016, adv=3.645, sprd=0.026]
Ep 024/60 [S2:+mat]:  18%|▋   | 61/333 [00:51<03:34,  1.27it/s, loss=0.739, pair=0.016, adv=3.645, sprd=0.026]
Ep 024/60 [S2:+mat]:  18%|▋   | 61/333 [00:51<03:34,  1.27it/s, loss=0.710, pair=0.011, adv=3.597, sprd=0.020]
Ep 024/60 [S2:+mat]:  19%|▋   | 62/333 [00:51<03:23,  1.33it/s, loss=0.710, pair=0.011, adv=3.597, sprd=0.020]
Ep 024/60 [S2:+mat]:  19%|▋   | 62/333 [00:52<03:23,  1.33it/s, loss=0.727, pair=0.003, adv=3.489, sprd=0.021]
Ep 024/60 [S2:+mat]:  19%|▊   | 63/333 [00:52<03:30,  1.28it/s, loss=0.727, pair=0.003, adv=3.489, sprd=0.021]
Ep 024/60 [S2:+mat]:  19%|▊   | 63/333 [00:53<03:30,  1.28it/s, loss=0.732, pair=0.022, adv=3.028, sprd=0.033]
Ep 024/60 [S2:+mat]:  19%|▊   | 64/333 [00:53<03:24,  1.32it/s, loss=0.732, pair=0.022, adv=3.028, sprd=0.033]
Ep 024/60 [S2:+mat]:  19%|▊   | 64/333 [00:54<03:24,  1.32it/s, loss=0.738, pair=0.023, adv=3.568, sprd=0.023]
Ep 024/60 [S2:+mat]:  20%|▊   | 65/333 [00:54<03:29,  1.28it/s, loss=0.738, pair=0.023, adv=3.568, sprd=0.023]
Ep 024/60 [S2:+mat]:  20%|▊   | 65/333 [00:54<03:29,  1.28it/s, loss=0.723, pair=0.023, adv=3.628, sprd=0.024]
Ep 024/60 [S2:+mat]:  20%|▊   | 66/333 [00:54<03:20,  1.33it/s, loss=0.723, pair=0.023, adv=3.628, sprd=0.024]
Ep 024/60 [S2:+mat]:  20%|▊   | 66/333 [00:55<03:20,  1.33it/s, loss=0.748, pair=0.009, adv=3.519, sprd=0.032]
Ep 024/60 [S2:+mat]:  20%|▊   | 67/333 [00:55<03:30,  1.26it/s, loss=0.748, pair=0.009, adv=3.519, sprd=0.032]
Ep 024/60 [S2:+mat]:  20%|▊   | 67/333 [00:56<03:30,  1.26it/s, loss=0.723, pair=0.005, adv=3.676, sprd=0.025]
Ep 024/60 [S2:+mat]:  20%|▊   | 68/333 [00:56<03:21,  1.32it/s, loss=0.723, pair=0.005, adv=3.676, sprd=0.025]
Ep 024/60 [S2:+mat]:  20%|▊   | 68/333 [00:57<03:21,  1.32it/s, loss=0.713, pair=0.015, adv=3.153, sprd=0.021]
Ep 024/60 [S2:+mat]:  21%|▊   | 69/333 [00:57<03:31,  1.25it/s, loss=0.713, pair=0.015, adv=3.153, sprd=0.021]
Ep 024/60 [S2:+mat]:  21%|▊   | 69/333 [00:57<03:31,  1.25it/s, loss=0.736, pair=0.023, adv=3.499, sprd=0.026]
Ep 024/60 [S2:+mat]:  21%|▊   | 70/333 [00:57<03:22,  1.30it/s, loss=0.736, pair=0.023, adv=3.499, sprd=0.026]
Ep 024/60 [S2:+mat]:  21%|▊   | 70/333 [00:58<03:22,  1.30it/s, loss=0.745, pair=0.032, adv=3.894, sprd=0.025]
Ep 024/60 [S2:+mat]:  21%|▊   | 71/333 [00:58<03:31,  1.24it/s, loss=0.745, pair=0.032, adv=3.894, sprd=0.025]
Ep 024/60 [S2:+mat]:  21%|▊   | 71/333 [00:59<03:31,  1.24it/s, loss=0.750, pair=0.015, adv=3.465, sprd=0.029]
Ep 024/60 [S2:+mat]:  22%|▊   | 72/333 [00:59<03:22,  1.29it/s, loss=0.750, pair=0.015, adv=3.465, sprd=0.029]
Ep 024/60 [S2:+mat]:  22%|▊   | 72/333 [01:00<03:22,  1.29it/s, loss=0.708, pair=0.033, adv=3.479, sprd=0.020]
Ep 024/60 [S2:+mat]:  22%|▉   | 73/333 [01:00<03:25,  1.26it/s, loss=0.708, pair=0.033, adv=3.479, sprd=0.020]
Ep 024/60 [S2:+mat]:  22%|▉   | 73/333 [01:01<03:25,  1.26it/s, loss=0.743, pair=0.022, adv=3.381, sprd=0.026]
Ep 024/60 [S2:+mat]:  22%|▉   | 74/333 [01:01<03:17,  1.31it/s, loss=0.743, pair=0.022, adv=3.381, sprd=0.026]
Ep 024/60 [S2:+mat]:  22%|▉   | 74/333 [01:01<03:17,  1.31it/s, loss=0.732, pair=0.009, adv=3.749, sprd=0.025]
Ep 024/60 [S2:+mat]:  23%|▉   | 75/333 [01:01<03:25,  1.25it/s, loss=0.732, pair=0.009, adv=3.749, sprd=0.025]
Ep 024/60 [S2:+mat]:  23%|▉   | 75/333 [01:02<03:25,  1.25it/s, loss=0.730, pair=0.007, adv=3.854, sprd=0.025]
Ep 024/60 [S2:+mat]:  23%|▉   | 76/333 [01:02<03:16,  1.31it/s, loss=0.730, pair=0.007, adv=3.854, sprd=0.025]
Ep 024/60 [S2:+mat]:  23%|▉   | 76/333 [01:03<03:16,  1.31it/s, loss=0.724, pair=0.007, adv=3.826, sprd=0.022]
Ep 024/60 [S2:+mat]:  23%|▉   | 77/333 [01:03<03:22,  1.26it/s, loss=0.724, pair=0.007, adv=3.826, sprd=0.022]
Ep 024/60 [S2:+mat]:  23%|▉   | 77/333 [01:04<03:22,  1.26it/s, loss=0.718, pair=0.028, adv=3.593, sprd=0.024]
Ep 024/60 [S2:+mat]:  23%|▉   | 78/333 [01:04<03:10,  1.34it/s, loss=0.718, pair=0.028, adv=3.593, sprd=0.024]
Ep 024/60 [S2:+mat]:  23%|▉   | 78/333 [01:04<03:10,  1.34it/s, loss=0.719, pair=0.010, adv=3.434, sprd=0.022]
Ep 024/60 [S2:+mat]:  24%|▉   | 79/333 [01:04<03:11,  1.33it/s, loss=0.719, pair=0.010, adv=3.434, sprd=0.022]
Ep 024/60 [S2:+mat]:  24%|▉   | 79/333 [01:05<03:11,  1.33it/s, loss=0.733, pair=0.012, adv=3.613, sprd=0.026]
Ep 024/60 [S2:+mat]:  24%|▉   | 80/333 [01:05<03:00,  1.40it/s, loss=0.733, pair=0.012, adv=3.613, sprd=0.026]
Ep 024/60 [S2:+mat]:  24%|▉   | 80/333 [01:06<03:00,  1.40it/s, loss=0.714, pair=0.013, adv=3.484, sprd=0.018]
Ep 024/60 [S2:+mat]:  24%|▉   | 81/333 [01:06<03:00,  1.39it/s, loss=0.714, pair=0.013, adv=3.484, sprd=0.018]
Ep 024/60 [S2:+mat]:  24%|▉   | 81/333 [01:06<03:00,  1.39it/s, loss=0.742, pair=0.028, adv=3.478, sprd=0.028]
Ep 024/60 [S2:+mat]:  25%|▉   | 82/333 [01:06<02:52,  1.45it/s, loss=0.742, pair=0.028, adv=3.478, sprd=0.028]
Ep 024/60 [S2:+mat]:  25%|▉   | 82/333 [01:07<02:52,  1.45it/s, loss=0.733, pair=0.044, adv=3.687, sprd=0.022]
Ep 024/60 [S2:+mat]:  25%|▉   | 83/333 [01:07<03:00,  1.38it/s, loss=0.733, pair=0.044, adv=3.687, sprd=0.022]
Ep 024/60 [S2:+mat]:  25%|▉   | 83/333 [01:08<03:00,  1.38it/s, loss=0.724, pair=0.035, adv=3.552, sprd=0.020]
Ep 024/60 [S2:+mat]:  25%|█   | 84/333 [01:08<02:55,  1.42it/s, loss=0.724, pair=0.035, adv=3.552, sprd=0.020]
Ep 024/60 [S2:+mat]:  25%|█   | 84/333 [01:10<02:55,  1.42it/s, loss=0.732, pair=0.004, adv=3.768, sprd=0.026]
Ep 024/60 [S2:+mat]:  26%|█   | 85/333 [01:10<04:09,  1.01s/it, loss=0.732, pair=0.004, adv=3.768, sprd=0.026]
Ep 024/60 [S2:+mat]:  26%|█   | 85/333 [01:10<04:09,  1.01s/it, loss=0.742, pair=0.024, adv=3.704, sprd=0.028]
Ep 024/60 [S2:+mat]:  26%|█   | 86/333 [01:10<03:45,  1.10it/s, loss=0.742, pair=0.024, adv=3.704, sprd=0.028]
Ep 024/60 [S2:+mat]:  26%|█   | 86/333 [01:11<03:45,  1.10it/s, loss=0.813, pair=0.009, adv=3.531, sprd=0.024]
Ep 024/60 [S2:+mat]:  26%|█   | 87/333 [01:11<04:06,  1.00s/it, loss=0.813, pair=0.009, adv=3.531, sprd=0.024]
Ep 024/60 [S2:+mat]:  26%|█   | 87/333 [01:12<04:06,  1.00s/it, loss=0.735, pair=0.010, adv=3.587, sprd=0.026]
Ep 024/60 [S2:+mat]:  26%|█   | 88/333 [01:12<04:03,  1.01it/s, loss=0.735, pair=0.010, adv=3.587, sprd=0.026]
Ep 024/60 [S2:+mat]:  26%|█   | 88/333 [01:14<04:03,  1.01it/s, loss=0.707, pair=0.003, adv=3.532, sprd=0.019]
Ep 024/60 [S2:+mat]:  27%|█   | 89/333 [01:14<04:12,  1.04s/it, loss=0.707, pair=0.003, adv=3.532, sprd=0.019]
Ep 024/60 [S2:+mat]:  27%|█   | 89/333 [01:15<04:12,  1.04s/it, loss=0.717, pair=0.011, adv=3.334, sprd=0.023]
Ep 024/60 [S2:+mat]:  27%|█   | 90/333 [01:15<04:04,  1.01s/it, loss=0.717, pair=0.011, adv=3.334, sprd=0.023]
Ep 024/60 [S2:+mat]:  27%|█   | 90/333 [01:16<04:04,  1.01s/it, loss=0.684, pair=0.020, adv=2.868, sprd=0.023]
Ep 024/60 [S2:+mat]:  27%|█   | 91/333 [01:16<04:12,  1.04s/it, loss=0.684, pair=0.020, adv=2.868, sprd=0.023]
Ep 024/60 [S2:+mat]:  27%|█   | 91/333 [01:17<04:12,  1.04s/it, loss=0.729, pair=0.020, adv=3.553, sprd=0.024]
Ep 024/60 [S2:+mat]:  28%|█   | 92/333 [01:17<04:03,  1.01s/it, loss=0.729, pair=0.020, adv=3.553, sprd=0.024]
Ep 024/60 [S2:+mat]:  28%|█   | 92/333 [01:18<04:03,  1.01s/it, loss=0.730, pair=0.014, adv=3.348, sprd=0.027]
Ep 024/60 [S2:+mat]:  28%|█   | 93/333 [01:18<04:13,  1.05s/it, loss=0.730, pair=0.014, adv=3.348, sprd=0.027]
Ep 024/60 [S2:+mat]:  28%|█   | 93/333 [01:19<04:13,  1.05s/it, loss=0.741, pair=0.017, adv=3.478, sprd=0.029]
Ep 024/60 [S2:+mat]:  28%|█▏  | 94/333 [01:19<04:07,  1.03s/it, loss=0.741, pair=0.017, adv=3.478, sprd=0.029]
Ep 024/60 [S2:+mat]:  28%|█▏  | 94/333 [01:20<04:07,  1.03s/it, loss=0.762, pair=0.023, adv=3.705, sprd=0.032]
Ep 024/60 [S2:+mat]:  29%|█▏  | 95/333 [01:20<04:19,  1.09s/it, loss=0.762, pair=0.023, adv=3.705, sprd=0.032]
Ep 024/60 [S2:+mat]:  29%|█▏  | 95/333 [01:21<04:19,  1.09s/it, loss=0.731, pair=0.073, adv=3.390, sprd=0.017]
Ep 024/60 [S2:+mat]:  29%|█▏  | 96/333 [01:21<04:04,  1.03s/it, loss=0.731, pair=0.073, adv=3.390, sprd=0.017]
Ep 024/60 [S2:+mat]:  29%|█▏  | 96/333 [01:22<04:04,  1.03s/it, loss=0.723, pair=0.026, adv=3.256, sprd=0.022]
Ep 024/60 [S2:+mat]:  29%|█▏  | 97/333 [01:22<04:06,  1.05s/it, loss=0.723, pair=0.026, adv=3.256, sprd=0.022]
Ep 024/60 [S2:+mat]:  29%|█▏  | 97/333 [01:23<04:06,  1.05s/it, loss=0.722, pair=0.011, adv=3.709, sprd=0.019]
Ep 024/60 [S2:+mat]:  29%|█▏  | 98/333 [01:23<03:56,  1.01s/it, loss=0.722, pair=0.011, adv=3.709, sprd=0.019]
Ep 024/60 [S2:+mat]:  29%|█▏  | 98/333 [01:24<03:56,  1.01s/it, loss=0.727, pair=0.083, adv=3.107, sprd=0.022]
Ep 024/60 [S2:+mat]:  30%|█▏  | 99/333 [01:24<04:03,  1.04s/it, loss=0.727, pair=0.083, adv=3.107, sprd=0.022]
Ep 024/60 [S2:+mat]:  30%|█▏  | 99/333 [01:25<04:03,  1.04s/it, loss=0.701, pair=0.018, adv=3.220, sprd=0.020]
Ep 024/60 [S2:+mat]:  30%|▉  | 100/333 [01:25<03:51,  1.01it/s, loss=0.701, pair=0.018, adv=3.220, sprd=0.020]
Ep 024/60 [S2:+mat]:  30%|▉  | 100/333 [01:26<03:51,  1.01it/s, loss=0.721, pair=0.012, adv=3.681, sprd=0.020]
Ep 024/60 [S2:+mat]:  30%|▉  | 101/333 [01:26<04:02,  1.04s/it, loss=0.721, pair=0.012, adv=3.681, sprd=0.020]
Ep 024/60 [S2:+mat]:  30%|▉  | 101/333 [01:27<04:02,  1.04s/it, loss=0.734, pair=0.010, adv=3.574, sprd=0.022]
Ep 024/60 [S2:+mat]:  31%|▉  | 102/333 [01:27<03:53,  1.01s/it, loss=0.734, pair=0.010, adv=3.574, sprd=0.022]
Ep 024/60 [S2:+mat]:  31%|▉  | 102/333 [01:28<03:53,  1.01s/it, loss=0.740, pair=0.014, adv=3.582, sprd=0.025]
Ep 024/60 [S2:+mat]:  31%|▉  | 103/333 [01:28<04:02,  1.06s/it, loss=0.740, pair=0.014, adv=3.582, sprd=0.025]
Ep 024/60 [S2:+mat]:  31%|▉  | 103/333 [01:29<04:02,  1.06s/it, loss=0.773, pair=0.007, adv=3.637, sprd=0.023]
Ep 024/60 [S2:+mat]:  31%|▉  | 104/333 [01:29<03:54,  1.02s/it, loss=0.773, pair=0.007, adv=3.637, sprd=0.023]
Ep 024/60 [S2:+mat]:  31%|▉  | 104/333 [01:30<03:54,  1.02s/it, loss=0.723, pair=0.013, adv=3.459, sprd=0.022]
Ep 024/60 [S2:+mat]:  32%|▉  | 105/333 [01:30<03:58,  1.05s/it, loss=0.723, pair=0.013, adv=3.459, sprd=0.022]
Ep 024/60 [S2:+mat]:  32%|▉  | 105/333 [01:31<03:58,  1.05s/it, loss=0.735, pair=0.020, adv=3.514, sprd=0.023]
Ep 024/60 [S2:+mat]:  32%|▉  | 106/333 [01:31<03:49,  1.01s/it, loss=0.735, pair=0.020, adv=3.514, sprd=0.023]
Ep 024/60 [S2:+mat]:  32%|▉  | 106/333 [01:32<03:49,  1.01s/it, loss=0.739, pair=0.010, adv=3.182, sprd=0.029]
Ep 024/60 [S2:+mat]:  32%|▉  | 107/333 [01:32<03:58,  1.06s/it, loss=0.739, pair=0.010, adv=3.182, sprd=0.029]
Ep 024/60 [S2:+mat]:  32%|▉  | 107/333 [01:33<03:58,  1.06s/it, loss=0.702, pair=0.008, adv=3.318, sprd=0.019]
Ep 024/60 [S2:+mat]:  32%|▉  | 108/333 [01:33<03:46,  1.01s/it, loss=0.702, pair=0.008, adv=3.318, sprd=0.019]
Ep 024/60 [S2:+mat]:  32%|▉  | 108/333 [01:34<03:46,  1.01s/it, loss=0.761, pair=0.012, adv=3.502, sprd=0.030]
Ep 024/60 [S2:+mat]:  33%|▉  | 109/333 [01:34<04:03,  1.09s/it, loss=0.761, pair=0.012, adv=3.502, sprd=0.030]
Ep 024/60 [S2:+mat]:  33%|▉  | 109/333 [01:35<04:03,  1.09s/it, loss=0.730, pair=0.025, adv=3.614, sprd=0.023]
Ep 024/60 [S2:+mat]:  33%|▉  | 110/333 [01:35<03:51,  1.04s/it, loss=0.730, pair=0.025, adv=3.614, sprd=0.023]
Ep 024/60 [S2:+mat]:  33%|▉  | 110/333 [01:36<03:51,  1.04s/it, loss=0.712, pair=0.006, adv=3.555, sprd=0.018]
Ep 024/60 [S2:+mat]:  33%|█  | 111/333 [01:36<03:56,  1.07s/it, loss=0.712, pair=0.006, adv=3.555, sprd=0.018]
Ep 024/60 [S2:+mat]:  33%|█  | 111/333 [01:37<03:56,  1.07s/it, loss=0.729, pair=0.006, adv=3.678, sprd=0.024]
Ep 024/60 [S2:+mat]:  34%|█  | 112/333 [01:37<03:46,  1.02s/it, loss=0.729, pair=0.006, adv=3.678, sprd=0.024]
Ep 024/60 [S2:+mat]:  34%|█  | 112/333 [01:39<03:46,  1.02s/it, loss=0.746, pair=0.024, adv=3.667, sprd=0.028]
Ep 024/60 [S2:+mat]:  34%|█  | 113/333 [01:39<03:54,  1.06s/it, loss=0.746, pair=0.024, adv=3.667, sprd=0.028]
Ep 024/60 [S2:+mat]:  34%|█  | 113/333 [01:40<03:54,  1.06s/it, loss=0.730, pair=0.009, adv=3.525, sprd=0.025]
Ep 024/60 [S2:+mat]:  34%|█  | 114/333 [01:40<03:45,  1.03s/it, loss=0.730, pair=0.009, adv=3.525, sprd=0.025]
Ep 024/60 [S2:+mat]:  34%|█  | 114/333 [01:41<03:45,  1.03s/it, loss=0.728, pair=0.001, adv=3.579, sprd=0.023]
Ep 024/60 [S2:+mat]:  35%|█  | 115/333 [01:41<03:51,  1.06s/it, loss=0.728, pair=0.001, adv=3.579, sprd=0.023]
Ep 024/60 [S2:+mat]:  35%|█  | 115/333 [01:42<03:51,  1.06s/it, loss=0.720, pair=0.017, adv=3.567, sprd=0.023]
Ep 024/60 [S2:+mat]:  35%|█  | 116/333 [01:42<03:42,  1.02s/it, loss=0.720, pair=0.017, adv=3.567, sprd=0.023]
Ep 024/60 [S2:+mat]:  35%|█  | 116/333 [01:43<03:42,  1.02s/it, loss=0.717, pair=0.010, adv=3.444, sprd=0.019]
Ep 024/60 [S2:+mat]:  35%|█  | 117/333 [01:43<03:53,  1.08s/it, loss=0.717, pair=0.010, adv=3.444, sprd=0.019]
Ep 024/60 [S2:+mat]:  35%|█  | 117/333 [01:44<03:53,  1.08s/it, loss=0.728, pair=0.016, adv=3.551, sprd=0.022]
Ep 024/60 [S2:+mat]:  35%|█  | 118/333 [01:44<03:40,  1.03s/it, loss=0.728, pair=0.016, adv=3.551, sprd=0.022]
Ep 024/60 [S2:+mat]:  35%|█  | 118/333 [01:45<03:40,  1.03s/it, loss=0.761, pair=0.088, adv=3.327, sprd=0.028]
Ep 024/60 [S2:+mat]:  36%|█  | 119/333 [01:45<03:45,  1.05s/it, loss=0.761, pair=0.088, adv=3.327, sprd=0.028]
Ep 024/60 [S2:+mat]:  36%|█  | 119/333 [01:46<03:45,  1.05s/it, loss=0.734, pair=0.010, adv=3.548, sprd=0.024]
Ep 024/60 [S2:+mat]:  36%|█  | 120/333 [01:46<03:36,  1.02s/it, loss=0.734, pair=0.010, adv=3.548, sprd=0.024]
Ep 024/60 [S2:+mat]:  36%|█  | 120/333 [01:47<03:36,  1.02s/it, loss=0.725, pair=0.010, adv=3.526, sprd=0.021]
Ep 024/60 [S2:+mat]:  36%|█  | 121/333 [01:47<03:39,  1.04s/it, loss=0.725, pair=0.010, adv=3.526, sprd=0.021]
Ep 024/60 [S2:+mat]:  36%|█  | 121/333 [01:48<03:39,  1.04s/it, loss=0.724, pair=0.004, adv=3.304, sprd=0.025]
Ep 024/60 [S2:+mat]:  37%|█  | 122/333 [01:48<03:31,  1.00s/it, loss=0.724, pair=0.004, adv=3.304, sprd=0.025]
Ep 024/60 [S2:+mat]:  37%|█  | 122/333 [01:49<03:31,  1.00s/it, loss=0.741, pair=0.013, adv=3.638, sprd=0.026]
Ep 024/60 [S2:+mat]:  37%|█  | 123/333 [01:49<03:43,  1.06s/it, loss=0.741, pair=0.013, adv=3.638, sprd=0.026]
Ep 024/60 [S2:+mat]:  37%|█  | 123/333 [01:50<03:43,  1.06s/it, loss=0.729, pair=0.004, adv=3.423, sprd=0.027]
Ep 024/60 [S2:+mat]:  37%|█  | 124/333 [01:50<03:33,  1.02s/it, loss=0.729, pair=0.004, adv=3.423, sprd=0.027]
Ep 024/60 [S2:+mat]:  37%|█  | 124/333 [01:51<03:33,  1.02s/it, loss=0.743, pair=0.012, adv=3.444, sprd=0.030]
Ep 024/60 [S2:+mat]:  38%|█▏ | 125/333 [01:51<03:41,  1.06s/it, loss=0.743, pair=0.012, adv=3.444, sprd=0.030]
Ep 024/60 [S2:+mat]:  38%|█▏ | 125/333 [01:52<03:41,  1.06s/it, loss=0.731, pair=0.003, adv=3.638, sprd=0.025]
Ep 024/60 [S2:+mat]:  38%|█▏ | 126/333 [01:52<03:33,  1.03s/it, loss=0.731, pair=0.003, adv=3.638, sprd=0.025]
Ep 024/60 [S2:+mat]:  38%|█▏ | 126/333 [01:53<03:33,  1.03s/it, loss=0.755, pair=0.007, adv=3.446, sprd=0.026]
Ep 024/60 [S2:+mat]:  38%|█▏ | 127/333 [01:53<03:43,  1.09s/it, loss=0.755, pair=0.007, adv=3.446, sprd=0.026]
Ep 024/60 [S2:+mat]:  38%|█▏ | 127/333 [01:54<03:43,  1.09s/it, loss=0.724, pair=0.004, adv=3.689, sprd=0.022]
Ep 024/60 [S2:+mat]:  38%|█▏ | 128/333 [01:54<03:31,  1.03s/it, loss=0.724, pair=0.004, adv=3.689, sprd=0.022]
Ep 024/60 [S2:+mat]:  38%|█▏ | 128/333 [01:55<03:31,  1.03s/it, loss=0.744, pair=0.018, adv=3.206, sprd=0.026]
Ep 024/60 [S2:+mat]:  39%|█▏ | 129/333 [01:55<03:38,  1.07s/it, loss=0.744, pair=0.018, adv=3.206, sprd=0.026]
Ep 024/60 [S2:+mat]:  39%|█▏ | 129/333 [01:56<03:38,  1.07s/it, loss=0.718, pair=0.024, adv=3.404, sprd=0.018]
Ep 024/60 [S2:+mat]:  39%|█▏ | 130/333 [01:56<03:25,  1.01s/it, loss=0.718, pair=0.024, adv=3.404, sprd=0.018]
Ep 024/60 [S2:+mat]:  39%|█▏ | 130/333 [01:57<03:25,  1.01s/it, loss=0.747, pair=0.010, adv=3.502, sprd=0.030]
Ep 024/60 [S2:+mat]:  39%|█▏ | 131/333 [01:57<03:40,  1.09s/it, loss=0.747, pair=0.010, adv=3.502, sprd=0.030]
Ep 024/60 [S2:+mat]:  39%|█▏ | 131/333 [01:58<03:40,  1.09s/it, loss=0.747, pair=0.042, adv=3.452, sprd=0.028]
Ep 024/60 [S2:+mat]:  40%|█▏ | 132/333 [01:58<03:32,  1.06s/it, loss=0.747, pair=0.042, adv=3.452, sprd=0.028]
Ep 024/60 [S2:+mat]:  40%|█▏ | 132/333 [02:00<03:32,  1.06s/it, loss=0.727, pair=0.034, adv=3.521, sprd=0.022]
Ep 024/60 [S2:+mat]:  40%|█▏ | 133/333 [02:00<03:38,  1.09s/it, loss=0.727, pair=0.034, adv=3.521, sprd=0.022]
Ep 024/60 [S2:+mat]:  40%|█▏ | 133/333 [02:01<03:38,  1.09s/it, loss=0.720, pair=0.009, adv=3.505, sprd=0.023]
Ep 024/60 [S2:+mat]:  40%|█▏ | 134/333 [02:01<03:29,  1.05s/it, loss=0.720, pair=0.009, adv=3.505, sprd=0.023]
Ep 024/60 [S2:+mat]:  40%|█▏ | 134/333 [02:02<03:29,  1.05s/it, loss=0.818, pair=0.002, adv=3.526, sprd=0.026]
Ep 024/60 [S2:+mat]:  41%|█▏ | 135/333 [02:02<03:34,  1.08s/it, loss=0.818, pair=0.002, adv=3.526, sprd=0.026]
Ep 024/60 [S2:+mat]:  41%|█▏ | 135/333 [02:03<03:34,  1.08s/it, loss=0.701, pair=0.010, adv=3.237, sprd=0.023]
Ep 024/60 [S2:+mat]:  41%|█▏ | 136/333 [02:03<03:24,  1.04s/it, loss=0.701, pair=0.010, adv=3.237, sprd=0.023]
Ep 024/60 [S2:+mat]:  41%|█▏ | 136/333 [02:04<03:24,  1.04s/it, loss=0.788, pair=0.000, adv=3.644, sprd=0.019]
Ep 024/60 [S2:+mat]:  41%|█▏ | 137/333 [02:04<03:27,  1.06s/it, loss=0.788, pair=0.000, adv=3.644, sprd=0.019]
Ep 024/60 [S2:+mat]:  41%|█▏ | 137/333 [02:05<03:27,  1.06s/it, loss=0.715, pair=0.008, adv=2.989, sprd=0.031]
Ep 024/60 [S2:+mat]:  41%|█▏ | 138/333 [02:05<03:22,  1.04s/it, loss=0.715, pair=0.008, adv=2.989, sprd=0.031]
Ep 024/60 [S2:+mat]:  41%|█▏ | 138/333 [02:06<03:22,  1.04s/it, loss=0.695, pair=0.014, adv=3.231, sprd=0.018]
Ep 024/60 [S2:+mat]:  42%|█▎ | 139/333 [02:06<03:29,  1.08s/it, loss=0.695, pair=0.014, adv=3.231, sprd=0.018]
Ep 024/60 [S2:+mat]:  42%|█▎ | 139/333 [02:07<03:29,  1.08s/it, loss=0.702, pair=0.019, adv=3.256, sprd=0.022]
Ep 024/60 [S2:+mat]:  42%|█▎ | 140/333 [02:07<03:20,  1.04s/it, loss=0.702, pair=0.019, adv=3.256, sprd=0.022]
Ep 024/60 [S2:+mat]:  42%|█▎ | 140/333 [02:08<03:20,  1.04s/it, loss=0.746, pair=0.015, adv=3.332, sprd=0.028]
Ep 024/60 [S2:+mat]:  42%|█▎ | 141/333 [02:08<03:32,  1.11s/it, loss=0.746, pair=0.015, adv=3.332, sprd=0.028]
Ep 024/60 [S2:+mat]:  42%|█▎ | 141/333 [02:09<03:32,  1.11s/it, loss=0.728, pair=0.002, adv=3.416, sprd=0.024]
Ep 024/60 [S2:+mat]:  43%|█▎ | 142/333 [02:09<03:23,  1.07s/it, loss=0.728, pair=0.002, adv=3.416, sprd=0.024]
Ep 024/60 [S2:+mat]:  43%|█▎ | 142/333 [02:10<03:23,  1.07s/it, loss=0.740, pair=0.021, adv=3.676, sprd=0.022]
Ep 024/60 [S2:+mat]:  43%|█▎ | 143/333 [02:10<03:26,  1.09s/it, loss=0.740, pair=0.021, adv=3.676, sprd=0.022]
Ep 024/60 [S2:+mat]:  43%|█▎ | 143/333 [02:11<03:26,  1.09s/it, loss=0.734, pair=0.006, adv=3.538, sprd=0.025]
Ep 024/60 [S2:+mat]:  43%|█▎ | 144/333 [02:11<03:19,  1.05s/it, loss=0.734, pair=0.006, adv=3.538, sprd=0.025]
Ep 024/60 [S2:+mat]:  43%|█▎ | 144/333 [02:13<03:19,  1.05s/it, loss=0.737, pair=0.017, adv=3.706, sprd=0.027]
Ep 024/60 [S2:+mat]:  44%|█▎ | 145/333 [02:13<03:33,  1.14s/it, loss=0.737, pair=0.017, adv=3.706, sprd=0.027]
Ep 024/60 [S2:+mat]:  44%|█▎ | 145/333 [02:14<03:33,  1.14s/it, loss=0.728, pair=0.013, adv=3.622, sprd=0.025]
Ep 024/60 [S2:+mat]:  44%|█▎ | 146/333 [02:14<03:23,  1.09s/it, loss=0.728, pair=0.013, adv=3.622, sprd=0.025]
Ep 024/60 [S2:+mat]:  44%|█▎ | 146/333 [02:15<03:23,  1.09s/it, loss=0.752, pair=0.010, adv=3.197, sprd=0.031]
Ep 024/60 [S2:+mat]:  44%|█▎ | 147/333 [02:15<03:31,  1.14s/it, loss=0.752, pair=0.010, adv=3.197, sprd=0.031]
Ep 024/60 [S2:+mat]:  44%|█▎ | 147/333 [02:16<03:31,  1.14s/it, loss=0.722, pair=0.011, adv=3.704, sprd=0.022]
Ep 024/60 [S2:+mat]:  44%|█▎ | 148/333 [02:16<03:20,  1.08s/it, loss=0.722, pair=0.011, adv=3.704, sprd=0.022]
Ep 024/60 [S2:+mat]:  44%|█▎ | 148/333 [02:17<03:20,  1.08s/it, loss=0.729, pair=0.010, adv=3.495, sprd=0.026]
Ep 024/60 [S2:+mat]:  45%|█▎ | 149/333 [02:17<03:23,  1.10s/it, loss=0.729, pair=0.010, adv=3.495, sprd=0.026]
Ep 024/60 [S2:+mat]:  45%|█▎ | 149/333 [02:18<03:23,  1.10s/it, loss=0.748, pair=0.014, adv=3.575, sprd=0.026]
Ep 024/60 [S2:+mat]:  45%|█▎ | 150/333 [02:18<03:13,  1.06s/it, loss=0.748, pair=0.014, adv=3.575, sprd=0.026]
Ep 024/60 [S2:+mat]:  45%|█▎ | 150/333 [02:19<03:13,  1.06s/it, loss=0.762, pair=0.025, adv=3.771, sprd=0.028]
Ep 024/60 [S2:+mat]:  45%|█▎ | 151/333 [02:19<03:20,  1.10s/it, loss=0.762, pair=0.025, adv=3.771, sprd=0.028]
Ep 024/60 [S2:+mat]:  45%|█▎ | 151/333 [02:20<03:20,  1.10s/it, loss=0.714, pair=0.024, adv=3.541, sprd=0.021]
Ep 024/60 [S2:+mat]:  46%|█▎ | 152/333 [02:20<03:08,  1.04s/it, loss=0.714, pair=0.024, adv=3.541, sprd=0.021]
Ep 024/60 [S2:+mat]:  46%|█▎ | 152/333 [02:21<03:08,  1.04s/it, loss=0.752, pair=0.017, adv=3.471, sprd=0.030]
Ep 024/60 [S2:+mat]:  46%|█▍ | 153/333 [02:21<03:13,  1.08s/it, loss=0.752, pair=0.017, adv=3.471, sprd=0.030]
Ep 024/60 [S2:+mat]:  46%|█▍ | 153/333 [02:22<03:13,  1.08s/it, loss=0.725, pair=0.008, adv=3.436, sprd=0.024]
Ep 024/60 [S2:+mat]:  46%|█▍ | 154/333 [02:22<03:04,  1.03s/it, loss=0.725, pair=0.008, adv=3.436, sprd=0.024]
Ep 024/60 [S2:+mat]:  46%|█▍ | 154/333 [02:23<03:04,  1.03s/it, loss=0.741, pair=0.024, adv=3.613, sprd=0.027]
Ep 024/60 [S2:+mat]:  47%|█▍ | 155/333 [02:23<03:10,  1.07s/it, loss=0.741, pair=0.024, adv=3.613, sprd=0.027]
Ep 024/60 [S2:+mat]:  47%|█▍ | 155/333 [02:24<03:10,  1.07s/it, loss=0.706, pair=0.001, adv=3.478, sprd=0.022]
Ep 024/60 [S2:+mat]:  47%|█▍ | 156/333 [02:24<03:01,  1.02s/it, loss=0.706, pair=0.001, adv=3.478, sprd=0.022]
Ep 024/60 [S2:+mat]:  47%|█▍ | 156/333 [02:25<03:01,  1.02s/it, loss=0.702, pair=0.014, adv=3.416, sprd=0.017]
Ep 024/60 [S2:+mat]:  47%|█▍ | 157/333 [02:25<03:02,  1.03s/it, loss=0.702, pair=0.014, adv=3.416, sprd=0.017]
Ep 024/60 [S2:+mat]:  47%|█▍ | 157/333 [02:26<03:02,  1.03s/it, loss=0.758, pair=0.017, adv=3.536, sprd=0.030]
Ep 024/60 [S2:+mat]:  47%|█▍ | 158/333 [02:26<02:58,  1.02s/it, loss=0.758, pair=0.017, adv=3.536, sprd=0.030]
Ep 024/60 [S2:+mat]:  47%|█▍ | 158/333 [02:27<02:58,  1.02s/it, loss=0.758, pair=0.021, adv=3.728, sprd=0.022]
Ep 024/60 [S2:+mat]:  48%|█▍ | 159/333 [02:27<03:03,  1.06s/it, loss=0.758, pair=0.021, adv=3.728, sprd=0.022]
Ep 024/60 [S2:+mat]:  48%|█▍ | 159/333 [02:28<03:03,  1.06s/it, loss=0.730, pair=0.023, adv=3.687, sprd=0.024]
Ep 024/60 [S2:+mat]:  48%|█▍ | 160/333 [02:28<02:53,  1.00s/it, loss=0.730, pair=0.023, adv=3.687, sprd=0.024]
Ep 024/60 [S2:+mat]:  48%|█▍ | 160/333 [02:29<02:53,  1.00s/it, loss=0.703, pair=0.003, adv=3.249, sprd=0.020]
Ep 024/60 [S2:+mat]:  48%|█▍ | 161/333 [02:29<02:58,  1.04s/it, loss=0.703, pair=0.003, adv=3.249, sprd=0.020]
Ep 024/60 [S2:+mat]:  48%|█▍ | 161/333 [02:30<02:58,  1.04s/it, loss=0.712, pair=0.016, adv=3.333, sprd=0.022]
Ep 024/60 [S2:+mat]:  49%|█▍ | 162/333 [02:30<02:50,  1.00it/s, loss=0.712, pair=0.016, adv=3.333, sprd=0.022]
Ep 024/60 [S2:+mat]:  49%|█▍ | 162/333 [02:31<02:50,  1.00it/s, loss=0.716, pair=0.029, adv=3.455, sprd=0.018]
Ep 024/60 [S2:+mat]:  49%|█▍ | 163/333 [02:31<02:56,  1.04s/it, loss=0.716, pair=0.029, adv=3.455, sprd=0.018]
Ep 024/60 [S2:+mat]:  49%|█▍ | 163/333 [02:32<02:56,  1.04s/it, loss=0.729, pair=0.015, adv=3.702, sprd=0.021]
Ep 024/60 [S2:+mat]:  49%|█▍ | 164/333 [02:32<02:50,  1.01s/it, loss=0.729, pair=0.015, adv=3.702, sprd=0.021]
Ep 024/60 [S2:+mat]:  49%|█▍ | 164/333 [02:33<02:50,  1.01s/it, loss=0.825, pair=0.014, adv=3.846, sprd=0.028]
Ep 024/60 [S2:+mat]:  50%|█▍ | 165/333 [02:33<02:58,  1.06s/it, loss=0.825, pair=0.014, adv=3.846, sprd=0.028]
Ep 024/60 [S2:+mat]:  50%|█▍ | 165/333 [02:34<02:58,  1.06s/it, loss=0.747, pair=0.019, adv=3.471, sprd=0.029]
Ep 024/60 [S2:+mat]:  50%|█▍ | 166/333 [02:34<02:52,  1.03s/it, loss=0.747, pair=0.019, adv=3.471, sprd=0.029]
Ep 024/60 [S2:+mat]:  50%|█▍ | 166/333 [02:36<02:52,  1.03s/it, loss=0.734, pair=0.028, adv=3.693, sprd=0.023]
Ep 024/60 [S2:+mat]:  50%|█▌ | 167/333 [02:36<02:56,  1.07s/it, loss=0.734, pair=0.028, adv=3.693, sprd=0.023]
Ep 024/60 [S2:+mat]:  50%|█▌ | 167/333 [02:36<02:56,  1.07s/it, loss=0.701, pair=0.022, adv=3.247, sprd=0.019]
Ep 024/60 [S2:+mat]:  50%|█▌ | 168/333 [02:36<02:46,  1.01s/it, loss=0.701, pair=0.022, adv=3.247, sprd=0.019]
Ep 024/60 [S2:+mat]:  50%|█▌ | 168/333 [02:38<02:46,  1.01s/it, loss=0.744, pair=0.020, adv=3.405, sprd=0.026]
Ep 024/60 [S2:+mat]:  51%|█▌ | 169/333 [02:38<02:50,  1.04s/it, loss=0.744, pair=0.020, adv=3.405, sprd=0.026]
Ep 024/60 [S2:+mat]:  51%|█▌ | 169/333 [02:39<02:50,  1.04s/it, loss=0.744, pair=0.008, adv=3.783, sprd=0.029]
Ep 024/60 [S2:+mat]:  51%|█▌ | 170/333 [02:39<02:46,  1.02s/it, loss=0.744, pair=0.008, adv=3.783, sprd=0.029]
Ep 024/60 [S2:+mat]:  51%|█▌ | 170/333 [02:40<02:46,  1.02s/it, loss=0.843, pair=0.010, adv=3.509, sprd=0.024]
Ep 024/60 [S2:+mat]:  51%|█▌ | 171/333 [02:40<02:49,  1.04s/it, loss=0.843, pair=0.010, adv=3.509, sprd=0.024]
Ep 024/60 [S2:+mat]:  51%|█▌ | 171/333 [02:40<02:49,  1.04s/it, loss=0.709, pair=0.009, adv=3.546, sprd=0.020]
Ep 024/60 [S2:+mat]:  52%|█▌ | 172/333 [02:40<02:40,  1.00it/s, loss=0.709, pair=0.009, adv=3.546, sprd=0.020]
Ep 024/60 [S2:+mat]:  52%|█▌ | 172/333 [02:42<02:40,  1.00it/s, loss=0.733, pair=0.014, adv=3.635, sprd=0.024]
Ep 024/60 [S2:+mat]:  52%|█▌ | 173/333 [02:42<02:47,  1.05s/it, loss=0.733, pair=0.014, adv=3.635, sprd=0.024]
Ep 024/60 [S2:+mat]:  52%|█▌ | 173/333 [02:43<02:47,  1.05s/it, loss=0.750, pair=0.026, adv=3.564, sprd=0.028]
Ep 024/60 [S2:+mat]:  52%|█▌ | 174/333 [02:43<02:43,  1.03s/it, loss=0.750, pair=0.026, adv=3.564, sprd=0.028]
Ep 024/60 [S2:+mat]:  52%|█▌ | 174/333 [02:44<02:43,  1.03s/it, loss=0.730, pair=0.006, adv=3.480, sprd=0.023]
Ep 024/60 [S2:+mat]:  53%|█▌ | 175/333 [02:44<02:49,  1.07s/it, loss=0.730, pair=0.006, adv=3.480, sprd=0.023]
Ep 024/60 [S2:+mat]:  53%|█▌ | 175/333 [02:45<02:49,  1.07s/it, loss=0.725, pair=0.013, adv=3.589, sprd=0.024]
Ep 024/60 [S2:+mat]:  53%|█▌ | 176/333 [02:45<02:41,  1.03s/it, loss=0.725, pair=0.013, adv=3.589, sprd=0.024]
Ep 024/60 [S2:+mat]:  53%|█▌ | 176/333 [02:46<02:41,  1.03s/it, loss=0.833, pair=0.006, adv=3.529, sprd=0.030]
Ep 024/60 [S2:+mat]:  53%|█▌ | 177/333 [02:46<02:46,  1.07s/it, loss=0.833, pair=0.006, adv=3.529, sprd=0.030]
Ep 024/60 [S2:+mat]:  53%|█▌ | 177/333 [02:47<02:46,  1.07s/it, loss=0.717, pair=0.014, adv=3.801, sprd=0.021]
Ep 024/60 [S2:+mat]:  53%|█▌ | 178/333 [02:47<02:39,  1.03s/it, loss=0.717, pair=0.014, adv=3.801, sprd=0.021]
Ep 024/60 [S2:+mat]:  53%|█▌ | 178/333 [02:48<02:39,  1.03s/it, loss=0.759, pair=0.017, adv=3.739, sprd=0.018]
Ep 024/60 [S2:+mat]:  54%|█▌ | 179/333 [02:48<02:42,  1.06s/it, loss=0.759, pair=0.017, adv=3.739, sprd=0.018]
Ep 024/60 [S2:+mat]:  54%|█▌ | 179/333 [02:49<02:42,  1.06s/it, loss=0.731, pair=0.005, adv=3.406, sprd=0.027]
Ep 024/60 [S2:+mat]:  54%|█▌ | 180/333 [02:49<02:37,  1.03s/it, loss=0.731, pair=0.005, adv=3.406, sprd=0.027]
Ep 024/60 [S2:+mat]:  54%|█▌ | 180/333 [02:50<02:37,  1.03s/it, loss=0.763, pair=0.021, adv=3.369, sprd=0.022]
Ep 024/60 [S2:+mat]:  54%|█▋ | 181/333 [02:50<02:40,  1.05s/it, loss=0.763, pair=0.021, adv=3.369, sprd=0.022]
Ep 024/60 [S2:+mat]:  54%|█▋ | 181/333 [02:51<02:40,  1.05s/it, loss=0.707, pair=0.006, adv=3.241, sprd=0.022]
Ep 024/60 [S2:+mat]:  55%|█▋ | 182/333 [02:51<02:28,  1.02it/s, loss=0.707, pair=0.006, adv=3.241, sprd=0.022]
Ep 024/60 [S2:+mat]:  55%|█▋ | 182/333 [02:52<02:28,  1.02it/s, loss=0.724, pair=0.007, adv=3.319, sprd=0.023]
Ep 024/60 [S2:+mat]:  55%|█▋ | 183/333 [02:52<02:37,  1.05s/it, loss=0.724, pair=0.007, adv=3.319, sprd=0.023]
Ep 024/60 [S2:+mat]:  55%|█▋ | 183/333 [02:53<02:37,  1.05s/it, loss=0.721, pair=0.005, adv=3.571, sprd=0.024]
Ep 024/60 [S2:+mat]:  55%|█▋ | 184/333 [02:53<02:31,  1.02s/it, loss=0.721, pair=0.005, adv=3.571, sprd=0.024]
Ep 024/60 [S2:+mat]:  55%|█▋ | 184/333 [02:54<02:31,  1.02s/it, loss=0.801, pair=0.050, adv=3.525, sprd=0.019]
Ep 024/60 [S2:+mat]:  56%|█▋ | 185/333 [02:54<02:34,  1.04s/it, loss=0.801, pair=0.050, adv=3.525, sprd=0.019]
Ep 024/60 [S2:+mat]:  56%|█▋ | 185/333 [02:55<02:34,  1.04s/it, loss=0.724, pair=0.016, adv=3.854, sprd=0.023]
Ep 024/60 [S2:+mat]:  56%|█▋ | 186/333 [02:55<02:28,  1.01s/it, loss=0.724, pair=0.016, adv=3.854, sprd=0.023]
Ep 024/60 [S2:+mat]:  56%|█▋ | 186/333 [02:56<02:28,  1.01s/it, loss=0.750, pair=0.023, adv=3.449, sprd=0.026]
Ep 024/60 [S2:+mat]:  56%|█▋ | 187/333 [02:56<02:32,  1.05s/it, loss=0.750, pair=0.023, adv=3.449, sprd=0.026]
Ep 024/60 [S2:+mat]:  56%|█▋ | 187/333 [02:57<02:32,  1.05s/it, loss=0.727, pair=0.013, adv=3.440, sprd=0.025]
Ep 024/60 [S2:+mat]:  56%|█▋ | 188/333 [02:57<02:26,  1.01s/it, loss=0.727, pair=0.013, adv=3.440, sprd=0.025]
Ep 024/60 [S2:+mat]:  56%|█▋ | 188/333 [02:58<02:26,  1.01s/it, loss=0.728, pair=0.010, adv=3.737, sprd=0.025]
Ep 024/60 [S2:+mat]:  57%|█▋ | 189/333 [02:58<02:33,  1.07s/it, loss=0.728, pair=0.010, adv=3.737, sprd=0.025]
Ep 024/60 [S2:+mat]:  57%|█▋ | 189/333 [02:59<02:33,  1.07s/it, loss=0.691, pair=0.021, adv=3.145, sprd=0.020]
Ep 024/60 [S2:+mat]:  57%|█▋ | 190/333 [02:59<02:24,  1.01s/it, loss=0.691, pair=0.021, adv=3.145, sprd=0.020]
Ep 024/60 [S2:+mat]:  57%|█▋ | 190/333 [03:00<02:24,  1.01s/it, loss=0.717, pair=0.037, adv=3.634, sprd=0.020]
Ep 024/60 [S2:+mat]:  57%|█▋ | 191/333 [03:00<02:28,  1.04s/it, loss=0.717, pair=0.037, adv=3.634, sprd=0.020]
Ep 024/60 [S2:+mat]:  57%|█▋ | 191/333 [03:01<02:28,  1.04s/it, loss=0.743, pair=0.011, adv=3.560, sprd=0.027]
Ep 024/60 [S2:+mat]:  58%|█▋ | 192/333 [03:01<02:23,  1.01s/it, loss=0.743, pair=0.011, adv=3.560, sprd=0.027]
Ep 024/60 [S2:+mat]:  58%|█▋ | 192/333 [03:02<02:23,  1.01s/it, loss=0.711, pair=0.033, adv=3.355, sprd=0.019]
Ep 024/60 [S2:+mat]:  58%|█▋ | 193/333 [03:02<02:25,  1.04s/it, loss=0.711, pair=0.033, adv=3.355, sprd=0.019]
Ep 024/60 [S2:+mat]:  58%|█▋ | 193/333 [03:03<02:25,  1.04s/it, loss=0.739, pair=0.026, adv=3.412, sprd=0.027]
Ep 024/60 [S2:+mat]:  58%|█▋ | 194/333 [03:03<02:19,  1.00s/it, loss=0.739, pair=0.026, adv=3.412, sprd=0.027]
Ep 024/60 [S2:+mat]:  58%|█▋ | 194/333 [03:04<02:19,  1.00s/it, loss=0.712, pair=0.004, adv=3.584, sprd=0.021]
Ep 024/60 [S2:+mat]:  59%|█▊ | 195/333 [03:04<02:23,  1.04s/it, loss=0.712, pair=0.004, adv=3.584, sprd=0.021]
Ep 024/60 [S2:+mat]:  59%|█▊ | 195/333 [03:05<02:23,  1.04s/it, loss=0.740, pair=0.022, adv=3.592, sprd=0.030]
Ep 024/60 [S2:+mat]:  59%|█▊ | 196/333 [03:05<02:19,  1.02s/it, loss=0.740, pair=0.022, adv=3.592, sprd=0.030]
Ep 024/60 [S2:+mat]:  59%|█▊ | 196/333 [03:07<02:19,  1.02s/it, loss=0.729, pair=0.049, adv=3.359, sprd=0.020]
Ep 024/60 [S2:+mat]:  59%|█▊ | 197/333 [03:07<02:24,  1.06s/it, loss=0.729, pair=0.049, adv=3.359, sprd=0.020]
Ep 024/60 [S2:+mat]:  59%|█▊ | 197/333 [03:08<02:24,  1.06s/it, loss=0.755, pair=0.026, adv=3.679, sprd=0.030]
Ep 024/60 [S2:+mat]:  59%|█▊ | 198/333 [03:08<02:21,  1.05s/it, loss=0.755, pair=0.026, adv=3.679, sprd=0.030]
Ep 024/60 [S2:+mat]:  59%|█▊ | 198/333 [03:09<02:21,  1.05s/it, loss=0.800, pair=0.039, adv=3.529, sprd=0.020]
Ep 024/60 [S2:+mat]:  60%|█▊ | 199/333 [03:09<02:23,  1.07s/it, loss=0.800, pair=0.039, adv=3.529, sprd=0.020]
Ep 024/60 [S2:+mat]:  60%|█▊ | 199/333 [03:10<02:23,  1.07s/it, loss=0.758, pair=0.020, adv=3.637, sprd=0.032]
Ep 024/60 [S2:+mat]:  60%|█▊ | 200/333 [03:10<02:19,  1.05s/it, loss=0.758, pair=0.020, adv=3.637, sprd=0.032]
Ep 024/60 [S2:+mat]:  60%|█▊ | 200/333 [03:11<02:19,  1.05s/it, loss=0.713, pair=0.039, adv=3.291, sprd=0.023]
Ep 024/60 [S2:+mat]:  60%|█▊ | 201/333 [03:11<02:21,  1.08s/it, loss=0.713, pair=0.039, adv=3.291, sprd=0.023]
Ep 024/60 [S2:+mat]:  60%|█▊ | 201/333 [03:12<02:21,  1.08s/it, loss=0.718, pair=0.066, adv=3.342, sprd=0.019]
Ep 024/60 [S2:+mat]:  61%|█▊ | 202/333 [03:12<02:14,  1.02s/it, loss=0.718, pair=0.066, adv=3.342, sprd=0.019]
Ep 024/60 [S2:+mat]:  61%|█▊ | 202/333 [03:13<02:14,  1.02s/it, loss=0.796, pair=0.058, adv=3.418, sprd=0.030]
Ep 024/60 [S2:+mat]:  61%|█▊ | 203/333 [03:13<02:17,  1.06s/it, loss=0.796, pair=0.058, adv=3.418, sprd=0.030]
Ep 024/60 [S2:+mat]:  61%|█▊ | 203/333 [03:14<02:17,  1.06s/it, loss=0.734, pair=0.051, adv=3.177, sprd=0.029]
Ep 024/60 [S2:+mat]:  61%|█▊ | 204/333 [03:14<02:03,  1.04it/s, loss=0.734, pair=0.051, adv=3.177, sprd=0.029]
Ep 024/60 [S2:+mat]:  61%|█▊ | 204/333 [03:14<02:03,  1.04it/s, loss=0.727, pair=0.007, adv=3.781, sprd=0.024]
Ep 024/60 [S2:+mat]:  62%|█▊ | 205/333 [03:14<02:02,  1.05it/s, loss=0.727, pair=0.007, adv=3.781, sprd=0.024]
Ep 024/60 [S2:+mat]:  62%|█▊ | 205/333 [03:15<02:02,  1.05it/s, loss=0.738, pair=0.027, adv=3.658, sprd=0.026]
Ep 024/60 [S2:+mat]:  62%|█▊ | 206/333 [03:15<01:59,  1.06it/s, loss=0.738, pair=0.027, adv=3.658, sprd=0.026]
Ep 024/60 [S2:+mat]:  62%|█▊ | 206/333 [03:17<01:59,  1.06it/s, loss=0.725, pair=0.008, adv=3.759, sprd=0.024]
Ep 024/60 [S2:+mat]:  62%|█▊ | 207/333 [03:17<02:06,  1.00s/it, loss=0.725, pair=0.008, adv=3.759, sprd=0.024]
Ep 024/60 [S2:+mat]:  62%|█▊ | 207/333 [03:17<02:06,  1.00s/it, loss=0.704, pair=0.015, adv=3.296, sprd=0.020]
Ep 024/60 [S2:+mat]:  62%|█▊ | 208/333 [03:17<02:00,  1.03it/s, loss=0.704, pair=0.015, adv=3.296, sprd=0.020]
Ep 024/60 [S2:+mat]:  62%|█▊ | 208/333 [03:19<02:00,  1.03it/s, loss=0.704, pair=0.004, adv=3.501, sprd=0.020]
Ep 024/60 [S2:+mat]:  63%|█▉ | 209/333 [03:19<02:05,  1.01s/it, loss=0.704, pair=0.004, adv=3.501, sprd=0.020]
Ep 024/60 [S2:+mat]:  63%|█▉ | 209/333 [03:20<02:05,  1.01s/it, loss=0.742, pair=0.013, adv=3.445, sprd=0.029]
Ep 024/60 [S2:+mat]:  63%|█▉ | 210/333 [03:20<02:02,  1.00it/s, loss=0.742, pair=0.013, adv=3.445, sprd=0.029]
Ep 024/60 [S2:+mat]:  63%|█▉ | 210/333 [03:21<02:02,  1.00it/s, loss=0.716, pair=0.012, adv=3.321, sprd=0.018]
Ep 024/60 [S2:+mat]:  63%|█▉ | 211/333 [03:21<02:04,  1.02s/it, loss=0.716, pair=0.012, adv=3.321, sprd=0.018]
Ep 024/60 [S2:+mat]:  63%|█▉ | 211/333 [03:22<02:04,  1.02s/it, loss=0.712, pair=0.020, adv=3.716, sprd=0.020]
Ep 024/60 [S2:+mat]:  64%|█▉ | 212/333 [03:22<02:00,  1.01it/s, loss=0.712, pair=0.020, adv=3.716, sprd=0.020]
Ep 024/60 [S2:+mat]:  64%|█▉ | 212/333 [03:23<02:00,  1.01it/s, loss=0.729, pair=0.048, adv=3.821, sprd=0.022]
Ep 024/60 [S2:+mat]:  64%|█▉ | 213/333 [03:23<02:03,  1.03s/it, loss=0.729, pair=0.048, adv=3.821, sprd=0.022]
Ep 024/60 [S2:+mat]:  64%|█▉ | 213/333 [03:24<02:03,  1.03s/it, loss=0.737, pair=0.038, adv=3.465, sprd=0.023]
Ep 024/60 [S2:+mat]:  64%|█▉ | 214/333 [03:24<01:58,  1.01it/s, loss=0.737, pair=0.038, adv=3.465, sprd=0.023]
Ep 024/60 [S2:+mat]:  64%|█▉ | 214/333 [03:25<01:58,  1.01it/s, loss=0.729, pair=0.022, adv=3.846, sprd=0.023]
Ep 024/60 [S2:+mat]:  65%|█▉ | 215/333 [03:25<02:03,  1.04s/it, loss=0.729, pair=0.022, adv=3.846, sprd=0.023]
Ep 024/60 [S2:+mat]:  65%|█▉ | 215/333 [03:26<02:03,  1.04s/it, loss=0.754, pair=0.025, adv=3.566, sprd=0.029]
Ep 024/60 [S2:+mat]:  65%|█▉ | 216/333 [03:26<01:57,  1.00s/it, loss=0.754, pair=0.025, adv=3.566, sprd=0.029]
Ep 024/60 [S2:+mat]:  65%|█▉ | 216/333 [03:27<01:57,  1.00s/it, loss=0.726, pair=0.024, adv=3.934, sprd=0.024]
Ep 024/60 [S2:+mat]:  65%|█▉ | 217/333 [03:27<02:01,  1.04s/it, loss=0.726, pair=0.024, adv=3.934, sprd=0.024]
Ep 024/60 [S2:+mat]:  65%|█▉ | 217/333 [03:28<02:01,  1.04s/it, loss=0.726, pair=0.035, adv=3.731, sprd=0.022]
Ep 024/60 [S2:+mat]:  65%|█▉ | 218/333 [03:28<01:55,  1.00s/it, loss=0.726, pair=0.035, adv=3.731, sprd=0.022]
Ep 024/60 [S2:+mat]:  65%|█▉ | 218/333 [03:29<01:55,  1.00s/it, loss=0.741, pair=0.012, adv=3.762, sprd=0.026]
Ep 024/60 [S2:+mat]:  66%|█▉ | 219/333 [03:29<02:01,  1.06s/it, loss=0.741, pair=0.012, adv=3.762, sprd=0.026]
Ep 024/60 [S2:+mat]:  66%|█▉ | 219/333 [03:30<02:01,  1.06s/it, loss=0.740, pair=0.008, adv=3.574, sprd=0.026]
Ep 024/60 [S2:+mat]:  66%|█▉ | 220/333 [03:30<01:56,  1.03s/it, loss=0.740, pair=0.008, adv=3.574, sprd=0.026]
Ep 024/60 [S2:+mat]:  66%|█▉ | 220/333 [03:31<01:56,  1.03s/it, loss=0.725, pair=0.009, adv=3.762, sprd=0.023]
Ep 024/60 [S2:+mat]:  66%|█▉ | 221/333 [03:31<01:58,  1.06s/it, loss=0.725, pair=0.009, adv=3.762, sprd=0.023]
Ep 024/60 [S2:+mat]:  66%|█▉ | 221/333 [03:32<01:58,  1.06s/it, loss=0.706, pair=0.010, adv=3.595, sprd=0.021]
Ep 024/60 [S2:+mat]:  67%|██ | 222/333 [03:32<01:52,  1.01s/it, loss=0.706, pair=0.010, adv=3.595, sprd=0.021]
Ep 024/60 [S2:+mat]:  67%|██ | 222/333 [03:33<01:52,  1.01s/it, loss=0.833, pair=0.048, adv=3.696, sprd=0.028]
Ep 024/60 [S2:+mat]:  67%|██ | 223/333 [03:33<01:55,  1.05s/it, loss=0.833, pair=0.048, adv=3.696, sprd=0.028]
Ep 024/60 [S2:+mat]:  67%|██ | 223/333 [03:34<01:55,  1.05s/it, loss=0.726, pair=0.015, adv=3.471, sprd=0.022]
Ep 024/60 [S2:+mat]:  67%|██ | 224/333 [03:34<01:50,  1.01s/it, loss=0.726, pair=0.015, adv=3.471, sprd=0.022]
Ep 024/60 [S2:+mat]:  67%|██ | 224/333 [03:35<01:50,  1.01s/it, loss=0.723, pair=0.023, adv=3.638, sprd=0.023]
Ep 024/60 [S2:+mat]:  68%|██ | 225/333 [03:35<01:52,  1.05s/it, loss=0.723, pair=0.023, adv=3.638, sprd=0.023]
Ep 024/60 [S2:+mat]:  68%|██ | 225/333 [03:36<01:52,  1.05s/it, loss=0.715, pair=0.008, adv=3.634, sprd=0.022]
Ep 024/60 [S2:+mat]:  68%|██ | 226/333 [03:36<01:48,  1.01s/it, loss=0.715, pair=0.008, adv=3.634, sprd=0.022]
Ep 024/60 [S2:+mat]:  68%|██ | 226/333 [03:37<01:48,  1.01s/it, loss=0.729, pair=0.006, adv=4.000, sprd=0.020]
Ep 024/60 [S2:+mat]:  68%|██ | 227/333 [03:37<01:52,  1.07s/it, loss=0.729, pair=0.006, adv=4.000, sprd=0.020]
Ep 024/60 [S2:+mat]:  68%|██ | 227/333 [03:38<01:52,  1.07s/it, loss=0.727, pair=0.007, adv=3.810, sprd=0.025]
Ep 024/60 [S2:+mat]:  68%|██ | 228/333 [03:38<01:42,  1.03it/s, loss=0.727, pair=0.007, adv=3.810, sprd=0.025]
Ep 024/60 [S2:+mat]:  68%|██ | 228/333 [03:39<01:42,  1.03it/s, loss=0.739, pair=0.010, adv=3.660, sprd=0.026]
Ep 024/60 [S2:+mat]:  69%|██ | 229/333 [03:39<01:49,  1.05s/it, loss=0.739, pair=0.010, adv=3.660, sprd=0.026]
Ep 024/60 [S2:+mat]:  69%|██ | 229/333 [03:40<01:49,  1.05s/it, loss=0.704, pair=0.000, adv=3.521, sprd=0.020]
Ep 024/60 [S2:+mat]:  69%|██ | 230/333 [03:40<01:42,  1.00it/s, loss=0.704, pair=0.000, adv=3.521, sprd=0.020]
Ep 024/60 [S2:+mat]:  69%|██ | 230/333 [03:41<01:42,  1.00it/s, loss=0.718, pair=0.031, adv=3.510, sprd=0.020]
Ep 024/60 [S2:+mat]:  69%|██ | 231/333 [03:41<01:48,  1.07s/it, loss=0.718, pair=0.031, adv=3.510, sprd=0.020]
Ep 024/60 [S2:+mat]:  69%|██ | 231/333 [03:42<01:48,  1.07s/it, loss=0.741, pair=0.048, adv=3.503, sprd=0.024]
Ep 024/60 [S2:+mat]:  70%|██ | 232/333 [03:42<01:43,  1.03s/it, loss=0.741, pair=0.048, adv=3.503, sprd=0.024]
Ep 024/60 [S2:+mat]:  70%|██ | 232/333 [03:43<01:43,  1.03s/it, loss=0.809, pair=0.019, adv=3.469, sprd=0.023]
Ep 024/60 [S2:+mat]:  70%|██ | 233/333 [03:43<01:46,  1.06s/it, loss=0.809, pair=0.019, adv=3.469, sprd=0.023]
Ep 024/60 [S2:+mat]:  70%|██ | 233/333 [03:44<01:46,  1.06s/it, loss=0.713, pair=0.025, adv=3.806, sprd=0.020]
Ep 024/60 [S2:+mat]:  70%|██ | 234/333 [03:44<01:40,  1.02s/it, loss=0.713, pair=0.025, adv=3.806, sprd=0.020]
Ep 024/60 [S2:+mat]:  70%|██ | 234/333 [03:45<01:40,  1.02s/it, loss=0.726, pair=0.017, adv=3.596, sprd=0.020]
Ep 024/60 [S2:+mat]:  71%|██ | 235/333 [03:45<01:43,  1.05s/it, loss=0.726, pair=0.017, adv=3.596, sprd=0.020]
Ep 024/60 [S2:+mat]:  71%|██ | 235/333 [03:46<01:43,  1.05s/it, loss=0.751, pair=0.058, adv=3.559, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 236/333 [03:46<01:39,  1.02s/it, loss=0.751, pair=0.058, adv=3.559, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 236/333 [03:48<01:39,  1.02s/it, loss=0.853, pair=0.055, adv=3.649, sprd=0.031]
Ep 024/60 [S2:+mat]:  71%|██▏| 237/333 [03:48<01:43,  1.08s/it, loss=0.853, pair=0.055, adv=3.649, sprd=0.031]
Ep 024/60 [S2:+mat]:  71%|██▏| 237/333 [03:49<01:43,  1.08s/it, loss=0.750, pair=0.056, adv=3.518, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 238/333 [03:49<01:39,  1.04s/it, loss=0.750, pair=0.056, adv=3.518, sprd=0.026]
Ep 024/60 [S2:+mat]:  71%|██▏| 238/333 [03:50<01:39,  1.04s/it, loss=0.708, pair=0.011, adv=3.252, sprd=0.022]
Ep 024/60 [S2:+mat]:  72%|██▏| 239/333 [03:50<01:38,  1.05s/it, loss=0.708, pair=0.011, adv=3.252, sprd=0.022]
Ep 024/60 [S2:+mat]:  72%|██▏| 239/333 [03:50<01:38,  1.05s/it, loss=0.715, pair=0.016, adv=3.359, sprd=0.021]
Ep 024/60 [S2:+mat]:  72%|██▏| 240/333 [03:50<01:33,  1.00s/it, loss=0.715, pair=0.016, adv=3.359, sprd=0.021]
Ep 024/60 [S2:+mat]:  72%|██▏| 240/333 [03:52<01:33,  1.00s/it, loss=0.754, pair=0.004, adv=3.842, sprd=0.030]
Ep 024/60 [S2:+mat]:  72%|██▏| 241/333 [03:52<01:38,  1.07s/it, loss=0.754, pair=0.004, adv=3.842, sprd=0.030]
Ep 024/60 [S2:+mat]:  72%|██▏| 241/333 [03:53<01:38,  1.07s/it, loss=0.712, pair=0.041, adv=3.367, sprd=0.020]
Ep 024/60 [S2:+mat]:  73%|██▏| 242/333 [03:53<01:33,  1.03s/it, loss=0.712, pair=0.041, adv=3.367, sprd=0.020]
Ep 024/60 [S2:+mat]:  73%|██▏| 242/333 [03:54<01:33,  1.03s/it, loss=0.729, pair=0.041, adv=3.747, sprd=0.022]
Ep 024/60 [S2:+mat]:  73%|██▏| 243/333 [03:54<01:35,  1.06s/it, loss=0.729, pair=0.041, adv=3.747, sprd=0.022]
Ep 024/60 [S2:+mat]:  73%|██▏| 243/333 [03:55<01:35,  1.06s/it, loss=0.760, pair=0.044, adv=3.715, sprd=0.030]
Ep 024/60 [S2:+mat]:  73%|██▏| 244/333 [03:55<01:31,  1.03s/it, loss=0.760, pair=0.044, adv=3.715, sprd=0.030]
Ep 024/60 [S2:+mat]:  73%|██▏| 244/333 [03:56<01:31,  1.03s/it, loss=0.776, pair=0.082, adv=3.427, sprd=0.032]
Ep 024/60 [S2:+mat]:  74%|██▏| 245/333 [03:56<01:36,  1.10s/it, loss=0.776, pair=0.082, adv=3.427, sprd=0.032]
Ep 024/60 [S2:+mat]:  74%|██▏| 245/333 [03:57<01:36,  1.10s/it, loss=0.727, pair=0.053, adv=3.389, sprd=0.023]
Ep 024/60 [S2:+mat]:  74%|██▏| 246/333 [03:57<01:31,  1.05s/it, loss=0.727, pair=0.053, adv=3.389, sprd=0.023]
Ep 024/60 [S2:+mat]:  74%|██▏| 246/333 [03:58<01:31,  1.05s/it, loss=0.734, pair=0.013, adv=3.774, sprd=0.024]
Ep 024/60 [S2:+mat]:  74%|██▏| 247/333 [03:58<01:32,  1.08s/it, loss=0.734, pair=0.013, adv=3.774, sprd=0.024]
Ep 024/60 [S2:+mat]:  74%|██▏| 247/333 [03:59<01:32,  1.08s/it, loss=0.723, pair=0.026, adv=3.787, sprd=0.022]
Ep 024/60 [S2:+mat]:  74%|██▏| 248/333 [03:59<01:27,  1.03s/it, loss=0.723, pair=0.026, adv=3.787, sprd=0.022]
Ep 024/60 [S2:+mat]:  74%|██▏| 248/333 [04:00<01:27,  1.03s/it, loss=0.747, pair=0.004, adv=3.349, sprd=0.029]
Ep 024/60 [S2:+mat]:  75%|██▏| 249/333 [04:00<01:30,  1.07s/it, loss=0.747, pair=0.004, adv=3.349, sprd=0.029]
Ep 024/60 [S2:+mat]:  75%|██▏| 249/333 [04:01<01:30,  1.07s/it, loss=0.713, pair=0.007, adv=3.557, sprd=0.018]
Ep 024/60 [S2:+mat]:  75%|██▎| 250/333 [04:01<01:22,  1.01it/s, loss=0.713, pair=0.007, adv=3.557, sprd=0.018]
Ep 024/60 [S2:+mat]:  75%|██▎| 250/333 [04:02<01:22,  1.01it/s, loss=0.710, pair=0.016, adv=3.749, sprd=0.020]
Ep 024/60 [S2:+mat]:  75%|██▎| 251/333 [04:02<01:24,  1.03s/it, loss=0.710, pair=0.016, adv=3.749, sprd=0.020]
Ep 024/60 [S2:+mat]:  75%|██▎| 251/333 [04:03<01:24,  1.03s/it, loss=0.751, pair=0.017, adv=3.674, sprd=0.029]
Ep 024/60 [S2:+mat]:  76%|██▎| 252/333 [04:03<01:22,  1.02s/it, loss=0.751, pair=0.017, adv=3.674, sprd=0.029]
Ep 024/60 [S2:+mat]:  76%|██▎| 252/333 [04:04<01:22,  1.02s/it, loss=0.723, pair=0.019, adv=3.745, sprd=0.024]
Ep 024/60 [S2:+mat]:  76%|██▎| 253/333 [04:04<01:27,  1.10s/it, loss=0.723, pair=0.019, adv=3.745, sprd=0.024]
Ep 024/60 [S2:+mat]:  76%|██▎| 253/333 [04:05<01:27,  1.10s/it, loss=0.721, pair=0.007, adv=3.771, sprd=0.023]
Ep 024/60 [S2:+mat]:  76%|██▎| 254/333 [04:05<01:22,  1.05s/it, loss=0.721, pair=0.007, adv=3.771, sprd=0.023]
Ep 024/60 [S2:+mat]:  76%|██▎| 254/333 [04:06<01:22,  1.05s/it, loss=0.722, pair=0.012, adv=3.441, sprd=0.023]
Ep 024/60 [S2:+mat]:  77%|██▎| 255/333 [04:06<01:25,  1.10s/it, loss=0.722, pair=0.012, adv=3.441, sprd=0.023]
Ep 024/60 [S2:+mat]:  77%|██▎| 255/333 [04:07<01:25,  1.10s/it, loss=0.734, pair=0.017, adv=3.975, sprd=0.028]
Ep 024/60 [S2:+mat]:  77%|██▎| 256/333 [04:07<01:22,  1.07s/it, loss=0.734, pair=0.017, adv=3.975, sprd=0.028]
Ep 024/60 [S2:+mat]:  77%|██▎| 256/333 [04:09<01:22,  1.07s/it, loss=0.712, pair=0.018, adv=3.823, sprd=0.020]
Ep 024/60 [S2:+mat]:  77%|██▎| 257/333 [04:09<01:25,  1.13s/it, loss=0.712, pair=0.018, adv=3.823, sprd=0.020]
Ep 024/60 [S2:+mat]:  77%|██▎| 257/333 [04:10<01:25,  1.13s/it, loss=0.716, pair=0.003, adv=3.808, sprd=0.022]
Ep 024/60 [S2:+mat]:  77%|██▎| 258/333 [04:10<01:20,  1.07s/it, loss=0.716, pair=0.003, adv=3.808, sprd=0.022]
Ep 024/60 [S2:+mat]:  77%|██▎| 258/333 [04:11<01:20,  1.07s/it, loss=0.743, pair=0.019, adv=3.742, sprd=0.025]
Ep 024/60 [S2:+mat]:  78%|██▎| 259/333 [04:11<01:23,  1.12s/it, loss=0.743, pair=0.019, adv=3.742, sprd=0.025]
Ep 024/60 [S2:+mat]:  78%|██▎| 259/333 [04:12<01:23,  1.12s/it, loss=0.729, pair=0.018, adv=3.600, sprd=0.024]
Ep 024/60 [S2:+mat]:  78%|██▎| 260/333 [04:12<01:18,  1.07s/it, loss=0.729, pair=0.018, adv=3.600, sprd=0.024]
Ep 024/60 [S2:+mat]:  78%|██▎| 260/333 [04:13<01:18,  1.07s/it, loss=0.744, pair=0.043, adv=3.558, sprd=0.027]
Ep 024/60 [S2:+mat]:  78%|██▎| 261/333 [04:13<01:15,  1.05s/it, loss=0.744, pair=0.043, adv=3.558, sprd=0.027]
Ep 024/60 [S2:+mat]:  78%|██▎| 261/333 [04:14<01:15,  1.05s/it, loss=0.716, pair=0.005, adv=3.651, sprd=0.020]
Ep 024/60 [S2:+mat]:  79%|██▎| 262/333 [04:14<01:12,  1.02s/it, loss=0.716, pair=0.005, adv=3.651, sprd=0.020]
Ep 024/60 [S2:+mat]:  79%|██▎| 262/333 [04:15<01:12,  1.02s/it, loss=0.710, pair=0.008, adv=3.388, sprd=0.019]
Ep 024/60 [S2:+mat]:  79%|██▎| 263/333 [04:15<01:15,  1.07s/it, loss=0.710, pair=0.008, adv=3.388, sprd=0.019]
Ep 024/60 [S2:+mat]:  79%|██▎| 263/333 [04:16<01:15,  1.07s/it, loss=0.781, pair=0.006, adv=3.827, sprd=0.020]
Ep 024/60 [S2:+mat]:  79%|██▍| 264/333 [04:16<01:11,  1.03s/it, loss=0.781, pair=0.006, adv=3.827, sprd=0.020]
Ep 024/60 [S2:+mat]:  79%|██▍| 264/333 [04:17<01:11,  1.03s/it, loss=0.751, pair=0.006, adv=3.441, sprd=0.032]
Ep 024/60 [S2:+mat]:  80%|██▍| 265/333 [04:17<01:13,  1.08s/it, loss=0.751, pair=0.006, adv=3.441, sprd=0.032]
Ep 024/60 [S2:+mat]:  80%|██▍| 265/333 [04:18<01:13,  1.08s/it, loss=0.729, pair=0.015, adv=3.600, sprd=0.023]
Ep 024/60 [S2:+mat]:  80%|██▍| 266/333 [04:18<01:09,  1.04s/it, loss=0.729, pair=0.015, adv=3.600, sprd=0.023]
Ep 024/60 [S2:+mat]:  80%|██▍| 266/333 [04:19<01:09,  1.04s/it, loss=0.741, pair=0.006, adv=3.810, sprd=0.028]
Ep 024/60 [S2:+mat]:  80%|██▍| 267/333 [04:19<01:12,  1.10s/it, loss=0.741, pair=0.006, adv=3.810, sprd=0.028]
Ep 024/60 [S2:+mat]:  80%|██▍| 267/333 [04:20<01:12,  1.10s/it, loss=0.724, pair=0.014, adv=3.682, sprd=0.022]
Ep 024/60 [S2:+mat]:  80%|██▍| 268/333 [04:20<01:08,  1.05s/it, loss=0.724, pair=0.014, adv=3.682, sprd=0.022]
Ep 024/60 [S2:+mat]:  80%|██▍| 268/333 [04:21<01:08,  1.05s/it, loss=0.708, pair=0.009, adv=3.708, sprd=0.018]
Ep 024/60 [S2:+mat]:  81%|██▍| 269/333 [04:21<01:10,  1.10s/it, loss=0.708, pair=0.009, adv=3.708, sprd=0.018]
Ep 024/60 [S2:+mat]:  81%|██▍| 269/333 [04:22<01:10,  1.10s/it, loss=0.747, pair=0.011, adv=3.714, sprd=0.027]
Ep 024/60 [S2:+mat]:  81%|██▍| 270/333 [04:22<01:07,  1.06s/it, loss=0.747, pair=0.011, adv=3.714, sprd=0.027]
Ep 024/60 [S2:+mat]:  81%|██▍| 270/333 [04:24<01:07,  1.06s/it, loss=0.721, pair=0.022, adv=3.479, sprd=0.024]
Ep 024/60 [S2:+mat]:  81%|██▍| 271/333 [04:24<01:07,  1.08s/it, loss=0.721, pair=0.022, adv=3.479, sprd=0.024]
Ep 024/60 [S2:+mat]:  81%|██▍| 271/333 [04:24<01:07,  1.08s/it, loss=0.736, pair=0.020, adv=3.635, sprd=0.026]
Ep 024/60 [S2:+mat]:  82%|██▍| 272/333 [04:24<01:01,  1.02s/it, loss=0.736, pair=0.020, adv=3.635, sprd=0.026]
Ep 024/60 [S2:+mat]:  82%|██▍| 272/333 [04:26<01:01,  1.02s/it, loss=0.732, pair=0.005, adv=3.534, sprd=0.023]
Ep 024/60 [S2:+mat]:  82%|██▍| 273/333 [04:26<01:03,  1.06s/it, loss=0.732, pair=0.005, adv=3.534, sprd=0.023]
Ep 024/60 [S2:+mat]:  82%|██▍| 273/333 [04:27<01:03,  1.06s/it, loss=0.716, pair=0.020, adv=3.712, sprd=0.020]
Ep 024/60 [S2:+mat]:  82%|██▍| 274/333 [04:27<01:00,  1.02s/it, loss=0.716, pair=0.020, adv=3.712, sprd=0.020]
Ep 024/60 [S2:+mat]:  82%|██▍| 274/333 [04:28<01:00,  1.02s/it, loss=0.732, pair=0.011, adv=3.552, sprd=0.025]
Ep 024/60 [S2:+mat]:  83%|██▍| 275/333 [04:28<01:03,  1.10s/it, loss=0.732, pair=0.011, adv=3.552, sprd=0.025]
Ep 024/60 [S2:+mat]:  83%|██▍| 275/333 [04:29<01:03,  1.10s/it, loss=0.743, pair=0.023, adv=3.558, sprd=0.027]
Ep 024/60 [S2:+mat]:  83%|██▍| 276/333 [04:29<01:00,  1.07s/it, loss=0.743, pair=0.023, adv=3.558, sprd=0.027]
Ep 024/60 [S2:+mat]:  83%|██▍| 276/333 [04:30<01:00,  1.07s/it, loss=0.737, pair=0.024, adv=3.768, sprd=0.023]
Ep 024/60 [S2:+mat]:  83%|██▍| 277/333 [04:30<01:02,  1.11s/it, loss=0.737, pair=0.024, adv=3.768, sprd=0.023]
Ep 024/60 [S2:+mat]:  83%|██▍| 277/333 [04:31<01:02,  1.11s/it, loss=0.717, pair=0.041, adv=3.371, sprd=0.020]
Ep 024/60 [S2:+mat]:  83%|██▌| 278/333 [04:31<00:58,  1.06s/it, loss=0.717, pair=0.041, adv=3.371, sprd=0.020]
Ep 024/60 [S2:+mat]:  83%|██▌| 278/333 [04:32<00:58,  1.06s/it, loss=0.753, pair=0.030, adv=3.558, sprd=0.028]
Ep 024/60 [S2:+mat]:  84%|██▌| 279/333 [04:32<01:00,  1.11s/it, loss=0.753, pair=0.030, adv=3.558, sprd=0.028]
Ep 024/60 [S2:+mat]:  84%|██▌| 279/333 [04:33<01:00,  1.11s/it, loss=0.716, pair=0.020, adv=3.580, sprd=0.017]
Ep 024/60 [S2:+mat]:  84%|██▌| 280/333 [04:33<00:56,  1.06s/it, loss=0.716, pair=0.020, adv=3.580, sprd=0.017]
Ep 024/60 [S2:+mat]:  84%|██▌| 280/333 [04:34<00:56,  1.06s/it, loss=0.730, pair=0.025, adv=3.615, sprd=0.024]
Ep 024/60 [S2:+mat]:  84%|██▌| 281/333 [04:34<00:56,  1.09s/it, loss=0.730, pair=0.025, adv=3.615, sprd=0.024]
Ep 024/60 [S2:+mat]:  84%|██▌| 281/333 [04:35<00:56,  1.09s/it, loss=0.749, pair=0.037, adv=3.707, sprd=0.027]
Ep 024/60 [S2:+mat]:  85%|██▌| 282/333 [04:35<00:54,  1.06s/it, loss=0.749, pair=0.037, adv=3.707, sprd=0.027]
Ep 024/60 [S2:+mat]:  85%|██▌| 282/333 [04:36<00:54,  1.06s/it, loss=0.714, pair=0.018, adv=3.539, sprd=0.020]
Ep 024/60 [S2:+mat]:  85%|██▌| 283/333 [04:36<00:52,  1.05s/it, loss=0.714, pair=0.018, adv=3.539, sprd=0.020]
Ep 024/60 [S2:+mat]:  85%|██▌| 283/333 [04:37<00:52,  1.05s/it, loss=0.717, pair=0.030, adv=3.268, sprd=0.022]
Ep 024/60 [S2:+mat]:  85%|██▌| 284/333 [04:37<00:49,  1.01s/it, loss=0.717, pair=0.030, adv=3.268, sprd=0.022]
Ep 024/60 [S2:+mat]:  85%|██▌| 284/333 [04:38<00:49,  1.01s/it, loss=0.800, pair=0.033, adv=3.390, sprd=0.021]
Ep 024/60 [S2:+mat]:  86%|██▌| 285/333 [04:38<00:50,  1.04s/it, loss=0.800, pair=0.033, adv=3.390, sprd=0.021]
Ep 024/60 [S2:+mat]:  86%|██▌| 285/333 [04:39<00:50,  1.04s/it, loss=0.728, pair=0.031, adv=3.658, sprd=0.022]
Ep 024/60 [S2:+mat]:  86%|██▌| 286/333 [04:39<00:47,  1.02s/it, loss=0.728, pair=0.031, adv=3.658, sprd=0.022]
Ep 024/60 [S2:+mat]:  86%|██▌| 286/333 [04:40<00:47,  1.02s/it, loss=0.732, pair=0.016, adv=3.409, sprd=0.025]
Ep 024/60 [S2:+mat]:  86%|██▌| 287/333 [04:40<00:48,  1.06s/it, loss=0.732, pair=0.016, adv=3.409, sprd=0.025]
Ep 024/60 [S2:+mat]:  86%|██▌| 287/333 [04:41<00:48,  1.06s/it, loss=0.728, pair=0.036, adv=3.333, sprd=0.024]
Ep 024/60 [S2:+mat]:  86%|██▌| 288/333 [04:41<00:46,  1.03s/it, loss=0.728, pair=0.036, adv=3.333, sprd=0.024]
Ep 024/60 [S2:+mat]:  86%|██▌| 288/333 [04:43<00:46,  1.03s/it, loss=0.737, pair=0.013, adv=3.541, sprd=0.026]
Ep 024/60 [S2:+mat]:  87%|██▌| 289/333 [04:43<00:47,  1.07s/it, loss=0.737, pair=0.013, adv=3.541, sprd=0.026]
Ep 024/60 [S2:+mat]:  87%|██▌| 289/333 [04:44<00:47,  1.07s/it, loss=0.720, pair=0.025, adv=3.614, sprd=0.021]
Ep 024/60 [S2:+mat]:  87%|██▌| 290/333 [04:44<00:44,  1.04s/it, loss=0.720, pair=0.025, adv=3.614, sprd=0.021]
Ep 024/60 [S2:+mat]:  87%|██▌| 290/333 [04:45<00:44,  1.04s/it, loss=0.728, pair=0.006, adv=3.364, sprd=0.021]
Ep 024/60 [S2:+mat]:  87%|██▌| 291/333 [04:45<00:45,  1.09s/it, loss=0.728, pair=0.006, adv=3.364, sprd=0.021]
Ep 024/60 [S2:+mat]:  87%|██▌| 291/333 [04:46<00:45,  1.09s/it, loss=0.679, pair=0.009, adv=3.274, sprd=0.016]
Ep 024/60 [S2:+mat]:  88%|██▋| 292/333 [04:46<00:42,  1.03s/it, loss=0.679, pair=0.009, adv=3.274, sprd=0.016]
Ep 024/60 [S2:+mat]:  88%|██▋| 292/333 [04:47<00:42,  1.03s/it, loss=0.735, pair=0.010, adv=3.446, sprd=0.025]
Ep 024/60 [S2:+mat]:  88%|██▋| 293/333 [04:47<00:42,  1.07s/it, loss=0.735, pair=0.010, adv=3.446, sprd=0.025]
Ep 024/60 [S2:+mat]:  88%|██▋| 293/333 [04:48<00:42,  1.07s/it, loss=0.742, pair=0.019, adv=3.409, sprd=0.028]
Ep 024/60 [S2:+mat]:  88%|██▋| 294/333 [04:48<00:40,  1.04s/it, loss=0.742, pair=0.019, adv=3.409, sprd=0.028]
Ep 024/60 [S2:+mat]:  88%|██▋| 294/333 [04:49<00:40,  1.04s/it, loss=0.715, pair=0.014, adv=3.464, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 295/333 [04:49<00:40,  1.07s/it, loss=0.715, pair=0.014, adv=3.464, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 295/333 [04:50<00:40,  1.07s/it, loss=0.718, pair=0.006, adv=3.292, sprd=0.023]
Ep 024/60 [S2:+mat]:  89%|██▋| 296/333 [04:50<00:38,  1.03s/it, loss=0.718, pair=0.006, adv=3.292, sprd=0.023]
Ep 024/60 [S2:+mat]:  89%|██▋| 296/333 [04:51<00:38,  1.03s/it, loss=0.734, pair=0.009, adv=3.769, sprd=0.024]
Ep 024/60 [S2:+mat]:  89%|██▋| 297/333 [04:51<00:39,  1.10s/it, loss=0.734, pair=0.009, adv=3.769, sprd=0.024]
Ep 024/60 [S2:+mat]:  89%|██▋| 297/333 [04:52<00:39,  1.10s/it, loss=0.733, pair=0.017, adv=3.771, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 298/333 [04:52<00:36,  1.06s/it, loss=0.733, pair=0.017, adv=3.771, sprd=0.022]
Ep 024/60 [S2:+mat]:  89%|██▋| 298/333 [04:53<00:36,  1.06s/it, loss=0.713, pair=0.006, adv=3.323, sprd=0.021]
Ep 024/60 [S2:+mat]:  90%|██▋| 299/333 [04:53<00:36,  1.07s/it, loss=0.713, pair=0.006, adv=3.323, sprd=0.021]
Ep 024/60 [S2:+mat]:  90%|██▋| 299/333 [04:54<00:36,  1.07s/it, loss=0.746, pair=0.024, adv=3.460, sprd=0.027]
Ep 024/60 [S2:+mat]:  90%|██▋| 300/333 [04:54<00:34,  1.04s/it, loss=0.746, pair=0.024, adv=3.460, sprd=0.027]
Ep 024/60 [S2:+mat]:  90%|██▋| 300/333 [04:55<00:34,  1.04s/it, loss=0.762, pair=0.012, adv=3.995, sprd=0.029]
Ep 024/60 [S2:+mat]:  90%|██▋| 301/333 [04:55<00:35,  1.11s/it, loss=0.762, pair=0.012, adv=3.995, sprd=0.029]
Ep 024/60 [S2:+mat]:  90%|██▋| 301/333 [04:56<00:35,  1.11s/it, loss=0.717, pair=0.027, adv=3.179, sprd=0.026]
Ep 024/60 [S2:+mat]:  91%|██▋| 302/333 [04:56<00:33,  1.07s/it, loss=0.717, pair=0.027, adv=3.179, sprd=0.026]
Ep 024/60 [S2:+mat]:  91%|██▋| 302/333 [04:58<00:33,  1.07s/it, loss=0.720, pair=0.021, adv=3.505, sprd=0.022]
Ep 024/60 [S2:+mat]:  91%|██▋| 303/333 [04:58<00:32,  1.09s/it, loss=0.720, pair=0.021, adv=3.505, sprd=0.022]
Ep 024/60 [S2:+mat]:  91%|██▋| 303/333 [04:59<00:32,  1.09s/it, loss=0.756, pair=0.018, adv=3.863, sprd=0.031]
Ep 024/60 [S2:+mat]:  91%|██▋| 304/333 [04:59<00:30,  1.06s/it, loss=0.756, pair=0.018, adv=3.863, sprd=0.031]
Ep 024/60 [S2:+mat]:  91%|██▋| 304/333 [05:00<00:30,  1.06s/it, loss=0.723, pair=0.026, adv=3.770, sprd=0.020]
Ep 024/60 [S2:+mat]:  92%|██▋| 305/333 [05:00<00:30,  1.09s/it, loss=0.723, pair=0.026, adv=3.770, sprd=0.020]
Ep 024/60 [S2:+mat]:  92%|██▋| 305/333 [05:00<00:30,  1.09s/it, loss=0.726, pair=0.017, adv=3.767, sprd=0.023]
Ep 024/60 [S2:+mat]:  92%|██▊| 306/333 [05:00<00:26,  1.02it/s, loss=0.726, pair=0.017, adv=3.767, sprd=0.023]
Ep 024/60 [S2:+mat]:  92%|██▊| 306/333 [05:02<00:26,  1.02it/s, loss=0.729, pair=0.006, adv=3.649, sprd=0.023]
Ep 024/60 [S2:+mat]:  92%|██▊| 307/333 [05:02<00:26,  1.03s/it, loss=0.729, pair=0.006, adv=3.649, sprd=0.023]
Ep 024/60 [S2:+mat]:  92%|██▊| 307/333 [05:03<00:26,  1.03s/it, loss=0.733, pair=0.015, adv=3.948, sprd=0.024]
Ep 024/60 [S2:+mat]:  92%|██▊| 308/333 [05:03<00:25,  1.01s/it, loss=0.733, pair=0.015, adv=3.948, sprd=0.024]
Ep 024/60 [S2:+mat]:  92%|██▊| 308/333 [05:04<00:25,  1.01s/it, loss=0.745, pair=0.012, adv=3.619, sprd=0.029]
Ep 024/60 [S2:+mat]:  93%|██▊| 309/333 [05:04<00:25,  1.06s/it, loss=0.745, pair=0.012, adv=3.619, sprd=0.029]
Ep 024/60 [S2:+mat]:  93%|██▊| 309/333 [05:05<00:25,  1.06s/it, loss=0.743, pair=0.006, adv=3.626, sprd=0.023]
Ep 024/60 [S2:+mat]:  93%|██▊| 310/333 [05:05<00:23,  1.03s/it, loss=0.743, pair=0.006, adv=3.626, sprd=0.023]
Ep 024/60 [S2:+mat]:  93%|██▊| 310/333 [05:06<00:23,  1.03s/it, loss=0.744, pair=0.029, adv=3.553, sprd=0.027]
Ep 024/60 [S2:+mat]:  93%|██▊| 311/333 [05:06<00:23,  1.07s/it, loss=0.744, pair=0.029, adv=3.553, sprd=0.027]
Ep 024/60 [S2:+mat]:  93%|██▊| 311/333 [05:07<00:23,  1.07s/it, loss=0.752, pair=0.041, adv=3.677, sprd=0.029]
Ep 024/60 [S2:+mat]:  94%|██▊| 312/333 [05:07<00:22,  1.05s/it, loss=0.752, pair=0.041, adv=3.677, sprd=0.029]
Ep 024/60 [S2:+mat]:  94%|██▊| 312/333 [05:08<00:22,  1.05s/it, loss=0.735, pair=0.025, adv=3.649, sprd=0.025]
Ep 024/60 [S2:+mat]:  94%|██▊| 313/333 [05:08<00:21,  1.08s/it, loss=0.735, pair=0.025, adv=3.649, sprd=0.025]
Ep 024/60 [S2:+mat]:  94%|██▊| 313/333 [05:09<00:21,  1.08s/it, loss=0.728, pair=0.014, adv=3.807, sprd=0.020]
Ep 024/60 [S2:+mat]:  94%|██▊| 314/333 [05:09<00:19,  1.05s/it, loss=0.728, pair=0.014, adv=3.807, sprd=0.020]
Ep 024/60 [S2:+mat]:  94%|██▊| 314/333 [05:10<00:19,  1.05s/it, loss=0.733, pair=0.030, adv=3.374, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 315/333 [05:10<00:19,  1.09s/it, loss=0.733, pair=0.030, adv=3.374, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 315/333 [05:11<00:19,  1.09s/it, loss=0.737, pair=0.025, adv=3.619, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 316/333 [05:11<00:17,  1.05s/it, loss=0.737, pair=0.025, adv=3.619, sprd=0.026]
Ep 024/60 [S2:+mat]:  95%|██▊| 316/333 [05:12<00:17,  1.05s/it, loss=0.726, pair=0.029, adv=3.497, sprd=0.020]
Ep 024/60 [S2:+mat]:  95%|██▊| 317/333 [05:12<00:17,  1.07s/it, loss=0.726, pair=0.029, adv=3.497, sprd=0.020]
Ep 024/60 [S2:+mat]:  95%|██▊| 317/333 [05:13<00:17,  1.07s/it, loss=0.725, pair=0.004, adv=3.867, sprd=0.023]
Ep 024/60 [S2:+mat]:  95%|██▊| 318/333 [05:13<00:14,  1.01it/s, loss=0.725, pair=0.004, adv=3.867, sprd=0.023]
Ep 024/60 [S2:+mat]:  95%|██▊| 318/333 [05:14<00:14,  1.01it/s, loss=0.729, pair=0.038, adv=3.608, sprd=0.023]
Ep 024/60 [S2:+mat]:  96%|██▊| 319/333 [05:14<00:14,  1.04s/it, loss=0.729, pair=0.038, adv=3.608, sprd=0.023]
Ep 024/60 [S2:+mat]:  96%|██▊| 319/333 [05:15<00:14,  1.04s/it, loss=0.718, pair=0.008, adv=3.569, sprd=0.023]
Ep 024/60 [S2:+mat]:  96%|██▉| 320/333 [05:15<00:13,  1.01s/it, loss=0.718, pair=0.008, adv=3.569, sprd=0.023]
Ep 024/60 [S2:+mat]:  96%|██▉| 320/333 [05:16<00:13,  1.01s/it, loss=0.724, pair=0.037, adv=3.605, sprd=0.021]
Ep 024/60 [S2:+mat]:  96%|██▉| 321/333 [05:16<00:12,  1.07s/it, loss=0.724, pair=0.037, adv=3.605, sprd=0.021]
Ep 024/60 [S2:+mat]:  96%|██▉| 321/333 [05:17<00:12,  1.07s/it, loss=0.710, pair=0.008, adv=3.373, sprd=0.021]
Ep 024/60 [S2:+mat]:  97%|██▉| 322/333 [05:17<00:11,  1.02s/it, loss=0.710, pair=0.008, adv=3.373, sprd=0.021]
Ep 024/60 [S2:+mat]:  97%|██▉| 322/333 [05:18<00:11,  1.02s/it, loss=0.727, pair=0.010, adv=3.650, sprd=0.025]
Ep 024/60 [S2:+mat]:  97%|██▉| 323/333 [05:18<00:10,  1.07s/it, loss=0.727, pair=0.010, adv=3.650, sprd=0.025]
Ep 024/60 [S2:+mat]:  97%|██▉| 323/333 [05:19<00:10,  1.07s/it, loss=0.713, pair=0.027, adv=3.411, sprd=0.018]
Ep 024/60 [S2:+mat]:  97%|██▉| 324/333 [05:19<00:09,  1.02s/it, loss=0.713, pair=0.027, adv=3.411, sprd=0.018]
Ep 024/60 [S2:+mat]:  97%|██▉| 324/333 [05:21<00:09,  1.02s/it, loss=0.735, pair=0.057, adv=3.542, sprd=0.023]
Ep 024/60 [S2:+mat]:  98%|██▉| 325/333 [05:21<00:08,  1.08s/it, loss=0.735, pair=0.057, adv=3.542, sprd=0.023]
Ep 024/60 [S2:+mat]:  98%|██▉| 325/333 [05:22<00:08,  1.08s/it, loss=0.766, pair=0.061, adv=3.758, sprd=0.028]
Ep 024/60 [S2:+mat]:  98%|██▉| 326/333 [05:22<00:07,  1.05s/it, loss=0.766, pair=0.061, adv=3.758, sprd=0.028]
Ep 024/60 [S2:+mat]:  98%|██▉| 326/333 [05:23<00:07,  1.05s/it, loss=0.744, pair=0.068, adv=3.518, sprd=0.024]
Ep 024/60 [S2:+mat]:  98%|██▉| 327/333 [05:23<00:06,  1.08s/it, loss=0.744, pair=0.068, adv=3.518, sprd=0.024]
Ep 024/60 [S2:+mat]:  98%|██▉| 327/333 [05:24<00:06,  1.08s/it, loss=0.723, pair=0.033, adv=3.548, sprd=0.022]
Ep 024/60 [S2:+mat]:  98%|██▉| 328/333 [05:24<00:05,  1.04s/it, loss=0.723, pair=0.033, adv=3.548, sprd=0.022]
Ep 024/60 [S2:+mat]:  98%|██▉| 328/333 [05:25<00:05,  1.04s/it, loss=0.869, pair=0.028, adv=3.656, sprd=0.023]
Ep 024/60 [S2:+mat]:  99%|██▉| 329/333 [05:25<00:04,  1.09s/it, loss=0.869, pair=0.028, adv=3.656, sprd=0.023]
Ep 024/60 [S2:+mat]:  99%|██▉| 329/333 [05:26<00:04,  1.09s/it, loss=0.736, pair=0.035, adv=3.536, sprd=0.026]
Ep 024/60 [S2:+mat]:  99%|██▉| 330/333 [05:26<00:03,  1.03s/it, loss=0.736, pair=0.035, adv=3.536, sprd=0.026]
Ep 024/60 [S2:+mat]:  99%|██▉| 330/333 [05:27<00:03,  1.03s/it, loss=0.753, pair=0.041, adv=3.686, sprd=0.027]
Ep 024/60 [S2:+mat]:  99%|██▉| 331/333 [05:27<00:02,  1.07s/it, loss=0.753, pair=0.041, adv=3.686, sprd=0.027]
Ep 024/60 [S2:+mat]:  99%|██▉| 331/333 [05:28<00:02,  1.07s/it, loss=0.719, pair=0.013, adv=3.590, sprd=0.022]
Ep 024/60 [S2:+mat]: 100%|██▉| 332/333 [05:28<00:01,  1.03s/it, loss=0.719, pair=0.013, adv=3.590, sprd=0.022]
Ep 024/60 [S2:+mat]: 100%|██▉| 332/333 [05:29<00:01,  1.03s/it, loss=0.707, pair=0.004, adv=3.207, sprd=0.026]
Ep 024/60 [S2:+mat]: 100%|███| 333/333 [05:29<00:00,  1.09s/it, loss=0.707, pair=0.004, adv=3.207, sprd=0.026]
                                                                                                              
Epoch 024/60 [S2:+mat]  loss=0.7352  mat=0.3252  sens=1.0245  pair=0.0198  adv=3.5538(rand=3.37)  deg=0.0093  orth=0.0076  spread=0.0240  q_mean=51.0  q_std=15.6  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.95e-05  330s

Ep 025/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 025/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.739, pair=0.009, adv=3.642, sprd=0.027]
Ep 025/60 [S2:+mat]:   0%|     | 1/333 [00:01<09:27,  1.71s/it, loss=0.739, pair=0.009, adv=3.642, sprd=0.027]
Ep 025/60 [S2:+mat]:   0%|     | 1/333 [00:02<09:27,  1.71s/it, loss=0.706, pair=0.024, adv=3.561, sprd=0.019]
Ep 025/60 [S2:+mat]:   1%|     | 2/333 [00:02<06:52,  1.25s/it, loss=0.706, pair=0.024, adv=3.561, sprd=0.019]
Ep 025/60 [S2:+mat]:   1%|     | 2/333 [00:03<06:52,  1.25s/it, loss=0.802, pair=0.006, adv=3.656, sprd=0.022]
Ep 025/60 [S2:+mat]:   1%|     | 3/333 [00:03<06:38,  1.21s/it, loss=0.802, pair=0.006, adv=3.656, sprd=0.022]
Ep 025/60 [S2:+mat]:   1%|     | 3/333 [00:04<06:38,  1.21s/it, loss=0.707, pair=0.009, adv=3.493, sprd=0.021]
Ep 025/60 [S2:+mat]:   1%|     | 4/333 [00:04<05:59,  1.09s/it, loss=0.707, pair=0.009, adv=3.493, sprd=0.021]
Ep 025/60 [S2:+mat]:   1%|     | 4/333 [00:05<05:59,  1.09s/it, loss=0.729, pair=0.021, adv=3.524, sprd=0.026]
Ep 025/60 [S2:+mat]:   2%|     | 5/333 [00:05<06:07,  1.12s/it, loss=0.729, pair=0.021, adv=3.524, sprd=0.026]
Ep 025/60 [S2:+mat]:   2%|     | 5/333 [00:06<06:07,  1.12s/it, loss=0.721, pair=0.028, adv=3.486, sprd=0.023]
Ep 025/60 [S2:+mat]:   2%|     | 6/333 [00:06<05:45,  1.06s/it, loss=0.721, pair=0.028, adv=3.486, sprd=0.023]
Ep 025/60 [S2:+mat]:   2%|     | 6/333 [00:07<05:45,  1.06s/it, loss=0.710, pair=0.016, adv=3.429, sprd=0.019]
Ep 025/60 [S2:+mat]:   2%|     | 7/333 [00:07<05:50,  1.08s/it, loss=0.710, pair=0.016, adv=3.429, sprd=0.019]
Ep 025/60 [S2:+mat]:   2%|     | 7/333 [00:08<05:50,  1.08s/it, loss=0.707, pair=0.005, adv=3.606, sprd=0.019]
Ep 025/60 [S2:+mat]:   2%|     | 8/333 [00:08<05:33,  1.03s/it, loss=0.707, pair=0.005, adv=3.606, sprd=0.019]
Ep 025/60 [S2:+mat]:   2%|     | 8/333 [00:10<05:33,  1.03s/it, loss=0.727, pair=0.018, adv=3.577, sprd=0.024]
Ep 025/60 [S2:+mat]:   3%|▏    | 9/333 [00:10<05:48,  1.07s/it, loss=0.727, pair=0.018, adv=3.577, sprd=0.024]
Ep 025/60 [S2:+mat]:   3%|▏    | 9/333 [00:10<05:48,  1.07s/it, loss=0.725, pair=0.018, adv=3.443, sprd=0.018]
Ep 025/60 [S2:+mat]:   3%|    | 10/333 [00:10<05:30,  1.02s/it, loss=0.725, pair=0.018, adv=3.443, sprd=0.018]
Ep 025/60 [S2:+mat]:   3%|    | 10/333 [00:12<05:30,  1.02s/it, loss=0.819, pair=0.074, adv=3.397, sprd=0.022]
Ep 025/60 [S2:+mat]:   3%|▏   | 11/333 [00:12<05:42,  1.06s/it, loss=0.819, pair=0.074, adv=3.397, sprd=0.022]
Ep 025/60 [S2:+mat]:   3%|▏   | 11/333 [00:13<05:42,  1.06s/it, loss=0.722, pair=0.077, adv=3.501, sprd=0.016]
Ep 025/60 [S2:+mat]:   4%|▏   | 12/333 [00:13<05:27,  1.02s/it, loss=0.722, pair=0.077, adv=3.501, sprd=0.016]
Ep 025/60 [S2:+mat]:   4%|▏   | 12/333 [00:14<05:27,  1.02s/it, loss=0.741, pair=0.016, adv=3.752, sprd=0.027]
Ep 025/60 [S2:+mat]:   4%|▏   | 13/333 [00:14<05:49,  1.09s/it, loss=0.741, pair=0.016, adv=3.752, sprd=0.027]
Ep 025/60 [S2:+mat]:   4%|▏   | 13/333 [00:15<05:49,  1.09s/it, loss=0.725, pair=0.031, adv=3.370, sprd=0.024]
Ep 025/60 [S2:+mat]:   4%|▏   | 14/333 [00:15<05:37,  1.06s/it, loss=0.725, pair=0.031, adv=3.370, sprd=0.024]
Ep 025/60 [S2:+mat]:   4%|▏   | 14/333 [00:16<05:37,  1.06s/it, loss=0.713, pair=0.007, adv=3.830, sprd=0.020]
Ep 025/60 [S2:+mat]:   5%|▏   | 15/333 [00:16<05:47,  1.09s/it, loss=0.713, pair=0.007, adv=3.830, sprd=0.020]
Ep 025/60 [S2:+mat]:   5%|▏   | 15/333 [00:17<05:47,  1.09s/it, loss=0.723, pair=0.006, adv=3.625, sprd=0.024]
Ep 025/60 [S2:+mat]:   5%|▏   | 16/333 [00:17<05:27,  1.03s/it, loss=0.723, pair=0.006, adv=3.625, sprd=0.024]
Ep 025/60 [S2:+mat]:   5%|▏   | 16/333 [00:18<05:27,  1.03s/it, loss=0.710, pair=0.018, adv=3.654, sprd=0.019]
Ep 025/60 [S2:+mat]:   5%|▏   | 17/333 [00:18<05:48,  1.10s/it, loss=0.710, pair=0.018, adv=3.654, sprd=0.019]
Ep 025/60 [S2:+mat]:   5%|▏   | 17/333 [00:19<05:48,  1.10s/it, loss=0.727, pair=0.036, adv=3.744, sprd=0.023]
Ep 025/60 [S2:+mat]:   5%|▏   | 18/333 [00:19<05:38,  1.07s/it, loss=0.727, pair=0.036, adv=3.744, sprd=0.023]
Ep 025/60 [S2:+mat]:   5%|▏   | 18/333 [00:20<05:38,  1.07s/it, loss=0.727, pair=0.043, adv=3.121, sprd=0.025]
Ep 025/60 [S2:+mat]:   6%|▏   | 19/333 [00:20<05:25,  1.04s/it, loss=0.727, pair=0.043, adv=3.121, sprd=0.025]
Ep 025/60 [S2:+mat]:   6%|▏   | 19/333 [00:21<05:25,  1.04s/it, loss=0.739, pair=0.038, adv=3.654, sprd=0.025]
Ep 025/60 [S2:+mat]:   6%|▏   | 20/333 [00:21<05:16,  1.01s/it, loss=0.739, pair=0.038, adv=3.654, sprd=0.025]
Ep 025/60 [S2:+mat]:   6%|▏   | 20/333 [00:22<05:16,  1.01s/it, loss=0.739, pair=0.015, adv=3.582, sprd=0.028]
Ep 025/60 [S2:+mat]:   6%|▎   | 21/333 [00:22<05:33,  1.07s/it, loss=0.739, pair=0.015, adv=3.582, sprd=0.028]
Ep 025/60 [S2:+mat]:   6%|▎   | 21/333 [00:23<05:33,  1.07s/it, loss=0.732, pair=0.006, adv=3.384, sprd=0.023]
Ep 025/60 [S2:+mat]:   7%|▎   | 22/333 [00:23<05:23,  1.04s/it, loss=0.732, pair=0.006, adv=3.384, sprd=0.023]
Ep 025/60 [S2:+mat]:   7%|▎   | 22/333 [00:24<05:23,  1.04s/it, loss=0.741, pair=0.002, adv=3.638, sprd=0.026]
Ep 025/60 [S2:+mat]:   7%|▎   | 23/333 [00:24<05:36,  1.09s/it, loss=0.741, pair=0.002, adv=3.638, sprd=0.026]
Ep 025/60 [S2:+mat]:   7%|▎   | 23/333 [00:25<05:36,  1.09s/it, loss=0.715, pair=0.008, adv=3.661, sprd=0.020]
Ep 025/60 [S2:+mat]:   7%|▎   | 24/333 [00:25<05:25,  1.05s/it, loss=0.715, pair=0.008, adv=3.661, sprd=0.020]
Ep 025/60 [S2:+mat]:   7%|▎   | 24/333 [00:27<05:25,  1.05s/it, loss=0.737, pair=0.008, adv=3.418, sprd=0.026]
Ep 025/60 [S2:+mat]:   8%|▎   | 25/333 [00:27<05:37,  1.10s/it, loss=0.737, pair=0.008, adv=3.418, sprd=0.026]
Ep 025/60 [S2:+mat]:   8%|▎   | 25/333 [00:28<05:37,  1.10s/it, loss=0.735, pair=0.018, adv=3.436, sprd=0.026]
Ep 025/60 [S2:+mat]:   8%|▎   | 26/333 [00:28<05:25,  1.06s/it, loss=0.735, pair=0.018, adv=3.436, sprd=0.026]
Ep 025/60 [S2:+mat]:   8%|▎   | 26/333 [00:29<05:25,  1.06s/it, loss=0.763, pair=0.017, adv=3.160, sprd=0.021]
Ep 025/60 [S2:+mat]:   8%|▎   | 27/333 [00:29<05:31,  1.08s/it, loss=0.763, pair=0.017, adv=3.160, sprd=0.021]
Ep 025/60 [S2:+mat]:   8%|▎   | 27/333 [00:30<05:31,  1.08s/it, loss=0.718, pair=0.024, adv=3.381, sprd=0.017]
Ep 025/60 [S2:+mat]:   8%|▎   | 28/333 [00:30<05:16,  1.04s/it, loss=0.718, pair=0.024, adv=3.381, sprd=0.017]
Ep 025/60 [S2:+mat]:   8%|▎   | 28/333 [00:31<05:16,  1.04s/it, loss=0.751, pair=0.006, adv=3.606, sprd=0.029]
Ep 025/60 [S2:+mat]:   9%|▎   | 29/333 [00:31<05:27,  1.08s/it, loss=0.751, pair=0.006, adv=3.606, sprd=0.029]
Ep 025/60 [S2:+mat]:   9%|▎   | 29/333 [00:32<05:27,  1.08s/it, loss=0.739, pair=0.012, adv=3.601, sprd=0.027]
Ep 025/60 [S2:+mat]:   9%|▎   | 30/333 [00:32<05:19,  1.06s/it, loss=0.739, pair=0.012, adv=3.601, sprd=0.027]
Ep 025/60 [S2:+mat]:   9%|▎   | 30/333 [00:33<05:19,  1.06s/it, loss=0.712, pair=0.002, adv=3.572, sprd=0.021]
Ep 025/60 [S2:+mat]:   9%|▎   | 31/333 [00:33<05:20,  1.06s/it, loss=0.712, pair=0.002, adv=3.572, sprd=0.021]
Ep 025/60 [S2:+mat]:   9%|▎   | 31/333 [00:34<05:20,  1.06s/it, loss=0.728, pair=0.000, adv=3.802, sprd=0.024]
Ep 025/60 [S2:+mat]:  10%|▍   | 32/333 [00:34<05:13,  1.04s/it, loss=0.728, pair=0.000, adv=3.802, sprd=0.024]
Ep 025/60 [S2:+mat]:  10%|▍   | 32/333 [00:35<05:13,  1.04s/it, loss=0.759, pair=0.000, adv=3.627, sprd=0.024]
Ep 025/60 [S2:+mat]:  10%|▍   | 33/333 [00:35<05:33,  1.11s/it, loss=0.759, pair=0.000, adv=3.627, sprd=0.024]
Ep 025/60 [S2:+mat]:  10%|▍   | 33/333 [00:36<05:33,  1.11s/it, loss=0.727, pair=0.021, adv=3.367, sprd=0.025]
Ep 025/60 [S2:+mat]:  10%|▍   | 34/333 [00:36<05:20,  1.07s/it, loss=0.727, pair=0.021, adv=3.367, sprd=0.025]
Ep 025/60 [S2:+mat]:  10%|▍   | 34/333 [00:37<05:20,  1.07s/it, loss=0.745, pair=0.033, adv=3.462, sprd=0.025]
Ep 025/60 [S2:+mat]:  11%|▍   | 35/333 [00:37<05:28,  1.10s/it, loss=0.745, pair=0.033, adv=3.462, sprd=0.025]
Ep 025/60 [S2:+mat]:  11%|▍   | 35/333 [00:38<05:28,  1.10s/it, loss=0.734, pair=0.013, adv=3.218, sprd=0.028]
Ep 025/60 [S2:+mat]:  11%|▍   | 36/333 [00:38<05:17,  1.07s/it, loss=0.734, pair=0.013, adv=3.218, sprd=0.028]
Ep 025/60 [S2:+mat]:  11%|▍   | 36/333 [00:39<05:17,  1.07s/it, loss=0.707, pair=0.025, adv=3.343, sprd=0.017]
Ep 025/60 [S2:+mat]:  11%|▍   | 37/333 [00:39<05:17,  1.07s/it, loss=0.707, pair=0.025, adv=3.343, sprd=0.017]
Ep 025/60 [S2:+mat]:  11%|▍   | 37/333 [00:40<05:17,  1.07s/it, loss=0.728, pair=0.023, adv=3.322, sprd=0.023]
Ep 025/60 [S2:+mat]:  11%|▍   | 38/333 [00:40<05:08,  1.05s/it, loss=0.728, pair=0.023, adv=3.322, sprd=0.023]
Ep 025/60 [S2:+mat]:  11%|▍   | 38/333 [00:42<05:08,  1.05s/it, loss=0.727, pair=0.005, adv=3.507, sprd=0.021]
Ep 025/60 [S2:+mat]:  12%|▍   | 39/333 [00:42<05:24,  1.10s/it, loss=0.727, pair=0.005, adv=3.507, sprd=0.021]
Ep 025/60 [S2:+mat]:  12%|▍   | 39/333 [00:43<05:24,  1.10s/it, loss=0.737, pair=0.024, adv=3.537, sprd=0.024]
Ep 025/60 [S2:+mat]:  12%|▍   | 40/333 [00:43<05:12,  1.07s/it, loss=0.737, pair=0.024, adv=3.537, sprd=0.024]
Ep 025/60 [S2:+mat]:  12%|▍   | 40/333 [00:44<05:12,  1.07s/it, loss=0.723, pair=0.008, adv=3.594, sprd=0.024]
Ep 025/60 [S2:+mat]:  12%|▍   | 41/333 [00:44<05:23,  1.11s/it, loss=0.723, pair=0.008, adv=3.594, sprd=0.024]
Ep 025/60 [S2:+mat]:  12%|▍   | 41/333 [00:45<05:23,  1.11s/it, loss=0.781, pair=0.005, adv=3.508, sprd=0.025]
Ep 025/60 [S2:+mat]:  13%|▌   | 42/333 [00:45<05:13,  1.08s/it, loss=0.781, pair=0.005, adv=3.508, sprd=0.025]
Ep 025/60 [S2:+mat]:  13%|▌   | 42/333 [00:46<05:13,  1.08s/it, loss=0.769, pair=0.025, adv=3.796, sprd=0.031]
Ep 025/60 [S2:+mat]:  13%|▌   | 43/333 [00:46<05:11,  1.08s/it, loss=0.769, pair=0.025, adv=3.796, sprd=0.031]
Ep 025/60 [S2:+mat]:  13%|▌   | 43/333 [00:47<05:11,  1.08s/it, loss=0.699, pair=0.021, adv=3.041, sprd=0.024]
Ep 025/60 [S2:+mat]:  13%|▌   | 44/333 [00:47<05:00,  1.04s/it, loss=0.699, pair=0.021, adv=3.041, sprd=0.024]
Ep 025/60 [S2:+mat]:  13%|▌   | 44/333 [00:48<05:00,  1.04s/it, loss=0.728, pair=0.024, adv=3.145, sprd=0.027]
Ep 025/60 [S2:+mat]:  14%|▌   | 45/333 [00:48<05:08,  1.07s/it, loss=0.728, pair=0.024, adv=3.145, sprd=0.027]
Ep 025/60 [S2:+mat]:  14%|▌   | 45/333 [00:49<05:08,  1.07s/it, loss=0.739, pair=0.014, adv=3.559, sprd=0.024]
Ep 025/60 [S2:+mat]:  14%|▌   | 46/333 [00:49<04:56,  1.03s/it, loss=0.739, pair=0.014, adv=3.559, sprd=0.024]
Ep 025/60 [S2:+mat]:  14%|▌   | 46/333 [00:50<04:56,  1.03s/it, loss=0.689, pair=0.008, adv=3.136, sprd=0.019]
Ep 025/60 [S2:+mat]:  14%|▌   | 47/333 [00:50<05:06,  1.07s/it, loss=0.689, pair=0.008, adv=3.136, sprd=0.019]
Ep 025/60 [S2:+mat]:  14%|▌   | 47/333 [00:51<05:06,  1.07s/it, loss=0.707, pair=0.018, adv=3.381, sprd=0.019]
Ep 025/60 [S2:+mat]:  14%|▌   | 48/333 [00:51<04:52,  1.03s/it, loss=0.707, pair=0.018, adv=3.381, sprd=0.019]
Ep 025/60 [S2:+mat]:  14%|▌   | 48/333 [00:52<04:52,  1.03s/it, loss=0.741, pair=0.006, adv=3.860, sprd=0.023]
Ep 025/60 [S2:+mat]:  15%|▌   | 49/333 [00:52<05:10,  1.09s/it, loss=0.741, pair=0.006, adv=3.860, sprd=0.023]
Ep 025/60 [S2:+mat]:  15%|▌   | 49/333 [00:53<05:10,  1.09s/it, loss=0.718, pair=0.006, adv=3.358, sprd=0.021]
Ep 025/60 [S2:+mat]:  15%|▌   | 50/333 [00:53<04:54,  1.04s/it, loss=0.718, pair=0.006, adv=3.358, sprd=0.021]
Ep 025/60 [S2:+mat]:  15%|▌   | 50/333 [00:54<04:54,  1.04s/it, loss=0.731, pair=0.007, adv=3.726, sprd=0.023]
Ep 025/60 [S2:+mat]:  15%|▌   | 51/333 [00:54<05:09,  1.10s/it, loss=0.731, pair=0.007, adv=3.726, sprd=0.023]
Ep 025/60 [S2:+mat]:  15%|▌   | 51/333 [00:55<05:09,  1.10s/it, loss=0.739, pair=0.014, adv=3.363, sprd=0.027]
Ep 025/60 [S2:+mat]:  16%|▌   | 52/333 [00:55<04:59,  1.07s/it, loss=0.739, pair=0.014, adv=3.363, sprd=0.027]
Ep 025/60 [S2:+mat]:  16%|▌   | 52/333 [00:57<04:59,  1.07s/it, loss=0.726, pair=0.011, adv=3.703, sprd=0.022]
Ep 025/60 [S2:+mat]:  16%|▋   | 53/333 [00:57<05:12,  1.12s/it, loss=0.726, pair=0.011, adv=3.703, sprd=0.022]
Ep 025/60 [S2:+mat]:  16%|▋   | 53/333 [00:58<05:12,  1.12s/it, loss=0.735, pair=0.026, adv=3.173, sprd=0.031]
Ep 025/60 [S2:+mat]:  16%|▋   | 54/333 [00:58<05:02,  1.08s/it, loss=0.735, pair=0.026, adv=3.173, sprd=0.031]
Ep 025/60 [S2:+mat]:  16%|▋   | 54/333 [00:59<05:02,  1.08s/it, loss=0.763, pair=0.008, adv=3.428, sprd=0.030]
Ep 025/60 [S2:+mat]:  17%|▋   | 55/333 [00:59<05:09,  1.11s/it, loss=0.763, pair=0.008, adv=3.428, sprd=0.030]
Ep 025/60 [S2:+mat]:  17%|▋   | 55/333 [01:00<05:09,  1.11s/it, loss=0.723, pair=0.013, adv=3.664, sprd=0.023]
Ep 025/60 [S2:+mat]:  17%|▋   | 56/333 [01:00<04:55,  1.07s/it, loss=0.723, pair=0.013, adv=3.664, sprd=0.023]
Ep 025/60 [S2:+mat]:  17%|▋   | 56/333 [01:01<04:55,  1.07s/it, loss=0.716, pair=0.005, adv=3.487, sprd=0.022]
Ep 025/60 [S2:+mat]:  17%|▋   | 57/333 [01:01<05:04,  1.10s/it, loss=0.716, pair=0.005, adv=3.487, sprd=0.022]
Ep 025/60 [S2:+mat]:  17%|▋   | 57/333 [01:02<05:04,  1.10s/it, loss=0.720, pair=0.002, adv=3.885, sprd=0.021]
Ep 025/60 [S2:+mat]:  17%|▋   | 58/333 [01:02<04:54,  1.07s/it, loss=0.720, pair=0.002, adv=3.885, sprd=0.021]
Ep 025/60 [S2:+mat]:  17%|▋   | 58/333 [01:03<04:54,  1.07s/it, loss=0.731, pair=0.013, adv=3.431, sprd=0.027]
Ep 025/60 [S2:+mat]:  18%|▋   | 59/333 [01:03<05:04,  1.11s/it, loss=0.731, pair=0.013, adv=3.431, sprd=0.027]
Ep 025/60 [S2:+mat]:  18%|▋   | 59/333 [01:04<05:04,  1.11s/it, loss=0.722, pair=0.033, adv=3.538, sprd=0.022]
Ep 025/60 [S2:+mat]:  18%|▋   | 60/333 [01:04<04:51,  1.07s/it, loss=0.722, pair=0.033, adv=3.538, sprd=0.022]
Ep 025/60 [S2:+mat]:  18%|▋   | 60/333 [01:05<04:51,  1.07s/it, loss=0.728, pair=0.024, adv=3.644, sprd=0.022]
Ep 025/60 [S2:+mat]:  18%|▋   | 61/333 [01:05<04:59,  1.10s/it, loss=0.728, pair=0.024, adv=3.644, sprd=0.022]
Ep 025/60 [S2:+mat]:  18%|▋   | 61/333 [01:06<04:59,  1.10s/it, loss=0.725, pair=0.022, adv=3.352, sprd=0.024]
Ep 025/60 [S2:+mat]:  19%|▋   | 62/333 [01:06<04:50,  1.07s/it, loss=0.725, pair=0.022, adv=3.352, sprd=0.024]
Ep 025/60 [S2:+mat]:  19%|▋   | 62/333 [01:07<04:50,  1.07s/it, loss=0.713, pair=0.014, adv=3.769, sprd=0.021]
Ep 025/60 [S2:+mat]:  19%|▊   | 63/333 [01:07<04:58,  1.11s/it, loss=0.713, pair=0.014, adv=3.769, sprd=0.021]
Ep 025/60 [S2:+mat]:  19%|▊   | 63/333 [01:08<04:58,  1.11s/it, loss=0.737, pair=0.030, adv=3.382, sprd=0.024]
Ep 025/60 [S2:+mat]:  19%|▊   | 64/333 [01:08<04:47,  1.07s/it, loss=0.737, pair=0.030, adv=3.382, sprd=0.024]
Ep 025/60 [S2:+mat]:  19%|▊   | 64/333 [01:10<04:47,  1.07s/it, loss=0.731, pair=0.008, adv=3.400, sprd=0.024]
Ep 025/60 [S2:+mat]:  20%|▊   | 65/333 [01:10<04:55,  1.10s/it, loss=0.731, pair=0.008, adv=3.400, sprd=0.024]
Ep 025/60 [S2:+mat]:  20%|▊   | 65/333 [01:11<04:55,  1.10s/it, loss=0.777, pair=0.137, adv=3.625, sprd=0.027]
Ep 025/60 [S2:+mat]:  20%|▊   | 66/333 [01:11<04:46,  1.07s/it, loss=0.777, pair=0.137, adv=3.625, sprd=0.027]
Ep 025/60 [S2:+mat]:  20%|▊   | 66/333 [01:12<04:46,  1.07s/it, loss=0.731, pair=0.008, adv=3.570, sprd=0.025]
Ep 025/60 [S2:+mat]:  20%|▊   | 67/333 [01:12<04:48,  1.08s/it, loss=0.731, pair=0.008, adv=3.570, sprd=0.025]
Ep 025/60 [S2:+mat]:  20%|▊   | 67/333 [01:13<04:48,  1.08s/it, loss=0.725, pair=0.016, adv=3.457, sprd=0.023]
Ep 025/60 [S2:+mat]:  20%|▊   | 68/333 [01:13<04:36,  1.04s/it, loss=0.725, pair=0.016, adv=3.457, sprd=0.023]
Ep 025/60 [S2:+mat]:  20%|▊   | 68/333 [01:14<04:36,  1.04s/it, loss=0.714, pair=0.001, adv=3.549, sprd=0.019]
Ep 025/60 [S2:+mat]:  21%|▊   | 69/333 [01:14<04:49,  1.10s/it, loss=0.714, pair=0.001, adv=3.549, sprd=0.019]
Ep 025/60 [S2:+mat]:  21%|▊   | 69/333 [01:15<04:49,  1.10s/it, loss=0.731, pair=0.025, adv=3.461, sprd=0.022]
Ep 025/60 [S2:+mat]:  21%|▊   | 70/333 [01:15<04:40,  1.07s/it, loss=0.731, pair=0.025, adv=3.461, sprd=0.022]
Ep 025/60 [S2:+mat]:  21%|▊   | 70/333 [01:16<04:40,  1.07s/it, loss=0.708, pair=0.029, adv=3.517, sprd=0.020]
Ep 025/60 [S2:+mat]:  21%|▊   | 71/333 [01:16<04:52,  1.11s/it, loss=0.708, pair=0.029, adv=3.517, sprd=0.020]
Ep 025/60 [S2:+mat]:  21%|▊   | 71/333 [01:17<04:52,  1.11s/it, loss=0.719, pair=0.019, adv=3.603, sprd=0.022]
Ep 025/60 [S2:+mat]:  22%|▊   | 72/333 [01:17<04:39,  1.07s/it, loss=0.719, pair=0.019, adv=3.603, sprd=0.022]
Ep 025/60 [S2:+mat]:  22%|▊   | 72/333 [01:18<04:39,  1.07s/it, loss=0.794, pair=0.021, adv=3.724, sprd=0.021]
Ep 025/60 [S2:+mat]:  22%|▉   | 73/333 [01:18<04:48,  1.11s/it, loss=0.794, pair=0.021, adv=3.724, sprd=0.021]
Ep 025/60 [S2:+mat]:  22%|▉   | 73/333 [01:19<04:48,  1.11s/it, loss=0.691, pair=0.017, adv=3.287, sprd=0.018]
Ep 025/60 [S2:+mat]:  22%|▉   | 74/333 [01:19<04:32,  1.05s/it, loss=0.691, pair=0.017, adv=3.287, sprd=0.018]
Ep 025/60 [S2:+mat]:  22%|▉   | 74/333 [01:20<04:32,  1.05s/it, loss=0.723, pair=0.009, adv=3.864, sprd=0.023]
Ep 025/60 [S2:+mat]:  23%|▉   | 75/333 [01:20<04:36,  1.07s/it, loss=0.723, pair=0.009, adv=3.864, sprd=0.023]
Ep 025/60 [S2:+mat]:  23%|▉   | 75/333 [01:21<04:36,  1.07s/it, loss=0.714, pair=0.012, adv=3.693, sprd=0.022]
Ep 025/60 [S2:+mat]:  23%|▉   | 76/333 [01:21<04:28,  1.05s/it, loss=0.714, pair=0.012, adv=3.693, sprd=0.022]
Ep 025/60 [S2:+mat]:  23%|▉   | 76/333 [01:22<04:28,  1.05s/it, loss=0.726, pair=0.045, adv=3.634, sprd=0.021]
Ep 025/60 [S2:+mat]:  23%|▉   | 77/333 [01:22<04:36,  1.08s/it, loss=0.726, pair=0.045, adv=3.634, sprd=0.021]
Ep 025/60 [S2:+mat]:  23%|▉   | 77/333 [01:23<04:36,  1.08s/it, loss=0.698, pair=0.012, adv=3.493, sprd=0.018]
Ep 025/60 [S2:+mat]:  23%|▉   | 78/333 [01:23<04:23,  1.03s/it, loss=0.698, pair=0.012, adv=3.493, sprd=0.018]
Ep 025/60 [S2:+mat]:  23%|▉   | 78/333 [01:25<04:23,  1.03s/it, loss=0.727, pair=0.008, adv=3.669, sprd=0.024]
Ep 025/60 [S2:+mat]:  24%|▉   | 79/333 [01:25<04:34,  1.08s/it, loss=0.727, pair=0.008, adv=3.669, sprd=0.024]
Ep 025/60 [S2:+mat]:  24%|▉   | 79/333 [01:26<04:34,  1.08s/it, loss=0.722, pair=0.027, adv=3.473, sprd=0.021]
Ep 025/60 [S2:+mat]:  24%|▉   | 80/333 [01:26<04:23,  1.04s/it, loss=0.722, pair=0.027, adv=3.473, sprd=0.021]
Ep 025/60 [S2:+mat]:  24%|▉   | 80/333 [01:27<04:23,  1.04s/it, loss=0.707, pair=0.014, adv=3.559, sprd=0.022]
Ep 025/60 [S2:+mat]:  24%|▉   | 81/333 [01:27<04:32,  1.08s/it, loss=0.707, pair=0.014, adv=3.559, sprd=0.022]
Ep 025/60 [S2:+mat]:  24%|▉   | 81/333 [01:28<04:32,  1.08s/it, loss=0.711, pair=0.034, adv=3.442, sprd=0.019]
Ep 025/60 [S2:+mat]:  25%|▉   | 82/333 [01:28<04:19,  1.03s/it, loss=0.711, pair=0.034, adv=3.442, sprd=0.019]
Ep 025/60 [S2:+mat]:  25%|▉   | 82/333 [01:29<04:19,  1.03s/it, loss=0.736, pair=0.013, adv=3.546, sprd=0.022]
Ep 025/60 [S2:+mat]:  25%|▉   | 83/333 [01:29<04:29,  1.08s/it, loss=0.736, pair=0.013, adv=3.546, sprd=0.022]
Ep 025/60 [S2:+mat]:  25%|▉   | 83/333 [01:30<04:29,  1.08s/it, loss=0.724, pair=0.016, adv=3.633, sprd=0.022]
Ep 025/60 [S2:+mat]:  25%|█   | 84/333 [01:30<04:20,  1.05s/it, loss=0.724, pair=0.016, adv=3.633, sprd=0.022]
Ep 025/60 [S2:+mat]:  25%|█   | 84/333 [01:31<04:20,  1.05s/it, loss=0.782, pair=0.060, adv=3.558, sprd=0.023]
Ep 025/60 [S2:+mat]:  26%|█   | 85/333 [01:31<04:30,  1.09s/it, loss=0.782, pair=0.060, adv=3.558, sprd=0.023]
Ep 025/60 [S2:+mat]:  26%|█   | 85/333 [01:32<04:30,  1.09s/it, loss=0.739, pair=0.032, adv=3.914, sprd=0.023]
Ep 025/60 [S2:+mat]:  26%|█   | 86/333 [01:32<04:21,  1.06s/it, loss=0.739, pair=0.032, adv=3.914, sprd=0.023]
Ep 025/60 [S2:+mat]:  26%|█   | 86/333 [01:33<04:21,  1.06s/it, loss=0.896, pair=0.281, adv=3.460, sprd=0.026]
Ep 025/60 [S2:+mat]:  26%|█   | 87/333 [01:33<04:30,  1.10s/it, loss=0.896, pair=0.281, adv=3.460, sprd=0.026]
Ep 025/60 [S2:+mat]:  26%|█   | 87/333 [01:34<04:30,  1.10s/it, loss=0.737, pair=0.047, adv=3.863, sprd=0.023]
Ep 025/60 [S2:+mat]:  26%|█   | 88/333 [01:34<04:08,  1.01s/it, loss=0.737, pair=0.047, adv=3.863, sprd=0.023]
Ep 025/60 [S2:+mat]:  26%|█   | 88/333 [01:35<04:08,  1.01s/it, loss=0.774, pair=0.030, adv=3.710, sprd=0.032]
Ep 025/60 [S2:+mat]:  27%|█   | 89/333 [01:35<04:23,  1.08s/it, loss=0.774, pair=0.030, adv=3.710, sprd=0.032]
Ep 025/60 [S2:+mat]:  27%|█   | 89/333 [01:36<04:23,  1.08s/it, loss=0.739, pair=0.029, adv=3.831, sprd=0.025]
Ep 025/60 [S2:+mat]:  27%|█   | 90/333 [01:36<04:15,  1.05s/it, loss=0.739, pair=0.029, adv=3.831, sprd=0.025]
Ep 025/60 [S2:+mat]:  27%|█   | 90/333 [01:37<04:15,  1.05s/it, loss=0.744, pair=0.042, adv=3.277, sprd=0.025]
Ep 025/60 [S2:+mat]:  27%|█   | 91/333 [01:37<04:26,  1.10s/it, loss=0.744, pair=0.042, adv=3.277, sprd=0.025]
Ep 025/60 [S2:+mat]:  27%|█   | 91/333 [01:38<04:26,  1.10s/it, loss=0.732, pair=0.020, adv=3.632, sprd=0.023]
Ep 025/60 [S2:+mat]:  28%|█   | 92/333 [01:38<04:05,  1.02s/it, loss=0.732, pair=0.020, adv=3.632, sprd=0.023]
Ep 025/60 [S2:+mat]:  28%|█   | 92/333 [01:39<04:05,  1.02s/it, loss=0.748, pair=0.016, adv=3.499, sprd=0.026]
Ep 025/60 [S2:+mat]:  28%|█   | 93/333 [01:39<04:01,  1.00s/it, loss=0.748, pair=0.016, adv=3.499, sprd=0.026]
Ep 025/60 [S2:+mat]:  28%|█   | 93/333 [01:40<04:01,  1.00s/it, loss=0.736, pair=0.005, adv=3.513, sprd=0.028]
Ep 025/60 [S2:+mat]:  28%|█▏  | 94/333 [01:40<04:00,  1.01s/it, loss=0.736, pair=0.005, adv=3.513, sprd=0.028]
Ep 025/60 [S2:+mat]:  28%|█▏  | 94/333 [01:41<04:00,  1.01s/it, loss=0.699, pair=0.005, adv=3.623, sprd=0.019]
Ep 025/60 [S2:+mat]:  29%|█▏  | 95/333 [01:41<04:13,  1.06s/it, loss=0.699, pair=0.005, adv=3.623, sprd=0.019]
Ep 025/60 [S2:+mat]:  29%|█▏  | 95/333 [01:42<04:13,  1.06s/it, loss=0.750, pair=0.037, adv=3.681, sprd=0.026]
Ep 025/60 [S2:+mat]:  29%|█▏  | 96/333 [01:42<04:09,  1.05s/it, loss=0.750, pair=0.037, adv=3.681, sprd=0.026]
Ep 025/60 [S2:+mat]:  29%|█▏  | 96/333 [01:44<04:09,  1.05s/it, loss=0.725, pair=0.020, adv=3.326, sprd=0.022]
Ep 025/60 [S2:+mat]:  29%|█▏  | 97/333 [01:44<04:20,  1.10s/it, loss=0.725, pair=0.020, adv=3.326, sprd=0.022]
Ep 025/60 [S2:+mat]:  29%|█▏  | 97/333 [01:45<04:20,  1.10s/it, loss=0.711, pair=0.026, adv=3.423, sprd=0.019]
Ep 025/60 [S2:+mat]:  29%|█▏  | 98/333 [01:45<04:07,  1.06s/it, loss=0.711, pair=0.026, adv=3.423, sprd=0.019]
Ep 025/60 [S2:+mat]:  29%|█▏  | 98/333 [01:46<04:07,  1.06s/it, loss=0.743, pair=0.026, adv=3.674, sprd=0.027]
Ep 025/60 [S2:+mat]:  30%|█▏  | 99/333 [01:46<04:21,  1.12s/it, loss=0.743, pair=0.026, adv=3.674, sprd=0.027]
Ep 025/60 [S2:+mat]:  30%|█▏  | 99/333 [01:47<04:21,  1.12s/it, loss=1.390, pair=2.291, adv=3.260, sprd=0.024]
Ep 025/60 [S2:+mat]:  30%|▉  | 100/333 [01:47<04:09,  1.07s/it, loss=1.390, pair=2.291, adv=3.260, sprd=0.024]
Ep 025/60 [S2:+mat]:  30%|▉  | 100/333 [01:48<04:09,  1.07s/it, loss=0.716, pair=0.029, adv=3.575, sprd=0.019]
Ep 025/60 [S2:+mat]:  30%|▉  | 101/333 [01:48<04:04,  1.05s/it, loss=0.716, pair=0.029, adv=3.575, sprd=0.019]
Ep 025/60 [S2:+mat]:  30%|▉  | 101/333 [01:49<04:04,  1.05s/it, loss=0.709, pair=0.023, adv=3.400, sprd=0.018]
Ep 025/60 [S2:+mat]:  31%|▉  | 102/333 [01:49<03:56,  1.02s/it, loss=0.709, pair=0.023, adv=3.400, sprd=0.018]
Ep 025/60 [S2:+mat]:  31%|▉  | 102/333 [01:50<03:56,  1.02s/it, loss=0.698, pair=0.012, adv=3.221, sprd=0.020]
Ep 025/60 [S2:+mat]:  31%|▉  | 103/333 [01:50<04:05,  1.07s/it, loss=0.698, pair=0.012, adv=3.221, sprd=0.020]
Ep 025/60 [S2:+mat]:  31%|▉  | 103/333 [01:51<04:05,  1.07s/it, loss=0.714, pair=0.015, adv=3.408, sprd=0.020]
Ep 025/60 [S2:+mat]:  31%|▉  | 104/333 [01:51<03:57,  1.04s/it, loss=0.714, pair=0.015, adv=3.408, sprd=0.020]
Ep 025/60 [S2:+mat]:  31%|▉  | 104/333 [01:52<03:57,  1.04s/it, loss=0.724, pair=0.017, adv=3.637, sprd=0.024]
Ep 025/60 [S2:+mat]:  32%|▉  | 105/333 [01:52<04:09,  1.09s/it, loss=0.724, pair=0.017, adv=3.637, sprd=0.024]
Ep 025/60 [S2:+mat]:  32%|▉  | 105/333 [01:53<04:09,  1.09s/it, loss=0.721, pair=0.008, adv=3.673, sprd=0.020]
Ep 025/60 [S2:+mat]:  32%|▉  | 106/333 [01:53<04:01,  1.07s/it, loss=0.721, pair=0.008, adv=3.673, sprd=0.020]
Ep 025/60 [S2:+mat]:  32%|▉  | 106/333 [01:54<04:01,  1.07s/it, loss=0.743, pair=0.014, adv=3.582, sprd=0.028]
Ep 025/60 [S2:+mat]:  32%|▉  | 107/333 [01:54<04:11,  1.11s/it, loss=0.743, pair=0.014, adv=3.582, sprd=0.028]
Ep 025/60 [S2:+mat]:  32%|▉  | 107/333 [01:55<04:11,  1.11s/it, loss=0.686, pair=0.005, adv=3.239, sprd=0.019]
Ep 025/60 [S2:+mat]:  32%|▉  | 108/333 [01:55<03:58,  1.06s/it, loss=0.686, pair=0.005, adv=3.239, sprd=0.019]
Ep 025/60 [S2:+mat]:  32%|▉  | 108/333 [01:57<03:58,  1.06s/it, loss=0.730, pair=0.002, adv=3.422, sprd=0.026]
Ep 025/60 [S2:+mat]:  33%|▉  | 109/333 [01:57<04:08,  1.11s/it, loss=0.730, pair=0.002, adv=3.422, sprd=0.026]
Ep 025/60 [S2:+mat]:  33%|▉  | 109/333 [01:58<04:08,  1.11s/it, loss=0.734, pair=0.005, adv=3.838, sprd=0.026]
Ep 025/60 [S2:+mat]:  33%|▉  | 110/333 [01:58<04:02,  1.09s/it, loss=0.734, pair=0.005, adv=3.838, sprd=0.026]
Ep 025/60 [S2:+mat]:  33%|▉  | 110/333 [01:59<04:02,  1.09s/it, loss=0.696, pair=0.008, adv=3.233, sprd=0.019]
Ep 025/60 [S2:+mat]:  33%|█  | 111/333 [01:59<04:05,  1.11s/it, loss=0.696, pair=0.008, adv=3.233, sprd=0.019]
Ep 025/60 [S2:+mat]:  33%|█  | 111/333 [02:00<04:05,  1.11s/it, loss=0.767, pair=0.192, adv=3.580, sprd=0.021]
Ep 025/60 [S2:+mat]:  34%|█  | 112/333 [02:00<03:55,  1.06s/it, loss=0.767, pair=0.192, adv=3.580, sprd=0.021]
Ep 025/60 [S2:+mat]:  34%|█  | 112/333 [02:01<03:55,  1.06s/it, loss=0.709, pair=0.010, adv=3.531, sprd=0.019]
Ep 025/60 [S2:+mat]:  34%|█  | 113/333 [02:01<04:02,  1.10s/it, loss=0.709, pair=0.010, adv=3.531, sprd=0.019]
Ep 025/60 [S2:+mat]:  34%|█  | 113/333 [02:02<04:02,  1.10s/it, loss=0.731, pair=0.004, adv=3.737, sprd=0.023]
Ep 025/60 [S2:+mat]:  34%|█  | 114/333 [02:02<03:43,  1.02s/it, loss=0.731, pair=0.004, adv=3.737, sprd=0.023]
Ep 025/60 [S2:+mat]:  34%|█  | 114/333 [02:03<03:43,  1.02s/it, loss=0.797, pair=0.008, adv=3.620, sprd=0.021]
Ep 025/60 [S2:+mat]:  35%|█  | 115/333 [02:03<03:54,  1.08s/it, loss=0.797, pair=0.008, adv=3.620, sprd=0.021]
Ep 025/60 [S2:+mat]:  35%|█  | 115/333 [02:04<03:54,  1.08s/it, loss=0.719, pair=0.010, adv=3.630, sprd=0.023]
Ep 025/60 [S2:+mat]:  35%|█  | 116/333 [02:04<03:48,  1.05s/it, loss=0.719, pair=0.010, adv=3.630, sprd=0.023]
Ep 025/60 [S2:+mat]:  35%|█  | 116/333 [02:05<03:48,  1.05s/it, loss=0.717, pair=0.001, adv=3.729, sprd=0.024]
Ep 025/60 [S2:+mat]:  35%|█  | 117/333 [02:05<04:01,  1.12s/it, loss=0.717, pair=0.001, adv=3.729, sprd=0.024]
Ep 025/60 [S2:+mat]:  35%|█  | 117/333 [02:06<04:01,  1.12s/it, loss=0.729, pair=0.006, adv=3.655, sprd=0.024]
Ep 025/60 [S2:+mat]:  35%|█  | 118/333 [02:06<03:51,  1.08s/it, loss=0.729, pair=0.006, adv=3.655, sprd=0.024]
Ep 025/60 [S2:+mat]:  35%|█  | 118/333 [02:07<03:51,  1.08s/it, loss=0.737, pair=0.007, adv=3.578, sprd=0.027]
Ep 025/60 [S2:+mat]:  36%|█  | 119/333 [02:07<03:57,  1.11s/it, loss=0.737, pair=0.007, adv=3.578, sprd=0.027]
Ep 025/60 [S2:+mat]:  36%|█  | 119/333 [02:08<03:57,  1.11s/it, loss=0.683, pair=0.016, adv=3.269, sprd=0.015]
Ep 025/60 [S2:+mat]:  36%|█  | 120/333 [02:08<03:43,  1.05s/it, loss=0.683, pair=0.016, adv=3.269, sprd=0.015]
Ep 025/60 [S2:+mat]:  36%|█  | 120/333 [02:10<03:43,  1.05s/it, loss=0.764, pair=0.005, adv=3.523, sprd=0.030]
Ep 025/60 [S2:+mat]:  36%|█  | 121/333 [02:10<03:57,  1.12s/it, loss=0.764, pair=0.005, adv=3.523, sprd=0.030]
Ep 025/60 [S2:+mat]:  36%|█  | 121/333 [02:11<03:57,  1.12s/it, loss=0.726, pair=0.005, adv=3.638, sprd=0.025]
Ep 025/60 [S2:+mat]:  37%|█  | 122/333 [02:11<03:48,  1.08s/it, loss=0.726, pair=0.005, adv=3.638, sprd=0.025]
Ep 025/60 [S2:+mat]:  37%|█  | 122/333 [02:12<03:48,  1.08s/it, loss=0.727, pair=0.019, adv=3.718, sprd=0.024]
Ep 025/60 [S2:+mat]:  37%|█  | 123/333 [02:12<03:58,  1.13s/it, loss=0.727, pair=0.019, adv=3.718, sprd=0.024]
Ep 025/60 [S2:+mat]:  37%|█  | 123/333 [02:13<03:58,  1.13s/it, loss=0.708, pair=0.009, adv=3.604, sprd=0.019]
Ep 025/60 [S2:+mat]:  37%|█  | 124/333 [02:13<03:44,  1.07s/it, loss=0.708, pair=0.009, adv=3.604, sprd=0.019]
Ep 025/60 [S2:+mat]:  37%|█  | 124/333 [02:14<03:44,  1.07s/it, loss=0.751, pair=0.004, adv=3.721, sprd=0.028]
Ep 025/60 [S2:+mat]:  38%|█▏ | 125/333 [02:14<03:52,  1.12s/it, loss=0.751, pair=0.004, adv=3.721, sprd=0.028]
Ep 025/60 [S2:+mat]:  38%|█▏ | 125/333 [02:15<03:52,  1.12s/it, loss=0.741, pair=0.016, adv=3.617, sprd=0.029]
Ep 025/60 [S2:+mat]:  38%|█▏ | 126/333 [02:15<03:44,  1.08s/it, loss=0.741, pair=0.016, adv=3.617, sprd=0.029]
Ep 025/60 [S2:+mat]:  38%|█▏ | 126/333 [02:16<03:44,  1.08s/it, loss=0.720, pair=0.004, adv=3.853, sprd=0.022]
Ep 025/60 [S2:+mat]:  38%|█▏ | 127/333 [02:16<03:56,  1.15s/it, loss=0.720, pair=0.004, adv=3.853, sprd=0.022]
Ep 025/60 [S2:+mat]:  38%|█▏ | 127/333 [02:17<03:56,  1.15s/it, loss=0.748, pair=0.041, adv=3.999, sprd=0.028]
Ep 025/60 [S2:+mat]:  38%|█▏ | 128/333 [02:17<03:47,  1.11s/it, loss=0.748, pair=0.041, adv=3.999, sprd=0.028]
Ep 025/60 [S2:+mat]:  38%|█▏ | 128/333 [02:18<03:47,  1.11s/it, loss=0.712, pair=0.020, adv=3.749, sprd=0.020]
Ep 025/60 [S2:+mat]:  39%|█▏ | 129/333 [02:18<03:47,  1.12s/it, loss=0.712, pair=0.020, adv=3.749, sprd=0.020]
Ep 025/60 [S2:+mat]:  39%|█▏ | 129/333 [02:19<03:47,  1.12s/it, loss=0.698, pair=0.013, adv=3.355, sprd=0.018]
Ep 025/60 [S2:+mat]:  39%|█▏ | 130/333 [02:19<03:33,  1.05s/it, loss=0.698, pair=0.013, adv=3.355, sprd=0.018]
Ep 025/60 [S2:+mat]:  39%|█▏ | 130/333 [02:21<03:33,  1.05s/it, loss=0.718, pair=0.025, adv=3.415, sprd=0.021]
Ep 025/60 [S2:+mat]:  39%|█▏ | 131/333 [02:21<03:46,  1.12s/it, loss=0.718, pair=0.025, adv=3.415, sprd=0.021]
Ep 025/60 [S2:+mat]:  39%|█▏ | 131/333 [02:22<03:46,  1.12s/it, loss=0.743, pair=0.009, adv=3.686, sprd=0.029]
Ep 025/60 [S2:+mat]:  40%|█▏ | 132/333 [02:22<03:38,  1.09s/it, loss=0.743, pair=0.009, adv=3.686, sprd=0.029]
Ep 025/60 [S2:+mat]:  40%|█▏ | 132/333 [02:23<03:38,  1.09s/it, loss=0.712, pair=0.009, adv=3.650, sprd=0.021]
Ep 025/60 [S2:+mat]:  40%|█▏ | 133/333 [02:23<03:42,  1.11s/it, loss=0.712, pair=0.009, adv=3.650, sprd=0.021]
Ep 025/60 [S2:+mat]:  40%|█▏ | 133/333 [02:24<03:42,  1.11s/it, loss=0.720, pair=0.002, adv=3.605, sprd=0.025]
Ep 025/60 [S2:+mat]:  40%|█▏ | 134/333 [02:24<03:35,  1.08s/it, loss=0.720, pair=0.002, adv=3.605, sprd=0.025]
Ep 025/60 [S2:+mat]:  40%|█▏ | 134/333 [02:25<03:35,  1.08s/it, loss=0.716, pair=0.006, adv=3.453, sprd=0.020]
Ep 025/60 [S2:+mat]:  41%|█▏ | 135/333 [02:25<03:41,  1.12s/it, loss=0.716, pair=0.006, adv=3.453, sprd=0.020]
Ep 025/60 [S2:+mat]:  41%|█▏ | 135/333 [02:26<03:41,  1.12s/it, loss=0.722, pair=0.016, adv=3.678, sprd=0.024]
Ep 025/60 [S2:+mat]:  41%|█▏ | 136/333 [02:26<03:34,  1.09s/it, loss=0.722, pair=0.016, adv=3.678, sprd=0.024]
Ep 025/60 [S2:+mat]:  41%|█▏ | 136/333 [02:27<03:34,  1.09s/it, loss=0.750, pair=0.008, adv=3.612, sprd=0.027]
Ep 025/60 [S2:+mat]:  41%|█▏ | 137/333 [02:27<03:41,  1.13s/it, loss=0.750, pair=0.008, adv=3.612, sprd=0.027]
Ep 025/60 [S2:+mat]:  41%|█▏ | 137/333 [02:28<03:41,  1.13s/it, loss=0.729, pair=0.005, adv=3.601, sprd=0.025]
Ep 025/60 [S2:+mat]:  41%|█▏ | 138/333 [02:28<03:32,  1.09s/it, loss=0.729, pair=0.005, adv=3.601, sprd=0.025]
Ep 025/60 [S2:+mat]:  41%|█▏ | 138/333 [02:29<03:32,  1.09s/it, loss=0.731, pair=0.007, adv=3.499, sprd=0.024]
Ep 025/60 [S2:+mat]:  42%|█▎ | 139/333 [02:29<03:39,  1.13s/it, loss=0.731, pair=0.007, adv=3.499, sprd=0.024]
Ep 025/60 [S2:+mat]:  42%|█▎ | 139/333 [02:30<03:39,  1.13s/it, loss=0.721, pair=0.025, adv=3.731, sprd=0.022]
Ep 025/60 [S2:+mat]:  42%|█▎ | 140/333 [02:30<03:30,  1.09s/it, loss=0.721, pair=0.025, adv=3.731, sprd=0.022]
Ep 025/60 [S2:+mat]:  42%|█▎ | 140/333 [02:32<03:30,  1.09s/it, loss=0.725, pair=0.012, adv=3.709, sprd=0.023]
Ep 025/60 [S2:+mat]:  42%|█▎ | 141/333 [02:32<03:37,  1.13s/it, loss=0.725, pair=0.012, adv=3.709, sprd=0.023]
Ep 025/60 [S2:+mat]:  42%|█▎ | 141/333 [02:33<03:37,  1.13s/it, loss=0.713, pair=0.009, adv=3.539, sprd=0.021]
Ep 025/60 [S2:+mat]:  43%|█▎ | 142/333 [02:33<03:22,  1.06s/it, loss=0.713, pair=0.009, adv=3.539, sprd=0.021]
Ep 025/60 [S2:+mat]:  43%|█▎ | 142/333 [02:34<03:22,  1.06s/it, loss=0.725, pair=0.008, adv=3.502, sprd=0.023]
Ep 025/60 [S2:+mat]:  43%|█▎ | 143/333 [02:34<03:38,  1.15s/it, loss=0.725, pair=0.008, adv=3.502, sprd=0.023]
Ep 025/60 [S2:+mat]:  43%|█▎ | 143/333 [02:35<03:38,  1.15s/it, loss=0.719, pair=0.003, adv=3.763, sprd=0.023]
Ep 025/60 [S2:+mat]:  43%|█▎ | 144/333 [02:35<03:29,  1.11s/it, loss=0.719, pair=0.003, adv=3.763, sprd=0.023]
Ep 025/60 [S2:+mat]:  43%|█▎ | 144/333 [02:36<03:29,  1.11s/it, loss=0.707, pair=0.007, adv=3.767, sprd=0.018]
Ep 025/60 [S2:+mat]:  44%|█▎ | 145/333 [02:36<03:34,  1.14s/it, loss=0.707, pair=0.007, adv=3.767, sprd=0.018]
Ep 025/60 [S2:+mat]:  44%|█▎ | 145/333 [02:37<03:34,  1.14s/it, loss=0.723, pair=0.001, adv=3.698, sprd=0.024]
Ep 025/60 [S2:+mat]:  44%|█▎ | 146/333 [02:37<03:25,  1.10s/it, loss=0.723, pair=0.001, adv=3.698, sprd=0.024]
Ep 025/60 [S2:+mat]:  44%|█▎ | 146/333 [02:38<03:25,  1.10s/it, loss=0.712, pair=0.012, adv=3.375, sprd=0.021]
Ep 025/60 [S2:+mat]:  44%|█▎ | 147/333 [02:38<03:30,  1.13s/it, loss=0.712, pair=0.012, adv=3.375, sprd=0.021]
Ep 025/60 [S2:+mat]:  44%|█▎ | 147/333 [02:39<03:30,  1.13s/it, loss=0.703, pair=0.027, adv=3.324, sprd=0.018]
Ep 025/60 [S2:+mat]:  44%|█▎ | 148/333 [02:39<03:18,  1.08s/it, loss=0.703, pair=0.027, adv=3.324, sprd=0.018]
Ep 025/60 [S2:+mat]:  44%|█▎ | 148/333 [02:40<03:18,  1.08s/it, loss=0.800, pair=0.012, adv=3.384, sprd=0.019]
Ep 025/60 [S2:+mat]:  45%|█▎ | 149/333 [02:40<03:22,  1.10s/it, loss=0.800, pair=0.012, adv=3.384, sprd=0.019]
Ep 025/60 [S2:+mat]:  45%|█▎ | 149/333 [02:41<03:22,  1.10s/it, loss=0.695, pair=0.012, adv=3.431, sprd=0.016]
Ep 025/60 [S2:+mat]:  45%|█▎ | 150/333 [02:41<03:11,  1.05s/it, loss=0.695, pair=0.012, adv=3.431, sprd=0.016]
Ep 025/60 [S2:+mat]:  45%|█▎ | 150/333 [02:43<03:11,  1.05s/it, loss=0.812, pair=0.009, adv=3.682, sprd=0.023]
Ep 025/60 [S2:+mat]:  45%|█▎ | 151/333 [02:43<03:21,  1.11s/it, loss=0.812, pair=0.009, adv=3.682, sprd=0.023]
Ep 025/60 [S2:+mat]:  45%|█▎ | 151/333 [02:44<03:21,  1.11s/it, loss=0.767, pair=0.047, adv=3.489, sprd=0.033]
Ep 025/60 [S2:+mat]:  46%|█▎ | 152/333 [02:44<03:16,  1.09s/it, loss=0.767, pair=0.047, adv=3.489, sprd=0.033]
Ep 025/60 [S2:+mat]:  46%|█▎ | 152/333 [02:45<03:16,  1.09s/it, loss=0.760, pair=0.061, adv=3.430, sprd=0.029]
Ep 025/60 [S2:+mat]:  46%|█▍ | 153/333 [02:45<03:24,  1.14s/it, loss=0.760, pair=0.061, adv=3.430, sprd=0.029]
Ep 025/60 [S2:+mat]:  46%|█▍ | 153/333 [02:46<03:24,  1.14s/it, loss=0.707, pair=0.002, adv=3.775, sprd=0.020]
Ep 025/60 [S2:+mat]:  46%|█▍ | 154/333 [02:46<03:04,  1.03s/it, loss=0.707, pair=0.002, adv=3.775, sprd=0.020]
Ep 025/60 [S2:+mat]:  46%|█▍ | 154/333 [02:47<03:04,  1.03s/it, loss=0.733, pair=0.036, adv=3.585, sprd=0.024]
Ep 025/60 [S2:+mat]:  47%|█▍ | 155/333 [02:47<03:15,  1.10s/it, loss=0.733, pair=0.036, adv=3.585, sprd=0.024]
Ep 025/60 [S2:+mat]:  47%|█▍ | 155/333 [02:48<03:15,  1.10s/it, loss=0.737, pair=0.015, adv=3.901, sprd=0.025]
Ep 025/60 [S2:+mat]:  47%|█▍ | 156/333 [02:48<03:11,  1.08s/it, loss=0.737, pair=0.015, adv=3.901, sprd=0.025]
Ep 025/60 [S2:+mat]:  47%|█▍ | 156/333 [02:49<03:11,  1.08s/it, loss=0.726, pair=0.021, adv=3.839, sprd=0.024]
Ep 025/60 [S2:+mat]:  47%|█▍ | 157/333 [02:49<03:21,  1.15s/it, loss=0.726, pair=0.021, adv=3.839, sprd=0.024]
Ep 025/60 [S2:+mat]:  47%|█▍ | 157/333 [02:50<03:21,  1.15s/it, loss=1.288, pair=1.833, adv=3.696, sprd=0.030]
Ep 025/60 [S2:+mat]:  47%|█▍ | 158/333 [02:50<03:14,  1.11s/it, loss=1.288, pair=1.833, adv=3.696, sprd=0.030]
Ep 025/60 [S2:+mat]:  47%|█▍ | 158/333 [02:52<03:14,  1.11s/it, loss=0.723, pair=0.006, adv=3.682, sprd=0.023]
Ep 025/60 [S2:+mat]:  48%|█▍ | 159/333 [02:52<03:26,  1.19s/it, loss=0.723, pair=0.006, adv=3.682, sprd=0.023]
Ep 025/60 [S2:+mat]:  48%|█▍ | 159/333 [02:53<03:26,  1.19s/it, loss=0.735, pair=0.020, adv=3.340, sprd=0.027]
Ep 025/60 [S2:+mat]:  48%|█▍ | 160/333 [02:53<03:16,  1.14s/it, loss=0.735, pair=0.020, adv=3.340, sprd=0.027]
Ep 025/60 [S2:+mat]:  48%|█▍ | 160/333 [02:54<03:16,  1.14s/it, loss=0.712, pair=0.008, adv=3.717, sprd=0.018]
Ep 025/60 [S2:+mat]:  48%|█▍ | 161/333 [02:54<03:18,  1.15s/it, loss=0.712, pair=0.008, adv=3.717, sprd=0.018]
Ep 025/60 [S2:+mat]:  48%|█▍ | 161/333 [02:55<03:18,  1.15s/it, loss=0.752, pair=0.051, adv=3.655, sprd=0.028]
Ep 025/60 [S2:+mat]:  49%|█▍ | 162/333 [02:55<03:08,  1.10s/it, loss=0.752, pair=0.051, adv=3.655, sprd=0.028]
Ep 025/60 [S2:+mat]:  49%|█▍ | 162/333 [02:56<03:08,  1.10s/it, loss=0.742, pair=0.030, adv=3.751, sprd=0.023]
Ep 025/60 [S2:+mat]:  49%|█▍ | 163/333 [02:56<03:17,  1.16s/it, loss=0.742, pair=0.030, adv=3.751, sprd=0.023]
Ep 025/60 [S2:+mat]:  49%|█▍ | 163/333 [02:57<03:17,  1.16s/it, loss=0.738, pair=0.027, adv=3.536, sprd=0.028]
Ep 025/60 [S2:+mat]:  49%|█▍ | 164/333 [02:57<03:08,  1.11s/it, loss=0.738, pair=0.027, adv=3.536, sprd=0.028]
Ep 025/60 [S2:+mat]:  49%|█▍ | 164/333 [02:58<03:08,  1.11s/it, loss=0.699, pair=0.009, adv=3.626, sprd=0.017]
Ep 025/60 [S2:+mat]:  50%|█▍ | 165/333 [02:58<03:13,  1.15s/it, loss=0.699, pair=0.009, adv=3.626, sprd=0.017]
Ep 025/60 [S2:+mat]:  50%|█▍ | 165/333 [02:59<03:13,  1.15s/it, loss=0.739, pair=0.017, adv=3.581, sprd=0.025]
Ep 025/60 [S2:+mat]:  50%|█▍ | 166/333 [02:59<02:59,  1.07s/it, loss=0.739, pair=0.017, adv=3.581, sprd=0.025]
Ep 025/60 [S2:+mat]:  50%|█▍ | 166/333 [03:01<02:59,  1.07s/it, loss=0.737, pair=0.005, adv=3.857, sprd=0.025]
Ep 025/60 [S2:+mat]:  50%|█▌ | 167/333 [03:01<03:04,  1.11s/it, loss=0.737, pair=0.005, adv=3.857, sprd=0.025]
Ep 025/60 [S2:+mat]:  50%|█▌ | 167/333 [03:02<03:04,  1.11s/it, loss=0.733, pair=0.020, adv=3.814, sprd=0.023]
Ep 025/60 [S2:+mat]:  50%|█▌ | 168/333 [03:02<02:59,  1.09s/it, loss=0.733, pair=0.020, adv=3.814, sprd=0.023]
Ep 025/60 [S2:+mat]:  50%|█▌ | 168/333 [03:03<02:59,  1.09s/it, loss=0.715, pair=0.005, adv=3.844, sprd=0.023]
Ep 025/60 [S2:+mat]:  51%|█▌ | 169/333 [03:03<03:11,  1.17s/it, loss=0.715, pair=0.005, adv=3.844, sprd=0.023]
Ep 025/60 [S2:+mat]:  51%|█▌ | 169/333 [03:04<03:11,  1.17s/it, loss=0.735, pair=0.020, adv=3.843, sprd=0.025]
Ep 025/60 [S2:+mat]:  51%|█▌ | 170/333 [03:04<03:03,  1.13s/it, loss=0.735, pair=0.020, adv=3.843, sprd=0.025]
Ep 025/60 [S2:+mat]:  51%|█▌ | 170/333 [03:05<03:03,  1.13s/it, loss=0.818, pair=0.028, adv=4.019, sprd=0.023]
Ep 025/60 [S2:+mat]:  51%|█▌ | 171/333 [03:05<03:09,  1.17s/it, loss=0.818, pair=0.028, adv=4.019, sprd=0.023]
Ep 025/60 [S2:+mat]:  51%|█▌ | 171/333 [03:06<03:09,  1.17s/it, loss=0.727, pair=0.024, adv=3.649, sprd=0.021]
Ep 025/60 [S2:+mat]:  52%|█▌ | 172/333 [03:06<03:00,  1.12s/it, loss=0.727, pair=0.024, adv=3.649, sprd=0.021]
Ep 025/60 [S2:+mat]:  52%|█▌ | 172/333 [03:07<03:00,  1.12s/it, loss=0.723, pair=0.048, adv=3.519, sprd=0.019]
Ep 025/60 [S2:+mat]:  52%|█▌ | 173/333 [03:07<02:59,  1.12s/it, loss=0.723, pair=0.048, adv=3.519, sprd=0.019]
Ep 025/60 [S2:+mat]:  52%|█▌ | 173/333 [03:08<02:59,  1.12s/it, loss=0.742, pair=0.009, adv=3.774, sprd=0.028]
Ep 025/60 [S2:+mat]:  52%|█▌ | 174/333 [03:08<02:53,  1.09s/it, loss=0.742, pair=0.009, adv=3.774, sprd=0.028]
Ep 025/60 [S2:+mat]:  52%|█▌ | 174/333 [03:10<02:53,  1.09s/it, loss=0.732, pair=0.009, adv=3.996, sprd=0.025]
Ep 025/60 [S2:+mat]:  53%|█▌ | 175/333 [03:10<03:03,  1.16s/it, loss=0.732, pair=0.009, adv=3.996, sprd=0.025]
Ep 025/60 [S2:+mat]:  53%|█▌ | 175/333 [03:11<03:03,  1.16s/it, loss=0.738, pair=0.010, adv=3.875, sprd=0.029]
Ep 025/60 [S2:+mat]:  53%|█▌ | 176/333 [03:11<02:56,  1.13s/it, loss=0.738, pair=0.010, adv=3.875, sprd=0.029]
Ep 025/60 [S2:+mat]:  53%|█▌ | 176/333 [03:12<02:56,  1.13s/it, loss=0.729, pair=0.004, adv=3.381, sprd=0.023]
Ep 025/60 [S2:+mat]:  53%|█▌ | 177/333 [03:12<03:04,  1.18s/it, loss=0.729, pair=0.004, adv=3.381, sprd=0.023]
Ep 025/60 [S2:+mat]:  53%|█▌ | 177/333 [03:13<03:04,  1.18s/it, loss=0.734, pair=0.009, adv=3.631, sprd=0.027]
Ep 025/60 [S2:+mat]:  53%|█▌ | 178/333 [03:13<02:55,  1.13s/it, loss=0.734, pair=0.009, adv=3.631, sprd=0.027]
Ep 025/60 [S2:+mat]:  53%|█▌ | 178/333 [03:14<02:55,  1.13s/it, loss=0.714, pair=0.013, adv=3.918, sprd=0.020]
Ep 025/60 [S2:+mat]:  54%|█▌ | 179/333 [03:14<03:05,  1.21s/it, loss=0.714, pair=0.013, adv=3.918, sprd=0.020]
Ep 025/60 [S2:+mat]:  54%|█▌ | 179/333 [03:15<03:05,  1.21s/it, loss=0.718, pair=0.005, adv=3.694, sprd=0.024]
Ep 025/60 [S2:+mat]:  54%|█▌ | 180/333 [03:15<02:55,  1.15s/it, loss=0.718, pair=0.005, adv=3.694, sprd=0.024]
Ep 025/60 [S2:+mat]:  54%|█▌ | 180/333 [03:17<02:55,  1.15s/it, loss=0.735, pair=0.010, adv=3.624, sprd=0.028]
Ep 025/60 [S2:+mat]:  54%|█▋ | 181/333 [03:17<03:00,  1.19s/it, loss=0.735, pair=0.010, adv=3.624, sprd=0.028]
Ep 025/60 [S2:+mat]:  54%|█▋ | 181/333 [03:18<03:00,  1.19s/it, loss=0.706, pair=0.007, adv=3.707, sprd=0.018]
Ep 025/60 [S2:+mat]:  55%|█▋ | 182/333 [03:18<02:49,  1.12s/it, loss=0.706, pair=0.007, adv=3.707, sprd=0.018]
Ep 025/60 [S2:+mat]:  55%|█▋ | 182/333 [03:19<02:49,  1.12s/it, loss=0.770, pair=0.017, adv=3.605, sprd=0.034]
Ep 025/60 [S2:+mat]:  55%|█▋ | 183/333 [03:19<02:56,  1.17s/it, loss=0.770, pair=0.017, adv=3.605, sprd=0.034]
Ep 025/60 [S2:+mat]:  55%|█▋ | 183/333 [03:20<02:56,  1.17s/it, loss=0.739, pair=0.008, adv=3.733, sprd=0.026]
Ep 025/60 [S2:+mat]:  55%|█▋ | 184/333 [03:20<02:46,  1.12s/it, loss=0.739, pair=0.008, adv=3.733, sprd=0.026]
Ep 025/60 [S2:+mat]:  55%|█▋ | 184/333 [03:21<02:46,  1.12s/it, loss=0.714, pair=0.010, adv=3.643, sprd=0.020]
Ep 025/60 [S2:+mat]:  56%|█▋ | 185/333 [03:21<02:56,  1.19s/it, loss=0.714, pair=0.010, adv=3.643, sprd=0.020]
Ep 025/60 [S2:+mat]:  56%|█▋ | 185/333 [03:22<02:56,  1.19s/it, loss=0.751, pair=0.027, adv=3.755, sprd=0.032]
Ep 025/60 [S2:+mat]:  56%|█▋ | 186/333 [03:22<02:49,  1.15s/it, loss=0.751, pair=0.027, adv=3.755, sprd=0.032]
Ep 025/60 [S2:+mat]:  56%|█▋ | 186/333 [03:24<02:49,  1.15s/it, loss=0.740, pair=0.017, adv=3.674, sprd=0.029]
Ep 025/60 [S2:+mat]:  56%|█▋ | 187/333 [03:24<02:53,  1.19s/it, loss=0.740, pair=0.017, adv=3.674, sprd=0.029]
Ep 025/60 [S2:+mat]:  56%|█▋ | 187/333 [03:25<02:53,  1.19s/it, loss=0.739, pair=0.022, adv=3.734, sprd=0.023]
Ep 025/60 [S2:+mat]:  56%|█▋ | 188/333 [03:25<02:40,  1.11s/it, loss=0.739, pair=0.022, adv=3.734, sprd=0.023]
Ep 025/60 [S2:+mat]:  56%|█▋ | 188/333 [03:26<02:40,  1.11s/it, loss=0.724, pair=0.009, adv=3.476, sprd=0.024]
Ep 025/60 [S2:+mat]:  57%|█▋ | 189/333 [03:26<02:41,  1.12s/it, loss=0.724, pair=0.009, adv=3.476, sprd=0.024]
Ep 025/60 [S2:+mat]:  57%|█▋ | 189/333 [03:27<02:41,  1.12s/it, loss=0.718, pair=0.025, adv=3.595, sprd=0.023]
Ep 025/60 [S2:+mat]:  57%|█▋ | 190/333 [03:27<02:36,  1.10s/it, loss=0.718, pair=0.025, adv=3.595, sprd=0.023]
Ep 025/60 [S2:+mat]:  57%|█▋ | 190/333 [03:28<02:36,  1.10s/it, loss=0.724, pair=0.008, adv=3.657, sprd=0.024]
Ep 025/60 [S2:+mat]:  57%|█▋ | 191/333 [03:28<02:44,  1.16s/it, loss=0.724, pair=0.008, adv=3.657, sprd=0.024]
Ep 025/60 [S2:+mat]:  57%|█▋ | 191/333 [03:29<02:44,  1.16s/it, loss=0.721, pair=0.011, adv=3.374, sprd=0.022]
Ep 025/60 [S2:+mat]:  58%|█▋ | 192/333 [03:29<02:36,  1.11s/it, loss=0.721, pair=0.011, adv=3.374, sprd=0.022]
Ep 025/60 [S2:+mat]:  58%|█▋ | 192/333 [03:30<02:36,  1.11s/it, loss=0.716, pair=0.012, adv=3.652, sprd=0.021]
Ep 025/60 [S2:+mat]:  58%|█▋ | 193/333 [03:30<02:37,  1.12s/it, loss=0.716, pair=0.012, adv=3.652, sprd=0.021]
Ep 025/60 [S2:+mat]:  58%|█▋ | 193/333 [03:31<02:37,  1.12s/it, loss=0.726, pair=0.019, adv=3.456, sprd=0.025]
Ep 025/60 [S2:+mat]:  58%|█▋ | 194/333 [03:31<02:30,  1.08s/it, loss=0.726, pair=0.019, adv=3.456, sprd=0.025]
Ep 025/60 [S2:+mat]:  58%|█▋ | 194/333 [03:32<02:30,  1.08s/it, loss=0.706, pair=0.020, adv=3.582, sprd=0.017]
Ep 025/60 [S2:+mat]:  59%|█▊ | 195/333 [03:32<02:35,  1.13s/it, loss=0.706, pair=0.020, adv=3.582, sprd=0.017]
Ep 025/60 [S2:+mat]:  59%|█▊ | 195/333 [03:33<02:35,  1.13s/it, loss=0.710, pair=0.008, adv=3.613, sprd=0.022]
Ep 025/60 [S2:+mat]:  59%|█▊ | 196/333 [03:33<02:28,  1.09s/it, loss=0.710, pair=0.008, adv=3.613, sprd=0.022]
Ep 025/60 [S2:+mat]:  59%|█▊ | 196/333 [03:35<02:28,  1.09s/it, loss=0.692, pair=0.007, adv=3.114, sprd=0.020]
Ep 025/60 [S2:+mat]:  59%|█▊ | 197/333 [03:35<02:30,  1.11s/it, loss=0.692, pair=0.007, adv=3.114, sprd=0.020]
Ep 025/60 [S2:+mat]:  59%|█▊ | 197/333 [03:36<02:30,  1.11s/it, loss=0.695, pair=0.000, adv=3.475, sprd=0.018]
Ep 025/60 [S2:+mat]:  59%|█▊ | 198/333 [03:36<02:23,  1.06s/it, loss=0.695, pair=0.000, adv=3.475, sprd=0.018]
Ep 025/60 [S2:+mat]:  59%|█▊ | 198/333 [03:37<02:23,  1.06s/it, loss=0.794, pair=0.007, adv=3.656, sprd=0.022]
Ep 025/60 [S2:+mat]:  60%|█▊ | 199/333 [03:37<02:28,  1.11s/it, loss=0.794, pair=0.007, adv=3.656, sprd=0.022]
Ep 025/60 [S2:+mat]:  60%|█▊ | 199/333 [03:38<02:28,  1.11s/it, loss=0.715, pair=0.003, adv=3.586, sprd=0.021]
Ep 025/60 [S2:+mat]:  60%|█▊ | 200/333 [03:38<02:22,  1.07s/it, loss=0.715, pair=0.003, adv=3.586, sprd=0.021]
Ep 025/60 [S2:+mat]:  60%|█▊ | 200/333 [03:39<02:22,  1.07s/it, loss=0.753, pair=0.020, adv=3.773, sprd=0.030]
Ep 025/60 [S2:+mat]:  60%|█▊ | 201/333 [03:39<02:23,  1.09s/it, loss=0.753, pair=0.020, adv=3.773, sprd=0.030]
Ep 025/60 [S2:+mat]:  60%|█▊ | 201/333 [03:40<02:23,  1.09s/it, loss=0.735, pair=0.006, adv=3.924, sprd=0.027]
Ep 025/60 [S2:+mat]:  61%|█▊ | 202/333 [03:40<02:19,  1.06s/it, loss=0.735, pair=0.006, adv=3.924, sprd=0.027]
Ep 025/60 [S2:+mat]:  61%|█▊ | 202/333 [03:41<02:19,  1.06s/it, loss=0.724, pair=0.015, adv=3.795, sprd=0.023]
Ep 025/60 [S2:+mat]:  61%|█▊ | 203/333 [03:41<02:26,  1.12s/it, loss=0.724, pair=0.015, adv=3.795, sprd=0.023]
Ep 025/60 [S2:+mat]:  61%|█▊ | 203/333 [03:42<02:26,  1.12s/it, loss=0.702, pair=0.016, adv=3.475, sprd=0.017]
Ep 025/60 [S2:+mat]:  61%|█▊ | 204/333 [03:42<02:17,  1.07s/it, loss=0.702, pair=0.016, adv=3.475, sprd=0.017]
Ep 025/60 [S2:+mat]:  61%|█▊ | 204/333 [03:43<02:17,  1.07s/it, loss=0.710, pair=0.003, adv=3.486, sprd=0.020]
Ep 025/60 [S2:+mat]:  62%|█▊ | 205/333 [03:43<02:22,  1.11s/it, loss=0.710, pair=0.003, adv=3.486, sprd=0.020]
Ep 025/60 [S2:+mat]:  62%|█▊ | 205/333 [03:44<02:22,  1.11s/it, loss=0.714, pair=0.040, adv=3.786, sprd=0.020]
Ep 025/60 [S2:+mat]:  62%|█▊ | 206/333 [03:44<02:16,  1.08s/it, loss=0.714, pair=0.040, adv=3.786, sprd=0.020]
Ep 025/60 [S2:+mat]:  62%|█▊ | 206/333 [03:46<02:16,  1.08s/it, loss=0.734, pair=0.013, adv=3.751, sprd=0.027]
Ep 025/60 [S2:+mat]:  62%|█▊ | 207/333 [03:46<02:24,  1.14s/it, loss=0.734, pair=0.013, adv=3.751, sprd=0.027]
Ep 025/60 [S2:+mat]:  62%|█▊ | 207/333 [03:47<02:24,  1.14s/it, loss=0.705, pair=0.005, adv=3.586, sprd=0.021]
Ep 025/60 [S2:+mat]:  62%|█▊ | 208/333 [03:47<02:17,  1.10s/it, loss=0.705, pair=0.005, adv=3.586, sprd=0.021]
Ep 025/60 [S2:+mat]:  62%|█▊ | 208/333 [03:48<02:17,  1.10s/it, loss=0.743, pair=0.021, adv=3.802, sprd=0.028]
Ep 025/60 [S2:+mat]:  63%|█▉ | 209/333 [03:48<02:20,  1.13s/it, loss=0.743, pair=0.021, adv=3.802, sprd=0.028]
Ep 025/60 [S2:+mat]:  63%|█▉ | 209/333 [03:49<02:20,  1.13s/it, loss=0.754, pair=0.004, adv=3.515, sprd=0.031]
Ep 025/60 [S2:+mat]:  63%|█▉ | 210/333 [03:49<02:14,  1.09s/it, loss=0.754, pair=0.004, adv=3.515, sprd=0.031]
Ep 025/60 [S2:+mat]:  63%|█▉ | 210/333 [03:50<02:14,  1.09s/it, loss=0.716, pair=0.016, adv=3.709, sprd=0.022]
Ep 025/60 [S2:+mat]:  63%|█▉ | 211/333 [03:50<02:15,  1.11s/it, loss=0.716, pair=0.016, adv=3.709, sprd=0.022]
Ep 025/60 [S2:+mat]:  63%|█▉ | 211/333 [03:51<02:15,  1.11s/it, loss=0.737, pair=0.020, adv=3.625, sprd=0.025]
Ep 025/60 [S2:+mat]:  64%|█▉ | 212/333 [03:51<02:10,  1.08s/it, loss=0.737, pair=0.020, adv=3.625, sprd=0.025]
Ep 025/60 [S2:+mat]:  64%|█▉ | 212/333 [03:52<02:10,  1.08s/it, loss=0.711, pair=0.017, adv=3.413, sprd=0.018]
Ep 025/60 [S2:+mat]:  64%|█▉ | 213/333 [03:52<02:12,  1.10s/it, loss=0.711, pair=0.017, adv=3.413, sprd=0.018]
Ep 025/60 [S2:+mat]:  64%|█▉ | 213/333 [03:53<02:12,  1.10s/it, loss=0.704, pair=0.007, adv=3.738, sprd=0.018]
Ep 025/60 [S2:+mat]:  64%|█▉ | 214/333 [03:53<02:03,  1.03s/it, loss=0.704, pair=0.007, adv=3.738, sprd=0.018]
Ep 025/60 [S2:+mat]:  64%|█▉ | 214/333 [03:54<02:03,  1.03s/it, loss=0.735, pair=0.006, adv=3.760, sprd=0.025]
Ep 025/60 [S2:+mat]:  65%|█▉ | 215/333 [03:54<02:10,  1.10s/it, loss=0.735, pair=0.006, adv=3.760, sprd=0.025]
Ep 025/60 [S2:+mat]:  65%|█▉ | 215/333 [03:55<02:10,  1.10s/it, loss=0.742, pair=0.002, adv=3.323, sprd=0.031]
Ep 025/60 [S2:+mat]:  65%|█▉ | 216/333 [03:55<02:06,  1.08s/it, loss=0.742, pair=0.002, adv=3.323, sprd=0.031]
Ep 025/60 [S2:+mat]:  65%|█▉ | 216/333 [03:56<02:06,  1.08s/it, loss=0.718, pair=0.003, adv=3.459, sprd=0.020]
Ep 025/60 [S2:+mat]:  65%|█▉ | 217/333 [03:56<02:08,  1.11s/it, loss=0.718, pair=0.003, adv=3.459, sprd=0.020]
Ep 025/60 [S2:+mat]:  65%|█▉ | 217/333 [03:58<02:08,  1.11s/it, loss=0.740, pair=0.020, adv=3.472, sprd=0.026]
Ep 025/60 [S2:+mat]:  65%|█▉ | 218/333 [03:58<02:04,  1.09s/it, loss=0.740, pair=0.020, adv=3.472, sprd=0.026]
Ep 025/60 [S2:+mat]:  65%|█▉ | 218/333 [03:59<02:04,  1.09s/it, loss=0.813, pair=0.007, adv=3.796, sprd=0.023]
Ep 025/60 [S2:+mat]:  66%|█▉ | 219/333 [03:59<02:08,  1.13s/it, loss=0.813, pair=0.007, adv=3.796, sprd=0.023]
Ep 025/60 [S2:+mat]:  66%|█▉ | 219/333 [04:00<02:08,  1.13s/it, loss=0.746, pair=0.028, adv=3.494, sprd=0.026]
Ep 025/60 [S2:+mat]:  66%|█▉ | 220/333 [04:00<02:03,  1.10s/it, loss=0.746, pair=0.028, adv=3.494, sprd=0.026]
Ep 025/60 [S2:+mat]:  66%|█▉ | 220/333 [04:01<02:03,  1.10s/it, loss=0.736, pair=0.040, adv=3.612, sprd=0.023]
Ep 025/60 [S2:+mat]:  66%|█▉ | 221/333 [04:01<02:05,  1.12s/it, loss=0.736, pair=0.040, adv=3.612, sprd=0.023]
Ep 025/60 [S2:+mat]:  66%|█▉ | 221/333 [04:02<02:05,  1.12s/it, loss=0.714, pair=0.020, adv=3.265, sprd=0.022]
Ep 025/60 [S2:+mat]:  67%|██ | 222/333 [04:02<01:57,  1.06s/it, loss=0.714, pair=0.020, adv=3.265, sprd=0.022]
Ep 025/60 [S2:+mat]:  67%|██ | 222/333 [04:03<01:57,  1.06s/it, loss=0.737, pair=0.011, adv=3.665, sprd=0.028]
Ep 025/60 [S2:+mat]:  67%|██ | 223/333 [04:03<01:59,  1.08s/it, loss=0.737, pair=0.011, adv=3.665, sprd=0.028]
Ep 025/60 [S2:+mat]:  67%|██ | 223/333 [04:04<01:59,  1.08s/it, loss=0.735, pair=0.025, adv=3.439, sprd=0.027]
Ep 025/60 [S2:+mat]:  67%|██ | 224/333 [04:04<01:55,  1.06s/it, loss=0.735, pair=0.025, adv=3.439, sprd=0.027]
Ep 025/60 [S2:+mat]:  67%|██ | 224/333 [04:05<01:55,  1.06s/it, loss=0.764, pair=0.018, adv=3.347, sprd=0.031]
Ep 025/60 [S2:+mat]:  68%|██ | 225/333 [04:05<02:02,  1.14s/it, loss=0.764, pair=0.018, adv=3.347, sprd=0.031]
Ep 025/60 [S2:+mat]:  68%|██ | 225/333 [04:06<02:02,  1.14s/it, loss=0.768, pair=0.017, adv=3.565, sprd=0.035]
Ep 025/60 [S2:+mat]:  68%|██ | 226/333 [04:06<01:56,  1.09s/it, loss=0.768, pair=0.017, adv=3.565, sprd=0.035]
Ep 025/60 [S2:+mat]:  68%|██ | 226/333 [04:07<01:56,  1.09s/it, loss=0.725, pair=0.029, adv=3.570, sprd=0.022]
Ep 025/60 [S2:+mat]:  68%|██ | 227/333 [04:07<01:57,  1.11s/it, loss=0.725, pair=0.029, adv=3.570, sprd=0.022]
Ep 025/60 [S2:+mat]:  68%|██ | 227/333 [04:09<01:57,  1.11s/it, loss=0.732, pair=0.004, adv=3.815, sprd=0.025]
Ep 025/60 [S2:+mat]:  68%|██ | 228/333 [04:09<01:54,  1.09s/it, loss=0.732, pair=0.004, adv=3.815, sprd=0.025]
Ep 025/60 [S2:+mat]:  68%|██ | 228/333 [04:10<01:54,  1.09s/it, loss=0.719, pair=0.028, adv=3.478, sprd=0.021]
Ep 025/60 [S2:+mat]:  69%|██ | 229/333 [04:10<01:55,  1.11s/it, loss=0.719, pair=0.028, adv=3.478, sprd=0.021]
Ep 025/60 [S2:+mat]:  69%|██ | 229/333 [04:11<01:55,  1.11s/it, loss=0.737, pair=0.027, adv=3.545, sprd=0.027]
Ep 025/60 [S2:+mat]:  69%|██ | 230/333 [04:11<01:51,  1.08s/it, loss=0.737, pair=0.027, adv=3.545, sprd=0.027]
Ep 025/60 [S2:+mat]:  69%|██ | 230/333 [04:12<01:51,  1.08s/it, loss=0.750, pair=0.014, adv=3.694, sprd=0.027]
Ep 025/60 [S2:+mat]:  69%|██ | 231/333 [04:12<01:56,  1.14s/it, loss=0.750, pair=0.014, adv=3.694, sprd=0.027]
Ep 025/60 [S2:+mat]:  69%|██ | 231/333 [04:13<01:56,  1.14s/it, loss=0.720, pair=0.023, adv=3.942, sprd=0.022]
Ep 025/60 [S2:+mat]:  70%|██ | 232/333 [04:13<01:50,  1.10s/it, loss=0.720, pair=0.023, adv=3.942, sprd=0.022]
Ep 025/60 [S2:+mat]:  70%|██ | 232/333 [04:14<01:50,  1.10s/it, loss=0.747, pair=0.016, adv=3.730, sprd=0.031]
Ep 025/60 [S2:+mat]:  70%|██ | 233/333 [04:14<01:54,  1.14s/it, loss=0.747, pair=0.016, adv=3.730, sprd=0.031]
Ep 025/60 [S2:+mat]:  70%|██ | 233/333 [04:15<01:54,  1.14s/it, loss=0.702, pair=0.019, adv=3.586, sprd=0.018]
Ep 025/60 [S2:+mat]:  70%|██ | 234/333 [04:15<01:42,  1.04s/it, loss=0.702, pair=0.019, adv=3.586, sprd=0.018]
Ep 025/60 [S2:+mat]:  70%|██ | 234/333 [04:16<01:42,  1.04s/it, loss=0.721, pair=0.012, adv=3.745, sprd=0.022]
Ep 025/60 [S2:+mat]:  71%|██ | 235/333 [04:16<01:46,  1.09s/it, loss=0.721, pair=0.012, adv=3.745, sprd=0.022]
Ep 025/60 [S2:+mat]:  71%|██ | 235/333 [04:17<01:46,  1.09s/it, loss=0.725, pair=0.019, adv=3.679, sprd=0.024]
Ep 025/60 [S2:+mat]:  71%|██▏| 236/333 [04:17<01:43,  1.06s/it, loss=0.725, pair=0.019, adv=3.679, sprd=0.024]
Ep 025/60 [S2:+mat]:  71%|██▏| 236/333 [04:18<01:43,  1.06s/it, loss=0.709, pair=0.010, adv=3.684, sprd=0.019]
Ep 025/60 [S2:+mat]:  71%|██▏| 237/333 [04:18<01:45,  1.10s/it, loss=0.709, pair=0.010, adv=3.684, sprd=0.019]
Ep 025/60 [S2:+mat]:  71%|██▏| 237/333 [04:19<01:45,  1.10s/it, loss=0.744, pair=0.019, adv=3.548, sprd=0.021]
Ep 025/60 [S2:+mat]:  71%|██▏| 238/333 [04:19<01:38,  1.04s/it, loss=0.744, pair=0.019, adv=3.548, sprd=0.021]
Ep 025/60 [S2:+mat]:  71%|██▏| 238/333 [04:21<01:38,  1.04s/it, loss=0.746, pair=0.023, adv=3.866, sprd=0.029]
Ep 025/60 [S2:+mat]:  72%|██▏| 239/333 [04:21<01:43,  1.10s/it, loss=0.746, pair=0.023, adv=3.866, sprd=0.029]
Ep 025/60 [S2:+mat]:  72%|██▏| 239/333 [04:21<01:43,  1.10s/it, loss=0.716, pair=0.010, adv=3.628, sprd=0.021]
Ep 025/60 [S2:+mat]:  72%|██▏| 240/333 [04:21<01:31,  1.02it/s, loss=0.716, pair=0.010, adv=3.628, sprd=0.021]
Ep 025/60 [S2:+mat]:  72%|██▏| 240/333 [04:22<01:31,  1.02it/s, loss=0.731, pair=0.016, adv=3.840, sprd=0.024]
Ep 025/60 [S2:+mat]:  72%|██▏| 241/333 [04:22<01:37,  1.06s/it, loss=0.731, pair=0.016, adv=3.840, sprd=0.024]
Ep 025/60 [S2:+mat]:  72%|██▏| 241/333 [04:24<01:37,  1.06s/it, loss=0.733, pair=0.033, adv=3.780, sprd=0.025]
Ep 025/60 [S2:+mat]:  73%|██▏| 242/333 [04:24<01:36,  1.06s/it, loss=0.733, pair=0.033, adv=3.780, sprd=0.025]
Ep 025/60 [S2:+mat]:  73%|██▏| 242/333 [04:25<01:36,  1.06s/it, loss=0.721, pair=0.034, adv=3.997, sprd=0.022]
Ep 025/60 [S2:+mat]:  73%|██▏| 243/333 [04:25<01:40,  1.12s/it, loss=0.721, pair=0.034, adv=3.997, sprd=0.022]
Ep 025/60 [S2:+mat]:  73%|██▏| 243/333 [04:26<01:40,  1.12s/it, loss=0.780, pair=0.078, adv=3.938, sprd=0.032]
Ep 025/60 [S2:+mat]:  73%|██▏| 244/333 [04:26<01:38,  1.10s/it, loss=0.780, pair=0.078, adv=3.938, sprd=0.032]
Ep 025/60 [S2:+mat]:  73%|██▏| 244/333 [04:27<01:38,  1.10s/it, loss=0.731, pair=0.037, adv=3.787, sprd=0.023]
Ep 025/60 [S2:+mat]:  74%|██▏| 245/333 [04:27<01:40,  1.14s/it, loss=0.731, pair=0.037, adv=3.787, sprd=0.023]
Ep 025/60 [S2:+mat]:  74%|██▏| 245/333 [04:28<01:40,  1.14s/it, loss=0.744, pair=0.033, adv=3.435, sprd=0.027]
Ep 025/60 [S2:+mat]:  74%|██▏| 246/333 [04:28<01:35,  1.09s/it, loss=0.744, pair=0.033, adv=3.435, sprd=0.027]
Ep 025/60 [S2:+mat]:  74%|██▏| 246/333 [04:29<01:35,  1.09s/it, loss=0.733, pair=0.022, adv=3.764, sprd=0.026]
Ep 025/60 [S2:+mat]:  74%|██▏| 247/333 [04:29<01:37,  1.13s/it, loss=0.733, pair=0.022, adv=3.764, sprd=0.026]
Ep 025/60 [S2:+mat]:  74%|██▏| 247/333 [04:30<01:37,  1.13s/it, loss=0.710, pair=0.011, adv=3.492, sprd=0.020]
Ep 025/60 [S2:+mat]:  74%|██▏| 248/333 [04:30<01:31,  1.08s/it, loss=0.710, pair=0.011, adv=3.492, sprd=0.020]
Ep 025/60 [S2:+mat]:  74%|██▏| 248/333 [04:31<01:31,  1.08s/it, loss=0.708, pair=0.015, adv=3.663, sprd=0.018]
Ep 025/60 [S2:+mat]:  75%|██▏| 249/333 [04:31<01:29,  1.06s/it, loss=0.708, pair=0.015, adv=3.663, sprd=0.018]
Ep 025/60 [S2:+mat]:  75%|██▏| 249/333 [04:32<01:29,  1.06s/it, loss=0.713, pair=0.021, adv=3.487, sprd=0.020]
Ep 025/60 [S2:+mat]:  75%|██▎| 250/333 [04:32<01:26,  1.05s/it, loss=0.713, pair=0.021, adv=3.487, sprd=0.020]
Ep 025/60 [S2:+mat]:  75%|██▎| 250/333 [04:34<01:26,  1.05s/it, loss=0.743, pair=0.028, adv=3.679, sprd=0.023]
Ep 025/60 [S2:+mat]:  75%|██▎| 251/333 [04:34<01:31,  1.11s/it, loss=0.743, pair=0.028, adv=3.679, sprd=0.023]
Ep 025/60 [S2:+mat]:  75%|██▎| 251/333 [04:35<01:31,  1.11s/it, loss=0.727, pair=0.027, adv=3.678, sprd=0.021]
Ep 025/60 [S2:+mat]:  76%|██▎| 252/333 [04:35<01:27,  1.08s/it, loss=0.727, pair=0.027, adv=3.678, sprd=0.021]
Ep 025/60 [S2:+mat]:  76%|██▎| 252/333 [04:36<01:27,  1.08s/it, loss=0.720, pair=0.025, adv=3.482, sprd=0.020]
Ep 025/60 [S2:+mat]:  76%|██▎| 253/333 [04:36<01:27,  1.09s/it, loss=0.720, pair=0.025, adv=3.482, sprd=0.020]
Ep 025/60 [S2:+mat]:  76%|██▎| 253/333 [04:37<01:27,  1.09s/it, loss=0.685, pair=0.032, adv=3.216, sprd=0.017]
Ep 025/60 [S2:+mat]:  76%|██▎| 254/333 [04:37<01:22,  1.04s/it, loss=0.685, pair=0.032, adv=3.216, sprd=0.017]
Ep 025/60 [S2:+mat]:  76%|██▎| 254/333 [04:38<01:22,  1.04s/it, loss=0.721, pair=0.012, adv=3.325, sprd=0.022]
Ep 025/60 [S2:+mat]:  77%|██▎| 255/333 [04:38<01:24,  1.09s/it, loss=0.721, pair=0.012, adv=3.325, sprd=0.022]
Ep 025/60 [S2:+mat]:  77%|██▎| 255/333 [04:39<01:24,  1.09s/it, loss=0.715, pair=0.013, adv=3.453, sprd=0.022]
Ep 025/60 [S2:+mat]:  77%|██▎| 256/333 [04:39<01:21,  1.06s/it, loss=0.715, pair=0.013, adv=3.453, sprd=0.022]
Ep 025/60 [S2:+mat]:  77%|██▎| 256/333 [04:40<01:21,  1.06s/it, loss=0.816, pair=0.018, adv=3.629, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 257/333 [04:40<01:25,  1.12s/it, loss=0.816, pair=0.018, adv=3.629, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 257/333 [04:41<01:25,  1.12s/it, loss=0.733, pair=0.006, adv=3.713, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 258/333 [04:41<01:22,  1.09s/it, loss=0.733, pair=0.006, adv=3.713, sprd=0.026]
Ep 025/60 [S2:+mat]:  77%|██▎| 258/333 [04:42<01:22,  1.09s/it, loss=0.740, pair=0.028, adv=3.768, sprd=0.023]
Ep 025/60 [S2:+mat]:  78%|██▎| 259/333 [04:42<01:25,  1.15s/it, loss=0.740, pair=0.028, adv=3.768, sprd=0.023]
Ep 025/60 [S2:+mat]:  78%|██▎| 259/333 [04:43<01:25,  1.15s/it, loss=0.729, pair=0.039, adv=3.527, sprd=0.020]
Ep 025/60 [S2:+mat]:  78%|██▎| 260/333 [04:43<01:20,  1.10s/it, loss=0.729, pair=0.039, adv=3.527, sprd=0.020]
Ep 025/60 [S2:+mat]:  78%|██▎| 260/333 [04:45<01:20,  1.10s/it, loss=0.711, pair=0.033, adv=3.180, sprd=0.021]
Ep 025/60 [S2:+mat]:  78%|██▎| 261/333 [04:45<01:22,  1.15s/it, loss=0.711, pair=0.033, adv=3.180, sprd=0.021]
Ep 025/60 [S2:+mat]:  78%|██▎| 261/333 [04:46<01:22,  1.15s/it, loss=0.734, pair=0.049, adv=3.549, sprd=0.020]
Ep 025/60 [S2:+mat]:  79%|██▎| 262/333 [04:46<01:18,  1.10s/it, loss=0.734, pair=0.049, adv=3.549, sprd=0.020]
Ep 025/60 [S2:+mat]:  79%|██▎| 262/333 [04:47<01:18,  1.10s/it, loss=0.720, pair=0.029, adv=3.297, sprd=0.021]
Ep 025/60 [S2:+mat]:  79%|██▎| 263/333 [04:47<01:18,  1.12s/it, loss=0.720, pair=0.029, adv=3.297, sprd=0.021]
Ep 025/60 [S2:+mat]:  79%|██▎| 263/333 [04:48<01:18,  1.12s/it, loss=0.716, pair=0.014, adv=3.614, sprd=0.018]
Ep 025/60 [S2:+mat]:  79%|██▍| 264/333 [04:48<01:14,  1.09s/it, loss=0.716, pair=0.014, adv=3.614, sprd=0.018]
Ep 025/60 [S2:+mat]:  79%|██▍| 264/333 [04:49<01:14,  1.09s/it, loss=0.695, pair=0.013, adv=3.051, sprd=0.022]
Ep 025/60 [S2:+mat]:  80%|██▍| 265/333 [04:49<01:16,  1.13s/it, loss=0.695, pair=0.013, adv=3.051, sprd=0.022]
Ep 025/60 [S2:+mat]:  80%|██▍| 265/333 [04:50<01:16,  1.13s/it, loss=0.741, pair=0.019, adv=3.699, sprd=0.028]
Ep 025/60 [S2:+mat]:  80%|██▍| 266/333 [04:50<01:10,  1.05s/it, loss=0.741, pair=0.019, adv=3.699, sprd=0.028]
Ep 025/60 [S2:+mat]:  80%|██▍| 266/333 [04:51<01:10,  1.05s/it, loss=0.735, pair=0.026, adv=3.375, sprd=0.026]
Ep 025/60 [S2:+mat]:  80%|██▍| 267/333 [04:51<01:12,  1.09s/it, loss=0.735, pair=0.026, adv=3.375, sprd=0.026]
Ep 025/60 [S2:+mat]:  80%|██▍| 267/333 [04:52<01:12,  1.09s/it, loss=0.739, pair=0.131, adv=3.508, sprd=0.019]
Ep 025/60 [S2:+mat]:  80%|██▍| 268/333 [04:52<01:08,  1.05s/it, loss=0.739, pair=0.131, adv=3.508, sprd=0.019]
Ep 025/60 [S2:+mat]:  80%|██▍| 268/333 [04:53<01:08,  1.05s/it, loss=0.801, pair=0.015, adv=3.246, sprd=0.023]
Ep 025/60 [S2:+mat]:  81%|██▍| 269/333 [04:53<01:10,  1.09s/it, loss=0.801, pair=0.015, adv=3.246, sprd=0.023]
Ep 025/60 [S2:+mat]:  81%|██▍| 269/333 [04:54<01:10,  1.09s/it, loss=0.744, pair=0.007, adv=3.321, sprd=0.029]
Ep 025/60 [S2:+mat]:  81%|██▍| 270/333 [04:54<01:08,  1.09s/it, loss=0.744, pair=0.007, adv=3.321, sprd=0.029]
Ep 025/60 [S2:+mat]:  81%|██▍| 270/333 [04:55<01:08,  1.09s/it, loss=0.767, pair=0.001, adv=3.548, sprd=0.016]
Ep 025/60 [S2:+mat]:  81%|██▍| 271/333 [04:55<01:08,  1.11s/it, loss=0.767, pair=0.001, adv=3.548, sprd=0.016]
Ep 025/60 [S2:+mat]:  81%|██▍| 271/333 [04:56<01:08,  1.11s/it, loss=0.719, pair=0.039, adv=3.650, sprd=0.020]
Ep 025/60 [S2:+mat]:  82%|██▍| 272/333 [04:56<01:05,  1.08s/it, loss=0.719, pair=0.039, adv=3.650, sprd=0.020]
Ep 025/60 [S2:+mat]:  82%|██▍| 272/333 [04:58<01:05,  1.08s/it, loss=0.719, pair=0.025, adv=3.640, sprd=0.020]
Ep 025/60 [S2:+mat]:  82%|██▍| 273/333 [04:58<01:05,  1.10s/it, loss=0.719, pair=0.025, adv=3.640, sprd=0.020]
Ep 025/60 [S2:+mat]:  82%|██▍| 273/333 [04:59<01:05,  1.10s/it, loss=0.716, pair=0.036, adv=3.231, sprd=0.026]
Ep 025/60 [S2:+mat]:  82%|██▍| 274/333 [04:59<01:03,  1.07s/it, loss=0.716, pair=0.036, adv=3.231, sprd=0.026]
Ep 025/60 [S2:+mat]:  82%|██▍| 274/333 [05:00<01:03,  1.07s/it, loss=0.741, pair=0.036, adv=3.422, sprd=0.025]
Ep 025/60 [S2:+mat]:  83%|██▍| 275/333 [05:00<01:05,  1.12s/it, loss=0.741, pair=0.036, adv=3.422, sprd=0.025]
Ep 025/60 [S2:+mat]:  83%|██▍| 275/333 [05:01<01:05,  1.12s/it, loss=0.748, pair=0.021, adv=3.259, sprd=0.032]
Ep 025/60 [S2:+mat]:  83%|██▍| 276/333 [05:01<01:02,  1.10s/it, loss=0.748, pair=0.021, adv=3.259, sprd=0.032]
Ep 025/60 [S2:+mat]:  83%|██▍| 276/333 [05:02<01:02,  1.10s/it, loss=0.739, pair=0.023, adv=3.450, sprd=0.024]
Ep 025/60 [S2:+mat]:  83%|██▍| 277/333 [05:02<01:04,  1.16s/it, loss=0.739, pair=0.023, adv=3.450, sprd=0.024]
Ep 025/60 [S2:+mat]:  83%|██▍| 277/333 [05:03<01:04,  1.16s/it, loss=0.739, pair=0.007, adv=3.626, sprd=0.026]
Ep 025/60 [S2:+mat]:  83%|██▌| 278/333 [05:03<01:00,  1.11s/it, loss=0.739, pair=0.007, adv=3.626, sprd=0.026]
Ep 025/60 [S2:+mat]:  83%|██▌| 278/333 [05:04<01:00,  1.11s/it, loss=0.714, pair=0.043, adv=3.525, sprd=0.017]
Ep 025/60 [S2:+mat]:  84%|██▌| 279/333 [05:04<00:58,  1.09s/it, loss=0.714, pair=0.043, adv=3.525, sprd=0.017]
Ep 025/60 [S2:+mat]:  84%|██▌| 279/333 [05:05<00:58,  1.09s/it, loss=0.726, pair=0.021, adv=3.449, sprd=0.019]
Ep 025/60 [S2:+mat]:  84%|██▌| 280/333 [05:05<00:54,  1.04s/it, loss=0.726, pair=0.021, adv=3.449, sprd=0.019]
Ep 025/60 [S2:+mat]:  84%|██▌| 280/333 [05:06<00:54,  1.04s/it, loss=0.761, pair=0.022, adv=3.666, sprd=0.031]
Ep 025/60 [S2:+mat]:  84%|██▌| 281/333 [05:06<00:56,  1.10s/it, loss=0.761, pair=0.022, adv=3.666, sprd=0.031]
Ep 025/60 [S2:+mat]:  84%|██▌| 281/333 [05:07<00:56,  1.10s/it, loss=0.720, pair=0.026, adv=3.665, sprd=0.024]
Ep 025/60 [S2:+mat]:  85%|██▌| 282/333 [05:07<00:54,  1.08s/it, loss=0.720, pair=0.026, adv=3.665, sprd=0.024]
Ep 025/60 [S2:+mat]:  85%|██▌| 282/333 [05:09<00:54,  1.08s/it, loss=0.702, pair=0.019, adv=3.504, sprd=0.015]
Ep 025/60 [S2:+mat]:  85%|██▌| 283/333 [05:09<00:55,  1.11s/it, loss=0.702, pair=0.019, adv=3.504, sprd=0.015]
Ep 025/60 [S2:+mat]:  85%|██▌| 283/333 [05:10<00:55,  1.11s/it, loss=0.722, pair=0.006, adv=3.521, sprd=0.023]
Ep 025/60 [S2:+mat]:  85%|██▌| 284/333 [05:10<00:52,  1.08s/it, loss=0.722, pair=0.006, adv=3.521, sprd=0.023]
Ep 025/60 [S2:+mat]:  85%|██▌| 284/333 [05:11<00:52,  1.08s/it, loss=0.728, pair=0.009, adv=3.462, sprd=0.024]
Ep 025/60 [S2:+mat]:  86%|██▌| 285/333 [05:11<00:53,  1.12s/it, loss=0.728, pair=0.009, adv=3.462, sprd=0.024]
Ep 025/60 [S2:+mat]:  86%|██▌| 285/333 [05:12<00:53,  1.12s/it, loss=0.747, pair=0.051, adv=3.502, sprd=0.026]
Ep 025/60 [S2:+mat]:  86%|██▌| 286/333 [05:12<00:51,  1.09s/it, loss=0.747, pair=0.051, adv=3.502, sprd=0.026]
Ep 025/60 [S2:+mat]:  86%|██▌| 286/333 [05:13<00:51,  1.09s/it, loss=0.697, pair=0.008, adv=3.551, sprd=0.016]
Ep 025/60 [S2:+mat]:  86%|██▌| 287/333 [05:13<00:52,  1.14s/it, loss=0.697, pair=0.008, adv=3.551, sprd=0.016]
Ep 025/60 [S2:+mat]:  86%|██▌| 287/333 [05:14<00:52,  1.14s/it, loss=0.730, pair=0.018, adv=3.899, sprd=0.023]
Ep 025/60 [S2:+mat]:  86%|██▌| 288/333 [05:14<00:49,  1.10s/it, loss=0.730, pair=0.018, adv=3.899, sprd=0.023]
Ep 025/60 [S2:+mat]:  86%|██▌| 288/333 [05:15<00:49,  1.10s/it, loss=0.732, pair=0.013, adv=3.731, sprd=0.025]
Ep 025/60 [S2:+mat]:  87%|██▌| 289/333 [05:15<00:50,  1.14s/it, loss=0.732, pair=0.013, adv=3.731, sprd=0.025]
Ep 025/60 [S2:+mat]:  87%|██▌| 289/333 [05:16<00:50,  1.14s/it, loss=0.687, pair=0.009, adv=3.307, sprd=0.017]
Ep 025/60 [S2:+mat]:  87%|██▌| 290/333 [05:16<00:46,  1.07s/it, loss=0.687, pair=0.009, adv=3.307, sprd=0.017]
Ep 025/60 [S2:+mat]:  87%|██▌| 290/333 [05:17<00:46,  1.07s/it, loss=0.714, pair=0.004, adv=3.606, sprd=0.016]
Ep 025/60 [S2:+mat]:  87%|██▌| 291/333 [05:17<00:46,  1.11s/it, loss=0.714, pair=0.004, adv=3.606, sprd=0.016]
Ep 025/60 [S2:+mat]:  87%|██▌| 291/333 [05:18<00:46,  1.11s/it, loss=0.713, pair=0.021, adv=3.703, sprd=0.023]
Ep 025/60 [S2:+mat]:  88%|██▋| 292/333 [05:18<00:43,  1.05s/it, loss=0.713, pair=0.021, adv=3.703, sprd=0.023]
Ep 025/60 [S2:+mat]:  88%|██▋| 292/333 [05:20<00:43,  1.05s/it, loss=0.733, pair=0.009, adv=3.533, sprd=0.025]
Ep 025/60 [S2:+mat]:  88%|██▋| 293/333 [05:20<00:44,  1.10s/it, loss=0.733, pair=0.009, adv=3.533, sprd=0.025]
Ep 025/60 [S2:+mat]:  88%|██▋| 293/333 [05:21<00:44,  1.10s/it, loss=0.741, pair=0.009, adv=3.574, sprd=0.027]
Ep 025/60 [S2:+mat]:  88%|██▋| 294/333 [05:21<00:42,  1.08s/it, loss=0.741, pair=0.009, adv=3.574, sprd=0.027]
Ep 025/60 [S2:+mat]:  88%|██▋| 294/333 [05:22<00:42,  1.08s/it, loss=0.716, pair=0.001, adv=3.636, sprd=0.021]
Ep 025/60 [S2:+mat]:  89%|██▋| 295/333 [05:22<00:42,  1.13s/it, loss=0.716, pair=0.001, adv=3.636, sprd=0.021]
Ep 025/60 [S2:+mat]:  89%|██▋| 295/333 [05:23<00:42,  1.13s/it, loss=0.738, pair=0.039, adv=3.778, sprd=0.026]
Ep 025/60 [S2:+mat]:  89%|██▋| 296/333 [05:23<00:40,  1.10s/it, loss=0.738, pair=0.039, adv=3.778, sprd=0.026]
Ep 025/60 [S2:+mat]:  89%|██▋| 296/333 [05:24<00:40,  1.10s/it, loss=0.942, pair=0.726, adv=3.639, sprd=0.025]
Ep 025/60 [S2:+mat]:  89%|██▋| 297/333 [05:24<00:41,  1.16s/it, loss=0.942, pair=0.726, adv=3.639, sprd=0.025]
Ep 025/60 [S2:+mat]:  89%|██▋| 297/333 [05:25<00:41,  1.16s/it, loss=0.719, pair=0.005, adv=3.719, sprd=0.023]
Ep 025/60 [S2:+mat]:  89%|██▋| 298/333 [05:25<00:37,  1.08s/it, loss=0.719, pair=0.005, adv=3.719, sprd=0.023]
Ep 025/60 [S2:+mat]:  89%|██▋| 298/333 [05:26<00:37,  1.08s/it, loss=0.729, pair=0.017, adv=3.850, sprd=0.021]
Ep 025/60 [S2:+mat]:  90%|██▋| 299/333 [05:26<00:38,  1.14s/it, loss=0.729, pair=0.017, adv=3.850, sprd=0.021]
Ep 025/60 [S2:+mat]:  90%|██▋| 299/333 [05:27<00:38,  1.14s/it, loss=0.709, pair=0.012, adv=3.771, sprd=0.021]
Ep 025/60 [S2:+mat]:  90%|██▋| 300/333 [05:27<00:36,  1.11s/it, loss=0.709, pair=0.012, adv=3.771, sprd=0.021]
Ep 025/60 [S2:+mat]:  90%|██▋| 300/333 [05:29<00:36,  1.11s/it, loss=0.750, pair=0.021, adv=3.915, sprd=0.028]
Ep 025/60 [S2:+mat]:  90%|██▋| 301/333 [05:29<00:37,  1.16s/it, loss=0.750, pair=0.021, adv=3.915, sprd=0.028]
Ep 025/60 [S2:+mat]:  90%|██▋| 301/333 [05:30<00:37,  1.16s/it, loss=0.702, pair=0.005, adv=3.586, sprd=0.020]
Ep 025/60 [S2:+mat]:  91%|██▋| 302/333 [05:30<00:33,  1.10s/it, loss=0.702, pair=0.005, adv=3.586, sprd=0.020]
Ep 025/60 [S2:+mat]:  91%|██▋| 302/333 [05:31<00:33,  1.10s/it, loss=0.731, pair=0.007, adv=3.477, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 303/333 [05:31<00:34,  1.15s/it, loss=0.731, pair=0.007, adv=3.477, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 303/333 [05:32<00:34,  1.15s/it, loss=0.731, pair=0.003, adv=3.902, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 304/333 [05:32<00:32,  1.12s/it, loss=0.731, pair=0.003, adv=3.902, sprd=0.026]
Ep 025/60 [S2:+mat]:  91%|██▋| 304/333 [05:33<00:32,  1.12s/it, loss=0.822, pair=0.045, adv=3.796, sprd=0.026]
Ep 025/60 [S2:+mat]:  92%|██▋| 305/333 [05:33<00:31,  1.14s/it, loss=0.822, pair=0.045, adv=3.796, sprd=0.026]
Ep 025/60 [S2:+mat]:  92%|██▋| 305/333 [05:34<00:31,  1.14s/it, loss=0.715, pair=0.004, adv=3.600, sprd=0.022]
Ep 025/60 [S2:+mat]:  92%|██▊| 306/333 [05:34<00:29,  1.09s/it, loss=0.715, pair=0.004, adv=3.600, sprd=0.022]
Ep 025/60 [S2:+mat]:  92%|██▊| 306/333 [05:35<00:29,  1.09s/it, loss=0.769, pair=0.048, adv=3.693, sprd=0.029]
Ep 025/60 [S2:+mat]:  92%|██▊| 307/333 [05:35<00:30,  1.16s/it, loss=0.769, pair=0.048, adv=3.693, sprd=0.029]
Ep 025/60 [S2:+mat]:  92%|██▊| 307/333 [05:36<00:30,  1.16s/it, loss=0.740, pair=0.011, adv=3.758, sprd=0.027]
Ep 025/60 [S2:+mat]:  92%|██▊| 308/333 [05:36<00:28,  1.12s/it, loss=0.740, pair=0.011, adv=3.758, sprd=0.027]
Ep 025/60 [S2:+mat]:  92%|██▊| 308/333 [05:38<00:28,  1.12s/it, loss=0.702, pair=0.008, adv=3.693, sprd=0.016]
Ep 025/60 [S2:+mat]:  93%|██▊| 309/333 [05:38<00:27,  1.14s/it, loss=0.702, pair=0.008, adv=3.693, sprd=0.016]
Ep 025/60 [S2:+mat]:  93%|██▊| 309/333 [05:39<00:27,  1.14s/it, loss=0.711, pair=0.020, adv=3.580, sprd=0.020]
Ep 025/60 [S2:+mat]:  93%|██▊| 310/333 [05:39<00:25,  1.10s/it, loss=0.711, pair=0.020, adv=3.580, sprd=0.020]
Ep 025/60 [S2:+mat]:  93%|██▊| 310/333 [05:40<00:25,  1.10s/it, loss=0.792, pair=0.007, adv=3.655, sprd=0.019]
Ep 025/60 [S2:+mat]:  93%|██▊| 311/333 [05:40<00:24,  1.11s/it, loss=0.792, pair=0.007, adv=3.655, sprd=0.019]
Ep 025/60 [S2:+mat]:  93%|██▊| 311/333 [05:41<00:24,  1.11s/it, loss=0.712, pair=0.022, adv=3.863, sprd=0.021]
Ep 025/60 [S2:+mat]:  94%|██▊| 312/333 [05:41<00:22,  1.07s/it, loss=0.712, pair=0.022, adv=3.863, sprd=0.021]
Ep 025/60 [S2:+mat]:  94%|██▊| 312/333 [05:42<00:22,  1.07s/it, loss=0.713, pair=0.004, adv=3.822, sprd=0.019]
Ep 025/60 [S2:+mat]:  94%|██▊| 313/333 [05:42<00:22,  1.13s/it, loss=0.713, pair=0.004, adv=3.822, sprd=0.019]
Ep 025/60 [S2:+mat]:  94%|██▊| 313/333 [05:43<00:22,  1.13s/it, loss=0.726, pair=0.000, adv=3.836, sprd=0.024]
Ep 025/60 [S2:+mat]:  94%|██▊| 314/333 [05:43<00:20,  1.10s/it, loss=0.726, pair=0.000, adv=3.836, sprd=0.024]
Ep 025/60 [S2:+mat]:  94%|██▊| 314/333 [05:44<00:20,  1.10s/it, loss=1.286, pair=1.769, adv=3.374, sprd=0.030]
Ep 025/60 [S2:+mat]:  95%|██▊| 315/333 [05:44<00:20,  1.15s/it, loss=1.286, pair=1.769, adv=3.374, sprd=0.030]
Ep 025/60 [S2:+mat]:  95%|██▊| 315/333 [05:45<00:20,  1.15s/it, loss=0.723, pair=0.014, adv=3.386, sprd=0.023]
Ep 025/60 [S2:+mat]:  95%|██▊| 316/333 [05:45<00:18,  1.09s/it, loss=0.723, pair=0.014, adv=3.386, sprd=0.023]
Ep 025/60 [S2:+mat]:  95%|██▊| 316/333 [05:47<00:18,  1.09s/it, loss=0.705, pair=0.006, adv=3.568, sprd=0.018]
Ep 025/60 [S2:+mat]:  95%|██▊| 317/333 [05:47<00:18,  1.14s/it, loss=0.705, pair=0.006, adv=3.568, sprd=0.018]
Ep 025/60 [S2:+mat]:  95%|██▊| 317/333 [05:47<00:18,  1.14s/it, loss=0.729, pair=0.013, adv=3.786, sprd=0.025]
Ep 025/60 [S2:+mat]:  95%|██▊| 318/333 [05:47<00:16,  1.07s/it, loss=0.729, pair=0.013, adv=3.786, sprd=0.025]
Ep 025/60 [S2:+mat]:  95%|██▊| 318/333 [05:49<00:16,  1.07s/it, loss=0.722, pair=0.009, adv=3.355, sprd=0.019]
Ep 025/60 [S2:+mat]:  96%|██▊| 319/333 [05:49<00:14,  1.07s/it, loss=0.722, pair=0.009, adv=3.355, sprd=0.019]
Ep 025/60 [S2:+mat]:  96%|██▊| 319/333 [05:50<00:14,  1.07s/it, loss=0.765, pair=0.006, adv=3.712, sprd=0.023]
Ep 025/60 [S2:+mat]:  96%|██▉| 320/333 [05:50<00:13,  1.06s/it, loss=0.765, pair=0.006, adv=3.712, sprd=0.023]
Ep 025/60 [S2:+mat]:  96%|██▉| 320/333 [05:51<00:13,  1.06s/it, loss=0.733, pair=0.010, adv=3.448, sprd=0.024]
Ep 025/60 [S2:+mat]:  96%|██▉| 321/333 [05:51<00:13,  1.14s/it, loss=0.733, pair=0.010, adv=3.448, sprd=0.024]
Ep 025/60 [S2:+mat]:  96%|██▉| 321/333 [05:52<00:13,  1.14s/it, loss=0.767, pair=0.021, adv=3.416, sprd=0.033]
Ep 025/60 [S2:+mat]:  97%|██▉| 322/333 [05:52<00:12,  1.12s/it, loss=0.767, pair=0.021, adv=3.416, sprd=0.033]
Ep 025/60 [S2:+mat]:  97%|██▉| 322/333 [05:53<00:12,  1.12s/it, loss=0.734, pair=0.008, adv=3.795, sprd=0.021]
Ep 025/60 [S2:+mat]:  97%|██▉| 323/333 [05:53<00:11,  1.17s/it, loss=0.734, pair=0.008, adv=3.795, sprd=0.021]
Ep 025/60 [S2:+mat]:  97%|██▉| 323/333 [05:54<00:11,  1.17s/it, loss=0.736, pair=0.023, adv=3.282, sprd=0.029]
Ep 025/60 [S2:+mat]:  97%|██▉| 324/333 [05:54<00:10,  1.13s/it, loss=0.736, pair=0.023, adv=3.282, sprd=0.029]
Ep 025/60 [S2:+mat]:  97%|██▉| 324/333 [05:55<00:10,  1.13s/it, loss=0.723, pair=0.018, adv=3.326, sprd=0.023]
Ep 025/60 [S2:+mat]:  98%|██▉| 325/333 [05:55<00:09,  1.15s/it, loss=0.723, pair=0.018, adv=3.326, sprd=0.023]
Ep 025/60 [S2:+mat]:  98%|██▉| 325/333 [05:56<00:09,  1.15s/it, loss=0.725, pair=0.008, adv=3.624, sprd=0.024]
Ep 025/60 [S2:+mat]:  98%|██▉| 326/333 [05:56<00:07,  1.09s/it, loss=0.725, pair=0.008, adv=3.624, sprd=0.024]
Ep 025/60 [S2:+mat]:  98%|██▉| 326/333 [05:58<00:07,  1.09s/it, loss=0.743, pair=0.004, adv=3.641, sprd=0.029]
Ep 025/60 [S2:+mat]:  98%|██▉| 327/333 [05:58<00:06,  1.16s/it, loss=0.743, pair=0.004, adv=3.641, sprd=0.029]
Ep 025/60 [S2:+mat]:  98%|██▉| 327/333 [05:59<00:06,  1.16s/it, loss=0.732, pair=0.004, adv=3.490, sprd=0.026]
Ep 025/60 [S2:+mat]:  98%|██▉| 328/333 [05:59<00:05,  1.12s/it, loss=0.732, pair=0.004, adv=3.490, sprd=0.026]
Ep 025/60 [S2:+mat]:  98%|██▉| 328/333 [06:00<00:05,  1.12s/it, loss=0.724, pair=0.017, adv=3.731, sprd=0.022]
Ep 025/60 [S2:+mat]:  99%|██▉| 329/333 [06:00<00:04,  1.19s/it, loss=0.724, pair=0.017, adv=3.731, sprd=0.022]
Ep 025/60 [S2:+mat]:  99%|██▉| 329/333 [06:01<00:04,  1.19s/it, loss=0.704, pair=0.009, adv=3.543, sprd=0.020]
Ep 025/60 [S2:+mat]:  99%|██▉| 330/333 [06:01<00:03,  1.13s/it, loss=0.704, pair=0.009, adv=3.543, sprd=0.020]
Ep 025/60 [S2:+mat]:  99%|██▉| 330/333 [06:02<00:03,  1.13s/it, loss=0.730, pair=0.003, adv=3.811, sprd=0.025]
Ep 025/60 [S2:+mat]:  99%|██▉| 331/333 [06:02<00:02,  1.15s/it, loss=0.730, pair=0.003, adv=3.811, sprd=0.025]
Ep 025/60 [S2:+mat]:  99%|██▉| 331/333 [06:03<00:02,  1.15s/it, loss=0.718, pair=0.013, adv=3.736, sprd=0.023]
Ep 025/60 [S2:+mat]: 100%|██▉| 332/333 [06:03<00:01,  1.11s/it, loss=0.718, pair=0.013, adv=3.736, sprd=0.023]
Ep 025/60 [S2:+mat]: 100%|██▉| 332/333 [06:05<00:01,  1.11s/it, loss=0.835, pair=0.033, adv=3.556, sprd=0.028]
Ep 025/60 [S2:+mat]: 100%|███| 333/333 [06:05<00:00,  1.16s/it, loss=0.835, pair=0.033, adv=3.556, sprd=0.028]
                                                                                                              
Epoch 025/60 [S2:+mat]  loss=0.7372  mat=0.3244  sens=1.0451  pair=0.0388  adv=3.5837(rand=3.37)  deg=0.0093  orth=0.0063  spread=0.0233  q_mean=50.8  q_std=16.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.72e-05  365s

Ep 026/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 026/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.743, pair=0.004, adv=3.488, sprd=0.026]
Ep 026/60 [S2:+mat]:   0%|     | 1/333 [00:01<09:14,  1.67s/it, loss=0.743, pair=0.004, adv=3.488, sprd=0.026]
Ep 026/60 [S2:+mat]:   0%|     | 1/333 [00:02<09:14,  1.67s/it, loss=0.706, pair=0.010, adv=3.459, sprd=0.021]
Ep 026/60 [S2:+mat]:   1%|     | 2/333 [00:02<07:03,  1.28s/it, loss=0.706, pair=0.010, adv=3.459, sprd=0.021]
Ep 026/60 [S2:+mat]:   1%|     | 2/333 [00:03<07:03,  1.28s/it, loss=0.714, pair=0.001, adv=3.476, sprd=0.021]
Ep 026/60 [S2:+mat]:   1%|     | 3/333 [00:03<06:55,  1.26s/it, loss=0.714, pair=0.001, adv=3.476, sprd=0.021]
Ep 026/60 [S2:+mat]:   1%|     | 3/333 [00:05<06:55,  1.26s/it, loss=0.752, pair=0.016, adv=3.625, sprd=0.031]
Ep 026/60 [S2:+mat]:   1%|     | 4/333 [00:05<06:32,  1.19s/it, loss=0.752, pair=0.016, adv=3.625, sprd=0.031]
Ep 026/60 [S2:+mat]:   1%|     | 4/333 [00:06<06:32,  1.19s/it, loss=0.732, pair=0.014, adv=3.356, sprd=0.026]
Ep 026/60 [S2:+mat]:   2%|     | 5/333 [00:06<06:40,  1.22s/it, loss=0.732, pair=0.014, adv=3.356, sprd=0.026]
Ep 026/60 [S2:+mat]:   2%|     | 5/333 [00:07<06:40,  1.22s/it, loss=0.736, pair=0.013, adv=3.591, sprd=0.027]
Ep 026/60 [S2:+mat]:   2%|     | 6/333 [00:07<06:17,  1.15s/it, loss=0.736, pair=0.013, adv=3.591, sprd=0.027]
Ep 026/60 [S2:+mat]:   2%|     | 6/333 [00:08<06:17,  1.15s/it, loss=0.713, pair=0.007, adv=3.644, sprd=0.020]
Ep 026/60 [S2:+mat]:   2%|     | 7/333 [00:08<06:18,  1.16s/it, loss=0.713, pair=0.007, adv=3.644, sprd=0.020]
Ep 026/60 [S2:+mat]:   2%|     | 7/333 [00:09<06:18,  1.16s/it, loss=0.713, pair=0.006, adv=3.622, sprd=0.021]
Ep 026/60 [S2:+mat]:   2%|     | 8/333 [00:09<05:58,  1.10s/it, loss=0.713, pair=0.006, adv=3.622, sprd=0.021]
Ep 026/60 [S2:+mat]:   2%|     | 8/333 [00:10<05:58,  1.10s/it, loss=0.723, pair=0.015, adv=3.477, sprd=0.022]
Ep 026/60 [S2:+mat]:   3%|▏    | 9/333 [00:10<06:11,  1.15s/it, loss=0.723, pair=0.015, adv=3.477, sprd=0.022]
Ep 026/60 [S2:+mat]:   3%|▏    | 9/333 [00:11<06:11,  1.15s/it, loss=0.700, pair=0.006, adv=3.612, sprd=0.019]
Ep 026/60 [S2:+mat]:   3%|    | 10/333 [00:11<05:23,  1.00s/it, loss=0.700, pair=0.006, adv=3.612, sprd=0.019]
Ep 026/60 [S2:+mat]:   3%|    | 10/333 [00:12<05:23,  1.00s/it, loss=1.174, pair=1.530, adv=3.727, sprd=0.019]
Ep 026/60 [S2:+mat]:   3%|▏   | 11/333 [00:12<05:36,  1.04s/it, loss=1.174, pair=1.530, adv=3.727, sprd=0.019]
Ep 026/60 [S2:+mat]:   3%|▏   | 11/333 [00:13<05:36,  1.04s/it, loss=0.711, pair=0.014, adv=3.909, sprd=0.021]
Ep 026/60 [S2:+mat]:   4%|▏   | 12/333 [00:13<05:20,  1.00it/s, loss=0.711, pair=0.014, adv=3.909, sprd=0.021]
Ep 026/60 [S2:+mat]:   4%|▏   | 12/333 [00:14<05:20,  1.00it/s, loss=0.731, pair=0.023, adv=3.572, sprd=0.024]
Ep 026/60 [S2:+mat]:   4%|▏   | 13/333 [00:14<05:56,  1.11s/it, loss=0.731, pair=0.023, adv=3.572, sprd=0.024]
Ep 026/60 [S2:+mat]:   4%|▏   | 13/333 [00:15<05:56,  1.11s/it, loss=0.768, pair=0.078, adv=3.378, sprd=0.031]
Ep 026/60 [S2:+mat]:   4%|▏   | 14/333 [00:15<06:01,  1.13s/it, loss=0.768, pair=0.078, adv=3.378, sprd=0.031]
Ep 026/60 [S2:+mat]:   4%|▏   | 14/333 [00:17<06:01,  1.13s/it, loss=0.728, pair=0.011, adv=3.881, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 15/333 [00:17<06:28,  1.22s/it, loss=0.728, pair=0.011, adv=3.881, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 15/333 [00:18<06:28,  1.22s/it, loss=0.727, pair=0.014, adv=3.810, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 16/333 [00:18<06:18,  1.20s/it, loss=0.727, pair=0.014, adv=3.810, sprd=0.024]
Ep 026/60 [S2:+mat]:   5%|▏   | 16/333 [00:19<06:18,  1.20s/it, loss=0.748, pair=0.027, adv=3.457, sprd=0.028]
Ep 026/60 [S2:+mat]:   5%|▏   | 17/333 [00:19<06:42,  1.27s/it, loss=0.748, pair=0.027, adv=3.457, sprd=0.028]
Ep 026/60 [S2:+mat]:   5%|▏   | 17/333 [00:21<06:42,  1.27s/it, loss=0.741, pair=0.019, adv=3.706, sprd=0.022]
Ep 026/60 [S2:+mat]:   5%|▏   | 18/333 [00:21<06:28,  1.23s/it, loss=0.741, pair=0.019, adv=3.706, sprd=0.022]
Ep 026/60 [S2:+mat]:   5%|▏   | 18/333 [00:22<06:28,  1.23s/it, loss=0.723, pair=0.016, adv=3.590, sprd=0.021]
Ep 026/60 [S2:+mat]:   6%|▏   | 19/333 [00:22<06:57,  1.33s/it, loss=0.723, pair=0.016, adv=3.590, sprd=0.021]
Ep 026/60 [S2:+mat]:   6%|▏   | 19/333 [00:23<06:57,  1.33s/it, loss=0.726, pair=0.018, adv=3.718, sprd=0.025]
Ep 026/60 [S2:+mat]:   6%|▏   | 20/333 [00:23<06:30,  1.25s/it, loss=0.726, pair=0.018, adv=3.718, sprd=0.025]
Ep 026/60 [S2:+mat]:   6%|▏   | 20/333 [00:25<06:30,  1.25s/it, loss=0.728, pair=0.008, adv=3.807, sprd=0.023]
Ep 026/60 [S2:+mat]:   6%|▎   | 21/333 [00:25<06:51,  1.32s/it, loss=0.728, pair=0.008, adv=3.807, sprd=0.023]
Ep 026/60 [S2:+mat]:   6%|▎   | 21/333 [00:26<06:51,  1.32s/it, loss=0.706, pair=0.006, adv=3.733, sprd=0.018]
Ep 026/60 [S2:+mat]:   7%|▎   | 22/333 [00:26<06:27,  1.25s/it, loss=0.706, pair=0.006, adv=3.733, sprd=0.018]
Ep 026/60 [S2:+mat]:   7%|▎   | 22/333 [00:27<06:27,  1.25s/it, loss=0.754, pair=0.014, adv=3.802, sprd=0.030]
Ep 026/60 [S2:+mat]:   7%|▎   | 23/333 [00:27<06:36,  1.28s/it, loss=0.754, pair=0.014, adv=3.802, sprd=0.030]
Ep 026/60 [S2:+mat]:   7%|▎   | 23/333 [00:28<06:36,  1.28s/it, loss=0.715, pair=0.004, adv=3.711, sprd=0.022]
Ep 026/60 [S2:+mat]:   7%|▎   | 24/333 [00:28<06:19,  1.23s/it, loss=0.715, pair=0.004, adv=3.711, sprd=0.022]
Ep 026/60 [S2:+mat]:   7%|▎   | 24/333 [00:30<06:19,  1.23s/it, loss=0.741, pair=0.018, adv=3.628, sprd=0.022]
Ep 026/60 [S2:+mat]:   8%|▎   | 25/333 [00:30<06:38,  1.30s/it, loss=0.741, pair=0.018, adv=3.628, sprd=0.022]
Ep 026/60 [S2:+mat]:   8%|▎   | 25/333 [00:31<06:38,  1.30s/it, loss=0.725, pair=0.020, adv=3.303, sprd=0.025]
Ep 026/60 [S2:+mat]:   8%|▎   | 26/333 [00:31<06:26,  1.26s/it, loss=0.725, pair=0.020, adv=3.303, sprd=0.025]
Ep 026/60 [S2:+mat]:   8%|▎   | 26/333 [00:32<06:26,  1.26s/it, loss=0.921, pair=0.019, adv=3.888, sprd=0.026]
Ep 026/60 [S2:+mat]:   8%|▎   | 27/333 [00:32<06:38,  1.30s/it, loss=0.921, pair=0.019, adv=3.888, sprd=0.026]
Ep 026/60 [S2:+mat]:   8%|▎   | 27/333 [00:33<06:38,  1.30s/it, loss=0.709, pair=0.027, adv=3.728, sprd=0.019]
Ep 026/60 [S2:+mat]:   8%|▎   | 28/333 [00:33<06:12,  1.22s/it, loss=0.709, pair=0.027, adv=3.728, sprd=0.019]
Ep 026/60 [S2:+mat]:   8%|▎   | 28/333 [00:35<06:12,  1.22s/it, loss=0.739, pair=0.022, adv=3.820, sprd=0.026]
Ep 026/60 [S2:+mat]:   9%|▎   | 29/333 [00:35<06:32,  1.29s/it, loss=0.739, pair=0.022, adv=3.820, sprd=0.026]
Ep 026/60 [S2:+mat]:   9%|▎   | 29/333 [00:36<06:32,  1.29s/it, loss=0.699, pair=0.017, adv=3.767, sprd=0.019]
Ep 026/60 [S2:+mat]:   9%|▎   | 30/333 [00:36<06:09,  1.22s/it, loss=0.699, pair=0.017, adv=3.767, sprd=0.019]
Ep 026/60 [S2:+mat]:   9%|▎   | 30/333 [00:37<06:09,  1.22s/it, loss=0.735, pair=0.040, adv=3.482, sprd=0.022]
Ep 026/60 [S2:+mat]:   9%|▎   | 31/333 [00:37<06:20,  1.26s/it, loss=0.735, pair=0.040, adv=3.482, sprd=0.022]
Ep 026/60 [S2:+mat]:   9%|▎   | 31/333 [00:38<06:20,  1.26s/it, loss=0.686, pair=0.030, adv=3.303, sprd=0.015]
Ep 026/60 [S2:+mat]:  10%|▍   | 32/333 [00:38<06:02,  1.20s/it, loss=0.686, pair=0.030, adv=3.303, sprd=0.015]
Ep 026/60 [S2:+mat]:  10%|▍   | 32/333 [00:40<06:02,  1.20s/it, loss=0.728, pair=0.024, adv=3.580, sprd=0.024]
Ep 026/60 [S2:+mat]:  10%|▍   | 33/333 [00:40<06:18,  1.26s/it, loss=0.728, pair=0.024, adv=3.580, sprd=0.024]
Ep 026/60 [S2:+mat]:  10%|▍   | 33/333 [00:41<06:18,  1.26s/it, loss=0.735, pair=0.012, adv=3.486, sprd=0.027]
Ep 026/60 [S2:+mat]:  10%|▍   | 34/333 [00:41<06:09,  1.24s/it, loss=0.735, pair=0.012, adv=3.486, sprd=0.027]
Ep 026/60 [S2:+mat]:  10%|▍   | 34/333 [00:42<06:09,  1.24s/it, loss=0.735, pair=0.003, adv=3.559, sprd=0.026]
Ep 026/60 [S2:+mat]:  11%|▍   | 35/333 [00:42<06:35,  1.33s/it, loss=0.735, pair=0.003, adv=3.559, sprd=0.026]
Ep 026/60 [S2:+mat]:  11%|▍   | 35/333 [00:43<06:35,  1.33s/it, loss=0.718, pair=0.019, adv=3.572, sprd=0.021]
Ep 026/60 [S2:+mat]:  11%|▍   | 36/333 [00:43<06:16,  1.27s/it, loss=0.718, pair=0.019, adv=3.572, sprd=0.021]
Ep 026/60 [S2:+mat]:  11%|▍   | 36/333 [00:45<06:16,  1.27s/it, loss=0.726, pair=0.024, adv=3.725, sprd=0.023]
Ep 026/60 [S2:+mat]:  11%|▍   | 37/333 [00:45<06:34,  1.33s/it, loss=0.726, pair=0.024, adv=3.725, sprd=0.023]
Ep 026/60 [S2:+mat]:  11%|▍   | 37/333 [00:46<06:34,  1.33s/it, loss=0.711, pair=0.018, adv=3.299, sprd=0.020]
Ep 026/60 [S2:+mat]:  11%|▍   | 38/333 [00:46<06:15,  1.27s/it, loss=0.711, pair=0.018, adv=3.299, sprd=0.020]
Ep 026/60 [S2:+mat]:  11%|▍   | 38/333 [00:47<06:15,  1.27s/it, loss=0.715, pair=0.005, adv=3.362, sprd=0.019]
Ep 026/60 [S2:+mat]:  12%|▍   | 39/333 [00:47<06:02,  1.23s/it, loss=0.715, pair=0.005, adv=3.362, sprd=0.019]
Ep 026/60 [S2:+mat]:  12%|▍   | 39/333 [00:48<06:02,  1.23s/it, loss=0.745, pair=0.004, adv=3.831, sprd=0.021]
Ep 026/60 [S2:+mat]:  12%|▍   | 40/333 [00:48<05:51,  1.20s/it, loss=0.745, pair=0.004, adv=3.831, sprd=0.021]
Ep 026/60 [S2:+mat]:  12%|▍   | 40/333 [00:50<05:51,  1.20s/it, loss=0.747, pair=0.017, adv=3.945, sprd=0.029]
Ep 026/60 [S2:+mat]:  12%|▍   | 41/333 [00:50<06:19,  1.30s/it, loss=0.747, pair=0.017, adv=3.945, sprd=0.029]
Ep 026/60 [S2:+mat]:  12%|▍   | 41/333 [00:51<06:19,  1.30s/it, loss=0.734, pair=0.012, adv=3.505, sprd=0.027]
Ep 026/60 [S2:+mat]:  13%|▌   | 42/333 [00:51<06:07,  1.26s/it, loss=0.734, pair=0.012, adv=3.505, sprd=0.027]
Ep 026/60 [S2:+mat]:  13%|▌   | 42/333 [00:52<06:07,  1.26s/it, loss=0.826, pair=0.006, adv=3.397, sprd=0.029]
Ep 026/60 [S2:+mat]:  13%|▌   | 43/333 [00:52<06:15,  1.30s/it, loss=0.826, pair=0.006, adv=3.397, sprd=0.029]
Ep 026/60 [S2:+mat]:  13%|▌   | 43/333 [00:54<06:15,  1.30s/it, loss=0.716, pair=0.007, adv=3.303, sprd=0.022]
Ep 026/60 [S2:+mat]:  13%|▌   | 44/333 [00:54<06:02,  1.25s/it, loss=0.716, pair=0.007, adv=3.303, sprd=0.022]
Ep 026/60 [S2:+mat]:  13%|▌   | 44/333 [00:55<06:02,  1.25s/it, loss=0.712, pair=0.008, adv=3.267, sprd=0.020]
Ep 026/60 [S2:+mat]:  14%|▌   | 45/333 [00:55<06:02,  1.26s/it, loss=0.712, pair=0.008, adv=3.267, sprd=0.020]
Ep 026/60 [S2:+mat]:  14%|▌   | 45/333 [00:56<06:02,  1.26s/it, loss=0.726, pair=0.005, adv=3.652, sprd=0.024]
Ep 026/60 [S2:+mat]:  14%|▌   | 46/333 [00:56<05:54,  1.24s/it, loss=0.726, pair=0.005, adv=3.652, sprd=0.024]
Ep 026/60 [S2:+mat]:  14%|▌   | 46/333 [00:58<05:54,  1.24s/it, loss=0.726, pair=0.003, adv=3.834, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 47/333 [00:58<06:18,  1.33s/it, loss=0.726, pair=0.003, adv=3.834, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 47/333 [00:59<06:18,  1.33s/it, loss=0.726, pair=0.001, adv=3.449, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 48/333 [00:59<06:07,  1.29s/it, loss=0.726, pair=0.001, adv=3.449, sprd=0.026]
Ep 026/60 [S2:+mat]:  14%|▌   | 48/333 [01:00<06:07,  1.29s/it, loss=0.750, pair=0.007, adv=3.523, sprd=0.030]
Ep 026/60 [S2:+mat]:  15%|▌   | 49/333 [01:00<06:17,  1.33s/it, loss=0.750, pair=0.007, adv=3.523, sprd=0.030]
Ep 026/60 [S2:+mat]:  15%|▌   | 49/333 [01:01<06:17,  1.33s/it, loss=0.710, pair=0.009, adv=3.395, sprd=0.021]
Ep 026/60 [S2:+mat]:  15%|▌   | 50/333 [01:01<05:59,  1.27s/it, loss=0.710, pair=0.009, adv=3.395, sprd=0.021]
Ep 026/60 [S2:+mat]:  15%|▌   | 50/333 [01:03<05:59,  1.27s/it, loss=0.740, pair=0.023, adv=3.817, sprd=0.024]
Ep 026/60 [S2:+mat]:  15%|▌   | 51/333 [01:03<06:15,  1.33s/it, loss=0.740, pair=0.023, adv=3.817, sprd=0.024]
Ep 026/60 [S2:+mat]:  15%|▌   | 51/333 [01:04<06:15,  1.33s/it, loss=0.728, pair=0.005, adv=3.640, sprd=0.023]
Ep 026/60 [S2:+mat]:  16%|▌   | 52/333 [01:04<06:02,  1.29s/it, loss=0.728, pair=0.005, adv=3.640, sprd=0.023]
Ep 026/60 [S2:+mat]:  16%|▌   | 52/333 [01:05<06:02,  1.29s/it, loss=0.756, pair=0.008, adv=3.760, sprd=0.030]
Ep 026/60 [S2:+mat]:  16%|▋   | 53/333 [01:05<06:12,  1.33s/it, loss=0.756, pair=0.008, adv=3.760, sprd=0.030]
Ep 026/60 [S2:+mat]:  16%|▋   | 53/333 [01:07<06:12,  1.33s/it, loss=0.711, pair=0.006, adv=3.745, sprd=0.019]
Ep 026/60 [S2:+mat]:  16%|▋   | 54/333 [01:07<05:53,  1.27s/it, loss=0.711, pair=0.006, adv=3.745, sprd=0.019]
Ep 026/60 [S2:+mat]:  16%|▋   | 54/333 [01:08<05:53,  1.27s/it, loss=0.707, pair=0.009, adv=3.510, sprd=0.020]
Ep 026/60 [S2:+mat]:  17%|▋   | 55/333 [01:08<05:55,  1.28s/it, loss=0.707, pair=0.009, adv=3.510, sprd=0.020]
Ep 026/60 [S2:+mat]:  17%|▋   | 55/333 [01:09<05:55,  1.28s/it, loss=0.727, pair=0.001, adv=3.497, sprd=0.019]
Ep 026/60 [S2:+mat]:  17%|▋   | 56/333 [01:09<05:40,  1.23s/it, loss=0.727, pair=0.001, adv=3.497, sprd=0.019]
Ep 026/60 [S2:+mat]:  17%|▋   | 56/333 [01:11<05:40,  1.23s/it, loss=0.715, pair=0.002, adv=3.510, sprd=0.021]
Ep 026/60 [S2:+mat]:  17%|▋   | 57/333 [01:11<06:02,  1.31s/it, loss=0.715, pair=0.002, adv=3.510, sprd=0.021]
Ep 026/60 [S2:+mat]:  17%|▋   | 57/333 [01:12<06:02,  1.31s/it, loss=0.731, pair=0.007, adv=3.454, sprd=0.026]
Ep 026/60 [S2:+mat]:  17%|▋   | 58/333 [01:12<05:39,  1.24s/it, loss=0.731, pair=0.007, adv=3.454, sprd=0.026]
Ep 026/60 [S2:+mat]:  17%|▋   | 58/333 [01:13<05:39,  1.24s/it, loss=0.746, pair=0.011, adv=3.325, sprd=0.029]
Ep 026/60 [S2:+mat]:  18%|▋   | 59/333 [01:13<05:45,  1.26s/it, loss=0.746, pair=0.011, adv=3.325, sprd=0.029]
Ep 026/60 [S2:+mat]:  18%|▋   | 59/333 [01:14<05:45,  1.26s/it, loss=0.718, pair=0.028, adv=3.485, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 60/333 [01:14<05:35,  1.23s/it, loss=0.718, pair=0.028, adv=3.485, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 60/333 [01:15<05:35,  1.23s/it, loss=0.724, pair=0.006, adv=3.503, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 61/333 [01:15<05:53,  1.30s/it, loss=0.724, pair=0.006, adv=3.503, sprd=0.021]
Ep 026/60 [S2:+mat]:  18%|▋   | 61/333 [01:17<05:53,  1.30s/it, loss=0.720, pair=0.009, adv=3.447, sprd=0.024]
Ep 026/60 [S2:+mat]:  19%|▋   | 62/333 [01:17<05:37,  1.25s/it, loss=0.720, pair=0.009, adv=3.447, sprd=0.024]
Ep 026/60 [S2:+mat]:  19%|▋   | 62/333 [01:18<05:37,  1.25s/it, loss=0.719, pair=0.006, adv=3.450, sprd=0.023]
Ep 026/60 [S2:+mat]:  19%|▊   | 63/333 [01:18<05:47,  1.29s/it, loss=0.719, pair=0.006, adv=3.450, sprd=0.023]
Ep 026/60 [S2:+mat]:  19%|▊   | 63/333 [01:19<05:47,  1.29s/it, loss=0.732, pair=0.014, adv=3.919, sprd=0.026]
Ep 026/60 [S2:+mat]:  19%|▊   | 64/333 [01:19<05:40,  1.26s/it, loss=0.732, pair=0.014, adv=3.919, sprd=0.026]
Ep 026/60 [S2:+mat]:  19%|▊   | 64/333 [01:21<05:40,  1.26s/it, loss=0.706, pair=0.006, adv=3.068, sprd=0.022]
Ep 026/60 [S2:+mat]:  20%|▊   | 65/333 [01:21<05:45,  1.29s/it, loss=0.706, pair=0.006, adv=3.068, sprd=0.022]
Ep 026/60 [S2:+mat]:  20%|▊   | 65/333 [01:22<05:45,  1.29s/it, loss=0.726, pair=0.011, adv=3.601, sprd=0.023]
Ep 026/60 [S2:+mat]:  20%|▊   | 66/333 [01:22<05:32,  1.25s/it, loss=0.726, pair=0.011, adv=3.601, sprd=0.023]
Ep 026/60 [S2:+mat]:  20%|▊   | 66/333 [01:23<05:32,  1.25s/it, loss=0.740, pair=0.007, adv=3.568, sprd=0.028]
Ep 026/60 [S2:+mat]:  20%|▊   | 67/333 [01:23<05:47,  1.31s/it, loss=0.740, pair=0.007, adv=3.568, sprd=0.028]
Ep 026/60 [S2:+mat]:  20%|▊   | 67/333 [01:24<05:47,  1.31s/it, loss=0.723, pair=0.012, adv=3.566, sprd=0.024]
Ep 026/60 [S2:+mat]:  20%|▊   | 68/333 [01:24<05:32,  1.26s/it, loss=0.723, pair=0.012, adv=3.566, sprd=0.024]
Ep 026/60 [S2:+mat]:  20%|▊   | 68/333 [01:26<05:32,  1.26s/it, loss=0.719, pair=0.014, adv=3.488, sprd=0.022]
Ep 026/60 [S2:+mat]:  21%|▊   | 69/333 [01:26<05:42,  1.30s/it, loss=0.719, pair=0.014, adv=3.488, sprd=0.022]
Ep 026/60 [S2:+mat]:  21%|▊   | 69/333 [01:27<05:42,  1.30s/it, loss=0.723, pair=0.004, adv=3.668, sprd=0.025]
Ep 026/60 [S2:+mat]:  21%|▊   | 70/333 [01:27<05:33,  1.27s/it, loss=0.723, pair=0.004, adv=3.668, sprd=0.025]
Ep 026/60 [S2:+mat]:  21%|▊   | 70/333 [01:28<05:33,  1.27s/it, loss=0.711, pair=0.015, adv=3.458, sprd=0.019]
Ep 026/60 [S2:+mat]:  21%|▊   | 71/333 [01:28<05:37,  1.29s/it, loss=0.711, pair=0.015, adv=3.458, sprd=0.019]
Ep 026/60 [S2:+mat]:  21%|▊   | 71/333 [01:29<05:37,  1.29s/it, loss=0.743, pair=0.033, adv=3.842, sprd=0.027]
Ep 026/60 [S2:+mat]:  22%|▊   | 72/333 [01:29<05:30,  1.27s/it, loss=0.743, pair=0.033, adv=3.842, sprd=0.027]
Ep 026/60 [S2:+mat]:  22%|▊   | 72/333 [01:31<05:30,  1.27s/it, loss=0.731, pair=0.006, adv=3.727, sprd=0.023]
Ep 026/60 [S2:+mat]:  22%|▉   | 73/333 [01:31<05:45,  1.33s/it, loss=0.731, pair=0.006, adv=3.727, sprd=0.023]
Ep 026/60 [S2:+mat]:  22%|▉   | 73/333 [01:32<05:45,  1.33s/it, loss=0.702, pair=0.032, adv=3.234, sprd=0.017]
Ep 026/60 [S2:+mat]:  22%|▉   | 74/333 [01:32<05:28,  1.27s/it, loss=0.702, pair=0.032, adv=3.234, sprd=0.017]
Ep 026/60 [S2:+mat]:  22%|▉   | 74/333 [01:33<05:28,  1.27s/it, loss=0.728, pair=0.000, adv=3.461, sprd=0.025]
Ep 026/60 [S2:+mat]:  23%|▉   | 75/333 [01:33<05:40,  1.32s/it, loss=0.728, pair=0.000, adv=3.461, sprd=0.025]
Ep 026/60 [S2:+mat]:  23%|▉   | 75/333 [01:35<05:40,  1.32s/it, loss=0.717, pair=0.001, adv=3.602, sprd=0.024]
Ep 026/60 [S2:+mat]:  23%|▉   | 76/333 [01:35<05:28,  1.28s/it, loss=0.717, pair=0.001, adv=3.602, sprd=0.024]
Ep 026/60 [S2:+mat]:  23%|▉   | 76/333 [01:36<05:28,  1.28s/it, loss=0.743, pair=0.046, adv=3.700, sprd=0.025]
Ep 026/60 [S2:+mat]:  23%|▉   | 77/333 [01:36<05:36,  1.31s/it, loss=0.743, pair=0.046, adv=3.700, sprd=0.025]
Ep 026/60 [S2:+mat]:  23%|▉   | 77/333 [01:37<05:36,  1.31s/it, loss=0.721, pair=0.009, adv=3.979, sprd=0.022]
Ep 026/60 [S2:+mat]:  23%|▉   | 78/333 [01:37<05:24,  1.27s/it, loss=0.721, pair=0.009, adv=3.979, sprd=0.022]
Ep 026/60 [S2:+mat]:  23%|▉   | 78/333 [01:39<05:24,  1.27s/it, loss=0.748, pair=0.015, adv=3.713, sprd=0.029]
Ep 026/60 [S2:+mat]:  24%|▉   | 79/333 [01:39<05:36,  1.33s/it, loss=0.748, pair=0.015, adv=3.713, sprd=0.029]
Ep 026/60 [S2:+mat]:  24%|▉   | 79/333 [01:40<05:36,  1.33s/it, loss=0.732, pair=0.037, adv=3.388, sprd=0.025]
Ep 026/60 [S2:+mat]:  24%|▉   | 80/333 [01:40<05:25,  1.29s/it, loss=0.732, pair=0.037, adv=3.388, sprd=0.025]
Ep 026/60 [S2:+mat]:  24%|▉   | 80/333 [01:41<05:25,  1.29s/it, loss=0.722, pair=0.006, adv=3.735, sprd=0.022]
Ep 026/60 [S2:+mat]:  24%|▉   | 81/333 [01:41<05:32,  1.32s/it, loss=0.722, pair=0.006, adv=3.735, sprd=0.022]
Ep 026/60 [S2:+mat]:  24%|▉   | 81/333 [01:42<05:32,  1.32s/it, loss=0.717, pair=0.020, adv=3.732, sprd=0.021]
Ep 026/60 [S2:+mat]:  25%|▉   | 82/333 [01:42<05:19,  1.27s/it, loss=0.717, pair=0.020, adv=3.732, sprd=0.021]
Ep 026/60 [S2:+mat]:  25%|▉   | 82/333 [01:44<05:19,  1.27s/it, loss=0.731, pair=0.019, adv=3.502, sprd=0.024]
Ep 026/60 [S2:+mat]:  25%|▉   | 83/333 [01:44<05:27,  1.31s/it, loss=0.731, pair=0.019, adv=3.502, sprd=0.024]
Ep 026/60 [S2:+mat]:  25%|▉   | 83/333 [01:45<05:27,  1.31s/it, loss=1.328, pair=2.049, adv=3.574, sprd=0.023]
Ep 026/60 [S2:+mat]:  25%|█   | 84/333 [01:45<05:14,  1.26s/it, loss=1.328, pair=2.049, adv=3.574, sprd=0.023]
Ep 026/60 [S2:+mat]:  25%|█   | 84/333 [01:46<05:14,  1.26s/it, loss=0.710, pair=0.053, adv=3.500, sprd=0.017]
Ep 026/60 [S2:+mat]:  26%|█   | 85/333 [01:46<05:27,  1.32s/it, loss=0.710, pair=0.053, adv=3.500, sprd=0.017]
Ep 026/60 [S2:+mat]:  26%|█   | 85/333 [01:48<05:27,  1.32s/it, loss=0.717, pair=0.003, adv=3.425, sprd=0.022]
Ep 026/60 [S2:+mat]:  26%|█   | 86/333 [01:48<05:14,  1.27s/it, loss=0.717, pair=0.003, adv=3.425, sprd=0.022]
Ep 026/60 [S2:+mat]:  26%|█   | 86/333 [01:49<05:14,  1.27s/it, loss=0.712, pair=0.001, adv=3.609, sprd=0.020]
Ep 026/60 [S2:+mat]:  26%|█   | 87/333 [01:49<05:14,  1.28s/it, loss=0.712, pair=0.001, adv=3.609, sprd=0.020]
Ep 026/60 [S2:+mat]:  26%|█   | 87/333 [01:50<05:14,  1.28s/it, loss=0.715, pair=0.039, adv=3.556, sprd=0.019]
Ep 026/60 [S2:+mat]:  26%|█   | 88/333 [01:50<05:02,  1.23s/it, loss=0.715, pair=0.039, adv=3.556, sprd=0.019]
Ep 026/60 [S2:+mat]:  26%|█   | 88/333 [01:51<05:02,  1.23s/it, loss=0.722, pair=0.019, adv=3.438, sprd=0.023]
Ep 026/60 [S2:+mat]:  27%|█   | 89/333 [01:51<05:16,  1.30s/it, loss=0.722, pair=0.019, adv=3.438, sprd=0.023]
Ep 026/60 [S2:+mat]:  27%|█   | 89/333 [01:53<05:16,  1.30s/it, loss=0.736, pair=0.018, adv=3.538, sprd=0.026]
Ep 026/60 [S2:+mat]:  27%|█   | 90/333 [01:53<05:10,  1.28s/it, loss=0.736, pair=0.018, adv=3.538, sprd=0.026]
Ep 026/60 [S2:+mat]:  27%|█   | 90/333 [01:54<05:10,  1.28s/it, loss=0.721, pair=0.000, adv=3.813, sprd=0.023]
Ep 026/60 [S2:+mat]:  27%|█   | 91/333 [01:54<05:18,  1.32s/it, loss=0.721, pair=0.000, adv=3.813, sprd=0.023]
Ep 026/60 [S2:+mat]:  27%|█   | 91/333 [01:55<05:18,  1.32s/it, loss=0.747, pair=0.038, adv=3.605, sprd=0.028]
Ep 026/60 [S2:+mat]:  28%|█   | 92/333 [01:55<05:12,  1.30s/it, loss=0.747, pair=0.038, adv=3.605, sprd=0.028]
Ep 026/60 [S2:+mat]:  28%|█   | 92/333 [01:57<05:12,  1.30s/it, loss=1.429, pair=2.326, adv=3.794, sprd=0.027]
Ep 026/60 [S2:+mat]:  28%|█   | 93/333 [01:57<05:24,  1.35s/it, loss=1.429, pair=2.326, adv=3.794, sprd=0.027]
Ep 026/60 [S2:+mat]:  28%|█   | 93/333 [01:58<05:24,  1.35s/it, loss=0.717, pair=0.021, adv=3.785, sprd=0.023]
Ep 026/60 [S2:+mat]:  28%|█▏  | 94/333 [01:58<05:11,  1.30s/it, loss=0.717, pair=0.021, adv=3.785, sprd=0.023]
Ep 026/60 [S2:+mat]:  28%|█▏  | 94/333 [01:59<05:11,  1.30s/it, loss=0.737, pair=0.069, adv=3.267, sprd=0.023]
Ep 026/60 [S2:+mat]:  29%|█▏  | 95/333 [01:59<05:17,  1.33s/it, loss=0.737, pair=0.069, adv=3.267, sprd=0.023]
Ep 026/60 [S2:+mat]:  29%|█▏  | 95/333 [02:01<05:17,  1.33s/it, loss=0.691, pair=0.038, adv=3.198, sprd=0.018]
Ep 026/60 [S2:+mat]:  29%|█▏  | 96/333 [02:01<04:57,  1.25s/it, loss=0.691, pair=0.038, adv=3.198, sprd=0.018]
Ep 026/60 [S2:+mat]:  29%|█▏  | 96/333 [02:02<04:57,  1.25s/it, loss=1.239, pair=1.746, adv=3.745, sprd=0.023]
Ep 026/60 [S2:+mat]:  29%|█▏  | 97/333 [02:02<05:10,  1.32s/it, loss=1.239, pair=1.746, adv=3.745, sprd=0.023]
Ep 026/60 [S2:+mat]:  29%|█▏  | 97/333 [02:03<05:10,  1.32s/it, loss=0.699, pair=0.006, adv=3.440, sprd=0.015]
Ep 026/60 [S2:+mat]:  29%|█▏  | 98/333 [02:03<04:54,  1.25s/it, loss=0.699, pair=0.006, adv=3.440, sprd=0.015]
Ep 026/60 [S2:+mat]:  29%|█▏  | 98/333 [02:05<04:54,  1.25s/it, loss=0.737, pair=0.008, adv=3.531, sprd=0.024]
Ep 026/60 [S2:+mat]:  30%|█▏  | 99/333 [02:05<05:09,  1.32s/it, loss=0.737, pair=0.008, adv=3.531, sprd=0.024]
Ep 026/60 [S2:+mat]:  30%|█▏  | 99/333 [02:06<05:09,  1.32s/it, loss=0.724, pair=0.007, adv=3.697, sprd=0.027]
Ep 026/60 [S2:+mat]:  30%|▉  | 100/333 [02:06<05:00,  1.29s/it, loss=0.724, pair=0.007, adv=3.697, sprd=0.027]
Ep 026/60 [S2:+mat]:  30%|▉  | 100/333 [02:07<05:00,  1.29s/it, loss=0.963, pair=0.020, adv=3.710, sprd=0.023]
Ep 026/60 [S2:+mat]:  30%|▉  | 101/333 [02:07<05:08,  1.33s/it, loss=0.963, pair=0.020, adv=3.710, sprd=0.023]
Ep 026/60 [S2:+mat]:  30%|▉  | 101/333 [02:08<05:08,  1.33s/it, loss=0.720, pair=0.006, adv=3.718, sprd=0.021]
Ep 026/60 [S2:+mat]:  31%|▉  | 102/333 [02:08<04:55,  1.28s/it, loss=0.720, pair=0.006, adv=3.718, sprd=0.021]
Ep 026/60 [S2:+mat]:  31%|▉  | 102/333 [02:10<04:55,  1.28s/it, loss=0.759, pair=0.015, adv=3.813, sprd=0.029]
Ep 026/60 [S2:+mat]:  31%|▉  | 103/333 [02:10<05:07,  1.34s/it, loss=0.759, pair=0.015, adv=3.813, sprd=0.029]
Ep 026/60 [S2:+mat]:  31%|▉  | 103/333 [02:11<05:07,  1.34s/it, loss=0.715, pair=0.023, adv=3.578, sprd=0.019]
Ep 026/60 [S2:+mat]:  31%|▉  | 104/333 [02:11<04:53,  1.28s/it, loss=0.715, pair=0.023, adv=3.578, sprd=0.019]
Ep 026/60 [S2:+mat]:  31%|▉  | 104/333 [02:12<04:53,  1.28s/it, loss=0.717, pair=0.001, adv=3.481, sprd=0.022]
Ep 026/60 [S2:+mat]:  32%|▉  | 105/333 [02:12<05:07,  1.35s/it, loss=0.717, pair=0.001, adv=3.481, sprd=0.022]
Ep 026/60 [S2:+mat]:  32%|▉  | 105/333 [02:14<05:07,  1.35s/it, loss=0.729, pair=0.030, adv=3.868, sprd=0.024]
Ep 026/60 [S2:+mat]:  32%|▉  | 106/333 [02:14<04:51,  1.29s/it, loss=0.729, pair=0.030, adv=3.868, sprd=0.024]
Ep 026/60 [S2:+mat]:  32%|▉  | 106/333 [02:15<04:51,  1.29s/it, loss=0.725, pair=0.017, adv=3.167, sprd=0.029]
Ep 026/60 [S2:+mat]:  32%|▉  | 107/333 [02:15<05:07,  1.36s/it, loss=0.725, pair=0.017, adv=3.167, sprd=0.029]
Ep 026/60 [S2:+mat]:  32%|▉  | 107/333 [02:16<05:07,  1.36s/it, loss=1.254, pair=1.832, adv=3.560, sprd=0.022]
Ep 026/60 [S2:+mat]:  32%|▉  | 108/333 [02:16<04:57,  1.32s/it, loss=1.254, pair=1.832, adv=3.560, sprd=0.022]
Ep 026/60 [S2:+mat]:  32%|▉  | 108/333 [02:18<04:57,  1.32s/it, loss=0.703, pair=0.006, adv=3.521, sprd=0.020]
Ep 026/60 [S2:+mat]:  33%|▉  | 109/333 [02:18<05:07,  1.37s/it, loss=0.703, pair=0.006, adv=3.521, sprd=0.020]
Ep 026/60 [S2:+mat]:  33%|▉  | 109/333 [02:19<05:07,  1.37s/it, loss=0.706, pair=0.011, adv=3.343, sprd=0.020]
Ep 026/60 [S2:+mat]:  33%|▉  | 110/333 [02:19<04:53,  1.32s/it, loss=0.706, pair=0.011, adv=3.343, sprd=0.020]
Ep 026/60 [S2:+mat]:  33%|▉  | 110/333 [02:21<04:53,  1.32s/it, loss=0.753, pair=0.005, adv=3.644, sprd=0.031]
Ep 026/60 [S2:+mat]:  33%|█  | 111/333 [02:21<05:02,  1.36s/it, loss=0.753, pair=0.005, adv=3.644, sprd=0.031]
Ep 026/60 [S2:+mat]:  33%|█  | 111/333 [02:22<05:02,  1.36s/it, loss=0.735, pair=0.019, adv=3.759, sprd=0.023]
Ep 026/60 [S2:+mat]:  34%|█  | 112/333 [02:22<04:51,  1.32s/it, loss=0.735, pair=0.019, adv=3.759, sprd=0.023]
Ep 026/60 [S2:+mat]:  34%|█  | 112/333 [02:23<04:51,  1.32s/it, loss=0.725, pair=0.019, adv=3.666, sprd=0.023]
Ep 026/60 [S2:+mat]:  34%|█  | 113/333 [02:23<04:58,  1.36s/it, loss=0.725, pair=0.019, adv=3.666, sprd=0.023]
Ep 026/60 [S2:+mat]:  34%|█  | 113/333 [02:24<04:58,  1.36s/it, loss=0.718, pair=0.000, adv=3.504, sprd=0.022]
Ep 026/60 [S2:+mat]:  34%|█  | 114/333 [02:24<04:46,  1.31s/it, loss=0.718, pair=0.000, adv=3.504, sprd=0.022]
Ep 026/60 [S2:+mat]:  34%|█  | 114/333 [02:26<04:46,  1.31s/it, loss=0.719, pair=0.032, adv=3.688, sprd=0.021]
Ep 026/60 [S2:+mat]:  35%|█  | 115/333 [02:26<04:49,  1.33s/it, loss=0.719, pair=0.032, adv=3.688, sprd=0.021]
Ep 026/60 [S2:+mat]:  35%|█  | 115/333 [02:27<04:49,  1.33s/it, loss=0.731, pair=0.014, adv=3.766, sprd=0.022]
Ep 026/60 [S2:+mat]:  35%|█  | 116/333 [02:27<04:39,  1.29s/it, loss=0.731, pair=0.014, adv=3.766, sprd=0.022]
Ep 026/60 [S2:+mat]:  35%|█  | 116/333 [02:28<04:39,  1.29s/it, loss=0.717, pair=0.065, adv=3.322, sprd=0.018]
Ep 026/60 [S2:+mat]:  35%|█  | 117/333 [02:28<04:47,  1.33s/it, loss=0.717, pair=0.065, adv=3.322, sprd=0.018]
Ep 026/60 [S2:+mat]:  35%|█  | 117/333 [02:30<04:47,  1.33s/it, loss=0.697, pair=0.017, adv=3.463, sprd=0.016]
Ep 026/60 [S2:+mat]:  35%|█  | 118/333 [02:30<04:32,  1.27s/it, loss=0.697, pair=0.017, adv=3.463, sprd=0.016]
Ep 026/60 [S2:+mat]:  35%|█  | 118/333 [02:31<04:32,  1.27s/it, loss=0.720, pair=0.006, adv=3.601, sprd=0.024]
Ep 026/60 [S2:+mat]:  36%|█  | 119/333 [02:31<04:44,  1.33s/it, loss=0.720, pair=0.006, adv=3.601, sprd=0.024]
Ep 026/60 [S2:+mat]:  36%|█  | 119/333 [02:32<04:44,  1.33s/it, loss=0.752, pair=0.031, adv=3.842, sprd=0.030]
Ep 026/60 [S2:+mat]:  36%|█  | 120/333 [02:32<04:39,  1.31s/it, loss=0.752, pair=0.031, adv=3.842, sprd=0.030]
Ep 026/60 [S2:+mat]:  36%|█  | 120/333 [02:34<04:39,  1.31s/it, loss=0.728, pair=0.028, adv=3.519, sprd=0.024]
Ep 026/60 [S2:+mat]:  36%|█  | 121/333 [02:34<04:45,  1.35s/it, loss=0.728, pair=0.028, adv=3.519, sprd=0.024]
Ep 026/60 [S2:+mat]:  36%|█  | 121/333 [02:35<04:45,  1.35s/it, loss=0.718, pair=0.052, adv=3.626, sprd=0.018]
Ep 026/60 [S2:+mat]:  37%|█  | 122/333 [02:35<04:33,  1.30s/it, loss=0.718, pair=0.052, adv=3.626, sprd=0.018]
Ep 026/60 [S2:+mat]:  37%|█  | 122/333 [02:36<04:33,  1.30s/it, loss=0.736, pair=0.013, adv=3.759, sprd=0.025]
Ep 026/60 [S2:+mat]:  37%|█  | 123/333 [02:36<04:50,  1.39s/it, loss=0.736, pair=0.013, adv=3.759, sprd=0.025]
Ep 026/60 [S2:+mat]:  37%|█  | 123/333 [02:38<04:50,  1.39s/it, loss=0.732, pair=0.030, adv=3.524, sprd=0.023]
Ep 026/60 [S2:+mat]:  37%|█  | 124/333 [02:38<04:30,  1.30s/it, loss=0.732, pair=0.030, adv=3.524, sprd=0.023]
Ep 026/60 [S2:+mat]:  37%|█  | 124/333 [02:39<04:30,  1.30s/it, loss=0.747, pair=0.014, adv=3.670, sprd=0.029]
Ep 026/60 [S2:+mat]:  38%|█▏ | 125/333 [02:39<04:42,  1.36s/it, loss=0.747, pair=0.014, adv=3.670, sprd=0.029]
Ep 026/60 [S2:+mat]:  38%|█▏ | 125/333 [02:40<04:42,  1.36s/it, loss=0.728, pair=0.019, adv=3.798, sprd=0.024]
Ep 026/60 [S2:+mat]:  38%|█▏ | 126/333 [02:40<04:33,  1.32s/it, loss=0.728, pair=0.019, adv=3.798, sprd=0.024]
Ep 026/60 [S2:+mat]:  38%|█▏ | 126/333 [02:42<04:33,  1.32s/it, loss=0.758, pair=0.030, adv=3.572, sprd=0.031]
Ep 026/60 [S2:+mat]:  38%|█▏ | 127/333 [02:42<04:45,  1.38s/it, loss=0.758, pair=0.030, adv=3.572, sprd=0.031]
Ep 026/60 [S2:+mat]:  38%|█▏ | 127/333 [02:43<04:45,  1.38s/it, loss=0.729, pair=0.015, adv=3.610, sprd=0.022]
Ep 026/60 [S2:+mat]:  38%|█▏ | 128/333 [02:43<04:34,  1.34s/it, loss=0.729, pair=0.015, adv=3.610, sprd=0.022]
Ep 026/60 [S2:+mat]:  38%|█▏ | 128/333 [02:45<04:34,  1.34s/it, loss=0.730, pair=0.029, adv=3.644, sprd=0.024]
Ep 026/60 [S2:+mat]:  39%|█▏ | 129/333 [02:45<04:43,  1.39s/it, loss=0.730, pair=0.029, adv=3.644, sprd=0.024]
Ep 026/60 [S2:+mat]:  39%|█▏ | 129/333 [02:46<04:43,  1.39s/it, loss=0.731, pair=0.021, adv=3.494, sprd=0.025]
Ep 026/60 [S2:+mat]:  39%|█▏ | 130/333 [02:46<04:31,  1.34s/it, loss=0.731, pair=0.021, adv=3.494, sprd=0.025]
Ep 026/60 [S2:+mat]:  39%|█▏ | 130/333 [02:47<04:31,  1.34s/it, loss=0.734, pair=0.019, adv=3.526, sprd=0.025]
Ep 026/60 [S2:+mat]:  39%|█▏ | 131/333 [02:47<04:38,  1.38s/it, loss=0.734, pair=0.019, adv=3.526, sprd=0.025]
Ep 026/60 [S2:+mat]:  39%|█▏ | 131/333 [02:48<04:38,  1.38s/it, loss=0.718, pair=0.014, adv=3.505, sprd=0.022]
Ep 026/60 [S2:+mat]:  40%|█▏ | 132/333 [02:48<04:26,  1.33s/it, loss=0.718, pair=0.014, adv=3.505, sprd=0.022]
Ep 026/60 [S2:+mat]:  40%|█▏ | 132/333 [02:50<04:26,  1.33s/it, loss=0.728, pair=0.007, adv=3.401, sprd=0.024]
Ep 026/60 [S2:+mat]:  40%|█▏ | 133/333 [02:50<04:31,  1.36s/it, loss=0.728, pair=0.007, adv=3.401, sprd=0.024]
Ep 026/60 [S2:+mat]:  40%|█▏ | 133/333 [02:51<04:31,  1.36s/it, loss=0.725, pair=0.008, adv=3.374, sprd=0.022]
Ep 026/60 [S2:+mat]:  40%|█▏ | 134/333 [02:51<04:19,  1.31s/it, loss=0.725, pair=0.008, adv=3.374, sprd=0.022]
Ep 026/60 [S2:+mat]:  40%|█▏ | 134/333 [02:53<04:19,  1.31s/it, loss=0.711, pair=0.008, adv=3.385, sprd=0.020]
Ep 026/60 [S2:+mat]:  41%|█▏ | 135/333 [02:53<04:27,  1.35s/it, loss=0.711, pair=0.008, adv=3.385, sprd=0.020]
Ep 026/60 [S2:+mat]:  41%|█▏ | 135/333 [02:54<04:27,  1.35s/it, loss=0.725, pair=0.006, adv=3.531, sprd=0.026]
Ep 026/60 [S2:+mat]:  41%|█▏ | 136/333 [02:54<04:19,  1.32s/it, loss=0.725, pair=0.006, adv=3.531, sprd=0.026]
Ep 026/60 [S2:+mat]:  41%|█▏ | 136/333 [02:55<04:19,  1.32s/it, loss=0.734, pair=0.014, adv=3.524, sprd=0.026]
Ep 026/60 [S2:+mat]:  41%|█▏ | 137/333 [02:55<04:26,  1.36s/it, loss=0.734, pair=0.014, adv=3.524, sprd=0.026]
Ep 026/60 [S2:+mat]:  41%|█▏ | 137/333 [02:56<04:26,  1.36s/it, loss=0.733, pair=0.011, adv=3.697, sprd=0.021]
Ep 026/60 [S2:+mat]:  41%|█▏ | 138/333 [02:56<04:14,  1.30s/it, loss=0.733, pair=0.011, adv=3.697, sprd=0.021]
Ep 026/60 [S2:+mat]:  41%|█▏ | 138/333 [02:58<04:14,  1.30s/it, loss=0.799, pair=0.001, adv=3.339, sprd=0.023]
Ep 026/60 [S2:+mat]:  42%|█▎ | 139/333 [02:58<04:22,  1.35s/it, loss=0.799, pair=0.001, adv=3.339, sprd=0.023]
Ep 026/60 [S2:+mat]:  42%|█▎ | 139/333 [02:59<04:22,  1.35s/it, loss=0.723, pair=0.009, adv=3.567, sprd=0.024]
Ep 026/60 [S2:+mat]:  42%|█▎ | 140/333 [02:59<04:13,  1.31s/it, loss=0.723, pair=0.009, adv=3.567, sprd=0.024]
Ep 026/60 [S2:+mat]:  42%|█▎ | 140/333 [03:01<04:13,  1.31s/it, loss=0.710, pair=0.007, adv=3.673, sprd=0.021]
Ep 026/60 [S2:+mat]:  42%|█▎ | 141/333 [03:01<04:23,  1.37s/it, loss=0.710, pair=0.007, adv=3.673, sprd=0.021]
Ep 026/60 [S2:+mat]:  42%|█▎ | 141/333 [03:02<04:23,  1.37s/it, loss=0.727, pair=0.019, adv=3.556, sprd=0.024]
Ep 026/60 [S2:+mat]:  43%|█▎ | 142/333 [03:02<04:14,  1.33s/it, loss=0.727, pair=0.019, adv=3.556, sprd=0.024]
Ep 026/60 [S2:+mat]:  43%|█▎ | 142/333 [03:03<04:14,  1.33s/it, loss=0.700, pair=0.026, adv=3.177, sprd=0.022]
Ep 026/60 [S2:+mat]:  43%|█▎ | 143/333 [03:03<04:16,  1.35s/it, loss=0.700, pair=0.026, adv=3.177, sprd=0.022]
Ep 026/60 [S2:+mat]:  43%|█▎ | 143/333 [03:04<04:16,  1.35s/it, loss=0.744, pair=0.032, adv=3.666, sprd=0.027]
Ep 026/60 [S2:+mat]:  43%|█▎ | 144/333 [03:04<04:09,  1.32s/it, loss=0.744, pair=0.032, adv=3.666, sprd=0.027]
Ep 026/60 [S2:+mat]:  43%|█▎ | 144/333 [03:06<04:09,  1.32s/it, loss=0.754, pair=0.003, adv=3.676, sprd=0.031]
Ep 026/60 [S2:+mat]:  44%|█▎ | 145/333 [03:06<04:21,  1.39s/it, loss=0.754, pair=0.003, adv=3.676, sprd=0.031]
Ep 026/60 [S2:+mat]:  44%|█▎ | 145/333 [03:07<04:21,  1.39s/it, loss=0.712, pair=0.010, adv=3.235, sprd=0.023]
Ep 026/60 [S2:+mat]:  44%|█▎ | 146/333 [03:07<04:10,  1.34s/it, loss=0.712, pair=0.010, adv=3.235, sprd=0.023]
Ep 026/60 [S2:+mat]:  44%|█▎ | 146/333 [03:09<04:10,  1.34s/it, loss=0.728, pair=0.006, adv=3.755, sprd=0.026]
Ep 026/60 [S2:+mat]:  44%|█▎ | 147/333 [03:09<04:14,  1.37s/it, loss=0.728, pair=0.006, adv=3.755, sprd=0.026]
Ep 026/60 [S2:+mat]:  44%|█▎ | 147/333 [03:10<04:14,  1.37s/it, loss=0.713, pair=0.001, adv=3.543, sprd=0.021]
Ep 026/60 [S2:+mat]:  44%|█▎ | 148/333 [03:10<04:01,  1.31s/it, loss=0.713, pair=0.001, adv=3.543, sprd=0.021]
Ep 026/60 [S2:+mat]:  44%|█▎ | 148/333 [03:11<04:01,  1.31s/it, loss=0.695, pair=0.009, adv=3.532, sprd=0.019]
Ep 026/60 [S2:+mat]:  45%|█▎ | 149/333 [03:11<04:09,  1.36s/it, loss=0.695, pair=0.009, adv=3.532, sprd=0.019]
Ep 026/60 [S2:+mat]:  45%|█▎ | 149/333 [03:13<04:09,  1.36s/it, loss=0.712, pair=0.006, adv=3.538, sprd=0.022]
Ep 026/60 [S2:+mat]:  45%|█▎ | 150/333 [03:13<04:01,  1.32s/it, loss=0.712, pair=0.006, adv=3.538, sprd=0.022]
Ep 026/60 [S2:+mat]:  45%|█▎ | 150/333 [03:14<04:01,  1.32s/it, loss=0.747, pair=0.001, adv=3.714, sprd=0.030]
Ep 026/60 [S2:+mat]:  45%|█▎ | 151/333 [03:14<04:12,  1.39s/it, loss=0.747, pair=0.001, adv=3.714, sprd=0.030]
Ep 026/60 [S2:+mat]:  45%|█▎ | 151/333 [03:15<04:12,  1.39s/it, loss=0.708, pair=0.003, adv=3.428, sprd=0.022]
Ep 026/60 [S2:+mat]:  46%|█▎ | 152/333 [03:15<03:55,  1.30s/it, loss=0.708, pair=0.003, adv=3.428, sprd=0.022]
Ep 026/60 [S2:+mat]:  46%|█▎ | 152/333 [03:17<03:55,  1.30s/it, loss=0.741, pair=0.000, adv=3.531, sprd=0.023]
Ep 026/60 [S2:+mat]:  46%|█▍ | 153/333 [03:17<03:59,  1.33s/it, loss=0.741, pair=0.000, adv=3.531, sprd=0.023]
Ep 026/60 [S2:+mat]:  46%|█▍ | 153/333 [03:18<03:59,  1.33s/it, loss=0.707, pair=0.005, adv=3.533, sprd=0.019]
Ep 026/60 [S2:+mat]:  46%|█▍ | 154/333 [03:18<03:49,  1.28s/it, loss=0.707, pair=0.005, adv=3.533, sprd=0.019]
Ep 026/60 [S2:+mat]:  46%|█▍ | 154/333 [03:19<03:49,  1.28s/it, loss=0.705, pair=0.004, adv=3.237, sprd=0.023]
Ep 026/60 [S2:+mat]:  47%|█▍ | 155/333 [03:19<03:58,  1.34s/it, loss=0.705, pair=0.004, adv=3.237, sprd=0.023]
Ep 026/60 [S2:+mat]:  47%|█▍ | 155/333 [03:20<03:58,  1.34s/it, loss=0.688, pair=0.019, adv=3.153, sprd=0.020]
Ep 026/60 [S2:+mat]:  47%|█▍ | 156/333 [03:20<03:45,  1.28s/it, loss=0.688, pair=0.019, adv=3.153, sprd=0.020]
Ep 026/60 [S2:+mat]:  47%|█▍ | 156/333 [03:22<03:45,  1.28s/it, loss=0.727, pair=0.003, adv=3.481, sprd=0.021]
Ep 026/60 [S2:+mat]:  47%|█▍ | 157/333 [03:22<03:54,  1.33s/it, loss=0.727, pair=0.003, adv=3.481, sprd=0.021]
Ep 026/60 [S2:+mat]:  47%|█▍ | 157/333 [03:23<03:54,  1.33s/it, loss=0.710, pair=0.008, adv=3.293, sprd=0.022]
Ep 026/60 [S2:+mat]:  47%|█▍ | 158/333 [03:23<03:47,  1.30s/it, loss=0.710, pair=0.008, adv=3.293, sprd=0.022]
Ep 026/60 [S2:+mat]:  47%|█▍ | 158/333 [03:25<03:47,  1.30s/it, loss=0.713, pair=0.003, adv=3.807, sprd=0.021]
Ep 026/60 [S2:+mat]:  48%|█▍ | 159/333 [03:25<03:55,  1.35s/it, loss=0.713, pair=0.003, adv=3.807, sprd=0.021]
Ep 026/60 [S2:+mat]:  48%|█▍ | 159/333 [03:26<03:55,  1.35s/it, loss=0.735, pair=0.014, adv=3.699, sprd=0.027]
Ep 026/60 [S2:+mat]:  48%|█▍ | 160/333 [03:26<03:48,  1.32s/it, loss=0.735, pair=0.014, adv=3.699, sprd=0.027]
Ep 026/60 [S2:+mat]:  48%|█▍ | 160/333 [03:27<03:48,  1.32s/it, loss=0.729, pair=0.011, adv=3.836, sprd=0.023]
Ep 026/60 [S2:+mat]:  48%|█▍ | 161/333 [03:27<03:55,  1.37s/it, loss=0.729, pair=0.011, adv=3.836, sprd=0.023]
Ep 026/60 [S2:+mat]:  48%|█▍ | 161/333 [03:28<03:55,  1.37s/it, loss=0.715, pair=0.005, adv=3.649, sprd=0.022]
Ep 026/60 [S2:+mat]:  49%|█▍ | 162/333 [03:28<03:40,  1.29s/it, loss=0.715, pair=0.005, adv=3.649, sprd=0.022]
Ep 026/60 [S2:+mat]:  49%|█▍ | 162/333 [03:30<03:40,  1.29s/it, loss=0.713, pair=0.002, adv=3.489, sprd=0.021]
Ep 026/60 [S2:+mat]:  49%|█▍ | 163/333 [03:30<03:44,  1.32s/it, loss=0.713, pair=0.002, adv=3.489, sprd=0.021]
Ep 026/60 [S2:+mat]:  49%|█▍ | 163/333 [03:31<03:44,  1.32s/it, loss=0.710, pair=0.005, adv=3.618, sprd=0.022]
Ep 026/60 [S2:+mat]:  49%|█▍ | 164/333 [03:31<03:38,  1.30s/it, loss=0.710, pair=0.005, adv=3.618, sprd=0.022]
Ep 026/60 [S2:+mat]:  49%|█▍ | 164/333 [03:32<03:38,  1.30s/it, loss=0.734, pair=0.020, adv=3.489, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▍ | 165/333 [03:32<03:46,  1.35s/it, loss=0.734, pair=0.020, adv=3.489, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▍ | 165/333 [03:34<03:46,  1.35s/it, loss=0.733, pair=0.010, adv=3.764, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▍ | 166/333 [03:34<03:40,  1.32s/it, loss=0.733, pair=0.010, adv=3.764, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▍ | 166/333 [03:35<03:40,  1.32s/it, loss=0.692, pair=0.019, adv=3.166, sprd=0.018]
Ep 026/60 [S2:+mat]:  50%|█▌ | 167/333 [03:35<03:44,  1.35s/it, loss=0.692, pair=0.019, adv=3.166, sprd=0.018]
Ep 026/60 [S2:+mat]:  50%|█▌ | 167/333 [03:36<03:44,  1.35s/it, loss=0.731, pair=0.009, adv=3.812, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▌ | 168/333 [03:36<03:37,  1.32s/it, loss=0.731, pair=0.009, adv=3.812, sprd=0.025]
Ep 026/60 [S2:+mat]:  50%|█▌ | 168/333 [03:38<03:37,  1.32s/it, loss=0.702, pair=0.022, adv=3.372, sprd=0.018]
Ep 026/60 [S2:+mat]:  51%|█▌ | 169/333 [03:38<03:39,  1.34s/it, loss=0.702, pair=0.022, adv=3.372, sprd=0.018]
Ep 026/60 [S2:+mat]:  51%|█▌ | 169/333 [03:39<03:39,  1.34s/it, loss=0.708, pair=0.008, adv=3.958, sprd=0.022]
Ep 026/60 [S2:+mat]:  51%|█▌ | 170/333 [03:39<03:33,  1.31s/it, loss=0.708, pair=0.008, adv=3.958, sprd=0.022]
Ep 026/60 [S2:+mat]:  51%|█▌ | 170/333 [03:40<03:33,  1.31s/it, loss=0.826, pair=0.015, adv=3.800, sprd=0.030]
Ep 026/60 [S2:+mat]:  51%|█▌ | 171/333 [03:40<03:38,  1.35s/it, loss=0.826, pair=0.015, adv=3.800, sprd=0.030]
Ep 026/60 [S2:+mat]:  51%|█▌ | 171/333 [03:42<03:38,  1.35s/it, loss=0.750, pair=0.007, adv=3.775, sprd=0.031]
Ep 026/60 [S2:+mat]:  52%|█▌ | 172/333 [03:42<03:34,  1.33s/it, loss=0.750, pair=0.007, adv=3.775, sprd=0.031]
Ep 026/60 [S2:+mat]:  52%|█▌ | 172/333 [03:43<03:34,  1.33s/it, loss=0.765, pair=0.017, adv=3.355, sprd=0.033]
Ep 026/60 [S2:+mat]:  52%|█▌ | 173/333 [03:43<03:44,  1.41s/it, loss=0.765, pair=0.017, adv=3.355, sprd=0.033]
Ep 026/60 [S2:+mat]:  52%|█▌ | 173/333 [03:45<03:44,  1.41s/it, loss=0.700, pair=0.010, adv=3.514, sprd=0.019]
Ep 026/60 [S2:+mat]:  52%|█▌ | 174/333 [03:45<03:32,  1.34s/it, loss=0.700, pair=0.010, adv=3.514, sprd=0.019]
Ep 026/60 [S2:+mat]:  52%|█▌ | 174/333 [03:46<03:32,  1.34s/it, loss=0.825, pair=0.006, adv=4.042, sprd=0.026]
Ep 026/60 [S2:+mat]:  53%|█▌ | 175/333 [03:46<03:39,  1.39s/it, loss=0.825, pair=0.006, adv=4.042, sprd=0.026]
Ep 026/60 [S2:+mat]:  53%|█▌ | 175/333 [03:47<03:39,  1.39s/it, loss=0.704, pair=0.003, adv=3.328, sprd=0.018]
Ep 026/60 [S2:+mat]:  53%|█▌ | 176/333 [03:47<03:28,  1.33s/it, loss=0.704, pair=0.003, adv=3.328, sprd=0.018]
Ep 026/60 [S2:+mat]:  53%|█▌ | 176/333 [03:49<03:28,  1.33s/it, loss=0.749, pair=0.021, adv=3.878, sprd=0.028]
Ep 026/60 [S2:+mat]:  53%|█▌ | 177/333 [03:49<03:39,  1.41s/it, loss=0.749, pair=0.021, adv=3.878, sprd=0.028]
Ep 026/60 [S2:+mat]:  53%|█▌ | 177/333 [03:50<03:39,  1.41s/it, loss=0.723, pair=0.007, adv=3.661, sprd=0.023]
Ep 026/60 [S2:+mat]:  53%|█▌ | 178/333 [03:50<03:31,  1.36s/it, loss=0.723, pair=0.007, adv=3.661, sprd=0.023]
Ep 026/60 [S2:+mat]:  53%|█▌ | 178/333 [03:52<03:31,  1.36s/it, loss=0.742, pair=0.027, adv=3.639, sprd=0.027]
Ep 026/60 [S2:+mat]:  54%|█▌ | 179/333 [03:52<03:35,  1.40s/it, loss=0.742, pair=0.027, adv=3.639, sprd=0.027]
Ep 026/60 [S2:+mat]:  54%|█▌ | 179/333 [03:53<03:35,  1.40s/it, loss=0.724, pair=0.034, adv=3.698, sprd=0.022]
Ep 026/60 [S2:+mat]:  54%|█▌ | 180/333 [03:53<03:27,  1.36s/it, loss=0.724, pair=0.034, adv=3.698, sprd=0.022]
Ep 026/60 [S2:+mat]:  54%|█▌ | 180/333 [03:54<03:27,  1.36s/it, loss=0.750, pair=0.004, adv=3.693, sprd=0.027]
Ep 026/60 [S2:+mat]:  54%|█▋ | 181/333 [03:54<03:32,  1.40s/it, loss=0.750, pair=0.004, adv=3.693, sprd=0.027]
Ep 026/60 [S2:+mat]:  54%|█▋ | 181/333 [03:56<03:32,  1.40s/it, loss=0.709, pair=0.012, adv=3.354, sprd=0.021]
Ep 026/60 [S2:+mat]:  55%|█▋ | 182/333 [03:56<03:23,  1.35s/it, loss=0.709, pair=0.012, adv=3.354, sprd=0.021]
Ep 026/60 [S2:+mat]:  55%|█▋ | 182/333 [03:57<03:23,  1.35s/it, loss=0.819, pair=0.017, adv=3.655, sprd=0.027]
Ep 026/60 [S2:+mat]:  55%|█▋ | 183/333 [03:57<03:28,  1.39s/it, loss=0.819, pair=0.017, adv=3.655, sprd=0.027]
Ep 026/60 [S2:+mat]:  55%|█▋ | 183/333 [03:58<03:28,  1.39s/it, loss=0.727, pair=0.013, adv=3.760, sprd=0.023]
Ep 026/60 [S2:+mat]:  55%|█▋ | 184/333 [03:58<03:21,  1.35s/it, loss=0.727, pair=0.013, adv=3.760, sprd=0.023]
Ep 026/60 [S2:+mat]:  55%|█▋ | 184/333 [04:00<03:21,  1.35s/it, loss=0.717, pair=0.013, adv=3.589, sprd=0.019]
Ep 026/60 [S2:+mat]:  56%|█▋ | 185/333 [04:00<03:29,  1.41s/it, loss=0.717, pair=0.013, adv=3.589, sprd=0.019]
Ep 026/60 [S2:+mat]:  56%|█▋ | 185/333 [04:01<03:29,  1.41s/it, loss=0.732, pair=0.015, adv=3.368, sprd=0.024]
Ep 026/60 [S2:+mat]:  56%|█▋ | 186/333 [04:01<03:18,  1.35s/it, loss=0.732, pair=0.015, adv=3.368, sprd=0.024]
Ep 026/60 [S2:+mat]:  56%|█▋ | 186/333 [04:03<03:18,  1.35s/it, loss=0.733, pair=0.008, adv=3.379, sprd=0.024]
Ep 026/60 [S2:+mat]:  56%|█▋ | 187/333 [04:03<03:27,  1.42s/it, loss=0.733, pair=0.008, adv=3.379, sprd=0.024]
Ep 026/60 [S2:+mat]:  56%|█▋ | 187/333 [04:04<03:27,  1.42s/it, loss=0.697, pair=0.001, adv=3.537, sprd=0.017]
Ep 026/60 [S2:+mat]:  56%|█▋ | 188/333 [04:04<03:15,  1.35s/it, loss=0.697, pair=0.001, adv=3.537, sprd=0.017]
Ep 026/60 [S2:+mat]:  56%|█▋ | 188/333 [04:05<03:15,  1.35s/it, loss=0.739, pair=0.006, adv=4.122, sprd=0.027]
Ep 026/60 [S2:+mat]:  57%|█▋ | 189/333 [04:05<03:23,  1.41s/it, loss=0.739, pair=0.006, adv=4.122, sprd=0.027]
Ep 026/60 [S2:+mat]:  57%|█▋ | 189/333 [04:07<03:23,  1.41s/it, loss=0.744, pair=0.035, adv=3.810, sprd=0.029]
Ep 026/60 [S2:+mat]:  57%|█▋ | 190/333 [04:07<03:12,  1.35s/it, loss=0.744, pair=0.035, adv=3.810, sprd=0.029]
Ep 026/60 [S2:+mat]:  57%|█▋ | 190/333 [04:08<03:12,  1.35s/it, loss=0.748, pair=0.007, adv=3.757, sprd=0.029]
Ep 026/60 [S2:+mat]:  57%|█▋ | 191/333 [04:08<03:19,  1.40s/it, loss=0.748, pair=0.007, adv=3.757, sprd=0.029]
Ep 026/60 [S2:+mat]:  57%|█▋ | 191/333 [04:09<03:19,  1.40s/it, loss=0.751, pair=0.030, adv=3.985, sprd=0.028]
Ep 026/60 [S2:+mat]:  58%|█▋ | 192/333 [04:09<03:12,  1.37s/it, loss=0.751, pair=0.030, adv=3.985, sprd=0.028]
Ep 026/60 [S2:+mat]:  58%|█▋ | 192/333 [04:11<03:12,  1.37s/it, loss=0.727, pair=0.015, adv=3.716, sprd=0.024]
Ep 026/60 [S2:+mat]:  58%|█▋ | 193/333 [04:11<03:17,  1.41s/it, loss=0.727, pair=0.015, adv=3.716, sprd=0.024]
Ep 026/60 [S2:+mat]:  58%|█▋ | 193/333 [04:12<03:17,  1.41s/it, loss=0.730, pair=0.005, adv=4.036, sprd=0.026]
Ep 026/60 [S2:+mat]:  58%|█▋ | 194/333 [04:12<03:09,  1.37s/it, loss=0.730, pair=0.005, adv=4.036, sprd=0.026]
Ep 026/60 [S2:+mat]:  58%|█▋ | 194/333 [04:14<03:09,  1.37s/it, loss=0.807, pair=0.000, adv=3.919, sprd=0.024]
Ep 026/60 [S2:+mat]:  59%|█▊ | 195/333 [04:14<03:13,  1.40s/it, loss=0.807, pair=0.000, adv=3.919, sprd=0.024]
Ep 026/60 [S2:+mat]:  59%|█▊ | 195/333 [04:15<03:13,  1.40s/it, loss=0.715, pair=0.002, adv=3.570, sprd=0.022]
Ep 026/60 [S2:+mat]:  59%|█▊ | 196/333 [04:15<03:05,  1.35s/it, loss=0.715, pair=0.002, adv=3.570, sprd=0.022]
Ep 026/60 [S2:+mat]:  59%|█▊ | 196/333 [04:16<03:05,  1.35s/it, loss=0.729, pair=0.000, adv=3.747, sprd=0.025]
Ep 026/60 [S2:+mat]:  59%|█▊ | 197/333 [04:16<03:11,  1.41s/it, loss=0.729, pair=0.000, adv=3.747, sprd=0.025]
Ep 026/60 [S2:+mat]:  59%|█▊ | 197/333 [04:18<03:11,  1.41s/it, loss=0.743, pair=0.008, adv=3.844, sprd=0.029]
Ep 026/60 [S2:+mat]:  59%|█▊ | 198/333 [04:18<03:04,  1.37s/it, loss=0.743, pair=0.008, adv=3.844, sprd=0.029]
Ep 026/60 [S2:+mat]:  59%|█▊ | 198/333 [04:19<03:04,  1.37s/it, loss=0.725, pair=0.015, adv=3.585, sprd=0.023]
Ep 026/60 [S2:+mat]:  60%|█▊ | 199/333 [04:19<03:07,  1.40s/it, loss=0.725, pair=0.015, adv=3.585, sprd=0.023]
Ep 026/60 [S2:+mat]:  60%|█▊ | 199/333 [04:20<03:07,  1.40s/it, loss=0.752, pair=0.025, adv=4.159, sprd=0.030]
Ep 026/60 [S2:+mat]:  60%|█▊ | 200/333 [04:20<03:00,  1.36s/it, loss=0.752, pair=0.025, adv=4.159, sprd=0.030]
Ep 026/60 [S2:+mat]:  60%|█▊ | 200/333 [04:22<03:00,  1.36s/it, loss=0.732, pair=0.038, adv=3.632, sprd=0.023]
Ep 026/60 [S2:+mat]:  60%|█▊ | 201/333 [04:22<03:05,  1.41s/it, loss=0.732, pair=0.038, adv=3.632, sprd=0.023]
Ep 026/60 [S2:+mat]:  60%|█▊ | 201/333 [04:23<03:05,  1.41s/it, loss=0.742, pair=0.018, adv=3.992, sprd=0.028]
Ep 026/60 [S2:+mat]:  61%|█▊ | 202/333 [04:23<02:58,  1.36s/it, loss=0.742, pair=0.018, adv=3.992, sprd=0.028]
Ep 026/60 [S2:+mat]:  61%|█▊ | 202/333 [04:25<02:58,  1.36s/it, loss=0.755, pair=0.002, adv=3.866, sprd=0.024]
Ep 026/60 [S2:+mat]:  61%|█▊ | 203/333 [04:25<03:04,  1.42s/it, loss=0.755, pair=0.002, adv=3.866, sprd=0.024]
Ep 026/60 [S2:+mat]:  61%|█▊ | 203/333 [04:26<03:04,  1.42s/it, loss=0.721, pair=0.011, adv=3.922, sprd=0.025]
Ep 026/60 [S2:+mat]:  61%|█▊ | 204/333 [04:26<02:55,  1.36s/it, loss=0.721, pair=0.011, adv=3.922, sprd=0.025]
Ep 026/60 [S2:+mat]:  61%|█▊ | 204/333 [04:27<02:55,  1.36s/it, loss=0.691, pair=0.004, adv=3.263, sprd=0.019]
Ep 026/60 [S2:+mat]:  62%|█▊ | 205/333 [04:27<02:59,  1.40s/it, loss=0.691, pair=0.004, adv=3.263, sprd=0.019]
Ep 026/60 [S2:+mat]:  62%|█▊ | 205/333 [04:29<02:59,  1.40s/it, loss=0.697, pair=0.006, adv=3.230, sprd=0.020]
Ep 026/60 [S2:+mat]:  62%|█▊ | 206/333 [04:29<02:51,  1.35s/it, loss=0.697, pair=0.006, adv=3.230, sprd=0.020]
Ep 026/60 [S2:+mat]:  62%|█▊ | 206/333 [04:30<02:51,  1.35s/it, loss=0.719, pair=0.001, adv=3.541, sprd=0.021]
Ep 026/60 [S2:+mat]:  62%|█▊ | 207/333 [04:30<02:55,  1.40s/it, loss=0.719, pair=0.001, adv=3.541, sprd=0.021]
Ep 026/60 [S2:+mat]:  62%|█▊ | 207/333 [04:31<02:55,  1.40s/it, loss=0.725, pair=0.009, adv=3.762, sprd=0.024]
Ep 026/60 [S2:+mat]:  62%|█▊ | 208/333 [04:31<02:48,  1.35s/it, loss=0.725, pair=0.009, adv=3.762, sprd=0.024]
Ep 026/60 [S2:+mat]:  62%|█▊ | 208/333 [04:33<02:48,  1.35s/it, loss=0.717, pair=0.012, adv=3.339, sprd=0.022]
Ep 026/60 [S2:+mat]:  63%|█▉ | 209/333 [04:33<02:48,  1.36s/it, loss=0.717, pair=0.012, adv=3.339, sprd=0.022]
Ep 026/60 [S2:+mat]:  63%|█▉ | 209/333 [04:34<02:48,  1.36s/it, loss=0.752, pair=0.005, adv=3.549, sprd=0.025]
Ep 026/60 [S2:+mat]:  63%|█▉ | 210/333 [04:34<02:43,  1.33s/it, loss=0.752, pair=0.005, adv=3.549, sprd=0.025]
Ep 026/60 [S2:+mat]:  63%|█▉ | 210/333 [04:36<02:43,  1.33s/it, loss=0.729, pair=0.009, adv=3.547, sprd=0.022]
Ep 026/60 [S2:+mat]:  63%|█▉ | 211/333 [04:36<02:48,  1.38s/it, loss=0.729, pair=0.009, adv=3.547, sprd=0.022]
Ep 026/60 [S2:+mat]:  63%|█▉ | 211/333 [04:37<02:48,  1.38s/it, loss=0.705, pair=0.004, adv=3.784, sprd=0.018]
Ep 026/60 [S2:+mat]:  64%|█▉ | 212/333 [04:37<02:40,  1.32s/it, loss=0.705, pair=0.004, adv=3.784, sprd=0.018]
Ep 026/60 [S2:+mat]:  64%|█▉ | 212/333 [04:38<02:40,  1.32s/it, loss=0.719, pair=0.012, adv=3.641, sprd=0.020]
Ep 026/60 [S2:+mat]:  64%|█▉ | 213/333 [04:38<02:45,  1.38s/it, loss=0.719, pair=0.012, adv=3.641, sprd=0.020]
Ep 026/60 [S2:+mat]:  64%|█▉ | 213/333 [04:40<02:45,  1.38s/it, loss=0.720, pair=0.007, adv=3.658, sprd=0.023]
Ep 026/60 [S2:+mat]:  64%|█▉ | 214/333 [04:40<02:39,  1.34s/it, loss=0.720, pair=0.007, adv=3.658, sprd=0.023]
Ep 026/60 [S2:+mat]:  64%|█▉ | 214/333 [04:41<02:39,  1.34s/it, loss=0.721, pair=0.008, adv=3.861, sprd=0.021]
Ep 026/60 [S2:+mat]:  65%|█▉ | 215/333 [04:41<02:46,  1.41s/it, loss=0.721, pair=0.008, adv=3.861, sprd=0.021]
Ep 026/60 [S2:+mat]:  65%|█▉ | 215/333 [04:42<02:46,  1.41s/it, loss=0.720, pair=0.004, adv=3.948, sprd=0.022]
Ep 026/60 [S2:+mat]:  65%|█▉ | 216/333 [04:42<02:38,  1.35s/it, loss=0.720, pair=0.004, adv=3.948, sprd=0.022]
Ep 026/60 [S2:+mat]:  65%|█▉ | 216/333 [04:44<02:38,  1.35s/it, loss=0.710, pair=0.007, adv=3.534, sprd=0.020]
Ep 026/60 [S2:+mat]:  65%|█▉ | 217/333 [04:44<02:39,  1.38s/it, loss=0.710, pair=0.007, adv=3.534, sprd=0.020]
Ep 026/60 [S2:+mat]:  65%|█▉ | 217/333 [04:45<02:39,  1.38s/it, loss=0.706, pair=0.000, adv=3.723, sprd=0.017]
Ep 026/60 [S2:+mat]:  65%|█▉ | 218/333 [04:45<02:26,  1.27s/it, loss=0.706, pair=0.000, adv=3.723, sprd=0.017]
Ep 026/60 [S2:+mat]:  65%|█▉ | 218/333 [04:46<02:26,  1.27s/it, loss=0.705, pair=0.004, adv=3.937, sprd=0.020]
Ep 026/60 [S2:+mat]:  66%|█▉ | 219/333 [04:46<02:31,  1.33s/it, loss=0.705, pair=0.004, adv=3.937, sprd=0.020]
Ep 026/60 [S2:+mat]:  66%|█▉ | 219/333 [04:47<02:31,  1.33s/it, loss=0.702, pair=0.004, adv=3.666, sprd=0.016]
Ep 026/60 [S2:+mat]:  66%|█▉ | 220/333 [04:47<02:25,  1.29s/it, loss=0.702, pair=0.004, adv=3.666, sprd=0.016]
Ep 026/60 [S2:+mat]:  66%|█▉ | 220/333 [04:49<02:25,  1.29s/it, loss=0.722, pair=0.025, adv=3.558, sprd=0.025]
Ep 026/60 [S2:+mat]:  66%|█▉ | 221/333 [04:49<02:28,  1.33s/it, loss=0.722, pair=0.025, adv=3.558, sprd=0.025]
Ep 026/60 [S2:+mat]:  66%|█▉ | 221/333 [04:50<02:28,  1.33s/it, loss=0.736, pair=0.011, adv=3.852, sprd=0.027]
Ep 026/60 [S2:+mat]:  67%|██ | 222/333 [04:50<02:25,  1.31s/it, loss=0.736, pair=0.011, adv=3.852, sprd=0.027]
Ep 026/60 [S2:+mat]:  67%|██ | 222/333 [04:52<02:25,  1.31s/it, loss=0.720, pair=0.015, adv=3.931, sprd=0.022]
Ep 026/60 [S2:+mat]:  67%|██ | 223/333 [04:52<02:32,  1.39s/it, loss=0.720, pair=0.015, adv=3.931, sprd=0.022]
Ep 026/60 [S2:+mat]:  67%|██ | 223/333 [04:53<02:32,  1.39s/it, loss=0.723, pair=0.011, adv=3.834, sprd=0.022]
Ep 026/60 [S2:+mat]:  67%|██ | 224/333 [04:53<02:25,  1.34s/it, loss=0.723, pair=0.011, adv=3.834, sprd=0.022]
Ep 026/60 [S2:+mat]:  67%|██ | 224/333 [04:54<02:25,  1.34s/it, loss=0.734, pair=0.036, adv=3.975, sprd=0.023]
Ep 026/60 [S2:+mat]:  68%|██ | 225/333 [04:54<02:30,  1.40s/it, loss=0.734, pair=0.036, adv=3.975, sprd=0.023]
Ep 026/60 [S2:+mat]:  68%|██ | 225/333 [04:56<02:30,  1.40s/it, loss=0.721, pair=0.019, adv=3.516, sprd=0.022]
Ep 026/60 [S2:+mat]:  68%|██ | 226/333 [04:56<02:23,  1.35s/it, loss=0.721, pair=0.019, adv=3.516, sprd=0.022]
Ep 026/60 [S2:+mat]:  68%|██ | 226/333 [04:57<02:23,  1.35s/it, loss=0.729, pair=0.014, adv=3.431, sprd=0.022]
Ep 026/60 [S2:+mat]:  68%|██ | 227/333 [04:57<02:26,  1.38s/it, loss=0.729, pair=0.014, adv=3.431, sprd=0.022]
Ep 026/60 [S2:+mat]:  68%|██ | 227/333 [04:58<02:26,  1.38s/it, loss=0.718, pair=0.017, adv=3.798, sprd=0.022]
Ep 026/60 [S2:+mat]:  68%|██ | 228/333 [04:58<02:14,  1.28s/it, loss=0.718, pair=0.017, adv=3.798, sprd=0.022]
Ep 026/60 [S2:+mat]:  68%|██ | 228/333 [05:00<02:14,  1.28s/it, loss=0.718, pair=0.010, adv=3.885, sprd=0.024]
Ep 026/60 [S2:+mat]:  69%|██ | 229/333 [05:00<02:20,  1.35s/it, loss=0.718, pair=0.010, adv=3.885, sprd=0.024]
Ep 026/60 [S2:+mat]:  69%|██ | 229/333 [05:01<02:20,  1.35s/it, loss=0.761, pair=0.018, adv=3.890, sprd=0.021]
Ep 026/60 [S2:+mat]:  69%|██ | 230/333 [05:01<02:15,  1.31s/it, loss=0.761, pair=0.018, adv=3.890, sprd=0.021]
Ep 026/60 [S2:+mat]:  69%|██ | 230/333 [05:02<02:15,  1.31s/it, loss=0.700, pair=0.002, adv=3.724, sprd=0.018]
Ep 026/60 [S2:+mat]:  69%|██ | 231/333 [05:02<02:20,  1.38s/it, loss=0.700, pair=0.002, adv=3.724, sprd=0.018]
Ep 026/60 [S2:+mat]:  69%|██ | 231/333 [05:04<02:20,  1.38s/it, loss=0.744, pair=0.033, adv=3.720, sprd=0.030]
Ep 026/60 [S2:+mat]:  70%|██ | 232/333 [05:04<02:15,  1.35s/it, loss=0.744, pair=0.033, adv=3.720, sprd=0.030]
Ep 026/60 [S2:+mat]:  70%|██ | 232/333 [05:05<02:15,  1.35s/it, loss=0.712, pair=0.006, adv=3.652, sprd=0.021]
Ep 026/60 [S2:+mat]:  70%|██ | 233/333 [05:05<02:17,  1.38s/it, loss=0.712, pair=0.006, adv=3.652, sprd=0.021]
Ep 026/60 [S2:+mat]:  70%|██ | 233/333 [05:06<02:17,  1.38s/it, loss=0.722, pair=0.011, adv=3.919, sprd=0.024]
Ep 026/60 [S2:+mat]:  70%|██ | 234/333 [05:06<02:12,  1.34s/it, loss=0.722, pair=0.011, adv=3.919, sprd=0.024]
Ep 026/60 [S2:+mat]:  70%|██ | 234/333 [05:08<02:12,  1.34s/it, loss=0.738, pair=0.044, adv=4.077, sprd=0.024]
Ep 026/60 [S2:+mat]:  71%|██ | 235/333 [05:08<02:16,  1.39s/it, loss=0.738, pair=0.044, adv=4.077, sprd=0.024]
Ep 026/60 [S2:+mat]:  71%|██ | 235/333 [05:09<02:16,  1.39s/it, loss=0.745, pair=0.007, adv=3.771, sprd=0.028]
Ep 026/60 [S2:+mat]:  71%|██▏| 236/333 [05:09<02:10,  1.35s/it, loss=0.745, pair=0.007, adv=3.771, sprd=0.028]
Ep 026/60 [S2:+mat]:  71%|██▏| 236/333 [05:11<02:10,  1.35s/it, loss=0.801, pair=0.031, adv=3.401, sprd=0.020]
Ep 026/60 [S2:+mat]:  71%|██▏| 237/333 [05:11<02:14,  1.40s/it, loss=0.801, pair=0.031, adv=3.401, sprd=0.020]
Ep 026/60 [S2:+mat]:  71%|██▏| 237/333 [05:12<02:14,  1.40s/it, loss=0.720, pair=0.014, adv=3.916, sprd=0.023]
Ep 026/60 [S2:+mat]:  71%|██▏| 238/333 [05:12<02:02,  1.29s/it, loss=0.720, pair=0.014, adv=3.916, sprd=0.023]
Ep 026/60 [S2:+mat]:  71%|██▏| 238/333 [05:13<02:02,  1.29s/it, loss=0.719, pair=0.023, adv=3.656, sprd=0.022]
Ep 026/60 [S2:+mat]:  72%|██▏| 239/333 [05:13<02:08,  1.37s/it, loss=0.719, pair=0.023, adv=3.656, sprd=0.022]
Ep 026/60 [S2:+mat]:  72%|██▏| 239/333 [05:15<02:08,  1.37s/it, loss=0.719, pair=0.008, adv=3.784, sprd=0.023]
Ep 026/60 [S2:+mat]:  72%|██▏| 240/333 [05:15<02:02,  1.32s/it, loss=0.719, pair=0.008, adv=3.784, sprd=0.023]
Ep 026/60 [S2:+mat]:  72%|██▏| 240/333 [05:16<02:02,  1.32s/it, loss=0.698, pair=0.022, adv=3.467, sprd=0.018]
Ep 026/60 [S2:+mat]:  72%|██▏| 241/333 [05:16<02:08,  1.40s/it, loss=0.698, pair=0.022, adv=3.467, sprd=0.018]
Ep 026/60 [S2:+mat]:  72%|██▏| 241/333 [05:17<02:08,  1.40s/it, loss=0.725, pair=0.004, adv=3.599, sprd=0.024]
Ep 026/60 [S2:+mat]:  73%|██▏| 242/333 [05:17<02:03,  1.35s/it, loss=0.725, pair=0.004, adv=3.599, sprd=0.024]
Ep 026/60 [S2:+mat]:  73%|██▏| 242/333 [05:19<02:03,  1.35s/it, loss=0.744, pair=0.045, adv=3.506, sprd=0.025]
Ep 026/60 [S2:+mat]:  73%|██▏| 243/333 [05:19<02:07,  1.42s/it, loss=0.744, pair=0.045, adv=3.506, sprd=0.025]
Ep 026/60 [S2:+mat]:  73%|██▏| 243/333 [05:20<02:07,  1.42s/it, loss=0.729, pair=0.035, adv=3.824, sprd=0.024]
Ep 026/60 [S2:+mat]:  73%|██▏| 244/333 [05:20<02:02,  1.37s/it, loss=0.729, pair=0.035, adv=3.824, sprd=0.024]
Ep 026/60 [S2:+mat]:  73%|██▏| 244/333 [05:22<02:02,  1.37s/it, loss=0.732, pair=0.025, adv=3.614, sprd=0.024]
Ep 026/60 [S2:+mat]:  74%|██▏| 245/333 [05:22<02:03,  1.41s/it, loss=0.732, pair=0.025, adv=3.614, sprd=0.024]
Ep 026/60 [S2:+mat]:  74%|██▏| 245/333 [05:23<02:03,  1.41s/it, loss=0.727, pair=0.034, adv=3.501, sprd=0.023]
Ep 026/60 [S2:+mat]:  74%|██▏| 246/333 [05:23<01:59,  1.37s/it, loss=0.727, pair=0.034, adv=3.501, sprd=0.023]
Ep 026/60 [S2:+mat]:  74%|██▏| 246/333 [05:25<01:59,  1.37s/it, loss=0.739, pair=0.020, adv=3.608, sprd=0.021]
Ep 026/60 [S2:+mat]:  74%|██▏| 247/333 [05:25<02:02,  1.43s/it, loss=0.739, pair=0.020, adv=3.608, sprd=0.021]
Ep 026/60 [S2:+mat]:  74%|██▏| 247/333 [05:26<02:02,  1.43s/it, loss=0.755, pair=0.014, adv=3.663, sprd=0.031]
Ep 026/60 [S2:+mat]:  74%|██▏| 248/333 [05:26<01:55,  1.36s/it, loss=0.755, pair=0.014, adv=3.663, sprd=0.031]
Ep 026/60 [S2:+mat]:  74%|██▏| 248/333 [05:27<01:55,  1.36s/it, loss=0.727, pair=0.005, adv=3.763, sprd=0.025]
Ep 026/60 [S2:+mat]:  75%|██▏| 249/333 [05:27<01:58,  1.41s/it, loss=0.727, pair=0.005, adv=3.763, sprd=0.025]
Ep 026/60 [S2:+mat]:  75%|██▏| 249/333 [05:28<01:58,  1.41s/it, loss=0.735, pair=0.008, adv=3.317, sprd=0.019]
Ep 026/60 [S2:+mat]:  75%|██▎| 250/333 [05:28<01:52,  1.35s/it, loss=0.735, pair=0.008, adv=3.317, sprd=0.019]
Ep 026/60 [S2:+mat]:  75%|██▎| 250/333 [05:30<01:52,  1.35s/it, loss=0.732, pair=0.010, adv=3.849, sprd=0.026]
Ep 026/60 [S2:+mat]:  75%|██▎| 251/333 [05:30<01:56,  1.42s/it, loss=0.732, pair=0.010, adv=3.849, sprd=0.026]
Ep 026/60 [S2:+mat]:  75%|██▎| 251/333 [05:31<01:56,  1.42s/it, loss=0.733, pair=0.007, adv=3.618, sprd=0.025]
Ep 026/60 [S2:+mat]:  76%|██▎| 252/333 [05:31<01:51,  1.38s/it, loss=0.733, pair=0.007, adv=3.618, sprd=0.025]
Ep 026/60 [S2:+mat]:  76%|██▎| 252/333 [05:33<01:51,  1.38s/it, loss=0.713, pair=0.011, adv=3.479, sprd=0.019]
Ep 026/60 [S2:+mat]:  76%|██▎| 253/333 [05:33<01:52,  1.41s/it, loss=0.713, pair=0.011, adv=3.479, sprd=0.019]
Ep 026/60 [S2:+mat]:  76%|██▎| 253/333 [05:34<01:52,  1.41s/it, loss=0.734, pair=0.023, adv=3.873, sprd=0.024]
Ep 026/60 [S2:+mat]:  76%|██▎| 254/333 [05:34<01:47,  1.36s/it, loss=0.734, pair=0.023, adv=3.873, sprd=0.024]
Ep 026/60 [S2:+mat]:  76%|██▎| 254/333 [05:36<01:47,  1.36s/it, loss=0.744, pair=0.016, adv=3.567, sprd=0.029]
Ep 026/60 [S2:+mat]:  77%|██▎| 255/333 [05:36<01:50,  1.42s/it, loss=0.744, pair=0.016, adv=3.567, sprd=0.029]
Ep 026/60 [S2:+mat]:  77%|██▎| 255/333 [05:37<01:50,  1.42s/it, loss=0.715, pair=0.003, adv=3.632, sprd=0.022]
Ep 026/60 [S2:+mat]:  77%|██▎| 256/333 [05:37<01:44,  1.36s/it, loss=0.715, pair=0.003, adv=3.632, sprd=0.022]
Ep 026/60 [S2:+mat]:  77%|██▎| 256/333 [05:38<01:44,  1.36s/it, loss=0.723, pair=0.003, adv=3.549, sprd=0.023]
Ep 026/60 [S2:+mat]:  77%|██▎| 257/333 [05:38<01:48,  1.43s/it, loss=0.723, pair=0.003, adv=3.549, sprd=0.023]
Ep 026/60 [S2:+mat]:  77%|██▎| 257/333 [05:40<01:48,  1.43s/it, loss=0.738, pair=0.007, adv=3.648, sprd=0.027]
Ep 026/60 [S2:+mat]:  77%|██▎| 258/333 [05:40<01:43,  1.38s/it, loss=0.738, pair=0.007, adv=3.648, sprd=0.027]
Ep 026/60 [S2:+mat]:  77%|██▎| 258/333 [05:41<01:43,  1.38s/it, loss=0.735, pair=0.012, adv=3.368, sprd=0.027]
Ep 026/60 [S2:+mat]:  78%|██▎| 259/333 [05:41<01:45,  1.43s/it, loss=0.735, pair=0.012, adv=3.368, sprd=0.027]
Ep 026/60 [S2:+mat]:  78%|██▎| 259/333 [05:42<01:45,  1.43s/it, loss=0.729, pair=0.010, adv=3.676, sprd=0.025]
Ep 026/60 [S2:+mat]:  78%|██▎| 260/333 [05:42<01:41,  1.39s/it, loss=0.729, pair=0.010, adv=3.676, sprd=0.025]
Ep 026/60 [S2:+mat]:  78%|██▎| 260/333 [05:44<01:41,  1.39s/it, loss=0.742, pair=0.008, adv=3.523, sprd=0.027]
Ep 026/60 [S2:+mat]:  78%|██▎| 261/333 [05:44<01:43,  1.43s/it, loss=0.742, pair=0.008, adv=3.523, sprd=0.027]
Ep 026/60 [S2:+mat]:  78%|██▎| 261/333 [05:45<01:43,  1.43s/it, loss=0.725, pair=0.015, adv=3.569, sprd=0.023]
Ep 026/60 [S2:+mat]:  79%|██▎| 262/333 [05:45<01:37,  1.38s/it, loss=0.725, pair=0.015, adv=3.569, sprd=0.023]
Ep 026/60 [S2:+mat]:  79%|██▎| 262/333 [05:47<01:37,  1.38s/it, loss=0.693, pair=0.011, adv=3.224, sprd=0.017]
Ep 026/60 [S2:+mat]:  79%|██▎| 263/333 [05:47<01:38,  1.41s/it, loss=0.693, pair=0.011, adv=3.224, sprd=0.017]
Ep 026/60 [S2:+mat]:  79%|██▎| 263/333 [05:48<01:38,  1.41s/it, loss=0.736, pair=0.007, adv=3.447, sprd=0.028]
Ep 026/60 [S2:+mat]:  79%|██▍| 264/333 [05:48<01:34,  1.38s/it, loss=0.736, pair=0.007, adv=3.447, sprd=0.028]
Ep 026/60 [S2:+mat]:  79%|██▍| 264/333 [05:50<01:34,  1.38s/it, loss=0.727, pair=0.013, adv=3.938, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 265/333 [05:50<01:37,  1.43s/it, loss=0.727, pair=0.013, adv=3.938, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 265/333 [05:51<01:37,  1.43s/it, loss=0.736, pair=0.005, adv=3.584, sprd=0.028]
Ep 026/60 [S2:+mat]:  80%|██▍| 266/333 [05:51<01:33,  1.39s/it, loss=0.736, pair=0.005, adv=3.584, sprd=0.028]
Ep 026/60 [S2:+mat]:  80%|██▍| 266/333 [05:52<01:33,  1.39s/it, loss=0.731, pair=0.022, adv=3.656, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 267/333 [05:52<01:31,  1.39s/it, loss=0.731, pair=0.022, adv=3.656, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 267/333 [05:54<01:31,  1.39s/it, loss=0.725, pair=0.007, adv=3.809, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 268/333 [05:54<01:28,  1.36s/it, loss=0.725, pair=0.007, adv=3.809, sprd=0.025]
Ep 026/60 [S2:+mat]:  80%|██▍| 268/333 [05:55<01:28,  1.36s/it, loss=0.697, pair=0.010, adv=3.215, sprd=0.020]
Ep 026/60 [S2:+mat]:  81%|██▍| 269/333 [05:55<01:29,  1.40s/it, loss=0.697, pair=0.010, adv=3.215, sprd=0.020]
Ep 026/60 [S2:+mat]:  81%|██▍| 269/333 [05:56<01:29,  1.40s/it, loss=0.723, pair=0.030, adv=3.647, sprd=0.021]
Ep 026/60 [S2:+mat]:  81%|██▍| 270/333 [05:56<01:25,  1.35s/it, loss=0.723, pair=0.030, adv=3.647, sprd=0.021]
Ep 026/60 [S2:+mat]:  81%|██▍| 270/333 [05:58<01:25,  1.35s/it, loss=0.730, pair=0.011, adv=3.863, sprd=0.026]
Ep 026/60 [S2:+mat]:  81%|██▍| 271/333 [05:58<01:27,  1.41s/it, loss=0.730, pair=0.011, adv=3.863, sprd=0.026]
Ep 026/60 [S2:+mat]:  81%|██▍| 271/333 [05:59<01:27,  1.41s/it, loss=0.725, pair=0.012, adv=3.622, sprd=0.025]
Ep 026/60 [S2:+mat]:  82%|██▍| 272/333 [05:59<01:23,  1.37s/it, loss=0.725, pair=0.012, adv=3.622, sprd=0.025]
Ep 026/60 [S2:+mat]:  82%|██▍| 272/333 [06:01<01:23,  1.37s/it, loss=0.708, pair=0.000, adv=3.358, sprd=0.020]
Ep 026/60 [S2:+mat]:  82%|██▍| 273/333 [06:01<01:25,  1.42s/it, loss=0.708, pair=0.000, adv=3.358, sprd=0.020]
Ep 026/60 [S2:+mat]:  82%|██▍| 273/333 [06:02<01:25,  1.42s/it, loss=0.727, pair=0.013, adv=3.659, sprd=0.024]
Ep 026/60 [S2:+mat]:  82%|██▍| 274/333 [06:02<01:21,  1.38s/it, loss=0.727, pair=0.013, adv=3.659, sprd=0.024]
Ep 026/60 [S2:+mat]:  82%|██▍| 274/333 [06:04<01:21,  1.38s/it, loss=0.723, pair=0.018, adv=3.751, sprd=0.023]
Ep 026/60 [S2:+mat]:  83%|██▍| 275/333 [06:04<01:23,  1.44s/it, loss=0.723, pair=0.018, adv=3.751, sprd=0.023]
Ep 026/60 [S2:+mat]:  83%|██▍| 275/333 [06:05<01:23,  1.44s/it, loss=0.736, pair=0.026, adv=4.049, sprd=0.027]
Ep 026/60 [S2:+mat]:  83%|██▍| 276/333 [06:05<01:18,  1.38s/it, loss=0.736, pair=0.026, adv=4.049, sprd=0.027]
Ep 026/60 [S2:+mat]:  83%|██▍| 276/333 [06:06<01:18,  1.38s/it, loss=0.802, pair=0.020, adv=3.604, sprd=0.021]
Ep 026/60 [S2:+mat]:  83%|██▍| 277/333 [06:06<01:19,  1.41s/it, loss=0.802, pair=0.020, adv=3.604, sprd=0.021]
Ep 026/60 [S2:+mat]:  83%|██▍| 277/333 [06:08<01:19,  1.41s/it, loss=0.722, pair=0.006, adv=3.515, sprd=0.024]
Ep 026/60 [S2:+mat]:  83%|██▌| 278/333 [06:08<01:15,  1.36s/it, loss=0.722, pair=0.006, adv=3.515, sprd=0.024]
Ep 026/60 [S2:+mat]:  83%|██▌| 278/333 [06:09<01:15,  1.36s/it, loss=0.732, pair=0.010, adv=3.607, sprd=0.024]
Ep 026/60 [S2:+mat]:  84%|██▌| 279/333 [06:09<01:16,  1.42s/it, loss=0.732, pair=0.010, adv=3.607, sprd=0.024]
Ep 026/60 [S2:+mat]:  84%|██▌| 279/333 [06:10<01:16,  1.42s/it, loss=0.706, pair=0.020, adv=3.587, sprd=0.018]
Ep 026/60 [S2:+mat]:  84%|██▌| 280/333 [06:10<01:11,  1.35s/it, loss=0.706, pair=0.020, adv=3.587, sprd=0.018]
Ep 026/60 [S2:+mat]:  84%|██▌| 280/333 [06:12<01:11,  1.35s/it, loss=0.744, pair=0.001, adv=3.404, sprd=0.029]
Ep 026/60 [S2:+mat]:  84%|██▌| 281/333 [06:12<01:15,  1.45s/it, loss=0.744, pair=0.001, adv=3.404, sprd=0.029]
Ep 026/60 [S2:+mat]:  84%|██▌| 281/333 [06:13<01:15,  1.45s/it, loss=0.709, pair=0.017, adv=3.641, sprd=0.018]
Ep 026/60 [S2:+mat]:  85%|██▌| 282/333 [06:13<01:09,  1.37s/it, loss=0.709, pair=0.017, adv=3.641, sprd=0.018]
Ep 026/60 [S2:+mat]:  85%|██▌| 282/333 [06:15<01:09,  1.37s/it, loss=0.720, pair=0.017, adv=3.690, sprd=0.022]
Ep 026/60 [S2:+mat]:  85%|██▌| 283/333 [06:15<01:11,  1.42s/it, loss=0.720, pair=0.017, adv=3.690, sprd=0.022]
Ep 026/60 [S2:+mat]:  85%|██▌| 283/333 [06:16<01:11,  1.42s/it, loss=0.752, pair=0.009, adv=3.894, sprd=0.032]
Ep 026/60 [S2:+mat]:  85%|██▌| 284/333 [06:16<01:08,  1.39s/it, loss=0.752, pair=0.009, adv=3.894, sprd=0.032]
Ep 026/60 [S2:+mat]:  85%|██▌| 284/333 [06:18<01:08,  1.39s/it, loss=0.732, pair=0.006, adv=3.564, sprd=0.024]
Ep 026/60 [S2:+mat]:  86%|██▌| 285/333 [06:18<01:10,  1.46s/it, loss=0.732, pair=0.006, adv=3.564, sprd=0.024]
Ep 026/60 [S2:+mat]:  86%|██▌| 285/333 [06:19<01:10,  1.46s/it, loss=0.714, pair=0.001, adv=3.785, sprd=0.024]
Ep 026/60 [S2:+mat]:  86%|██▌| 286/333 [06:19<01:04,  1.37s/it, loss=0.714, pair=0.001, adv=3.785, sprd=0.024]
Ep 026/60 [S2:+mat]:  86%|██▌| 286/333 [06:20<01:04,  1.37s/it, loss=0.854, pair=0.011, adv=3.828, sprd=0.029]
Ep 026/60 [S2:+mat]:  86%|██▌| 287/333 [06:20<01:05,  1.42s/it, loss=0.854, pair=0.011, adv=3.828, sprd=0.029]
Ep 026/60 [S2:+mat]:  86%|██▌| 287/333 [06:22<01:05,  1.42s/it, loss=0.725, pair=0.010, adv=3.698, sprd=0.025]
Ep 026/60 [S2:+mat]:  86%|██▌| 288/333 [06:22<01:01,  1.37s/it, loss=0.725, pair=0.010, adv=3.698, sprd=0.025]
Ep 026/60 [S2:+mat]:  86%|██▌| 288/333 [06:23<01:01,  1.37s/it, loss=0.707, pair=0.003, adv=3.771, sprd=0.021]
Ep 026/60 [S2:+mat]:  87%|██▌| 289/333 [06:23<01:01,  1.39s/it, loss=0.707, pair=0.003, adv=3.771, sprd=0.021]
Ep 026/60 [S2:+mat]:  87%|██▌| 289/333 [06:24<01:01,  1.39s/it, loss=0.728, pair=0.023, adv=3.636, sprd=0.023]
Ep 026/60 [S2:+mat]:  87%|██▌| 290/333 [06:24<00:58,  1.35s/it, loss=0.728, pair=0.023, adv=3.636, sprd=0.023]
Ep 026/60 [S2:+mat]:  87%|██▌| 290/333 [06:26<00:58,  1.35s/it, loss=0.737, pair=0.031, adv=3.763, sprd=0.021]
Ep 026/60 [S2:+mat]:  87%|██▌| 291/333 [06:26<00:58,  1.39s/it, loss=0.737, pair=0.031, adv=3.763, sprd=0.021]
Ep 026/60 [S2:+mat]:  87%|██▌| 291/333 [06:27<00:58,  1.39s/it, loss=0.732, pair=0.029, adv=3.523, sprd=0.024]
Ep 026/60 [S2:+mat]:  88%|██▋| 292/333 [06:27<00:55,  1.36s/it, loss=0.732, pair=0.029, adv=3.523, sprd=0.024]
Ep 026/60 [S2:+mat]:  88%|██▋| 292/333 [06:29<00:55,  1.36s/it, loss=0.733, pair=0.034, adv=3.759, sprd=0.020]
Ep 026/60 [S2:+mat]:  88%|██▋| 293/333 [06:29<00:55,  1.39s/it, loss=0.733, pair=0.034, adv=3.759, sprd=0.020]
Ep 026/60 [S2:+mat]:  88%|██▋| 293/333 [06:30<00:55,  1.39s/it, loss=0.716, pair=0.012, adv=3.936, sprd=0.021]
Ep 026/60 [S2:+mat]:  88%|██▋| 294/333 [06:30<00:52,  1.34s/it, loss=0.716, pair=0.012, adv=3.936, sprd=0.021]
Ep 026/60 [S2:+mat]:  88%|██▋| 294/333 [06:31<00:52,  1.34s/it, loss=0.712, pair=0.015, adv=3.388, sprd=0.019]
Ep 026/60 [S2:+mat]:  89%|██▋| 295/333 [06:31<00:53,  1.40s/it, loss=0.712, pair=0.015, adv=3.388, sprd=0.019]
Ep 026/60 [S2:+mat]:  89%|██▋| 295/333 [06:32<00:53,  1.40s/it, loss=0.725, pair=0.013, adv=3.565, sprd=0.021]
Ep 026/60 [S2:+mat]:  89%|██▋| 296/333 [06:32<00:47,  1.30s/it, loss=0.725, pair=0.013, adv=3.565, sprd=0.021]
Ep 026/60 [S2:+mat]:  89%|██▋| 296/333 [06:34<00:47,  1.30s/it, loss=0.769, pair=0.011, adv=3.595, sprd=0.024]
Ep 026/60 [S2:+mat]:  89%|██▋| 297/333 [06:34<00:49,  1.38s/it, loss=0.769, pair=0.011, adv=3.595, sprd=0.024]
Ep 026/60 [S2:+mat]:  89%|██▋| 297/333 [06:35<00:49,  1.38s/it, loss=0.722, pair=0.035, adv=3.746, sprd=0.020]
Ep 026/60 [S2:+mat]:  89%|██▋| 298/333 [06:35<00:46,  1.32s/it, loss=0.722, pair=0.035, adv=3.746, sprd=0.020]
Ep 026/60 [S2:+mat]:  89%|██▋| 298/333 [06:37<00:46,  1.32s/it, loss=0.726, pair=0.022, adv=3.445, sprd=0.022]
Ep 026/60 [S2:+mat]:  90%|██▋| 299/333 [06:37<00:47,  1.39s/it, loss=0.726, pair=0.022, adv=3.445, sprd=0.022]
Ep 026/60 [S2:+mat]:  90%|██▋| 299/333 [06:38<00:47,  1.39s/it, loss=0.728, pair=0.029, adv=3.457, sprd=0.023]
Ep 026/60 [S2:+mat]:  90%|██▋| 300/333 [06:38<00:44,  1.35s/it, loss=0.728, pair=0.029, adv=3.457, sprd=0.023]
Ep 026/60 [S2:+mat]:  90%|██▋| 300/333 [06:39<00:44,  1.35s/it, loss=0.747, pair=0.015, adv=3.662, sprd=0.026]
Ep 026/60 [S2:+mat]:  90%|██▋| 301/333 [06:39<00:45,  1.41s/it, loss=0.747, pair=0.015, adv=3.662, sprd=0.026]
Ep 026/60 [S2:+mat]:  90%|██▋| 301/333 [06:41<00:45,  1.41s/it, loss=0.733, pair=0.021, adv=3.894, sprd=0.025]
Ep 026/60 [S2:+mat]:  91%|██▋| 302/333 [06:41<00:42,  1.37s/it, loss=0.733, pair=0.021, adv=3.894, sprd=0.025]
Ep 026/60 [S2:+mat]:  91%|██▋| 302/333 [06:42<00:42,  1.37s/it, loss=0.723, pair=0.011, adv=3.765, sprd=0.022]
Ep 026/60 [S2:+mat]:  91%|██▋| 303/333 [06:42<00:42,  1.42s/it, loss=0.723, pair=0.011, adv=3.765, sprd=0.022]
Ep 026/60 [S2:+mat]:  91%|██▋| 303/333 [06:44<00:42,  1.42s/it, loss=0.726, pair=0.001, adv=3.701, sprd=0.025]
Ep 026/60 [S2:+mat]:  91%|██▋| 304/333 [06:44<00:39,  1.37s/it, loss=0.726, pair=0.001, adv=3.701, sprd=0.025]
Ep 026/60 [S2:+mat]:  91%|██▋| 304/333 [06:45<00:39,  1.37s/it, loss=0.715, pair=0.001, adv=3.799, sprd=0.021]
Ep 026/60 [S2:+mat]:  92%|██▋| 305/333 [06:45<00:39,  1.41s/it, loss=0.715, pair=0.001, adv=3.799, sprd=0.021]
Ep 026/60 [S2:+mat]:  92%|██▋| 305/333 [06:46<00:39,  1.41s/it, loss=0.738, pair=0.001, adv=3.547, sprd=0.027]
Ep 026/60 [S2:+mat]:  92%|██▊| 306/333 [06:46<00:35,  1.33s/it, loss=0.738, pair=0.001, adv=3.547, sprd=0.027]
Ep 026/60 [S2:+mat]:  92%|██▊| 306/333 [06:48<00:35,  1.33s/it, loss=0.716, pair=0.005, adv=3.503, sprd=0.023]
Ep 026/60 [S2:+mat]:  92%|██▊| 307/333 [06:48<00:35,  1.37s/it, loss=0.716, pair=0.005, adv=3.503, sprd=0.023]
Ep 026/60 [S2:+mat]:  92%|██▊| 307/333 [06:49<00:35,  1.37s/it, loss=0.721, pair=0.001, adv=3.791, sprd=0.024]
Ep 026/60 [S2:+mat]:  92%|██▊| 308/333 [06:49<00:33,  1.35s/it, loss=0.721, pair=0.001, adv=3.791, sprd=0.024]
Ep 026/60 [S2:+mat]:  92%|██▊| 308/333 [06:50<00:33,  1.35s/it, loss=0.713, pair=0.025, adv=3.686, sprd=0.020]
Ep 026/60 [S2:+mat]:  93%|██▊| 309/333 [06:50<00:34,  1.42s/it, loss=0.713, pair=0.025, adv=3.686, sprd=0.020]
Ep 026/60 [S2:+mat]:  93%|██▊| 309/333 [06:52<00:34,  1.42s/it, loss=0.717, pair=0.023, adv=3.199, sprd=0.024]
Ep 026/60 [S2:+mat]:  93%|██▊| 310/333 [06:52<00:31,  1.37s/it, loss=0.717, pair=0.023, adv=3.199, sprd=0.024]
Ep 026/60 [S2:+mat]:  93%|██▊| 310/333 [06:53<00:31,  1.37s/it, loss=0.721, pair=0.006, adv=3.876, sprd=0.023]
Ep 026/60 [S2:+mat]:  93%|██▊| 311/333 [06:53<00:31,  1.43s/it, loss=0.721, pair=0.006, adv=3.876, sprd=0.023]
Ep 026/60 [S2:+mat]:  93%|██▊| 311/333 [06:55<00:31,  1.43s/it, loss=0.714, pair=0.004, adv=3.551, sprd=0.022]
Ep 026/60 [S2:+mat]:  94%|██▊| 312/333 [06:55<00:28,  1.37s/it, loss=0.714, pair=0.004, adv=3.551, sprd=0.022]
Ep 026/60 [S2:+mat]:  94%|██▊| 312/333 [06:56<00:28,  1.37s/it, loss=0.792, pair=0.013, adv=3.940, sprd=0.030]
Ep 026/60 [S2:+mat]:  94%|██▊| 313/333 [06:56<00:29,  1.46s/it, loss=0.792, pair=0.013, adv=3.940, sprd=0.030]
Ep 026/60 [S2:+mat]:  94%|██▊| 313/333 [06:57<00:29,  1.46s/it, loss=0.734, pair=0.023, adv=3.784, sprd=0.025]
Ep 026/60 [S2:+mat]:  94%|██▊| 314/333 [06:57<00:26,  1.41s/it, loss=0.734, pair=0.023, adv=3.784, sprd=0.025]
Ep 026/60 [S2:+mat]:  94%|██▊| 314/333 [06:59<00:26,  1.41s/it, loss=0.714, pair=0.018, adv=3.817, sprd=0.021]
Ep 026/60 [S2:+mat]:  95%|██▊| 315/333 [06:59<00:25,  1.43s/it, loss=0.714, pair=0.018, adv=3.817, sprd=0.021]
Ep 026/60 [S2:+mat]:  95%|██▊| 315/333 [07:00<00:25,  1.43s/it, loss=0.749, pair=0.022, adv=3.627, sprd=0.030]
Ep 026/60 [S2:+mat]:  95%|██▊| 316/333 [07:00<00:22,  1.33s/it, loss=0.749, pair=0.022, adv=3.627, sprd=0.030]
Ep 026/60 [S2:+mat]:  95%|██▊| 316/333 [07:02<00:22,  1.33s/it, loss=0.806, pair=0.007, adv=3.515, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 317/333 [07:02<00:22,  1.39s/it, loss=0.806, pair=0.007, adv=3.515, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 317/333 [07:03<00:22,  1.39s/it, loss=0.718, pair=0.007, adv=3.254, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 318/333 [07:03<00:20,  1.35s/it, loss=0.718, pair=0.007, adv=3.254, sprd=0.022]
Ep 026/60 [S2:+mat]:  95%|██▊| 318/333 [07:04<00:20,  1.35s/it, loss=0.741, pair=0.024, adv=3.527, sprd=0.025]
Ep 026/60 [S2:+mat]:  96%|██▊| 319/333 [07:04<00:19,  1.42s/it, loss=0.741, pair=0.024, adv=3.527, sprd=0.025]
Ep 026/60 [S2:+mat]:  96%|██▊| 319/333 [07:06<00:19,  1.42s/it, loss=0.721, pair=0.022, adv=3.555, sprd=0.022]
Ep 026/60 [S2:+mat]:  96%|██▉| 320/333 [07:06<00:17,  1.37s/it, loss=0.721, pair=0.022, adv=3.555, sprd=0.022]
Ep 026/60 [S2:+mat]:  96%|██▉| 320/333 [07:07<00:17,  1.37s/it, loss=0.743, pair=0.006, adv=3.523, sprd=0.027]
Ep 026/60 [S2:+mat]:  96%|██▉| 321/333 [07:07<00:17,  1.43s/it, loss=0.743, pair=0.006, adv=3.523, sprd=0.027]
Ep 026/60 [S2:+mat]:  96%|██▉| 321/333 [07:09<00:17,  1.43s/it, loss=0.714, pair=0.005, adv=3.635, sprd=0.020]
Ep 026/60 [S2:+mat]:  97%|██▉| 322/333 [07:09<00:15,  1.38s/it, loss=0.714, pair=0.005, adv=3.635, sprd=0.020]
Ep 026/60 [S2:+mat]:  97%|██▉| 322/333 [07:10<00:15,  1.38s/it, loss=0.729, pair=0.021, adv=3.860, sprd=0.023]
Ep 026/60 [S2:+mat]:  97%|██▉| 323/333 [07:10<00:14,  1.42s/it, loss=0.729, pair=0.021, adv=3.860, sprd=0.023]
Ep 026/60 [S2:+mat]:  97%|██▉| 323/333 [07:11<00:14,  1.42s/it, loss=0.739, pair=0.018, adv=3.827, sprd=0.026]
Ep 026/60 [S2:+mat]:  97%|██▉| 324/333 [07:11<00:12,  1.39s/it, loss=0.739, pair=0.018, adv=3.827, sprd=0.026]
Ep 026/60 [S2:+mat]:  97%|██▉| 324/333 [07:13<00:12,  1.39s/it, loss=0.731, pair=0.034, adv=3.971, sprd=0.024]
Ep 026/60 [S2:+mat]:  98%|██▉| 325/333 [07:13<00:11,  1.41s/it, loss=0.731, pair=0.034, adv=3.971, sprd=0.024]
Ep 026/60 [S2:+mat]:  98%|██▉| 325/333 [07:14<00:11,  1.41s/it, loss=0.725, pair=0.037, adv=3.376, sprd=0.021]
Ep 026/60 [S2:+mat]:  98%|██▉| 326/333 [07:14<00:09,  1.32s/it, loss=0.725, pair=0.037, adv=3.376, sprd=0.021]
Ep 026/60 [S2:+mat]:  98%|██▉| 326/333 [07:15<00:09,  1.32s/it, loss=0.802, pair=0.024, adv=3.595, sprd=0.021]
Ep 026/60 [S2:+mat]:  98%|██▉| 327/333 [07:15<00:08,  1.38s/it, loss=0.802, pair=0.024, adv=3.595, sprd=0.021]
Ep 026/60 [S2:+mat]:  98%|██▉| 327/333 [07:17<00:08,  1.38s/it, loss=0.725, pair=0.014, adv=3.680, sprd=0.023]
Ep 026/60 [S2:+mat]:  98%|██▉| 328/333 [07:17<00:06,  1.35s/it, loss=0.725, pair=0.014, adv=3.680, sprd=0.023]
Ep 026/60 [S2:+mat]:  98%|██▉| 328/333 [07:18<00:06,  1.35s/it, loss=0.750, pair=0.042, adv=3.532, sprd=0.026]
Ep 026/60 [S2:+mat]:  99%|██▉| 329/333 [07:18<00:05,  1.42s/it, loss=0.750, pair=0.042, adv=3.532, sprd=0.026]
Ep 026/60 [S2:+mat]:  99%|██▉| 329/333 [07:20<00:05,  1.42s/it, loss=0.729, pair=0.007, adv=3.681, sprd=0.025]
Ep 026/60 [S2:+mat]:  99%|██▉| 330/333 [07:20<00:04,  1.38s/it, loss=0.729, pair=0.007, adv=3.681, sprd=0.025]
Ep 026/60 [S2:+mat]:  99%|██▉| 330/333 [07:21<00:04,  1.38s/it, loss=0.704, pair=0.014, adv=3.150, sprd=0.023]
Ep 026/60 [S2:+mat]:  99%|██▉| 331/333 [07:21<00:02,  1.41s/it, loss=0.704, pair=0.014, adv=3.150, sprd=0.023]
Ep 026/60 [S2:+mat]:  99%|██▉| 331/333 [07:22<00:02,  1.41s/it, loss=0.706, pair=0.010, adv=3.629, sprd=0.020]
Ep 026/60 [S2:+mat]: 100%|██▉| 332/333 [07:22<00:01,  1.35s/it, loss=0.706, pair=0.010, adv=3.629, sprd=0.020]
Ep 026/60 [S2:+mat]: 100%|██▉| 332/333 [07:24<00:01,  1.35s/it, loss=0.744, pair=0.011, adv=3.807, sprd=0.029]
Ep 026/60 [S2:+mat]: 100%|███| 333/333 [07:24<00:00,  1.42s/it, loss=0.744, pair=0.011, adv=3.807, sprd=0.029]
                                                                                                              
Epoch 026/60 [S2:+mat]  loss=0.7384  mat=0.3264  sens=1.0497  pair=0.0427  adv=3.6201(rand=3.37)  deg=0.0073  orth=0.0064  spread=0.0234  q_mean=51.0  q_std=16.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.48e-05  444s

Ep 027/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 027/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.733, pair=0.014, adv=3.632, sprd=0.025]
Ep 027/60 [S2:+mat]:   0%|     | 1/333 [00:01<10:43,  1.94s/it, loss=0.733, pair=0.014, adv=3.632, sprd=0.025]
Ep 027/60 [S2:+mat]:   0%|     | 1/333 [00:03<10:43,  1.94s/it, loss=0.734, pair=0.017, adv=3.705, sprd=0.026]
Ep 027/60 [S2:+mat]:   1%|     | 2/333 [00:03<08:21,  1.51s/it, loss=0.734, pair=0.017, adv=3.705, sprd=0.026]
Ep 027/60 [S2:+mat]:   1%|     | 2/333 [00:04<08:21,  1.51s/it, loss=0.724, pair=0.013, adv=3.589, sprd=0.023]
Ep 027/60 [S2:+mat]:   1%|     | 3/333 [00:04<08:19,  1.51s/it, loss=0.724, pair=0.013, adv=3.589, sprd=0.023]
Ep 027/60 [S2:+mat]:   1%|     | 3/333 [00:05<08:19,  1.51s/it, loss=0.742, pair=0.040, adv=3.492, sprd=0.026]
Ep 027/60 [S2:+mat]:   1%|     | 4/333 [00:05<07:47,  1.42s/it, loss=0.742, pair=0.040, adv=3.492, sprd=0.026]
Ep 027/60 [S2:+mat]:   1%|     | 4/333 [00:07<07:47,  1.42s/it, loss=0.818, pair=0.042, adv=4.105, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 5/333 [00:07<08:01,  1.47s/it, loss=0.818, pair=0.042, adv=4.105, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 5/333 [00:08<08:01,  1.47s/it, loss=0.734, pair=0.015, adv=3.655, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 6/333 [00:08<07:43,  1.42s/it, loss=0.734, pair=0.015, adv=3.655, sprd=0.026]
Ep 027/60 [S2:+mat]:   2%|     | 6/333 [00:10<07:43,  1.42s/it, loss=0.709, pair=0.012, adv=3.586, sprd=0.019]
Ep 027/60 [S2:+mat]:   2%|     | 7/333 [00:10<08:00,  1.47s/it, loss=0.709, pair=0.012, adv=3.586, sprd=0.019]
Ep 027/60 [S2:+mat]:   2%|     | 7/333 [00:11<08:00,  1.47s/it, loss=0.743, pair=0.031, adv=3.741, sprd=0.024]
Ep 027/60 [S2:+mat]:   2%|     | 8/333 [00:11<07:34,  1.40s/it, loss=0.743, pair=0.031, adv=3.741, sprd=0.024]
Ep 027/60 [S2:+mat]:   2%|     | 8/333 [00:13<07:34,  1.40s/it, loss=0.731, pair=0.014, adv=3.610, sprd=0.024]
Ep 027/60 [S2:+mat]:   3%|▏    | 9/333 [00:13<07:52,  1.46s/it, loss=0.731, pair=0.014, adv=3.610, sprd=0.024]
Ep 027/60 [S2:+mat]:   3%|▏    | 9/333 [00:14<07:52,  1.46s/it, loss=0.717, pair=0.005, adv=3.568, sprd=0.024]
Ep 027/60 [S2:+mat]:   3%|    | 10/333 [00:14<07:31,  1.40s/it, loss=0.717, pair=0.005, adv=3.568, sprd=0.024]
Ep 027/60 [S2:+mat]:   3%|    | 10/333 [00:16<07:31,  1.40s/it, loss=0.715, pair=0.011, adv=3.564, sprd=0.021]
Ep 027/60 [S2:+mat]:   3%|▏   | 11/333 [00:16<07:41,  1.43s/it, loss=0.715, pair=0.011, adv=3.564, sprd=0.021]
Ep 027/60 [S2:+mat]:   3%|▏   | 11/333 [00:17<07:41,  1.43s/it, loss=0.726, pair=0.004, adv=3.795, sprd=0.025]
Ep 027/60 [S2:+mat]:   4%|▏   | 12/333 [00:17<07:11,  1.34s/it, loss=0.726, pair=0.004, adv=3.795, sprd=0.025]
Ep 027/60 [S2:+mat]:   4%|▏   | 12/333 [00:18<07:11,  1.34s/it, loss=0.709, pair=0.020, adv=3.424, sprd=0.018]
Ep 027/60 [S2:+mat]:   4%|▏   | 13/333 [00:18<07:25,  1.39s/it, loss=0.709, pair=0.020, adv=3.424, sprd=0.018]
Ep 027/60 [S2:+mat]:   4%|▏   | 13/333 [00:20<07:25,  1.39s/it, loss=0.745, pair=0.008, adv=3.457, sprd=0.029]
Ep 027/60 [S2:+mat]:   4%|▏   | 14/333 [00:20<07:20,  1.38s/it, loss=0.745, pair=0.008, adv=3.457, sprd=0.029]
Ep 027/60 [S2:+mat]:   4%|▏   | 14/333 [00:21<07:20,  1.38s/it, loss=0.800, pair=0.002, adv=3.352, sprd=0.022]
Ep 027/60 [S2:+mat]:   5%|▏   | 15/333 [00:21<07:39,  1.44s/it, loss=0.800, pair=0.002, adv=3.352, sprd=0.022]
Ep 027/60 [S2:+mat]:   5%|▏   | 15/333 [00:22<07:39,  1.44s/it, loss=0.717, pair=0.003, adv=3.356, sprd=0.022]
Ep 027/60 [S2:+mat]:   5%|▏   | 16/333 [00:22<07:21,  1.39s/it, loss=0.717, pair=0.003, adv=3.356, sprd=0.022]
Ep 027/60 [S2:+mat]:   5%|▏   | 16/333 [00:24<07:21,  1.39s/it, loss=0.734, pair=0.024, adv=3.640, sprd=0.024]
Ep 027/60 [S2:+mat]:   5%|▏   | 17/333 [00:24<07:33,  1.44s/it, loss=0.734, pair=0.024, adv=3.640, sprd=0.024]
Ep 027/60 [S2:+mat]:   5%|▏   | 17/333 [00:25<07:33,  1.44s/it, loss=0.733, pair=0.022, adv=3.643, sprd=0.026]
Ep 027/60 [S2:+mat]:   5%|▏   | 18/333 [00:25<07:17,  1.39s/it, loss=0.733, pair=0.022, adv=3.643, sprd=0.026]
Ep 027/60 [S2:+mat]:   5%|▏   | 18/333 [00:27<07:17,  1.39s/it, loss=0.712, pair=0.014, adv=3.258, sprd=0.024]
Ep 027/60 [S2:+mat]:   6%|▏   | 19/333 [00:27<07:27,  1.43s/it, loss=0.712, pair=0.014, adv=3.258, sprd=0.024]
Ep 027/60 [S2:+mat]:   6%|▏   | 19/333 [00:28<07:27,  1.43s/it, loss=0.716, pair=0.006, adv=3.370, sprd=0.019]
Ep 027/60 [S2:+mat]:   6%|▏   | 20/333 [00:28<07:10,  1.37s/it, loss=0.716, pair=0.006, adv=3.370, sprd=0.019]
Ep 027/60 [S2:+mat]:   6%|▏   | 20/333 [00:30<07:10,  1.37s/it, loss=0.773, pair=0.013, adv=3.993, sprd=0.036]
Ep 027/60 [S2:+mat]:   6%|▎   | 21/333 [00:30<07:30,  1.45s/it, loss=0.773, pair=0.013, adv=3.993, sprd=0.036]
Ep 027/60 [S2:+mat]:   6%|▎   | 21/333 [00:31<07:30,  1.45s/it, loss=0.726, pair=0.005, adv=3.459, sprd=0.023]
Ep 027/60 [S2:+mat]:   7%|▎   | 22/333 [00:31<07:03,  1.36s/it, loss=0.726, pair=0.005, adv=3.459, sprd=0.023]
Ep 027/60 [S2:+mat]:   7%|▎   | 22/333 [00:32<07:03,  1.36s/it, loss=0.723, pair=0.007, adv=3.622, sprd=0.023]
Ep 027/60 [S2:+mat]:   7%|▎   | 23/333 [00:32<07:22,  1.43s/it, loss=0.723, pair=0.007, adv=3.622, sprd=0.023]
Ep 027/60 [S2:+mat]:   7%|▎   | 23/333 [00:34<07:22,  1.43s/it, loss=0.706, pair=0.009, adv=3.288, sprd=0.022]
Ep 027/60 [S2:+mat]:   7%|▎   | 24/333 [00:34<07:08,  1.39s/it, loss=0.706, pair=0.009, adv=3.288, sprd=0.022]
Ep 027/60 [S2:+mat]:   7%|▎   | 24/333 [00:35<07:08,  1.39s/it, loss=0.733, pair=0.006, adv=3.660, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 25/333 [00:35<07:23,  1.44s/it, loss=0.733, pair=0.006, adv=3.660, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 25/333 [00:36<07:23,  1.44s/it, loss=0.730, pair=0.014, adv=3.634, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 26/333 [00:36<07:08,  1.40s/it, loss=0.730, pair=0.014, adv=3.634, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 26/333 [00:38<07:08,  1.40s/it, loss=0.714, pair=0.007, adv=3.601, sprd=0.019]
Ep 027/60 [S2:+mat]:   8%|▎   | 27/333 [00:38<07:11,  1.41s/it, loss=0.714, pair=0.007, adv=3.601, sprd=0.019]
Ep 027/60 [S2:+mat]:   8%|▎   | 27/333 [00:39<07:11,  1.41s/it, loss=0.727, pair=0.020, adv=3.835, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 28/333 [00:39<07:01,  1.38s/it, loss=0.727, pair=0.020, adv=3.835, sprd=0.026]
Ep 027/60 [S2:+mat]:   8%|▎   | 28/333 [00:41<07:01,  1.38s/it, loss=0.711, pair=0.017, adv=3.784, sprd=0.019]
Ep 027/60 [S2:+mat]:   9%|▎   | 29/333 [00:41<07:21,  1.45s/it, loss=0.711, pair=0.017, adv=3.784, sprd=0.019]
Ep 027/60 [S2:+mat]:   9%|▎   | 29/333 [00:42<07:21,  1.45s/it, loss=0.739, pair=0.014, adv=3.734, sprd=0.027]
Ep 027/60 [S2:+mat]:   9%|▎   | 30/333 [00:42<07:03,  1.40s/it, loss=0.739, pair=0.014, adv=3.734, sprd=0.027]
Ep 027/60 [S2:+mat]:   9%|▎   | 30/333 [00:44<07:03,  1.40s/it, loss=0.705, pair=0.013, adv=3.553, sprd=0.017]
Ep 027/60 [S2:+mat]:   9%|▎   | 31/333 [00:44<07:20,  1.46s/it, loss=0.705, pair=0.013, adv=3.553, sprd=0.017]
Ep 027/60 [S2:+mat]:   9%|▎   | 31/333 [00:45<07:20,  1.46s/it, loss=0.739, pair=0.019, adv=3.828, sprd=0.027]
Ep 027/60 [S2:+mat]:  10%|▍   | 32/333 [00:45<06:45,  1.35s/it, loss=0.739, pair=0.019, adv=3.828, sprd=0.027]
Ep 027/60 [S2:+mat]:  10%|▍   | 32/333 [00:46<06:45,  1.35s/it, loss=0.718, pair=0.012, adv=3.908, sprd=0.021]
Ep 027/60 [S2:+mat]:  10%|▍   | 33/333 [00:46<07:00,  1.40s/it, loss=0.718, pair=0.012, adv=3.908, sprd=0.021]
Ep 027/60 [S2:+mat]:  10%|▍   | 33/333 [00:48<07:00,  1.40s/it, loss=0.729, pair=0.023, adv=3.443, sprd=0.024]
Ep 027/60 [S2:+mat]:  10%|▍   | 34/333 [00:48<06:49,  1.37s/it, loss=0.729, pair=0.023, adv=3.443, sprd=0.024]
Ep 027/60 [S2:+mat]:  10%|▍   | 34/333 [00:49<06:49,  1.37s/it, loss=0.717, pair=0.010, adv=4.044, sprd=0.024]
Ep 027/60 [S2:+mat]:  11%|▍   | 35/333 [00:49<07:01,  1.41s/it, loss=0.717, pair=0.010, adv=4.044, sprd=0.024]
Ep 027/60 [S2:+mat]:  11%|▍   | 35/333 [00:50<07:01,  1.41s/it, loss=0.720, pair=0.010, adv=3.567, sprd=0.022]
Ep 027/60 [S2:+mat]:  11%|▍   | 36/333 [00:50<06:44,  1.36s/it, loss=0.720, pair=0.010, adv=3.567, sprd=0.022]
Ep 027/60 [S2:+mat]:  11%|▍   | 36/333 [00:52<06:44,  1.36s/it, loss=0.737, pair=0.006, adv=3.938, sprd=0.026]
Ep 027/60 [S2:+mat]:  11%|▍   | 37/333 [00:52<06:57,  1.41s/it, loss=0.737, pair=0.006, adv=3.938, sprd=0.026]
Ep 027/60 [S2:+mat]:  11%|▍   | 37/333 [00:53<06:57,  1.41s/it, loss=0.711, pair=0.019, adv=3.804, sprd=0.019]
Ep 027/60 [S2:+mat]:  11%|▍   | 38/333 [00:53<06:41,  1.36s/it, loss=0.711, pair=0.019, adv=3.804, sprd=0.019]
Ep 027/60 [S2:+mat]:  11%|▍   | 38/333 [00:55<06:41,  1.36s/it, loss=0.716, pair=0.005, adv=3.840, sprd=0.023]
Ep 027/60 [S2:+mat]:  12%|▍   | 39/333 [00:55<06:56,  1.42s/it, loss=0.716, pair=0.005, adv=3.840, sprd=0.023]
Ep 027/60 [S2:+mat]:  12%|▍   | 39/333 [00:56<06:56,  1.42s/it, loss=0.720, pair=0.001, adv=3.855, sprd=0.023]
Ep 027/60 [S2:+mat]:  12%|▍   | 40/333 [00:56<06:42,  1.37s/it, loss=0.720, pair=0.001, adv=3.855, sprd=0.023]
Ep 027/60 [S2:+mat]:  12%|▍   | 40/333 [00:58<06:42,  1.37s/it, loss=0.722, pair=0.018, adv=3.505, sprd=0.023]
Ep 027/60 [S2:+mat]:  12%|▍   | 41/333 [00:58<07:02,  1.45s/it, loss=0.722, pair=0.018, adv=3.505, sprd=0.023]
Ep 027/60 [S2:+mat]:  12%|▍   | 41/333 [00:59<07:02,  1.45s/it, loss=0.720, pair=0.001, adv=3.721, sprd=0.024]
Ep 027/60 [S2:+mat]:  13%|▌   | 42/333 [00:59<06:47,  1.40s/it, loss=0.720, pair=0.001, adv=3.721, sprd=0.024]
Ep 027/60 [S2:+mat]:  13%|▌   | 42/333 [01:00<06:47,  1.40s/it, loss=0.746, pair=0.021, adv=3.707, sprd=0.029]
Ep 027/60 [S2:+mat]:  13%|▌   | 43/333 [01:00<06:54,  1.43s/it, loss=0.746, pair=0.021, adv=3.707, sprd=0.029]
Ep 027/60 [S2:+mat]:  13%|▌   | 43/333 [01:02<06:54,  1.43s/it, loss=0.740, pair=0.007, adv=3.902, sprd=0.029]
Ep 027/60 [S2:+mat]:  13%|▌   | 44/333 [01:02<06:41,  1.39s/it, loss=0.740, pair=0.007, adv=3.902, sprd=0.029]
Ep 027/60 [S2:+mat]:  13%|▌   | 44/333 [01:03<06:41,  1.39s/it, loss=0.722, pair=0.018, adv=3.656, sprd=0.020]
Ep 027/60 [S2:+mat]:  14%|▌   | 45/333 [01:03<06:52,  1.43s/it, loss=0.722, pair=0.018, adv=3.656, sprd=0.020]
Ep 027/60 [S2:+mat]:  14%|▌   | 45/333 [01:04<06:52,  1.43s/it, loss=0.799, pair=0.134, adv=3.425, sprd=0.026]
Ep 027/60 [S2:+mat]:  14%|▌   | 46/333 [01:04<06:37,  1.39s/it, loss=0.799, pair=0.134, adv=3.425, sprd=0.026]
Ep 027/60 [S2:+mat]:  14%|▌   | 46/333 [01:06<06:37,  1.39s/it, loss=0.732, pair=0.006, adv=3.309, sprd=0.026]
Ep 027/60 [S2:+mat]:  14%|▌   | 47/333 [01:06<06:48,  1.43s/it, loss=0.732, pair=0.006, adv=3.309, sprd=0.026]
Ep 027/60 [S2:+mat]:  14%|▌   | 47/333 [01:07<06:48,  1.43s/it, loss=0.718, pair=0.002, adv=3.550, sprd=0.022]
Ep 027/60 [S2:+mat]:  14%|▌   | 48/333 [01:07<06:35,  1.39s/it, loss=0.718, pair=0.002, adv=3.550, sprd=0.022]
Ep 027/60 [S2:+mat]:  14%|▌   | 48/333 [01:09<06:35,  1.39s/it, loss=0.730, pair=0.007, adv=3.860, sprd=0.025]
Ep 027/60 [S2:+mat]:  15%|▌   | 49/333 [01:09<06:49,  1.44s/it, loss=0.730, pair=0.007, adv=3.860, sprd=0.025]
Ep 027/60 [S2:+mat]:  15%|▌   | 49/333 [01:10<06:49,  1.44s/it, loss=0.682, pair=0.007, adv=3.273, sprd=0.015]
Ep 027/60 [S2:+mat]:  15%|▌   | 50/333 [01:10<06:26,  1.36s/it, loss=0.682, pair=0.007, adv=3.273, sprd=0.015]
Ep 027/60 [S2:+mat]:  15%|▌   | 50/333 [01:12<06:26,  1.36s/it, loss=0.715, pair=0.002, adv=3.627, sprd=0.022]
Ep 027/60 [S2:+mat]:  15%|▌   | 51/333 [01:12<06:37,  1.41s/it, loss=0.715, pair=0.002, adv=3.627, sprd=0.022]
Ep 027/60 [S2:+mat]:  15%|▌   | 51/333 [01:13<06:37,  1.41s/it, loss=0.729, pair=0.000, adv=3.617, sprd=0.027]
Ep 027/60 [S2:+mat]:  16%|▌   | 52/333 [01:13<06:28,  1.38s/it, loss=0.729, pair=0.000, adv=3.617, sprd=0.027]
Ep 027/60 [S2:+mat]:  16%|▌   | 52/333 [01:14<06:28,  1.38s/it, loss=0.712, pair=0.005, adv=3.773, sprd=0.023]
Ep 027/60 [S2:+mat]:  16%|▋   | 53/333 [01:14<06:30,  1.40s/it, loss=0.712, pair=0.005, adv=3.773, sprd=0.023]
Ep 027/60 [S2:+mat]:  16%|▋   | 53/333 [01:16<06:30,  1.40s/it, loss=0.707, pair=0.003, adv=3.489, sprd=0.021]
Ep 027/60 [S2:+mat]:  16%|▋   | 54/333 [01:16<06:16,  1.35s/it, loss=0.707, pair=0.003, adv=3.489, sprd=0.021]
Ep 027/60 [S2:+mat]:  16%|▋   | 54/333 [01:17<06:16,  1.35s/it, loss=0.725, pair=0.028, adv=3.525, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 55/333 [01:17<06:24,  1.38s/it, loss=0.725, pair=0.028, adv=3.525, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 55/333 [01:18<06:24,  1.38s/it, loss=0.730, pair=0.048, adv=3.527, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 56/333 [01:18<06:12,  1.34s/it, loss=0.730, pair=0.048, adv=3.527, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 56/333 [01:20<06:12,  1.34s/it, loss=0.721, pair=0.023, adv=3.822, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 57/333 [01:20<06:33,  1.43s/it, loss=0.721, pair=0.023, adv=3.822, sprd=0.022]
Ep 027/60 [S2:+mat]:  17%|▋   | 57/333 [01:21<06:33,  1.43s/it, loss=0.710, pair=0.004, adv=3.561, sprd=0.019]
Ep 027/60 [S2:+mat]:  17%|▋   | 58/333 [01:21<06:18,  1.38s/it, loss=0.710, pair=0.004, adv=3.561, sprd=0.019]
Ep 027/60 [S2:+mat]:  17%|▋   | 58/333 [01:23<06:18,  1.38s/it, loss=0.709, pair=0.007, adv=3.481, sprd=0.020]
Ep 027/60 [S2:+mat]:  18%|▋   | 59/333 [01:23<06:30,  1.42s/it, loss=0.709, pair=0.007, adv=3.481, sprd=0.020]
Ep 027/60 [S2:+mat]:  18%|▋   | 59/333 [01:24<06:30,  1.42s/it, loss=0.761, pair=0.014, adv=3.908, sprd=0.033]
Ep 027/60 [S2:+mat]:  18%|▋   | 60/333 [01:24<06:22,  1.40s/it, loss=0.761, pair=0.014, adv=3.908, sprd=0.033]
Ep 027/60 [S2:+mat]:  18%|▋   | 60/333 [01:26<06:22,  1.40s/it, loss=0.750, pair=0.023, adv=3.937, sprd=0.030]
Ep 027/60 [S2:+mat]:  18%|▋   | 61/333 [01:26<06:33,  1.45s/it, loss=0.750, pair=0.023, adv=3.937, sprd=0.030]
Ep 027/60 [S2:+mat]:  18%|▋   | 61/333 [01:27<06:33,  1.45s/it, loss=0.732, pair=0.001, adv=4.007, sprd=0.026]
Ep 027/60 [S2:+mat]:  19%|▋   | 62/333 [01:27<06:18,  1.40s/it, loss=0.732, pair=0.001, adv=4.007, sprd=0.026]
Ep 027/60 [S2:+mat]:  19%|▋   | 62/333 [01:28<06:18,  1.40s/it, loss=0.725, pair=0.015, adv=3.782, sprd=0.022]
Ep 027/60 [S2:+mat]:  19%|▊   | 63/333 [01:28<06:17,  1.40s/it, loss=0.725, pair=0.015, adv=3.782, sprd=0.022]
Ep 027/60 [S2:+mat]:  19%|▊   | 63/333 [01:30<06:17,  1.40s/it, loss=0.711, pair=0.013, adv=3.311, sprd=0.019]
Ep 027/60 [S2:+mat]:  19%|▊   | 64/333 [01:30<06:02,  1.35s/it, loss=0.711, pair=0.013, adv=3.311, sprd=0.019]
Ep 027/60 [S2:+mat]:  19%|▊   | 64/333 [01:31<06:02,  1.35s/it, loss=0.748, pair=0.045, adv=3.687, sprd=0.027]
Ep 027/60 [S2:+mat]:  20%|▊   | 65/333 [01:31<06:20,  1.42s/it, loss=0.748, pair=0.045, adv=3.687, sprd=0.027]
Ep 027/60 [S2:+mat]:  20%|▊   | 65/333 [01:32<06:20,  1.42s/it, loss=0.708, pair=0.013, adv=3.578, sprd=0.019]
Ep 027/60 [S2:+mat]:  20%|▊   | 66/333 [01:32<06:03,  1.36s/it, loss=0.708, pair=0.013, adv=3.578, sprd=0.019]
Ep 027/60 [S2:+mat]:  20%|▊   | 66/333 [01:34<06:03,  1.36s/it, loss=0.713, pair=0.012, adv=3.574, sprd=0.021]
Ep 027/60 [S2:+mat]:  20%|▊   | 67/333 [01:34<06:23,  1.44s/it, loss=0.713, pair=0.012, adv=3.574, sprd=0.021]
Ep 027/60 [S2:+mat]:  20%|▊   | 67/333 [01:35<06:23,  1.44s/it, loss=0.721, pair=0.023, adv=3.505, sprd=0.024]
Ep 027/60 [S2:+mat]:  20%|▊   | 68/333 [01:35<06:09,  1.39s/it, loss=0.721, pair=0.023, adv=3.505, sprd=0.024]
Ep 027/60 [S2:+mat]:  20%|▊   | 68/333 [01:37<06:09,  1.39s/it, loss=0.749, pair=0.021, adv=3.770, sprd=0.026]
Ep 027/60 [S2:+mat]:  21%|▊   | 69/333 [01:37<06:29,  1.47s/it, loss=0.749, pair=0.021, adv=3.770, sprd=0.026]
Ep 027/60 [S2:+mat]:  21%|▊   | 69/333 [01:38<06:29,  1.47s/it, loss=0.722, pair=0.007, adv=3.737, sprd=0.022]
Ep 027/60 [S2:+mat]:  21%|▊   | 70/333 [01:38<06:12,  1.42s/it, loss=0.722, pair=0.007, adv=3.737, sprd=0.022]
Ep 027/60 [S2:+mat]:  21%|▊   | 70/333 [01:40<06:12,  1.42s/it, loss=0.717, pair=0.017, adv=3.572, sprd=0.021]
Ep 027/60 [S2:+mat]:  21%|▊   | 71/333 [01:40<06:21,  1.46s/it, loss=0.717, pair=0.017, adv=3.572, sprd=0.021]
Ep 027/60 [S2:+mat]:  21%|▊   | 71/333 [01:41<06:21,  1.46s/it, loss=0.715, pair=0.011, adv=3.557, sprd=0.021]
Ep 027/60 [S2:+mat]:  22%|▊   | 72/333 [01:41<06:03,  1.39s/it, loss=0.715, pair=0.011, adv=3.557, sprd=0.021]
Ep 027/60 [S2:+mat]:  22%|▊   | 72/333 [01:43<06:03,  1.39s/it, loss=0.741, pair=0.007, adv=3.489, sprd=0.027]
Ep 027/60 [S2:+mat]:  22%|▉   | 73/333 [01:43<06:16,  1.45s/it, loss=0.741, pair=0.007, adv=3.489, sprd=0.027]
Ep 027/60 [S2:+mat]:  22%|▉   | 73/333 [01:44<06:16,  1.45s/it, loss=0.726, pair=0.007, adv=3.487, sprd=0.024]
Ep 027/60 [S2:+mat]:  22%|▉   | 74/333 [01:44<06:04,  1.41s/it, loss=0.726, pair=0.007, adv=3.487, sprd=0.024]
Ep 027/60 [S2:+mat]:  22%|▉   | 74/333 [01:45<06:04,  1.41s/it, loss=0.729, pair=0.009, adv=3.911, sprd=0.025]
Ep 027/60 [S2:+mat]:  23%|▉   | 75/333 [01:45<06:13,  1.45s/it, loss=0.729, pair=0.009, adv=3.911, sprd=0.025]
Ep 027/60 [S2:+mat]:  23%|▉   | 75/333 [01:47<06:13,  1.45s/it, loss=0.721, pair=0.015, adv=3.438, sprd=0.022]
Ep 027/60 [S2:+mat]:  23%|▉   | 76/333 [01:47<05:57,  1.39s/it, loss=0.721, pair=0.015, adv=3.438, sprd=0.022]
Ep 027/60 [S2:+mat]:  23%|▉   | 76/333 [01:48<05:57,  1.39s/it, loss=0.745, pair=0.018, adv=3.597, sprd=0.026]
Ep 027/60 [S2:+mat]:  23%|▉   | 77/333 [01:48<06:13,  1.46s/it, loss=0.745, pair=0.018, adv=3.597, sprd=0.026]
Ep 027/60 [S2:+mat]:  23%|▉   | 77/333 [01:50<06:13,  1.46s/it, loss=0.747, pair=0.016, adv=3.768, sprd=0.027]
Ep 027/60 [S2:+mat]:  23%|▉   | 78/333 [01:50<05:59,  1.41s/it, loss=0.747, pair=0.016, adv=3.768, sprd=0.027]
Ep 027/60 [S2:+mat]:  23%|▉   | 78/333 [01:51<05:59,  1.41s/it, loss=0.724, pair=0.007, adv=3.771, sprd=0.025]
Ep 027/60 [S2:+mat]:  24%|▉   | 79/333 [01:51<06:14,  1.47s/it, loss=0.724, pair=0.007, adv=3.771, sprd=0.025]
Ep 027/60 [S2:+mat]:  24%|▉   | 79/333 [01:52<06:14,  1.47s/it, loss=0.716, pair=0.004, adv=3.823, sprd=0.023]
Ep 027/60 [S2:+mat]:  24%|▉   | 80/333 [01:52<05:57,  1.41s/it, loss=0.716, pair=0.004, adv=3.823, sprd=0.023]
Ep 027/60 [S2:+mat]:  24%|▉   | 80/333 [01:54<05:57,  1.41s/it, loss=0.740, pair=0.010, adv=3.895, sprd=0.029]
Ep 027/60 [S2:+mat]:  24%|▉   | 81/333 [01:54<06:10,  1.47s/it, loss=0.740, pair=0.010, adv=3.895, sprd=0.029]
Ep 027/60 [S2:+mat]:  24%|▉   | 81/333 [01:55<06:10,  1.47s/it, loss=0.769, pair=0.029, adv=3.984, sprd=0.032]
Ep 027/60 [S2:+mat]:  25%|▉   | 82/333 [01:55<05:56,  1.42s/it, loss=0.769, pair=0.029, adv=3.984, sprd=0.032]
Ep 027/60 [S2:+mat]:  25%|▉   | 82/333 [01:57<05:56,  1.42s/it, loss=0.710, pair=0.013, adv=3.667, sprd=0.022]
Ep 027/60 [S2:+mat]:  25%|▉   | 83/333 [01:57<06:09,  1.48s/it, loss=0.710, pair=0.013, adv=3.667, sprd=0.022]
Ep 027/60 [S2:+mat]:  25%|▉   | 83/333 [01:58<06:09,  1.48s/it, loss=0.702, pair=0.010, adv=3.634, sprd=0.017]
Ep 027/60 [S2:+mat]:  25%|█   | 84/333 [01:58<05:51,  1.41s/it, loss=0.702, pair=0.010, adv=3.634, sprd=0.017]
Ep 027/60 [S2:+mat]:  25%|█   | 84/333 [02:00<05:51,  1.41s/it, loss=0.699, pair=0.002, adv=3.775, sprd=0.018]
Ep 027/60 [S2:+mat]:  26%|█   | 85/333 [02:00<05:52,  1.42s/it, loss=0.699, pair=0.002, adv=3.775, sprd=0.018]
Ep 027/60 [S2:+mat]:  26%|█   | 85/333 [02:01<05:52,  1.42s/it, loss=0.724, pair=0.008, adv=3.477, sprd=0.022]
Ep 027/60 [S2:+mat]:  26%|█   | 86/333 [02:01<05:37,  1.37s/it, loss=0.724, pair=0.008, adv=3.477, sprd=0.022]
Ep 027/60 [S2:+mat]:  26%|█   | 86/333 [02:03<05:37,  1.37s/it, loss=0.733, pair=0.006, adv=3.935, sprd=0.026]
Ep 027/60 [S2:+mat]:  26%|█   | 87/333 [02:03<05:53,  1.44s/it, loss=0.733, pair=0.006, adv=3.935, sprd=0.026]
Ep 027/60 [S2:+mat]:  26%|█   | 87/333 [02:04<05:53,  1.44s/it, loss=0.695, pair=0.001, adv=3.431, sprd=0.016]
Ep 027/60 [S2:+mat]:  26%|█   | 88/333 [02:04<05:36,  1.37s/it, loss=0.695, pair=0.001, adv=3.431, sprd=0.016]
Ep 027/60 [S2:+mat]:  26%|█   | 88/333 [02:05<05:36,  1.37s/it, loss=0.719, pair=0.001, adv=3.828, sprd=0.022]
Ep 027/60 [S2:+mat]:  27%|█   | 89/333 [02:05<05:51,  1.44s/it, loss=0.719, pair=0.001, adv=3.828, sprd=0.022]
Ep 027/60 [S2:+mat]:  27%|█   | 89/333 [02:07<05:51,  1.44s/it, loss=0.732, pair=0.024, adv=3.661, sprd=0.024]
Ep 027/60 [S2:+mat]:  27%|█   | 90/333 [02:07<05:39,  1.40s/it, loss=0.732, pair=0.024, adv=3.661, sprd=0.024]
Ep 027/60 [S2:+mat]:  27%|█   | 90/333 [02:08<05:39,  1.40s/it, loss=0.728, pair=0.018, adv=3.647, sprd=0.023]
Ep 027/60 [S2:+mat]:  27%|█   | 91/333 [02:08<05:46,  1.43s/it, loss=0.728, pair=0.018, adv=3.647, sprd=0.023]
Ep 027/60 [S2:+mat]:  27%|█   | 91/333 [02:09<05:46,  1.43s/it, loss=0.726, pair=0.028, adv=3.702, sprd=0.020]
Ep 027/60 [S2:+mat]:  28%|█   | 92/333 [02:09<05:34,  1.39s/it, loss=0.726, pair=0.028, adv=3.702, sprd=0.020]
Ep 027/60 [S2:+mat]:  28%|█   | 92/333 [02:11<05:34,  1.39s/it, loss=0.718, pair=0.022, adv=3.743, sprd=0.021]
Ep 027/60 [S2:+mat]:  28%|█   | 93/333 [02:11<05:44,  1.43s/it, loss=0.718, pair=0.022, adv=3.743, sprd=0.021]
Ep 027/60 [S2:+mat]:  28%|█   | 93/333 [02:12<05:44,  1.43s/it, loss=0.744, pair=0.006, adv=3.949, sprd=0.027]
Ep 027/60 [S2:+mat]:  28%|█▏  | 94/333 [02:12<05:28,  1.38s/it, loss=0.744, pair=0.006, adv=3.949, sprd=0.027]
Ep 027/60 [S2:+mat]:  28%|█▏  | 94/333 [02:14<05:28,  1.38s/it, loss=0.714, pair=0.017, adv=3.645, sprd=0.019]
Ep 027/60 [S2:+mat]:  29%|█▏  | 95/333 [02:14<05:35,  1.41s/it, loss=0.714, pair=0.017, adv=3.645, sprd=0.019]
Ep 027/60 [S2:+mat]:  29%|█▏  | 95/333 [02:15<05:35,  1.41s/it, loss=0.758, pair=0.008, adv=3.838, sprd=0.035]
Ep 027/60 [S2:+mat]:  29%|█▏  | 96/333 [02:15<05:29,  1.39s/it, loss=0.758, pair=0.008, adv=3.838, sprd=0.035]
Ep 027/60 [S2:+mat]:  29%|█▏  | 96/333 [02:17<05:29,  1.39s/it, loss=0.735, pair=0.001, adv=3.466, sprd=0.024]
Ep 027/60 [S2:+mat]:  29%|█▏  | 97/333 [02:17<05:43,  1.46s/it, loss=0.735, pair=0.001, adv=3.466, sprd=0.024]
Ep 027/60 [S2:+mat]:  29%|█▏  | 97/333 [02:18<05:43,  1.46s/it, loss=0.724, pair=0.010, adv=3.795, sprd=0.025]
Ep 027/60 [S2:+mat]:  29%|█▏  | 98/333 [02:18<05:30,  1.41s/it, loss=0.724, pair=0.010, adv=3.795, sprd=0.025]
Ep 027/60 [S2:+mat]:  29%|█▏  | 98/333 [02:19<05:30,  1.41s/it, loss=0.740, pair=0.006, adv=3.923, sprd=0.027]
Ep 027/60 [S2:+mat]:  30%|█▏  | 99/333 [02:19<05:36,  1.44s/it, loss=0.740, pair=0.006, adv=3.923, sprd=0.027]
Ep 027/60 [S2:+mat]:  30%|█▏  | 99/333 [02:21<05:36,  1.44s/it, loss=0.758, pair=0.011, adv=3.992, sprd=0.031]
Ep 027/60 [S2:+mat]:  30%|▉  | 100/333 [02:21<05:27,  1.40s/it, loss=0.758, pair=0.011, adv=3.992, sprd=0.031]
Ep 027/60 [S2:+mat]:  30%|▉  | 100/333 [02:22<05:27,  1.40s/it, loss=0.791, pair=0.004, adv=4.024, sprd=0.026]
Ep 027/60 [S2:+mat]:  30%|▉  | 101/333 [02:22<05:40,  1.47s/it, loss=0.791, pair=0.004, adv=4.024, sprd=0.026]
Ep 027/60 [S2:+mat]:  30%|▉  | 101/333 [02:24<05:40,  1.47s/it, loss=0.726, pair=0.011, adv=3.687, sprd=0.023]
Ep 027/60 [S2:+mat]:  31%|▉  | 102/333 [02:24<05:26,  1.41s/it, loss=0.726, pair=0.011, adv=3.687, sprd=0.023]
Ep 027/60 [S2:+mat]:  31%|▉  | 102/333 [02:25<05:26,  1.41s/it, loss=0.708, pair=0.010, adv=3.579, sprd=0.018]
Ep 027/60 [S2:+mat]:  31%|▉  | 103/333 [02:25<05:30,  1.44s/it, loss=0.708, pair=0.010, adv=3.579, sprd=0.018]
Ep 027/60 [S2:+mat]:  31%|▉  | 103/333 [02:26<05:30,  1.44s/it, loss=0.716, pair=0.012, adv=3.442, sprd=0.020]
Ep 027/60 [S2:+mat]:  31%|▉  | 104/333 [02:26<05:04,  1.33s/it, loss=0.716, pair=0.012, adv=3.442, sprd=0.020]
Ep 027/60 [S2:+mat]:  31%|▉  | 104/333 [02:28<05:04,  1.33s/it, loss=0.727, pair=0.004, adv=3.639, sprd=0.025]
Ep 027/60 [S2:+mat]:  32%|▉  | 105/333 [02:28<05:22,  1.42s/it, loss=0.727, pair=0.004, adv=3.639, sprd=0.025]
Ep 027/60 [S2:+mat]:  32%|▉  | 105/333 [02:29<05:22,  1.42s/it, loss=0.738, pair=0.004, adv=4.114, sprd=0.028]
Ep 027/60 [S2:+mat]:  32%|▉  | 106/333 [02:29<05:13,  1.38s/it, loss=0.738, pair=0.004, adv=4.114, sprd=0.028]
Ep 027/60 [S2:+mat]:  32%|▉  | 106/333 [02:31<05:13,  1.38s/it, loss=0.721, pair=0.005, adv=3.775, sprd=0.024]
Ep 027/60 [S2:+mat]:  32%|▉  | 107/333 [02:31<05:21,  1.42s/it, loss=0.721, pair=0.005, adv=3.775, sprd=0.024]
Ep 027/60 [S2:+mat]:  32%|▉  | 107/333 [02:32<05:21,  1.42s/it, loss=0.696, pair=0.025, adv=3.279, sprd=0.014]
Ep 027/60 [S2:+mat]:  32%|▉  | 108/333 [02:32<05:02,  1.34s/it, loss=0.696, pair=0.025, adv=3.279, sprd=0.014]
Ep 027/60 [S2:+mat]:  32%|▉  | 108/333 [02:34<05:02,  1.34s/it, loss=0.723, pair=0.008, adv=3.475, sprd=0.023]
Ep 027/60 [S2:+mat]:  33%|▉  | 109/333 [02:34<05:21,  1.44s/it, loss=0.723, pair=0.008, adv=3.475, sprd=0.023]
Ep 027/60 [S2:+mat]:  33%|▉  | 109/333 [02:35<05:21,  1.44s/it, loss=0.710, pair=0.003, adv=3.502, sprd=0.019]
Ep 027/60 [S2:+mat]:  33%|▉  | 110/333 [02:35<05:06,  1.37s/it, loss=0.710, pair=0.003, adv=3.502, sprd=0.019]
Ep 027/60 [S2:+mat]:  33%|▉  | 110/333 [02:36<05:06,  1.37s/it, loss=0.714, pair=0.001, adv=3.385, sprd=0.021]
Ep 027/60 [S2:+mat]:  33%|█  | 111/333 [02:36<05:16,  1.43s/it, loss=0.714, pair=0.001, adv=3.385, sprd=0.021]
Ep 027/60 [S2:+mat]:  33%|█  | 111/333 [02:38<05:16,  1.43s/it, loss=0.715, pair=0.007, adv=3.669, sprd=0.022]
Ep 027/60 [S2:+mat]:  34%|█  | 112/333 [02:38<05:03,  1.37s/it, loss=0.715, pair=0.007, adv=3.669, sprd=0.022]
Ep 027/60 [S2:+mat]:  34%|█  | 112/333 [02:39<05:03,  1.37s/it, loss=0.757, pair=0.017, adv=3.587, sprd=0.032]
Ep 027/60 [S2:+mat]:  34%|█  | 113/333 [02:39<05:17,  1.44s/it, loss=0.757, pair=0.017, adv=3.587, sprd=0.032]
Ep 027/60 [S2:+mat]:  34%|█  | 113/333 [02:40<05:17,  1.44s/it, loss=0.714, pair=0.004, adv=3.630, sprd=0.021]
Ep 027/60 [S2:+mat]:  34%|█  | 114/333 [02:40<05:04,  1.39s/it, loss=0.714, pair=0.004, adv=3.630, sprd=0.021]
Ep 027/60 [S2:+mat]:  34%|█  | 114/333 [02:42<05:04,  1.39s/it, loss=0.730, pair=0.004, adv=3.445, sprd=0.023]
Ep 027/60 [S2:+mat]:  35%|█  | 115/333 [02:42<05:09,  1.42s/it, loss=0.730, pair=0.004, adv=3.445, sprd=0.023]
Ep 027/60 [S2:+mat]:  35%|█  | 115/333 [02:43<05:09,  1.42s/it, loss=0.719, pair=0.001, adv=3.700, sprd=0.025]
Ep 027/60 [S2:+mat]:  35%|█  | 116/333 [02:43<04:59,  1.38s/it, loss=0.719, pair=0.001, adv=3.700, sprd=0.025]
Ep 027/60 [S2:+mat]:  35%|█  | 116/333 [02:45<04:59,  1.38s/it, loss=0.715, pair=0.012, adv=3.300, sprd=0.021]
Ep 027/60 [S2:+mat]:  35%|█  | 117/333 [02:45<05:08,  1.43s/it, loss=0.715, pair=0.012, adv=3.300, sprd=0.021]
Ep 027/60 [S2:+mat]:  35%|█  | 117/333 [02:46<05:08,  1.43s/it, loss=0.713, pair=0.014, adv=3.479, sprd=0.020]
Ep 027/60 [S2:+mat]:  35%|█  | 118/333 [02:46<04:57,  1.38s/it, loss=0.713, pair=0.014, adv=3.479, sprd=0.020]
Ep 027/60 [S2:+mat]:  35%|█  | 118/333 [02:48<04:57,  1.38s/it, loss=0.724, pair=0.014, adv=3.622, sprd=0.022]
Ep 027/60 [S2:+mat]:  36%|█  | 119/333 [02:48<05:06,  1.43s/it, loss=0.724, pair=0.014, adv=3.622, sprd=0.022]
Ep 027/60 [S2:+mat]:  36%|█  | 119/333 [02:49<05:06,  1.43s/it, loss=0.717, pair=0.006, adv=3.563, sprd=0.021]
Ep 027/60 [S2:+mat]:  36%|█  | 120/333 [02:49<04:55,  1.39s/it, loss=0.717, pair=0.006, adv=3.563, sprd=0.021]
Ep 027/60 [S2:+mat]:  36%|█  | 120/333 [02:50<04:55,  1.39s/it, loss=0.718, pair=0.011, adv=3.361, sprd=0.022]
Ep 027/60 [S2:+mat]:  36%|█  | 121/333 [02:50<05:08,  1.46s/it, loss=0.718, pair=0.011, adv=3.361, sprd=0.022]
Ep 027/60 [S2:+mat]:  36%|█  | 121/333 [02:52<05:08,  1.46s/it, loss=0.733, pair=0.007, adv=3.701, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 122/333 [02:52<04:57,  1.41s/it, loss=0.733, pair=0.007, adv=3.701, sprd=0.026]
Ep 027/60 [S2:+mat]:  37%|█  | 122/333 [02:53<04:57,  1.41s/it, loss=0.731, pair=0.006, adv=3.723, sprd=0.025]
Ep 027/60 [S2:+mat]:  37%|█  | 123/333 [02:53<05:13,  1.49s/it, loss=0.731, pair=0.006, adv=3.723, sprd=0.025]
Ep 027/60 [S2:+mat]:  37%|█  | 123/333 [02:55<05:13,  1.49s/it, loss=0.729, pair=0.006, adv=3.588, sprd=0.025]
Ep 027/60 [S2:+mat]:  37%|█  | 124/333 [02:55<05:01,  1.44s/it, loss=0.729, pair=0.006, adv=3.588, sprd=0.025]
Ep 027/60 [S2:+mat]:  37%|█  | 124/333 [02:56<05:01,  1.44s/it, loss=0.740, pair=0.028, adv=3.604, sprd=0.026]
Ep 027/60 [S2:+mat]:  38%|█▏ | 125/333 [02:56<04:58,  1.43s/it, loss=0.740, pair=0.028, adv=3.604, sprd=0.026]
Ep 027/60 [S2:+mat]:  38%|█▏ | 125/333 [02:57<04:58,  1.43s/it, loss=0.712, pair=0.012, adv=3.644, sprd=0.020]
Ep 027/60 [S2:+mat]:  38%|█▏ | 126/333 [02:57<04:44,  1.37s/it, loss=0.712, pair=0.012, adv=3.644, sprd=0.020]
Ep 027/60 [S2:+mat]:  38%|█▏ | 126/333 [02:59<04:44,  1.37s/it, loss=0.722, pair=0.026, adv=3.536, sprd=0.021]
Ep 027/60 [S2:+mat]:  38%|█▏ | 127/333 [02:59<04:56,  1.44s/it, loss=0.722, pair=0.026, adv=3.536, sprd=0.021]
Ep 027/60 [S2:+mat]:  38%|█▏ | 127/333 [03:00<04:56,  1.44s/it, loss=0.716, pair=0.026, adv=3.851, sprd=0.021]
Ep 027/60 [S2:+mat]:  38%|█▏ | 128/333 [03:00<04:43,  1.38s/it, loss=0.716, pair=0.026, adv=3.851, sprd=0.021]
Ep 027/60 [S2:+mat]:  38%|█▏ | 128/333 [03:02<04:43,  1.38s/it, loss=0.706, pair=0.015, adv=3.597, sprd=0.016]
Ep 027/60 [S2:+mat]:  39%|█▏ | 129/333 [03:02<04:50,  1.42s/it, loss=0.706, pair=0.015, adv=3.597, sprd=0.016]
Ep 027/60 [S2:+mat]:  39%|█▏ | 129/333 [03:03<04:50,  1.42s/it, loss=0.702, pair=0.038, adv=3.609, sprd=0.018]
Ep 027/60 [S2:+mat]:  39%|█▏ | 130/333 [03:03<04:36,  1.36s/it, loss=0.702, pair=0.038, adv=3.609, sprd=0.018]
Ep 027/60 [S2:+mat]:  39%|█▏ | 130/333 [03:05<04:36,  1.36s/it, loss=0.726, pair=0.007, adv=3.614, sprd=0.023]
Ep 027/60 [S2:+mat]:  39%|█▏ | 131/333 [03:05<04:46,  1.42s/it, loss=0.726, pair=0.007, adv=3.614, sprd=0.023]
Ep 027/60 [S2:+mat]:  39%|█▏ | 131/333 [03:06<04:46,  1.42s/it, loss=0.706, pair=0.005, adv=3.601, sprd=0.020]
Ep 027/60 [S2:+mat]:  40%|█▏ | 132/333 [03:06<04:35,  1.37s/it, loss=0.706, pair=0.005, adv=3.601, sprd=0.020]
Ep 027/60 [S2:+mat]:  40%|█▏ | 132/333 [03:07<04:35,  1.37s/it, loss=0.715, pair=0.015, adv=3.516, sprd=0.021]
Ep 027/60 [S2:+mat]:  40%|█▏ | 133/333 [03:07<04:45,  1.43s/it, loss=0.715, pair=0.015, adv=3.516, sprd=0.021]
Ep 027/60 [S2:+mat]:  40%|█▏ | 133/333 [03:09<04:45,  1.43s/it, loss=0.752, pair=0.059, adv=3.279, sprd=0.030]
Ep 027/60 [S2:+mat]:  40%|█▏ | 134/333 [03:09<04:39,  1.41s/it, loss=0.752, pair=0.059, adv=3.279, sprd=0.030]
Ep 027/60 [S2:+mat]:  40%|█▏ | 134/333 [03:10<04:39,  1.41s/it, loss=0.713, pair=0.031, adv=3.766, sprd=0.020]
Ep 027/60 [S2:+mat]:  41%|█▏ | 135/333 [03:10<04:44,  1.43s/it, loss=0.713, pair=0.031, adv=3.766, sprd=0.020]
Ep 027/60 [S2:+mat]:  41%|█▏ | 135/333 [03:11<04:44,  1.43s/it, loss=0.710, pair=0.039, adv=3.882, sprd=0.019]
Ep 027/60 [S2:+mat]:  41%|█▏ | 136/333 [03:11<04:25,  1.35s/it, loss=0.710, pair=0.039, adv=3.882, sprd=0.019]
Ep 027/60 [S2:+mat]:  41%|█▏ | 136/333 [03:13<04:25,  1.35s/it, loss=0.726, pair=0.022, adv=3.521, sprd=0.021]
Ep 027/60 [S2:+mat]:  41%|█▏ | 137/333 [03:13<04:41,  1.44s/it, loss=0.726, pair=0.022, adv=3.521, sprd=0.021]
Ep 027/60 [S2:+mat]:  41%|█▏ | 137/333 [03:14<04:41,  1.44s/it, loss=0.724, pair=0.025, adv=3.641, sprd=0.020]
Ep 027/60 [S2:+mat]:  41%|█▏ | 138/333 [03:14<04:30,  1.39s/it, loss=0.724, pair=0.025, adv=3.641, sprd=0.020]
Ep 027/60 [S2:+mat]:  41%|█▏ | 138/333 [03:16<04:30,  1.39s/it, loss=0.759, pair=0.009, adv=4.124, sprd=0.031]
Ep 027/60 [S2:+mat]:  42%|█▎ | 139/333 [03:16<04:49,  1.49s/it, loss=0.759, pair=0.009, adv=4.124, sprd=0.031]
Ep 027/60 [S2:+mat]:  42%|█▎ | 139/333 [03:17<04:49,  1.49s/it, loss=0.705, pair=0.021, adv=3.790, sprd=0.019]
Ep 027/60 [S2:+mat]:  42%|█▎ | 140/333 [03:17<04:33,  1.42s/it, loss=0.705, pair=0.021, adv=3.790, sprd=0.019]
Ep 027/60 [S2:+mat]:  42%|█▎ | 140/333 [03:19<04:33,  1.42s/it, loss=0.718, pair=0.004, adv=3.547, sprd=0.022]
Ep 027/60 [S2:+mat]:  42%|█▎ | 141/333 [03:19<04:45,  1.49s/it, loss=0.718, pair=0.004, adv=3.547, sprd=0.022]
Ep 027/60 [S2:+mat]:  42%|█▎ | 141/333 [03:20<04:45,  1.49s/it, loss=0.737, pair=0.015, adv=3.720, sprd=0.027]
Ep 027/60 [S2:+mat]:  43%|█▎ | 142/333 [03:20<04:35,  1.44s/it, loss=0.737, pair=0.015, adv=3.720, sprd=0.027]
Ep 027/60 [S2:+mat]:  43%|█▎ | 142/333 [03:22<04:35,  1.44s/it, loss=0.739, pair=0.001, adv=3.672, sprd=0.029]
Ep 027/60 [S2:+mat]:  43%|█▎ | 143/333 [03:22<04:44,  1.50s/it, loss=0.739, pair=0.001, adv=3.672, sprd=0.029]
Ep 027/60 [S2:+mat]:  43%|█▎ | 143/333 [03:23<04:44,  1.50s/it, loss=0.752, pair=0.002, adv=3.893, sprd=0.031]
Ep 027/60 [S2:+mat]:  43%|█▎ | 144/333 [03:23<04:34,  1.45s/it, loss=0.752, pair=0.002, adv=3.893, sprd=0.031]
Ep 027/60 [S2:+mat]:  43%|█▎ | 144/333 [03:25<04:34,  1.45s/it, loss=0.732, pair=0.001, adv=3.472, sprd=0.026]
Ep 027/60 [S2:+mat]:  44%|█▎ | 145/333 [03:25<04:38,  1.48s/it, loss=0.732, pair=0.001, adv=3.472, sprd=0.026]
Ep 027/60 [S2:+mat]:  44%|█▎ | 145/333 [03:26<04:38,  1.48s/it, loss=0.709, pair=0.002, adv=3.800, sprd=0.019]
Ep 027/60 [S2:+mat]:  44%|█▎ | 146/333 [03:26<04:12,  1.35s/it, loss=0.709, pair=0.002, adv=3.800, sprd=0.019]
Ep 027/60 [S2:+mat]:  44%|█▎ | 146/333 [03:27<04:12,  1.35s/it, loss=0.712, pair=0.003, adv=3.920, sprd=0.024]
Ep 027/60 [S2:+mat]:  44%|█▎ | 147/333 [03:27<04:23,  1.42s/it, loss=0.712, pair=0.003, adv=3.920, sprd=0.024]
Ep 027/60 [S2:+mat]:  44%|█▎ | 147/333 [03:29<04:23,  1.42s/it, loss=0.720, pair=0.012, adv=3.633, sprd=0.022]
Ep 027/60 [S2:+mat]:  44%|█▎ | 148/333 [03:29<04:16,  1.39s/it, loss=0.720, pair=0.012, adv=3.633, sprd=0.022]
Ep 027/60 [S2:+mat]:  44%|█▎ | 148/333 [03:30<04:16,  1.39s/it, loss=0.734, pair=0.029, adv=3.819, sprd=0.026]
Ep 027/60 [S2:+mat]:  45%|█▎ | 149/333 [03:30<04:28,  1.46s/it, loss=0.734, pair=0.029, adv=3.819, sprd=0.026]
Ep 027/60 [S2:+mat]:  45%|█▎ | 149/333 [03:32<04:28,  1.46s/it, loss=0.715, pair=0.007, adv=3.666, sprd=0.023]
Ep 027/60 [S2:+mat]:  45%|█▎ | 150/333 [03:32<04:18,  1.41s/it, loss=0.715, pair=0.007, adv=3.666, sprd=0.023]
Ep 027/60 [S2:+mat]:  45%|█▎ | 150/333 [03:33<04:18,  1.41s/it, loss=0.721, pair=0.008, adv=3.551, sprd=0.024]
Ep 027/60 [S2:+mat]:  45%|█▎ | 151/333 [03:33<04:22,  1.44s/it, loss=0.721, pair=0.008, adv=3.551, sprd=0.024]
Ep 027/60 [S2:+mat]:  45%|█▎ | 151/333 [03:34<04:22,  1.44s/it, loss=0.736, pair=0.013, adv=3.388, sprd=0.026]
Ep 027/60 [S2:+mat]:  46%|█▎ | 152/333 [03:34<04:15,  1.41s/it, loss=0.736, pair=0.013, adv=3.388, sprd=0.026]
Ep 027/60 [S2:+mat]:  46%|█▎ | 152/333 [03:36<04:15,  1.41s/it, loss=0.742, pair=0.002, adv=3.935, sprd=0.029]
Ep 027/60 [S2:+mat]:  46%|█▍ | 153/333 [03:36<04:26,  1.48s/it, loss=0.742, pair=0.002, adv=3.935, sprd=0.029]
Ep 027/60 [S2:+mat]:  46%|█▍ | 153/333 [03:37<04:26,  1.48s/it, loss=0.728, pair=0.003, adv=3.736, sprd=0.024]
Ep 027/60 [S2:+mat]:  46%|█▍ | 154/333 [03:37<04:16,  1.43s/it, loss=0.728, pair=0.003, adv=3.736, sprd=0.024]
Ep 027/60 [S2:+mat]:  46%|█▍ | 154/333 [03:39<04:16,  1.43s/it, loss=0.719, pair=0.004, adv=3.716, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 155/333 [03:39<04:22,  1.47s/it, loss=0.719, pair=0.004, adv=3.716, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 155/333 [03:40<04:22,  1.47s/it, loss=0.728, pair=0.017, adv=3.390, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 156/333 [03:40<04:11,  1.42s/it, loss=0.728, pair=0.017, adv=3.390, sprd=0.022]
Ep 027/60 [S2:+mat]:  47%|█▍ | 156/333 [03:42<04:11,  1.42s/it, loss=0.787, pair=0.001, adv=3.465, sprd=0.018]
Ep 027/60 [S2:+mat]:  47%|█▍ | 157/333 [03:42<04:14,  1.45s/it, loss=0.787, pair=0.001, adv=3.465, sprd=0.018]
Ep 027/60 [S2:+mat]:  47%|█▍ | 157/333 [03:43<04:14,  1.45s/it, loss=0.713, pair=0.013, adv=3.422, sprd=0.021]
Ep 027/60 [S2:+mat]:  47%|█▍ | 158/333 [03:43<04:04,  1.40s/it, loss=0.713, pair=0.013, adv=3.422, sprd=0.021]
Ep 027/60 [S2:+mat]:  47%|█▍ | 158/333 [03:45<04:04,  1.40s/it, loss=0.717, pair=0.015, adv=3.350, sprd=0.022]
Ep 027/60 [S2:+mat]:  48%|█▍ | 159/333 [03:45<04:12,  1.45s/it, loss=0.717, pair=0.015, adv=3.350, sprd=0.022]
Ep 027/60 [S2:+mat]:  48%|█▍ | 159/333 [03:46<04:12,  1.45s/it, loss=0.706, pair=0.015, adv=3.839, sprd=0.020]
Ep 027/60 [S2:+mat]:  48%|█▍ | 160/333 [03:46<04:03,  1.41s/it, loss=0.706, pair=0.015, adv=3.839, sprd=0.020]
Ep 027/60 [S2:+mat]:  48%|█▍ | 160/333 [03:48<04:03,  1.41s/it, loss=0.716, pair=0.008, adv=3.826, sprd=0.022]
Ep 027/60 [S2:+mat]:  48%|█▍ | 161/333 [03:48<04:12,  1.47s/it, loss=0.716, pair=0.008, adv=3.826, sprd=0.022]
Ep 027/60 [S2:+mat]:  48%|█▍ | 161/333 [03:49<04:12,  1.47s/it, loss=0.699, pair=0.005, adv=3.265, sprd=0.018]
Ep 027/60 [S2:+mat]:  49%|█▍ | 162/333 [03:49<03:59,  1.40s/it, loss=0.699, pair=0.005, adv=3.265, sprd=0.018]
Ep 027/60 [S2:+mat]:  49%|█▍ | 162/333 [03:50<03:59,  1.40s/it, loss=0.732, pair=0.005, adv=3.668, sprd=0.027]
Ep 027/60 [S2:+mat]:  49%|█▍ | 163/333 [03:50<04:08,  1.46s/it, loss=0.732, pair=0.005, adv=3.668, sprd=0.027]
Ep 027/60 [S2:+mat]:  49%|█▍ | 163/333 [03:52<04:08,  1.46s/it, loss=0.732, pair=0.008, adv=3.757, sprd=0.026]
Ep 027/60 [S2:+mat]:  49%|█▍ | 164/333 [03:52<03:57,  1.41s/it, loss=0.732, pair=0.008, adv=3.757, sprd=0.026]
Ep 027/60 [S2:+mat]:  49%|█▍ | 164/333 [03:53<03:57,  1.41s/it, loss=0.725, pair=0.030, adv=3.964, sprd=0.023]
Ep 027/60 [S2:+mat]:  50%|█▍ | 165/333 [03:53<04:09,  1.49s/it, loss=0.725, pair=0.030, adv=3.964, sprd=0.023]
Ep 027/60 [S2:+mat]:  50%|█▍ | 165/333 [03:55<04:09,  1.49s/it, loss=0.713, pair=0.005, adv=3.918, sprd=0.024]
Ep 027/60 [S2:+mat]:  50%|█▍ | 166/333 [03:55<03:57,  1.42s/it, loss=0.713, pair=0.005, adv=3.918, sprd=0.024]
Ep 027/60 [S2:+mat]:  50%|█▍ | 166/333 [03:56<03:57,  1.42s/it, loss=0.728, pair=0.023, adv=3.719, sprd=0.024]
Ep 027/60 [S2:+mat]:  50%|█▌ | 167/333 [03:56<03:49,  1.38s/it, loss=0.728, pair=0.023, adv=3.719, sprd=0.024]
Ep 027/60 [S2:+mat]:  50%|█▌ | 167/333 [03:57<03:49,  1.38s/it, loss=0.736, pair=0.039, adv=3.777, sprd=0.026]
Ep 027/60 [S2:+mat]:  50%|█▌ | 168/333 [03:57<03:08,  1.14s/it, loss=0.736, pair=0.039, adv=3.777, sprd=0.026]
Ep 027/60 [S2:+mat]:  50%|█▌ | 168/333 [03:57<03:08,  1.14s/it, loss=0.734, pair=0.019, adv=3.532, sprd=0.024]
Ep 027/60 [S2:+mat]:  51%|█▌ | 169/333 [03:57<02:48,  1.03s/it, loss=0.734, pair=0.019, adv=3.532, sprd=0.024]
Ep 027/60 [S2:+mat]:  51%|█▌ | 169/333 [03:58<02:48,  1.03s/it, loss=0.738, pair=0.018, adv=3.905, sprd=0.026]
Ep 027/60 [S2:+mat]:  51%|█▌ | 170/333 [03:58<02:28,  1.10it/s, loss=0.738, pair=0.018, adv=3.905, sprd=0.026]
Ep 027/60 [S2:+mat]:  51%|█▌ | 170/333 [03:59<02:28,  1.10it/s, loss=0.734, pair=0.010, adv=3.677, sprd=0.025]
Ep 027/60 [S2:+mat]:  51%|█▌ | 171/333 [03:59<02:21,  1.14it/s, loss=0.734, pair=0.010, adv=3.677, sprd=0.025]
Ep 027/60 [S2:+mat]:  51%|█▌ | 171/333 [03:59<02:21,  1.14it/s, loss=0.718, pair=0.004, adv=3.585, sprd=0.023]
Ep 027/60 [S2:+mat]:  52%|█▌ | 172/333 [03:59<02:08,  1.26it/s, loss=0.718, pair=0.004, adv=3.585, sprd=0.023]
Ep 027/60 [S2:+mat]:  52%|█▌ | 172/333 [04:00<02:08,  1.26it/s, loss=0.710, pair=0.003, adv=3.458, sprd=0.021]
Ep 027/60 [S2:+mat]:  52%|█▌ | 173/333 [04:00<02:06,  1.26it/s, loss=0.710, pair=0.003, adv=3.458, sprd=0.021]
Ep 027/60 [S2:+mat]:  52%|█▌ | 173/333 [04:01<02:06,  1.26it/s, loss=0.727, pair=0.008, adv=3.499, sprd=0.028]
Ep 027/60 [S2:+mat]:  52%|█▌ | 174/333 [04:01<01:59,  1.33it/s, loss=0.727, pair=0.008, adv=3.499, sprd=0.028]
Ep 027/60 [S2:+mat]:  52%|█▌ | 174/333 [04:02<01:59,  1.33it/s, loss=0.739, pair=0.012, adv=4.065, sprd=0.028]
Ep 027/60 [S2:+mat]:  53%|█▌ | 175/333 [04:02<02:02,  1.29it/s, loss=0.739, pair=0.012, adv=4.065, sprd=0.028]
Ep 027/60 [S2:+mat]:  53%|█▌ | 175/333 [04:02<02:02,  1.29it/s, loss=0.718, pair=0.002, adv=4.043, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 176/333 [04:02<01:53,  1.39it/s, loss=0.718, pair=0.002, adv=4.043, sprd=0.022]
Ep 027/60 [S2:+mat]:  53%|█▌ | 176/333 [04:03<01:53,  1.39it/s, loss=0.729, pair=0.017, adv=3.879, sprd=0.021]
Ep 027/60 [S2:+mat]:  53%|█▌ | 177/333 [04:03<01:55,  1.34it/s, loss=0.729, pair=0.017, adv=3.879, sprd=0.021]
Ep 027/60 [S2:+mat]:  53%|█▌ | 177/333 [04:04<01:55,  1.34it/s, loss=0.719, pair=0.016, adv=3.740, sprd=0.021]
Ep 027/60 [S2:+mat]:  53%|█▌ | 178/333 [04:04<01:48,  1.43it/s, loss=0.719, pair=0.016, adv=3.740, sprd=0.021]
Ep 027/60 [S2:+mat]:  53%|█▌ | 178/333 [04:04<01:48,  1.43it/s, loss=0.741, pair=0.012, adv=3.521, sprd=0.024]
Ep 027/60 [S2:+mat]:  54%|█▌ | 179/333 [04:04<01:55,  1.33it/s, loss=0.741, pair=0.012, adv=3.521, sprd=0.024]
Ep 027/60 [S2:+mat]:  54%|█▌ | 179/333 [04:05<01:55,  1.33it/s, loss=0.714, pair=0.007, adv=3.585, sprd=0.022]
Ep 027/60 [S2:+mat]:  54%|█▌ | 180/333 [04:05<01:49,  1.40it/s, loss=0.714, pair=0.007, adv=3.585, sprd=0.022]
Ep 027/60 [S2:+mat]:  54%|█▌ | 180/333 [04:06<01:49,  1.40it/s, loss=0.730, pair=0.003, adv=3.684, sprd=0.026]
Ep 027/60 [S2:+mat]:  54%|█▋ | 181/333 [04:06<01:52,  1.35it/s, loss=0.730, pair=0.003, adv=3.684, sprd=0.026]
Ep 027/60 [S2:+mat]:  54%|█▋ | 181/333 [04:07<01:52,  1.35it/s, loss=0.709, pair=0.009, adv=3.635, sprd=0.021]
Ep 027/60 [S2:+mat]:  55%|█▋ | 182/333 [04:07<01:46,  1.42it/s, loss=0.709, pair=0.009, adv=3.635, sprd=0.021]
Ep 027/60 [S2:+mat]:  55%|█▋ | 182/333 [04:07<01:46,  1.42it/s, loss=0.716, pair=0.008, adv=4.024, sprd=0.020]
Ep 027/60 [S2:+mat]:  55%|█▋ | 183/333 [04:07<01:46,  1.40it/s, loss=0.716, pair=0.008, adv=4.024, sprd=0.020]
Ep 027/60 [S2:+mat]:  55%|█▋ | 183/333 [04:08<01:46,  1.40it/s, loss=0.713, pair=0.006, adv=3.527, sprd=0.022]
Ep 027/60 [S2:+mat]:  55%|█▋ | 184/333 [04:08<01:42,  1.46it/s, loss=0.713, pair=0.006, adv=3.527, sprd=0.022]
Ep 027/60 [S2:+mat]:  55%|█▋ | 184/333 [04:09<01:42,  1.46it/s, loss=0.726, pair=0.013, adv=3.956, sprd=0.024]
Ep 027/60 [S2:+mat]:  56%|█▋ | 185/333 [04:09<01:46,  1.39it/s, loss=0.726, pair=0.013, adv=3.956, sprd=0.024]
Ep 027/60 [S2:+mat]:  56%|█▋ | 185/333 [04:09<01:46,  1.39it/s, loss=0.725, pair=0.008, adv=3.775, sprd=0.024]
Ep 027/60 [S2:+mat]:  56%|█▋ | 186/333 [04:09<01:41,  1.46it/s, loss=0.725, pair=0.008, adv=3.775, sprd=0.024]
Ep 027/60 [S2:+mat]:  56%|█▋ | 186/333 [04:10<01:41,  1.46it/s, loss=0.746, pair=0.013, adv=3.973, sprd=0.030]
Ep 027/60 [S2:+mat]:  56%|█▋ | 187/333 [04:10<01:47,  1.35it/s, loss=0.746, pair=0.013, adv=3.973, sprd=0.030]
Ep 027/60 [S2:+mat]:  56%|█▋ | 187/333 [04:11<01:47,  1.35it/s, loss=0.746, pair=0.010, adv=3.854, sprd=0.029]
Ep 027/60 [S2:+mat]:  56%|█▋ | 188/333 [04:11<01:41,  1.43it/s, loss=0.746, pair=0.010, adv=3.854, sprd=0.029]
Ep 027/60 [S2:+mat]:  56%|█▋ | 188/333 [04:12<01:41,  1.43it/s, loss=0.727, pair=0.006, adv=3.883, sprd=0.027]
Ep 027/60 [S2:+mat]:  57%|█▋ | 189/333 [04:12<01:42,  1.40it/s, loss=0.727, pair=0.006, adv=3.883, sprd=0.027]
Ep 027/60 [S2:+mat]:  57%|█▋ | 189/333 [04:12<01:42,  1.40it/s, loss=0.734, pair=0.008, adv=3.650, sprd=0.027]
Ep 027/60 [S2:+mat]:  57%|█▋ | 190/333 [04:12<01:38,  1.45it/s, loss=0.734, pair=0.008, adv=3.650, sprd=0.027]
Ep 027/60 [S2:+mat]:  57%|█▋ | 190/333 [04:13<01:38,  1.45it/s, loss=0.709, pair=0.021, adv=3.541, sprd=0.019]
Ep 027/60 [S2:+mat]:  57%|█▋ | 191/333 [04:13<01:43,  1.37it/s, loss=0.709, pair=0.021, adv=3.541, sprd=0.019]
Ep 027/60 [S2:+mat]:  57%|█▋ | 191/333 [04:14<01:43,  1.37it/s, loss=1.301, pair=2.033, adv=3.244, sprd=0.017]
Ep 027/60 [S2:+mat]:  58%|█▋ | 192/333 [04:14<01:35,  1.48it/s, loss=1.301, pair=2.033, adv=3.244, sprd=0.017]
Ep 027/60 [S2:+mat]:  58%|█▋ | 192/333 [04:14<01:35,  1.48it/s, loss=0.746, pair=0.005, adv=4.033, sprd=0.026]
Ep 027/60 [S2:+mat]:  58%|█▋ | 193/333 [04:14<01:39,  1.41it/s, loss=0.746, pair=0.005, adv=4.033, sprd=0.026]
Ep 027/60 [S2:+mat]:  58%|█▋ | 193/333 [04:15<01:39,  1.41it/s, loss=0.740, pair=0.018, adv=3.875, sprd=0.027]
Ep 027/60 [S2:+mat]:  58%|█▋ | 194/333 [04:15<01:35,  1.46it/s, loss=0.740, pair=0.018, adv=3.875, sprd=0.027]
Ep 027/60 [S2:+mat]:  58%|█▋ | 194/333 [04:16<01:35,  1.46it/s, loss=0.709, pair=0.005, adv=3.468, sprd=0.021]
Ep 027/60 [S2:+mat]:  59%|█▊ | 195/333 [04:16<01:38,  1.41it/s, loss=0.709, pair=0.005, adv=3.468, sprd=0.021]
Ep 027/60 [S2:+mat]:  59%|█▊ | 195/333 [04:16<01:38,  1.41it/s, loss=0.729, pair=0.002, adv=3.378, sprd=0.024]
Ep 027/60 [S2:+mat]:  59%|█▊ | 196/333 [04:16<01:33,  1.47it/s, loss=0.729, pair=0.002, adv=3.378, sprd=0.024]
Ep 027/60 [S2:+mat]:  59%|█▊ | 196/333 [04:17<01:33,  1.47it/s, loss=0.727, pair=0.012, adv=3.713, sprd=0.024]
Ep 027/60 [S2:+mat]:  59%|█▊ | 197/333 [04:17<01:36,  1.41it/s, loss=0.727, pair=0.012, adv=3.713, sprd=0.024]
Ep 027/60 [S2:+mat]:  59%|█▊ | 197/333 [04:18<01:36,  1.41it/s, loss=0.714, pair=0.006, adv=3.581, sprd=0.022]
Ep 027/60 [S2:+mat]:  59%|█▊ | 198/333 [04:18<01:34,  1.43it/s, loss=0.714, pair=0.006, adv=3.581, sprd=0.022]
Ep 027/60 [S2:+mat]:  59%|█▊ | 198/333 [04:19<01:34,  1.43it/s, loss=0.707, pair=0.015, adv=3.523, sprd=0.018]
Ep 027/60 [S2:+mat]:  60%|█▊ | 199/333 [04:19<01:39,  1.35it/s, loss=0.707, pair=0.015, adv=3.523, sprd=0.018]
Ep 027/60 [S2:+mat]:  60%|█▊ | 199/333 [04:19<01:39,  1.35it/s, loss=0.730, pair=0.001, adv=3.921, sprd=0.026]
Ep 027/60 [S2:+mat]:  60%|█▊ | 200/333 [04:19<01:36,  1.38it/s, loss=0.730, pair=0.001, adv=3.921, sprd=0.026]
Ep 027/60 [S2:+mat]:  60%|█▊ | 200/333 [04:20<01:36,  1.38it/s, loss=0.727, pair=0.004, adv=3.644, sprd=0.025]
Ep 027/60 [S2:+mat]:  60%|█▊ | 201/333 [04:20<01:40,  1.31it/s, loss=0.727, pair=0.004, adv=3.644, sprd=0.025]
Ep 027/60 [S2:+mat]:  60%|█▊ | 201/333 [04:21<01:40,  1.31it/s, loss=0.715, pair=0.012, adv=3.736, sprd=0.019]
Ep 027/60 [S2:+mat]:  61%|█▊ | 202/333 [04:21<01:35,  1.37it/s, loss=0.715, pair=0.012, adv=3.736, sprd=0.019]
Ep 027/60 [S2:+mat]:  61%|█▊ | 202/333 [04:22<01:35,  1.37it/s, loss=0.739, pair=0.011, adv=3.467, sprd=0.026]
Ep 027/60 [S2:+mat]:  61%|█▊ | 203/333 [04:22<01:42,  1.27it/s, loss=0.739, pair=0.011, adv=3.467, sprd=0.026]
Ep 027/60 [S2:+mat]:  61%|█▊ | 203/333 [04:22<01:42,  1.27it/s, loss=0.752, pair=0.012, adv=3.757, sprd=0.027]
Ep 027/60 [S2:+mat]:  61%|█▊ | 204/333 [04:22<01:38,  1.30it/s, loss=0.752, pair=0.012, adv=3.757, sprd=0.027]
Ep 027/60 [S2:+mat]:  61%|█▊ | 204/333 [04:23<01:38,  1.30it/s, loss=0.829, pair=0.013, adv=3.715, sprd=0.029]
Ep 027/60 [S2:+mat]:  62%|█▊ | 205/333 [04:23<01:43,  1.24it/s, loss=0.829, pair=0.013, adv=3.715, sprd=0.029]
Ep 027/60 [S2:+mat]:  62%|█▊ | 205/333 [04:24<01:43,  1.24it/s, loss=0.723, pair=0.005, adv=3.719, sprd=0.024]
Ep 027/60 [S2:+mat]:  62%|█▊ | 206/333 [04:24<01:37,  1.31it/s, loss=0.723, pair=0.005, adv=3.719, sprd=0.024]
Ep 027/60 [S2:+mat]:  62%|█▊ | 206/333 [04:25<01:37,  1.31it/s, loss=0.720, pair=0.004, adv=3.603, sprd=0.022]
Ep 027/60 [S2:+mat]:  62%|█▊ | 207/333 [04:25<01:39,  1.27it/s, loss=0.720, pair=0.004, adv=3.603, sprd=0.022]
Ep 027/60 [S2:+mat]:  62%|█▊ | 207/333 [04:25<01:39,  1.27it/s, loss=0.709, pair=0.006, adv=3.232, sprd=0.022]
Ep 027/60 [S2:+mat]:  62%|█▊ | 208/333 [04:25<01:33,  1.34it/s, loss=0.709, pair=0.006, adv=3.232, sprd=0.022]
Ep 027/60 [S2:+mat]:  62%|█▊ | 208/333 [04:26<01:33,  1.34it/s, loss=0.721, pair=0.003, adv=3.433, sprd=0.018]
Ep 027/60 [S2:+mat]:  63%|█▉ | 209/333 [04:26<01:37,  1.27it/s, loss=0.721, pair=0.003, adv=3.433, sprd=0.018]
Ep 027/60 [S2:+mat]:  63%|█▉ | 209/333 [04:27<01:37,  1.27it/s, loss=0.733, pair=0.009, adv=3.691, sprd=0.025]
Ep 027/60 [S2:+mat]:  63%|█▉ | 210/333 [04:27<01:33,  1.32it/s, loss=0.733, pair=0.009, adv=3.691, sprd=0.025]
Ep 027/60 [S2:+mat]:  63%|█▉ | 210/333 [04:28<01:33,  1.32it/s, loss=0.816, pair=0.011, adv=3.572, sprd=0.024]
Ep 027/60 [S2:+mat]:  63%|█▉ | 211/333 [04:28<01:35,  1.28it/s, loss=0.816, pair=0.011, adv=3.572, sprd=0.024]
Ep 027/60 [S2:+mat]:  63%|█▉ | 211/333 [04:29<01:35,  1.28it/s, loss=0.711, pair=0.007, adv=3.441, sprd=0.021]
Ep 027/60 [S2:+mat]:  64%|█▉ | 212/333 [04:29<01:30,  1.34it/s, loss=0.711, pair=0.007, adv=3.441, sprd=0.021]
Ep 027/60 [S2:+mat]:  64%|█▉ | 212/333 [04:29<01:30,  1.34it/s, loss=0.772, pair=0.003, adv=3.207, sprd=0.016]
Ep 027/60 [S2:+mat]:  64%|█▉ | 213/333 [04:29<01:31,  1.32it/s, loss=0.772, pair=0.003, adv=3.207, sprd=0.016]
Ep 027/60 [S2:+mat]:  64%|█▉ | 213/333 [04:30<01:31,  1.32it/s, loss=0.721, pair=0.009, adv=3.610, sprd=0.023]
Ep 027/60 [S2:+mat]:  64%|█▉ | 214/333 [04:30<01:26,  1.37it/s, loss=0.721, pair=0.009, adv=3.610, sprd=0.023]
Ep 027/60 [S2:+mat]:  64%|█▉ | 214/333 [04:31<01:26,  1.37it/s, loss=0.721, pair=0.018, adv=3.825, sprd=0.023]
Ep 027/60 [S2:+mat]:  65%|█▉ | 215/333 [04:31<01:30,  1.30it/s, loss=0.721, pair=0.018, adv=3.825, sprd=0.023]
Ep 027/60 [S2:+mat]:  65%|█▉ | 215/333 [04:32<01:30,  1.30it/s, loss=0.728, pair=0.024, adv=3.930, sprd=0.025]
Ep 027/60 [S2:+mat]:  65%|█▉ | 216/333 [04:32<01:26,  1.35it/s, loss=0.728, pair=0.024, adv=3.930, sprd=0.025]
Ep 027/60 [S2:+mat]:  65%|█▉ | 216/333 [04:32<01:26,  1.35it/s, loss=0.746, pair=0.013, adv=4.065, sprd=0.027]
Ep 027/60 [S2:+mat]:  65%|█▉ | 217/333 [04:32<01:32,  1.25it/s, loss=0.746, pair=0.013, adv=4.065, sprd=0.027]
Ep 027/60 [S2:+mat]:  65%|█▉ | 217/333 [04:33<01:32,  1.25it/s, loss=0.731, pair=0.019, adv=3.771, sprd=0.026]
Ep 027/60 [S2:+mat]:  65%|█▉ | 218/333 [04:33<01:28,  1.30it/s, loss=0.731, pair=0.019, adv=3.771, sprd=0.026]
Ep 027/60 [S2:+mat]:  65%|█▉ | 218/333 [04:34<01:28,  1.30it/s, loss=0.754, pair=0.008, adv=3.407, sprd=0.031]
Ep 027/60 [S2:+mat]:  66%|█▉ | 219/333 [04:34<01:35,  1.19it/s, loss=0.754, pair=0.008, adv=3.407, sprd=0.031]
Ep 027/60 [S2:+mat]:  66%|█▉ | 219/333 [04:35<01:35,  1.19it/s, loss=0.722, pair=0.019, adv=3.714, sprd=0.024]
Ep 027/60 [S2:+mat]:  66%|█▉ | 220/333 [04:35<01:28,  1.27it/s, loss=0.722, pair=0.019, adv=3.714, sprd=0.024]
Ep 027/60 [S2:+mat]:  66%|█▉ | 220/333 [04:36<01:28,  1.27it/s, loss=0.741, pair=0.006, adv=3.687, sprd=0.028]
Ep 027/60 [S2:+mat]:  66%|█▉ | 221/333 [04:36<01:31,  1.22it/s, loss=0.741, pair=0.006, adv=3.687, sprd=0.028]
Ep 027/60 [S2:+mat]:  66%|█▉ | 221/333 [04:36<01:31,  1.22it/s, loss=0.736, pair=0.009, adv=3.707, sprd=0.026]
Ep 027/60 [S2:+mat]:  67%|██ | 222/333 [04:36<01:26,  1.29it/s, loss=0.736, pair=0.009, adv=3.707, sprd=0.026]
Ep 027/60 [S2:+mat]:  67%|██ | 222/333 [04:37<01:26,  1.29it/s, loss=0.722, pair=0.007, adv=3.728, sprd=0.022]
Ep 027/60 [S2:+mat]:  67%|██ | 223/333 [04:37<01:27,  1.26it/s, loss=0.722, pair=0.007, adv=3.728, sprd=0.022]
Ep 027/60 [S2:+mat]:  67%|██ | 223/333 [04:38<01:27,  1.26it/s, loss=0.713, pair=0.005, adv=3.611, sprd=0.020]
Ep 027/60 [S2:+mat]:  67%|██ | 224/333 [04:38<01:22,  1.32it/s, loss=0.713, pair=0.005, adv=3.611, sprd=0.020]
Ep 027/60 [S2:+mat]:  67%|██ | 224/333 [04:39<01:22,  1.32it/s, loss=0.715, pair=0.001, adv=3.709, sprd=0.023]
Ep 027/60 [S2:+mat]:  68%|██ | 225/333 [04:39<01:24,  1.27it/s, loss=0.715, pair=0.001, adv=3.709, sprd=0.023]
Ep 027/60 [S2:+mat]:  68%|██ | 225/333 [04:39<01:24,  1.27it/s, loss=0.730, pair=0.003, adv=3.681, sprd=0.024]
Ep 027/60 [S2:+mat]:  68%|██ | 226/333 [04:39<01:20,  1.33it/s, loss=0.730, pair=0.003, adv=3.681, sprd=0.024]
Ep 027/60 [S2:+mat]:  68%|██ | 226/333 [04:40<01:20,  1.33it/s, loss=0.715, pair=0.006, adv=3.640, sprd=0.021]
Ep 027/60 [S2:+mat]:  68%|██ | 227/333 [04:40<01:22,  1.29it/s, loss=0.715, pair=0.006, adv=3.640, sprd=0.021]
Ep 027/60 [S2:+mat]:  68%|██ | 227/333 [04:41<01:22,  1.29it/s, loss=0.743, pair=0.006, adv=3.920, sprd=0.030]
Ep 027/60 [S2:+mat]:  68%|██ | 228/333 [04:41<01:19,  1.33it/s, loss=0.743, pair=0.006, adv=3.920, sprd=0.030]
Ep 027/60 [S2:+mat]:  68%|██ | 228/333 [04:42<01:19,  1.33it/s, loss=0.817, pair=0.005, adv=4.012, sprd=0.026]
Ep 027/60 [S2:+mat]:  69%|██ | 229/333 [04:42<01:20,  1.29it/s, loss=0.817, pair=0.005, adv=4.012, sprd=0.026]
Ep 027/60 [S2:+mat]:  69%|██ | 229/333 [04:43<01:20,  1.29it/s, loss=0.734, pair=0.005, adv=4.042, sprd=0.029]
Ep 027/60 [S2:+mat]:  69%|██ | 230/333 [04:43<01:17,  1.33it/s, loss=0.734, pair=0.005, adv=4.042, sprd=0.029]
Ep 027/60 [S2:+mat]:  69%|██ | 230/333 [04:43<01:17,  1.33it/s, loss=0.723, pair=0.008, adv=3.512, sprd=0.024]
Ep 027/60 [S2:+mat]:  69%|██ | 231/333 [04:43<01:19,  1.28it/s, loss=0.723, pair=0.008, adv=3.512, sprd=0.024]
Ep 027/60 [S2:+mat]:  69%|██ | 231/333 [04:44<01:19,  1.28it/s, loss=0.695, pair=0.005, adv=3.633, sprd=0.017]
Ep 027/60 [S2:+mat]:  70%|██ | 232/333 [04:44<01:14,  1.36it/s, loss=0.695, pair=0.005, adv=3.633, sprd=0.017]
Ep 027/60 [S2:+mat]:  70%|██ | 232/333 [04:45<01:14,  1.36it/s, loss=0.699, pair=0.008, adv=3.328, sprd=0.019]
Ep 027/60 [S2:+mat]:  70%|██ | 233/333 [04:45<01:15,  1.32it/s, loss=0.699, pair=0.008, adv=3.328, sprd=0.019]
Ep 027/60 [S2:+mat]:  70%|██ | 233/333 [04:45<01:15,  1.32it/s, loss=0.728, pair=0.002, adv=3.484, sprd=0.024]
Ep 027/60 [S2:+mat]:  70%|██ | 234/333 [04:45<01:12,  1.37it/s, loss=0.728, pair=0.002, adv=3.484, sprd=0.024]
Ep 027/60 [S2:+mat]:  70%|██ | 234/333 [04:46<01:12,  1.37it/s, loss=0.699, pair=0.007, adv=3.597, sprd=0.015]
Ep 027/60 [S2:+mat]:  71%|██ | 235/333 [04:46<01:13,  1.33it/s, loss=0.699, pair=0.007, adv=3.597, sprd=0.015]
Ep 027/60 [S2:+mat]:  71%|██ | 235/333 [04:47<01:13,  1.33it/s, loss=0.710, pair=0.008, adv=3.601, sprd=0.022]
Ep 027/60 [S2:+mat]:  71%|██▏| 236/333 [04:47<01:09,  1.39it/s, loss=0.710, pair=0.008, adv=3.601, sprd=0.022]
Ep 027/60 [S2:+mat]:  71%|██▏| 236/333 [04:48<01:09,  1.39it/s, loss=0.716, pair=0.005, adv=3.458, sprd=0.019]
Ep 027/60 [S2:+mat]:  71%|██▏| 237/333 [04:48<01:12,  1.33it/s, loss=0.716, pair=0.005, adv=3.458, sprd=0.019]
Ep 027/60 [S2:+mat]:  71%|██▏| 237/333 [04:48<01:12,  1.33it/s, loss=0.719, pair=0.005, adv=3.755, sprd=0.022]
Ep 027/60 [S2:+mat]:  71%|██▏| 238/333 [04:48<01:09,  1.37it/s, loss=0.719, pair=0.005, adv=3.755, sprd=0.022]
Ep 027/60 [S2:+mat]:  71%|██▏| 238/333 [04:49<01:09,  1.37it/s, loss=0.721, pair=0.004, adv=3.854, sprd=0.022]
Ep 027/60 [S2:+mat]:  72%|██▏| 239/333 [04:49<01:12,  1.30it/s, loss=0.721, pair=0.004, adv=3.854, sprd=0.022]
Ep 027/60 [S2:+mat]:  72%|██▏| 239/333 [04:50<01:12,  1.30it/s, loss=0.732, pair=0.003, adv=3.871, sprd=0.026]
Ep 027/60 [S2:+mat]:  72%|██▏| 240/333 [04:50<01:10,  1.32it/s, loss=0.732, pair=0.003, adv=3.871, sprd=0.026]
Ep 027/60 [S2:+mat]:  72%|██▏| 240/333 [04:51<01:10,  1.32it/s, loss=0.733, pair=0.019, adv=3.471, sprd=0.026]
Ep 027/60 [S2:+mat]:  72%|██▏| 241/333 [04:51<01:13,  1.25it/s, loss=0.733, pair=0.019, adv=3.471, sprd=0.026]
Ep 027/60 [S2:+mat]:  72%|██▏| 241/333 [04:52<01:13,  1.25it/s, loss=0.735, pair=0.008, adv=3.766, sprd=0.025]
Ep 027/60 [S2:+mat]:  73%|██▏| 242/333 [04:52<01:07,  1.35it/s, loss=0.735, pair=0.008, adv=3.766, sprd=0.025]
Ep 027/60 [S2:+mat]:  73%|██▏| 242/333 [04:52<01:07,  1.35it/s, loss=0.735, pair=0.003, adv=4.047, sprd=0.026]
Ep 027/60 [S2:+mat]:  73%|██▏| 243/333 [04:52<01:07,  1.33it/s, loss=0.735, pair=0.003, adv=4.047, sprd=0.026]
Ep 027/60 [S2:+mat]:  73%|██▏| 243/333 [04:53<01:07,  1.33it/s, loss=0.715, pair=0.004, adv=3.779, sprd=0.022]
Ep 027/60 [S2:+mat]:  73%|██▏| 244/333 [04:53<01:02,  1.42it/s, loss=0.715, pair=0.004, adv=3.779, sprd=0.022]
Ep 027/60 [S2:+mat]:  73%|██▏| 244/333 [04:54<01:02,  1.42it/s, loss=0.724, pair=0.012, adv=3.886, sprd=0.024]
Ep 027/60 [S2:+mat]:  74%|██▏| 245/333 [04:54<01:03,  1.39it/s, loss=0.724, pair=0.012, adv=3.886, sprd=0.024]
Ep 027/60 [S2:+mat]:  74%|██▏| 245/333 [04:54<01:03,  1.39it/s, loss=0.719, pair=0.016, adv=3.704, sprd=0.021]
Ep 027/60 [S2:+mat]:  74%|██▏| 246/333 [04:54<01:00,  1.45it/s, loss=0.719, pair=0.016, adv=3.704, sprd=0.021]
Ep 027/60 [S2:+mat]:  74%|██▏| 246/333 [04:56<01:00,  1.45it/s, loss=0.729, pair=0.009, adv=3.821, sprd=0.023]
Ep 027/60 [S2:+mat]:  74%|██▏| 247/333 [04:56<01:19,  1.09it/s, loss=0.729, pair=0.009, adv=3.821, sprd=0.023]
Ep 027/60 [S2:+mat]:  74%|██▏| 247/333 [04:57<01:19,  1.09it/s, loss=0.745, pair=0.021, adv=3.763, sprd=0.023]
Ep 027/60 [S2:+mat]:  74%|██▏| 248/333 [04:57<01:18,  1.08it/s, loss=0.745, pair=0.021, adv=3.763, sprd=0.023]
Ep 027/60 [S2:+mat]:  74%|██▏| 248/333 [04:58<01:18,  1.08it/s, loss=0.752, pair=0.021, adv=3.952, sprd=0.030]
Ep 027/60 [S2:+mat]:  75%|██▏| 249/333 [04:58<01:16,  1.10it/s, loss=0.752, pair=0.021, adv=3.952, sprd=0.030]
Ep 027/60 [S2:+mat]:  75%|██▏| 249/333 [04:59<01:16,  1.10it/s, loss=0.753, pair=0.021, adv=3.744, sprd=0.026]
Ep 027/60 [S2:+mat]:  75%|██▎| 250/333 [04:59<01:21,  1.02it/s, loss=0.753, pair=0.021, adv=3.744, sprd=0.026]
Ep 027/60 [S2:+mat]:  75%|██▎| 250/333 [05:00<01:21,  1.02it/s, loss=0.736, pair=0.015, adv=3.444, sprd=0.025]
Ep 027/60 [S2:+mat]:  75%|██▎| 251/333 [05:00<01:30,  1.10s/it, loss=0.736, pair=0.015, adv=3.444, sprd=0.025]
Ep 027/60 [S2:+mat]:  75%|██▎| 251/333 [05:01<01:30,  1.10s/it, loss=0.719, pair=0.007, adv=3.709, sprd=0.022]
Ep 027/60 [S2:+mat]:  76%|██▎| 252/333 [05:01<01:28,  1.09s/it, loss=0.719, pair=0.007, adv=3.709, sprd=0.022]
Ep 027/60 [S2:+mat]:  76%|██▎| 252/333 [05:02<01:28,  1.09s/it, loss=0.745, pair=0.009, adv=3.531, sprd=0.019]
Ep 027/60 [S2:+mat]:  76%|██▎| 253/333 [05:02<01:32,  1.16s/it, loss=0.745, pair=0.009, adv=3.531, sprd=0.019]
Ep 027/60 [S2:+mat]:  76%|██▎| 253/333 [05:04<01:32,  1.16s/it, loss=0.733, pair=0.012, adv=3.393, sprd=0.024]
Ep 027/60 [S2:+mat]:  76%|██▎| 254/333 [05:04<01:30,  1.15s/it, loss=0.733, pair=0.012, adv=3.393, sprd=0.024]
Ep 027/60 [S2:+mat]:  76%|██▎| 254/333 [05:05<01:30,  1.15s/it, loss=0.712, pair=0.006, adv=3.471, sprd=0.022]
Ep 027/60 [S2:+mat]:  77%|██▎| 255/333 [05:05<01:34,  1.21s/it, loss=0.712, pair=0.006, adv=3.471, sprd=0.022]
Ep 027/60 [S2:+mat]:  77%|██▎| 255/333 [05:06<01:34,  1.21s/it, loss=0.711, pair=0.004, adv=3.429, sprd=0.020]
Ep 027/60 [S2:+mat]:  77%|██▎| 256/333 [05:06<01:30,  1.18s/it, loss=0.711, pair=0.004, adv=3.429, sprd=0.020]
Ep 027/60 [S2:+mat]:  77%|██▎| 256/333 [05:07<01:30,  1.18s/it, loss=0.724, pair=0.007, adv=3.734, sprd=0.025]
Ep 027/60 [S2:+mat]:  77%|██▎| 257/333 [05:07<01:34,  1.24s/it, loss=0.724, pair=0.007, adv=3.734, sprd=0.025]
Ep 027/60 [S2:+mat]:  77%|██▎| 257/333 [05:08<01:34,  1.24s/it, loss=0.709, pair=0.018, adv=3.421, sprd=0.018]
Ep 027/60 [S2:+mat]:  77%|██▎| 258/333 [05:08<01:28,  1.19s/it, loss=0.709, pair=0.018, adv=3.421, sprd=0.018]
Ep 027/60 [S2:+mat]:  77%|██▎| 258/333 [05:10<01:28,  1.19s/it, loss=0.739, pair=0.012, adv=3.610, sprd=0.022]
Ep 027/60 [S2:+mat]:  78%|██▎| 259/333 [05:10<01:32,  1.25s/it, loss=0.739, pair=0.012, adv=3.610, sprd=0.022]
Ep 027/60 [S2:+mat]:  78%|██▎| 259/333 [05:11<01:32,  1.25s/it, loss=0.712, pair=0.010, adv=3.757, sprd=0.022]
Ep 027/60 [S2:+mat]:  78%|██▎| 260/333 [05:11<01:26,  1.19s/it, loss=0.712, pair=0.010, adv=3.757, sprd=0.022]
Ep 027/60 [S2:+mat]:  78%|██▎| 260/333 [05:12<01:26,  1.19s/it, loss=0.734, pair=0.006, adv=3.450, sprd=0.024]
Ep 027/60 [S2:+mat]:  78%|██▎| 261/333 [05:12<01:29,  1.25s/it, loss=0.734, pair=0.006, adv=3.450, sprd=0.024]
Ep 027/60 [S2:+mat]:  78%|██▎| 261/333 [05:13<01:29,  1.25s/it, loss=0.713, pair=0.005, adv=3.521, sprd=0.022]
Ep 027/60 [S2:+mat]:  79%|██▎| 262/333 [05:13<01:20,  1.14s/it, loss=0.713, pair=0.005, adv=3.521, sprd=0.022]
Ep 027/60 [S2:+mat]:  79%|██▎| 262/333 [05:15<01:20,  1.14s/it, loss=0.816, pair=0.008, adv=3.876, sprd=0.025]
Ep 027/60 [S2:+mat]:  79%|██▎| 263/333 [05:15<01:24,  1.21s/it, loss=0.816, pair=0.008, adv=3.876, sprd=0.025]
Ep 027/60 [S2:+mat]:  79%|██▎| 263/333 [05:16<01:24,  1.21s/it, loss=0.732, pair=0.018, adv=3.357, sprd=0.027]
Ep 027/60 [S2:+mat]:  79%|██▍| 264/333 [05:16<01:21,  1.18s/it, loss=0.732, pair=0.018, adv=3.357, sprd=0.027]
Ep 027/60 [S2:+mat]:  79%|██▍| 264/333 [05:17<01:21,  1.18s/it, loss=0.717, pair=0.007, adv=3.969, sprd=0.020]
Ep 027/60 [S2:+mat]:  80%|██▍| 265/333 [05:17<01:22,  1.22s/it, loss=0.717, pair=0.007, adv=3.969, sprd=0.020]
Ep 027/60 [S2:+mat]:  80%|██▍| 265/333 [05:18<01:22,  1.22s/it, loss=0.700, pair=0.009, adv=3.478, sprd=0.018]
Ep 027/60 [S2:+mat]:  80%|██▍| 266/333 [05:18<01:17,  1.16s/it, loss=0.700, pair=0.009, adv=3.478, sprd=0.018]
Ep 027/60 [S2:+mat]:  80%|██▍| 266/333 [05:19<01:17,  1.16s/it, loss=0.731, pair=0.016, adv=3.782, sprd=0.022]
Ep 027/60 [S2:+mat]:  80%|██▍| 267/333 [05:19<01:15,  1.15s/it, loss=0.731, pair=0.016, adv=3.782, sprd=0.022]
Ep 027/60 [S2:+mat]:  80%|██▍| 267/333 [05:20<01:15,  1.15s/it, loss=0.736, pair=0.029, adv=3.570, sprd=0.025]
Ep 027/60 [S2:+mat]:  80%|██▍| 268/333 [05:20<01:13,  1.12s/it, loss=0.736, pair=0.029, adv=3.570, sprd=0.025]
Ep 027/60 [S2:+mat]:  80%|██▍| 268/333 [05:22<01:13,  1.12s/it, loss=0.736, pair=0.015, adv=3.530, sprd=0.025]
Ep 027/60 [S2:+mat]:  81%|██▍| 269/333 [05:22<01:16,  1.19s/it, loss=0.736, pair=0.015, adv=3.530, sprd=0.025]
Ep 027/60 [S2:+mat]:  81%|██▍| 269/333 [05:22<01:16,  1.19s/it, loss=0.744, pair=0.019, adv=3.993, sprd=0.029]
Ep 027/60 [S2:+mat]:  81%|██▍| 270/333 [05:22<01:09,  1.11s/it, loss=0.744, pair=0.019, adv=3.993, sprd=0.029]
Ep 027/60 [S2:+mat]:  81%|██▍| 270/333 [05:24<01:09,  1.11s/it, loss=0.714, pair=0.006, adv=4.007, sprd=0.020]
Ep 027/60 [S2:+mat]:  81%|██▍| 271/333 [05:24<01:12,  1.18s/it, loss=0.714, pair=0.006, adv=4.007, sprd=0.020]
Ep 027/60 [S2:+mat]:  81%|██▍| 271/333 [05:25<01:12,  1.18s/it, loss=0.706, pair=0.007, adv=3.815, sprd=0.019]
Ep 027/60 [S2:+mat]:  82%|██▍| 272/333 [05:25<01:08,  1.12s/it, loss=0.706, pair=0.007, adv=3.815, sprd=0.019]
Ep 027/60 [S2:+mat]:  82%|██▍| 272/333 [05:26<01:08,  1.12s/it, loss=0.712, pair=0.011, adv=3.763, sprd=0.020]
Ep 027/60 [S2:+mat]:  82%|██▍| 273/333 [05:26<01:10,  1.18s/it, loss=0.712, pair=0.011, adv=3.763, sprd=0.020]
Ep 027/60 [S2:+mat]:  82%|██▍| 273/333 [05:27<01:10,  1.18s/it, loss=0.699, pair=0.017, adv=3.709, sprd=0.019]
Ep 027/60 [S2:+mat]:  82%|██▍| 274/333 [05:27<01:05,  1.11s/it, loss=0.699, pair=0.017, adv=3.709, sprd=0.019]
Ep 027/60 [S2:+mat]:  82%|██▍| 274/333 [05:28<01:05,  1.11s/it, loss=0.726, pair=0.004, adv=3.474, sprd=0.025]
Ep 027/60 [S2:+mat]:  83%|██▍| 275/333 [05:28<01:06,  1.14s/it, loss=0.726, pair=0.004, adv=3.474, sprd=0.025]
Ep 027/60 [S2:+mat]:  83%|██▍| 275/333 [05:29<01:06,  1.14s/it, loss=0.720, pair=0.005, adv=3.561, sprd=0.024]
Ep 027/60 [S2:+mat]:  83%|██▍| 276/333 [05:29<01:00,  1.07s/it, loss=0.720, pair=0.005, adv=3.561, sprd=0.024]
Ep 027/60 [S2:+mat]:  83%|██▍| 276/333 [05:30<01:00,  1.07s/it, loss=0.736, pair=0.020, adv=3.646, sprd=0.022]
Ep 027/60 [S2:+mat]:  83%|██▍| 277/333 [05:30<01:03,  1.14s/it, loss=0.736, pair=0.020, adv=3.646, sprd=0.022]
Ep 027/60 [S2:+mat]:  83%|██▍| 277/333 [05:31<01:03,  1.14s/it, loss=0.747, pair=0.019, adv=3.650, sprd=0.031]
Ep 027/60 [S2:+mat]:  83%|██▌| 278/333 [05:31<00:58,  1.07s/it, loss=0.747, pair=0.019, adv=3.650, sprd=0.031]
Ep 027/60 [S2:+mat]:  83%|██▌| 278/333 [05:33<00:58,  1.07s/it, loss=0.732, pair=0.018, adv=3.600, sprd=0.024]
Ep 027/60 [S2:+mat]:  84%|██▌| 279/333 [05:33<01:00,  1.12s/it, loss=0.732, pair=0.018, adv=3.600, sprd=0.024]
Ep 027/60 [S2:+mat]:  84%|██▌| 279/333 [05:34<01:00,  1.12s/it, loss=0.728, pair=0.009, adv=3.574, sprd=0.024]
Ep 027/60 [S2:+mat]:  84%|██▌| 280/333 [05:34<00:56,  1.07s/it, loss=0.728, pair=0.009, adv=3.574, sprd=0.024]
Ep 027/60 [S2:+mat]:  84%|██▌| 280/333 [05:35<00:56,  1.07s/it, loss=0.698, pair=0.025, adv=3.869, sprd=0.018]
Ep 027/60 [S2:+mat]:  84%|██▌| 281/333 [05:35<00:58,  1.13s/it, loss=0.698, pair=0.025, adv=3.869, sprd=0.018]
Ep 027/60 [S2:+mat]:  84%|██▌| 281/333 [05:36<00:58,  1.13s/it, loss=0.749, pair=0.110, adv=3.498, sprd=0.020]
Ep 027/60 [S2:+mat]:  85%|██▌| 282/333 [05:36<00:54,  1.06s/it, loss=0.749, pair=0.110, adv=3.498, sprd=0.020]
Ep 027/60 [S2:+mat]:  85%|██▌| 282/333 [05:37<00:54,  1.06s/it, loss=0.746, pair=0.015, adv=3.497, sprd=0.027]
Ep 027/60 [S2:+mat]:  85%|██▌| 283/333 [05:37<00:55,  1.12s/it, loss=0.746, pair=0.015, adv=3.497, sprd=0.027]
Ep 027/60 [S2:+mat]:  85%|██▌| 283/333 [05:38<00:55,  1.12s/it, loss=0.747, pair=0.008, adv=3.693, sprd=0.027]
Ep 027/60 [S2:+mat]:  85%|██▌| 284/333 [05:38<00:54,  1.12s/it, loss=0.747, pair=0.008, adv=3.693, sprd=0.027]
Ep 027/60 [S2:+mat]:  85%|██▌| 284/333 [05:39<00:54,  1.12s/it, loss=0.729, pair=0.003, adv=3.728, sprd=0.025]
Ep 027/60 [S2:+mat]:  86%|██▌| 285/333 [05:39<00:54,  1.14s/it, loss=0.729, pair=0.003, adv=3.728, sprd=0.025]
Ep 027/60 [S2:+mat]:  86%|██▌| 285/333 [05:40<00:54,  1.14s/it, loss=0.703, pair=0.008, adv=3.414, sprd=0.015]
Ep 027/60 [S2:+mat]:  86%|██▌| 286/333 [05:40<00:49,  1.05s/it, loss=0.703, pair=0.008, adv=3.414, sprd=0.015]
Ep 027/60 [S2:+mat]:  86%|██▌| 286/333 [05:41<00:49,  1.05s/it, loss=0.737, pair=0.004, adv=3.739, sprd=0.025]
Ep 027/60 [S2:+mat]:  86%|██▌| 287/333 [05:41<00:50,  1.09s/it, loss=0.737, pair=0.004, adv=3.739, sprd=0.025]
Ep 027/60 [S2:+mat]:  86%|██▌| 287/333 [05:42<00:50,  1.09s/it, loss=0.728, pair=0.005, adv=3.435, sprd=0.024]
Ep 027/60 [S2:+mat]:  86%|██▌| 288/333 [05:42<00:46,  1.03s/it, loss=0.728, pair=0.005, adv=3.435, sprd=0.024]
Ep 027/60 [S2:+mat]:  86%|██▌| 288/333 [05:43<00:46,  1.03s/it, loss=0.802, pair=0.010, adv=3.952, sprd=0.023]
Ep 027/60 [S2:+mat]:  87%|██▌| 289/333 [05:43<00:46,  1.06s/it, loss=0.802, pair=0.010, adv=3.952, sprd=0.023]
Ep 027/60 [S2:+mat]:  87%|██▌| 289/333 [05:44<00:46,  1.06s/it, loss=0.722, pair=0.007, adv=3.689, sprd=0.022]
Ep 027/60 [S2:+mat]:  87%|██▌| 290/333 [05:44<00:42,  1.00it/s, loss=0.722, pair=0.007, adv=3.689, sprd=0.022]
Ep 027/60 [S2:+mat]:  87%|██▌| 290/333 [05:45<00:42,  1.00it/s, loss=0.703, pair=0.010, adv=3.571, sprd=0.019]
Ep 027/60 [S2:+mat]:  87%|██▌| 291/333 [05:45<00:44,  1.05s/it, loss=0.703, pair=0.010, adv=3.571, sprd=0.019]
Ep 027/60 [S2:+mat]:  87%|██▌| 291/333 [05:46<00:44,  1.05s/it, loss=0.722, pair=0.016, adv=3.645, sprd=0.024]
Ep 027/60 [S2:+mat]:  88%|██▋| 292/333 [05:46<00:41,  1.00s/it, loss=0.722, pair=0.016, adv=3.645, sprd=0.024]
Ep 027/60 [S2:+mat]:  88%|██▋| 292/333 [05:48<00:41,  1.00s/it, loss=0.885, pair=0.011, adv=3.508, sprd=0.022]
Ep 027/60 [S2:+mat]:  88%|██▋| 293/333 [05:48<00:43,  1.08s/it, loss=0.885, pair=0.011, adv=3.508, sprd=0.022]
Ep 027/60 [S2:+mat]:  88%|██▋| 293/333 [05:48<00:43,  1.08s/it, loss=0.740, pair=0.013, adv=3.597, sprd=0.027]
Ep 027/60 [S2:+mat]:  88%|██▋| 294/333 [05:48<00:39,  1.02s/it, loss=0.740, pair=0.013, adv=3.597, sprd=0.027]
Ep 027/60 [S2:+mat]:  88%|██▋| 294/333 [05:49<00:39,  1.02s/it, loss=0.728, pair=0.018, adv=3.510, sprd=0.024]
Ep 027/60 [S2:+mat]:  89%|██▋| 295/333 [05:49<00:39,  1.04s/it, loss=0.728, pair=0.018, adv=3.510, sprd=0.024]
Ep 027/60 [S2:+mat]:  89%|██▋| 295/333 [05:50<00:39,  1.04s/it, loss=0.726, pair=0.008, adv=3.456, sprd=0.025]
Ep 027/60 [S2:+mat]:  89%|██▋| 296/333 [05:50<00:37,  1.00s/it, loss=0.726, pair=0.008, adv=3.456, sprd=0.025]
Ep 027/60 [S2:+mat]:  89%|██▋| 296/333 [05:52<00:37,  1.00s/it, loss=0.718, pair=0.028, adv=3.579, sprd=0.020]
Ep 027/60 [S2:+mat]:  89%|██▋| 297/333 [05:52<00:37,  1.05s/it, loss=0.718, pair=0.028, adv=3.579, sprd=0.020]
Ep 027/60 [S2:+mat]:  89%|██▋| 297/333 [05:52<00:37,  1.05s/it, loss=0.724, pair=0.014, adv=3.802, sprd=0.024]
Ep 027/60 [S2:+mat]:  89%|██▋| 298/333 [05:52<00:35,  1.00s/it, loss=0.724, pair=0.014, adv=3.802, sprd=0.024]
Ep 027/60 [S2:+mat]:  89%|██▋| 298/333 [05:54<00:35,  1.00s/it, loss=0.788, pair=0.004, adv=3.655, sprd=0.018]
Ep 027/60 [S2:+mat]:  90%|██▋| 299/333 [05:54<00:36,  1.06s/it, loss=0.788, pair=0.004, adv=3.655, sprd=0.018]
Ep 027/60 [S2:+mat]:  90%|██▋| 299/333 [05:55<00:36,  1.06s/it, loss=0.689, pair=0.007, adv=3.389, sprd=0.014]
Ep 027/60 [S2:+mat]:  90%|██▋| 300/333 [05:55<00:34,  1.05s/it, loss=0.689, pair=0.007, adv=3.389, sprd=0.014]
Ep 027/60 [S2:+mat]:  90%|██▋| 300/333 [05:56<00:34,  1.05s/it, loss=0.711, pair=0.011, adv=3.873, sprd=0.019]
Ep 027/60 [S2:+mat]:  90%|██▋| 301/333 [05:56<00:34,  1.06s/it, loss=0.711, pair=0.011, adv=3.873, sprd=0.019]
Ep 027/60 [S2:+mat]:  90%|██▋| 301/333 [05:57<00:34,  1.06s/it, loss=0.727, pair=0.005, adv=3.760, sprd=0.026]
Ep 027/60 [S2:+mat]:  91%|██▋| 302/333 [05:57<00:33,  1.09s/it, loss=0.727, pair=0.005, adv=3.760, sprd=0.026]
Ep 027/60 [S2:+mat]:  91%|██▋| 302/333 [05:58<00:33,  1.09s/it, loss=0.740, pair=0.006, adv=3.702, sprd=0.028]
Ep 027/60 [S2:+mat]:  91%|██▋| 303/333 [05:58<00:35,  1.20s/it, loss=0.740, pair=0.006, adv=3.702, sprd=0.028]
Ep 027/60 [S2:+mat]:  91%|██▋| 303/333 [06:00<00:35,  1.20s/it, loss=0.722, pair=0.018, adv=3.546, sprd=0.022]
Ep 027/60 [S2:+mat]:  91%|██▋| 304/333 [06:00<00:34,  1.18s/it, loss=0.722, pair=0.018, adv=3.546, sprd=0.022]
Ep 027/60 [S2:+mat]:  91%|██▋| 304/333 [06:01<00:34,  1.18s/it, loss=0.726, pair=0.012, adv=3.302, sprd=0.020]
Ep 027/60 [S2:+mat]:  92%|██▋| 305/333 [06:01<00:35,  1.27s/it, loss=0.726, pair=0.012, adv=3.302, sprd=0.020]
Ep 027/60 [S2:+mat]:  92%|██▋| 305/333 [06:02<00:35,  1.27s/it, loss=0.723, pair=0.024, adv=3.571, sprd=0.022]
Ep 027/60 [S2:+mat]:  92%|██▊| 306/333 [06:02<00:33,  1.25s/it, loss=0.723, pair=0.024, adv=3.571, sprd=0.022]
Ep 027/60 [S2:+mat]:  92%|██▊| 306/333 [06:04<00:33,  1.25s/it, loss=0.714, pair=0.024, adv=3.586, sprd=0.021]
Ep 027/60 [S2:+mat]:  92%|██▊| 307/333 [06:04<00:34,  1.32s/it, loss=0.714, pair=0.024, adv=3.586, sprd=0.021]
Ep 027/60 [S2:+mat]:  92%|██▊| 307/333 [06:05<00:34,  1.32s/it, loss=0.742, pair=0.037, adv=3.620, sprd=0.025]
Ep 027/60 [S2:+mat]:  92%|██▊| 308/333 [06:05<00:31,  1.28s/it, loss=0.742, pair=0.037, adv=3.620, sprd=0.025]
Ep 027/60 [S2:+mat]:  92%|██▊| 308/333 [06:06<00:31,  1.28s/it, loss=0.722, pair=0.013, adv=3.535, sprd=0.023]
Ep 027/60 [S2:+mat]:  93%|██▊| 309/333 [06:06<00:31,  1.30s/it, loss=0.722, pair=0.013, adv=3.535, sprd=0.023]
Ep 027/60 [S2:+mat]:  93%|██▊| 309/333 [06:07<00:31,  1.30s/it, loss=0.736, pair=0.024, adv=3.412, sprd=0.025]
Ep 027/60 [S2:+mat]:  93%|██▊| 310/333 [06:07<00:29,  1.26s/it, loss=0.736, pair=0.024, adv=3.412, sprd=0.025]
Ep 027/60 [S2:+mat]:  93%|██▊| 310/333 [06:09<00:29,  1.26s/it, loss=0.714, pair=0.009, adv=3.394, sprd=0.020]
Ep 027/60 [S2:+mat]:  93%|██▊| 311/333 [06:09<00:28,  1.28s/it, loss=0.714, pair=0.009, adv=3.394, sprd=0.020]
Ep 027/60 [S2:+mat]:  93%|██▊| 311/333 [06:10<00:28,  1.28s/it, loss=0.737, pair=0.008, adv=3.995, sprd=0.026]
Ep 027/60 [S2:+mat]:  94%|██▊| 312/333 [06:10<00:26,  1.25s/it, loss=0.737, pair=0.008, adv=3.995, sprd=0.026]
Ep 027/60 [S2:+mat]:  94%|██▊| 312/333 [06:11<00:26,  1.25s/it, loss=0.792, pair=0.298, adv=3.501, sprd=0.020]
Ep 027/60 [S2:+mat]:  94%|██▊| 313/333 [06:11<00:25,  1.29s/it, loss=0.792, pair=0.298, adv=3.501, sprd=0.020]
Ep 027/60 [S2:+mat]:  94%|██▊| 313/333 [06:12<00:25,  1.29s/it, loss=0.738, pair=0.026, adv=3.513, sprd=0.025]
Ep 027/60 [S2:+mat]:  94%|██▊| 314/333 [06:12<00:23,  1.25s/it, loss=0.738, pair=0.026, adv=3.513, sprd=0.025]
Ep 027/60 [S2:+mat]:  94%|██▊| 314/333 [06:14<00:23,  1.25s/it, loss=0.736, pair=0.019, adv=3.190, sprd=0.018]
Ep 027/60 [S2:+mat]:  95%|██▊| 315/333 [06:14<00:23,  1.30s/it, loss=0.736, pair=0.019, adv=3.190, sprd=0.018]
Ep 027/60 [S2:+mat]:  95%|██▊| 315/333 [06:15<00:23,  1.30s/it, loss=0.713, pair=0.022, adv=3.330, sprd=0.017]
Ep 027/60 [S2:+mat]:  95%|██▊| 316/333 [06:15<00:21,  1.25s/it, loss=0.713, pair=0.022, adv=3.330, sprd=0.017]
Ep 027/60 [S2:+mat]:  95%|██▊| 316/333 [06:16<00:21,  1.25s/it, loss=0.964, pair=0.819, adv=3.792, sprd=0.025]
Ep 027/60 [S2:+mat]:  95%|██▊| 317/333 [06:16<00:20,  1.31s/it, loss=0.964, pair=0.819, adv=3.792, sprd=0.025]
Ep 027/60 [S2:+mat]:  95%|██▊| 317/333 [06:18<00:20,  1.31s/it, loss=0.708, pair=0.000, adv=3.799, sprd=0.021]
Ep 027/60 [S2:+mat]:  95%|██▊| 318/333 [06:18<00:18,  1.25s/it, loss=0.708, pair=0.000, adv=3.799, sprd=0.021]
Ep 027/60 [S2:+mat]:  95%|██▊| 318/333 [06:19<00:18,  1.25s/it, loss=0.692, pair=0.000, adv=3.270, sprd=0.017]
Ep 027/60 [S2:+mat]:  96%|██▊| 319/333 [06:19<00:18,  1.30s/it, loss=0.692, pair=0.000, adv=3.270, sprd=0.017]
Ep 027/60 [S2:+mat]:  96%|██▊| 319/333 [06:20<00:18,  1.30s/it, loss=0.724, pair=0.009, adv=3.139, sprd=0.027]
Ep 027/60 [S2:+mat]:  96%|██▉| 320/333 [06:20<00:16,  1.27s/it, loss=0.724, pair=0.009, adv=3.139, sprd=0.027]
Ep 027/60 [S2:+mat]:  96%|██▉| 320/333 [06:22<00:16,  1.27s/it, loss=0.746, pair=0.042, adv=3.477, sprd=0.026]
Ep 027/60 [S2:+mat]:  96%|██▉| 321/333 [06:22<00:15,  1.33s/it, loss=0.746, pair=0.042, adv=3.477, sprd=0.026]
Ep 027/60 [S2:+mat]:  96%|██▉| 321/333 [06:23<00:15,  1.33s/it, loss=0.735, pair=0.017, adv=3.748, sprd=0.027]
Ep 027/60 [S2:+mat]:  97%|██▉| 322/333 [06:23<00:14,  1.28s/it, loss=0.735, pair=0.017, adv=3.748, sprd=0.027]
Ep 027/60 [S2:+mat]:  97%|██▉| 322/333 [06:24<00:14,  1.28s/it, loss=0.803, pair=0.004, adv=3.684, sprd=0.021]
Ep 027/60 [S2:+mat]:  97%|██▉| 323/333 [06:24<00:13,  1.33s/it, loss=0.803, pair=0.004, adv=3.684, sprd=0.021]
Ep 027/60 [S2:+mat]:  97%|██▉| 323/333 [06:25<00:13,  1.33s/it, loss=0.723, pair=0.004, adv=3.844, sprd=0.022]
Ep 027/60 [S2:+mat]:  97%|██▉| 324/333 [06:25<00:11,  1.28s/it, loss=0.723, pair=0.004, adv=3.844, sprd=0.022]
Ep 027/60 [S2:+mat]:  97%|██▉| 324/333 [06:27<00:11,  1.28s/it, loss=0.799, pair=0.003, adv=3.342, sprd=0.020]
Ep 027/60 [S2:+mat]:  98%|██▉| 325/333 [06:27<00:10,  1.34s/it, loss=0.799, pair=0.003, adv=3.342, sprd=0.020]
Ep 027/60 [S2:+mat]:  98%|██▉| 325/333 [06:28<00:10,  1.34s/it, loss=0.716, pair=0.006, adv=3.839, sprd=0.021]
Ep 027/60 [S2:+mat]:  98%|██▉| 326/333 [06:28<00:08,  1.28s/it, loss=0.716, pair=0.006, adv=3.839, sprd=0.021]
Ep 027/60 [S2:+mat]:  98%|██▉| 326/333 [06:30<00:08,  1.28s/it, loss=0.826, pair=0.001, adv=3.717, sprd=0.025]
Ep 027/60 [S2:+mat]:  98%|██▉| 327/333 [06:30<00:08,  1.35s/it, loss=0.826, pair=0.001, adv=3.717, sprd=0.025]
Ep 027/60 [S2:+mat]:  98%|██▉| 327/333 [06:31<00:08,  1.35s/it, loss=0.708, pair=0.004, adv=4.081, sprd=0.022]
Ep 027/60 [S2:+mat]:  98%|██▉| 328/333 [06:31<00:06,  1.29s/it, loss=0.708, pair=0.004, adv=4.081, sprd=0.022]
Ep 027/60 [S2:+mat]:  98%|██▉| 328/333 [06:32<00:06,  1.29s/it, loss=0.725, pair=0.004, adv=4.194, sprd=0.024]
Ep 027/60 [S2:+mat]:  99%|██▉| 329/333 [06:32<00:05,  1.32s/it, loss=0.725, pair=0.004, adv=4.194, sprd=0.024]
Ep 027/60 [S2:+mat]:  99%|██▉| 329/333 [06:33<00:05,  1.32s/it, loss=0.710, pair=0.007, adv=3.644, sprd=0.020]
Ep 027/60 [S2:+mat]:  99%|██▉| 330/333 [06:33<00:03,  1.28s/it, loss=0.710, pair=0.007, adv=3.644, sprd=0.020]
Ep 027/60 [S2:+mat]:  99%|██▉| 330/333 [06:35<00:03,  1.28s/it, loss=0.797, pair=0.005, adv=4.167, sprd=0.022]
Ep 027/60 [S2:+mat]:  99%|██▉| 331/333 [06:35<00:02,  1.33s/it, loss=0.797, pair=0.005, adv=4.167, sprd=0.022]
Ep 027/60 [S2:+mat]:  99%|██▉| 331/333 [06:36<00:02,  1.33s/it, loss=0.722, pair=0.002, adv=3.740, sprd=0.021]
Ep 027/60 [S2:+mat]: 100%|██▉| 332/333 [06:36<00:01,  1.28s/it, loss=0.722, pair=0.002, adv=3.740, sprd=0.021]
Ep 027/60 [S2:+mat]: 100%|██▉| 332/333 [06:37<00:01,  1.28s/it, loss=0.719, pair=0.007, adv=4.077, sprd=0.022]
Ep 027/60 [S2:+mat]: 100%|███| 333/333 [06:37<00:00,  1.36s/it, loss=0.719, pair=0.007, adv=4.077, sprd=0.022]
                                                                                                              
Epoch 027/60 [S2:+mat]  loss=0.7317  mat=0.3293  sens=1.0302  pair=0.0217  adv=3.6594(rand=3.37)  deg=0.0074  orth=0.0051  spread=0.0232  q_mean=51.0  q_std=16.1  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=6.24e-05  398s

Ep 028/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 028/60 [S2:+mat]:   0%|             | 0/333 [00:02<?, ?it/s, loss=0.735, pair=0.005, adv=4.085, sprd=0.025]
Ep 028/60 [S2:+mat]:   0%|     | 1/333 [00:02<11:07,  2.01s/it, loss=0.735, pair=0.005, adv=4.085, sprd=0.025]
Ep 028/60 [S2:+mat]:   0%|     | 1/333 [00:03<11:07,  2.01s/it, loss=0.713, pair=0.007, adv=3.893, sprd=0.020]
Ep 028/60 [S2:+mat]:   1%|     | 2/333 [00:03<08:21,  1.52s/it, loss=0.713, pair=0.007, adv=3.893, sprd=0.020]
Ep 028/60 [S2:+mat]:   1%|     | 2/333 [00:04<08:21,  1.52s/it, loss=0.741, pair=0.006, adv=4.041, sprd=0.025]
Ep 028/60 [S2:+mat]:   1%|     | 3/333 [00:04<08:16,  1.51s/it, loss=0.741, pair=0.006, adv=4.041, sprd=0.025]
Ep 028/60 [S2:+mat]:   1%|     | 3/333 [00:05<08:16,  1.51s/it, loss=0.710, pair=0.010, adv=4.688, sprd=0.019]
Ep 028/60 [S2:+mat]:   1%|     | 4/333 [00:05<07:31,  1.37s/it, loss=0.710, pair=0.010, adv=4.688, sprd=0.019]
Ep 028/60 [S2:+mat]:   1%|     | 4/333 [00:07<07:31,  1.37s/it, loss=0.742, pair=0.011, adv=4.299, sprd=0.026]
Ep 028/60 [S2:+mat]:   2%|     | 5/333 [00:07<08:03,  1.48s/it, loss=0.742, pair=0.011, adv=4.299, sprd=0.026]
Ep 028/60 [S2:+mat]:   2%|     | 5/333 [00:08<08:03,  1.48s/it, loss=0.708, pair=0.004, adv=3.967, sprd=0.021]
Ep 028/60 [S2:+mat]:   2%|     | 6/333 [00:08<07:32,  1.38s/it, loss=0.708, pair=0.004, adv=3.967, sprd=0.021]
Ep 028/60 [S2:+mat]:   2%|     | 6/333 [00:10<07:32,  1.38s/it, loss=0.728, pair=0.007, adv=3.924, sprd=0.025]
Ep 028/60 [S2:+mat]:   2%|     | 7/333 [00:10<07:47,  1.43s/it, loss=0.728, pair=0.007, adv=3.924, sprd=0.025]
Ep 028/60 [S2:+mat]:   2%|     | 7/333 [00:11<07:47,  1.43s/it, loss=0.743, pair=0.006, adv=4.048, sprd=0.028]
Ep 028/60 [S2:+mat]:   2%|     | 8/333 [00:11<07:31,  1.39s/it, loss=0.743, pair=0.006, adv=4.048, sprd=0.028]
Ep 028/60 [S2:+mat]:   2%|     | 8/333 [00:13<07:31,  1.39s/it, loss=0.709, pair=0.002, adv=3.788, sprd=0.019]
Ep 028/60 [S2:+mat]:   3%|▏    | 9/333 [00:13<07:39,  1.42s/it, loss=0.709, pair=0.002, adv=3.788, sprd=0.019]
Ep 028/60 [S2:+mat]:   3%|▏    | 9/333 [00:14<07:39,  1.42s/it, loss=0.723, pair=0.007, adv=4.452, sprd=0.025]
Ep 028/60 [S2:+mat]:   3%|    | 10/333 [00:14<07:17,  1.35s/it, loss=0.723, pair=0.007, adv=4.452, sprd=0.025]
Ep 028/60 [S2:+mat]:   3%|    | 10/333 [00:15<07:17,  1.35s/it, loss=0.720, pair=0.004, adv=3.966, sprd=0.022]
Ep 028/60 [S2:+mat]:   3%|▏   | 11/333 [00:15<07:24,  1.38s/it, loss=0.720, pair=0.004, adv=3.966, sprd=0.022]
Ep 028/60 [S2:+mat]:   3%|▏   | 11/333 [00:16<07:24,  1.38s/it, loss=0.713, pair=0.005, adv=4.233, sprd=0.019]
Ep 028/60 [S2:+mat]:   4%|▏   | 12/333 [00:16<07:04,  1.32s/it, loss=0.713, pair=0.005, adv=4.233, sprd=0.019]
Ep 028/60 [S2:+mat]:   4%|▏   | 12/333 [00:18<07:04,  1.32s/it, loss=0.735, pair=0.008, adv=4.072, sprd=0.026]
Ep 028/60 [S2:+mat]:   4%|▏   | 13/333 [00:18<07:20,  1.38s/it, loss=0.735, pair=0.008, adv=4.072, sprd=0.026]
Ep 028/60 [S2:+mat]:   4%|▏   | 13/333 [00:19<07:20,  1.38s/it, loss=0.743, pair=0.034, adv=4.308, sprd=0.026]
Ep 028/60 [S2:+mat]:   4%|▏   | 14/333 [00:19<07:11,  1.35s/it, loss=0.743, pair=0.034, adv=4.308, sprd=0.026]
Ep 028/60 [S2:+mat]:   4%|▏   | 14/333 [00:21<07:11,  1.35s/it, loss=0.727, pair=0.036, adv=3.709, sprd=0.023]
Ep 028/60 [S2:+mat]:   5%|▏   | 15/333 [00:21<07:11,  1.36s/it, loss=0.727, pair=0.036, adv=3.709, sprd=0.023]
Ep 028/60 [S2:+mat]:   5%|▏   | 15/333 [00:22<07:11,  1.36s/it, loss=0.713, pair=0.012, adv=4.005, sprd=0.021]
Ep 028/60 [S2:+mat]:   5%|▏   | 16/333 [00:22<06:49,  1.29s/it, loss=0.713, pair=0.012, adv=4.005, sprd=0.021]
Ep 028/60 [S2:+mat]:   5%|▏   | 16/333 [00:23<06:49,  1.29s/it, loss=0.698, pair=0.006, adv=4.015, sprd=0.019]
Ep 028/60 [S2:+mat]:   5%|▏   | 17/333 [00:23<06:56,  1.32s/it, loss=0.698, pair=0.006, adv=4.015, sprd=0.019]
Ep 028/60 [S2:+mat]:   5%|▏   | 17/333 [00:24<06:56,  1.32s/it, loss=0.746, pair=0.015, adv=4.515, sprd=0.029]
Ep 028/60 [S2:+mat]:   5%|▏   | 18/333 [00:24<06:39,  1.27s/it, loss=0.746, pair=0.015, adv=4.515, sprd=0.029]
Ep 028/60 [S2:+mat]:   5%|▏   | 18/333 [00:26<06:39,  1.27s/it, loss=0.729, pair=0.017, adv=4.104, sprd=0.023]
Ep 028/60 [S2:+mat]:   6%|▏   | 19/333 [00:26<06:47,  1.30s/it, loss=0.729, pair=0.017, adv=4.104, sprd=0.023]
Ep 028/60 [S2:+mat]:   6%|▏   | 19/333 [00:27<06:47,  1.30s/it, loss=0.721, pair=0.001, adv=4.300, sprd=0.024]
Ep 028/60 [S2:+mat]:   6%|▏   | 20/333 [00:27<06:31,  1.25s/it, loss=0.721, pair=0.001, adv=4.300, sprd=0.024]
Ep 028/60 [S2:+mat]:   6%|▏   | 20/333 [00:28<06:31,  1.25s/it, loss=0.715, pair=0.001, adv=3.812, sprd=0.020]
Ep 028/60 [S2:+mat]:   6%|▎   | 21/333 [00:28<06:44,  1.30s/it, loss=0.715, pair=0.001, adv=3.812, sprd=0.020]
Ep 028/60 [S2:+mat]:   6%|▎   | 21/333 [00:29<06:44,  1.30s/it, loss=0.739, pair=0.011, adv=3.778, sprd=0.028]
Ep 028/60 [S2:+mat]:   7%|▎   | 22/333 [00:29<06:33,  1.27s/it, loss=0.739, pair=0.011, adv=3.778, sprd=0.028]
Ep 028/60 [S2:+mat]:   7%|▎   | 22/333 [00:31<06:33,  1.27s/it, loss=0.720, pair=0.031, adv=4.279, sprd=0.023]
Ep 028/60 [S2:+mat]:   7%|▎   | 23/333 [00:31<06:40,  1.29s/it, loss=0.720, pair=0.031, adv=4.279, sprd=0.023]
Ep 028/60 [S2:+mat]:   7%|▎   | 23/333 [00:32<06:40,  1.29s/it, loss=0.743, pair=0.007, adv=3.890, sprd=0.027]
Ep 028/60 [S2:+mat]:   7%|▎   | 24/333 [00:32<06:27,  1.26s/it, loss=0.743, pair=0.007, adv=3.890, sprd=0.027]
Ep 028/60 [S2:+mat]:   7%|▎   | 24/333 [00:33<06:27,  1.26s/it, loss=0.735, pair=0.038, adv=4.043, sprd=0.024]
Ep 028/60 [S2:+mat]:   8%|▎   | 25/333 [00:33<06:40,  1.30s/it, loss=0.735, pair=0.038, adv=4.043, sprd=0.024]
Ep 028/60 [S2:+mat]:   8%|▎   | 25/333 [00:34<06:40,  1.30s/it, loss=0.723, pair=0.025, adv=3.870, sprd=0.021]
Ep 028/60 [S2:+mat]:   8%|▎   | 26/333 [00:34<06:25,  1.26s/it, loss=0.723, pair=0.025, adv=3.870, sprd=0.021]
Ep 028/60 [S2:+mat]:   8%|▎   | 26/333 [00:36<06:25,  1.26s/it, loss=0.763, pair=0.066, adv=3.851, sprd=0.024]
Ep 028/60 [S2:+mat]:   8%|▎   | 27/333 [00:36<06:52,  1.35s/it, loss=0.763, pair=0.066, adv=3.851, sprd=0.024]
Ep 028/60 [S2:+mat]:   8%|▎   | 27/333 [00:37<06:52,  1.35s/it, loss=0.731, pair=0.016, adv=3.523, sprd=0.026]
Ep 028/60 [S2:+mat]:   8%|▎   | 28/333 [00:37<06:32,  1.29s/it, loss=0.731, pair=0.016, adv=3.523, sprd=0.026]
Ep 028/60 [S2:+mat]:   8%|▎   | 28/333 [00:38<06:32,  1.29s/it, loss=0.800, pair=0.006, adv=3.638, sprd=0.023]
Ep 028/60 [S2:+mat]:   9%|▎   | 29/333 [00:38<06:21,  1.25s/it, loss=0.800, pair=0.006, adv=3.638, sprd=0.023]
Ep 028/60 [S2:+mat]:   9%|▎   | 29/333 [00:39<06:21,  1.25s/it, loss=0.742, pair=0.004, adv=3.836, sprd=0.030]
Ep 028/60 [S2:+mat]:   9%|▎   | 30/333 [00:39<06:13,  1.23s/it, loss=0.742, pair=0.004, adv=3.836, sprd=0.030]
Ep 028/60 [S2:+mat]:   9%|▎   | 30/333 [00:41<06:13,  1.23s/it, loss=0.738, pair=0.021, adv=3.691, sprd=0.024]
Ep 028/60 [S2:+mat]:   9%|▎   | 31/333 [00:41<06:30,  1.29s/it, loss=0.738, pair=0.021, adv=3.691, sprd=0.024]
Ep 028/60 [S2:+mat]:   9%|▎   | 31/333 [00:42<06:30,  1.29s/it, loss=0.723, pair=0.010, adv=3.526, sprd=0.025]
Ep 028/60 [S2:+mat]:  10%|▍   | 32/333 [00:42<06:15,  1.25s/it, loss=0.723, pair=0.010, adv=3.526, sprd=0.025]
Ep 028/60 [S2:+mat]:  10%|▍   | 32/333 [00:43<06:15,  1.25s/it, loss=0.718, pair=0.007, adv=3.319, sprd=0.025]
Ep 028/60 [S2:+mat]:  10%|▍   | 33/333 [00:43<06:28,  1.29s/it, loss=0.718, pair=0.007, adv=3.319, sprd=0.025]
Ep 028/60 [S2:+mat]:  10%|▍   | 33/333 [00:45<06:28,  1.29s/it, loss=0.733, pair=0.016, adv=3.608, sprd=0.025]
Ep 028/60 [S2:+mat]:  10%|▍   | 34/333 [00:45<06:13,  1.25s/it, loss=0.733, pair=0.016, adv=3.608, sprd=0.025]
Ep 028/60 [S2:+mat]:  10%|▍   | 34/333 [00:46<06:13,  1.25s/it, loss=0.745, pair=0.004, adv=3.716, sprd=0.031]
Ep 028/60 [S2:+mat]:  11%|▍   | 35/333 [00:46<06:33,  1.32s/it, loss=0.745, pair=0.004, adv=3.716, sprd=0.031]
Ep 028/60 [S2:+mat]:  11%|▍   | 35/333 [00:47<06:33,  1.32s/it, loss=0.745, pair=0.014, adv=3.742, sprd=0.030]
Ep 028/60 [S2:+mat]:  11%|▍   | 36/333 [00:47<06:17,  1.27s/it, loss=0.745, pair=0.014, adv=3.742, sprd=0.030]
Ep 028/60 [S2:+mat]:  11%|▍   | 36/333 [00:49<06:17,  1.27s/it, loss=0.697, pair=0.015, adv=3.292, sprd=0.018]
Ep 028/60 [S2:+mat]:  11%|▍   | 37/333 [00:49<06:30,  1.32s/it, loss=0.697, pair=0.015, adv=3.292, sprd=0.018]
Ep 028/60 [S2:+mat]:  11%|▍   | 37/333 [00:50<06:30,  1.32s/it, loss=0.710, pair=0.009, adv=3.953, sprd=0.020]
Ep 028/60 [S2:+mat]:  11%|▍   | 38/333 [00:50<06:13,  1.27s/it, loss=0.710, pair=0.009, adv=3.953, sprd=0.020]
Ep 028/60 [S2:+mat]:  11%|▍   | 38/333 [00:51<06:13,  1.27s/it, loss=0.707, pair=0.018, adv=3.994, sprd=0.019]
Ep 028/60 [S2:+mat]:  12%|▍   | 39/333 [00:51<06:23,  1.30s/it, loss=0.707, pair=0.018, adv=3.994, sprd=0.019]
Ep 028/60 [S2:+mat]:  12%|▍   | 39/333 [00:52<06:23,  1.30s/it, loss=0.755, pair=0.030, adv=4.073, sprd=0.024]
Ep 028/60 [S2:+mat]:  12%|▍   | 40/333 [00:52<06:13,  1.27s/it, loss=0.755, pair=0.030, adv=4.073, sprd=0.024]
Ep 028/60 [S2:+mat]:  12%|▍   | 40/333 [00:54<06:13,  1.27s/it, loss=0.750, pair=0.049, adv=3.967, sprd=0.027]
Ep 028/60 [S2:+mat]:  12%|▍   | 41/333 [00:54<06:26,  1.32s/it, loss=0.750, pair=0.049, adv=3.967, sprd=0.027]
Ep 028/60 [S2:+mat]:  12%|▍   | 41/333 [00:55<06:26,  1.32s/it, loss=0.699, pair=0.012, adv=3.835, sprd=0.019]
Ep 028/60 [S2:+mat]:  13%|▌   | 42/333 [00:55<06:09,  1.27s/it, loss=0.699, pair=0.012, adv=3.835, sprd=0.019]
Ep 028/60 [S2:+mat]:  13%|▌   | 42/333 [00:56<06:09,  1.27s/it, loss=0.743, pair=0.023, adv=4.171, sprd=0.026]
Ep 028/60 [S2:+mat]:  13%|▌   | 43/333 [00:56<06:17,  1.30s/it, loss=0.743, pair=0.023, adv=4.171, sprd=0.026]
Ep 028/60 [S2:+mat]:  13%|▌   | 43/333 [00:57<06:17,  1.30s/it, loss=0.731, pair=0.010, adv=4.071, sprd=0.026]
Ep 028/60 [S2:+mat]:  13%|▌   | 44/333 [00:57<06:01,  1.25s/it, loss=0.731, pair=0.010, adv=4.071, sprd=0.026]
Ep 028/60 [S2:+mat]:  13%|▌   | 44/333 [00:59<06:01,  1.25s/it, loss=0.733, pair=0.013, adv=3.552, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 45/333 [00:59<06:20,  1.32s/it, loss=0.733, pair=0.013, adv=3.552, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 45/333 [01:00<06:20,  1.32s/it, loss=0.723, pair=0.000, adv=3.883, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 46/333 [01:00<06:03,  1.27s/it, loss=0.723, pair=0.000, adv=3.883, sprd=0.025]
Ep 028/60 [S2:+mat]:  14%|▌   | 46/333 [01:01<06:03,  1.27s/it, loss=0.812, pair=0.003, adv=3.835, sprd=0.022]
Ep 028/60 [S2:+mat]:  14%|▌   | 47/333 [01:01<06:08,  1.29s/it, loss=0.812, pair=0.003, adv=3.835, sprd=0.022]
Ep 028/60 [S2:+mat]:  14%|▌   | 47/333 [01:03<06:08,  1.29s/it, loss=0.757, pair=0.018, adv=4.235, sprd=0.033]
Ep 028/60 [S2:+mat]:  14%|▌   | 48/333 [01:03<05:59,  1.26s/it, loss=0.757, pair=0.018, adv=4.235, sprd=0.033]
Ep 028/60 [S2:+mat]:  14%|▌   | 48/333 [01:04<05:59,  1.26s/it, loss=0.727, pair=0.013, adv=3.845, sprd=0.025]
Ep 028/60 [S2:+mat]:  15%|▌   | 49/333 [01:04<06:07,  1.30s/it, loss=0.727, pair=0.013, adv=3.845, sprd=0.025]
Ep 028/60 [S2:+mat]:  15%|▌   | 49/333 [01:05<06:07,  1.30s/it, loss=0.711, pair=0.011, adv=3.758, sprd=0.022]
Ep 028/60 [S2:+mat]:  15%|▌   | 50/333 [01:05<05:51,  1.24s/it, loss=0.711, pair=0.011, adv=3.758, sprd=0.022]
Ep 028/60 [S2:+mat]:  15%|▌   | 50/333 [01:06<05:51,  1.24s/it, loss=0.729, pair=0.013, adv=3.862, sprd=0.025]
Ep 028/60 [S2:+mat]:  15%|▌   | 51/333 [01:06<06:00,  1.28s/it, loss=0.729, pair=0.013, adv=3.862, sprd=0.025]
Ep 028/60 [S2:+mat]:  15%|▌   | 51/333 [01:08<06:00,  1.28s/it, loss=0.716, pair=0.016, adv=3.630, sprd=0.020]
Ep 028/60 [S2:+mat]:  16%|▌   | 52/333 [01:08<05:45,  1.23s/it, loss=0.716, pair=0.016, adv=3.630, sprd=0.020]
Ep 028/60 [S2:+mat]:  16%|▌   | 52/333 [01:09<05:45,  1.23s/it, loss=0.723, pair=0.024, adv=3.760, sprd=0.020]
Ep 028/60 [S2:+mat]:  16%|▋   | 53/333 [01:09<05:59,  1.28s/it, loss=0.723, pair=0.024, adv=3.760, sprd=0.020]
Ep 028/60 [S2:+mat]:  16%|▋   | 53/333 [01:10<05:59,  1.28s/it, loss=0.734, pair=0.010, adv=3.997, sprd=0.025]
Ep 028/60 [S2:+mat]:  16%|▋   | 54/333 [01:10<05:47,  1.25s/it, loss=0.734, pair=0.010, adv=3.997, sprd=0.025]
Ep 028/60 [S2:+mat]:  16%|▋   | 54/333 [01:12<05:47,  1.25s/it, loss=0.756, pair=0.016, adv=3.865, sprd=0.031]
Ep 028/60 [S2:+mat]:  17%|▋   | 55/333 [01:12<05:57,  1.29s/it, loss=0.756, pair=0.016, adv=3.865, sprd=0.031]
Ep 028/60 [S2:+mat]:  17%|▋   | 55/333 [01:13<05:57,  1.29s/it, loss=0.765, pair=0.010, adv=3.823, sprd=0.032]
Ep 028/60 [S2:+mat]:  17%|▋   | 56/333 [01:13<05:51,  1.27s/it, loss=0.765, pair=0.010, adv=3.823, sprd=0.032]
Ep 028/60 [S2:+mat]:  17%|▋   | 56/333 [01:14<05:51,  1.27s/it, loss=0.712, pair=0.007, adv=3.354, sprd=0.021]
Ep 028/60 [S2:+mat]:  17%|▋   | 57/333 [01:14<05:54,  1.28s/it, loss=0.712, pair=0.007, adv=3.354, sprd=0.021]
Ep 028/60 [S2:+mat]:  17%|▋   | 57/333 [01:15<05:54,  1.28s/it, loss=0.725, pair=0.031, adv=4.272, sprd=0.024]
Ep 028/60 [S2:+mat]:  17%|▋   | 58/333 [01:15<05:41,  1.24s/it, loss=0.725, pair=0.031, adv=4.272, sprd=0.024]
Ep 028/60 [S2:+mat]:  17%|▋   | 58/333 [01:17<05:41,  1.24s/it, loss=0.729, pair=0.011, adv=3.470, sprd=0.023]
Ep 028/60 [S2:+mat]:  18%|▋   | 59/333 [01:17<06:02,  1.32s/it, loss=0.729, pair=0.011, adv=3.470, sprd=0.023]
Ep 028/60 [S2:+mat]:  18%|▋   | 59/333 [01:18<06:02,  1.32s/it, loss=0.725, pair=0.011, adv=3.202, sprd=0.024]
Ep 028/60 [S2:+mat]:  18%|▋   | 60/333 [01:18<05:47,  1.27s/it, loss=0.725, pair=0.011, adv=3.202, sprd=0.024]
Ep 028/60 [S2:+mat]:  18%|▋   | 60/333 [01:19<05:47,  1.27s/it, loss=0.722, pair=0.000, adv=3.537, sprd=0.022]
Ep 028/60 [S2:+mat]:  18%|▋   | 61/333 [01:19<06:02,  1.33s/it, loss=0.722, pair=0.000, adv=3.537, sprd=0.022]
Ep 028/60 [S2:+mat]:  18%|▋   | 61/333 [01:21<06:02,  1.33s/it, loss=0.719, pair=0.015, adv=3.811, sprd=0.022]
Ep 028/60 [S2:+mat]:  19%|▋   | 62/333 [01:21<05:45,  1.28s/it, loss=0.719, pair=0.015, adv=3.811, sprd=0.022]
Ep 028/60 [S2:+mat]:  19%|▋   | 62/333 [01:22<05:45,  1.28s/it, loss=0.722, pair=0.003, adv=3.830, sprd=0.021]
Ep 028/60 [S2:+mat]:  19%|▊   | 63/333 [01:22<06:07,  1.36s/it, loss=0.722, pair=0.003, adv=3.830, sprd=0.021]
Ep 028/60 [S2:+mat]:  19%|▊   | 63/333 [01:23<06:07,  1.36s/it, loss=0.730, pair=0.010, adv=3.801, sprd=0.025]
Ep 028/60 [S2:+mat]:  19%|▊   | 64/333 [01:23<05:48,  1.30s/it, loss=0.730, pair=0.010, adv=3.801, sprd=0.025]
Ep 028/60 [S2:+mat]:  19%|▊   | 64/333 [01:25<05:48,  1.30s/it, loss=0.706, pair=0.007, adv=4.135, sprd=0.020]
Ep 028/60 [S2:+mat]:  20%|▊   | 65/333 [01:25<06:03,  1.36s/it, loss=0.706, pair=0.007, adv=4.135, sprd=0.020]
Ep 028/60 [S2:+mat]:  20%|▊   | 65/333 [01:26<06:03,  1.36s/it, loss=0.738, pair=0.001, adv=3.747, sprd=0.027]
Ep 028/60 [S2:+mat]:  20%|▊   | 66/333 [01:26<05:50,  1.31s/it, loss=0.738, pair=0.001, adv=3.747, sprd=0.027]
Ep 028/60 [S2:+mat]:  20%|▊   | 66/333 [01:27<05:50,  1.31s/it, loss=0.733, pair=0.003, adv=3.841, sprd=0.025]
Ep 028/60 [S2:+mat]:  20%|▊   | 67/333 [01:27<05:56,  1.34s/it, loss=0.733, pair=0.003, adv=3.841, sprd=0.025]
Ep 028/60 [S2:+mat]:  20%|▊   | 67/333 [01:28<05:56,  1.34s/it, loss=0.706, pair=0.003, adv=4.315, sprd=0.021]
Ep 028/60 [S2:+mat]:  20%|▊   | 68/333 [01:28<05:38,  1.28s/it, loss=0.706, pair=0.003, adv=4.315, sprd=0.021]
Ep 028/60 [S2:+mat]:  20%|▊   | 68/333 [01:30<05:38,  1.28s/it, loss=0.727, pair=0.006, adv=4.006, sprd=0.022]
Ep 028/60 [S2:+mat]:  21%|▊   | 69/333 [01:30<05:49,  1.32s/it, loss=0.727, pair=0.006, adv=4.006, sprd=0.022]
Ep 028/60 [S2:+mat]:  21%|▊   | 69/333 [01:31<05:49,  1.32s/it, loss=0.727, pair=0.000, adv=3.837, sprd=0.026]
Ep 028/60 [S2:+mat]:  21%|▊   | 70/333 [01:31<05:37,  1.28s/it, loss=0.727, pair=0.000, adv=3.837, sprd=0.026]
Ep 028/60 [S2:+mat]:  21%|▊   | 70/333 [01:32<05:37,  1.28s/it, loss=0.717, pair=0.004, adv=4.277, sprd=0.021]
Ep 028/60 [S2:+mat]:  21%|▊   | 71/333 [01:32<05:25,  1.24s/it, loss=0.717, pair=0.004, adv=4.277, sprd=0.021]
Ep 028/60 [S2:+mat]:  21%|▊   | 71/333 [01:33<05:25,  1.24s/it, loss=0.705, pair=0.016, adv=3.698, sprd=0.018]
Ep 028/60 [S2:+mat]:  22%|▊   | 72/333 [01:33<05:12,  1.20s/it, loss=0.705, pair=0.016, adv=3.698, sprd=0.018]
Ep 028/60 [S2:+mat]:  22%|▊   | 72/333 [01:35<05:12,  1.20s/it, loss=0.749, pair=0.027, adv=4.246, sprd=0.028]
Ep 028/60 [S2:+mat]:  22%|▉   | 73/333 [01:35<05:32,  1.28s/it, loss=0.749, pair=0.027, adv=4.246, sprd=0.028]
Ep 028/60 [S2:+mat]:  22%|▉   | 73/333 [01:36<05:32,  1.28s/it, loss=0.717, pair=0.005, adv=4.022, sprd=0.024]
Ep 028/60 [S2:+mat]:  22%|▉   | 74/333 [01:36<05:18,  1.23s/it, loss=0.717, pair=0.005, adv=4.022, sprd=0.024]
Ep 028/60 [S2:+mat]:  22%|▉   | 74/333 [01:37<05:18,  1.23s/it, loss=0.722, pair=0.009, adv=3.513, sprd=0.022]
Ep 028/60 [S2:+mat]:  23%|▉   | 75/333 [01:37<05:26,  1.27s/it, loss=0.722, pair=0.009, adv=3.513, sprd=0.022]
Ep 028/60 [S2:+mat]:  23%|▉   | 75/333 [01:38<05:26,  1.27s/it, loss=0.723, pair=0.009, adv=4.006, sprd=0.021]
Ep 028/60 [S2:+mat]:  23%|▉   | 76/333 [01:38<05:12,  1.22s/it, loss=0.723, pair=0.009, adv=4.006, sprd=0.021]
Ep 028/60 [S2:+mat]:  23%|▉   | 76/333 [01:40<05:12,  1.22s/it, loss=0.722, pair=0.014, adv=3.456, sprd=0.021]
Ep 028/60 [S2:+mat]:  23%|▉   | 77/333 [01:40<05:17,  1.24s/it, loss=0.722, pair=0.014, adv=3.456, sprd=0.021]
Ep 028/60 [S2:+mat]:  23%|▉   | 77/333 [01:41<05:17,  1.24s/it, loss=0.712, pair=0.002, adv=3.470, sprd=0.020]
Ep 028/60 [S2:+mat]:  23%|▉   | 78/333 [01:41<05:05,  1.20s/it, loss=0.712, pair=0.002, adv=3.470, sprd=0.020]
Ep 028/60 [S2:+mat]:  23%|▉   | 78/333 [01:42<05:05,  1.20s/it, loss=0.711, pair=0.010, adv=3.600, sprd=0.018]
Ep 028/60 [S2:+mat]:  24%|▉   | 79/333 [01:42<05:17,  1.25s/it, loss=0.711, pair=0.010, adv=3.600, sprd=0.018]
Ep 028/60 [S2:+mat]:  24%|▉   | 79/333 [01:43<05:17,  1.25s/it, loss=0.707, pair=0.006, adv=3.740, sprd=0.020]
Ep 028/60 [S2:+mat]:  24%|▉   | 80/333 [01:43<05:04,  1.20s/it, loss=0.707, pair=0.006, adv=3.740, sprd=0.020]
Ep 028/60 [S2:+mat]:  24%|▉   | 80/333 [01:45<05:04,  1.20s/it, loss=0.733, pair=0.007, adv=3.781, sprd=0.025]
Ep 028/60 [S2:+mat]:  24%|▉   | 81/333 [01:45<05:15,  1.25s/it, loss=0.733, pair=0.007, adv=3.781, sprd=0.025]
Ep 028/60 [S2:+mat]:  24%|▉   | 81/333 [01:46<05:15,  1.25s/it, loss=0.727, pair=0.014, adv=3.843, sprd=0.024]
Ep 028/60 [S2:+mat]:  25%|▉   | 82/333 [01:46<05:07,  1.22s/it, loss=0.727, pair=0.014, adv=3.843, sprd=0.024]
Ep 028/60 [S2:+mat]:  25%|▉   | 82/333 [01:47<05:07,  1.22s/it, loss=0.714, pair=0.011, adv=3.984, sprd=0.022]
Ep 028/60 [S2:+mat]:  25%|▉   | 83/333 [01:47<05:14,  1.26s/it, loss=0.714, pair=0.011, adv=3.984, sprd=0.022]
Ep 028/60 [S2:+mat]:  25%|▉   | 83/333 [01:48<05:14,  1.26s/it, loss=0.730, pair=0.007, adv=3.990, sprd=0.024]
Ep 028/60 [S2:+mat]:  25%|█   | 84/333 [01:48<05:02,  1.21s/it, loss=0.730, pair=0.007, adv=3.990, sprd=0.024]
Ep 028/60 [S2:+mat]:  25%|█   | 84/333 [01:50<05:02,  1.21s/it, loss=0.699, pair=0.006, adv=3.802, sprd=0.019]
Ep 028/60 [S2:+mat]:  26%|█   | 85/333 [01:50<05:17,  1.28s/it, loss=0.699, pair=0.006, adv=3.802, sprd=0.019]
Ep 028/60 [S2:+mat]:  26%|█   | 85/333 [01:51<05:17,  1.28s/it, loss=0.725, pair=0.010, adv=3.783, sprd=0.025]
Ep 028/60 [S2:+mat]:  26%|█   | 86/333 [01:51<04:54,  1.19s/it, loss=0.725, pair=0.010, adv=3.783, sprd=0.025]
Ep 028/60 [S2:+mat]:  26%|█   | 86/333 [01:52<04:54,  1.19s/it, loss=0.708, pair=0.011, adv=3.798, sprd=0.018]
Ep 028/60 [S2:+mat]:  26%|█   | 87/333 [01:52<04:32,  1.11s/it, loss=0.708, pair=0.011, adv=3.798, sprd=0.018]
Ep 028/60 [S2:+mat]:  26%|█   | 87/333 [01:53<04:32,  1.11s/it, loss=0.711, pair=0.003, adv=3.760, sprd=0.020]
Ep 028/60 [S2:+mat]:  26%|█   | 88/333 [01:53<04:32,  1.11s/it, loss=0.711, pair=0.003, adv=3.760, sprd=0.020]
Ep 028/60 [S2:+mat]:  26%|█   | 88/333 [01:54<04:32,  1.11s/it, loss=0.735, pair=0.014, adv=3.876, sprd=0.023]
Ep 028/60 [S2:+mat]:  27%|█   | 89/333 [01:54<04:43,  1.16s/it, loss=0.735, pair=0.014, adv=3.876, sprd=0.023]
Ep 028/60 [S2:+mat]:  27%|█   | 89/333 [01:55<04:43,  1.16s/it, loss=0.711, pair=0.025, adv=3.682, sprd=0.019]
Ep 028/60 [S2:+mat]:  27%|█   | 90/333 [01:55<04:39,  1.15s/it, loss=0.711, pair=0.025, adv=3.682, sprd=0.019]
Ep 028/60 [S2:+mat]:  27%|█   | 90/333 [01:56<04:39,  1.15s/it, loss=0.726, pair=0.023, adv=3.678, sprd=0.022]
Ep 028/60 [S2:+mat]:  27%|█   | 91/333 [01:56<04:52,  1.21s/it, loss=0.726, pair=0.023, adv=3.678, sprd=0.022]
Ep 028/60 [S2:+mat]:  27%|█   | 91/333 [01:58<04:52,  1.21s/it, loss=0.726, pair=0.003, adv=3.744, sprd=0.025]
Ep 028/60 [S2:+mat]:  28%|█   | 92/333 [01:58<04:46,  1.19s/it, loss=0.726, pair=0.003, adv=3.744, sprd=0.025]
Ep 028/60 [S2:+mat]:  28%|█   | 92/333 [01:59<04:46,  1.19s/it, loss=0.685, pair=0.005, adv=3.360, sprd=0.016]
Ep 028/60 [S2:+mat]:  28%|█   | 93/333 [01:59<04:57,  1.24s/it, loss=0.685, pair=0.005, adv=3.360, sprd=0.016]
Ep 028/60 [S2:+mat]:  28%|█   | 93/333 [02:00<04:57,  1.24s/it, loss=0.706, pair=0.010, adv=3.701, sprd=0.021]
Ep 028/60 [S2:+mat]:  28%|█▏  | 94/333 [02:00<04:46,  1.20s/it, loss=0.706, pair=0.010, adv=3.701, sprd=0.021]
Ep 028/60 [S2:+mat]:  28%|█▏  | 94/333 [02:01<04:46,  1.20s/it, loss=0.721, pair=0.025, adv=4.164, sprd=0.022]
Ep 028/60 [S2:+mat]:  29%|█▏  | 95/333 [02:01<04:58,  1.25s/it, loss=0.721, pair=0.025, adv=4.164, sprd=0.022]
Ep 028/60 [S2:+mat]:  29%|█▏  | 95/333 [02:02<04:58,  1.25s/it, loss=0.717, pair=0.006, adv=3.684, sprd=0.022]
Ep 028/60 [S2:+mat]:  29%|█▏  | 96/333 [02:02<04:32,  1.15s/it, loss=0.717, pair=0.006, adv=3.684, sprd=0.022]
Ep 028/60 [S2:+mat]:  29%|█▏  | 96/333 [02:04<04:32,  1.15s/it, loss=0.730, pair=0.007, adv=4.619, sprd=0.027]
Ep 028/60 [S2:+mat]:  29%|█▏  | 97/333 [02:04<04:48,  1.22s/it, loss=0.730, pair=0.007, adv=4.619, sprd=0.027]
Ep 028/60 [S2:+mat]:  29%|█▏  | 97/333 [02:05<04:48,  1.22s/it, loss=0.777, pair=0.009, adv=3.819, sprd=0.034]
Ep 028/60 [S2:+mat]:  29%|█▏  | 98/333 [02:05<04:49,  1.23s/it, loss=0.777, pair=0.009, adv=3.819, sprd=0.034]
Ep 028/60 [S2:+mat]:  29%|█▏  | 98/333 [02:06<04:49,  1.23s/it, loss=0.725, pair=0.039, adv=3.899, sprd=0.022]
Ep 028/60 [S2:+mat]:  30%|█▏  | 99/333 [02:06<05:00,  1.28s/it, loss=0.725, pair=0.039, adv=3.899, sprd=0.022]
Ep 028/60 [S2:+mat]:  30%|█▏  | 99/333 [02:07<05:00,  1.28s/it, loss=0.716, pair=0.018, adv=3.830, sprd=0.024]
Ep 028/60 [S2:+mat]:  30%|▉  | 100/333 [02:07<04:36,  1.19s/it, loss=0.716, pair=0.018, adv=3.830, sprd=0.024]
Ep 028/60 [S2:+mat]:  30%|▉  | 100/333 [02:09<04:36,  1.19s/it, loss=0.727, pair=0.006, adv=4.204, sprd=0.025]
Ep 028/60 [S2:+mat]:  30%|▉  | 101/333 [02:09<04:48,  1.24s/it, loss=0.727, pair=0.006, adv=4.204, sprd=0.025]
Ep 028/60 [S2:+mat]:  30%|▉  | 101/333 [02:10<04:48,  1.24s/it, loss=0.736, pair=0.021, adv=3.626, sprd=0.025]
Ep 028/60 [S2:+mat]:  31%|▉  | 102/333 [02:10<04:40,  1.21s/it, loss=0.736, pair=0.021, adv=3.626, sprd=0.025]
Ep 028/60 [S2:+mat]:  31%|▉  | 102/333 [02:11<04:40,  1.21s/it, loss=0.722, pair=0.030, adv=3.653, sprd=0.022]
Ep 028/60 [S2:+mat]:  31%|▉  | 103/333 [02:11<04:38,  1.21s/it, loss=0.722, pair=0.030, adv=3.653, sprd=0.022]
Ep 028/60 [S2:+mat]:  31%|▉  | 103/333 [02:12<04:38,  1.21s/it, loss=0.736, pair=0.004, adv=4.357, sprd=0.027]
Ep 028/60 [S2:+mat]:  31%|▉  | 104/333 [02:12<04:23,  1.15s/it, loss=0.736, pair=0.004, adv=4.357, sprd=0.027]
Ep 028/60 [S2:+mat]:  31%|▉  | 104/333 [02:13<04:23,  1.15s/it, loss=0.730, pair=0.005, adv=4.281, sprd=0.024]
Ep 028/60 [S2:+mat]:  32%|▉  | 105/333 [02:13<04:41,  1.23s/it, loss=0.730, pair=0.005, adv=4.281, sprd=0.024]
Ep 028/60 [S2:+mat]:  32%|▉  | 105/333 [02:14<04:41,  1.23s/it, loss=0.717, pair=0.001, adv=3.660, sprd=0.022]
Ep 028/60 [S2:+mat]:  32%|▉  | 106/333 [02:14<04:15,  1.13s/it, loss=0.717, pair=0.001, adv=3.660, sprd=0.022]
Ep 028/60 [S2:+mat]:  32%|▉  | 106/333 [02:16<04:15,  1.13s/it, loss=0.793, pair=0.003, adv=3.649, sprd=0.019]
Ep 028/60 [S2:+mat]:  32%|▉  | 107/333 [02:16<04:32,  1.20s/it, loss=0.793, pair=0.003, adv=3.649, sprd=0.019]
Ep 028/60 [S2:+mat]:  32%|▉  | 107/333 [02:17<04:32,  1.20s/it, loss=0.722, pair=0.010, adv=3.938, sprd=0.021]
Ep 028/60 [S2:+mat]:  32%|▉  | 108/333 [02:17<04:25,  1.18s/it, loss=0.722, pair=0.010, adv=3.938, sprd=0.021]
Ep 028/60 [S2:+mat]:  32%|▉  | 108/333 [02:18<04:25,  1.18s/it, loss=0.723, pair=0.006, adv=4.197, sprd=0.026]
Ep 028/60 [S2:+mat]:  33%|▉  | 109/333 [02:18<04:32,  1.22s/it, loss=0.723, pair=0.006, adv=4.197, sprd=0.026]
Ep 028/60 [S2:+mat]:  33%|▉  | 109/333 [02:19<04:32,  1.22s/it, loss=0.722, pair=0.004, adv=4.320, sprd=0.022]
Ep 028/60 [S2:+mat]:  33%|▉  | 110/333 [02:19<04:26,  1.20s/it, loss=0.722, pair=0.004, adv=4.320, sprd=0.022]
Ep 028/60 [S2:+mat]:  33%|▉  | 110/333 [02:21<04:26,  1.20s/it, loss=0.697, pair=0.014, adv=3.663, sprd=0.019]
Ep 028/60 [S2:+mat]:  33%|█  | 111/333 [02:21<04:36,  1.25s/it, loss=0.697, pair=0.014, adv=3.663, sprd=0.019]
Ep 028/60 [S2:+mat]:  33%|█  | 111/333 [02:22<04:36,  1.25s/it, loss=0.712, pair=0.013, adv=3.800, sprd=0.021]
Ep 028/60 [S2:+mat]:  34%|█  | 112/333 [02:22<04:27,  1.21s/it, loss=0.712, pair=0.013, adv=3.800, sprd=0.021]
Ep 028/60 [S2:+mat]:  34%|█  | 112/333 [02:23<04:27,  1.21s/it, loss=0.726, pair=0.017, adv=3.612, sprd=0.024]
Ep 028/60 [S2:+mat]:  34%|█  | 113/333 [02:23<04:32,  1.24s/it, loss=0.726, pair=0.017, adv=3.612, sprd=0.024]
Ep 028/60 [S2:+mat]:  34%|█  | 113/333 [02:24<04:32,  1.24s/it, loss=0.741, pair=0.014, adv=4.023, sprd=0.028]
Ep 028/60 [S2:+mat]:  34%|█  | 114/333 [02:24<04:27,  1.22s/it, loss=0.741, pair=0.014, adv=4.023, sprd=0.028]
Ep 028/60 [S2:+mat]:  34%|█  | 114/333 [02:26<04:27,  1.22s/it, loss=0.765, pair=0.009, adv=4.354, sprd=0.021]
Ep 028/60 [S2:+mat]:  35%|█  | 115/333 [02:26<04:40,  1.28s/it, loss=0.765, pair=0.009, adv=4.354, sprd=0.021]
Ep 028/60 [S2:+mat]:  35%|█  | 115/333 [02:27<04:40,  1.28s/it, loss=0.737, pair=0.010, adv=3.948, sprd=0.029]
Ep 028/60 [S2:+mat]:  35%|█  | 116/333 [02:27<04:31,  1.25s/it, loss=0.737, pair=0.010, adv=3.948, sprd=0.029]
Ep 028/60 [S2:+mat]:  35%|█  | 116/333 [02:28<04:31,  1.25s/it, loss=0.746, pair=0.001, adv=4.044, sprd=0.026]
Ep 028/60 [S2:+mat]:  35%|█  | 117/333 [02:28<04:28,  1.24s/it, loss=0.746, pair=0.001, adv=4.044, sprd=0.026]
Ep 028/60 [S2:+mat]:  35%|█  | 117/333 [02:29<04:28,  1.24s/it, loss=0.731, pair=0.006, adv=3.473, sprd=0.025]
Ep 028/60 [S2:+mat]:  35%|█  | 118/333 [02:29<04:23,  1.23s/it, loss=0.731, pair=0.006, adv=3.473, sprd=0.025]
Ep 028/60 [S2:+mat]:  35%|█  | 118/333 [02:31<04:23,  1.23s/it, loss=0.730, pair=0.025, adv=4.162, sprd=0.023]
Ep 028/60 [S2:+mat]:  36%|█  | 119/333 [02:31<04:33,  1.28s/it, loss=0.730, pair=0.025, adv=4.162, sprd=0.023]
Ep 028/60 [S2:+mat]:  36%|█  | 119/333 [02:32<04:33,  1.28s/it, loss=0.742, pair=0.006, adv=4.210, sprd=0.031]
Ep 028/60 [S2:+mat]:  36%|█  | 120/333 [02:32<04:16,  1.21s/it, loss=0.742, pair=0.006, adv=4.210, sprd=0.031]
Ep 028/60 [S2:+mat]:  36%|█  | 120/333 [02:33<04:16,  1.21s/it, loss=0.719, pair=0.024, adv=3.977, sprd=0.021]
Ep 028/60 [S2:+mat]:  36%|█  | 121/333 [02:33<04:29,  1.27s/it, loss=0.719, pair=0.024, adv=3.977, sprd=0.021]
Ep 028/60 [S2:+mat]:  36%|█  | 121/333 [02:34<04:29,  1.27s/it, loss=0.721, pair=0.013, adv=3.884, sprd=0.021]
Ep 028/60 [S2:+mat]:  37%|█  | 122/333 [02:34<04:19,  1.23s/it, loss=0.721, pair=0.013, adv=3.884, sprd=0.021]
Ep 028/60 [S2:+mat]:  37%|█  | 122/333 [02:36<04:19,  1.23s/it, loss=0.723, pair=0.007, adv=4.016, sprd=0.024]
Ep 028/60 [S2:+mat]:  37%|█  | 123/333 [02:36<04:27,  1.27s/it, loss=0.723, pair=0.007, adv=4.016, sprd=0.024]
Ep 028/60 [S2:+mat]:  37%|█  | 123/333 [02:37<04:27,  1.27s/it, loss=0.724, pair=0.006, adv=4.138, sprd=0.025]
Ep 028/60 [S2:+mat]:  37%|█  | 124/333 [02:37<04:18,  1.24s/it, loss=0.724, pair=0.006, adv=4.138, sprd=0.025]
Ep 028/60 [S2:+mat]:  37%|█  | 124/333 [02:38<04:18,  1.24s/it, loss=0.696, pair=0.012, adv=3.724, sprd=0.018]
Ep 028/60 [S2:+mat]:  38%|█▏ | 125/333 [02:38<04:25,  1.28s/it, loss=0.696, pair=0.012, adv=3.724, sprd=0.018]
Ep 028/60 [S2:+mat]:  38%|█▏ | 125/333 [02:39<04:25,  1.28s/it, loss=0.758, pair=0.004, adv=3.793, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 126/333 [02:39<04:18,  1.25s/it, loss=0.758, pair=0.004, adv=3.793, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 126/333 [02:41<04:18,  1.25s/it, loss=0.732, pair=0.001, adv=3.984, sprd=0.025]
Ep 028/60 [S2:+mat]:  38%|█▏ | 127/333 [02:41<04:20,  1.26s/it, loss=0.732, pair=0.001, adv=3.984, sprd=0.025]
Ep 028/60 [S2:+mat]:  38%|█▏ | 127/333 [02:42<04:20,  1.26s/it, loss=0.738, pair=0.004, adv=3.793, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 128/333 [02:42<04:13,  1.24s/it, loss=0.738, pair=0.004, adv=3.793, sprd=0.028]
Ep 028/60 [S2:+mat]:  38%|█▏ | 128/333 [02:43<04:13,  1.24s/it, loss=0.699, pair=0.007, adv=3.909, sprd=0.020]
Ep 028/60 [S2:+mat]:  39%|█▏ | 129/333 [02:43<04:08,  1.22s/it, loss=0.699, pair=0.007, adv=3.909, sprd=0.020]
Ep 028/60 [S2:+mat]:  39%|█▏ | 129/333 [02:44<04:08,  1.22s/it, loss=0.745, pair=0.005, adv=4.100, sprd=0.031]
Ep 028/60 [S2:+mat]:  39%|█▏ | 130/333 [02:44<04:07,  1.22s/it, loss=0.745, pair=0.005, adv=4.100, sprd=0.031]
Ep 028/60 [S2:+mat]:  39%|█▏ | 130/333 [02:46<04:07,  1.22s/it, loss=0.734, pair=0.005, adv=4.118, sprd=0.028]
Ep 028/60 [S2:+mat]:  39%|█▏ | 131/333 [02:46<04:18,  1.28s/it, loss=0.734, pair=0.005, adv=4.118, sprd=0.028]
Ep 028/60 [S2:+mat]:  39%|█▏ | 131/333 [02:47<04:18,  1.28s/it, loss=0.721, pair=0.000, adv=3.819, sprd=0.023]
Ep 028/60 [S2:+mat]:  40%|█▏ | 132/333 [02:47<04:08,  1.24s/it, loss=0.721, pair=0.000, adv=3.819, sprd=0.023]
Ep 028/60 [S2:+mat]:  40%|█▏ | 132/333 [02:48<04:08,  1.24s/it, loss=0.715, pair=0.004, adv=3.840, sprd=0.021]
Ep 028/60 [S2:+mat]:  40%|█▏ | 133/333 [02:48<04:08,  1.24s/it, loss=0.715, pair=0.004, adv=3.840, sprd=0.021]
Ep 028/60 [S2:+mat]:  40%|█▏ | 133/333 [02:49<04:08,  1.24s/it, loss=0.731, pair=0.018, adv=4.082, sprd=0.025]
Ep 028/60 [S2:+mat]:  40%|█▏ | 134/333 [02:49<03:55,  1.18s/it, loss=0.731, pair=0.018, adv=4.082, sprd=0.025]
Ep 028/60 [S2:+mat]:  40%|█▏ | 134/333 [02:50<03:55,  1.18s/it, loss=0.715, pair=0.016, adv=4.042, sprd=0.019]
Ep 028/60 [S2:+mat]:  41%|█▏ | 135/333 [02:50<04:05,  1.24s/it, loss=0.715, pair=0.016, adv=4.042, sprd=0.019]
Ep 028/60 [S2:+mat]:  41%|█▏ | 135/333 [02:52<04:05,  1.24s/it, loss=0.721, pair=0.000, adv=3.883, sprd=0.021]
Ep 028/60 [S2:+mat]:  41%|█▏ | 136/333 [02:52<03:59,  1.21s/it, loss=0.721, pair=0.000, adv=3.883, sprd=0.021]
Ep 028/60 [S2:+mat]:  41%|█▏ | 136/333 [02:53<03:59,  1.21s/it, loss=0.742, pair=0.004, adv=3.991, sprd=0.029]
Ep 028/60 [S2:+mat]:  41%|█▏ | 137/333 [02:53<03:46,  1.16s/it, loss=0.742, pair=0.004, adv=3.991, sprd=0.029]
Ep 028/60 [S2:+mat]:  41%|█▏ | 137/333 [02:54<03:46,  1.16s/it, loss=0.709, pair=0.004, adv=4.032, sprd=0.022]
Ep 028/60 [S2:+mat]:  41%|█▏ | 138/333 [02:54<03:43,  1.15s/it, loss=0.709, pair=0.004, adv=4.032, sprd=0.022]
Ep 028/60 [S2:+mat]:  41%|█▏ | 138/333 [02:55<03:43,  1.15s/it, loss=0.697, pair=0.000, adv=3.458, sprd=0.017]
Ep 028/60 [S2:+mat]:  42%|█▎ | 139/333 [02:55<03:59,  1.23s/it, loss=0.697, pair=0.000, adv=3.458, sprd=0.017]
Ep 028/60 [S2:+mat]:  42%|█▎ | 139/333 [02:56<03:59,  1.23s/it, loss=0.698, pair=0.003, adv=3.434, sprd=0.020]
Ep 028/60 [S2:+mat]:  42%|█▎ | 140/333 [02:56<03:44,  1.16s/it, loss=0.698, pair=0.003, adv=3.434, sprd=0.020]
Ep 028/60 [S2:+mat]:  42%|█▎ | 140/333 [02:58<03:44,  1.16s/it, loss=0.701, pair=0.005, adv=4.308, sprd=0.022]
Ep 028/60 [S2:+mat]:  42%|█▎ | 141/333 [02:58<03:53,  1.22s/it, loss=0.701, pair=0.005, adv=4.308, sprd=0.022]
Ep 028/60 [S2:+mat]:  42%|█▎ | 141/333 [02:59<03:53,  1.22s/it, loss=0.714, pair=0.001, adv=3.420, sprd=0.022]
Ep 028/60 [S2:+mat]:  43%|█▎ | 142/333 [02:59<03:48,  1.19s/it, loss=0.714, pair=0.001, adv=3.420, sprd=0.022]
Ep 028/60 [S2:+mat]:  43%|█▎ | 142/333 [03:00<03:48,  1.19s/it, loss=1.330, pair=2.020, adv=4.531, sprd=0.026]
Ep 028/60 [S2:+mat]:  43%|█▎ | 143/333 [03:00<03:59,  1.26s/it, loss=1.330, pair=2.020, adv=4.531, sprd=0.026]
Ep 028/60 [S2:+mat]:  43%|█▎ | 143/333 [03:01<03:59,  1.26s/it, loss=0.719, pair=0.006, adv=3.621, sprd=0.021]
Ep 028/60 [S2:+mat]:  43%|█▎ | 144/333 [03:01<03:52,  1.23s/it, loss=0.719, pair=0.006, adv=3.621, sprd=0.021]
Ep 028/60 [S2:+mat]:  43%|█▎ | 144/333 [03:03<03:52,  1.23s/it, loss=0.709, pair=0.007, adv=3.181, sprd=0.025]
Ep 028/60 [S2:+mat]:  44%|█▎ | 145/333 [03:03<03:58,  1.27s/it, loss=0.709, pair=0.007, adv=3.181, sprd=0.025]
Ep 028/60 [S2:+mat]:  44%|█▎ | 145/333 [03:04<03:58,  1.27s/it, loss=0.709, pair=0.009, adv=4.203, sprd=0.020]
Ep 028/60 [S2:+mat]:  44%|█▎ | 146/333 [03:04<03:43,  1.19s/it, loss=0.709, pair=0.009, adv=4.203, sprd=0.020]
Ep 028/60 [S2:+mat]:  44%|█▎ | 146/333 [03:05<03:43,  1.19s/it, loss=0.725, pair=0.005, adv=3.834, sprd=0.022]
Ep 028/60 [S2:+mat]:  44%|█▎ | 147/333 [03:05<03:57,  1.28s/it, loss=0.725, pair=0.005, adv=3.834, sprd=0.022]
Ep 028/60 [S2:+mat]:  44%|█▎ | 147/333 [03:06<03:57,  1.28s/it, loss=0.727, pair=0.009, adv=3.798, sprd=0.025]
Ep 028/60 [S2:+mat]:  44%|█▎ | 148/333 [03:06<03:49,  1.24s/it, loss=0.727, pair=0.009, adv=3.798, sprd=0.025]
Ep 028/60 [S2:+mat]:  44%|█▎ | 148/333 [03:07<03:49,  1.24s/it, loss=0.733, pair=0.011, adv=3.805, sprd=0.025]
Ep 028/60 [S2:+mat]:  45%|█▎ | 149/333 [03:07<03:46,  1.23s/it, loss=0.733, pair=0.011, adv=3.805, sprd=0.025]
Ep 028/60 [S2:+mat]:  45%|█▎ | 149/333 [03:09<03:46,  1.23s/it, loss=0.750, pair=0.003, adv=3.537, sprd=0.030]
Ep 028/60 [S2:+mat]:  45%|█▎ | 150/333 [03:09<03:36,  1.18s/it, loss=0.750, pair=0.003, adv=3.537, sprd=0.030]
Ep 028/60 [S2:+mat]:  45%|█▎ | 150/333 [03:10<03:36,  1.18s/it, loss=0.722, pair=0.015, adv=4.032, sprd=0.023]
Ep 028/60 [S2:+mat]:  45%|█▎ | 151/333 [03:10<03:54,  1.29s/it, loss=0.722, pair=0.015, adv=4.032, sprd=0.023]
Ep 028/60 [S2:+mat]:  45%|█▎ | 151/333 [03:11<03:54,  1.29s/it, loss=0.698, pair=0.015, adv=3.469, sprd=0.017]
Ep 028/60 [S2:+mat]:  46%|█▎ | 152/333 [03:11<03:41,  1.22s/it, loss=0.698, pair=0.015, adv=3.469, sprd=0.017]
Ep 028/60 [S2:+mat]:  46%|█▎ | 152/333 [03:12<03:41,  1.22s/it, loss=0.703, pair=0.002, adv=3.865, sprd=0.020]
Ep 028/60 [S2:+mat]:  46%|█▍ | 153/333 [03:12<03:37,  1.21s/it, loss=0.703, pair=0.002, adv=3.865, sprd=0.020]
Ep 028/60 [S2:+mat]:  46%|█▍ | 153/333 [03:13<03:37,  1.21s/it, loss=0.722, pair=0.001, adv=3.948, sprd=0.023]
Ep 028/60 [S2:+mat]:  46%|█▍ | 154/333 [03:13<03:32,  1.19s/it, loss=0.722, pair=0.001, adv=3.948, sprd=0.023]
Ep 028/60 [S2:+mat]:  46%|█▍ | 154/333 [03:15<03:32,  1.19s/it, loss=0.757, pair=0.002, adv=4.070, sprd=0.016]
Ep 028/60 [S2:+mat]:  47%|█▍ | 155/333 [03:15<03:30,  1.18s/it, loss=0.757, pair=0.002, adv=4.070, sprd=0.016]
Ep 028/60 [S2:+mat]:  47%|█▍ | 155/333 [03:16<03:30,  1.18s/it, loss=0.706, pair=0.005, adv=3.623, sprd=0.019]
Ep 028/60 [S2:+mat]:  47%|█▍ | 156/333 [03:16<03:25,  1.16s/it, loss=0.706, pair=0.005, adv=3.623, sprd=0.019]
Ep 028/60 [S2:+mat]:  47%|█▍ | 156/333 [03:17<03:25,  1.16s/it, loss=0.739, pair=0.009, adv=3.556, sprd=0.028]
Ep 028/60 [S2:+mat]:  47%|█▍ | 157/333 [03:17<03:30,  1.20s/it, loss=0.739, pair=0.009, adv=3.556, sprd=0.028]
Ep 028/60 [S2:+mat]:  47%|█▍ | 157/333 [03:18<03:30,  1.20s/it, loss=0.723, pair=0.004, adv=3.814, sprd=0.025]
Ep 028/60 [S2:+mat]:  47%|█▍ | 158/333 [03:18<03:27,  1.18s/it, loss=0.723, pair=0.004, adv=3.814, sprd=0.025]
Ep 028/60 [S2:+mat]:  47%|█▍ | 158/333 [03:20<03:27,  1.18s/it, loss=0.798, pair=0.005, adv=3.675, sprd=0.021]
Ep 028/60 [S2:+mat]:  48%|█▍ | 159/333 [03:20<03:38,  1.26s/it, loss=0.798, pair=0.005, adv=3.675, sprd=0.021]
Ep 028/60 [S2:+mat]:  48%|█▍ | 159/333 [03:21<03:38,  1.26s/it, loss=1.331, pair=2.123, adv=3.485, sprd=0.018]
Ep 028/60 [S2:+mat]:  48%|█▍ | 160/333 [03:21<03:30,  1.21s/it, loss=1.331, pair=2.123, adv=3.485, sprd=0.018]
Ep 028/60 [S2:+mat]:  48%|█▍ | 160/333 [03:22<03:30,  1.21s/it, loss=0.748, pair=0.013, adv=4.277, sprd=0.030]
Ep 028/60 [S2:+mat]:  48%|█▍ | 161/333 [03:22<03:39,  1.27s/it, loss=0.748, pair=0.013, adv=4.277, sprd=0.030]
Ep 028/60 [S2:+mat]:  48%|█▍ | 161/333 [03:23<03:39,  1.27s/it, loss=1.243, pair=1.793, adv=3.864, sprd=0.022]
Ep 028/60 [S2:+mat]:  49%|█▍ | 162/333 [03:23<03:29,  1.23s/it, loss=1.243, pair=1.793, adv=3.864, sprd=0.022]
Ep 028/60 [S2:+mat]:  49%|█▍ | 162/333 [03:25<03:29,  1.23s/it, loss=0.721, pair=0.014, adv=3.639, sprd=0.022]
Ep 028/60 [S2:+mat]:  49%|█▍ | 163/333 [03:25<03:35,  1.27s/it, loss=0.721, pair=0.014, adv=3.639, sprd=0.022]
Ep 028/60 [S2:+mat]:  49%|█▍ | 163/333 [03:26<03:35,  1.27s/it, loss=0.735, pair=0.009, adv=3.663, sprd=0.028]
Ep 028/60 [S2:+mat]:  49%|█▍ | 164/333 [03:26<03:28,  1.24s/it, loss=0.735, pair=0.009, adv=3.663, sprd=0.028]
Ep 028/60 [S2:+mat]:  49%|█▍ | 164/333 [03:27<03:28,  1.24s/it, loss=0.804, pair=0.007, adv=3.806, sprd=0.024]
Ep 028/60 [S2:+mat]:  50%|█▍ | 165/333 [03:27<03:34,  1.28s/it, loss=0.804, pair=0.007, adv=3.806, sprd=0.024]
Ep 028/60 [S2:+mat]:  50%|█▍ | 165/333 [03:28<03:34,  1.28s/it, loss=0.982, pair=0.877, adv=3.593, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▍ | 166/333 [03:28<03:29,  1.25s/it, loss=0.982, pair=0.877, adv=3.593, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▍ | 166/333 [03:30<03:29,  1.25s/it, loss=0.703, pair=0.013, adv=3.432, sprd=0.018]
Ep 028/60 [S2:+mat]:  50%|█▌ | 167/333 [03:30<03:32,  1.28s/it, loss=0.703, pair=0.013, adv=3.432, sprd=0.018]
Ep 028/60 [S2:+mat]:  50%|█▌ | 167/333 [03:31<03:32,  1.28s/it, loss=0.735, pair=0.008, adv=3.661, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▌ | 168/333 [03:31<03:13,  1.17s/it, loss=0.735, pair=0.008, adv=3.661, sprd=0.025]
Ep 028/60 [S2:+mat]:  50%|█▌ | 168/333 [03:32<03:13,  1.17s/it, loss=0.730, pair=0.008, adv=3.406, sprd=0.023]
Ep 028/60 [S2:+mat]:  51%|█▌ | 169/333 [03:32<03:25,  1.25s/it, loss=0.730, pair=0.008, adv=3.406, sprd=0.023]
Ep 028/60 [S2:+mat]:  51%|█▌ | 169/333 [03:33<03:25,  1.25s/it, loss=0.722, pair=0.027, adv=3.962, sprd=0.021]
Ep 028/60 [S2:+mat]:  51%|█▌ | 170/333 [03:33<03:08,  1.16s/it, loss=0.722, pair=0.027, adv=3.962, sprd=0.021]
Ep 028/60 [S2:+mat]:  51%|█▌ | 170/333 [03:34<03:08,  1.16s/it, loss=0.747, pair=0.004, adv=3.599, sprd=0.029]
Ep 028/60 [S2:+mat]:  51%|█▌ | 171/333 [03:34<03:20,  1.24s/it, loss=0.747, pair=0.004, adv=3.599, sprd=0.029]
Ep 028/60 [S2:+mat]:  51%|█▌ | 171/333 [03:36<03:20,  1.24s/it, loss=0.715, pair=0.009, adv=3.533, sprd=0.022]
Ep 028/60 [S2:+mat]:  52%|█▌ | 172/333 [03:36<03:13,  1.20s/it, loss=0.715, pair=0.009, adv=3.533, sprd=0.022]
Ep 028/60 [S2:+mat]:  52%|█▌ | 172/333 [03:37<03:13,  1.20s/it, loss=0.727, pair=0.003, adv=3.892, sprd=0.024]
Ep 028/60 [S2:+mat]:  52%|█▌ | 173/333 [03:37<03:20,  1.25s/it, loss=0.727, pair=0.003, adv=3.892, sprd=0.024]
Ep 028/60 [S2:+mat]:  52%|█▌ | 173/333 [03:38<03:20,  1.25s/it, loss=0.722, pair=0.006, adv=3.533, sprd=0.024]
Ep 028/60 [S2:+mat]:  52%|█▌ | 174/333 [03:38<03:13,  1.22s/it, loss=0.722, pair=0.006, adv=3.533, sprd=0.024]
Ep 028/60 [S2:+mat]:  52%|█▌ | 174/333 [03:39<03:13,  1.22s/it, loss=0.729, pair=0.004, adv=3.439, sprd=0.023]
Ep 028/60 [S2:+mat]:  53%|█▌ | 175/333 [03:39<03:23,  1.29s/it, loss=0.729, pair=0.004, adv=3.439, sprd=0.023]
Ep 028/60 [S2:+mat]:  53%|█▌ | 175/333 [03:41<03:23,  1.29s/it, loss=0.739, pair=0.011, adv=3.669, sprd=0.027]
Ep 028/60 [S2:+mat]:  53%|█▌ | 176/333 [03:41<03:17,  1.26s/it, loss=0.739, pair=0.011, adv=3.669, sprd=0.027]
Ep 028/60 [S2:+mat]:  53%|█▌ | 176/333 [03:42<03:17,  1.26s/it, loss=0.726, pair=0.025, adv=3.627, sprd=0.022]
Ep 028/60 [S2:+mat]:  53%|█▌ | 177/333 [03:42<03:15,  1.25s/it, loss=0.726, pair=0.025, adv=3.627, sprd=0.022]
Ep 028/60 [S2:+mat]:  53%|█▌ | 177/333 [03:43<03:15,  1.25s/it, loss=0.673, pair=0.026, adv=2.829, sprd=0.019]
Ep 028/60 [S2:+mat]:  53%|█▌ | 178/333 [03:43<03:09,  1.22s/it, loss=0.673, pair=0.026, adv=2.829, sprd=0.019]
Ep 028/60 [S2:+mat]:  53%|█▌ | 178/333 [03:45<03:09,  1.22s/it, loss=0.727, pair=0.003, adv=3.620, sprd=0.025]
Ep 028/60 [S2:+mat]:  54%|█▌ | 179/333 [03:45<03:17,  1.28s/it, loss=0.727, pair=0.003, adv=3.620, sprd=0.025]
Ep 028/60 [S2:+mat]:  54%|█▌ | 179/333 [03:46<03:17,  1.28s/it, loss=0.715, pair=0.008, adv=4.109, sprd=0.022]
Ep 028/60 [S2:+mat]:  54%|█▌ | 180/333 [03:46<03:09,  1.24s/it, loss=0.715, pair=0.008, adv=4.109, sprd=0.022]
Ep 028/60 [S2:+mat]:  54%|█▌ | 180/333 [03:47<03:09,  1.24s/it, loss=0.734, pair=0.013, adv=3.385, sprd=0.023]
Ep 028/60 [S2:+mat]:  54%|█▋ | 181/333 [03:47<03:10,  1.25s/it, loss=0.734, pair=0.013, adv=3.385, sprd=0.023]
Ep 028/60 [S2:+mat]:  54%|█▋ | 181/333 [03:48<03:10,  1.25s/it, loss=0.706, pair=0.004, adv=3.536, sprd=0.020]
Ep 028/60 [S2:+mat]:  55%|█▋ | 182/333 [03:48<03:00,  1.20s/it, loss=0.706, pair=0.004, adv=3.536, sprd=0.020]
Ep 028/60 [S2:+mat]:  55%|█▋ | 182/333 [03:49<03:00,  1.20s/it, loss=0.808, pair=0.002, adv=3.761, sprd=0.026]
Ep 028/60 [S2:+mat]:  55%|█▋ | 183/333 [03:49<03:08,  1.25s/it, loss=0.808, pair=0.002, adv=3.761, sprd=0.026]
Ep 028/60 [S2:+mat]:  55%|█▋ | 183/333 [03:51<03:08,  1.25s/it, loss=0.722, pair=0.003, adv=3.400, sprd=0.025]
Ep 028/60 [S2:+mat]:  55%|█▋ | 184/333 [03:51<03:01,  1.22s/it, loss=0.722, pair=0.003, adv=3.400, sprd=0.025]
Ep 028/60 [S2:+mat]:  55%|█▋ | 184/333 [03:52<03:01,  1.22s/it, loss=0.776, pair=0.001, adv=3.423, sprd=0.016]
Ep 028/60 [S2:+mat]:  56%|█▋ | 185/333 [03:52<02:58,  1.21s/it, loss=0.776, pair=0.001, adv=3.423, sprd=0.016]
Ep 028/60 [S2:+mat]:  56%|█▋ | 185/333 [03:53<02:58,  1.21s/it, loss=0.715, pair=0.027, adv=4.109, sprd=0.023]
Ep 028/60 [S2:+mat]:  56%|█▋ | 186/333 [03:53<02:56,  1.20s/it, loss=0.715, pair=0.027, adv=4.109, sprd=0.023]
Ep 028/60 [S2:+mat]:  56%|█▋ | 186/333 [03:54<02:56,  1.20s/it, loss=0.704, pair=0.010, adv=3.541, sprd=0.019]
Ep 028/60 [S2:+mat]:  56%|█▋ | 187/333 [03:54<02:51,  1.18s/it, loss=0.704, pair=0.010, adv=3.541, sprd=0.019]
Ep 028/60 [S2:+mat]:  56%|█▋ | 187/333 [03:55<02:51,  1.18s/it, loss=0.748, pair=0.010, adv=3.261, sprd=0.030]
Ep 028/60 [S2:+mat]:  56%|█▋ | 188/333 [03:55<02:54,  1.20s/it, loss=0.748, pair=0.010, adv=3.261, sprd=0.030]
Ep 028/60 [S2:+mat]:  56%|█▋ | 188/333 [03:57<02:54,  1.20s/it, loss=0.703, pair=0.022, adv=3.499, sprd=0.017]
Ep 028/60 [S2:+mat]:  57%|█▋ | 189/333 [03:57<03:00,  1.26s/it, loss=0.703, pair=0.022, adv=3.499, sprd=0.017]
Ep 028/60 [S2:+mat]:  57%|█▋ | 189/333 [03:58<03:00,  1.26s/it, loss=0.699, pair=0.004, adv=3.560, sprd=0.020]
Ep 028/60 [S2:+mat]:  57%|█▋ | 190/333 [03:58<02:52,  1.21s/it, loss=0.699, pair=0.004, adv=3.560, sprd=0.020]
Ep 028/60 [S2:+mat]:  57%|█▋ | 190/333 [03:59<02:52,  1.21s/it, loss=0.708, pair=0.016, adv=3.998, sprd=0.020]
Ep 028/60 [S2:+mat]:  57%|█▋ | 191/333 [03:59<02:58,  1.26s/it, loss=0.708, pair=0.016, adv=3.998, sprd=0.020]
Ep 028/60 [S2:+mat]:  57%|█▋ | 191/333 [04:00<02:58,  1.26s/it, loss=0.719, pair=0.007, adv=3.876, sprd=0.022]
Ep 028/60 [S2:+mat]:  58%|█▋ | 192/333 [04:00<02:50,  1.21s/it, loss=0.719, pair=0.007, adv=3.876, sprd=0.022]
Ep 028/60 [S2:+mat]:  58%|█▋ | 192/333 [04:02<02:50,  1.21s/it, loss=0.737, pair=0.025, adv=4.226, sprd=0.023]
Ep 028/60 [S2:+mat]:  58%|█▋ | 193/333 [04:02<02:59,  1.28s/it, loss=0.737, pair=0.025, adv=4.226, sprd=0.023]
Ep 028/60 [S2:+mat]:  58%|█▋ | 193/333 [04:03<02:59,  1.28s/it, loss=0.738, pair=0.012, adv=4.124, sprd=0.027]
Ep 028/60 [S2:+mat]:  58%|█▋ | 194/333 [04:03<02:42,  1.17s/it, loss=0.738, pair=0.012, adv=4.124, sprd=0.027]
Ep 028/60 [S2:+mat]:  58%|█▋ | 194/333 [04:04<02:42,  1.17s/it, loss=0.708, pair=0.008, adv=3.429, sprd=0.021]
Ep 028/60 [S2:+mat]:  59%|█▊ | 195/333 [04:04<02:49,  1.23s/it, loss=0.708, pair=0.008, adv=3.429, sprd=0.021]
Ep 028/60 [S2:+mat]:  59%|█▊ | 195/333 [04:05<02:49,  1.23s/it, loss=0.724, pair=0.017, adv=3.339, sprd=0.023]
Ep 028/60 [S2:+mat]:  59%|█▊ | 196/333 [04:05<02:45,  1.21s/it, loss=0.724, pair=0.017, adv=3.339, sprd=0.023]
Ep 028/60 [S2:+mat]:  59%|█▊ | 196/333 [04:06<02:45,  1.21s/it, loss=0.710, pair=0.007, adv=3.577, sprd=0.017]
Ep 028/60 [S2:+mat]:  59%|█▊ | 197/333 [04:06<02:52,  1.27s/it, loss=0.710, pair=0.007, adv=3.577, sprd=0.017]
Ep 028/60 [S2:+mat]:  59%|█▊ | 197/333 [04:08<02:52,  1.27s/it, loss=0.771, pair=0.034, adv=3.610, sprd=0.034]
Ep 028/60 [S2:+mat]:  59%|█▊ | 198/333 [04:08<02:44,  1.22s/it, loss=0.771, pair=0.034, adv=3.610, sprd=0.034]
Ep 028/60 [S2:+mat]:  59%|█▊ | 198/333 [04:09<02:44,  1.22s/it, loss=0.746, pair=0.010, adv=3.518, sprd=0.028]
Ep 028/60 [S2:+mat]:  60%|█▊ | 199/333 [04:09<02:55,  1.31s/it, loss=0.746, pair=0.010, adv=3.518, sprd=0.028]
Ep 028/60 [S2:+mat]:  60%|█▊ | 199/333 [04:10<02:55,  1.31s/it, loss=0.736, pair=0.006, adv=4.406, sprd=0.027]
Ep 028/60 [S2:+mat]:  60%|█▊ | 200/333 [04:10<02:48,  1.27s/it, loss=0.736, pair=0.006, adv=4.406, sprd=0.027]
Ep 028/60 [S2:+mat]:  60%|█▊ | 200/333 [04:12<02:48,  1.27s/it, loss=0.695, pair=0.012, adv=3.760, sprd=0.017]
Ep 028/60 [S2:+mat]:  60%|█▊ | 201/333 [04:12<02:46,  1.26s/it, loss=0.695, pair=0.012, adv=3.760, sprd=0.017]
Ep 028/60 [S2:+mat]:  60%|█▊ | 201/333 [04:13<02:46,  1.26s/it, loss=0.758, pair=0.043, adv=3.858, sprd=0.031]
Ep 028/60 [S2:+mat]:  61%|█▊ | 202/333 [04:13<02:42,  1.24s/it, loss=0.758, pair=0.043, adv=3.858, sprd=0.031]
Ep 028/60 [S2:+mat]:  61%|█▊ | 202/333 [04:14<02:42,  1.24s/it, loss=0.697, pair=0.009, adv=3.766, sprd=0.020]
Ep 028/60 [S2:+mat]:  61%|█▊ | 203/333 [04:14<02:47,  1.28s/it, loss=0.697, pair=0.009, adv=3.766, sprd=0.020]
Ep 028/60 [S2:+mat]:  61%|█▊ | 203/333 [04:15<02:47,  1.28s/it, loss=0.721, pair=0.014, adv=4.083, sprd=0.025]
Ep 028/60 [S2:+mat]:  61%|█▊ | 204/333 [04:15<02:40,  1.25s/it, loss=0.721, pair=0.014, adv=4.083, sprd=0.025]
Ep 028/60 [S2:+mat]:  61%|█▊ | 204/333 [04:17<02:40,  1.25s/it, loss=0.714, pair=0.013, adv=3.461, sprd=0.021]
Ep 028/60 [S2:+mat]:  62%|█▊ | 205/333 [04:17<02:45,  1.29s/it, loss=0.714, pair=0.013, adv=3.461, sprd=0.021]
Ep 028/60 [S2:+mat]:  62%|█▊ | 205/333 [04:18<02:45,  1.29s/it, loss=0.714, pair=0.019, adv=3.565, sprd=0.020]
Ep 028/60 [S2:+mat]:  62%|█▊ | 206/333 [04:18<02:38,  1.25s/it, loss=0.714, pair=0.019, adv=3.565, sprd=0.020]
Ep 028/60 [S2:+mat]:  62%|█▊ | 206/333 [04:19<02:38,  1.25s/it, loss=0.721, pair=0.005, adv=3.576, sprd=0.023]
Ep 028/60 [S2:+mat]:  62%|█▊ | 207/333 [04:19<02:40,  1.27s/it, loss=0.721, pair=0.005, adv=3.576, sprd=0.023]
Ep 028/60 [S2:+mat]:  62%|█▊ | 207/333 [04:20<02:40,  1.27s/it, loss=0.700, pair=0.000, adv=4.068, sprd=0.017]
Ep 028/60 [S2:+mat]:  62%|█▊ | 208/333 [04:20<02:32,  1.22s/it, loss=0.700, pair=0.000, adv=4.068, sprd=0.017]
Ep 028/60 [S2:+mat]:  62%|█▊ | 208/333 [04:22<02:32,  1.22s/it, loss=0.719, pair=0.009, adv=4.033, sprd=0.025]
Ep 028/60 [S2:+mat]:  63%|█▉ | 209/333 [04:22<02:36,  1.27s/it, loss=0.719, pair=0.009, adv=4.033, sprd=0.025]
Ep 028/60 [S2:+mat]:  63%|█▉ | 209/333 [04:23<02:36,  1.27s/it, loss=0.730, pair=0.024, adv=4.146, sprd=0.024]
Ep 028/60 [S2:+mat]:  63%|█▉ | 210/333 [04:23<02:30,  1.22s/it, loss=0.730, pair=0.024, adv=4.146, sprd=0.024]
Ep 028/60 [S2:+mat]:  63%|█▉ | 210/333 [04:24<02:30,  1.22s/it, loss=0.819, pair=0.018, adv=3.781, sprd=0.025]
Ep 028/60 [S2:+mat]:  63%|█▉ | 211/333 [04:24<02:36,  1.29s/it, loss=0.819, pair=0.018, adv=3.781, sprd=0.025]
Ep 028/60 [S2:+mat]:  63%|█▉ | 211/333 [04:25<02:36,  1.29s/it, loss=0.737, pair=0.039, adv=4.062, sprd=0.023]
Ep 028/60 [S2:+mat]:  64%|█▉ | 212/333 [04:25<02:30,  1.25s/it, loss=0.737, pair=0.039, adv=4.062, sprd=0.023]
Ep 028/60 [S2:+mat]:  64%|█▉ | 212/333 [04:27<02:30,  1.25s/it, loss=0.812, pair=0.004, adv=4.340, sprd=0.026]
Ep 028/60 [S2:+mat]:  64%|█▉ | 213/333 [04:27<02:34,  1.28s/it, loss=0.812, pair=0.004, adv=4.340, sprd=0.026]
Ep 028/60 [S2:+mat]:  64%|█▉ | 213/333 [04:28<02:34,  1.28s/it, loss=0.756, pair=0.011, adv=4.462, sprd=0.030]
Ep 028/60 [S2:+mat]:  64%|█▉ | 214/333 [04:28<02:21,  1.19s/it, loss=0.756, pair=0.011, adv=4.462, sprd=0.030]
Ep 028/60 [S2:+mat]:  64%|█▉ | 214/333 [04:29<02:21,  1.19s/it, loss=0.728, pair=0.001, adv=4.038, sprd=0.023]
Ep 028/60 [S2:+mat]:  65%|█▉ | 215/333 [04:29<02:28,  1.26s/it, loss=0.728, pair=0.001, adv=4.038, sprd=0.023]
Ep 028/60 [S2:+mat]:  65%|█▉ | 215/333 [04:30<02:28,  1.26s/it, loss=0.717, pair=0.004, adv=3.492, sprd=0.023]
Ep 028/60 [S2:+mat]:  65%|█▉ | 216/333 [04:30<02:16,  1.17s/it, loss=0.717, pair=0.004, adv=3.492, sprd=0.023]
Ep 028/60 [S2:+mat]:  65%|█▉ | 216/333 [04:31<02:16,  1.17s/it, loss=0.713, pair=0.015, adv=3.925, sprd=0.018]
Ep 028/60 [S2:+mat]:  65%|█▉ | 217/333 [04:31<02:22,  1.23s/it, loss=0.713, pair=0.015, adv=3.925, sprd=0.018]
Ep 028/60 [S2:+mat]:  65%|█▉ | 217/333 [04:33<02:22,  1.23s/it, loss=0.736, pair=0.003, adv=4.354, sprd=0.028]
Ep 028/60 [S2:+mat]:  65%|█▉ | 218/333 [04:33<02:19,  1.21s/it, loss=0.736, pair=0.003, adv=4.354, sprd=0.028]
Ep 028/60 [S2:+mat]:  65%|█▉ | 218/333 [04:34<02:19,  1.21s/it, loss=0.703, pair=0.003, adv=4.004, sprd=0.020]
Ep 028/60 [S2:+mat]:  66%|█▉ | 219/333 [04:34<02:19,  1.22s/it, loss=0.703, pair=0.003, adv=4.004, sprd=0.020]
Ep 028/60 [S2:+mat]:  66%|█▉ | 219/333 [04:35<02:19,  1.22s/it, loss=0.728, pair=0.012, adv=3.822, sprd=0.024]
Ep 028/60 [S2:+mat]:  66%|█▉ | 220/333 [04:35<02:09,  1.15s/it, loss=0.728, pair=0.012, adv=3.822, sprd=0.024]
Ep 028/60 [S2:+mat]:  66%|█▉ | 220/333 [04:36<02:09,  1.15s/it, loss=0.741, pair=0.015, adv=4.158, sprd=0.028]
Ep 028/60 [S2:+mat]:  66%|█▉ | 221/333 [04:36<02:17,  1.23s/it, loss=0.741, pair=0.015, adv=4.158, sprd=0.028]
Ep 028/60 [S2:+mat]:  66%|█▉ | 221/333 [04:37<02:17,  1.23s/it, loss=0.699, pair=0.000, adv=3.512, sprd=0.017]
Ep 028/60 [S2:+mat]:  67%|██ | 222/333 [04:37<02:12,  1.20s/it, loss=0.699, pair=0.000, adv=3.512, sprd=0.017]
Ep 028/60 [S2:+mat]:  67%|██ | 222/333 [04:38<02:12,  1.20s/it, loss=0.733, pair=0.001, adv=3.678, sprd=0.026]
Ep 028/60 [S2:+mat]:  67%|██ | 223/333 [04:38<02:09,  1.18s/it, loss=0.733, pair=0.001, adv=3.678, sprd=0.026]
Ep 028/60 [S2:+mat]:  67%|██ | 223/333 [04:40<02:09,  1.18s/it, loss=0.705, pair=0.005, adv=4.293, sprd=0.020]
Ep 028/60 [S2:+mat]:  67%|██ | 224/333 [04:40<02:06,  1.16s/it, loss=0.705, pair=0.005, adv=4.293, sprd=0.020]
Ep 028/60 [S2:+mat]:  67%|██ | 224/333 [04:41<02:06,  1.16s/it, loss=0.709, pair=0.001, adv=3.768, sprd=0.021]
Ep 028/60 [S2:+mat]:  68%|██ | 225/333 [04:41<02:12,  1.22s/it, loss=0.709, pair=0.001, adv=3.768, sprd=0.021]
Ep 028/60 [S2:+mat]:  68%|██ | 225/333 [04:42<02:12,  1.22s/it, loss=0.737, pair=0.017, adv=3.657, sprd=0.028]
Ep 028/60 [S2:+mat]:  68%|██ | 226/333 [04:42<02:09,  1.21s/it, loss=0.737, pair=0.017, adv=3.657, sprd=0.028]
Ep 028/60 [S2:+mat]:  68%|██ | 226/333 [04:44<02:09,  1.21s/it, loss=0.723, pair=0.009, adv=3.587, sprd=0.023]
Ep 028/60 [S2:+mat]:  68%|██ | 227/333 [04:44<02:13,  1.26s/it, loss=0.723, pair=0.009, adv=3.587, sprd=0.023]
Ep 028/60 [S2:+mat]:  68%|██ | 227/333 [04:45<02:13,  1.26s/it, loss=0.721, pair=0.009, adv=4.001, sprd=0.021]
Ep 028/60 [S2:+mat]:  68%|██ | 228/333 [04:45<02:08,  1.22s/it, loss=0.721, pair=0.009, adv=4.001, sprd=0.021]
Ep 028/60 [S2:+mat]:  68%|██ | 228/333 [04:46<02:08,  1.22s/it, loss=0.722, pair=0.021, adv=3.301, sprd=0.022]
Ep 028/60 [S2:+mat]:  69%|██ | 229/333 [04:46<02:11,  1.26s/it, loss=0.722, pair=0.021, adv=3.301, sprd=0.022]
Ep 028/60 [S2:+mat]:  69%|██ | 229/333 [04:47<02:11,  1.26s/it, loss=0.746, pair=0.013, adv=4.113, sprd=0.030]
Ep 028/60 [S2:+mat]:  69%|██ | 230/333 [04:47<02:06,  1.23s/it, loss=0.746, pair=0.013, adv=4.113, sprd=0.030]
Ep 028/60 [S2:+mat]:  69%|██ | 230/333 [04:49<02:06,  1.23s/it, loss=0.721, pair=0.015, adv=4.123, sprd=0.021]
Ep 028/60 [S2:+mat]:  69%|██ | 231/333 [04:49<02:12,  1.30s/it, loss=0.721, pair=0.015, adv=4.123, sprd=0.021]
Ep 028/60 [S2:+mat]:  69%|██ | 231/333 [04:50<02:12,  1.30s/it, loss=0.704, pair=0.029, adv=3.249, sprd=0.019]
Ep 028/60 [S2:+mat]:  70%|██ | 232/333 [04:50<02:05,  1.24s/it, loss=0.704, pair=0.029, adv=3.249, sprd=0.019]
Ep 028/60 [S2:+mat]:  70%|██ | 232/333 [04:51<02:05,  1.24s/it, loss=0.839, pair=0.014, adv=3.657, sprd=0.032]
Ep 028/60 [S2:+mat]:  70%|██ | 233/333 [04:51<02:05,  1.25s/it, loss=0.839, pair=0.014, adv=3.657, sprd=0.032]
Ep 028/60 [S2:+mat]:  70%|██ | 233/333 [04:52<02:05,  1.25s/it, loss=0.728, pair=0.009, adv=3.526, sprd=0.025]
Ep 028/60 [S2:+mat]:  70%|██ | 234/333 [04:52<02:01,  1.23s/it, loss=0.728, pair=0.009, adv=3.526, sprd=0.025]
Ep 028/60 [S2:+mat]:  70%|██ | 234/333 [04:54<02:01,  1.23s/it, loss=0.717, pair=0.009, adv=3.854, sprd=0.022]
Ep 028/60 [S2:+mat]:  71%|██ | 235/333 [04:54<02:05,  1.28s/it, loss=0.717, pair=0.009, adv=3.854, sprd=0.022]
Ep 028/60 [S2:+mat]:  71%|██ | 235/333 [04:55<02:05,  1.28s/it, loss=0.710, pair=0.006, adv=4.448, sprd=0.020]
Ep 028/60 [S2:+mat]:  71%|██▏| 236/333 [04:55<01:54,  1.18s/it, loss=0.710, pair=0.006, adv=4.448, sprd=0.020]
Ep 028/60 [S2:+mat]:  71%|██▏| 236/333 [04:55<01:54,  1.18s/it, loss=0.716, pair=0.007, adv=4.052, sprd=0.022]
Ep 028/60 [S2:+mat]:  71%|██▏| 237/333 [04:55<01:45,  1.10s/it, loss=0.716, pair=0.007, adv=4.052, sprd=0.022]
Ep 028/60 [S2:+mat]:  71%|██▏| 237/333 [04:57<01:45,  1.10s/it, loss=0.712, pair=0.006, adv=4.454, sprd=0.023]
Ep 028/60 [S2:+mat]:  71%|██▏| 238/333 [04:57<01:45,  1.11s/it, loss=0.712, pair=0.006, adv=4.454, sprd=0.023]
Ep 028/60 [S2:+mat]:  71%|██▏| 238/333 [04:58<01:45,  1.11s/it, loss=0.743, pair=0.026, adv=3.917, sprd=0.028]
Ep 028/60 [S2:+mat]:  72%|██▏| 239/333 [04:58<01:46,  1.13s/it, loss=0.743, pair=0.026, adv=3.917, sprd=0.028]
Ep 028/60 [S2:+mat]:  72%|██▏| 239/333 [04:59<01:46,  1.13s/it, loss=0.735, pair=0.010, adv=4.201, sprd=0.027]
Ep 028/60 [S2:+mat]:  72%|██▏| 240/333 [04:59<01:46,  1.14s/it, loss=0.735, pair=0.010, adv=4.201, sprd=0.027]
Ep 028/60 [S2:+mat]:  72%|██▏| 240/333 [05:00<01:46,  1.14s/it, loss=0.731, pair=0.014, adv=3.615, sprd=0.025]
Ep 028/60 [S2:+mat]:  72%|██▏| 241/333 [05:00<01:51,  1.21s/it, loss=0.731, pair=0.014, adv=3.615, sprd=0.025]
Ep 028/60 [S2:+mat]:  72%|██▏| 241/333 [05:01<01:51,  1.21s/it, loss=0.722, pair=0.005, adv=3.618, sprd=0.023]
Ep 028/60 [S2:+mat]:  73%|██▏| 242/333 [05:01<01:46,  1.17s/it, loss=0.722, pair=0.005, adv=3.618, sprd=0.023]
Ep 028/60 [S2:+mat]:  73%|██▏| 242/333 [05:03<01:46,  1.17s/it, loss=0.719, pair=0.008, adv=3.910, sprd=0.022]
Ep 028/60 [S2:+mat]:  73%|██▏| 243/333 [05:03<01:51,  1.24s/it, loss=0.719, pair=0.008, adv=3.910, sprd=0.022]
Ep 028/60 [S2:+mat]:  73%|██▏| 243/333 [05:04<01:51,  1.24s/it, loss=0.752, pair=0.016, adv=4.156, sprd=0.031]
Ep 028/60 [S2:+mat]:  73%|██▏| 244/333 [05:04<01:49,  1.23s/it, loss=0.752, pair=0.016, adv=4.156, sprd=0.031]
Ep 028/60 [S2:+mat]:  73%|██▏| 244/333 [05:05<01:49,  1.23s/it, loss=0.800, pair=0.017, adv=4.104, sprd=0.022]
Ep 028/60 [S2:+mat]:  74%|██▏| 245/333 [05:05<01:50,  1.26s/it, loss=0.800, pair=0.017, adv=4.104, sprd=0.022]
Ep 028/60 [S2:+mat]:  74%|██▏| 245/333 [05:07<01:50,  1.26s/it, loss=0.741, pair=0.009, adv=3.579, sprd=0.027]
Ep 028/60 [S2:+mat]:  74%|██▏| 246/333 [05:07<01:48,  1.25s/it, loss=0.741, pair=0.009, adv=3.579, sprd=0.027]
Ep 028/60 [S2:+mat]:  74%|██▏| 246/333 [05:08<01:48,  1.25s/it, loss=0.730, pair=0.008, adv=3.775, sprd=0.024]
Ep 028/60 [S2:+mat]:  74%|██▏| 247/333 [05:08<01:50,  1.28s/it, loss=0.730, pair=0.008, adv=3.775, sprd=0.024]
Ep 028/60 [S2:+mat]:  74%|██▏| 247/333 [05:09<01:50,  1.28s/it, loss=0.700, pair=0.010, adv=3.318, sprd=0.019]
Ep 028/60 [S2:+mat]:  74%|██▏| 248/333 [05:09<01:42,  1.21s/it, loss=0.700, pair=0.010, adv=3.318, sprd=0.019]
Ep 028/60 [S2:+mat]:  74%|██▏| 248/333 [05:10<01:42,  1.21s/it, loss=0.756, pair=0.026, adv=4.016, sprd=0.030]
Ep 028/60 [S2:+mat]:  75%|██▏| 249/333 [05:10<01:46,  1.27s/it, loss=0.756, pair=0.026, adv=4.016, sprd=0.030]
Ep 028/60 [S2:+mat]:  75%|██▏| 249/333 [05:12<01:46,  1.27s/it, loss=0.705, pair=0.004, adv=3.859, sprd=0.021]
Ep 028/60 [S2:+mat]:  75%|██▎| 250/333 [05:12<01:42,  1.23s/it, loss=0.705, pair=0.004, adv=3.859, sprd=0.021]
Ep 028/60 [S2:+mat]:  75%|██▎| 250/333 [05:13<01:42,  1.23s/it, loss=0.709, pair=0.006, adv=3.723, sprd=0.021]
Ep 028/60 [S2:+mat]:  75%|██▎| 251/333 [05:13<01:44,  1.28s/it, loss=0.709, pair=0.006, adv=3.723, sprd=0.021]
Ep 028/60 [S2:+mat]:  75%|██▎| 251/333 [05:14<01:44,  1.28s/it, loss=0.714, pair=0.009, adv=3.774, sprd=0.021]
Ep 028/60 [S2:+mat]:  76%|██▎| 252/333 [05:14<01:39,  1.23s/it, loss=0.714, pair=0.009, adv=3.774, sprd=0.021]
Ep 028/60 [S2:+mat]:  76%|██▎| 252/333 [05:15<01:39,  1.23s/it, loss=0.727, pair=0.004, adv=4.062, sprd=0.024]
Ep 028/60 [S2:+mat]:  76%|██▎| 253/333 [05:15<01:43,  1.29s/it, loss=0.727, pair=0.004, adv=4.062, sprd=0.024]
Ep 028/60 [S2:+mat]:  76%|██▎| 253/333 [05:16<01:43,  1.29s/it, loss=0.728, pair=0.009, adv=3.943, sprd=0.023]
Ep 028/60 [S2:+mat]:  76%|██▎| 254/333 [05:16<01:32,  1.17s/it, loss=0.728, pair=0.009, adv=3.943, sprd=0.023]
Ep 028/60 [S2:+mat]:  76%|██▎| 254/333 [05:18<01:32,  1.17s/it, loss=0.746, pair=0.004, adv=4.238, sprd=0.027]
Ep 028/60 [S2:+mat]:  77%|██▎| 255/333 [05:18<01:36,  1.24s/it, loss=0.746, pair=0.004, adv=4.238, sprd=0.027]
Ep 028/60 [S2:+mat]:  77%|██▎| 255/333 [05:19<01:36,  1.24s/it, loss=0.715, pair=0.006, adv=3.839, sprd=0.023]
Ep 028/60 [S2:+mat]:  77%|██▎| 256/333 [05:19<01:32,  1.21s/it, loss=0.715, pair=0.006, adv=3.839, sprd=0.023]
Ep 028/60 [S2:+mat]:  77%|██▎| 256/333 [05:20<01:32,  1.21s/it, loss=0.706, pair=0.006, adv=3.740, sprd=0.019]
Ep 028/60 [S2:+mat]:  77%|██▎| 257/333 [05:20<01:36,  1.26s/it, loss=0.706, pair=0.006, adv=3.740, sprd=0.019]
Ep 028/60 [S2:+mat]:  77%|██▎| 257/333 [05:21<01:36,  1.26s/it, loss=0.698, pair=0.011, adv=3.912, sprd=0.018]
Ep 028/60 [S2:+mat]:  77%|██▎| 258/333 [05:21<01:31,  1.23s/it, loss=0.698, pair=0.011, adv=3.912, sprd=0.018]
Ep 028/60 [S2:+mat]:  77%|██▎| 258/333 [05:23<01:31,  1.23s/it, loss=0.746, pair=0.012, adv=3.945, sprd=0.027]
Ep 028/60 [S2:+mat]:  78%|██▎| 259/333 [05:23<01:31,  1.23s/it, loss=0.746, pair=0.012, adv=3.945, sprd=0.027]
Ep 028/60 [S2:+mat]:  78%|██▎| 259/333 [05:24<01:31,  1.23s/it, loss=0.704, pair=0.010, adv=4.069, sprd=0.020]
Ep 028/60 [S2:+mat]:  78%|██▎| 260/333 [05:24<01:27,  1.19s/it, loss=0.704, pair=0.010, adv=4.069, sprd=0.020]
Ep 028/60 [S2:+mat]:  78%|██▎| 260/333 [05:25<01:27,  1.19s/it, loss=0.703, pair=0.004, adv=3.805, sprd=0.019]
Ep 028/60 [S2:+mat]:  78%|██▎| 261/333 [05:25<01:31,  1.27s/it, loss=0.703, pair=0.004, adv=3.805, sprd=0.019]
Ep 028/60 [S2:+mat]:  78%|██▎| 261/333 [05:26<01:31,  1.27s/it, loss=0.696, pair=0.006, adv=3.937, sprd=0.018]
Ep 028/60 [S2:+mat]:  79%|██▎| 262/333 [05:26<01:25,  1.20s/it, loss=0.696, pair=0.006, adv=3.937, sprd=0.018]
Ep 028/60 [S2:+mat]:  79%|██▎| 262/333 [05:28<01:25,  1.20s/it, loss=0.820, pair=0.010, adv=4.019, sprd=0.026]
Ep 028/60 [S2:+mat]:  79%|██▎| 263/333 [05:28<01:28,  1.27s/it, loss=0.820, pair=0.010, adv=4.019, sprd=0.026]
Ep 028/60 [S2:+mat]:  79%|██▎| 263/333 [05:29<01:28,  1.27s/it, loss=0.722, pair=0.004, adv=3.850, sprd=0.024]
Ep 028/60 [S2:+mat]:  79%|██▍| 264/333 [05:29<01:25,  1.24s/it, loss=0.722, pair=0.004, adv=3.850, sprd=0.024]
Ep 028/60 [S2:+mat]:  79%|██▍| 264/333 [05:30<01:25,  1.24s/it, loss=0.693, pair=0.006, adv=3.650, sprd=0.015]
Ep 028/60 [S2:+mat]:  80%|██▍| 265/333 [05:30<01:27,  1.29s/it, loss=0.693, pair=0.006, adv=3.650, sprd=0.015]
Ep 028/60 [S2:+mat]:  80%|██▍| 265/333 [05:31<01:27,  1.29s/it, loss=0.731, pair=0.017, adv=3.378, sprd=0.023]
Ep 028/60 [S2:+mat]:  80%|██▍| 266/333 [05:31<01:24,  1.26s/it, loss=0.731, pair=0.017, adv=3.378, sprd=0.023]
Ep 028/60 [S2:+mat]:  80%|██▍| 266/333 [05:33<01:24,  1.26s/it, loss=0.741, pair=0.026, adv=3.989, sprd=0.025]
Ep 028/60 [S2:+mat]:  80%|██▍| 267/333 [05:33<01:22,  1.25s/it, loss=0.741, pair=0.026, adv=3.989, sprd=0.025]
Ep 028/60 [S2:+mat]:  80%|██▍| 267/333 [05:34<01:22,  1.25s/it, loss=0.721, pair=0.024, adv=4.118, sprd=0.023]
Ep 028/60 [S2:+mat]:  80%|██▍| 268/333 [05:34<01:18,  1.21s/it, loss=0.721, pair=0.024, adv=4.118, sprd=0.023]
Ep 028/60 [S2:+mat]:  80%|██▍| 268/333 [05:35<01:18,  1.21s/it, loss=0.714, pair=0.011, adv=3.847, sprd=0.020]
Ep 028/60 [S2:+mat]:  81%|██▍| 269/333 [05:35<01:20,  1.26s/it, loss=0.714, pair=0.011, adv=3.847, sprd=0.020]
Ep 028/60 [S2:+mat]:  81%|██▍| 269/333 [05:36<01:20,  1.26s/it, loss=0.739, pair=0.018, adv=3.516, sprd=0.028]
Ep 028/60 [S2:+mat]:  81%|██▍| 270/333 [05:36<01:16,  1.21s/it, loss=0.739, pair=0.018, adv=3.516, sprd=0.028]
Ep 028/60 [S2:+mat]:  81%|██▍| 270/333 [05:37<01:16,  1.21s/it, loss=0.715, pair=0.004, adv=3.582, sprd=0.020]
Ep 028/60 [S2:+mat]:  81%|██▍| 271/333 [05:37<01:14,  1.20s/it, loss=0.715, pair=0.004, adv=3.582, sprd=0.020]
Ep 028/60 [S2:+mat]:  81%|██▍| 271/333 [05:39<01:14,  1.20s/it, loss=0.719, pair=0.002, adv=3.754, sprd=0.022]
Ep 028/60 [S2:+mat]:  82%|██▍| 272/333 [05:39<01:12,  1.18s/it, loss=0.719, pair=0.002, adv=3.754, sprd=0.022]
Ep 028/60 [S2:+mat]:  82%|██▍| 272/333 [05:40<01:12,  1.18s/it, loss=0.730, pair=0.003, adv=4.238, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 273/333 [05:40<01:17,  1.29s/it, loss=0.730, pair=0.003, adv=4.238, sprd=0.023]
Ep 028/60 [S2:+mat]:  82%|██▍| 273/333 [05:41<01:17,  1.29s/it, loss=0.725, pair=0.004, adv=3.728, sprd=0.022]
Ep 028/60 [S2:+mat]:  82%|██▍| 274/333 [05:41<01:13,  1.25s/it, loss=0.725, pair=0.004, adv=3.728, sprd=0.022]
Ep 028/60 [S2:+mat]:  82%|██▍| 274/333 [05:43<01:13,  1.25s/it, loss=0.722, pair=0.021, adv=3.726, sprd=0.022]
Ep 028/60 [S2:+mat]:  83%|██▍| 275/333 [05:43<01:14,  1.29s/it, loss=0.722, pair=0.021, adv=3.726, sprd=0.022]
Ep 028/60 [S2:+mat]:  83%|██▍| 275/333 [05:44<01:14,  1.29s/it, loss=0.747, pair=0.006, adv=3.676, sprd=0.028]
Ep 028/60 [S2:+mat]:  83%|██▍| 276/333 [05:44<01:11,  1.26s/it, loss=0.747, pair=0.006, adv=3.676, sprd=0.028]
Ep 028/60 [S2:+mat]:  83%|██▍| 276/333 [05:45<01:11,  1.26s/it, loss=0.723, pair=0.022, adv=3.576, sprd=0.024]
Ep 028/60 [S2:+mat]:  83%|██▍| 277/333 [05:45<01:13,  1.32s/it, loss=0.723, pair=0.022, adv=3.576, sprd=0.024]
Ep 028/60 [S2:+mat]:  83%|██▍| 277/333 [05:46<01:13,  1.32s/it, loss=0.707, pair=0.006, adv=3.547, sprd=0.020]
Ep 028/60 [S2:+mat]:  83%|██▌| 278/333 [05:46<01:08,  1.25s/it, loss=0.707, pair=0.006, adv=3.547, sprd=0.020]
Ep 028/60 [S2:+mat]:  83%|██▌| 278/333 [05:48<01:08,  1.25s/it, loss=0.739, pair=0.007, adv=3.795, sprd=0.025]
Ep 028/60 [S2:+mat]:  84%|██▌| 279/333 [05:48<01:11,  1.32s/it, loss=0.739, pair=0.007, adv=3.795, sprd=0.025]
Ep 028/60 [S2:+mat]:  84%|██▌| 279/333 [05:49<01:11,  1.32s/it, loss=0.749, pair=0.020, adv=4.261, sprd=0.028]
Ep 028/60 [S2:+mat]:  84%|██▌| 280/333 [05:49<01:07,  1.28s/it, loss=0.749, pair=0.020, adv=4.261, sprd=0.028]
Ep 028/60 [S2:+mat]:  84%|██▌| 280/333 [05:50<01:07,  1.28s/it, loss=0.701, pair=0.014, adv=3.142, sprd=0.023]
Ep 028/60 [S2:+mat]:  84%|██▌| 281/333 [05:50<01:09,  1.33s/it, loss=0.701, pair=0.014, adv=3.142, sprd=0.023]
Ep 028/60 [S2:+mat]:  84%|██▌| 281/333 [05:52<01:09,  1.33s/it, loss=0.702, pair=0.011, adv=3.637, sprd=0.018]
Ep 028/60 [S2:+mat]:  85%|██▌| 282/333 [05:52<01:04,  1.27s/it, loss=0.702, pair=0.011, adv=3.637, sprd=0.018]
Ep 028/60 [S2:+mat]:  85%|██▌| 282/333 [05:53<01:04,  1.27s/it, loss=0.706, pair=0.010, adv=3.777, sprd=0.020]
Ep 028/60 [S2:+mat]:  85%|██▌| 283/333 [05:53<01:05,  1.31s/it, loss=0.706, pair=0.010, adv=3.777, sprd=0.020]
Ep 028/60 [S2:+mat]:  85%|██▌| 283/333 [05:54<01:05,  1.31s/it, loss=0.734, pair=0.003, adv=3.905, sprd=0.025]
Ep 028/60 [S2:+mat]:  85%|██▌| 284/333 [05:54<01:01,  1.25s/it, loss=0.734, pair=0.003, adv=3.905, sprd=0.025]
Ep 028/60 [S2:+mat]:  85%|██▌| 284/333 [05:56<01:01,  1.25s/it, loss=0.759, pair=0.017, adv=3.917, sprd=0.031]
Ep 028/60 [S2:+mat]:  86%|██▌| 285/333 [05:56<01:02,  1.31s/it, loss=0.759, pair=0.017, adv=3.917, sprd=0.031]
Ep 028/60 [S2:+mat]:  86%|██▌| 285/333 [05:56<01:02,  1.31s/it, loss=0.727, pair=0.003, adv=4.080, sprd=0.023]
Ep 028/60 [S2:+mat]:  86%|██▌| 286/333 [05:56<00:55,  1.19s/it, loss=0.727, pair=0.003, adv=4.080, sprd=0.023]
Ep 028/60 [S2:+mat]:  86%|██▌| 286/333 [05:58<00:55,  1.19s/it, loss=0.721, pair=0.004, adv=4.051, sprd=0.024]
Ep 028/60 [S2:+mat]:  86%|██▌| 287/333 [05:58<00:57,  1.25s/it, loss=0.721, pair=0.004, adv=4.051, sprd=0.024]
Ep 028/60 [S2:+mat]:  86%|██▌| 287/333 [05:59<00:57,  1.25s/it, loss=0.717, pair=0.003, adv=3.886, sprd=0.022]
Ep 028/60 [S2:+mat]:  86%|██▌| 288/333 [05:59<00:51,  1.15s/it, loss=0.717, pair=0.003, adv=3.886, sprd=0.022]
Ep 028/60 [S2:+mat]:  86%|██▌| 288/333 [06:00<00:51,  1.15s/it, loss=0.750, pair=0.006, adv=4.074, sprd=0.027]
Ep 028/60 [S2:+mat]:  87%|██▌| 289/333 [06:00<00:54,  1.23s/it, loss=0.750, pair=0.006, adv=4.074, sprd=0.027]
Ep 028/60 [S2:+mat]:  87%|██▌| 289/333 [06:01<00:54,  1.23s/it, loss=0.706, pair=0.001, adv=3.921, sprd=0.019]
Ep 028/60 [S2:+mat]:  87%|██▌| 290/333 [06:01<00:51,  1.19s/it, loss=0.706, pair=0.001, adv=3.921, sprd=0.019]
Ep 028/60 [S2:+mat]:  87%|██▌| 290/333 [06:03<00:51,  1.19s/it, loss=0.749, pair=0.009, adv=3.585, sprd=0.029]
Ep 028/60 [S2:+mat]:  87%|██▌| 291/333 [06:03<00:50,  1.21s/it, loss=0.749, pair=0.009, adv=3.585, sprd=0.029]
Ep 028/60 [S2:+mat]:  87%|██▌| 291/333 [06:04<00:50,  1.21s/it, loss=0.729, pair=0.007, adv=4.339, sprd=0.023]
Ep 028/60 [S2:+mat]:  88%|██▋| 292/333 [06:04<00:49,  1.20s/it, loss=0.729, pair=0.007, adv=4.339, sprd=0.023]
Ep 028/60 [S2:+mat]:  88%|██▋| 292/333 [06:05<00:49,  1.20s/it, loss=0.727, pair=0.006, adv=3.611, sprd=0.024]
Ep 028/60 [S2:+mat]:  88%|██▋| 293/333 [06:05<00:49,  1.24s/it, loss=0.727, pair=0.006, adv=3.611, sprd=0.024]
Ep 028/60 [S2:+mat]:  88%|██▋| 293/333 [06:06<00:49,  1.24s/it, loss=0.727, pair=0.003, adv=3.874, sprd=0.024]
Ep 028/60 [S2:+mat]:  88%|██▋| 294/333 [06:06<00:46,  1.20s/it, loss=0.727, pair=0.003, adv=3.874, sprd=0.024]
Ep 028/60 [S2:+mat]:  88%|██▋| 294/333 [06:08<00:46,  1.20s/it, loss=0.817, pair=0.007, adv=3.886, sprd=0.026]
Ep 028/60 [S2:+mat]:  89%|██▋| 295/333 [06:08<00:47,  1.25s/it, loss=0.817, pair=0.007, adv=3.886, sprd=0.026]
Ep 028/60 [S2:+mat]:  89%|██▋| 295/333 [06:09<00:47,  1.25s/it, loss=0.746, pair=0.003, adv=3.828, sprd=0.029]
Ep 028/60 [S2:+mat]:  89%|██▋| 296/333 [06:09<00:45,  1.24s/it, loss=0.746, pair=0.003, adv=3.828, sprd=0.029]
Ep 028/60 [S2:+mat]:  89%|██▋| 296/333 [06:10<00:45,  1.24s/it, loss=0.710, pair=0.008, adv=3.763, sprd=0.021]
Ep 028/60 [S2:+mat]:  89%|██▋| 297/333 [06:10<00:46,  1.29s/it, loss=0.710, pair=0.008, adv=3.763, sprd=0.021]
Ep 028/60 [S2:+mat]:  89%|██▋| 297/333 [06:11<00:46,  1.29s/it, loss=0.747, pair=0.008, adv=3.517, sprd=0.028]
Ep 028/60 [S2:+mat]:  89%|██▋| 298/333 [06:11<00:43,  1.25s/it, loss=0.747, pair=0.008, adv=3.517, sprd=0.028]
Ep 028/60 [S2:+mat]:  89%|██▋| 298/333 [06:13<00:43,  1.25s/it, loss=0.719, pair=0.003, adv=3.993, sprd=0.023]
Ep 028/60 [S2:+mat]:  90%|██▋| 299/333 [06:13<00:43,  1.29s/it, loss=0.719, pair=0.003, adv=3.993, sprd=0.023]
Ep 028/60 [S2:+mat]:  90%|██▋| 299/333 [06:14<00:43,  1.29s/it, loss=0.890, pair=0.010, adv=3.949, sprd=0.024]
Ep 028/60 [S2:+mat]:  90%|██▋| 300/333 [06:14<00:41,  1.25s/it, loss=0.890, pair=0.010, adv=3.949, sprd=0.024]
Ep 028/60 [S2:+mat]:  90%|██▋| 300/333 [06:15<00:41,  1.25s/it, loss=0.713, pair=0.004, adv=3.749, sprd=0.020]
Ep 028/60 [S2:+mat]:  90%|██▋| 301/333 [06:15<00:41,  1.29s/it, loss=0.713, pair=0.004, adv=3.749, sprd=0.020]
Ep 028/60 [S2:+mat]:  90%|██▋| 301/333 [06:16<00:41,  1.29s/it, loss=0.730, pair=0.007, adv=4.012, sprd=0.027]
Ep 028/60 [S2:+mat]:  91%|██▋| 302/333 [06:16<00:36,  1.17s/it, loss=0.730, pair=0.007, adv=4.012, sprd=0.027]
Ep 028/60 [S2:+mat]:  91%|██▋| 302/333 [06:17<00:36,  1.17s/it, loss=0.723, pair=0.010, adv=3.468, sprd=0.022]
Ep 028/60 [S2:+mat]:  91%|██▋| 303/333 [06:17<00:36,  1.21s/it, loss=0.723, pair=0.010, adv=3.468, sprd=0.022]
Ep 028/60 [S2:+mat]:  91%|██▋| 303/333 [06:19<00:36,  1.21s/it, loss=0.725, pair=0.004, adv=3.740, sprd=0.025]
Ep 028/60 [S2:+mat]:  91%|██▋| 304/333 [06:19<00:34,  1.19s/it, loss=0.725, pair=0.004, adv=3.740, sprd=0.025]
Ep 028/60 [S2:+mat]:  91%|██▋| 304/333 [06:20<00:34,  1.19s/it, loss=0.719, pair=0.012, adv=3.605, sprd=0.021]
Ep 028/60 [S2:+mat]:  92%|██▋| 305/333 [06:20<00:35,  1.26s/it, loss=0.719, pair=0.012, adv=3.605, sprd=0.021]
Ep 028/60 [S2:+mat]:  92%|██▋| 305/333 [06:21<00:35,  1.26s/it, loss=0.708, pair=0.006, adv=3.358, sprd=0.020]
Ep 028/60 [S2:+mat]:  92%|██▊| 306/333 [06:21<00:33,  1.22s/it, loss=0.708, pair=0.006, adv=3.358, sprd=0.020]
Ep 028/60 [S2:+mat]:  92%|██▊| 306/333 [06:22<00:33,  1.22s/it, loss=0.723, pair=0.010, adv=3.568, sprd=0.024]
Ep 028/60 [S2:+mat]:  92%|██▊| 307/333 [06:22<00:32,  1.26s/it, loss=0.723, pair=0.010, adv=3.568, sprd=0.024]
Ep 028/60 [S2:+mat]:  92%|██▊| 307/333 [06:24<00:32,  1.26s/it, loss=0.733, pair=0.001, adv=3.948, sprd=0.023]
Ep 028/60 [S2:+mat]:  92%|██▊| 308/333 [06:24<00:30,  1.23s/it, loss=0.733, pair=0.001, adv=3.948, sprd=0.023]
Ep 028/60 [S2:+mat]:  92%|██▊| 308/333 [06:25<00:30,  1.23s/it, loss=0.739, pair=0.002, adv=4.115, sprd=0.028]
Ep 028/60 [S2:+mat]:  93%|██▊| 309/333 [06:25<00:31,  1.30s/it, loss=0.739, pair=0.002, adv=4.115, sprd=0.028]
Ep 028/60 [S2:+mat]:  93%|██▊| 309/333 [06:26<00:31,  1.30s/it, loss=0.715, pair=0.007, adv=3.584, sprd=0.020]
Ep 028/60 [S2:+mat]:  93%|██▊| 310/333 [06:26<00:28,  1.25s/it, loss=0.715, pair=0.007, adv=3.584, sprd=0.020]
Ep 028/60 [S2:+mat]:  93%|██▊| 310/333 [06:28<00:28,  1.25s/it, loss=0.804, pair=0.001, adv=3.957, sprd=0.023]
Ep 028/60 [S2:+mat]:  93%|██▊| 311/333 [06:28<00:28,  1.29s/it, loss=0.804, pair=0.001, adv=3.957, sprd=0.023]
Ep 028/60 [S2:+mat]:  93%|██▊| 311/333 [06:29<00:28,  1.29s/it, loss=0.705, pair=0.003, adv=3.639, sprd=0.021]
Ep 028/60 [S2:+mat]:  94%|██▊| 312/333 [06:29<00:25,  1.24s/it, loss=0.705, pair=0.003, adv=3.639, sprd=0.021]
Ep 028/60 [S2:+mat]:  94%|██▊| 312/333 [06:30<00:25,  1.24s/it, loss=0.723, pair=0.014, adv=3.760, sprd=0.023]
Ep 028/60 [S2:+mat]:  94%|██▊| 313/333 [06:30<00:25,  1.27s/it, loss=0.723, pair=0.014, adv=3.760, sprd=0.023]
Ep 028/60 [S2:+mat]:  94%|██▊| 313/333 [06:31<00:25,  1.27s/it, loss=0.734, pair=0.001, adv=4.175, sprd=0.026]
Ep 028/60 [S2:+mat]:  94%|██▊| 314/333 [06:31<00:23,  1.24s/it, loss=0.734, pair=0.001, adv=4.175, sprd=0.026]
Ep 028/60 [S2:+mat]:  94%|██▊| 314/333 [06:33<00:23,  1.24s/it, loss=0.802, pair=0.005, adv=3.699, sprd=0.022]
Ep 028/60 [S2:+mat]:  95%|██▊| 315/333 [06:33<00:23,  1.28s/it, loss=0.802, pair=0.005, adv=3.699, sprd=0.022]
Ep 028/60 [S2:+mat]:  95%|██▊| 315/333 [06:34<00:23,  1.28s/it, loss=0.714, pair=0.006, adv=4.076, sprd=0.023]
Ep 028/60 [S2:+mat]:  95%|██▊| 316/333 [06:34<00:21,  1.24s/it, loss=0.714, pair=0.006, adv=4.076, sprd=0.023]
Ep 028/60 [S2:+mat]:  95%|██▊| 316/333 [06:35<00:21,  1.24s/it, loss=0.734, pair=0.020, adv=4.099, sprd=0.025]
Ep 028/60 [S2:+mat]:  95%|██▊| 317/333 [06:35<00:20,  1.31s/it, loss=0.734, pair=0.020, adv=4.099, sprd=0.025]
Ep 028/60 [S2:+mat]:  95%|██▊| 317/333 [06:36<00:20,  1.31s/it, loss=0.715, pair=0.020, adv=3.582, sprd=0.021]
Ep 028/60 [S2:+mat]:  95%|██▊| 318/333 [06:36<00:18,  1.27s/it, loss=0.715, pair=0.020, adv=3.582, sprd=0.021]
Ep 028/60 [S2:+mat]:  95%|██▊| 318/333 [06:38<00:18,  1.27s/it, loss=0.731, pair=0.016, adv=4.833, sprd=0.027]
Ep 028/60 [S2:+mat]:  96%|██▊| 319/333 [06:38<00:17,  1.25s/it, loss=0.731, pair=0.016, adv=4.833, sprd=0.027]
Ep 028/60 [S2:+mat]:  96%|██▊| 319/333 [06:38<00:17,  1.25s/it, loss=0.734, pair=0.012, adv=4.020, sprd=0.025]
Ep 028/60 [S2:+mat]:  96%|██▉| 320/333 [06:38<00:14,  1.11s/it, loss=0.734, pair=0.012, adv=4.020, sprd=0.025]
Ep 028/60 [S2:+mat]:  96%|██▉| 320/333 [06:40<00:14,  1.11s/it, loss=1.294, pair=1.950, adv=3.625, sprd=0.018]
Ep 028/60 [S2:+mat]:  96%|██▉| 321/333 [06:40<00:14,  1.18s/it, loss=1.294, pair=1.950, adv=3.625, sprd=0.018]
Ep 028/60 [S2:+mat]:  96%|██▉| 321/333 [06:41<00:14,  1.18s/it, loss=0.745, pair=0.028, adv=4.135, sprd=0.029]
Ep 028/60 [S2:+mat]:  97%|██▉| 322/333 [06:41<00:12,  1.17s/it, loss=0.745, pair=0.028, adv=4.135, sprd=0.029]
Ep 028/60 [S2:+mat]:  97%|██▉| 322/333 [06:42<00:12,  1.17s/it, loss=0.736, pair=0.021, adv=3.841, sprd=0.024]
Ep 028/60 [S2:+mat]:  97%|██▉| 323/333 [06:42<00:11,  1.20s/it, loss=0.736, pair=0.021, adv=3.841, sprd=0.024]
Ep 028/60 [S2:+mat]:  97%|██▉| 323/333 [06:43<00:11,  1.20s/it, loss=0.738, pair=0.024, adv=4.118, sprd=0.028]
Ep 028/60 [S2:+mat]:  97%|██▉| 324/333 [06:43<00:10,  1.19s/it, loss=0.738, pair=0.024, adv=4.118, sprd=0.028]
Ep 028/60 [S2:+mat]:  97%|██▉| 324/333 [06:45<00:10,  1.19s/it, loss=0.725, pair=0.027, adv=4.196, sprd=0.020]
Ep 028/60 [S2:+mat]:  98%|██▉| 325/333 [06:45<00:10,  1.26s/it, loss=0.725, pair=0.027, adv=4.196, sprd=0.020]
Ep 028/60 [S2:+mat]:  98%|██▉| 325/333 [06:46<00:10,  1.26s/it, loss=0.722, pair=0.010, adv=4.197, sprd=0.023]
Ep 028/60 [S2:+mat]:  98%|██▉| 326/333 [06:46<00:08,  1.23s/it, loss=0.722, pair=0.010, adv=4.197, sprd=0.023]
Ep 028/60 [S2:+mat]:  98%|██▉| 326/333 [06:47<00:08,  1.23s/it, loss=0.752, pair=0.005, adv=3.757, sprd=0.032]
Ep 028/60 [S2:+mat]:  98%|██▉| 327/333 [06:47<00:07,  1.29s/it, loss=0.752, pair=0.005, adv=3.757, sprd=0.032]
Ep 028/60 [S2:+mat]:  98%|██▉| 327/333 [06:48<00:07,  1.29s/it, loss=0.701, pair=0.009, adv=3.633, sprd=0.019]
Ep 028/60 [S2:+mat]:  98%|██▉| 328/333 [06:48<00:06,  1.23s/it, loss=0.701, pair=0.009, adv=3.633, sprd=0.019]
Ep 028/60 [S2:+mat]:  98%|██▉| 328/333 [06:50<00:06,  1.23s/it, loss=0.738, pair=0.005, adv=4.251, sprd=0.028]
Ep 028/60 [S2:+mat]:  99%|██▉| 329/333 [06:50<00:05,  1.28s/it, loss=0.738, pair=0.005, adv=4.251, sprd=0.028]
Ep 028/60 [S2:+mat]:  99%|██▉| 329/333 [06:51<00:05,  1.28s/it, loss=0.732, pair=0.009, adv=4.211, sprd=0.025]
Ep 028/60 [S2:+mat]:  99%|██▉| 330/333 [06:51<00:03,  1.25s/it, loss=0.732, pair=0.009, adv=4.211, sprd=0.025]
Ep 028/60 [S2:+mat]:  99%|██▉| 330/333 [06:52<00:03,  1.25s/it, loss=0.795, pair=0.008, adv=4.007, sprd=0.022]
Ep 028/60 [S2:+mat]:  99%|██▉| 331/333 [06:52<00:02,  1.25s/it, loss=0.795, pair=0.008, adv=4.007, sprd=0.022]
Ep 028/60 [S2:+mat]:  99%|██▉| 331/333 [06:53<00:02,  1.25s/it, loss=0.717, pair=0.009, adv=4.218, sprd=0.022]
Ep 028/60 [S2:+mat]: 100%|██▉| 332/333 [06:53<00:01,  1.21s/it, loss=0.717, pair=0.009, adv=4.218, sprd=0.022]
Ep 028/60 [S2:+mat]: 100%|██▉| 332/333 [06:55<00:01,  1.21s/it, loss=0.735, pair=0.003, adv=4.102, sprd=0.027]
Ep 028/60 [S2:+mat]: 100%|███| 333/333 [06:55<00:00,  1.27s/it, loss=0.735, pair=0.003, adv=4.102, sprd=0.027]
                                                                                                              
Epoch 028/60 [S2:+mat]  loss=0.7366  mat=0.3291  sens=1.0455  pair=0.0368  adv=3.8527(rand=3.37)  deg=0.0080  orth=0.0045  spread=0.0234  q_mean=51.2  q_std=16.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.99e-05  415s

Ep 029/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 029/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.821, pair=0.007, adv=3.901, sprd=0.026]
Ep 029/60 [S2:+mat]:   0%|     | 1/333 [00:01<09:03,  1.64s/it, loss=0.821, pair=0.007, adv=3.901, sprd=0.026]
Ep 029/60 [S2:+mat]:   0%|     | 1/333 [00:02<09:03,  1.64s/it, loss=0.718, pair=0.024, adv=3.438, sprd=0.022]
Ep 029/60 [S2:+mat]:   1%|     | 2/333 [00:02<07:00,  1.27s/it, loss=0.718, pair=0.024, adv=3.438, sprd=0.022]
Ep 029/60 [S2:+mat]:   1%|     | 2/333 [00:03<07:00,  1.27s/it, loss=0.728, pair=0.021, adv=3.763, sprd=0.026]
Ep 029/60 [S2:+mat]:   1%|     | 3/333 [00:03<06:51,  1.25s/it, loss=0.728, pair=0.021, adv=3.763, sprd=0.026]
Ep 029/60 [S2:+mat]:   1%|     | 3/333 [00:05<06:51,  1.25s/it, loss=0.727, pair=0.011, adv=3.869, sprd=0.024]
Ep 029/60 [S2:+mat]:   1%|     | 4/333 [00:05<06:39,  1.22s/it, loss=0.727, pair=0.011, adv=3.869, sprd=0.024]
Ep 029/60 [S2:+mat]:   1%|     | 4/333 [00:06<06:39,  1.22s/it, loss=0.710, pair=0.011, adv=3.911, sprd=0.020]
Ep 029/60 [S2:+mat]:   2%|     | 5/333 [00:06<07:02,  1.29s/it, loss=0.710, pair=0.011, adv=3.911, sprd=0.020]
Ep 029/60 [S2:+mat]:   2%|     | 5/333 [00:07<07:02,  1.29s/it, loss=0.702, pair=0.016, adv=4.277, sprd=0.018]
Ep 029/60 [S2:+mat]:   2%|     | 6/333 [00:07<06:25,  1.18s/it, loss=0.702, pair=0.016, adv=4.277, sprd=0.018]
Ep 029/60 [S2:+mat]:   2%|     | 6/333 [00:08<06:25,  1.18s/it, loss=0.734, pair=0.009, adv=3.960, sprd=0.028]
Ep 029/60 [S2:+mat]:   2%|     | 7/333 [00:08<06:25,  1.18s/it, loss=0.734, pair=0.009, adv=3.960, sprd=0.028]
Ep 029/60 [S2:+mat]:   2%|     | 7/333 [00:09<06:25,  1.18s/it, loss=0.740, pair=0.002, adv=3.938, sprd=0.029]
Ep 029/60 [S2:+mat]:   2%|     | 8/333 [00:09<06:25,  1.19s/it, loss=0.740, pair=0.002, adv=3.938, sprd=0.029]
Ep 029/60 [S2:+mat]:   2%|     | 8/333 [00:11<06:25,  1.19s/it, loss=0.699, pair=0.009, adv=3.766, sprd=0.018]
Ep 029/60 [S2:+mat]:   3%|▏    | 9/333 [00:11<06:43,  1.25s/it, loss=0.699, pair=0.009, adv=3.766, sprd=0.018]
Ep 029/60 [S2:+mat]:   3%|▏    | 9/333 [00:12<06:43,  1.25s/it, loss=0.714, pair=0.005, adv=3.777, sprd=0.020]
Ep 029/60 [S2:+mat]:   3%|    | 10/333 [00:12<06:30,  1.21s/it, loss=0.714, pair=0.005, adv=3.777, sprd=0.020]
Ep 029/60 [S2:+mat]:   3%|    | 10/333 [00:13<06:30,  1.21s/it, loss=0.747, pair=0.014, adv=3.942, sprd=0.029]
Ep 029/60 [S2:+mat]:   3%|▏   | 11/333 [00:13<06:34,  1.22s/it, loss=0.747, pair=0.014, adv=3.942, sprd=0.029]
Ep 029/60 [S2:+mat]:   3%|▏   | 11/333 [00:14<06:34,  1.22s/it, loss=0.709, pair=0.005, adv=3.627, sprd=0.018]
Ep 029/60 [S2:+mat]:   4%|▏   | 12/333 [00:14<06:18,  1.18s/it, loss=0.709, pair=0.005, adv=3.627, sprd=0.018]
Ep 029/60 [S2:+mat]:   4%|▏   | 12/333 [00:16<06:18,  1.18s/it, loss=0.731, pair=0.009, adv=3.892, sprd=0.022]
Ep 029/60 [S2:+mat]:   4%|▏   | 13/333 [00:16<06:42,  1.26s/it, loss=0.731, pair=0.009, adv=3.892, sprd=0.022]
Ep 029/60 [S2:+mat]:   4%|▏   | 13/333 [00:17<06:42,  1.26s/it, loss=0.742, pair=0.009, adv=3.413, sprd=0.027]
Ep 029/60 [S2:+mat]:   4%|▏   | 14/333 [00:17<06:35,  1.24s/it, loss=0.742, pair=0.009, adv=3.413, sprd=0.027]
Ep 029/60 [S2:+mat]:   4%|▏   | 14/333 [00:18<06:35,  1.24s/it, loss=0.742, pair=0.012, adv=3.680, sprd=0.027]
Ep 029/60 [S2:+mat]:   5%|▏   | 15/333 [00:18<06:51,  1.29s/it, loss=0.742, pair=0.012, adv=3.680, sprd=0.027]
Ep 029/60 [S2:+mat]:   5%|▏   | 15/333 [00:19<06:51,  1.29s/it, loss=0.714, pair=0.009, adv=3.723, sprd=0.022]
Ep 029/60 [S2:+mat]:   5%|▏   | 16/333 [00:19<06:11,  1.17s/it, loss=0.714, pair=0.009, adv=3.723, sprd=0.022]
Ep 029/60 [S2:+mat]:   5%|▏   | 16/333 [00:20<06:11,  1.17s/it, loss=0.732, pair=0.012, adv=3.691, sprd=0.024]
Ep 029/60 [S2:+mat]:   5%|▏   | 17/333 [00:20<06:24,  1.22s/it, loss=0.732, pair=0.012, adv=3.691, sprd=0.024]
Ep 029/60 [S2:+mat]:   5%|▏   | 17/333 [00:22<06:24,  1.22s/it, loss=0.735, pair=0.006, adv=4.000, sprd=0.028]
Ep 029/60 [S2:+mat]:   5%|▏   | 18/333 [00:22<06:23,  1.22s/it, loss=0.735, pair=0.006, adv=4.000, sprd=0.028]
Ep 029/60 [S2:+mat]:   5%|▏   | 18/333 [00:23<06:23,  1.22s/it, loss=0.715, pair=0.009, adv=3.640, sprd=0.021]
Ep 029/60 [S2:+mat]:   6%|▏   | 19/333 [00:23<06:49,  1.30s/it, loss=0.715, pair=0.009, adv=3.640, sprd=0.021]
Ep 029/60 [S2:+mat]:   6%|▏   | 19/333 [00:24<06:49,  1.30s/it, loss=0.757, pair=0.009, adv=4.083, sprd=0.032]
Ep 029/60 [S2:+mat]:   6%|▏   | 20/333 [00:24<06:22,  1.22s/it, loss=0.757, pair=0.009, adv=4.083, sprd=0.032]
Ep 029/60 [S2:+mat]:   6%|▏   | 20/333 [00:26<06:22,  1.22s/it, loss=0.732, pair=0.007, adv=3.439, sprd=0.026]
Ep 029/60 [S2:+mat]:   6%|▎   | 21/333 [00:26<06:47,  1.30s/it, loss=0.732, pair=0.007, adv=3.439, sprd=0.026]
Ep 029/60 [S2:+mat]:   6%|▎   | 21/333 [00:27<06:47,  1.30s/it, loss=0.716, pair=0.007, adv=3.604, sprd=0.021]
Ep 029/60 [S2:+mat]:   7%|▎   | 22/333 [00:27<06:28,  1.25s/it, loss=0.716, pair=0.007, adv=3.604, sprd=0.021]
Ep 029/60 [S2:+mat]:   7%|▎   | 22/333 [00:28<06:28,  1.25s/it, loss=0.736, pair=0.005, adv=3.899, sprd=0.026]
Ep 029/60 [S2:+mat]:   7%|▎   | 23/333 [00:28<06:36,  1.28s/it, loss=0.736, pair=0.005, adv=3.899, sprd=0.026]
Ep 029/60 [S2:+mat]:   7%|▎   | 23/333 [00:29<06:36,  1.28s/it, loss=0.715, pair=0.001, adv=3.753, sprd=0.023]
Ep 029/60 [S2:+mat]:   7%|▎   | 24/333 [00:29<06:22,  1.24s/it, loss=0.715, pair=0.001, adv=3.753, sprd=0.023]
Ep 029/60 [S2:+mat]:   7%|▎   | 24/333 [00:30<06:22,  1.24s/it, loss=0.724, pair=0.007, adv=3.856, sprd=0.024]
Ep 029/60 [S2:+mat]:   8%|▎   | 25/333 [00:30<06:15,  1.22s/it, loss=0.724, pair=0.007, adv=3.856, sprd=0.024]
Ep 029/60 [S2:+mat]:   8%|▎   | 25/333 [00:32<06:15,  1.22s/it, loss=0.702, pair=0.010, adv=3.555, sprd=0.020]
Ep 029/60 [S2:+mat]:   8%|▎   | 26/333 [00:32<06:03,  1.19s/it, loss=0.702, pair=0.010, adv=3.555, sprd=0.020]
Ep 029/60 [S2:+mat]:   8%|▎   | 26/333 [00:33<06:03,  1.19s/it, loss=0.697, pair=0.009, adv=3.261, sprd=0.020]
Ep 029/60 [S2:+mat]:   8%|▎   | 27/333 [00:33<06:24,  1.26s/it, loss=0.697, pair=0.009, adv=3.261, sprd=0.020]
Ep 029/60 [S2:+mat]:   8%|▎   | 27/333 [00:34<06:24,  1.26s/it, loss=0.709, pair=0.009, adv=3.704, sprd=0.023]
Ep 029/60 [S2:+mat]:   8%|▎   | 28/333 [00:34<06:09,  1.21s/it, loss=0.709, pair=0.009, adv=3.704, sprd=0.023]
Ep 029/60 [S2:+mat]:   8%|▎   | 28/333 [00:35<06:09,  1.21s/it, loss=0.687, pair=0.007, adv=3.524, sprd=0.015]
Ep 029/60 [S2:+mat]:   9%|▎   | 29/333 [00:35<06:10,  1.22s/it, loss=0.687, pair=0.007, adv=3.524, sprd=0.015]
Ep 029/60 [S2:+mat]:   9%|▎   | 29/333 [00:36<06:10,  1.22s/it, loss=0.714, pair=0.008, adv=3.172, sprd=0.024]
Ep 029/60 [S2:+mat]:   9%|▎   | 30/333 [00:36<06:03,  1.20s/it, loss=0.714, pair=0.008, adv=3.172, sprd=0.024]
Ep 029/60 [S2:+mat]:   9%|▎   | 30/333 [00:38<06:03,  1.20s/it, loss=0.718, pair=0.006, adv=3.589, sprd=0.021]
Ep 029/60 [S2:+mat]:   9%|▎   | 31/333 [00:38<06:22,  1.27s/it, loss=0.718, pair=0.006, adv=3.589, sprd=0.021]
Ep 029/60 [S2:+mat]:   9%|▎   | 31/333 [00:39<06:22,  1.27s/it, loss=0.752, pair=0.011, adv=4.151, sprd=0.030]
Ep 029/60 [S2:+mat]:  10%|▍   | 32/333 [00:39<06:14,  1.24s/it, loss=0.752, pair=0.011, adv=4.151, sprd=0.030]
Ep 029/60 [S2:+mat]:  10%|▍   | 32/333 [00:40<06:14,  1.24s/it, loss=0.719, pair=0.011, adv=3.860, sprd=0.024]
Ep 029/60 [S2:+mat]:  10%|▍   | 33/333 [00:40<06:09,  1.23s/it, loss=0.719, pair=0.011, adv=3.860, sprd=0.024]
Ep 029/60 [S2:+mat]:  10%|▍   | 33/333 [00:41<06:09,  1.23s/it, loss=0.729, pair=0.007, adv=3.949, sprd=0.023]
Ep 029/60 [S2:+mat]:  10%|▍   | 34/333 [00:41<06:01,  1.21s/it, loss=0.729, pair=0.007, adv=3.949, sprd=0.023]
Ep 029/60 [S2:+mat]:  10%|▍   | 34/333 [00:43<06:01,  1.21s/it, loss=0.726, pair=0.010, adv=3.672, sprd=0.023]
Ep 029/60 [S2:+mat]:  11%|▍   | 35/333 [00:43<06:21,  1.28s/it, loss=0.726, pair=0.010, adv=3.672, sprd=0.023]
Ep 029/60 [S2:+mat]:  11%|▍   | 35/333 [00:44<06:21,  1.28s/it, loss=0.732, pair=0.011, adv=4.330, sprd=0.027]
Ep 029/60 [S2:+mat]:  11%|▍   | 36/333 [00:44<06:13,  1.26s/it, loss=0.732, pair=0.011, adv=4.330, sprd=0.027]
Ep 029/60 [S2:+mat]:  11%|▍   | 36/333 [00:45<06:13,  1.26s/it, loss=0.741, pair=0.009, adv=3.856, sprd=0.028]
Ep 029/60 [S2:+mat]:  11%|▍   | 37/333 [00:45<06:16,  1.27s/it, loss=0.741, pair=0.009, adv=3.856, sprd=0.028]
Ep 029/60 [S2:+mat]:  11%|▍   | 37/333 [00:47<06:16,  1.27s/it, loss=0.694, pair=0.006, adv=3.974, sprd=0.018]
Ep 029/60 [S2:+mat]:  11%|▍   | 38/333 [00:47<05:59,  1.22s/it, loss=0.694, pair=0.006, adv=3.974, sprd=0.018]
Ep 029/60 [S2:+mat]:  11%|▍   | 38/333 [00:48<05:59,  1.22s/it, loss=0.736, pair=0.003, adv=3.834, sprd=0.028]
Ep 029/60 [S2:+mat]:  12%|▍   | 39/333 [00:48<06:13,  1.27s/it, loss=0.736, pair=0.003, adv=3.834, sprd=0.028]
Ep 029/60 [S2:+mat]:  12%|▍   | 39/333 [00:49<06:13,  1.27s/it, loss=1.366, pair=2.125, adv=4.434, sprd=0.024]
Ep 029/60 [S2:+mat]:  12%|▍   | 40/333 [00:49<05:53,  1.21s/it, loss=1.366, pair=2.125, adv=4.434, sprd=0.024]
Ep 029/60 [S2:+mat]:  12%|▍   | 40/333 [00:50<05:53,  1.21s/it, loss=0.728, pair=0.008, adv=3.880, sprd=0.025]
Ep 029/60 [S2:+mat]:  12%|▍   | 41/333 [00:50<06:12,  1.28s/it, loss=0.728, pair=0.008, adv=3.880, sprd=0.025]
Ep 029/60 [S2:+mat]:  12%|▍   | 41/333 [00:52<06:12,  1.28s/it, loss=0.711, pair=0.011, adv=4.189, sprd=0.019]
Ep 029/60 [S2:+mat]:  13%|▌   | 42/333 [00:52<05:59,  1.24s/it, loss=0.711, pair=0.011, adv=4.189, sprd=0.019]
Ep 029/60 [S2:+mat]:  13%|▌   | 42/333 [00:53<05:59,  1.24s/it, loss=0.715, pair=0.001, adv=4.089, sprd=0.024]
Ep 029/60 [S2:+mat]:  13%|▌   | 43/333 [00:53<06:04,  1.26s/it, loss=0.715, pair=0.001, adv=4.089, sprd=0.024]
Ep 029/60 [S2:+mat]:  13%|▌   | 43/333 [00:54<06:04,  1.26s/it, loss=0.735, pair=0.004, adv=4.249, sprd=0.026]
Ep 029/60 [S2:+mat]:  13%|▌   | 44/333 [00:54<05:37,  1.17s/it, loss=0.735, pair=0.004, adv=4.249, sprd=0.026]
Ep 029/60 [S2:+mat]:  13%|▌   | 44/333 [00:55<05:37,  1.17s/it, loss=0.724, pair=0.006, adv=4.142, sprd=0.021]
Ep 029/60 [S2:+mat]:  14%|▌   | 45/333 [00:55<05:52,  1.22s/it, loss=0.724, pair=0.006, adv=4.142, sprd=0.021]
Ep 029/60 [S2:+mat]:  14%|▌   | 45/333 [00:56<05:52,  1.22s/it, loss=0.726, pair=0.011, adv=3.718, sprd=0.024]
Ep 029/60 [S2:+mat]:  14%|▌   | 46/333 [00:56<05:42,  1.19s/it, loss=0.726, pair=0.011, adv=3.718, sprd=0.024]
Ep 029/60 [S2:+mat]:  14%|▌   | 46/333 [00:57<05:42,  1.19s/it, loss=0.725, pair=0.006, adv=3.792, sprd=0.022]
Ep 029/60 [S2:+mat]:  14%|▌   | 47/333 [00:57<05:41,  1.19s/it, loss=0.725, pair=0.006, adv=3.792, sprd=0.022]
Ep 029/60 [S2:+mat]:  14%|▌   | 47/333 [00:59<05:41,  1.19s/it, loss=0.740, pair=0.012, adv=3.813, sprd=0.028]
Ep 029/60 [S2:+mat]:  14%|▌   | 48/333 [00:59<05:40,  1.20s/it, loss=0.740, pair=0.012, adv=3.813, sprd=0.028]
Ep 029/60 [S2:+mat]:  14%|▌   | 48/333 [01:00<05:40,  1.20s/it, loss=0.730, pair=0.017, adv=3.491, sprd=0.024]
Ep 029/60 [S2:+mat]:  15%|▌   | 49/333 [01:00<05:55,  1.25s/it, loss=0.730, pair=0.017, adv=3.491, sprd=0.024]
Ep 029/60 [S2:+mat]:  15%|▌   | 49/333 [01:01<05:55,  1.25s/it, loss=0.732, pair=0.018, adv=4.113, sprd=0.026]
Ep 029/60 [S2:+mat]:  15%|▌   | 50/333 [01:01<05:44,  1.22s/it, loss=0.732, pair=0.018, adv=4.113, sprd=0.026]
Ep 029/60 [S2:+mat]:  15%|▌   | 50/333 [01:02<05:44,  1.22s/it, loss=0.736, pair=0.010, adv=3.818, sprd=0.028]
Ep 029/60 [S2:+mat]:  15%|▌   | 51/333 [01:02<05:48,  1.24s/it, loss=0.736, pair=0.010, adv=3.818, sprd=0.028]
Ep 029/60 [S2:+mat]:  15%|▌   | 51/333 [01:04<05:48,  1.24s/it, loss=0.700, pair=0.007, adv=3.791, sprd=0.020]
Ep 029/60 [S2:+mat]:  16%|▌   | 52/333 [01:04<05:41,  1.22s/it, loss=0.700, pair=0.007, adv=3.791, sprd=0.020]
Ep 029/60 [S2:+mat]:  16%|▌   | 52/333 [01:05<05:41,  1.22s/it, loss=0.715, pair=0.001, adv=3.524, sprd=0.021]
Ep 029/60 [S2:+mat]:  16%|▋   | 53/333 [01:05<05:55,  1.27s/it, loss=0.715, pair=0.001, adv=3.524, sprd=0.021]
Ep 029/60 [S2:+mat]:  16%|▋   | 53/333 [01:06<05:55,  1.27s/it, loss=0.752, pair=0.011, adv=3.571, sprd=0.030]
Ep 029/60 [S2:+mat]:  16%|▋   | 54/333 [01:06<05:38,  1.21s/it, loss=0.752, pair=0.011, adv=3.571, sprd=0.030]
Ep 029/60 [S2:+mat]:  16%|▋   | 54/333 [01:08<05:38,  1.21s/it, loss=0.721, pair=0.000, adv=3.885, sprd=0.023]
Ep 029/60 [S2:+mat]:  17%|▋   | 55/333 [01:08<06:01,  1.30s/it, loss=0.721, pair=0.000, adv=3.885, sprd=0.023]
Ep 029/60 [S2:+mat]:  17%|▋   | 55/333 [01:09<06:01,  1.30s/it, loss=0.719, pair=0.018, adv=3.509, sprd=0.021]
Ep 029/60 [S2:+mat]:  17%|▋   | 56/333 [01:09<05:47,  1.25s/it, loss=0.719, pair=0.018, adv=3.509, sprd=0.021]
Ep 029/60 [S2:+mat]:  17%|▋   | 56/333 [01:10<05:47,  1.25s/it, loss=0.704, pair=0.007, adv=3.644, sprd=0.019]
Ep 029/60 [S2:+mat]:  17%|▋   | 57/333 [01:10<05:48,  1.26s/it, loss=0.704, pair=0.007, adv=3.644, sprd=0.019]
Ep 029/60 [S2:+mat]:  17%|▋   | 57/333 [01:11<05:48,  1.26s/it, loss=0.729, pair=0.001, adv=4.176, sprd=0.026]
Ep 029/60 [S2:+mat]:  17%|▋   | 58/333 [01:11<05:38,  1.23s/it, loss=0.729, pair=0.001, adv=4.176, sprd=0.026]
Ep 029/60 [S2:+mat]:  17%|▋   | 58/333 [01:13<05:38,  1.23s/it, loss=0.732, pair=0.003, adv=4.288, sprd=0.027]
Ep 029/60 [S2:+mat]:  18%|▋   | 59/333 [01:13<05:54,  1.29s/it, loss=0.732, pair=0.003, adv=4.288, sprd=0.027]
Ep 029/60 [S2:+mat]:  18%|▋   | 59/333 [01:14<05:54,  1.29s/it, loss=0.737, pair=0.005, adv=3.587, sprd=0.028]
Ep 029/60 [S2:+mat]:  18%|▋   | 60/333 [01:14<05:45,  1.27s/it, loss=0.737, pair=0.005, adv=3.587, sprd=0.028]
Ep 029/60 [S2:+mat]:  18%|▋   | 60/333 [01:15<05:45,  1.27s/it, loss=0.709, pair=0.001, adv=3.010, sprd=0.026]
Ep 029/60 [S2:+mat]:  18%|▋   | 61/333 [01:15<05:40,  1.25s/it, loss=0.709, pair=0.001, adv=3.010, sprd=0.026]
Ep 029/60 [S2:+mat]:  18%|▋   | 61/333 [01:16<05:40,  1.25s/it, loss=0.696, pair=0.006, adv=4.020, sprd=0.018]
Ep 029/60 [S2:+mat]:  19%|▋   | 62/333 [01:16<05:28,  1.21s/it, loss=0.696, pair=0.006, adv=4.020, sprd=0.018]
Ep 029/60 [S2:+mat]:  19%|▋   | 62/333 [01:17<05:28,  1.21s/it, loss=0.716, pair=0.007, adv=3.761, sprd=0.022]
Ep 029/60 [S2:+mat]:  19%|▊   | 63/333 [01:17<05:21,  1.19s/it, loss=0.716, pair=0.007, adv=3.761, sprd=0.022]
Ep 029/60 [S2:+mat]:  19%|▊   | 63/333 [01:19<05:21,  1.19s/it, loss=0.718, pair=0.000, adv=3.906, sprd=0.025]
Ep 029/60 [S2:+mat]:  19%|▊   | 64/333 [01:19<05:18,  1.18s/it, loss=0.718, pair=0.000, adv=3.906, sprd=0.025]
Ep 029/60 [S2:+mat]:  19%|▊   | 64/333 [01:20<05:18,  1.18s/it, loss=0.723, pair=0.002, adv=3.660, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 65/333 [01:20<05:34,  1.25s/it, loss=0.723, pair=0.002, adv=3.660, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 65/333 [01:21<05:34,  1.25s/it, loss=0.732, pair=0.020, adv=3.947, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 66/333 [01:21<05:18,  1.19s/it, loss=0.732, pair=0.020, adv=3.947, sprd=0.022]
Ep 029/60 [S2:+mat]:  20%|▊   | 66/333 [01:22<05:18,  1.19s/it, loss=0.795, pair=0.015, adv=3.528, sprd=0.019]
Ep 029/60 [S2:+mat]:  20%|▊   | 67/333 [01:22<05:23,  1.22s/it, loss=0.795, pair=0.015, adv=3.528, sprd=0.019]
Ep 029/60 [S2:+mat]:  20%|▊   | 67/333 [01:23<05:23,  1.22s/it, loss=0.716, pair=0.011, adv=3.997, sprd=0.023]
Ep 029/60 [S2:+mat]:  20%|▊   | 68/333 [01:23<05:17,  1.20s/it, loss=0.716, pair=0.011, adv=3.997, sprd=0.023]
Ep 029/60 [S2:+mat]:  20%|▊   | 68/333 [01:25<05:17,  1.20s/it, loss=0.720, pair=0.005, adv=3.630, sprd=0.023]
Ep 029/60 [S2:+mat]:  21%|▊   | 69/333 [01:25<05:37,  1.28s/it, loss=0.720, pair=0.005, adv=3.630, sprd=0.023]
Ep 029/60 [S2:+mat]:  21%|▊   | 69/333 [01:26<05:37,  1.28s/it, loss=0.704, pair=0.010, adv=3.433, sprd=0.021]
Ep 029/60 [S2:+mat]:  21%|▊   | 70/333 [01:26<05:19,  1.22s/it, loss=0.704, pair=0.010, adv=3.433, sprd=0.021]
Ep 029/60 [S2:+mat]:  21%|▊   | 70/333 [01:27<05:19,  1.22s/it, loss=0.739, pair=0.015, adv=4.107, sprd=0.027]
Ep 029/60 [S2:+mat]:  21%|▊   | 71/333 [01:27<05:27,  1.25s/it, loss=0.739, pair=0.015, adv=4.107, sprd=0.027]
Ep 029/60 [S2:+mat]:  21%|▊   | 71/333 [01:28<05:27,  1.25s/it, loss=0.720, pair=0.015, adv=4.150, sprd=0.021]
Ep 029/60 [S2:+mat]:  22%|▊   | 72/333 [01:28<04:47,  1.10s/it, loss=0.720, pair=0.015, adv=4.150, sprd=0.021]
Ep 029/60 [S2:+mat]:  22%|▊   | 72/333 [01:29<04:47,  1.10s/it, loss=0.717, pair=0.007, adv=3.294, sprd=0.024]
Ep 029/60 [S2:+mat]:  22%|▉   | 73/333 [01:29<05:06,  1.18s/it, loss=0.717, pair=0.007, adv=3.294, sprd=0.024]
Ep 029/60 [S2:+mat]:  22%|▉   | 73/333 [01:31<05:06,  1.18s/it, loss=0.716, pair=0.014, adv=3.817, sprd=0.022]
Ep 029/60 [S2:+mat]:  22%|▉   | 74/333 [01:31<05:03,  1.17s/it, loss=0.716, pair=0.014, adv=3.817, sprd=0.022]
Ep 029/60 [S2:+mat]:  22%|▉   | 74/333 [01:32<05:03,  1.17s/it, loss=0.730, pair=0.006, adv=3.591, sprd=0.024]
Ep 029/60 [S2:+mat]:  23%|▉   | 75/333 [01:32<05:24,  1.26s/it, loss=0.730, pair=0.006, adv=3.591, sprd=0.024]
Ep 029/60 [S2:+mat]:  23%|▉   | 75/333 [01:33<05:24,  1.26s/it, loss=0.712, pair=0.008, adv=3.713, sprd=0.020]
Ep 029/60 [S2:+mat]:  23%|▉   | 76/333 [01:33<05:12,  1.22s/it, loss=0.712, pair=0.008, adv=3.713, sprd=0.020]
Ep 029/60 [S2:+mat]:  23%|▉   | 76/333 [01:35<05:12,  1.22s/it, loss=0.701, pair=0.022, adv=3.220, sprd=0.019]
Ep 029/60 [S2:+mat]:  23%|▉   | 77/333 [01:35<05:25,  1.27s/it, loss=0.701, pair=0.022, adv=3.220, sprd=0.019]
Ep 029/60 [S2:+mat]:  23%|▉   | 77/333 [01:36<05:25,  1.27s/it, loss=0.700, pair=0.025, adv=3.836, sprd=0.016]
Ep 029/60 [S2:+mat]:  23%|▉   | 78/333 [01:36<05:10,  1.22s/it, loss=0.700, pair=0.025, adv=3.836, sprd=0.016]
Ep 029/60 [S2:+mat]:  23%|▉   | 78/333 [01:37<05:10,  1.22s/it, loss=0.733, pair=0.017, adv=3.630, sprd=0.025]
Ep 029/60 [S2:+mat]:  24%|▉   | 79/333 [01:37<05:19,  1.26s/it, loss=0.733, pair=0.017, adv=3.630, sprd=0.025]
Ep 029/60 [S2:+mat]:  24%|▉   | 79/333 [01:38<05:19,  1.26s/it, loss=0.730, pair=0.004, adv=3.899, sprd=0.025]
Ep 029/60 [S2:+mat]:  24%|▉   | 80/333 [01:38<05:12,  1.23s/it, loss=0.730, pair=0.004, adv=3.899, sprd=0.025]
Ep 029/60 [S2:+mat]:  24%|▉   | 80/333 [01:39<05:12,  1.23s/it, loss=0.705, pair=0.008, adv=4.280, sprd=0.017]
Ep 029/60 [S2:+mat]:  24%|▉   | 81/333 [01:39<05:18,  1.26s/it, loss=0.705, pair=0.008, adv=4.280, sprd=0.017]
Ep 029/60 [S2:+mat]:  24%|▉   | 81/333 [01:41<05:18,  1.26s/it, loss=0.716, pair=0.009, adv=3.806, sprd=0.023]
Ep 029/60 [S2:+mat]:  25%|▉   | 82/333 [01:41<05:09,  1.23s/it, loss=0.716, pair=0.009, adv=3.806, sprd=0.023]
Ep 029/60 [S2:+mat]:  25%|▉   | 82/333 [01:42<05:09,  1.23s/it, loss=0.718, pair=0.014, adv=4.136, sprd=0.020]
Ep 029/60 [S2:+mat]:  25%|▉   | 83/333 [01:42<05:22,  1.29s/it, loss=0.718, pair=0.014, adv=4.136, sprd=0.020]
Ep 029/60 [S2:+mat]:  25%|▉   | 83/333 [01:43<05:22,  1.29s/it, loss=0.720, pair=0.004, adv=4.273, sprd=0.024]
Ep 029/60 [S2:+mat]:  25%|█   | 84/333 [01:43<04:54,  1.18s/it, loss=0.720, pair=0.004, adv=4.273, sprd=0.024]
Ep 029/60 [S2:+mat]:  25%|█   | 84/333 [01:44<04:54,  1.18s/it, loss=0.824, pair=0.015, adv=4.393, sprd=0.028]
Ep 029/60 [S2:+mat]:  26%|█   | 85/333 [01:44<05:10,  1.25s/it, loss=0.824, pair=0.015, adv=4.393, sprd=0.028]
Ep 029/60 [S2:+mat]:  26%|█   | 85/333 [01:46<05:10,  1.25s/it, loss=0.715, pair=0.007, adv=3.842, sprd=0.021]
Ep 029/60 [S2:+mat]:  26%|█   | 86/333 [01:46<05:01,  1.22s/it, loss=0.715, pair=0.007, adv=3.842, sprd=0.021]
Ep 029/60 [S2:+mat]:  26%|█   | 86/333 [01:47<05:01,  1.22s/it, loss=0.741, pair=0.000, adv=4.170, sprd=0.025]
Ep 029/60 [S2:+mat]:  26%|█   | 87/333 [01:47<05:19,  1.30s/it, loss=0.741, pair=0.000, adv=4.170, sprd=0.025]
Ep 029/60 [S2:+mat]:  26%|█   | 87/333 [01:48<05:19,  1.30s/it, loss=0.737, pair=0.003, adv=4.309, sprd=0.027]
Ep 029/60 [S2:+mat]:  26%|█   | 88/333 [01:48<04:57,  1.21s/it, loss=0.737, pair=0.003, adv=4.309, sprd=0.027]
Ep 029/60 [S2:+mat]:  26%|█   | 88/333 [01:49<04:57,  1.21s/it, loss=0.722, pair=0.003, adv=4.255, sprd=0.024]
Ep 029/60 [S2:+mat]:  27%|█   | 89/333 [01:49<04:47,  1.18s/it, loss=0.722, pair=0.003, adv=4.255, sprd=0.024]
Ep 029/60 [S2:+mat]:  27%|█   | 89/333 [01:50<04:47,  1.18s/it, loss=0.720, pair=0.003, adv=4.089, sprd=0.024]
Ep 029/60 [S2:+mat]:  27%|█   | 90/333 [01:50<04:41,  1.16s/it, loss=0.720, pair=0.003, adv=4.089, sprd=0.024]
Ep 029/60 [S2:+mat]:  27%|█   | 90/333 [01:52<04:41,  1.16s/it, loss=0.738, pair=0.017, adv=4.164, sprd=0.029]
Ep 029/60 [S2:+mat]:  27%|█   | 91/333 [01:52<05:02,  1.25s/it, loss=0.738, pair=0.017, adv=4.164, sprd=0.029]
Ep 029/60 [S2:+mat]:  27%|█   | 91/333 [01:53<05:02,  1.25s/it, loss=0.739, pair=0.010, adv=4.184, sprd=0.028]
Ep 029/60 [S2:+mat]:  28%|█   | 92/333 [01:53<04:54,  1.22s/it, loss=0.739, pair=0.010, adv=4.184, sprd=0.028]
Ep 029/60 [S2:+mat]:  28%|█   | 92/333 [01:54<04:54,  1.22s/it, loss=0.721, pair=0.006, adv=4.540, sprd=0.025]
Ep 029/60 [S2:+mat]:  28%|█   | 93/333 [01:54<04:53,  1.22s/it, loss=0.721, pair=0.006, adv=4.540, sprd=0.025]
Ep 029/60 [S2:+mat]:  28%|█   | 93/333 [01:55<04:53,  1.22s/it, loss=0.729, pair=0.012, adv=3.335, sprd=0.024]
Ep 029/60 [S2:+mat]:  28%|█▏  | 94/333 [01:55<04:50,  1.21s/it, loss=0.729, pair=0.012, adv=3.335, sprd=0.024]
Ep 029/60 [S2:+mat]:  28%|█▏  | 94/333 [01:57<04:50,  1.21s/it, loss=0.803, pair=0.006, adv=4.298, sprd=0.024]
Ep 029/60 [S2:+mat]:  29%|█▏  | 95/333 [01:57<05:00,  1.26s/it, loss=0.803, pair=0.006, adv=4.298, sprd=0.024]
Ep 029/60 [S2:+mat]:  29%|█▏  | 95/333 [01:58<05:00,  1.26s/it, loss=0.745, pair=0.008, adv=4.889, sprd=0.029]
Ep 029/60 [S2:+mat]:  29%|█▏  | 96/333 [01:58<04:33,  1.15s/it, loss=0.745, pair=0.008, adv=4.889, sprd=0.029]
Ep 029/60 [S2:+mat]:  29%|█▏  | 96/333 [01:59<04:33,  1.15s/it, loss=0.729, pair=0.002, adv=4.054, sprd=0.024]
Ep 029/60 [S2:+mat]:  29%|█▏  | 97/333 [01:59<04:54,  1.25s/it, loss=0.729, pair=0.002, adv=4.054, sprd=0.024]
Ep 029/60 [S2:+mat]:  29%|█▏  | 97/333 [02:00<04:54,  1.25s/it, loss=0.712, pair=0.005, adv=4.137, sprd=0.020]
Ep 029/60 [S2:+mat]:  29%|█▏  | 98/333 [02:00<04:46,  1.22s/it, loss=0.712, pair=0.005, adv=4.137, sprd=0.020]
Ep 029/60 [S2:+mat]:  29%|█▏  | 98/333 [02:01<04:46,  1.22s/it, loss=0.716, pair=0.021, adv=3.968, sprd=0.018]
Ep 029/60 [S2:+mat]:  30%|█▏  | 99/333 [02:01<04:49,  1.24s/it, loss=0.716, pair=0.021, adv=3.968, sprd=0.018]
Ep 029/60 [S2:+mat]:  30%|█▏  | 99/333 [02:03<04:49,  1.24s/it, loss=0.718, pair=0.012, adv=4.397, sprd=0.022]
Ep 029/60 [S2:+mat]:  30%|▉  | 100/333 [02:03<04:43,  1.22s/it, loss=0.718, pair=0.012, adv=4.397, sprd=0.022]
Ep 029/60 [S2:+mat]:  30%|▉  | 100/333 [02:04<04:43,  1.22s/it, loss=0.692, pair=0.008, adv=4.660, sprd=0.019]
Ep 029/60 [S2:+mat]:  30%|▉  | 101/333 [02:04<04:54,  1.27s/it, loss=0.692, pair=0.008, adv=4.660, sprd=0.019]
Ep 029/60 [S2:+mat]:  30%|▉  | 101/333 [02:05<04:54,  1.27s/it, loss=0.712, pair=0.023, adv=4.596, sprd=0.019]
Ep 029/60 [S2:+mat]:  31%|▉  | 102/333 [02:05<04:44,  1.23s/it, loss=0.712, pair=0.023, adv=4.596, sprd=0.019]
Ep 029/60 [S2:+mat]:  31%|▉  | 102/333 [02:07<04:44,  1.23s/it, loss=0.721, pair=0.005, adv=4.476, sprd=0.022]
Ep 029/60 [S2:+mat]:  31%|▉  | 103/333 [02:07<04:54,  1.28s/it, loss=0.721, pair=0.005, adv=4.476, sprd=0.022]
Ep 029/60 [S2:+mat]:  31%|▉  | 103/333 [02:08<04:54,  1.28s/it, loss=0.720, pair=0.014, adv=3.755, sprd=0.022]
Ep 029/60 [S2:+mat]:  31%|▉  | 104/333 [02:08<04:44,  1.24s/it, loss=0.720, pair=0.014, adv=3.755, sprd=0.022]
Ep 029/60 [S2:+mat]:  31%|▉  | 104/333 [02:09<04:44,  1.24s/it, loss=0.713, pair=0.009, adv=3.786, sprd=0.019]
Ep 029/60 [S2:+mat]:  32%|▉  | 105/333 [02:09<04:49,  1.27s/it, loss=0.713, pair=0.009, adv=3.786, sprd=0.019]
Ep 029/60 [S2:+mat]:  32%|▉  | 105/333 [02:10<04:49,  1.27s/it, loss=0.700, pair=0.009, adv=4.106, sprd=0.017]
Ep 029/60 [S2:+mat]:  32%|▉  | 106/333 [02:10<04:16,  1.13s/it, loss=0.700, pair=0.009, adv=4.106, sprd=0.017]
Ep 029/60 [S2:+mat]:  32%|▉  | 106/333 [02:11<04:16,  1.13s/it, loss=0.737, pair=0.011, adv=4.438, sprd=0.028]
Ep 029/60 [S2:+mat]:  32%|▉  | 107/333 [02:11<04:34,  1.21s/it, loss=0.737, pair=0.011, adv=4.438, sprd=0.028]
Ep 029/60 [S2:+mat]:  32%|▉  | 107/333 [02:12<04:34,  1.21s/it, loss=0.726, pair=0.002, adv=4.221, sprd=0.025]
Ep 029/60 [S2:+mat]:  32%|▉  | 108/333 [02:12<04:30,  1.20s/it, loss=0.726, pair=0.002, adv=4.221, sprd=0.025]
Ep 029/60 [S2:+mat]:  32%|▉  | 108/333 [02:14<04:30,  1.20s/it, loss=0.749, pair=0.015, adv=4.440, sprd=0.029]
Ep 029/60 [S2:+mat]:  33%|▉  | 109/333 [02:14<04:51,  1.30s/it, loss=0.749, pair=0.015, adv=4.440, sprd=0.029]
Ep 029/60 [S2:+mat]:  33%|▉  | 109/333 [02:15<04:51,  1.30s/it, loss=0.725, pair=0.005, adv=3.980, sprd=0.025]
Ep 029/60 [S2:+mat]:  33%|▉  | 110/333 [02:15<04:41,  1.26s/it, loss=0.725, pair=0.005, adv=3.980, sprd=0.025]
Ep 029/60 [S2:+mat]:  33%|▉  | 110/333 [02:17<04:41,  1.26s/it, loss=0.720, pair=0.005, adv=3.709, sprd=0.022]
Ep 029/60 [S2:+mat]:  33%|█  | 111/333 [02:17<04:48,  1.30s/it, loss=0.720, pair=0.005, adv=3.709, sprd=0.022]
Ep 029/60 [S2:+mat]:  33%|█  | 111/333 [02:18<04:48,  1.30s/it, loss=0.710, pair=0.014, adv=3.546, sprd=0.020]
Ep 029/60 [S2:+mat]:  34%|█  | 112/333 [02:18<04:38,  1.26s/it, loss=0.710, pair=0.014, adv=3.546, sprd=0.020]
Ep 029/60 [S2:+mat]:  34%|█  | 112/333 [02:19<04:38,  1.26s/it, loss=0.837, pair=0.010, adv=4.471, sprd=0.031]
Ep 029/60 [S2:+mat]:  34%|█  | 113/333 [02:19<04:42,  1.29s/it, loss=0.837, pair=0.010, adv=4.471, sprd=0.031]
Ep 029/60 [S2:+mat]:  34%|█  | 113/333 [02:20<04:42,  1.29s/it, loss=0.725, pair=0.006, adv=4.215, sprd=0.025]
Ep 029/60 [S2:+mat]:  34%|█  | 114/333 [02:20<04:36,  1.26s/it, loss=0.725, pair=0.006, adv=4.215, sprd=0.025]
Ep 029/60 [S2:+mat]:  34%|█  | 114/333 [02:22<04:36,  1.26s/it, loss=0.709, pair=0.001, adv=4.391, sprd=0.020]
Ep 029/60 [S2:+mat]:  35%|█  | 115/333 [02:22<04:39,  1.28s/it, loss=0.709, pair=0.001, adv=4.391, sprd=0.020]
Ep 029/60 [S2:+mat]:  35%|█  | 115/333 [02:23<04:39,  1.28s/it, loss=0.735, pair=0.003, adv=4.295, sprd=0.026]
Ep 029/60 [S2:+mat]:  35%|█  | 116/333 [02:23<04:24,  1.22s/it, loss=0.735, pair=0.003, adv=4.295, sprd=0.026]
Ep 029/60 [S2:+mat]:  35%|█  | 116/333 [02:24<04:24,  1.22s/it, loss=0.698, pair=0.002, adv=3.784, sprd=0.018]
Ep 029/60 [S2:+mat]:  35%|█  | 117/333 [02:24<04:35,  1.27s/it, loss=0.698, pair=0.002, adv=3.784, sprd=0.018]
Ep 029/60 [S2:+mat]:  35%|█  | 117/333 [02:25<04:35,  1.27s/it, loss=0.723, pair=0.000, adv=3.693, sprd=0.023]
Ep 029/60 [S2:+mat]:  35%|█  | 118/333 [02:25<04:28,  1.25s/it, loss=0.723, pair=0.000, adv=3.693, sprd=0.023]
Ep 029/60 [S2:+mat]:  35%|█  | 118/333 [02:27<04:28,  1.25s/it, loss=0.737, pair=0.011, adv=4.007, sprd=0.027]
Ep 029/60 [S2:+mat]:  36%|█  | 119/333 [02:27<04:32,  1.27s/it, loss=0.737, pair=0.011, adv=4.007, sprd=0.027]
Ep 029/60 [S2:+mat]:  36%|█  | 119/333 [02:28<04:32,  1.27s/it, loss=0.736, pair=0.017, adv=4.235, sprd=0.028]
Ep 029/60 [S2:+mat]:  36%|█  | 120/333 [02:28<04:24,  1.24s/it, loss=0.736, pair=0.017, adv=4.235, sprd=0.028]
Ep 029/60 [S2:+mat]:  36%|█  | 120/333 [02:29<04:24,  1.24s/it, loss=0.725, pair=0.003, adv=4.285, sprd=0.024]
Ep 029/60 [S2:+mat]:  36%|█  | 121/333 [02:29<04:31,  1.28s/it, loss=0.725, pair=0.003, adv=4.285, sprd=0.024]
Ep 029/60 [S2:+mat]:  36%|█  | 121/333 [02:30<04:31,  1.28s/it, loss=0.734, pair=0.004, adv=3.674, sprd=0.027]
Ep 029/60 [S2:+mat]:  37%|█  | 122/333 [02:30<04:13,  1.20s/it, loss=0.734, pair=0.004, adv=3.674, sprd=0.027]
Ep 029/60 [S2:+mat]:  37%|█  | 122/333 [02:31<04:13,  1.20s/it, loss=0.726, pair=0.014, adv=3.653, sprd=0.020]
Ep 029/60 [S2:+mat]:  37%|█  | 123/333 [02:31<04:21,  1.25s/it, loss=0.726, pair=0.014, adv=3.653, sprd=0.020]
Ep 029/60 [S2:+mat]:  37%|█  | 123/333 [02:33<04:21,  1.25s/it, loss=0.730, pair=0.000, adv=3.895, sprd=0.022]
Ep 029/60 [S2:+mat]:  37%|█  | 124/333 [02:33<04:12,  1.21s/it, loss=0.730, pair=0.000, adv=3.895, sprd=0.022]
Ep 029/60 [S2:+mat]:  37%|█  | 124/333 [02:34<04:12,  1.21s/it, loss=0.721, pair=0.007, adv=3.594, sprd=0.019]
Ep 029/60 [S2:+mat]:  38%|█▏ | 125/333 [02:34<04:18,  1.24s/it, loss=0.721, pair=0.007, adv=3.594, sprd=0.019]
Ep 029/60 [S2:+mat]:  38%|█▏ | 125/333 [02:35<04:18,  1.24s/it, loss=0.733, pair=0.007, adv=3.659, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 126/333 [02:35<04:11,  1.22s/it, loss=0.733, pair=0.007, adv=3.659, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 126/333 [02:36<04:11,  1.22s/it, loss=0.707, pair=0.001, adv=3.597, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 127/333 [02:36<04:17,  1.25s/it, loss=0.707, pair=0.001, adv=3.597, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 127/333 [02:38<04:17,  1.25s/it, loss=0.691, pair=0.002, adv=3.106, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 128/333 [02:38<04:08,  1.21s/it, loss=0.691, pair=0.002, adv=3.106, sprd=0.021]
Ep 029/60 [S2:+mat]:  38%|█▏ | 128/333 [02:39<04:08,  1.21s/it, loss=0.736, pair=0.032, adv=4.068, sprd=0.026]
Ep 029/60 [S2:+mat]:  39%|█▏ | 129/333 [02:39<04:16,  1.26s/it, loss=0.736, pair=0.032, adv=4.068, sprd=0.026]
Ep 029/60 [S2:+mat]:  39%|█▏ | 129/333 [02:40<04:16,  1.26s/it, loss=0.725, pair=0.004, adv=3.466, sprd=0.021]
Ep 029/60 [S2:+mat]:  39%|█▏ | 130/333 [02:40<04:05,  1.21s/it, loss=0.725, pair=0.004, adv=3.466, sprd=0.021]
Ep 029/60 [S2:+mat]:  39%|█▏ | 130/333 [02:41<04:05,  1.21s/it, loss=0.816, pair=0.016, adv=3.897, sprd=0.023]
Ep 029/60 [S2:+mat]:  39%|█▏ | 131/333 [02:41<04:14,  1.26s/it, loss=0.816, pair=0.016, adv=3.897, sprd=0.023]
Ep 029/60 [S2:+mat]:  39%|█▏ | 131/333 [02:42<04:14,  1.26s/it, loss=0.693, pair=0.000, adv=3.551, sprd=0.014]
Ep 029/60 [S2:+mat]:  40%|█▏ | 132/333 [02:42<04:03,  1.21s/it, loss=0.693, pair=0.000, adv=3.551, sprd=0.014]
Ep 029/60 [S2:+mat]:  40%|█▏ | 132/333 [02:44<04:03,  1.21s/it, loss=0.733, pair=0.012, adv=3.945, sprd=0.025]
Ep 029/60 [S2:+mat]:  40%|█▏ | 133/333 [02:44<04:21,  1.31s/it, loss=0.733, pair=0.012, adv=3.945, sprd=0.025]
Ep 029/60 [S2:+mat]:  40%|█▏ | 133/333 [02:45<04:21,  1.31s/it, loss=1.276, pair=1.807, adv=4.103, sprd=0.028]
Ep 029/60 [S2:+mat]:  40%|█▏ | 134/333 [02:45<04:07,  1.24s/it, loss=1.276, pair=1.807, adv=4.103, sprd=0.028]
Ep 029/60 [S2:+mat]:  40%|█▏ | 134/333 [02:46<04:07,  1.24s/it, loss=0.719, pair=0.009, adv=4.306, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 135/333 [02:46<04:14,  1.28s/it, loss=0.719, pair=0.009, adv=4.306, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 135/333 [02:48<04:14,  1.28s/it, loss=0.709, pair=0.024, adv=3.862, sprd=0.018]
Ep 029/60 [S2:+mat]:  41%|█▏ | 136/333 [02:48<04:02,  1.23s/it, loss=0.709, pair=0.024, adv=3.862, sprd=0.018]
Ep 029/60 [S2:+mat]:  41%|█▏ | 136/333 [02:49<04:02,  1.23s/it, loss=0.725, pair=0.006, adv=4.298, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 137/333 [02:49<04:05,  1.26s/it, loss=0.725, pair=0.006, adv=4.298, sprd=0.024]
Ep 029/60 [S2:+mat]:  41%|█▏ | 137/333 [02:50<04:05,  1.26s/it, loss=0.722, pair=0.016, adv=3.613, sprd=0.023]
Ep 029/60 [S2:+mat]:  41%|█▏ | 138/333 [02:50<04:00,  1.23s/it, loss=0.722, pair=0.016, adv=3.613, sprd=0.023]
Ep 029/60 [S2:+mat]:  41%|█▏ | 138/333 [02:51<04:00,  1.23s/it, loss=0.706, pair=0.004, adv=4.335, sprd=0.020]
Ep 029/60 [S2:+mat]:  42%|█▎ | 139/333 [02:51<04:00,  1.24s/it, loss=0.706, pair=0.004, adv=4.335, sprd=0.020]
Ep 029/60 [S2:+mat]:  42%|█▎ | 139/333 [02:52<04:00,  1.24s/it, loss=0.692, pair=0.005, adv=3.556, sprd=0.017]
Ep 029/60 [S2:+mat]:  42%|█▎ | 140/333 [02:52<03:48,  1.18s/it, loss=0.692, pair=0.005, adv=3.556, sprd=0.017]
Ep 029/60 [S2:+mat]:  42%|█▎ | 140/333 [02:54<03:48,  1.18s/it, loss=0.723, pair=0.004, adv=4.040, sprd=0.024]
Ep 029/60 [S2:+mat]:  42%|█▎ | 141/333 [02:54<03:58,  1.24s/it, loss=0.723, pair=0.004, adv=4.040, sprd=0.024]
Ep 029/60 [S2:+mat]:  42%|█▎ | 141/333 [02:55<03:58,  1.24s/it, loss=0.710, pair=0.011, adv=4.612, sprd=0.021]
Ep 029/60 [S2:+mat]:  43%|█▎ | 142/333 [02:55<03:41,  1.16s/it, loss=0.710, pair=0.011, adv=4.612, sprd=0.021]
Ep 029/60 [S2:+mat]:  43%|█▎ | 142/333 [02:56<03:41,  1.16s/it, loss=0.718, pair=0.003, adv=3.840, sprd=0.022]
Ep 029/60 [S2:+mat]:  43%|█▎ | 143/333 [02:56<03:53,  1.23s/it, loss=0.718, pair=0.003, adv=3.840, sprd=0.022]
Ep 029/60 [S2:+mat]:  43%|█▎ | 143/333 [02:57<03:53,  1.23s/it, loss=0.728, pair=0.004, adv=3.710, sprd=0.027]
Ep 029/60 [S2:+mat]:  43%|█▎ | 144/333 [02:57<03:49,  1.21s/it, loss=0.728, pair=0.004, adv=3.710, sprd=0.027]
Ep 029/60 [S2:+mat]:  43%|█▎ | 144/333 [02:59<03:49,  1.21s/it, loss=0.824, pair=0.002, adv=3.621, sprd=0.026]
Ep 029/60 [S2:+mat]:  44%|█▎ | 145/333 [02:59<04:02,  1.29s/it, loss=0.824, pair=0.002, adv=3.621, sprd=0.026]
Ep 029/60 [S2:+mat]:  44%|█▎ | 145/333 [03:00<04:02,  1.29s/it, loss=0.715, pair=0.007, adv=3.909, sprd=0.021]
Ep 029/60 [S2:+mat]:  44%|█▎ | 146/333 [03:00<03:53,  1.25s/it, loss=0.715, pair=0.007, adv=3.909, sprd=0.021]
Ep 029/60 [S2:+mat]:  44%|█▎ | 146/333 [03:01<03:53,  1.25s/it, loss=0.719, pair=0.001, adv=4.037, sprd=0.024]
Ep 029/60 [S2:+mat]:  44%|█▎ | 147/333 [03:01<04:01,  1.30s/it, loss=0.719, pair=0.001, adv=4.037, sprd=0.024]
Ep 029/60 [S2:+mat]:  44%|█▎ | 147/333 [03:02<04:01,  1.30s/it, loss=0.733, pair=0.001, adv=4.032, sprd=0.027]
Ep 029/60 [S2:+mat]:  44%|█▎ | 148/333 [03:02<03:47,  1.23s/it, loss=0.733, pair=0.001, adv=4.032, sprd=0.027]
Ep 029/60 [S2:+mat]:  44%|█▎ | 148/333 [03:04<03:47,  1.23s/it, loss=0.732, pair=0.002, adv=4.016, sprd=0.028]
Ep 029/60 [S2:+mat]:  45%|█▎ | 149/333 [03:04<03:56,  1.29s/it, loss=0.732, pair=0.002, adv=4.016, sprd=0.028]
Ep 029/60 [S2:+mat]:  45%|█▎ | 149/333 [03:05<03:56,  1.29s/it, loss=0.699, pair=0.002, adv=3.645, sprd=0.015]
Ep 029/60 [S2:+mat]:  45%|█▎ | 150/333 [03:05<03:44,  1.22s/it, loss=0.699, pair=0.002, adv=3.645, sprd=0.015]
Ep 029/60 [S2:+mat]:  45%|█▎ | 150/333 [03:06<03:44,  1.22s/it, loss=0.729, pair=0.000, adv=3.567, sprd=0.023]
Ep 029/60 [S2:+mat]:  45%|█▎ | 151/333 [03:06<03:55,  1.29s/it, loss=0.729, pair=0.000, adv=3.567, sprd=0.023]
Ep 029/60 [S2:+mat]:  45%|█▎ | 151/333 [03:07<03:55,  1.29s/it, loss=0.719, pair=0.006, adv=4.516, sprd=0.021]
Ep 029/60 [S2:+mat]:  46%|█▎ | 152/333 [03:07<03:45,  1.25s/it, loss=0.719, pair=0.006, adv=4.516, sprd=0.021]
Ep 029/60 [S2:+mat]:  46%|█▎ | 152/333 [03:09<03:45,  1.25s/it, loss=0.716, pair=0.013, adv=4.331, sprd=0.020]
Ep 029/60 [S2:+mat]:  46%|█▍ | 153/333 [03:09<03:51,  1.29s/it, loss=0.716, pair=0.013, adv=4.331, sprd=0.020]
Ep 029/60 [S2:+mat]:  46%|█▍ | 153/333 [03:10<03:51,  1.29s/it, loss=1.263, pair=1.899, adv=3.705, sprd=0.017]
Ep 029/60 [S2:+mat]:  46%|█▍ | 154/333 [03:10<03:37,  1.21s/it, loss=1.263, pair=1.899, adv=3.705, sprd=0.017]
Ep 029/60 [S2:+mat]:  46%|█▍ | 154/333 [03:11<03:37,  1.21s/it, loss=0.722, pair=0.018, adv=3.788, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 155/333 [03:11<03:45,  1.27s/it, loss=0.722, pair=0.018, adv=3.788, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 155/333 [03:12<03:45,  1.27s/it, loss=0.703, pair=0.008, adv=3.561, sprd=0.021]
Ep 029/60 [S2:+mat]:  47%|█▍ | 156/333 [03:12<03:18,  1.12s/it, loss=0.703, pair=0.008, adv=3.561, sprd=0.021]
Ep 029/60 [S2:+mat]:  47%|█▍ | 156/333 [03:14<03:18,  1.12s/it, loss=0.726, pair=0.005, adv=3.703, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 157/333 [03:14<03:34,  1.22s/it, loss=0.726, pair=0.005, adv=3.703, sprd=0.024]
Ep 029/60 [S2:+mat]:  47%|█▍ | 157/333 [03:15<03:34,  1.22s/it, loss=0.702, pair=0.004, adv=4.148, sprd=0.017]
Ep 029/60 [S2:+mat]:  47%|█▍ | 158/333 [03:15<03:20,  1.15s/it, loss=0.702, pair=0.004, adv=4.148, sprd=0.017]
Ep 029/60 [S2:+mat]:  47%|█▍ | 158/333 [03:16<03:20,  1.15s/it, loss=0.691, pair=0.004, adv=3.880, sprd=0.018]
Ep 029/60 [S2:+mat]:  48%|█▍ | 159/333 [03:16<03:32,  1.22s/it, loss=0.691, pair=0.004, adv=3.880, sprd=0.018]
Ep 029/60 [S2:+mat]:  48%|█▍ | 159/333 [03:17<03:32,  1.22s/it, loss=0.733, pair=0.003, adv=3.794, sprd=0.027]
Ep 029/60 [S2:+mat]:  48%|█▍ | 160/333 [03:17<03:30,  1.22s/it, loss=0.733, pair=0.003, adv=3.794, sprd=0.027]
Ep 029/60 [S2:+mat]:  48%|█▍ | 160/333 [03:19<03:30,  1.22s/it, loss=0.733, pair=0.001, adv=3.705, sprd=0.026]
Ep 029/60 [S2:+mat]:  48%|█▍ | 161/333 [03:19<03:40,  1.28s/it, loss=0.733, pair=0.001, adv=3.705, sprd=0.026]
Ep 029/60 [S2:+mat]:  48%|█▍ | 161/333 [03:20<03:40,  1.28s/it, loss=0.724, pair=0.016, adv=3.655, sprd=0.024]
Ep 029/60 [S2:+mat]:  49%|█▍ | 162/333 [03:20<03:33,  1.25s/it, loss=0.724, pair=0.016, adv=3.655, sprd=0.024]
Ep 029/60 [S2:+mat]:  49%|█▍ | 162/333 [03:21<03:33,  1.25s/it, loss=0.737, pair=0.033, adv=3.783, sprd=0.026]
Ep 029/60 [S2:+mat]:  49%|█▍ | 163/333 [03:21<03:47,  1.34s/it, loss=0.737, pair=0.033, adv=3.783, sprd=0.026]
Ep 029/60 [S2:+mat]:  49%|█▍ | 163/333 [03:22<03:47,  1.34s/it, loss=0.699, pair=0.008, adv=3.145, sprd=0.022]
Ep 029/60 [S2:+mat]:  49%|█▍ | 164/333 [03:22<03:30,  1.24s/it, loss=0.699, pair=0.008, adv=3.145, sprd=0.022]
Ep 029/60 [S2:+mat]:  49%|█▍ | 164/333 [03:24<03:30,  1.24s/it, loss=1.023, pair=1.071, adv=3.797, sprd=0.020]
Ep 029/60 [S2:+mat]:  50%|█▍ | 165/333 [03:24<03:35,  1.29s/it, loss=1.023, pair=1.071, adv=3.797, sprd=0.020]
Ep 029/60 [S2:+mat]:  50%|█▍ | 165/333 [03:25<03:35,  1.29s/it, loss=0.772, pair=0.006, adv=3.500, sprd=0.035]
Ep 029/60 [S2:+mat]:  50%|█▍ | 166/333 [03:25<03:30,  1.26s/it, loss=0.772, pair=0.006, adv=3.500, sprd=0.035]
Ep 029/60 [S2:+mat]:  50%|█▍ | 166/333 [03:26<03:30,  1.26s/it, loss=0.715, pair=0.006, adv=3.669, sprd=0.023]
Ep 029/60 [S2:+mat]:  50%|█▌ | 167/333 [03:26<03:37,  1.31s/it, loss=0.715, pair=0.006, adv=3.669, sprd=0.023]
Ep 029/60 [S2:+mat]:  50%|█▌ | 167/333 [03:27<03:37,  1.31s/it, loss=0.735, pair=0.000, adv=4.224, sprd=0.028]
Ep 029/60 [S2:+mat]:  50%|█▌ | 168/333 [03:27<03:29,  1.27s/it, loss=0.735, pair=0.000, adv=4.224, sprd=0.028]
Ep 029/60 [S2:+mat]:  50%|█▌ | 168/333 [03:29<03:29,  1.27s/it, loss=0.725, pair=0.005, adv=3.509, sprd=0.023]
Ep 029/60 [S2:+mat]:  51%|█▌ | 169/333 [03:29<03:32,  1.30s/it, loss=0.725, pair=0.005, adv=3.509, sprd=0.023]
Ep 029/60 [S2:+mat]:  51%|█▌ | 169/333 [03:30<03:32,  1.30s/it, loss=0.717, pair=0.006, adv=3.412, sprd=0.021]
Ep 029/60 [S2:+mat]:  51%|█▌ | 170/333 [03:30<03:21,  1.24s/it, loss=0.717, pair=0.006, adv=3.412, sprd=0.021]
Ep 029/60 [S2:+mat]:  51%|█▌ | 170/333 [03:32<03:21,  1.24s/it, loss=0.710, pair=0.001, adv=3.241, sprd=0.027]
Ep 029/60 [S2:+mat]:  51%|█▌ | 171/333 [03:32<03:36,  1.34s/it, loss=0.710, pair=0.001, adv=3.241, sprd=0.027]
Ep 029/60 [S2:+mat]:  51%|█▌ | 171/333 [03:32<03:36,  1.34s/it, loss=0.742, pair=0.000, adv=3.586, sprd=0.028]
Ep 029/60 [S2:+mat]:  52%|█▌ | 172/333 [03:32<03:17,  1.22s/it, loss=0.742, pair=0.000, adv=3.586, sprd=0.028]
Ep 029/60 [S2:+mat]:  52%|█▌ | 172/333 [03:34<03:17,  1.22s/it, loss=0.734, pair=0.016, adv=4.123, sprd=0.024]
Ep 029/60 [S2:+mat]:  52%|█▌ | 173/333 [03:34<03:25,  1.28s/it, loss=0.734, pair=0.016, adv=4.123, sprd=0.024]
Ep 029/60 [S2:+mat]:  52%|█▌ | 173/333 [03:35<03:25,  1.28s/it, loss=0.740, pair=0.015, adv=4.712, sprd=0.028]
Ep 029/60 [S2:+mat]:  52%|█▌ | 174/333 [03:35<03:17,  1.24s/it, loss=0.740, pair=0.015, adv=4.712, sprd=0.028]
Ep 029/60 [S2:+mat]:  52%|█▌ | 174/333 [03:36<03:17,  1.24s/it, loss=0.718, pair=0.003, adv=4.388, sprd=0.023]
Ep 029/60 [S2:+mat]:  53%|█▌ | 175/333 [03:36<03:20,  1.27s/it, loss=0.718, pair=0.003, adv=4.388, sprd=0.023]
Ep 029/60 [S2:+mat]:  53%|█▌ | 175/333 [03:38<03:20,  1.27s/it, loss=0.736, pair=0.004, adv=4.111, sprd=0.026]
Ep 029/60 [S2:+mat]:  53%|█▌ | 176/333 [03:38<03:15,  1.24s/it, loss=0.736, pair=0.004, adv=4.111, sprd=0.026]
Ep 029/60 [S2:+mat]:  53%|█▌ | 176/333 [03:39<03:15,  1.24s/it, loss=0.722, pair=0.008, adv=4.040, sprd=0.023]
Ep 029/60 [S2:+mat]:  53%|█▌ | 177/333 [03:39<03:15,  1.25s/it, loss=0.722, pair=0.008, adv=4.040, sprd=0.023]
Ep 029/60 [S2:+mat]:  53%|█▌ | 177/333 [03:40<03:15,  1.25s/it, loss=0.726, pair=0.009, adv=3.841, sprd=0.027]
Ep 029/60 [S2:+mat]:  53%|█▌ | 178/333 [03:40<03:11,  1.23s/it, loss=0.726, pair=0.009, adv=3.841, sprd=0.027]
Ep 029/60 [S2:+mat]:  53%|█▌ | 178/333 [03:41<03:11,  1.23s/it, loss=0.736, pair=0.017, adv=4.071, sprd=0.028]
Ep 029/60 [S2:+mat]:  54%|█▌ | 179/333 [03:41<03:17,  1.28s/it, loss=0.736, pair=0.017, adv=4.071, sprd=0.028]
Ep 029/60 [S2:+mat]:  54%|█▌ | 179/333 [03:42<03:17,  1.28s/it, loss=0.703, pair=0.003, adv=4.011, sprd=0.019]
Ep 029/60 [S2:+mat]:  54%|█▌ | 180/333 [03:42<02:57,  1.16s/it, loss=0.703, pair=0.003, adv=4.011, sprd=0.019]
Ep 029/60 [S2:+mat]:  54%|█▌ | 180/333 [03:44<02:57,  1.16s/it, loss=0.749, pair=0.017, adv=3.977, sprd=0.030]
Ep 029/60 [S2:+mat]:  54%|█▋ | 181/333 [03:44<03:08,  1.24s/it, loss=0.749, pair=0.017, adv=3.977, sprd=0.030]
Ep 029/60 [S2:+mat]:  54%|█▋ | 181/333 [03:45<03:08,  1.24s/it, loss=0.724, pair=0.008, adv=4.329, sprd=0.024]
Ep 029/60 [S2:+mat]:  55%|█▋ | 182/333 [03:45<03:02,  1.21s/it, loss=0.724, pair=0.008, adv=4.329, sprd=0.024]
Ep 029/60 [S2:+mat]:  55%|█▋ | 182/333 [03:46<03:02,  1.21s/it, loss=0.730, pair=0.011, adv=4.312, sprd=0.024]
Ep 029/60 [S2:+mat]:  55%|█▋ | 183/333 [03:46<03:13,  1.29s/it, loss=0.730, pair=0.011, adv=4.312, sprd=0.024]
Ep 029/60 [S2:+mat]:  55%|█▋ | 183/333 [03:48<03:13,  1.29s/it, loss=0.752, pair=0.007, adv=3.988, sprd=0.029]
Ep 029/60 [S2:+mat]:  55%|█▋ | 184/333 [03:48<03:07,  1.26s/it, loss=0.752, pair=0.007, adv=3.988, sprd=0.029]
Ep 029/60 [S2:+mat]:  55%|█▋ | 184/333 [03:49<03:07,  1.26s/it, loss=0.716, pair=0.005, adv=3.878, sprd=0.020]
Ep 029/60 [S2:+mat]:  56%|█▋ | 185/333 [03:49<03:11,  1.29s/it, loss=0.716, pair=0.005, adv=3.878, sprd=0.020]
Ep 029/60 [S2:+mat]:  56%|█▋ | 185/333 [03:50<03:11,  1.29s/it, loss=0.726, pair=0.003, adv=4.094, sprd=0.025]
Ep 029/60 [S2:+mat]:  56%|█▋ | 186/333 [03:50<03:03,  1.25s/it, loss=0.726, pair=0.003, adv=4.094, sprd=0.025]
Ep 029/60 [S2:+mat]:  56%|█▋ | 186/333 [03:51<03:03,  1.25s/it, loss=0.705, pair=0.008, adv=3.577, sprd=0.017]
Ep 029/60 [S2:+mat]:  56%|█▋ | 187/333 [03:51<03:01,  1.24s/it, loss=0.705, pair=0.008, adv=3.577, sprd=0.017]
Ep 029/60 [S2:+mat]:  56%|█▋ | 187/333 [03:52<03:01,  1.24s/it, loss=0.741, pair=0.012, adv=3.786, sprd=0.028]
Ep 029/60 [S2:+mat]:  56%|█▋ | 188/333 [03:52<02:55,  1.21s/it, loss=0.741, pair=0.012, adv=3.786, sprd=0.028]
Ep 029/60 [S2:+mat]:  56%|█▋ | 188/333 [03:54<02:55,  1.21s/it, loss=0.726, pair=0.007, adv=4.081, sprd=0.023]
Ep 029/60 [S2:+mat]:  57%|█▋ | 189/333 [03:54<03:00,  1.25s/it, loss=0.726, pair=0.007, adv=4.081, sprd=0.023]
Ep 029/60 [S2:+mat]:  57%|█▋ | 189/333 [03:55<03:00,  1.25s/it, loss=0.710, pair=0.000, adv=4.684, sprd=0.021]
Ep 029/60 [S2:+mat]:  57%|█▋ | 190/333 [03:55<02:55,  1.22s/it, loss=0.710, pair=0.000, adv=4.684, sprd=0.021]
Ep 029/60 [S2:+mat]:  57%|█▋ | 190/333 [03:56<02:55,  1.22s/it, loss=0.738, pair=0.000, adv=4.090, sprd=0.027]
Ep 029/60 [S2:+mat]:  57%|█▋ | 191/333 [03:56<03:01,  1.28s/it, loss=0.738, pair=0.000, adv=4.090, sprd=0.027]
Ep 029/60 [S2:+mat]:  57%|█▋ | 191/333 [03:58<03:01,  1.28s/it, loss=0.746, pair=0.003, adv=4.569, sprd=0.031]
Ep 029/60 [S2:+mat]:  58%|█▋ | 192/333 [03:58<02:57,  1.26s/it, loss=0.746, pair=0.003, adv=4.569, sprd=0.031]
Ep 029/60 [S2:+mat]:  58%|█▋ | 192/333 [03:59<02:57,  1.26s/it, loss=0.711, pair=0.027, adv=4.002, sprd=0.020]
Ep 029/60 [S2:+mat]:  58%|█▋ | 193/333 [03:59<03:01,  1.29s/it, loss=0.711, pair=0.027, adv=4.002, sprd=0.020]
Ep 029/60 [S2:+mat]:  58%|█▋ | 193/333 [04:00<03:01,  1.29s/it, loss=0.730, pair=0.017, adv=3.945, sprd=0.024]
Ep 029/60 [S2:+mat]:  58%|█▋ | 194/333 [04:00<02:53,  1.25s/it, loss=0.730, pair=0.017, adv=3.945, sprd=0.024]
Ep 029/60 [S2:+mat]:  58%|█▋ | 194/333 [04:01<02:53,  1.25s/it, loss=0.757, pair=0.003, adv=4.029, sprd=0.031]
Ep 029/60 [S2:+mat]:  59%|█▊ | 195/333 [04:01<02:59,  1.30s/it, loss=0.757, pair=0.003, adv=4.029, sprd=0.031]
Ep 029/60 [S2:+mat]:  59%|█▊ | 195/333 [04:03<02:59,  1.30s/it, loss=0.719, pair=0.002, adv=3.529, sprd=0.023]
Ep 029/60 [S2:+mat]:  59%|█▊ | 196/333 [04:03<02:50,  1.25s/it, loss=0.719, pair=0.002, adv=3.529, sprd=0.023]
Ep 029/60 [S2:+mat]:  59%|█▊ | 196/333 [04:04<02:50,  1.25s/it, loss=0.747, pair=0.005, adv=4.280, sprd=0.030]
Ep 029/60 [S2:+mat]:  59%|█▊ | 197/333 [04:04<03:01,  1.33s/it, loss=0.747, pair=0.005, adv=4.280, sprd=0.030]
Ep 029/60 [S2:+mat]:  59%|█▊ | 197/333 [04:05<03:01,  1.33s/it, loss=0.732, pair=0.005, adv=4.377, sprd=0.027]
Ep 029/60 [S2:+mat]:  59%|█▊ | 198/333 [04:05<02:45,  1.22s/it, loss=0.732, pair=0.005, adv=4.377, sprd=0.027]
Ep 029/60 [S2:+mat]:  59%|█▊ | 198/333 [04:06<02:45,  1.22s/it, loss=0.732, pair=0.005, adv=3.920, sprd=0.027]
Ep 029/60 [S2:+mat]:  60%|█▊ | 199/333 [04:06<02:48,  1.25s/it, loss=0.732, pair=0.005, adv=3.920, sprd=0.027]
Ep 029/60 [S2:+mat]:  60%|█▊ | 199/333 [04:08<02:48,  1.25s/it, loss=0.724, pair=0.005, adv=3.874, sprd=0.022]
Ep 029/60 [S2:+mat]:  60%|█▊ | 200/333 [04:08<02:42,  1.22s/it, loss=0.724, pair=0.005, adv=3.874, sprd=0.022]
Ep 029/60 [S2:+mat]:  60%|█▊ | 200/333 [04:09<02:42,  1.22s/it, loss=0.728, pair=0.005, adv=3.964, sprd=0.025]
Ep 029/60 [S2:+mat]:  60%|█▊ | 201/333 [04:09<02:45,  1.25s/it, loss=0.728, pair=0.005, adv=3.964, sprd=0.025]
Ep 029/60 [S2:+mat]:  60%|█▊ | 201/333 [04:10<02:45,  1.25s/it, loss=0.739, pair=0.004, adv=4.121, sprd=0.027]
Ep 029/60 [S2:+mat]:  61%|█▊ | 202/333 [04:10<02:37,  1.21s/it, loss=0.739, pair=0.004, adv=4.121, sprd=0.027]
Ep 029/60 [S2:+mat]:  61%|█▊ | 202/333 [04:11<02:37,  1.21s/it, loss=0.748, pair=0.000, adv=3.965, sprd=0.028]
Ep 029/60 [S2:+mat]:  61%|█▊ | 203/333 [04:11<02:41,  1.25s/it, loss=0.748, pair=0.000, adv=3.965, sprd=0.028]
Ep 029/60 [S2:+mat]:  61%|█▊ | 203/333 [04:12<02:41,  1.25s/it, loss=0.732, pair=0.000, adv=4.008, sprd=0.025]
Ep 029/60 [S2:+mat]:  61%|█▊ | 204/333 [04:12<02:36,  1.22s/it, loss=0.732, pair=0.000, adv=4.008, sprd=0.025]
Ep 029/60 [S2:+mat]:  61%|█▊ | 204/333 [04:14<02:36,  1.22s/it, loss=0.725, pair=0.013, adv=4.593, sprd=0.024]
Ep 029/60 [S2:+mat]:  62%|█▊ | 205/333 [04:14<02:41,  1.26s/it, loss=0.725, pair=0.013, adv=4.593, sprd=0.024]
Ep 029/60 [S2:+mat]:  62%|█▊ | 205/333 [04:15<02:41,  1.26s/it, loss=0.713, pair=0.003, adv=4.133, sprd=0.024]
Ep 029/60 [S2:+mat]:  62%|█▊ | 206/333 [04:15<02:35,  1.23s/it, loss=0.713, pair=0.003, adv=4.133, sprd=0.024]
Ep 029/60 [S2:+mat]:  62%|█▊ | 206/333 [04:16<02:35,  1.23s/it, loss=0.799, pair=0.000, adv=3.519, sprd=0.020]
Ep 029/60 [S2:+mat]:  62%|█▊ | 207/333 [04:16<02:40,  1.28s/it, loss=0.799, pair=0.000, adv=3.519, sprd=0.020]
Ep 029/60 [S2:+mat]:  62%|█▊ | 207/333 [04:18<02:40,  1.28s/it, loss=0.721, pair=0.002, adv=3.746, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 208/333 [04:18<02:33,  1.23s/it, loss=0.721, pair=0.002, adv=3.746, sprd=0.025]
Ep 029/60 [S2:+mat]:  62%|█▊ | 208/333 [04:19<02:33,  1.23s/it, loss=0.710, pair=0.010, adv=3.525, sprd=0.021]
Ep 029/60 [S2:+mat]:  63%|█▉ | 209/333 [04:19<02:38,  1.28s/it, loss=0.710, pair=0.010, adv=3.525, sprd=0.021]
Ep 029/60 [S2:+mat]:  63%|█▉ | 209/333 [04:20<02:38,  1.28s/it, loss=0.710, pair=0.002, adv=3.593, sprd=0.022]
Ep 029/60 [S2:+mat]:  63%|█▉ | 210/333 [04:20<02:29,  1.22s/it, loss=0.710, pair=0.002, adv=3.593, sprd=0.022]
Ep 029/60 [S2:+mat]:  63%|█▉ | 210/333 [04:21<02:29,  1.22s/it, loss=0.746, pair=0.004, adv=4.564, sprd=0.027]
Ep 029/60 [S2:+mat]:  63%|█▉ | 211/333 [04:21<02:36,  1.28s/it, loss=0.746, pair=0.004, adv=4.564, sprd=0.027]
Ep 029/60 [S2:+mat]:  63%|█▉ | 211/333 [04:23<02:36,  1.28s/it, loss=0.720, pair=0.025, adv=3.819, sprd=0.021]
Ep 029/60 [S2:+mat]:  64%|█▉ | 212/333 [04:23<02:28,  1.23s/it, loss=0.720, pair=0.025, adv=3.819, sprd=0.021]
Ep 029/60 [S2:+mat]:  64%|█▉ | 212/333 [04:24<02:28,  1.23s/it, loss=0.823, pair=0.020, adv=3.993, sprd=0.027]
Ep 029/60 [S2:+mat]:  64%|█▉ | 213/333 [04:24<02:25,  1.21s/it, loss=0.823, pair=0.020, adv=3.993, sprd=0.027]
Ep 029/60 [S2:+mat]:  64%|█▉ | 213/333 [04:25<02:25,  1.21s/it, loss=0.736, pair=0.045, adv=3.856, sprd=0.025]
Ep 029/60 [S2:+mat]:  64%|█▉ | 214/333 [04:25<02:22,  1.19s/it, loss=0.736, pair=0.045, adv=3.856, sprd=0.025]
Ep 029/60 [S2:+mat]:  64%|█▉ | 214/333 [04:26<02:22,  1.19s/it, loss=0.730, pair=0.012, adv=4.063, sprd=0.028]
Ep 029/60 [S2:+mat]:  65%|█▉ | 215/333 [04:26<02:30,  1.28s/it, loss=0.730, pair=0.012, adv=4.063, sprd=0.028]
Ep 029/60 [S2:+mat]:  65%|█▉ | 215/333 [04:27<02:30,  1.28s/it, loss=0.732, pair=0.021, adv=3.748, sprd=0.025]
Ep 029/60 [S2:+mat]:  65%|█▉ | 216/333 [04:27<02:17,  1.18s/it, loss=0.732, pair=0.021, adv=3.748, sprd=0.025]
Ep 029/60 [S2:+mat]:  65%|█▉ | 216/333 [04:29<02:17,  1.18s/it, loss=0.754, pair=0.008, adv=3.693, sprd=0.028]
Ep 029/60 [S2:+mat]:  65%|█▉ | 217/333 [04:29<02:25,  1.25s/it, loss=0.754, pair=0.008, adv=3.693, sprd=0.028]
Ep 029/60 [S2:+mat]:  65%|█▉ | 217/333 [04:30<02:25,  1.25s/it, loss=0.714, pair=0.021, adv=4.074, sprd=0.022]
Ep 029/60 [S2:+mat]:  65%|█▉ | 218/333 [04:30<02:15,  1.18s/it, loss=0.714, pair=0.021, adv=4.074, sprd=0.022]
Ep 029/60 [S2:+mat]:  65%|█▉ | 218/333 [04:31<02:15,  1.18s/it, loss=0.707, pair=0.010, adv=4.056, sprd=0.016]
Ep 029/60 [S2:+mat]:  66%|█▉ | 219/333 [04:31<02:20,  1.23s/it, loss=0.707, pair=0.010, adv=4.056, sprd=0.016]
Ep 029/60 [S2:+mat]:  66%|█▉ | 219/333 [04:32<02:20,  1.23s/it, loss=0.733, pair=0.019, adv=4.297, sprd=0.026]
Ep 029/60 [S2:+mat]:  66%|█▉ | 220/333 [04:32<02:16,  1.21s/it, loss=0.733, pair=0.019, adv=4.297, sprd=0.026]
Ep 029/60 [S2:+mat]:  66%|█▉ | 220/333 [04:33<02:16,  1.21s/it, loss=0.732, pair=0.007, adv=4.677, sprd=0.023]
Ep 029/60 [S2:+mat]:  66%|█▉ | 221/333 [04:33<02:18,  1.23s/it, loss=0.732, pair=0.007, adv=4.677, sprd=0.023]
Ep 029/60 [S2:+mat]:  66%|█▉ | 221/333 [04:35<02:18,  1.23s/it, loss=0.714, pair=0.015, adv=3.354, sprd=0.021]
Ep 029/60 [S2:+mat]:  67%|██ | 222/333 [04:35<02:12,  1.20s/it, loss=0.714, pair=0.015, adv=3.354, sprd=0.021]
Ep 029/60 [S2:+mat]:  67%|██ | 222/333 [04:36<02:12,  1.20s/it, loss=0.717, pair=0.015, adv=4.018, sprd=0.020]
Ep 029/60 [S2:+mat]:  67%|██ | 223/333 [04:36<02:15,  1.24s/it, loss=0.717, pair=0.015, adv=4.018, sprd=0.020]
Ep 029/60 [S2:+mat]:  67%|██ | 223/333 [04:37<02:15,  1.24s/it, loss=0.699, pair=0.003, adv=3.898, sprd=0.018]
Ep 029/60 [S2:+mat]:  67%|██ | 224/333 [04:37<02:06,  1.16s/it, loss=0.699, pair=0.003, adv=3.898, sprd=0.018]
Ep 029/60 [S2:+mat]:  67%|██ | 224/333 [04:38<02:06,  1.16s/it, loss=0.723, pair=0.009, adv=3.891, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 225/333 [04:38<02:14,  1.25s/it, loss=0.723, pair=0.009, adv=3.891, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 225/333 [04:40<02:14,  1.25s/it, loss=0.717, pair=0.005, adv=4.257, sprd=0.023]
Ep 029/60 [S2:+mat]:  68%|██ | 226/333 [04:40<02:10,  1.22s/it, loss=0.717, pair=0.005, adv=4.257, sprd=0.023]
Ep 029/60 [S2:+mat]:  68%|██ | 226/333 [04:41<02:10,  1.22s/it, loss=0.714, pair=0.001, adv=3.753, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 227/333 [04:41<02:14,  1.26s/it, loss=0.714, pair=0.001, adv=3.753, sprd=0.022]
Ep 029/60 [S2:+mat]:  68%|██ | 227/333 [04:42<02:14,  1.26s/it, loss=0.724, pair=0.000, adv=3.728, sprd=0.024]
Ep 029/60 [S2:+mat]:  68%|██ | 228/333 [04:42<02:10,  1.24s/it, loss=0.724, pair=0.000, adv=3.728, sprd=0.024]
Ep 029/60 [S2:+mat]:  68%|██ | 228/333 [04:43<02:10,  1.24s/it, loss=0.717, pair=0.002, adv=3.784, sprd=0.022]
Ep 029/60 [S2:+mat]:  69%|██ | 229/333 [04:43<02:12,  1.28s/it, loss=0.717, pair=0.002, adv=3.784, sprd=0.022]
Ep 029/60 [S2:+mat]:  69%|██ | 229/333 [04:45<02:12,  1.28s/it, loss=0.704, pair=0.004, adv=4.299, sprd=0.021]
Ep 029/60 [S2:+mat]:  69%|██ | 230/333 [04:45<02:05,  1.22s/it, loss=0.704, pair=0.004, adv=4.299, sprd=0.021]
Ep 029/60 [S2:+mat]:  69%|██ | 230/333 [04:46<02:05,  1.22s/it, loss=0.738, pair=0.002, adv=4.933, sprd=0.027]
Ep 029/60 [S2:+mat]:  69%|██ | 231/333 [04:46<02:10,  1.28s/it, loss=0.738, pair=0.002, adv=4.933, sprd=0.027]
Ep 029/60 [S2:+mat]:  69%|██ | 231/333 [04:47<02:10,  1.28s/it, loss=0.715, pair=0.003, adv=3.881, sprd=0.022]
Ep 029/60 [S2:+mat]:  70%|██ | 232/333 [04:47<02:05,  1.24s/it, loss=0.715, pair=0.003, adv=3.881, sprd=0.022]
Ep 029/60 [S2:+mat]:  70%|██ | 232/333 [04:48<02:05,  1.24s/it, loss=0.728, pair=0.010, adv=4.465, sprd=0.025]
Ep 029/60 [S2:+mat]:  70%|██ | 233/333 [04:48<02:07,  1.28s/it, loss=0.728, pair=0.010, adv=4.465, sprd=0.025]
Ep 029/60 [S2:+mat]:  70%|██ | 233/333 [04:49<02:07,  1.28s/it, loss=0.725, pair=0.003, adv=4.469, sprd=0.025]
Ep 029/60 [S2:+mat]:  70%|██ | 234/333 [04:49<01:56,  1.18s/it, loss=0.725, pair=0.003, adv=4.469, sprd=0.025]
Ep 029/60 [S2:+mat]:  70%|██ | 234/333 [04:51<01:56,  1.18s/it, loss=0.716, pair=0.001, adv=4.375, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██ | 235/333 [04:51<02:01,  1.24s/it, loss=0.716, pair=0.001, adv=4.375, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██ | 235/333 [04:52<02:01,  1.24s/it, loss=0.724, pair=0.001, adv=4.432, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██▏| 236/333 [04:52<01:57,  1.21s/it, loss=0.724, pair=0.001, adv=4.432, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██▏| 236/333 [04:53<01:57,  1.21s/it, loss=0.722, pair=0.000, adv=3.689, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██▏| 237/333 [04:53<02:05,  1.30s/it, loss=0.722, pair=0.000, adv=3.689, sprd=0.024]
Ep 029/60 [S2:+mat]:  71%|██▏| 237/333 [04:55<02:05,  1.30s/it, loss=0.706, pair=0.007, adv=3.927, sprd=0.019]
Ep 029/60 [S2:+mat]:  71%|██▏| 238/333 [04:55<01:58,  1.25s/it, loss=0.706, pair=0.007, adv=3.927, sprd=0.019]
Ep 029/60 [S2:+mat]:  71%|██▏| 238/333 [04:56<01:58,  1.25s/it, loss=0.711, pair=0.006, adv=4.191, sprd=0.021]
Ep 029/60 [S2:+mat]:  72%|██▏| 239/333 [04:56<01:59,  1.28s/it, loss=0.711, pair=0.006, adv=4.191, sprd=0.021]
Ep 029/60 [S2:+mat]:  72%|██▏| 239/333 [04:57<01:59,  1.28s/it, loss=0.734, pair=0.033, adv=3.956, sprd=0.025]
Ep 029/60 [S2:+mat]:  72%|██▏| 240/333 [04:57<01:56,  1.25s/it, loss=0.734, pair=0.033, adv=3.956, sprd=0.025]
Ep 029/60 [S2:+mat]:  72%|██▏| 240/333 [04:58<01:56,  1.25s/it, loss=0.710, pair=0.007, adv=3.574, sprd=0.019]
Ep 029/60 [S2:+mat]:  72%|██▏| 241/333 [04:58<01:59,  1.30s/it, loss=0.710, pair=0.007, adv=3.574, sprd=0.019]
Ep 029/60 [S2:+mat]:  72%|██▏| 241/333 [05:00<01:59,  1.30s/it, loss=0.721, pair=0.020, adv=4.438, sprd=0.023]
Ep 029/60 [S2:+mat]:  73%|██▏| 242/333 [05:00<01:52,  1.24s/it, loss=0.721, pair=0.020, adv=4.438, sprd=0.023]
Ep 029/60 [S2:+mat]:  73%|██▏| 242/333 [05:01<01:52,  1.24s/it, loss=0.731, pair=0.013, adv=3.906, sprd=0.024]
Ep 029/60 [S2:+mat]:  73%|██▏| 243/333 [05:01<01:56,  1.30s/it, loss=0.731, pair=0.013, adv=3.906, sprd=0.024]
Ep 029/60 [S2:+mat]:  73%|██▏| 243/333 [05:02<01:56,  1.30s/it, loss=0.745, pair=0.017, adv=3.597, sprd=0.031]
Ep 029/60 [S2:+mat]:  73%|██▏| 244/333 [05:02<01:53,  1.28s/it, loss=0.745, pair=0.017, adv=3.597, sprd=0.031]
Ep 029/60 [S2:+mat]:  73%|██▏| 244/333 [05:04<01:53,  1.28s/it, loss=0.718, pair=0.011, adv=4.036, sprd=0.022]
Ep 029/60 [S2:+mat]:  74%|██▏| 245/333 [05:04<01:54,  1.30s/it, loss=0.718, pair=0.011, adv=4.036, sprd=0.022]
Ep 029/60 [S2:+mat]:  74%|██▏| 245/333 [05:05<01:54,  1.30s/it, loss=0.730, pair=0.009, adv=4.087, sprd=0.025]
Ep 029/60 [S2:+mat]:  74%|██▏| 246/333 [05:05<01:49,  1.26s/it, loss=0.730, pair=0.009, adv=4.087, sprd=0.025]
Ep 029/60 [S2:+mat]:  74%|██▏| 246/333 [05:06<01:49,  1.26s/it, loss=0.717, pair=0.006, adv=4.044, sprd=0.023]
Ep 029/60 [S2:+mat]:  74%|██▏| 247/333 [05:06<01:52,  1.31s/it, loss=0.717, pair=0.006, adv=4.044, sprd=0.023]
Ep 029/60 [S2:+mat]:  74%|██▏| 247/333 [05:07<01:52,  1.31s/it, loss=0.715, pair=0.003, adv=3.702, sprd=0.025]
Ep 029/60 [S2:+mat]:  74%|██▏| 248/333 [05:07<01:48,  1.27s/it, loss=0.715, pair=0.003, adv=3.702, sprd=0.025]
Ep 029/60 [S2:+mat]:  74%|██▏| 248/333 [05:09<01:48,  1.27s/it, loss=0.717, pair=0.017, adv=3.872, sprd=0.022]
Ep 029/60 [S2:+mat]:  75%|██▏| 249/333 [05:09<01:45,  1.25s/it, loss=0.717, pair=0.017, adv=3.872, sprd=0.022]
Ep 029/60 [S2:+mat]:  75%|██▏| 249/333 [05:10<01:45,  1.25s/it, loss=0.717, pair=0.010, adv=3.660, sprd=0.020]
Ep 029/60 [S2:+mat]:  75%|██▎| 250/333 [05:10<01:40,  1.21s/it, loss=0.717, pair=0.010, adv=3.660, sprd=0.020]
Ep 029/60 [S2:+mat]:  75%|██▎| 250/333 [05:11<01:40,  1.21s/it, loss=0.724, pair=0.015, adv=3.619, sprd=0.022]
Ep 029/60 [S2:+mat]:  75%|██▎| 251/333 [05:11<01:42,  1.25s/it, loss=0.724, pair=0.015, adv=3.619, sprd=0.022]
Ep 029/60 [S2:+mat]:  75%|██▎| 251/333 [05:12<01:42,  1.25s/it, loss=0.717, pair=0.008, adv=4.144, sprd=0.020]
Ep 029/60 [S2:+mat]:  76%|██▎| 252/333 [05:12<01:38,  1.21s/it, loss=0.717, pair=0.008, adv=4.144, sprd=0.020]
Ep 029/60 [S2:+mat]:  76%|██▎| 252/333 [05:14<01:38,  1.21s/it, loss=0.743, pair=0.016, adv=4.014, sprd=0.027]
Ep 029/60 [S2:+mat]:  76%|██▎| 253/333 [05:14<01:44,  1.31s/it, loss=0.743, pair=0.016, adv=4.014, sprd=0.027]
Ep 029/60 [S2:+mat]:  76%|██▎| 253/333 [05:15<01:44,  1.31s/it, loss=0.700, pair=0.021, adv=3.573, sprd=0.018]
Ep 029/60 [S2:+mat]:  76%|██▎| 254/333 [05:15<01:38,  1.25s/it, loss=0.700, pair=0.021, adv=3.573, sprd=0.018]
Ep 029/60 [S2:+mat]:  76%|██▎| 254/333 [05:16<01:38,  1.25s/it, loss=0.701, pair=0.000, adv=4.142, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 255/333 [05:16<01:41,  1.30s/it, loss=0.701, pair=0.000, adv=4.142, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 255/333 [05:17<01:41,  1.30s/it, loss=0.703, pair=0.003, adv=3.627, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 256/333 [05:17<01:35,  1.25s/it, loss=0.703, pair=0.003, adv=3.627, sprd=0.019]
Ep 029/60 [S2:+mat]:  77%|██▎| 256/333 [05:19<01:35,  1.25s/it, loss=0.730, pair=0.012, adv=3.698, sprd=0.025]
Ep 029/60 [S2:+mat]:  77%|██▎| 257/333 [05:19<01:38,  1.29s/it, loss=0.730, pair=0.012, adv=3.698, sprd=0.025]
Ep 029/60 [S2:+mat]:  77%|██▎| 257/333 [05:20<01:38,  1.29s/it, loss=0.711, pair=0.007, adv=3.176, sprd=0.024]
Ep 029/60 [S2:+mat]:  77%|██▎| 258/333 [05:20<01:35,  1.27s/it, loss=0.711, pair=0.007, adv=3.176, sprd=0.024]
Ep 029/60 [S2:+mat]:  77%|██▎| 258/333 [05:21<01:35,  1.27s/it, loss=0.724, pair=0.001, adv=3.773, sprd=0.023]
Ep 029/60 [S2:+mat]:  78%|██▎| 259/333 [05:21<01:37,  1.31s/it, loss=0.724, pair=0.001, adv=3.773, sprd=0.023]
Ep 029/60 [S2:+mat]:  78%|██▎| 259/333 [05:23<01:37,  1.31s/it, loss=0.716, pair=0.004, adv=3.756, sprd=0.022]
Ep 029/60 [S2:+mat]:  78%|██▎| 260/333 [05:23<01:32,  1.27s/it, loss=0.716, pair=0.004, adv=3.756, sprd=0.022]
Ep 029/60 [S2:+mat]:  78%|██▎| 260/333 [05:24<01:32,  1.27s/it, loss=0.726, pair=0.008, adv=3.745, sprd=0.024]
Ep 029/60 [S2:+mat]:  78%|██▎| 261/333 [05:24<01:35,  1.32s/it, loss=0.726, pair=0.008, adv=3.745, sprd=0.024]
Ep 029/60 [S2:+mat]:  78%|██▎| 261/333 [05:25<01:35,  1.32s/it, loss=0.723, pair=0.019, adv=3.500, sprd=0.022]
Ep 029/60 [S2:+mat]:  79%|██▎| 262/333 [05:25<01:29,  1.26s/it, loss=0.723, pair=0.019, adv=3.500, sprd=0.022]
Ep 029/60 [S2:+mat]:  79%|██▎| 262/333 [05:27<01:29,  1.26s/it, loss=0.712, pair=0.006, adv=3.893, sprd=0.020]
Ep 029/60 [S2:+mat]:  79%|██▎| 263/333 [05:27<01:32,  1.32s/it, loss=0.712, pair=0.006, adv=3.893, sprd=0.020]
Ep 029/60 [S2:+mat]:  79%|██▎| 263/333 [05:27<01:32,  1.32s/it, loss=0.721, pair=0.015, adv=4.224, sprd=0.024]
Ep 029/60 [S2:+mat]:  79%|██▍| 264/333 [05:27<01:20,  1.17s/it, loss=0.721, pair=0.015, adv=4.224, sprd=0.024]
Ep 029/60 [S2:+mat]:  79%|██▍| 264/333 [05:29<01:20,  1.17s/it, loss=0.724, pair=0.014, adv=4.167, sprd=0.024]
Ep 029/60 [S2:+mat]:  80%|██▍| 265/333 [05:29<01:24,  1.25s/it, loss=0.724, pair=0.014, adv=4.167, sprd=0.024]
Ep 029/60 [S2:+mat]:  80%|██▍| 265/333 [05:30<01:24,  1.25s/it, loss=0.744, pair=0.034, adv=3.866, sprd=0.024]
Ep 029/60 [S2:+mat]:  80%|██▍| 266/333 [05:30<01:21,  1.22s/it, loss=0.744, pair=0.034, adv=3.866, sprd=0.024]
Ep 029/60 [S2:+mat]:  80%|██▍| 266/333 [05:31<01:21,  1.22s/it, loss=0.735, pair=0.026, adv=3.759, sprd=0.023]
Ep 029/60 [S2:+mat]:  80%|██▍| 267/333 [05:31<01:24,  1.28s/it, loss=0.735, pair=0.026, adv=3.759, sprd=0.023]
Ep 029/60 [S2:+mat]:  80%|██▍| 267/333 [05:33<01:24,  1.28s/it, loss=0.739, pair=0.012, adv=3.944, sprd=0.021]
Ep 029/60 [S2:+mat]:  80%|██▍| 268/333 [05:33<01:19,  1.23s/it, loss=0.739, pair=0.012, adv=3.944, sprd=0.021]
Ep 029/60 [S2:+mat]:  80%|██▍| 268/333 [05:34<01:19,  1.23s/it, loss=0.722, pair=0.024, adv=4.068, sprd=0.021]
Ep 029/60 [S2:+mat]:  81%|██▍| 269/333 [05:34<01:22,  1.29s/it, loss=0.722, pair=0.024, adv=4.068, sprd=0.021]
Ep 029/60 [S2:+mat]:  81%|██▍| 269/333 [05:35<01:22,  1.29s/it, loss=0.713, pair=0.029, adv=3.814, sprd=0.020]
Ep 029/60 [S2:+mat]:  81%|██▍| 270/333 [05:35<01:18,  1.24s/it, loss=0.713, pair=0.029, adv=3.814, sprd=0.020]
Ep 029/60 [S2:+mat]:  81%|██▍| 270/333 [05:37<01:18,  1.24s/it, loss=0.765, pair=0.013, adv=4.075, sprd=0.034]
Ep 029/60 [S2:+mat]:  81%|██▍| 271/333 [05:37<01:20,  1.30s/it, loss=0.765, pair=0.013, adv=4.075, sprd=0.034]
Ep 029/60 [S2:+mat]:  81%|██▍| 271/333 [05:38<01:20,  1.30s/it, loss=0.728, pair=0.023, adv=3.973, sprd=0.022]
Ep 029/60 [S2:+mat]:  82%|██▍| 272/333 [05:38<01:16,  1.26s/it, loss=0.728, pair=0.023, adv=3.973, sprd=0.022]
Ep 029/60 [S2:+mat]:  82%|██▍| 272/333 [05:39<01:16,  1.26s/it, loss=0.716, pair=0.011, adv=4.001, sprd=0.021]
Ep 029/60 [S2:+mat]:  82%|██▍| 273/333 [05:39<01:18,  1.32s/it, loss=0.716, pair=0.011, adv=4.001, sprd=0.021]
Ep 029/60 [S2:+mat]:  82%|██▍| 273/333 [05:40<01:18,  1.32s/it, loss=0.721, pair=0.004, adv=3.869, sprd=0.023]
Ep 029/60 [S2:+mat]:  82%|██▍| 274/333 [05:40<01:14,  1.27s/it, loss=0.721, pair=0.004, adv=3.869, sprd=0.023]
Ep 029/60 [S2:+mat]:  82%|██▍| 274/333 [05:42<01:14,  1.27s/it, loss=0.739, pair=0.007, adv=3.878, sprd=0.027]
Ep 029/60 [S2:+mat]:  83%|██▍| 275/333 [05:42<01:15,  1.31s/it, loss=0.739, pair=0.007, adv=3.878, sprd=0.027]
Ep 029/60 [S2:+mat]:  83%|██▍| 275/333 [05:43<01:15,  1.31s/it, loss=0.726, pair=0.007, adv=3.330, sprd=0.025]
Ep 029/60 [S2:+mat]:  83%|██▍| 276/333 [05:43<01:12,  1.27s/it, loss=0.726, pair=0.007, adv=3.330, sprd=0.025]
Ep 029/60 [S2:+mat]:  83%|██▍| 276/333 [05:44<01:12,  1.27s/it, loss=0.738, pair=0.007, adv=3.617, sprd=0.029]
Ep 029/60 [S2:+mat]:  83%|██▍| 277/333 [05:44<01:14,  1.32s/it, loss=0.738, pair=0.007, adv=3.617, sprd=0.029]
Ep 029/60 [S2:+mat]:  83%|██▍| 277/333 [05:45<01:14,  1.32s/it, loss=0.689, pair=0.004, adv=3.200, sprd=0.020]
Ep 029/60 [S2:+mat]:  83%|██▌| 278/333 [05:45<01:08,  1.25s/it, loss=0.689, pair=0.004, adv=3.200, sprd=0.020]
Ep 029/60 [S2:+mat]:  83%|██▌| 278/333 [05:47<01:08,  1.25s/it, loss=0.742, pair=0.028, adv=4.316, sprd=0.026]
Ep 029/60 [S2:+mat]:  84%|██▌| 279/333 [05:47<01:08,  1.26s/it, loss=0.742, pair=0.028, adv=4.316, sprd=0.026]
Ep 029/60 [S2:+mat]:  84%|██▌| 279/333 [05:48<01:08,  1.26s/it, loss=0.729, pair=0.018, adv=4.136, sprd=0.025]
Ep 029/60 [S2:+mat]:  84%|██▌| 280/333 [05:48<01:05,  1.23s/it, loss=0.729, pair=0.018, adv=4.136, sprd=0.025]
Ep 029/60 [S2:+mat]:  84%|██▌| 280/333 [05:49<01:05,  1.23s/it, loss=0.810, pair=0.005, adv=3.899, sprd=0.026]
Ep 029/60 [S2:+mat]:  84%|██▌| 281/333 [05:49<01:06,  1.28s/it, loss=0.810, pair=0.005, adv=3.899, sprd=0.026]
Ep 029/60 [S2:+mat]:  84%|██▌| 281/333 [05:50<01:06,  1.28s/it, loss=0.732, pair=0.011, adv=4.327, sprd=0.027]
Ep 029/60 [S2:+mat]:  85%|██▌| 282/333 [05:50<01:03,  1.25s/it, loss=0.732, pair=0.011, adv=4.327, sprd=0.027]
Ep 029/60 [S2:+mat]:  85%|██▌| 282/333 [05:52<01:03,  1.25s/it, loss=0.731, pair=0.015, adv=4.083, sprd=0.026]
Ep 029/60 [S2:+mat]:  85%|██▌| 283/333 [05:52<01:05,  1.30s/it, loss=0.731, pair=0.015, adv=4.083, sprd=0.026]
Ep 029/60 [S2:+mat]:  85%|██▌| 283/333 [05:53<01:05,  1.30s/it, loss=0.736, pair=0.031, adv=4.020, sprd=0.024]
Ep 029/60 [S2:+mat]:  85%|██▌| 284/333 [05:53<01:00,  1.24s/it, loss=0.736, pair=0.031, adv=4.020, sprd=0.024]
Ep 029/60 [S2:+mat]:  85%|██▌| 284/333 [05:54<01:00,  1.24s/it, loss=0.714, pair=0.032, adv=3.441, sprd=0.019]
Ep 029/60 [S2:+mat]:  86%|██▌| 285/333 [05:54<01:01,  1.28s/it, loss=0.714, pair=0.032, adv=3.441, sprd=0.019]
Ep 029/60 [S2:+mat]:  86%|██▌| 285/333 [05:56<01:01,  1.28s/it, loss=0.730, pair=0.013, adv=4.003, sprd=0.023]
Ep 029/60 [S2:+mat]:  86%|██▌| 286/333 [05:56<00:59,  1.26s/it, loss=0.730, pair=0.013, adv=4.003, sprd=0.023]
Ep 029/60 [S2:+mat]:  86%|██▌| 286/333 [05:57<00:59,  1.26s/it, loss=0.751, pair=0.035, adv=3.390, sprd=0.028]
Ep 029/60 [S2:+mat]:  86%|██▌| 287/333 [05:57<00:58,  1.27s/it, loss=0.751, pair=0.035, adv=3.390, sprd=0.028]
Ep 029/60 [S2:+mat]:  86%|██▌| 287/333 [05:58<00:58,  1.27s/it, loss=0.720, pair=0.008, adv=4.151, sprd=0.024]
Ep 029/60 [S2:+mat]:  86%|██▌| 288/333 [05:58<00:55,  1.24s/it, loss=0.720, pair=0.008, adv=4.151, sprd=0.024]
Ep 029/60 [S2:+mat]:  86%|██▌| 288/333 [05:59<00:55,  1.24s/it, loss=0.720, pair=0.003, adv=3.588, sprd=0.022]
Ep 029/60 [S2:+mat]:  87%|██▌| 289/333 [05:59<00:56,  1.28s/it, loss=0.720, pair=0.003, adv=3.588, sprd=0.022]
Ep 029/60 [S2:+mat]:  87%|██▌| 289/333 [06:00<00:56,  1.28s/it, loss=0.724, pair=0.003, adv=4.021, sprd=0.025]
Ep 029/60 [S2:+mat]:  87%|██▌| 290/333 [06:00<00:52,  1.23s/it, loss=0.724, pair=0.003, adv=4.021, sprd=0.025]
Ep 029/60 [S2:+mat]:  87%|██▌| 290/333 [06:02<00:52,  1.23s/it, loss=0.746, pair=0.021, adv=4.239, sprd=0.030]
Ep 029/60 [S2:+mat]:  87%|██▌| 291/333 [06:02<00:54,  1.29s/it, loss=0.746, pair=0.021, adv=4.239, sprd=0.030]
Ep 029/60 [S2:+mat]:  87%|██▌| 291/333 [06:03<00:54,  1.29s/it, loss=0.718, pair=0.021, adv=4.378, sprd=0.021]
Ep 029/60 [S2:+mat]:  88%|██▋| 292/333 [06:03<00:51,  1.25s/it, loss=0.718, pair=0.021, adv=4.378, sprd=0.021]
Ep 029/60 [S2:+mat]:  88%|██▋| 292/333 [06:04<00:51,  1.25s/it, loss=0.711, pair=0.006, adv=3.996, sprd=0.023]
Ep 029/60 [S2:+mat]:  88%|██▋| 293/333 [06:04<00:51,  1.28s/it, loss=0.711, pair=0.006, adv=3.996, sprd=0.023]
Ep 029/60 [S2:+mat]:  88%|██▋| 293/333 [06:06<00:51,  1.28s/it, loss=0.708, pair=0.001, adv=3.574, sprd=0.021]
Ep 029/60 [S2:+mat]:  88%|██▋| 294/333 [06:06<00:48,  1.23s/it, loss=0.708, pair=0.001, adv=3.574, sprd=0.021]
Ep 029/60 [S2:+mat]:  88%|██▋| 294/333 [06:07<00:48,  1.23s/it, loss=0.719, pair=0.015, adv=3.820, sprd=0.019]
Ep 029/60 [S2:+mat]:  89%|██▋| 295/333 [06:07<00:47,  1.25s/it, loss=0.719, pair=0.015, adv=3.820, sprd=0.019]
Ep 029/60 [S2:+mat]:  89%|██▋| 295/333 [06:08<00:47,  1.25s/it, loss=0.717, pair=0.025, adv=3.554, sprd=0.019]
Ep 029/60 [S2:+mat]:  89%|██▋| 296/333 [06:08<00:44,  1.20s/it, loss=0.717, pair=0.025, adv=3.554, sprd=0.019]
Ep 029/60 [S2:+mat]:  89%|██▋| 296/333 [06:09<00:44,  1.20s/it, loss=0.722, pair=0.020, adv=3.653, sprd=0.024]
Ep 029/60 [S2:+mat]:  89%|██▋| 297/333 [06:09<00:45,  1.27s/it, loss=0.722, pair=0.020, adv=3.653, sprd=0.024]
Ep 029/60 [S2:+mat]:  89%|██▋| 297/333 [06:10<00:45,  1.27s/it, loss=0.732, pair=0.016, adv=3.645, sprd=0.025]
Ep 029/60 [S2:+mat]:  89%|██▋| 298/333 [06:10<00:40,  1.16s/it, loss=0.732, pair=0.016, adv=3.645, sprd=0.025]
Ep 029/60 [S2:+mat]:  89%|██▋| 298/333 [06:12<00:40,  1.16s/it, loss=0.711, pair=0.016, adv=4.105, sprd=0.020]
Ep 029/60 [S2:+mat]:  90%|██▋| 299/333 [06:12<00:41,  1.22s/it, loss=0.711, pair=0.016, adv=4.105, sprd=0.020]
Ep 029/60 [S2:+mat]:  90%|██▋| 299/333 [06:13<00:41,  1.22s/it, loss=0.716, pair=0.018, adv=3.931, sprd=0.023]
Ep 029/60 [S2:+mat]:  90%|██▋| 300/333 [06:13<00:39,  1.19s/it, loss=0.716, pair=0.018, adv=3.931, sprd=0.023]
Ep 029/60 [S2:+mat]:  90%|██▋| 300/333 [06:14<00:39,  1.19s/it, loss=0.714, pair=0.003, adv=4.504, sprd=0.021]
Ep 029/60 [S2:+mat]:  90%|██▋| 301/333 [06:14<00:38,  1.20s/it, loss=0.714, pair=0.003, adv=4.504, sprd=0.021]
Ep 029/60 [S2:+mat]:  90%|██▋| 301/333 [06:15<00:38,  1.20s/it, loss=0.716, pair=0.012, adv=4.444, sprd=0.022]
Ep 029/60 [S2:+mat]:  91%|██▋| 302/333 [06:15<00:36,  1.17s/it, loss=0.716, pair=0.012, adv=4.444, sprd=0.022]
Ep 029/60 [S2:+mat]:  91%|██▋| 302/333 [06:16<00:36,  1.17s/it, loss=0.736, pair=0.016, adv=3.853, sprd=0.026]
Ep 029/60 [S2:+mat]:  91%|██▋| 303/333 [06:16<00:37,  1.25s/it, loss=0.736, pair=0.016, adv=3.853, sprd=0.026]
Ep 029/60 [S2:+mat]:  91%|██▋| 303/333 [06:18<00:37,  1.25s/it, loss=0.708, pair=0.004, adv=3.910, sprd=0.021]
Ep 029/60 [S2:+mat]:  91%|██▋| 304/333 [06:18<00:35,  1.21s/it, loss=0.708, pair=0.004, adv=3.910, sprd=0.021]
Ep 029/60 [S2:+mat]:  91%|██▋| 304/333 [06:19<00:35,  1.21s/it, loss=0.717, pair=0.012, adv=3.712, sprd=0.019]
Ep 029/60 [S2:+mat]:  92%|██▋| 305/333 [06:19<00:34,  1.23s/it, loss=0.717, pair=0.012, adv=3.712, sprd=0.019]
Ep 029/60 [S2:+mat]:  92%|██▋| 305/333 [06:20<00:34,  1.23s/it, loss=0.735, pair=0.023, adv=3.858, sprd=0.026]
Ep 029/60 [S2:+mat]:  92%|██▊| 306/333 [06:20<00:32,  1.22s/it, loss=0.735, pair=0.023, adv=3.858, sprd=0.026]
Ep 029/60 [S2:+mat]:  92%|██▊| 306/333 [06:21<00:32,  1.22s/it, loss=0.726, pair=0.013, adv=4.030, sprd=0.024]
Ep 029/60 [S2:+mat]:  92%|██▊| 307/333 [06:21<00:33,  1.27s/it, loss=0.726, pair=0.013, adv=4.030, sprd=0.024]
Ep 029/60 [S2:+mat]:  92%|██▊| 307/333 [06:23<00:33,  1.27s/it, loss=0.717, pair=0.019, adv=3.942, sprd=0.022]
Ep 029/60 [S2:+mat]:  92%|██▊| 308/333 [06:23<00:30,  1.22s/it, loss=0.717, pair=0.019, adv=3.942, sprd=0.022]
Ep 029/60 [S2:+mat]:  92%|██▊| 308/333 [06:24<00:30,  1.22s/it, loss=0.716, pair=0.013, adv=4.153, sprd=0.020]
Ep 029/60 [S2:+mat]:  93%|██▊| 309/333 [06:24<00:30,  1.29s/it, loss=0.716, pair=0.013, adv=4.153, sprd=0.020]
Ep 029/60 [S2:+mat]:  93%|██▊| 309/333 [06:25<00:30,  1.29s/it, loss=0.743, pair=0.007, adv=4.249, sprd=0.029]
Ep 029/60 [S2:+mat]:  93%|██▊| 310/333 [06:25<00:28,  1.25s/it, loss=0.743, pair=0.007, adv=4.249, sprd=0.029]
Ep 029/60 [S2:+mat]:  93%|██▊| 310/333 [06:27<00:28,  1.25s/it, loss=0.734, pair=0.020, adv=3.708, sprd=0.024]
Ep 029/60 [S2:+mat]:  93%|██▊| 311/333 [06:27<00:28,  1.29s/it, loss=0.734, pair=0.020, adv=3.708, sprd=0.024]
Ep 029/60 [S2:+mat]:  93%|██▊| 311/333 [06:28<00:28,  1.29s/it, loss=0.721, pair=0.004, adv=3.574, sprd=0.024]
Ep 029/60 [S2:+mat]:  94%|██▊| 312/333 [06:28<00:26,  1.25s/it, loss=0.721, pair=0.004, adv=3.574, sprd=0.024]
Ep 029/60 [S2:+mat]:  94%|██▊| 312/333 [06:29<00:26,  1.25s/it, loss=0.717, pair=0.018, adv=3.618, sprd=0.021]
Ep 029/60 [S2:+mat]:  94%|██▊| 313/333 [06:29<00:25,  1.29s/it, loss=0.717, pair=0.018, adv=3.618, sprd=0.021]
Ep 029/60 [S2:+mat]:  94%|██▊| 313/333 [06:30<00:25,  1.29s/it, loss=0.740, pair=0.017, adv=3.712, sprd=0.027]
Ep 029/60 [S2:+mat]:  94%|██▊| 314/333 [06:30<00:23,  1.24s/it, loss=0.740, pair=0.017, adv=3.712, sprd=0.027]
Ep 029/60 [S2:+mat]:  94%|██▊| 314/333 [06:32<00:23,  1.24s/it, loss=0.813, pair=0.017, adv=4.344, sprd=0.023]
Ep 029/60 [S2:+mat]:  95%|██▊| 315/333 [06:32<00:23,  1.29s/it, loss=0.813, pair=0.017, adv=4.344, sprd=0.023]
Ep 029/60 [S2:+mat]:  95%|██▊| 315/333 [06:33<00:23,  1.29s/it, loss=0.740, pair=0.010, adv=4.536, sprd=0.021]
Ep 029/60 [S2:+mat]:  95%|██▊| 316/333 [06:33<00:21,  1.24s/it, loss=0.740, pair=0.010, adv=4.536, sprd=0.021]
Ep 029/60 [S2:+mat]:  95%|██▊| 316/333 [06:34<00:21,  1.24s/it, loss=0.920, pair=0.007, adv=3.872, sprd=0.029]
Ep 029/60 [S2:+mat]:  95%|██▊| 317/333 [06:34<00:19,  1.24s/it, loss=0.920, pair=0.007, adv=3.872, sprd=0.029]
Ep 029/60 [S2:+mat]:  95%|██▊| 317/333 [06:35<00:19,  1.24s/it, loss=0.748, pair=0.005, adv=4.056, sprd=0.031]
Ep 029/60 [S2:+mat]:  95%|██▊| 318/333 [06:35<00:18,  1.23s/it, loss=0.748, pair=0.005, adv=4.056, sprd=0.031]
Ep 029/60 [S2:+mat]:  95%|██▊| 318/333 [06:37<00:18,  1.23s/it, loss=0.740, pair=0.015, adv=3.807, sprd=0.025]
Ep 029/60 [S2:+mat]:  96%|██▊| 319/333 [06:37<00:17,  1.28s/it, loss=0.740, pair=0.015, adv=3.807, sprd=0.025]
Ep 029/60 [S2:+mat]:  96%|██▊| 319/333 [06:38<00:17,  1.28s/it, loss=0.723, pair=0.014, adv=3.603, sprd=0.024]
Ep 029/60 [S2:+mat]:  96%|██▉| 320/333 [06:38<00:16,  1.24s/it, loss=0.723, pair=0.014, adv=3.603, sprd=0.024]
Ep 029/60 [S2:+mat]:  96%|██▉| 320/333 [06:39<00:16,  1.24s/it, loss=0.802, pair=0.011, adv=3.892, sprd=0.021]
Ep 029/60 [S2:+mat]:  96%|██▉| 321/333 [06:39<00:15,  1.30s/it, loss=0.802, pair=0.011, adv=3.892, sprd=0.021]
Ep 029/60 [S2:+mat]:  96%|██▉| 321/333 [06:40<00:15,  1.30s/it, loss=0.706, pair=0.005, adv=3.673, sprd=0.020]
Ep 029/60 [S2:+mat]:  97%|██▉| 322/333 [06:40<00:13,  1.22s/it, loss=0.706, pair=0.005, adv=3.673, sprd=0.020]
Ep 029/60 [S2:+mat]:  97%|██▉| 322/333 [06:42<00:13,  1.22s/it, loss=0.742, pair=0.009, adv=3.986, sprd=0.028]
Ep 029/60 [S2:+mat]:  97%|██▉| 323/333 [06:42<00:12,  1.28s/it, loss=0.742, pair=0.009, adv=3.986, sprd=0.028]
Ep 029/60 [S2:+mat]:  97%|██▉| 323/333 [06:43<00:12,  1.28s/it, loss=0.725, pair=0.009, adv=3.624, sprd=0.023]
Ep 029/60 [S2:+mat]:  97%|██▉| 324/333 [06:43<00:11,  1.24s/it, loss=0.725, pair=0.009, adv=3.624, sprd=0.023]
Ep 029/60 [S2:+mat]:  97%|██▉| 324/333 [06:44<00:11,  1.24s/it, loss=0.713, pair=0.004, adv=3.741, sprd=0.021]
Ep 029/60 [S2:+mat]:  98%|██▉| 325/333 [06:44<00:10,  1.32s/it, loss=0.713, pair=0.004, adv=3.741, sprd=0.021]
Ep 029/60 [S2:+mat]:  98%|██▉| 325/333 [06:45<00:10,  1.32s/it, loss=0.737, pair=0.007, adv=4.059, sprd=0.028]
Ep 029/60 [S2:+mat]:  98%|██▉| 326/333 [06:45<00:08,  1.28s/it, loss=0.737, pair=0.007, adv=4.059, sprd=0.028]
Ep 029/60 [S2:+mat]:  98%|██▉| 326/333 [06:47<00:08,  1.28s/it, loss=0.747, pair=0.006, adv=4.023, sprd=0.029]
Ep 029/60 [S2:+mat]:  98%|██▉| 327/333 [06:47<00:07,  1.30s/it, loss=0.747, pair=0.006, adv=4.023, sprd=0.029]
Ep 029/60 [S2:+mat]:  98%|██▉| 327/333 [06:48<00:07,  1.30s/it, loss=0.728, pair=0.007, adv=3.632, sprd=0.022]
Ep 029/60 [S2:+mat]:  98%|██▉| 328/333 [06:48<00:06,  1.24s/it, loss=0.728, pair=0.007, adv=3.632, sprd=0.022]
Ep 029/60 [S2:+mat]:  98%|██▉| 328/333 [06:49<00:06,  1.24s/it, loss=0.730, pair=0.015, adv=3.518, sprd=0.021]
Ep 029/60 [S2:+mat]:  99%|██▉| 329/333 [06:49<00:05,  1.31s/it, loss=0.730, pair=0.015, adv=3.518, sprd=0.021]
Ep 029/60 [S2:+mat]:  99%|██▉| 329/333 [06:50<00:05,  1.31s/it, loss=0.712, pair=0.014, adv=3.897, sprd=0.019]
Ep 029/60 [S2:+mat]:  99%|██▉| 330/333 [06:50<00:03,  1.19s/it, loss=0.712, pair=0.014, adv=3.897, sprd=0.019]
Ep 029/60 [S2:+mat]:  99%|██▉| 330/333 [06:52<00:03,  1.19s/it, loss=0.806, pair=0.006, adv=3.428, sprd=0.022]
Ep 029/60 [S2:+mat]:  99%|██▉| 331/333 [06:52<00:02,  1.25s/it, loss=0.806, pair=0.006, adv=3.428, sprd=0.022]
Ep 029/60 [S2:+mat]:  99%|██▉| 331/333 [06:53<00:02,  1.25s/it, loss=0.723, pair=0.012, adv=3.692, sprd=0.022]
Ep 029/60 [S2:+mat]: 100%|██▉| 332/333 [06:53<00:01,  1.22s/it, loss=0.723, pair=0.012, adv=3.692, sprd=0.022]
Ep 029/60 [S2:+mat]: 100%|██▉| 332/333 [06:54<00:01,  1.22s/it, loss=0.726, pair=0.000, adv=4.539, sprd=0.024]
Ep 029/60 [S2:+mat]: 100%|███| 333/333 [06:54<00:00,  1.30s/it, loss=0.726, pair=0.000, adv=4.539, sprd=0.024]
                                                                                                              
Epoch 029/60 [S2:+mat]  loss=0.7337  mat=0.3280  sens=1.0386  pair=0.0302  adv=3.9169(rand=3.37)  deg=0.0072  orth=0.0043  spread=0.0235  q_mean=51.1  q_std=16.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.75e-05  415s

Ep 030/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 030/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.800, pair=0.011, adv=3.430, sprd=0.021]
Ep 030/60 [S2:+mat]:   0%|     | 1/333 [00:01<09:40,  1.75s/it, loss=0.800, pair=0.011, adv=3.430, sprd=0.021]
Ep 030/60 [S2:+mat]:   0%|     | 1/333 [00:02<09:40,  1.75s/it, loss=0.671, pair=0.019, adv=2.962, sprd=0.019]
Ep 030/60 [S2:+mat]:   1%|     | 2/333 [00:02<07:25,  1.35s/it, loss=0.671, pair=0.019, adv=2.962, sprd=0.019]
Ep 030/60 [S2:+mat]:   1%|     | 2/333 [00:04<07:25,  1.35s/it, loss=0.751, pair=0.008, adv=4.097, sprd=0.028]
Ep 030/60 [S2:+mat]:   1%|     | 3/333 [00:04<07:46,  1.41s/it, loss=0.751, pair=0.008, adv=4.097, sprd=0.028]
Ep 030/60 [S2:+mat]:   1%|     | 3/333 [00:05<07:46,  1.41s/it, loss=0.717, pair=0.010, adv=4.864, sprd=0.021]
Ep 030/60 [S2:+mat]:   1%|     | 4/333 [00:05<07:09,  1.30s/it, loss=0.717, pair=0.010, adv=4.864, sprd=0.021]
Ep 030/60 [S2:+mat]:   1%|     | 4/333 [00:06<07:09,  1.30s/it, loss=0.715, pair=0.018, adv=3.597, sprd=0.020]
Ep 030/60 [S2:+mat]:   2%|     | 5/333 [00:06<07:17,  1.33s/it, loss=0.715, pair=0.018, adv=3.597, sprd=0.020]
Ep 030/60 [S2:+mat]:   2%|     | 5/333 [00:07<07:17,  1.33s/it, loss=0.718, pair=0.025, adv=4.541, sprd=0.022]
Ep 030/60 [S2:+mat]:   2%|     | 6/333 [00:07<06:49,  1.25s/it, loss=0.718, pair=0.025, adv=4.541, sprd=0.022]
Ep 030/60 [S2:+mat]:   2%|     | 6/333 [00:09<06:49,  1.25s/it, loss=0.785, pair=0.005, adv=3.869, sprd=0.020]
Ep 030/60 [S2:+mat]:   2%|     | 7/333 [00:09<07:22,  1.36s/it, loss=0.785, pair=0.005, adv=3.869, sprd=0.020]
Ep 030/60 [S2:+mat]:   2%|     | 7/333 [00:10<07:22,  1.36s/it, loss=0.725, pair=0.012, adv=4.306, sprd=0.026]
Ep 030/60 [S2:+mat]:   2%|     | 8/333 [00:10<06:52,  1.27s/it, loss=0.725, pair=0.012, adv=4.306, sprd=0.026]
Ep 030/60 [S2:+mat]:   2%|     | 8/333 [00:11<06:52,  1.27s/it, loss=0.702, pair=0.003, adv=3.974, sprd=0.020]
Ep 030/60 [S2:+mat]:   3%|▏    | 9/333 [00:11<06:41,  1.24s/it, loss=0.702, pair=0.003, adv=3.974, sprd=0.020]
Ep 030/60 [S2:+mat]:   3%|▏    | 9/333 [00:12<06:41,  1.24s/it, loss=0.718, pair=0.001, adv=3.985, sprd=0.022]
Ep 030/60 [S2:+mat]:   3%|    | 10/333 [00:12<06:35,  1.22s/it, loss=0.718, pair=0.001, adv=3.985, sprd=0.022]
Ep 030/60 [S2:+mat]:   3%|    | 10/333 [00:14<06:35,  1.22s/it, loss=0.743, pair=0.004, adv=4.158, sprd=0.029]
Ep 030/60 [S2:+mat]:   3%|▏   | 11/333 [00:14<06:44,  1.26s/it, loss=0.743, pair=0.004, adv=4.158, sprd=0.029]
Ep 030/60 [S2:+mat]:   3%|▏   | 11/333 [00:15<06:44,  1.26s/it, loss=0.733, pair=0.000, adv=3.824, sprd=0.028]
Ep 030/60 [S2:+mat]:   4%|▏   | 12/333 [00:15<06:35,  1.23s/it, loss=0.733, pair=0.000, adv=3.824, sprd=0.028]
Ep 030/60 [S2:+mat]:   4%|▏   | 12/333 [00:16<06:35,  1.23s/it, loss=0.712, pair=0.010, adv=4.043, sprd=0.021]
Ep 030/60 [S2:+mat]:   4%|▏   | 13/333 [00:16<06:46,  1.27s/it, loss=0.712, pair=0.010, adv=4.043, sprd=0.021]
Ep 030/60 [S2:+mat]:   4%|▏   | 13/333 [00:17<06:46,  1.27s/it, loss=0.717, pair=0.006, adv=3.656, sprd=0.023]
Ep 030/60 [S2:+mat]:   4%|▏   | 14/333 [00:17<06:31,  1.23s/it, loss=0.717, pair=0.006, adv=3.656, sprd=0.023]
Ep 030/60 [S2:+mat]:   4%|▏   | 14/333 [00:19<06:31,  1.23s/it, loss=0.718, pair=0.007, adv=4.165, sprd=0.022]
Ep 030/60 [S2:+mat]:   5%|▏   | 15/333 [00:19<06:45,  1.27s/it, loss=0.718, pair=0.007, adv=4.165, sprd=0.022]
Ep 030/60 [S2:+mat]:   5%|▏   | 15/333 [00:20<06:45,  1.27s/it, loss=0.688, pair=0.002, adv=3.333, sprd=0.016]
Ep 030/60 [S2:+mat]:   5%|▏   | 16/333 [00:20<06:23,  1.21s/it, loss=0.688, pair=0.002, adv=3.333, sprd=0.016]
Ep 030/60 [S2:+mat]:   5%|▏   | 16/333 [00:21<06:23,  1.21s/it, loss=0.709, pair=0.010, adv=3.706, sprd=0.018]
Ep 030/60 [S2:+mat]:   5%|▏   | 17/333 [00:21<06:36,  1.25s/it, loss=0.709, pair=0.010, adv=3.706, sprd=0.018]
Ep 030/60 [S2:+mat]:   5%|▏   | 17/333 [00:22<06:36,  1.25s/it, loss=0.722, pair=0.002, adv=4.242, sprd=0.025]
Ep 030/60 [S2:+mat]:   5%|▏   | 18/333 [00:22<06:26,  1.23s/it, loss=0.722, pair=0.002, adv=4.242, sprd=0.025]
Ep 030/60 [S2:+mat]:   5%|▏   | 18/333 [00:24<06:26,  1.23s/it, loss=0.722, pair=0.002, adv=4.130, sprd=0.025]
Ep 030/60 [S2:+mat]:   6%|▏   | 19/333 [00:24<06:45,  1.29s/it, loss=0.722, pair=0.002, adv=4.130, sprd=0.025]
Ep 030/60 [S2:+mat]:   6%|▏   | 19/333 [00:25<06:45,  1.29s/it, loss=0.723, pair=0.006, adv=3.943, sprd=0.023]
Ep 030/60 [S2:+mat]:   6%|▏   | 20/333 [00:25<06:30,  1.25s/it, loss=0.723, pair=0.006, adv=3.943, sprd=0.023]
Ep 030/60 [S2:+mat]:   6%|▏   | 20/333 [00:27<06:30,  1.25s/it, loss=0.720, pair=0.020, adv=3.959, sprd=0.024]
Ep 030/60 [S2:+mat]:   6%|▎   | 21/333 [00:27<06:59,  1.35s/it, loss=0.720, pair=0.020, adv=3.959, sprd=0.024]
Ep 030/60 [S2:+mat]:   6%|▎   | 21/333 [00:28<06:59,  1.35s/it, loss=0.691, pair=0.016, adv=4.232, sprd=0.016]
Ep 030/60 [S2:+mat]:   7%|▎   | 22/333 [00:28<06:32,  1.26s/it, loss=0.691, pair=0.016, adv=4.232, sprd=0.016]
Ep 030/60 [S2:+mat]:   7%|▎   | 22/333 [00:29<06:32,  1.26s/it, loss=0.710, pair=0.013, adv=3.501, sprd=0.019]
Ep 030/60 [S2:+mat]:   7%|▎   | 23/333 [00:29<06:43,  1.30s/it, loss=0.710, pair=0.013, adv=3.501, sprd=0.019]
Ep 030/60 [S2:+mat]:   7%|▎   | 23/333 [00:30<06:43,  1.30s/it, loss=0.727, pair=0.010, adv=4.208, sprd=0.025]
Ep 030/60 [S2:+mat]:   7%|▎   | 24/333 [00:30<06:28,  1.26s/it, loss=0.727, pair=0.010, adv=4.208, sprd=0.025]
Ep 030/60 [S2:+mat]:   7%|▎   | 24/333 [00:31<06:28,  1.26s/it, loss=0.740, pair=0.003, adv=3.668, sprd=0.028]
Ep 030/60 [S2:+mat]:   8%|▎   | 25/333 [00:31<06:23,  1.25s/it, loss=0.740, pair=0.003, adv=3.668, sprd=0.028]
Ep 030/60 [S2:+mat]:   8%|▎   | 25/333 [00:33<06:23,  1.25s/it, loss=0.719, pair=0.000, adv=3.965, sprd=0.023]
Ep 030/60 [S2:+mat]:   8%|▎   | 26/333 [00:33<06:17,  1.23s/it, loss=0.719, pair=0.000, adv=3.965, sprd=0.023]
Ep 030/60 [S2:+mat]:   8%|▎   | 26/333 [00:34<06:17,  1.23s/it, loss=0.720, pair=0.000, adv=3.588, sprd=0.022]
Ep 030/60 [S2:+mat]:   8%|▎   | 27/333 [00:34<06:27,  1.27s/it, loss=0.720, pair=0.000, adv=3.588, sprd=0.022]
Ep 030/60 [S2:+mat]:   8%|▎   | 27/333 [00:35<06:27,  1.27s/it, loss=0.716, pair=0.008, adv=3.923, sprd=0.019]
Ep 030/60 [S2:+mat]:   8%|▎   | 28/333 [00:35<06:13,  1.23s/it, loss=0.716, pair=0.008, adv=3.923, sprd=0.019]
Ep 030/60 [S2:+mat]:   8%|▎   | 28/333 [00:36<06:13,  1.23s/it, loss=0.720, pair=0.011, adv=4.194, sprd=0.022]
Ep 030/60 [S2:+mat]:   9%|▎   | 29/333 [00:36<06:29,  1.28s/it, loss=0.720, pair=0.011, adv=4.194, sprd=0.022]
Ep 030/60 [S2:+mat]:   9%|▎   | 29/333 [00:38<06:29,  1.28s/it, loss=0.735, pair=0.005, adv=3.700, sprd=0.027]
Ep 030/60 [S2:+mat]:   9%|▎   | 30/333 [00:38<06:22,  1.26s/it, loss=0.735, pair=0.005, adv=3.700, sprd=0.027]
Ep 030/60 [S2:+mat]:   9%|▎   | 30/333 [00:39<06:22,  1.26s/it, loss=0.752, pair=0.027, adv=4.398, sprd=0.031]
Ep 030/60 [S2:+mat]:   9%|▎   | 31/333 [00:39<06:33,  1.30s/it, loss=0.752, pair=0.027, adv=4.398, sprd=0.031]
Ep 030/60 [S2:+mat]:   9%|▎   | 31/333 [00:40<06:33,  1.30s/it, loss=0.721, pair=0.010, adv=4.368, sprd=0.025]
Ep 030/60 [S2:+mat]:  10%|▍   | 32/333 [00:40<06:18,  1.26s/it, loss=0.721, pair=0.010, adv=4.368, sprd=0.025]
Ep 030/60 [S2:+mat]:  10%|▍   | 32/333 [00:42<06:18,  1.26s/it, loss=0.743, pair=0.005, adv=3.649, sprd=0.028]
Ep 030/60 [S2:+mat]:  10%|▍   | 33/333 [00:42<06:40,  1.34s/it, loss=0.743, pair=0.005, adv=3.649, sprd=0.028]
Ep 030/60 [S2:+mat]:  10%|▍   | 33/333 [00:43<06:40,  1.34s/it, loss=0.694, pair=0.004, adv=4.113, sprd=0.018]
Ep 030/60 [S2:+mat]:  10%|▍   | 34/333 [00:43<06:12,  1.25s/it, loss=0.694, pair=0.004, adv=4.113, sprd=0.018]
Ep 030/60 [S2:+mat]:  10%|▍   | 34/333 [00:44<06:12,  1.25s/it, loss=0.703, pair=0.005, adv=3.072, sprd=0.025]
Ep 030/60 [S2:+mat]:  11%|▍   | 35/333 [00:44<06:30,  1.31s/it, loss=0.703, pair=0.005, adv=3.072, sprd=0.025]
Ep 030/60 [S2:+mat]:  11%|▍   | 35/333 [00:45<06:30,  1.31s/it, loss=0.730, pair=0.011, adv=3.493, sprd=0.023]
Ep 030/60 [S2:+mat]:  11%|▍   | 36/333 [00:45<06:16,  1.27s/it, loss=0.730, pair=0.011, adv=3.493, sprd=0.023]
Ep 030/60 [S2:+mat]:  11%|▍   | 36/333 [00:47<06:16,  1.27s/it, loss=0.793, pair=0.008, adv=3.755, sprd=0.021]
Ep 030/60 [S2:+mat]:  11%|▍   | 37/333 [00:47<06:26,  1.31s/it, loss=0.793, pair=0.008, adv=3.755, sprd=0.021]
Ep 030/60 [S2:+mat]:  11%|▍   | 37/333 [00:48<06:26,  1.31s/it, loss=0.717, pair=0.002, adv=3.854, sprd=0.019]
Ep 030/60 [S2:+mat]:  11%|▍   | 38/333 [00:48<06:09,  1.25s/it, loss=0.717, pair=0.002, adv=3.854, sprd=0.019]
Ep 030/60 [S2:+mat]:  11%|▍   | 38/333 [00:49<06:09,  1.25s/it, loss=0.704, pair=0.001, adv=3.540, sprd=0.019]
Ep 030/60 [S2:+mat]:  12%|▍   | 39/333 [00:49<06:16,  1.28s/it, loss=0.704, pair=0.001, adv=3.540, sprd=0.019]
Ep 030/60 [S2:+mat]:  12%|▍   | 39/333 [00:50<06:16,  1.28s/it, loss=0.701, pair=0.000, adv=3.570, sprd=0.017]
Ep 030/60 [S2:+mat]:  12%|▍   | 40/333 [00:50<05:39,  1.16s/it, loss=0.701, pair=0.000, adv=3.570, sprd=0.017]
Ep 030/60 [S2:+mat]:  12%|▍   | 40/333 [00:51<05:39,  1.16s/it, loss=0.704, pair=0.007, adv=3.774, sprd=0.018]
Ep 030/60 [S2:+mat]:  12%|▍   | 41/333 [00:51<05:48,  1.20s/it, loss=0.704, pair=0.007, adv=3.774, sprd=0.018]
Ep 030/60 [S2:+mat]:  12%|▍   | 41/333 [00:53<05:48,  1.20s/it, loss=0.725, pair=0.005, adv=3.757, sprd=0.023]
Ep 030/60 [S2:+mat]:  13%|▌   | 42/333 [00:53<05:48,  1.20s/it, loss=0.725, pair=0.005, adv=3.757, sprd=0.023]
Ep 030/60 [S2:+mat]:  13%|▌   | 42/333 [00:54<05:48,  1.20s/it, loss=0.744, pair=0.002, adv=3.883, sprd=0.031]
Ep 030/60 [S2:+mat]:  13%|▌   | 43/333 [00:54<06:12,  1.28s/it, loss=0.744, pair=0.002, adv=3.883, sprd=0.031]
Ep 030/60 [S2:+mat]:  13%|▌   | 43/333 [00:55<06:12,  1.28s/it, loss=0.712, pair=0.018, adv=4.161, sprd=0.022]
Ep 030/60 [S2:+mat]:  13%|▌   | 44/333 [00:55<05:59,  1.24s/it, loss=0.712, pair=0.018, adv=4.161, sprd=0.022]
Ep 030/60 [S2:+mat]:  13%|▌   | 44/333 [00:57<05:59,  1.24s/it, loss=0.716, pair=0.001, adv=4.489, sprd=0.024]
Ep 030/60 [S2:+mat]:  14%|▌   | 45/333 [00:57<06:16,  1.31s/it, loss=0.716, pair=0.001, adv=4.489, sprd=0.024]
Ep 030/60 [S2:+mat]:  14%|▌   | 45/333 [00:58<06:16,  1.31s/it, loss=0.743, pair=0.020, adv=4.265, sprd=0.030]
Ep 030/60 [S2:+mat]:  14%|▌   | 46/333 [00:58<06:06,  1.28s/it, loss=0.743, pair=0.020, adv=4.265, sprd=0.030]
Ep 030/60 [S2:+mat]:  14%|▌   | 46/333 [00:59<06:06,  1.28s/it, loss=0.712, pair=0.009, adv=4.386, sprd=0.023]
Ep 030/60 [S2:+mat]:  14%|▌   | 47/333 [00:59<06:16,  1.32s/it, loss=0.712, pair=0.009, adv=4.386, sprd=0.023]
Ep 030/60 [S2:+mat]:  14%|▌   | 47/333 [01:00<06:16,  1.32s/it, loss=0.711, pair=0.005, adv=4.648, sprd=0.020]
Ep 030/60 [S2:+mat]:  14%|▌   | 48/333 [01:00<05:57,  1.26s/it, loss=0.711, pair=0.005, adv=4.648, sprd=0.020]
Ep 030/60 [S2:+mat]:  14%|▌   | 48/333 [01:02<05:57,  1.26s/it, loss=0.734, pair=0.005, adv=4.155, sprd=0.027]
Ep 030/60 [S2:+mat]:  15%|▌   | 49/333 [01:02<06:13,  1.31s/it, loss=0.734, pair=0.005, adv=4.155, sprd=0.027]
Ep 030/60 [S2:+mat]:  15%|▌   | 49/333 [01:03<06:13,  1.31s/it, loss=0.719, pair=0.011, adv=4.035, sprd=0.023]
Ep 030/60 [S2:+mat]:  15%|▌   | 50/333 [01:03<05:56,  1.26s/it, loss=0.719, pair=0.011, adv=4.035, sprd=0.023]
Ep 030/60 [S2:+mat]:  15%|▌   | 50/333 [01:04<05:56,  1.26s/it, loss=0.716, pair=0.017, adv=3.901, sprd=0.022]
Ep 030/60 [S2:+mat]:  15%|▌   | 51/333 [01:04<06:07,  1.30s/it, loss=0.716, pair=0.017, adv=3.901, sprd=0.022]
Ep 030/60 [S2:+mat]:  15%|▌   | 51/333 [01:06<06:07,  1.30s/it, loss=0.693, pair=0.009, adv=4.147, sprd=0.018]
Ep 030/60 [S2:+mat]:  16%|▌   | 52/333 [01:06<05:53,  1.26s/it, loss=0.693, pair=0.009, adv=4.147, sprd=0.018]
Ep 030/60 [S2:+mat]:  16%|▌   | 52/333 [01:07<05:53,  1.26s/it, loss=0.716, pair=0.005, adv=4.140, sprd=0.022]
Ep 030/60 [S2:+mat]:  16%|▋   | 53/333 [01:07<06:04,  1.30s/it, loss=0.716, pair=0.005, adv=4.140, sprd=0.022]
Ep 030/60 [S2:+mat]:  16%|▋   | 53/333 [01:08<06:04,  1.30s/it, loss=0.721, pair=0.005, adv=4.406, sprd=0.025]
Ep 030/60 [S2:+mat]:  16%|▋   | 54/333 [01:08<05:55,  1.27s/it, loss=0.721, pair=0.005, adv=4.406, sprd=0.025]
Ep 030/60 [S2:+mat]:  16%|▋   | 54/333 [01:09<05:55,  1.27s/it, loss=0.721, pair=0.004, adv=3.835, sprd=0.025]
Ep 030/60 [S2:+mat]:  17%|▋   | 55/333 [01:09<05:47,  1.25s/it, loss=0.721, pair=0.004, adv=3.835, sprd=0.025]
Ep 030/60 [S2:+mat]:  17%|▋   | 55/333 [01:11<05:47,  1.25s/it, loss=1.079, pair=1.087, adv=3.665, sprd=0.032]
Ep 030/60 [S2:+mat]:  17%|▋   | 56/333 [01:11<05:43,  1.24s/it, loss=1.079, pair=1.087, adv=3.665, sprd=0.032]
Ep 030/60 [S2:+mat]:  17%|▋   | 56/333 [01:12<05:43,  1.24s/it, loss=0.697, pair=0.001, adv=3.950, sprd=0.017]
Ep 030/60 [S2:+mat]:  17%|▋   | 57/333 [01:12<05:34,  1.21s/it, loss=0.697, pair=0.001, adv=3.950, sprd=0.017]
Ep 030/60 [S2:+mat]:  17%|▋   | 57/333 [01:13<05:34,  1.21s/it, loss=0.719, pair=0.006, adv=3.912, sprd=0.022]
Ep 030/60 [S2:+mat]:  17%|▋   | 58/333 [01:13<05:06,  1.11s/it, loss=0.719, pair=0.006, adv=3.912, sprd=0.022]
Ep 030/60 [S2:+mat]:  17%|▋   | 58/333 [01:14<05:06,  1.11s/it, loss=0.721, pair=0.020, adv=4.477, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 59/333 [01:14<05:43,  1.25s/it, loss=0.721, pair=0.020, adv=4.477, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 59/333 [01:15<05:43,  1.25s/it, loss=0.713, pair=0.018, adv=3.903, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 60/333 [01:15<05:18,  1.17s/it, loss=0.713, pair=0.018, adv=3.903, sprd=0.022]
Ep 030/60 [S2:+mat]:  18%|▋   | 60/333 [01:17<05:18,  1.17s/it, loss=0.739, pair=0.017, adv=3.708, sprd=0.025]
Ep 030/60 [S2:+mat]:  18%|▋   | 61/333 [01:17<05:55,  1.31s/it, loss=0.739, pair=0.017, adv=3.708, sprd=0.025]
Ep 030/60 [S2:+mat]:  18%|▋   | 61/333 [01:18<05:55,  1.31s/it, loss=0.722, pair=0.017, adv=4.217, sprd=0.021]
Ep 030/60 [S2:+mat]:  19%|▋   | 62/333 [01:18<05:34,  1.23s/it, loss=0.722, pair=0.017, adv=4.217, sprd=0.021]
Ep 030/60 [S2:+mat]:  19%|▋   | 62/333 [01:19<05:34,  1.23s/it, loss=0.900, pair=0.010, adv=3.885, sprd=0.022]
Ep 030/60 [S2:+mat]:  19%|▊   | 63/333 [01:19<05:49,  1.29s/it, loss=0.900, pair=0.010, adv=3.885, sprd=0.022]
Ep 030/60 [S2:+mat]:  19%|▊   | 63/333 [01:21<05:49,  1.29s/it, loss=0.723, pair=0.004, adv=3.597, sprd=0.026]
Ep 030/60 [S2:+mat]:  19%|▊   | 64/333 [01:21<05:36,  1.25s/it, loss=0.723, pair=0.004, adv=3.597, sprd=0.026]
Ep 030/60 [S2:+mat]:  19%|▊   | 64/333 [01:22<05:36,  1.25s/it, loss=0.733, pair=0.003, adv=3.555, sprd=0.027]
Ep 030/60 [S2:+mat]:  20%|▊   | 65/333 [01:22<06:03,  1.36s/it, loss=0.733, pair=0.003, adv=3.555, sprd=0.027]
Ep 030/60 [S2:+mat]:  20%|▊   | 65/333 [01:23<06:03,  1.36s/it, loss=0.731, pair=0.016, adv=3.739, sprd=0.023]
Ep 030/60 [S2:+mat]:  20%|▊   | 66/333 [01:23<05:56,  1.34s/it, loss=0.731, pair=0.016, adv=3.739, sprd=0.023]
Ep 030/60 [S2:+mat]:  20%|▊   | 66/333 [01:25<05:56,  1.34s/it, loss=0.718, pair=0.000, adv=3.762, sprd=0.024]
Ep 030/60 [S2:+mat]:  20%|▊   | 67/333 [01:25<06:18,  1.42s/it, loss=0.718, pair=0.000, adv=3.762, sprd=0.024]
Ep 030/60 [S2:+mat]:  20%|▊   | 67/333 [01:26<06:18,  1.42s/it, loss=0.741, pair=0.009, adv=4.396, sprd=0.030]
Ep 030/60 [S2:+mat]:  20%|▊   | 68/333 [01:26<06:03,  1.37s/it, loss=0.741, pair=0.009, adv=4.396, sprd=0.030]
Ep 030/60 [S2:+mat]:  20%|▊   | 68/333 [01:28<06:03,  1.37s/it, loss=0.719, pair=0.000, adv=4.465, sprd=0.023]
Ep 030/60 [S2:+mat]:  21%|▊   | 69/333 [01:28<06:19,  1.44s/it, loss=0.719, pair=0.000, adv=4.465, sprd=0.023]
Ep 030/60 [S2:+mat]:  21%|▊   | 69/333 [01:29<06:19,  1.44s/it, loss=0.711, pair=0.005, adv=4.122, sprd=0.021]
Ep 030/60 [S2:+mat]:  21%|▊   | 70/333 [01:29<06:04,  1.38s/it, loss=0.711, pair=0.005, adv=4.122, sprd=0.021]
Ep 030/60 [S2:+mat]:  21%|▊   | 70/333 [01:30<06:04,  1.38s/it, loss=0.702, pair=0.004, adv=3.810, sprd=0.019]
Ep 030/60 [S2:+mat]:  21%|▊   | 71/333 [01:30<05:52,  1.35s/it, loss=0.702, pair=0.004, adv=3.810, sprd=0.019]
Ep 030/60 [S2:+mat]:  21%|▊   | 71/333 [01:31<05:52,  1.35s/it, loss=0.709, pair=0.003, adv=3.426, sprd=0.016]
Ep 030/60 [S2:+mat]:  22%|▊   | 72/333 [01:31<05:31,  1.27s/it, loss=0.709, pair=0.003, adv=3.426, sprd=0.016]
Ep 030/60 [S2:+mat]:  22%|▊   | 72/333 [01:33<05:31,  1.27s/it, loss=0.717, pair=0.008, adv=3.745, sprd=0.021]
Ep 030/60 [S2:+mat]:  22%|▉   | 73/333 [01:33<05:56,  1.37s/it, loss=0.717, pair=0.008, adv=3.745, sprd=0.021]
Ep 030/60 [S2:+mat]:  22%|▉   | 73/333 [01:34<05:56,  1.37s/it, loss=0.734, pair=0.004, adv=4.134, sprd=0.025]
Ep 030/60 [S2:+mat]:  22%|▉   | 74/333 [01:34<05:47,  1.34s/it, loss=0.734, pair=0.004, adv=4.134, sprd=0.025]
Ep 030/60 [S2:+mat]:  22%|▉   | 74/333 [01:36<05:47,  1.34s/it, loss=0.713, pair=0.006, adv=3.608, sprd=0.021]
Ep 030/60 [S2:+mat]:  23%|▉   | 75/333 [01:36<06:00,  1.40s/it, loss=0.713, pair=0.006, adv=3.608, sprd=0.021]
Ep 030/60 [S2:+mat]:  23%|▉   | 75/333 [01:37<06:00,  1.40s/it, loss=0.720, pair=0.004, adv=3.826, sprd=0.021]
Ep 030/60 [S2:+mat]:  23%|▉   | 76/333 [01:37<05:50,  1.36s/it, loss=0.720, pair=0.004, adv=3.826, sprd=0.021]
Ep 030/60 [S2:+mat]:  23%|▉   | 76/333 [01:39<05:50,  1.36s/it, loss=0.737, pair=0.011, adv=3.991, sprd=0.027]
Ep 030/60 [S2:+mat]:  23%|▉   | 77/333 [01:39<06:07,  1.44s/it, loss=0.737, pair=0.011, adv=3.991, sprd=0.027]
Ep 030/60 [S2:+mat]:  23%|▉   | 77/333 [01:40<06:07,  1.44s/it, loss=0.732, pair=0.012, adv=3.885, sprd=0.025]
Ep 030/60 [S2:+mat]:  23%|▉   | 78/333 [01:40<05:59,  1.41s/it, loss=0.732, pair=0.012, adv=3.885, sprd=0.025]
Ep 030/60 [S2:+mat]:  23%|▉   | 78/333 [01:42<05:59,  1.41s/it, loss=0.736, pair=0.005, adv=3.966, sprd=0.026]
Ep 030/60 [S2:+mat]:  24%|▉   | 79/333 [01:42<06:14,  1.48s/it, loss=0.736, pair=0.005, adv=3.966, sprd=0.026]
Ep 030/60 [S2:+mat]:  24%|▉   | 79/333 [01:43<06:14,  1.48s/it, loss=0.712, pair=0.000, adv=3.797, sprd=0.022]
Ep 030/60 [S2:+mat]:  24%|▉   | 80/333 [01:43<06:00,  1.43s/it, loss=0.712, pair=0.000, adv=3.797, sprd=0.022]
Ep 030/60 [S2:+mat]:  24%|▉   | 80/333 [01:45<06:00,  1.43s/it, loss=0.747, pair=0.005, adv=3.563, sprd=0.022]
Ep 030/60 [S2:+mat]:  24%|▉   | 81/333 [01:45<06:09,  1.47s/it, loss=0.747, pair=0.005, adv=3.563, sprd=0.022]
Ep 030/60 [S2:+mat]:  24%|▉   | 81/333 [01:46<06:09,  1.47s/it, loss=0.753, pair=0.012, adv=3.888, sprd=0.030]
Ep 030/60 [S2:+mat]:  25%|▉   | 82/333 [01:46<06:00,  1.44s/it, loss=0.753, pair=0.012, adv=3.888, sprd=0.030]
Ep 030/60 [S2:+mat]:  25%|▉   | 82/333 [01:48<06:00,  1.44s/it, loss=0.718, pair=0.000, adv=3.778, sprd=0.024]
Ep 030/60 [S2:+mat]:  25%|▉   | 83/333 [01:48<06:12,  1.49s/it, loss=0.718, pair=0.000, adv=3.778, sprd=0.024]
Ep 030/60 [S2:+mat]:  25%|▉   | 83/333 [01:49<06:12,  1.49s/it, loss=0.753, pair=0.007, adv=3.774, sprd=0.031]
Ep 030/60 [S2:+mat]:  25%|█   | 84/333 [01:49<05:53,  1.42s/it, loss=0.753, pair=0.007, adv=3.774, sprd=0.031]
Ep 030/60 [S2:+mat]:  25%|█   | 84/333 [01:50<05:53,  1.42s/it, loss=0.711, pair=0.005, adv=3.392, sprd=0.021]
Ep 030/60 [S2:+mat]:  26%|█   | 85/333 [01:50<05:59,  1.45s/it, loss=0.711, pair=0.005, adv=3.392, sprd=0.021]
Ep 030/60 [S2:+mat]:  26%|█   | 85/333 [01:52<05:59,  1.45s/it, loss=0.719, pair=0.013, adv=4.003, sprd=0.022]
Ep 030/60 [S2:+mat]:  26%|█   | 86/333 [01:52<05:46,  1.40s/it, loss=0.719, pair=0.013, adv=4.003, sprd=0.022]
Ep 030/60 [S2:+mat]:  26%|█   | 86/333 [01:53<05:46,  1.40s/it, loss=0.739, pair=0.007, adv=4.020, sprd=0.025]
Ep 030/60 [S2:+mat]:  26%|█   | 87/333 [01:53<06:00,  1.47s/it, loss=0.739, pair=0.007, adv=4.020, sprd=0.025]
Ep 030/60 [S2:+mat]:  26%|█   | 87/333 [01:55<06:00,  1.47s/it, loss=0.710, pair=0.010, adv=3.379, sprd=0.020]
Ep 030/60 [S2:+mat]:  26%|█   | 88/333 [01:55<05:47,  1.42s/it, loss=0.710, pair=0.010, adv=3.379, sprd=0.020]
Ep 030/60 [S2:+mat]:  26%|█   | 88/333 [01:56<05:47,  1.42s/it, loss=0.714, pair=0.020, adv=3.846, sprd=0.017]
Ep 030/60 [S2:+mat]:  27%|█   | 89/333 [01:56<05:58,  1.47s/it, loss=0.714, pair=0.020, adv=3.846, sprd=0.017]
Ep 030/60 [S2:+mat]:  27%|█   | 89/333 [01:58<05:58,  1.47s/it, loss=0.753, pair=0.017, adv=4.480, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 90/333 [01:58<05:48,  1.43s/it, loss=0.753, pair=0.017, adv=4.480, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 90/333 [01:59<05:48,  1.43s/it, loss=0.749, pair=0.011, adv=3.780, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 91/333 [01:59<06:00,  1.49s/it, loss=0.749, pair=0.011, adv=3.780, sprd=0.031]
Ep 030/60 [S2:+mat]:  27%|█   | 91/333 [02:00<06:00,  1.49s/it, loss=0.727, pair=0.010, adv=4.011, sprd=0.023]
Ep 030/60 [S2:+mat]:  28%|█   | 92/333 [02:00<05:47,  1.44s/it, loss=0.727, pair=0.010, adv=4.011, sprd=0.023]
Ep 030/60 [S2:+mat]:  28%|█   | 92/333 [02:02<05:47,  1.44s/it, loss=0.733, pair=0.001, adv=4.126, sprd=0.026]
Ep 030/60 [S2:+mat]:  28%|█   | 93/333 [02:02<05:59,  1.50s/it, loss=0.733, pair=0.001, adv=4.126, sprd=0.026]
Ep 030/60 [S2:+mat]:  28%|█   | 93/333 [02:03<05:59,  1.50s/it, loss=0.715, pair=0.005, adv=4.048, sprd=0.023]
Ep 030/60 [S2:+mat]:  28%|█▏  | 94/333 [02:03<05:44,  1.44s/it, loss=0.715, pair=0.005, adv=4.048, sprd=0.023]
Ep 030/60 [S2:+mat]:  28%|█▏  | 94/333 [02:05<05:44,  1.44s/it, loss=0.703, pair=0.002, adv=3.327, sprd=0.018]
Ep 030/60 [S2:+mat]:  29%|█▏  | 95/333 [02:05<05:48,  1.46s/it, loss=0.703, pair=0.002, adv=3.327, sprd=0.018]
Ep 030/60 [S2:+mat]:  29%|█▏  | 95/333 [02:06<05:48,  1.46s/it, loss=0.727, pair=0.000, adv=3.744, sprd=0.027]
Ep 030/60 [S2:+mat]:  29%|█▏  | 96/333 [02:06<05:20,  1.35s/it, loss=0.727, pair=0.000, adv=3.744, sprd=0.027]
Ep 030/60 [S2:+mat]:  29%|█▏  | 96/333 [02:08<05:20,  1.35s/it, loss=0.728, pair=0.001, adv=4.121, sprd=0.025]
Ep 030/60 [S2:+mat]:  29%|█▏  | 97/333 [02:08<05:38,  1.44s/it, loss=0.728, pair=0.001, adv=4.121, sprd=0.025]
Ep 030/60 [S2:+mat]:  29%|█▏  | 97/333 [02:09<05:38,  1.44s/it, loss=0.754, pair=0.002, adv=3.704, sprd=0.030]
Ep 030/60 [S2:+mat]:  29%|█▏  | 98/333 [02:09<05:31,  1.41s/it, loss=0.754, pair=0.002, adv=3.704, sprd=0.030]
Ep 030/60 [S2:+mat]:  29%|█▏  | 98/333 [02:11<05:31,  1.41s/it, loss=0.728, pair=0.018, adv=3.824, sprd=0.025]
Ep 030/60 [S2:+mat]:  30%|█▏  | 99/333 [02:11<05:40,  1.46s/it, loss=0.728, pair=0.018, adv=3.824, sprd=0.025]
Ep 030/60 [S2:+mat]:  30%|█▏  | 99/333 [02:12<05:40,  1.46s/it, loss=0.692, pair=0.005, adv=3.649, sprd=0.018]
Ep 030/60 [S2:+mat]:  30%|▉  | 100/333 [02:12<05:28,  1.41s/it, loss=0.692, pair=0.005, adv=3.649, sprd=0.018]
Ep 030/60 [S2:+mat]:  30%|▉  | 100/333 [02:14<05:28,  1.41s/it, loss=0.746, pair=0.011, adv=3.989, sprd=0.027]
Ep 030/60 [S2:+mat]:  30%|▉  | 101/333 [02:14<05:47,  1.50s/it, loss=0.746, pair=0.011, adv=3.989, sprd=0.027]
Ep 030/60 [S2:+mat]:  30%|▉  | 101/333 [02:15<05:47,  1.50s/it, loss=0.753, pair=0.019, adv=4.218, sprd=0.031]
Ep 030/60 [S2:+mat]:  31%|▉  | 102/333 [02:15<05:36,  1.46s/it, loss=0.753, pair=0.019, adv=4.218, sprd=0.031]
Ep 030/60 [S2:+mat]:  31%|▉  | 102/333 [02:17<05:36,  1.46s/it, loss=0.748, pair=0.020, adv=3.631, sprd=0.025]
Ep 030/60 [S2:+mat]:  31%|▉  | 103/333 [02:17<05:53,  1.54s/it, loss=0.748, pair=0.020, adv=3.631, sprd=0.025]
Ep 030/60 [S2:+mat]:  31%|▉  | 103/333 [02:18<05:53,  1.54s/it, loss=0.729, pair=0.016, adv=3.720, sprd=0.025]
Ep 030/60 [S2:+mat]:  31%|▉  | 104/333 [02:18<05:41,  1.49s/it, loss=0.729, pair=0.016, adv=3.720, sprd=0.025]
Ep 030/60 [S2:+mat]:  31%|▉  | 104/333 [02:20<05:41,  1.49s/it, loss=0.727, pair=0.013, adv=4.015, sprd=0.023]
Ep 030/60 [S2:+mat]:  32%|▉  | 105/333 [02:20<05:49,  1.53s/it, loss=0.727, pair=0.013, adv=4.015, sprd=0.023]
Ep 030/60 [S2:+mat]:  32%|▉  | 105/333 [02:21<05:49,  1.53s/it, loss=0.760, pair=0.045, adv=4.040, sprd=0.027]
Ep 030/60 [S2:+mat]:  32%|▉  | 106/333 [02:21<05:36,  1.48s/it, loss=0.760, pair=0.045, adv=4.040, sprd=0.027]
Ep 030/60 [S2:+mat]:  32%|▉  | 106/333 [02:23<05:36,  1.48s/it, loss=0.717, pair=0.002, adv=3.803, sprd=0.020]
Ep 030/60 [S2:+mat]:  32%|▉  | 107/333 [02:23<05:49,  1.55s/it, loss=0.717, pair=0.002, adv=3.803, sprd=0.020]
Ep 030/60 [S2:+mat]:  32%|▉  | 107/333 [02:24<05:49,  1.55s/it, loss=0.720, pair=0.020, adv=3.652, sprd=0.020]
Ep 030/60 [S2:+mat]:  32%|▉  | 108/333 [02:24<05:25,  1.45s/it, loss=0.720, pair=0.020, adv=3.652, sprd=0.020]
Ep 030/60 [S2:+mat]:  32%|▉  | 108/333 [02:26<05:25,  1.45s/it, loss=0.722, pair=0.000, adv=4.204, sprd=0.025]
Ep 030/60 [S2:+mat]:  33%|▉  | 109/333 [02:26<05:37,  1.51s/it, loss=0.722, pair=0.000, adv=4.204, sprd=0.025]
Ep 030/60 [S2:+mat]:  33%|▉  | 109/333 [02:27<05:37,  1.51s/it, loss=1.315, pair=2.045, adv=3.939, sprd=0.019]
Ep 030/60 [S2:+mat]:  33%|▉  | 110/333 [02:27<05:20,  1.44s/it, loss=1.315, pair=2.045, adv=3.939, sprd=0.019]
Ep 030/60 [S2:+mat]:  33%|▉  | 110/333 [02:28<05:20,  1.44s/it, loss=0.725, pair=0.041, adv=3.890, sprd=0.021]
Ep 030/60 [S2:+mat]:  33%|█  | 111/333 [02:28<05:28,  1.48s/it, loss=0.725, pair=0.041, adv=3.890, sprd=0.021]
Ep 030/60 [S2:+mat]:  33%|█  | 111/333 [02:30<05:28,  1.48s/it, loss=0.745, pair=0.004, adv=3.637, sprd=0.029]
Ep 030/60 [S2:+mat]:  34%|█  | 112/333 [02:30<05:19,  1.45s/it, loss=0.745, pair=0.004, adv=3.637, sprd=0.029]
Ep 030/60 [S2:+mat]:  34%|█  | 112/333 [02:31<05:19,  1.45s/it, loss=0.839, pair=0.021, adv=4.177, sprd=0.030]
Ep 030/60 [S2:+mat]:  34%|█  | 113/333 [02:31<05:34,  1.52s/it, loss=0.839, pair=0.021, adv=4.177, sprd=0.030]
Ep 030/60 [S2:+mat]:  34%|█  | 113/333 [02:33<05:34,  1.52s/it, loss=0.749, pair=0.050, adv=3.922, sprd=0.026]
Ep 030/60 [S2:+mat]:  34%|█  | 114/333 [02:33<05:22,  1.47s/it, loss=0.749, pair=0.050, adv=3.922, sprd=0.026]
Ep 030/60 [S2:+mat]:  34%|█  | 114/333 [02:34<05:22,  1.47s/it, loss=0.731, pair=0.036, adv=4.288, sprd=0.023]
Ep 030/60 [S2:+mat]:  35%|█  | 115/333 [02:34<05:29,  1.51s/it, loss=0.731, pair=0.036, adv=4.288, sprd=0.023]
Ep 030/60 [S2:+mat]:  35%|█  | 115/333 [02:36<05:29,  1.51s/it, loss=0.723, pair=0.006, adv=3.836, sprd=0.024]
Ep 030/60 [S2:+mat]:  35%|█  | 116/333 [02:36<05:16,  1.46s/it, loss=0.723, pair=0.006, adv=3.836, sprd=0.024]
Ep 030/60 [S2:+mat]:  35%|█  | 116/333 [02:37<05:16,  1.46s/it, loss=0.889, pair=0.011, adv=3.872, sprd=0.030]
Ep 030/60 [S2:+mat]:  35%|█  | 117/333 [02:37<05:28,  1.52s/it, loss=0.889, pair=0.011, adv=3.872, sprd=0.030]
Ep 030/60 [S2:+mat]:  35%|█  | 117/333 [02:39<05:28,  1.52s/it, loss=0.700, pair=0.010, adv=3.520, sprd=0.018]
Ep 030/60 [S2:+mat]:  35%|█  | 118/333 [02:39<05:13,  1.46s/it, loss=0.700, pair=0.010, adv=3.520, sprd=0.018]
Ep 030/60 [S2:+mat]:  35%|█  | 118/333 [02:40<05:13,  1.46s/it, loss=0.836, pair=0.020, adv=4.322, sprd=0.029]
Ep 030/60 [S2:+mat]:  36%|█  | 119/333 [02:40<05:26,  1.53s/it, loss=0.836, pair=0.020, adv=4.322, sprd=0.029]
Ep 030/60 [S2:+mat]:  36%|█  | 119/333 [02:41<05:26,  1.53s/it, loss=1.263, pair=1.823, adv=3.591, sprd=0.022]
Ep 030/60 [S2:+mat]:  36%|█  | 120/333 [02:41<04:50,  1.37s/it, loss=1.263, pair=1.823, adv=3.591, sprd=0.022]
Ep 030/60 [S2:+mat]:  36%|█  | 120/333 [02:43<04:50,  1.37s/it, loss=0.722, pair=0.007, adv=4.208, sprd=0.020]
Ep 030/60 [S2:+mat]:  36%|█  | 121/333 [02:43<05:06,  1.45s/it, loss=0.722, pair=0.007, adv=4.208, sprd=0.020]
Ep 030/60 [S2:+mat]:  36%|█  | 121/333 [02:44<05:06,  1.45s/it, loss=0.714, pair=0.007, adv=3.479, sprd=0.020]
Ep 030/60 [S2:+mat]:  37%|█  | 122/333 [02:44<04:56,  1.40s/it, loss=0.714, pair=0.007, adv=3.479, sprd=0.020]
Ep 030/60 [S2:+mat]:  37%|█  | 122/333 [02:46<04:56,  1.40s/it, loss=0.808, pair=0.008, adv=4.018, sprd=0.023]
Ep 030/60 [S2:+mat]:  37%|█  | 123/333 [02:46<05:09,  1.47s/it, loss=0.808, pair=0.008, adv=4.018, sprd=0.023]
Ep 030/60 [S2:+mat]:  37%|█  | 123/333 [02:47<05:09,  1.47s/it, loss=0.711, pair=0.000, adv=3.939, sprd=0.022]
Ep 030/60 [S2:+mat]:  37%|█  | 124/333 [02:47<04:56,  1.42s/it, loss=0.711, pair=0.000, adv=3.939, sprd=0.022]
Ep 030/60 [S2:+mat]:  37%|█  | 124/333 [02:49<04:56,  1.42s/it, loss=0.745, pair=0.005, adv=4.521, sprd=0.031]
Ep 030/60 [S2:+mat]:  38%|█▏ | 125/333 [02:49<05:11,  1.50s/it, loss=0.745, pair=0.005, adv=4.521, sprd=0.031]
Ep 030/60 [S2:+mat]:  38%|█▏ | 125/333 [02:50<05:11,  1.50s/it, loss=0.671, pair=0.005, adv=3.103, sprd=0.015]
Ep 030/60 [S2:+mat]:  38%|█▏ | 126/333 [02:50<04:55,  1.43s/it, loss=0.671, pair=0.005, adv=3.103, sprd=0.015]
Ep 030/60 [S2:+mat]:  38%|█▏ | 126/333 [02:52<04:55,  1.43s/it, loss=0.734, pair=0.024, adv=3.708, sprd=0.021]
Ep 030/60 [S2:+mat]:  38%|█▏ | 127/333 [02:52<05:02,  1.47s/it, loss=0.734, pair=0.024, adv=3.708, sprd=0.021]
Ep 030/60 [S2:+mat]:  38%|█▏ | 127/333 [02:53<05:02,  1.47s/it, loss=0.744, pair=0.001, adv=3.757, sprd=0.029]
Ep 030/60 [S2:+mat]:  38%|█▏ | 128/333 [02:53<04:57,  1.45s/it, loss=0.744, pair=0.001, adv=3.757, sprd=0.029]
Ep 030/60 [S2:+mat]:  38%|█▏ | 128/333 [02:55<04:57,  1.45s/it, loss=0.747, pair=0.007, adv=4.401, sprd=0.031]
Ep 030/60 [S2:+mat]:  39%|█▏ | 129/333 [02:55<05:11,  1.53s/it, loss=0.747, pair=0.007, adv=4.401, sprd=0.031]
Ep 030/60 [S2:+mat]:  39%|█▏ | 129/333 [02:56<05:11,  1.53s/it, loss=0.717, pair=0.010, adv=3.454, sprd=0.022]
Ep 030/60 [S2:+mat]:  39%|█▏ | 130/333 [02:56<04:55,  1.46s/it, loss=0.717, pair=0.010, adv=3.454, sprd=0.022]
Ep 030/60 [S2:+mat]:  39%|█▏ | 130/333 [02:58<04:55,  1.46s/it, loss=0.724, pair=0.005, adv=4.065, sprd=0.023]
Ep 030/60 [S2:+mat]:  39%|█▏ | 131/333 [02:58<05:04,  1.51s/it, loss=0.724, pair=0.005, adv=4.065, sprd=0.023]
Ep 030/60 [S2:+mat]:  39%|█▏ | 131/333 [02:59<05:04,  1.51s/it, loss=0.722, pair=0.012, adv=3.268, sprd=0.024]
Ep 030/60 [S2:+mat]:  40%|█▏ | 132/333 [02:59<04:52,  1.46s/it, loss=0.722, pair=0.012, adv=3.268, sprd=0.024]
Ep 030/60 [S2:+mat]:  40%|█▏ | 132/333 [03:01<04:52,  1.46s/it, loss=0.795, pair=0.016, adv=4.248, sprd=0.022]
Ep 030/60 [S2:+mat]:  40%|█▏ | 133/333 [03:01<04:56,  1.48s/it, loss=0.795, pair=0.016, adv=4.248, sprd=0.022]
Ep 030/60 [S2:+mat]:  40%|█▏ | 133/333 [03:02<04:56,  1.48s/it, loss=0.709, pair=0.002, adv=3.614, sprd=0.019]
Ep 030/60 [S2:+mat]:  40%|█▏ | 134/333 [03:02<04:43,  1.43s/it, loss=0.709, pair=0.002, adv=3.614, sprd=0.019]
Ep 030/60 [S2:+mat]:  40%|█▏ | 134/333 [03:04<04:43,  1.43s/it, loss=0.701, pair=0.006, adv=3.684, sprd=0.018]
Ep 030/60 [S2:+mat]:  41%|█▏ | 135/333 [03:04<04:52,  1.48s/it, loss=0.701, pair=0.006, adv=3.684, sprd=0.018]
Ep 030/60 [S2:+mat]:  41%|█▏ | 135/333 [03:05<04:52,  1.48s/it, loss=0.722, pair=0.020, adv=3.428, sprd=0.023]
Ep 030/60 [S2:+mat]:  41%|█▏ | 136/333 [03:05<04:42,  1.43s/it, loss=0.722, pair=0.020, adv=3.428, sprd=0.023]
Ep 030/60 [S2:+mat]:  41%|█▏ | 136/333 [03:07<04:42,  1.43s/it, loss=0.720, pair=0.006, adv=3.915, sprd=0.024]
Ep 030/60 [S2:+mat]:  41%|█▏ | 137/333 [03:07<04:51,  1.48s/it, loss=0.720, pair=0.006, adv=3.915, sprd=0.024]
Ep 030/60 [S2:+mat]:  41%|█▏ | 137/333 [03:08<04:51,  1.48s/it, loss=0.708, pair=0.003, adv=3.460, sprd=0.019]
Ep 030/60 [S2:+mat]:  41%|█▏ | 138/333 [03:08<04:39,  1.43s/it, loss=0.708, pair=0.003, adv=3.460, sprd=0.019]
Ep 030/60 [S2:+mat]:  41%|█▏ | 138/333 [03:09<04:39,  1.43s/it, loss=0.801, pair=0.004, adv=3.867, sprd=0.023]
Ep 030/60 [S2:+mat]:  42%|█▎ | 139/333 [03:09<04:44,  1.47s/it, loss=0.801, pair=0.004, adv=3.867, sprd=0.023]
Ep 030/60 [S2:+mat]:  42%|█▎ | 139/333 [03:11<04:44,  1.47s/it, loss=0.717, pair=0.002, adv=3.556, sprd=0.022]
Ep 030/60 [S2:+mat]:  42%|█▎ | 140/333 [03:11<04:33,  1.42s/it, loss=0.717, pair=0.002, adv=3.556, sprd=0.022]
Ep 030/60 [S2:+mat]:  42%|█▎ | 140/333 [03:12<04:33,  1.42s/it, loss=0.729, pair=0.003, adv=4.247, sprd=0.028]
Ep 030/60 [S2:+mat]:  42%|█▎ | 141/333 [03:12<04:43,  1.48s/it, loss=0.729, pair=0.003, adv=4.247, sprd=0.028]
Ep 030/60 [S2:+mat]:  42%|█▎ | 141/333 [03:14<04:43,  1.48s/it, loss=0.699, pair=0.006, adv=3.548, sprd=0.018]
Ep 030/60 [S2:+mat]:  43%|█▎ | 142/333 [03:14<04:30,  1.42s/it, loss=0.699, pair=0.006, adv=3.548, sprd=0.018]
Ep 030/60 [S2:+mat]:  43%|█▎ | 142/333 [03:15<04:30,  1.42s/it, loss=0.716, pair=0.009, adv=4.145, sprd=0.023]
Ep 030/60 [S2:+mat]:  43%|█▎ | 143/333 [03:15<04:36,  1.45s/it, loss=0.716, pair=0.009, adv=4.145, sprd=0.023]
Ep 030/60 [S2:+mat]:  43%|█▎ | 143/333 [03:16<04:36,  1.45s/it, loss=0.696, pair=0.001, adv=3.727, sprd=0.018]
Ep 030/60 [S2:+mat]:  43%|█▎ | 144/333 [03:16<04:25,  1.41s/it, loss=0.696, pair=0.001, adv=3.727, sprd=0.018]
Ep 030/60 [S2:+mat]:  43%|█▎ | 144/333 [03:18<04:25,  1.41s/it, loss=0.704, pair=0.002, adv=3.922, sprd=0.018]
Ep 030/60 [S2:+mat]:  44%|█▎ | 145/333 [03:18<04:25,  1.41s/it, loss=0.704, pair=0.002, adv=3.922, sprd=0.018]
Ep 030/60 [S2:+mat]:  44%|█▎ | 145/333 [03:19<04:25,  1.41s/it, loss=1.638, pair=3.084, adv=4.367, sprd=0.021]
Ep 030/60 [S2:+mat]:  44%|█▎ | 146/333 [03:19<04:17,  1.37s/it, loss=1.638, pair=3.084, adv=4.367, sprd=0.021]
Ep 030/60 [S2:+mat]:  44%|█▎ | 146/333 [03:21<04:17,  1.37s/it, loss=0.709, pair=0.004, adv=3.848, sprd=0.022]
Ep 030/60 [S2:+mat]:  44%|█▎ | 147/333 [03:21<04:30,  1.45s/it, loss=0.709, pair=0.004, adv=3.848, sprd=0.022]
Ep 030/60 [S2:+mat]:  44%|█▎ | 147/333 [03:22<04:30,  1.45s/it, loss=0.731, pair=0.050, adv=3.665, sprd=0.025]
Ep 030/60 [S2:+mat]:  44%|█▎ | 148/333 [03:22<04:23,  1.42s/it, loss=0.731, pair=0.050, adv=3.665, sprd=0.025]
Ep 030/60 [S2:+mat]:  44%|█▎ | 148/333 [03:24<04:23,  1.42s/it, loss=0.726, pair=0.001, adv=3.966, sprd=0.024]
Ep 030/60 [S2:+mat]:  45%|█▎ | 149/333 [03:24<04:34,  1.49s/it, loss=0.726, pair=0.001, adv=3.966, sprd=0.024]
Ep 030/60 [S2:+mat]:  45%|█▎ | 149/333 [03:25<04:34,  1.49s/it, loss=0.743, pair=0.007, adv=3.943, sprd=0.030]
Ep 030/60 [S2:+mat]:  45%|█▎ | 150/333 [03:25<04:27,  1.46s/it, loss=0.743, pair=0.007, adv=3.943, sprd=0.030]
Ep 030/60 [S2:+mat]:  45%|█▎ | 150/333 [03:27<04:27,  1.46s/it, loss=0.719, pair=0.003, adv=3.273, sprd=0.025]
Ep 030/60 [S2:+mat]:  45%|█▎ | 151/333 [03:27<04:32,  1.50s/it, loss=0.719, pair=0.003, adv=3.273, sprd=0.025]
Ep 030/60 [S2:+mat]:  45%|█▎ | 151/333 [03:28<04:32,  1.50s/it, loss=0.696, pair=0.004, adv=3.910, sprd=0.018]
Ep 030/60 [S2:+mat]:  46%|█▎ | 152/333 [03:28<04:20,  1.44s/it, loss=0.696, pair=0.004, adv=3.910, sprd=0.018]
Ep 030/60 [S2:+mat]:  46%|█▎ | 152/333 [03:30<04:20,  1.44s/it, loss=0.695, pair=0.010, adv=4.274, sprd=0.015]
Ep 030/60 [S2:+mat]:  46%|█▍ | 153/333 [03:30<04:24,  1.47s/it, loss=0.695, pair=0.010, adv=4.274, sprd=0.015]
Ep 030/60 [S2:+mat]:  46%|█▍ | 153/333 [03:31<04:24,  1.47s/it, loss=0.710, pair=0.006, adv=3.702, sprd=0.020]
Ep 030/60 [S2:+mat]:  46%|█▍ | 154/333 [03:31<04:10,  1.40s/it, loss=0.710, pair=0.006, adv=3.702, sprd=0.020]
Ep 030/60 [S2:+mat]:  46%|█▍ | 154/333 [03:33<04:10,  1.40s/it, loss=0.711, pair=0.009, adv=3.751, sprd=0.018]
Ep 030/60 [S2:+mat]:  47%|█▍ | 155/333 [03:33<04:26,  1.50s/it, loss=0.711, pair=0.009, adv=3.751, sprd=0.018]
Ep 030/60 [S2:+mat]:  47%|█▍ | 155/333 [03:34<04:26,  1.50s/it, loss=0.744, pair=0.012, adv=4.176, sprd=0.026]
Ep 030/60 [S2:+mat]:  47%|█▍ | 156/333 [03:34<04:17,  1.46s/it, loss=0.744, pair=0.012, adv=4.176, sprd=0.026]
Ep 030/60 [S2:+mat]:  47%|█▍ | 156/333 [03:36<04:17,  1.46s/it, loss=0.721, pair=0.006, adv=4.264, sprd=0.023]
Ep 030/60 [S2:+mat]:  47%|█▍ | 157/333 [03:36<04:26,  1.51s/it, loss=0.721, pair=0.006, adv=4.264, sprd=0.023]
Ep 030/60 [S2:+mat]:  47%|█▍ | 157/333 [03:37<04:26,  1.51s/it, loss=0.740, pair=0.008, adv=4.377, sprd=0.029]
Ep 030/60 [S2:+mat]:  47%|█▍ | 158/333 [03:37<04:11,  1.44s/it, loss=0.740, pair=0.008, adv=4.377, sprd=0.029]
Ep 030/60 [S2:+mat]:  47%|█▍ | 158/333 [03:39<04:11,  1.44s/it, loss=0.730, pair=0.001, adv=3.695, sprd=0.025]
Ep 030/60 [S2:+mat]:  48%|█▍ | 159/333 [03:39<04:22,  1.51s/it, loss=0.730, pair=0.001, adv=3.695, sprd=0.025]
Ep 030/60 [S2:+mat]:  48%|█▍ | 159/333 [03:40<04:22,  1.51s/it, loss=0.728, pair=0.007, adv=4.274, sprd=0.027]
Ep 030/60 [S2:+mat]:  48%|█▍ | 160/333 [03:40<04:10,  1.45s/it, loss=0.728, pair=0.007, adv=4.274, sprd=0.027]
Ep 030/60 [S2:+mat]:  48%|█▍ | 160/333 [03:41<04:10,  1.45s/it, loss=0.715, pair=0.002, adv=4.167, sprd=0.021]
Ep 030/60 [S2:+mat]:  48%|█▍ | 161/333 [03:41<04:17,  1.50s/it, loss=0.715, pair=0.002, adv=4.167, sprd=0.021]
Ep 030/60 [S2:+mat]:  48%|█▍ | 161/333 [03:43<04:17,  1.50s/it, loss=0.717, pair=0.006, adv=4.064, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 162/333 [03:43<04:09,  1.46s/it, loss=0.717, pair=0.006, adv=4.064, sprd=0.024]
Ep 030/60 [S2:+mat]:  49%|█▍ | 162/333 [03:44<04:09,  1.46s/it, loss=0.737, pair=0.009, adv=3.626, sprd=0.025]
Ep 030/60 [S2:+mat]:  49%|█▍ | 163/333 [03:44<04:18,  1.52s/it, loss=0.737, pair=0.009, adv=3.626, sprd=0.025]
Ep 030/60 [S2:+mat]:  49%|█▍ | 163/333 [03:46<04:18,  1.52s/it, loss=0.733, pair=0.003, adv=3.504, sprd=0.025]
Ep 030/60 [S2:+mat]:  49%|█▍ | 164/333 [03:46<04:08,  1.47s/it, loss=0.733, pair=0.003, adv=3.504, sprd=0.025]
Ep 030/60 [S2:+mat]:  49%|█▍ | 164/333 [03:48<04:08,  1.47s/it, loss=0.728, pair=0.011, adv=3.783, sprd=0.023]
Ep 030/60 [S2:+mat]:  50%|█▍ | 165/333 [03:48<04:17,  1.53s/it, loss=0.728, pair=0.011, adv=3.783, sprd=0.023]
Ep 030/60 [S2:+mat]:  50%|█▍ | 165/333 [03:49<04:17,  1.53s/it, loss=0.744, pair=0.019, adv=4.516, sprd=0.028]
Ep 030/60 [S2:+mat]:  50%|█▍ | 166/333 [03:49<04:08,  1.49s/it, loss=0.744, pair=0.019, adv=4.516, sprd=0.028]
Ep 030/60 [S2:+mat]:  50%|█▍ | 166/333 [03:51<04:08,  1.49s/it, loss=0.735, pair=0.007, adv=3.946, sprd=0.025]
Ep 030/60 [S2:+mat]:  50%|█▌ | 167/333 [03:51<04:15,  1.54s/it, loss=0.735, pair=0.007, adv=3.946, sprd=0.025]
Ep 030/60 [S2:+mat]:  50%|█▌ | 167/333 [03:52<04:15,  1.54s/it, loss=0.725, pair=0.004, adv=3.648, sprd=0.024]
Ep 030/60 [S2:+mat]:  50%|█▌ | 168/333 [03:52<04:04,  1.48s/it, loss=0.725, pair=0.004, adv=3.648, sprd=0.024]
Ep 030/60 [S2:+mat]:  50%|█▌ | 168/333 [03:54<04:04,  1.48s/it, loss=0.716, pair=0.000, adv=3.697, sprd=0.020]
Ep 030/60 [S2:+mat]:  51%|█▌ | 169/333 [03:54<04:10,  1.53s/it, loss=0.716, pair=0.000, adv=3.697, sprd=0.020]
Ep 030/60 [S2:+mat]:  51%|█▌ | 169/333 [03:55<04:10,  1.53s/it, loss=0.725, pair=0.003, adv=4.171, sprd=0.024]
Ep 030/60 [S2:+mat]:  51%|█▌ | 170/333 [03:55<03:53,  1.43s/it, loss=0.725, pair=0.003, adv=4.171, sprd=0.024]
Ep 030/60 [S2:+mat]:  51%|█▌ | 170/333 [03:56<03:53,  1.43s/it, loss=0.727, pair=0.004, adv=4.194, sprd=0.022]
Ep 030/60 [S2:+mat]:  51%|█▌ | 171/333 [03:56<04:01,  1.49s/it, loss=0.727, pair=0.004, adv=4.194, sprd=0.022]
Ep 030/60 [S2:+mat]:  51%|█▌ | 171/333 [03:58<04:01,  1.49s/it, loss=0.717, pair=0.011, adv=3.803, sprd=0.024]
Ep 030/60 [S2:+mat]:  52%|█▌ | 172/333 [03:58<03:52,  1.44s/it, loss=0.717, pair=0.011, adv=3.803, sprd=0.024]
Ep 030/60 [S2:+mat]:  52%|█▌ | 172/333 [03:59<03:52,  1.44s/it, loss=0.711, pair=0.002, adv=4.020, sprd=0.024]
Ep 030/60 [S2:+mat]:  52%|█▌ | 173/333 [03:59<04:02,  1.52s/it, loss=0.711, pair=0.002, adv=4.020, sprd=0.024]
Ep 030/60 [S2:+mat]:  52%|█▌ | 173/333 [04:01<04:02,  1.52s/it, loss=0.716, pair=0.002, adv=3.670, sprd=0.022]
Ep 030/60 [S2:+mat]:  52%|█▌ | 174/333 [04:01<03:52,  1.46s/it, loss=0.716, pair=0.002, adv=3.670, sprd=0.022]
Ep 030/60 [S2:+mat]:  52%|█▌ | 174/333 [04:02<03:52,  1.46s/it, loss=0.725, pair=0.001, adv=3.633, sprd=0.023]
Ep 030/60 [S2:+mat]:  53%|█▌ | 175/333 [04:02<03:53,  1.48s/it, loss=0.725, pair=0.001, adv=3.633, sprd=0.023]
Ep 030/60 [S2:+mat]:  53%|█▌ | 175/333 [04:04<03:53,  1.48s/it, loss=0.693, pair=0.000, adv=3.425, sprd=0.018]
Ep 030/60 [S2:+mat]:  53%|█▌ | 176/333 [04:04<03:41,  1.41s/it, loss=0.693, pair=0.000, adv=3.425, sprd=0.018]
Ep 030/60 [S2:+mat]:  53%|█▌ | 176/333 [04:05<03:41,  1.41s/it, loss=0.722, pair=0.002, adv=3.797, sprd=0.024]
Ep 030/60 [S2:+mat]:  53%|█▌ | 177/333 [04:05<03:50,  1.48s/it, loss=0.722, pair=0.002, adv=3.797, sprd=0.024]
Ep 030/60 [S2:+mat]:  53%|█▌ | 177/333 [04:07<03:50,  1.48s/it, loss=0.760, pair=0.005, adv=4.491, sprd=0.031]
Ep 030/60 [S2:+mat]:  53%|█▌ | 178/333 [04:07<03:45,  1.46s/it, loss=0.760, pair=0.005, adv=4.491, sprd=0.031]
Ep 030/60 [S2:+mat]:  53%|█▌ | 178/333 [04:08<03:45,  1.46s/it, loss=0.695, pair=0.005, adv=3.320, sprd=0.017]
Ep 030/60 [S2:+mat]:  54%|█▌ | 179/333 [04:08<03:47,  1.48s/it, loss=0.695, pair=0.005, adv=3.320, sprd=0.017]
Ep 030/60 [S2:+mat]:  54%|█▌ | 179/333 [04:09<03:47,  1.48s/it, loss=0.719, pair=0.000, adv=3.744, sprd=0.023]
Ep 030/60 [S2:+mat]:  54%|█▌ | 180/333 [04:09<03:37,  1.42s/it, loss=0.719, pair=0.000, adv=3.744, sprd=0.023]
Ep 030/60 [S2:+mat]:  54%|█▌ | 180/333 [04:11<03:37,  1.42s/it, loss=0.789, pair=0.001, adv=4.136, sprd=0.022]
Ep 030/60 [S2:+mat]:  54%|█▋ | 181/333 [04:11<03:41,  1.45s/it, loss=0.789, pair=0.001, adv=4.136, sprd=0.022]
Ep 030/60 [S2:+mat]:  54%|█▋ | 181/333 [04:12<03:41,  1.45s/it, loss=0.734, pair=0.000, adv=4.560, sprd=0.029]
Ep 030/60 [S2:+mat]:  55%|█▋ | 182/333 [04:12<03:37,  1.44s/it, loss=0.734, pair=0.000, adv=4.560, sprd=0.029]
Ep 030/60 [S2:+mat]:  55%|█▋ | 182/333 [04:14<03:37,  1.44s/it, loss=0.695, pair=0.001, adv=3.891, sprd=0.018]
Ep 030/60 [S2:+mat]:  55%|█▋ | 183/333 [04:14<03:39,  1.47s/it, loss=0.695, pair=0.001, adv=3.891, sprd=0.018]
Ep 030/60 [S2:+mat]:  55%|█▋ | 183/333 [04:15<03:39,  1.47s/it, loss=0.710, pair=0.001, adv=4.056, sprd=0.022]
Ep 030/60 [S2:+mat]:  55%|█▋ | 184/333 [04:15<03:32,  1.43s/it, loss=0.710, pair=0.001, adv=4.056, sprd=0.022]
Ep 030/60 [S2:+mat]:  55%|█▋ | 184/333 [04:17<03:32,  1.43s/it, loss=0.747, pair=0.004, adv=4.370, sprd=0.031]
Ep 030/60 [S2:+mat]:  56%|█▋ | 185/333 [04:17<03:48,  1.54s/it, loss=0.747, pair=0.004, adv=4.370, sprd=0.031]
Ep 030/60 [S2:+mat]:  56%|█▋ | 185/333 [04:18<03:48,  1.54s/it, loss=0.732, pair=0.011, adv=4.033, sprd=0.025]
Ep 030/60 [S2:+mat]:  56%|█▋ | 186/333 [04:18<03:40,  1.50s/it, loss=0.732, pair=0.011, adv=4.033, sprd=0.025]
Ep 030/60 [S2:+mat]:  56%|█▋ | 186/333 [04:20<03:40,  1.50s/it, loss=0.699, pair=0.021, adv=4.050, sprd=0.016]
Ep 030/60 [S2:+mat]:  56%|█▋ | 187/333 [04:20<03:41,  1.51s/it, loss=0.699, pair=0.021, adv=4.050, sprd=0.016]
Ep 030/60 [S2:+mat]:  56%|█▋ | 187/333 [04:21<03:41,  1.51s/it, loss=0.724, pair=0.012, adv=3.826, sprd=0.024]
Ep 030/60 [S2:+mat]:  56%|█▋ | 188/333 [04:21<03:33,  1.47s/it, loss=0.724, pair=0.012, adv=3.826, sprd=0.024]
Ep 030/60 [S2:+mat]:  56%|█▋ | 188/333 [04:23<03:33,  1.47s/it, loss=0.828, pair=0.007, adv=3.633, sprd=0.030]
Ep 030/60 [S2:+mat]:  57%|█▋ | 189/333 [04:23<03:41,  1.54s/it, loss=0.828, pair=0.007, adv=3.633, sprd=0.030]
Ep 030/60 [S2:+mat]:  57%|█▋ | 189/333 [04:24<03:41,  1.54s/it, loss=0.750, pair=0.000, adv=3.469, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 190/333 [04:24<03:30,  1.47s/it, loss=0.750, pair=0.000, adv=3.469, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 190/333 [04:26<03:30,  1.47s/it, loss=0.736, pair=0.016, adv=3.720, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 191/333 [04:26<03:36,  1.53s/it, loss=0.736, pair=0.016, adv=3.720, sprd=0.024]
Ep 030/60 [S2:+mat]:  57%|█▋ | 191/333 [04:27<03:36,  1.53s/it, loss=0.714, pair=0.017, adv=3.421, sprd=0.020]
Ep 030/60 [S2:+mat]:  58%|█▋ | 192/333 [04:27<03:27,  1.47s/it, loss=0.714, pair=0.017, adv=3.421, sprd=0.020]
Ep 030/60 [S2:+mat]:  58%|█▋ | 192/333 [04:29<03:27,  1.47s/it, loss=0.825, pair=0.008, adv=3.977, sprd=0.027]
Ep 030/60 [S2:+mat]:  58%|█▋ | 193/333 [04:29<03:37,  1.55s/it, loss=0.825, pair=0.008, adv=3.977, sprd=0.027]
Ep 030/60 [S2:+mat]:  58%|█▋ | 193/333 [04:30<03:37,  1.55s/it, loss=0.720, pair=0.015, adv=3.984, sprd=0.022]
Ep 030/60 [S2:+mat]:  58%|█▋ | 194/333 [04:30<03:25,  1.48s/it, loss=0.720, pair=0.015, adv=3.984, sprd=0.022]
Ep 030/60 [S2:+mat]:  58%|█▋ | 194/333 [04:32<03:25,  1.48s/it, loss=0.737, pair=0.003, adv=4.053, sprd=0.027]
Ep 030/60 [S2:+mat]:  59%|█▊ | 195/333 [04:32<03:23,  1.47s/it, loss=0.737, pair=0.003, adv=4.053, sprd=0.027]
Ep 030/60 [S2:+mat]:  59%|█▊ | 195/333 [04:33<03:23,  1.47s/it, loss=0.709, pair=0.008, adv=4.048, sprd=0.020]
Ep 030/60 [S2:+mat]:  59%|█▊ | 196/333 [04:33<03:15,  1.43s/it, loss=0.709, pair=0.008, adv=4.048, sprd=0.020]
Ep 030/60 [S2:+mat]:  59%|█▊ | 196/333 [04:35<03:15,  1.43s/it, loss=0.713, pair=0.001, adv=3.616, sprd=0.022]
Ep 030/60 [S2:+mat]:  59%|█▊ | 197/333 [04:35<03:25,  1.51s/it, loss=0.713, pair=0.001, adv=3.616, sprd=0.022]
Ep 030/60 [S2:+mat]:  59%|█▊ | 197/333 [04:36<03:25,  1.51s/it, loss=0.751, pair=0.003, adv=4.411, sprd=0.034]
Ep 030/60 [S2:+mat]:  59%|█▊ | 198/333 [04:36<03:20,  1.49s/it, loss=0.751, pair=0.003, adv=4.411, sprd=0.034]
Ep 030/60 [S2:+mat]:  59%|█▊ | 198/333 [04:38<03:20,  1.49s/it, loss=0.736, pair=0.001, adv=4.248, sprd=0.026]
Ep 030/60 [S2:+mat]:  60%|█▊ | 199/333 [04:38<03:26,  1.54s/it, loss=0.736, pair=0.001, adv=4.248, sprd=0.026]
Ep 030/60 [S2:+mat]:  60%|█▊ | 199/333 [04:39<03:26,  1.54s/it, loss=0.744, pair=0.003, adv=3.836, sprd=0.030]
Ep 030/60 [S2:+mat]:  60%|█▊ | 200/333 [04:39<03:19,  1.50s/it, loss=0.744, pair=0.003, adv=3.836, sprd=0.030]
Ep 030/60 [S2:+mat]:  60%|█▊ | 200/333 [04:41<03:19,  1.50s/it, loss=0.728, pair=0.001, adv=3.950, sprd=0.025]
Ep 030/60 [S2:+mat]:  60%|█▊ | 201/333 [04:41<03:23,  1.54s/it, loss=0.728, pair=0.001, adv=3.950, sprd=0.025]
Ep 030/60 [S2:+mat]:  60%|█▊ | 201/333 [04:42<03:23,  1.54s/it, loss=0.723, pair=0.003, adv=4.183, sprd=0.024]
Ep 030/60 [S2:+mat]:  61%|█▊ | 202/333 [04:42<03:14,  1.49s/it, loss=0.723, pair=0.003, adv=4.183, sprd=0.024]
Ep 030/60 [S2:+mat]:  61%|█▊ | 202/333 [04:44<03:14,  1.49s/it, loss=0.712, pair=0.000, adv=3.935, sprd=0.020]
Ep 030/60 [S2:+mat]:  61%|█▊ | 203/333 [04:44<03:14,  1.50s/it, loss=0.712, pair=0.000, adv=3.935, sprd=0.020]
Ep 030/60 [S2:+mat]:  61%|█▊ | 203/333 [04:45<03:14,  1.50s/it, loss=0.730, pair=0.002, adv=4.041, sprd=0.027]
Ep 030/60 [S2:+mat]:  61%|█▊ | 204/333 [04:45<03:09,  1.47s/it, loss=0.730, pair=0.002, adv=4.041, sprd=0.027]
Ep 030/60 [S2:+mat]:  61%|█▊ | 204/333 [04:47<03:09,  1.47s/it, loss=0.719, pair=0.016, adv=4.225, sprd=0.023]
Ep 030/60 [S2:+mat]:  62%|█▊ | 205/333 [04:47<03:16,  1.53s/it, loss=0.719, pair=0.016, adv=4.225, sprd=0.023]
Ep 030/60 [S2:+mat]:  62%|█▊ | 205/333 [04:48<03:16,  1.53s/it, loss=0.701, pair=0.007, adv=4.347, sprd=0.018]
Ep 030/60 [S2:+mat]:  62%|█▊ | 206/333 [04:48<03:03,  1.45s/it, loss=0.701, pair=0.007, adv=4.347, sprd=0.018]
Ep 030/60 [S2:+mat]:  62%|█▊ | 206/333 [04:50<03:03,  1.45s/it, loss=0.731, pair=0.003, adv=3.938, sprd=0.026]
Ep 030/60 [S2:+mat]:  62%|█▊ | 207/333 [04:50<03:08,  1.50s/it, loss=0.731, pair=0.003, adv=3.938, sprd=0.026]
Ep 030/60 [S2:+mat]:  62%|█▊ | 207/333 [04:51<03:08,  1.50s/it, loss=0.743, pair=0.001, adv=4.243, sprd=0.031]
Ep 030/60 [S2:+mat]:  62%|█▊ | 208/333 [04:51<03:00,  1.45s/it, loss=0.743, pair=0.001, adv=4.243, sprd=0.031]
Ep 030/60 [S2:+mat]:  62%|█▊ | 208/333 [04:53<03:00,  1.45s/it, loss=0.706, pair=0.002, adv=3.359, sprd=0.019]
Ep 030/60 [S2:+mat]:  63%|█▉ | 209/333 [04:53<03:03,  1.48s/it, loss=0.706, pair=0.002, adv=3.359, sprd=0.019]
Ep 030/60 [S2:+mat]:  63%|█▉ | 209/333 [04:54<03:03,  1.48s/it, loss=0.726, pair=0.003, adv=4.241, sprd=0.025]
Ep 030/60 [S2:+mat]:  63%|█▉ | 210/333 [04:54<02:58,  1.45s/it, loss=0.726, pair=0.003, adv=4.241, sprd=0.025]
Ep 030/60 [S2:+mat]:  63%|█▉ | 210/333 [04:56<02:58,  1.45s/it, loss=0.720, pair=0.003, adv=3.922, sprd=0.023]
Ep 030/60 [S2:+mat]:  63%|█▉ | 211/333 [04:56<03:05,  1.52s/it, loss=0.720, pair=0.003, adv=3.922, sprd=0.023]
Ep 030/60 [S2:+mat]:  63%|█▉ | 211/333 [04:57<03:05,  1.52s/it, loss=0.750, pair=0.001, adv=4.262, sprd=0.031]
Ep 030/60 [S2:+mat]:  64%|█▉ | 212/333 [04:57<03:01,  1.50s/it, loss=0.750, pair=0.001, adv=4.262, sprd=0.031]
Ep 030/60 [S2:+mat]:  64%|█▉ | 212/333 [04:59<03:01,  1.50s/it, loss=0.733, pair=0.002, adv=3.761, sprd=0.025]
Ep 030/60 [S2:+mat]:  64%|█▉ | 213/333 [04:59<03:05,  1.54s/it, loss=0.733, pair=0.002, adv=3.761, sprd=0.025]
Ep 030/60 [S2:+mat]:  64%|█▉ | 213/333 [05:00<03:05,  1.54s/it, loss=0.704, pair=0.003, adv=4.119, sprd=0.019]
Ep 030/60 [S2:+mat]:  64%|█▉ | 214/333 [05:00<02:55,  1.48s/it, loss=0.704, pair=0.003, adv=4.119, sprd=0.019]
Ep 030/60 [S2:+mat]:  64%|█▉ | 214/333 [05:02<02:55,  1.48s/it, loss=0.801, pair=0.004, adv=4.109, sprd=0.023]
Ep 030/60 [S2:+mat]:  65%|█▉ | 215/333 [05:02<02:59,  1.52s/it, loss=0.801, pair=0.004, adv=4.109, sprd=0.023]
Ep 030/60 [S2:+mat]:  65%|█▉ | 215/333 [05:03<02:59,  1.52s/it, loss=0.697, pair=0.007, adv=3.664, sprd=0.020]
Ep 030/60 [S2:+mat]:  65%|█▉ | 216/333 [05:03<02:50,  1.46s/it, loss=0.697, pair=0.007, adv=3.664, sprd=0.020]
Ep 030/60 [S2:+mat]:  65%|█▉ | 216/333 [05:05<02:50,  1.46s/it, loss=0.715, pair=0.007, adv=3.801, sprd=0.021]
Ep 030/60 [S2:+mat]:  65%|█▉ | 217/333 [05:05<02:55,  1.52s/it, loss=0.715, pair=0.007, adv=3.801, sprd=0.021]
Ep 030/60 [S2:+mat]:  65%|█▉ | 217/333 [05:06<02:55,  1.52s/it, loss=0.729, pair=0.009, adv=3.850, sprd=0.024]
Ep 030/60 [S2:+mat]:  65%|█▉ | 218/333 [05:06<02:50,  1.48s/it, loss=0.729, pair=0.009, adv=3.850, sprd=0.024]
Ep 030/60 [S2:+mat]:  65%|█▉ | 218/333 [05:08<02:50,  1.48s/it, loss=0.699, pair=0.006, adv=4.320, sprd=0.018]
Ep 030/60 [S2:+mat]:  66%|█▉ | 219/333 [05:08<02:53,  1.52s/it, loss=0.699, pair=0.006, adv=4.320, sprd=0.018]
Ep 030/60 [S2:+mat]:  66%|█▉ | 219/333 [05:09<02:53,  1.52s/it, loss=0.749, pair=0.001, adv=4.085, sprd=0.031]
Ep 030/60 [S2:+mat]:  66%|█▉ | 220/333 [05:09<02:41,  1.43s/it, loss=0.749, pair=0.001, adv=4.085, sprd=0.031]
Ep 030/60 [S2:+mat]:  66%|█▉ | 220/333 [05:11<02:41,  1.43s/it, loss=0.729, pair=0.006, adv=4.233, sprd=0.027]
Ep 030/60 [S2:+mat]:  66%|█▉ | 221/333 [05:11<02:47,  1.50s/it, loss=0.729, pair=0.006, adv=4.233, sprd=0.027]
Ep 030/60 [S2:+mat]:  66%|█▉ | 221/333 [05:12<02:47,  1.50s/it, loss=0.747, pair=0.025, adv=4.158, sprd=0.028]
Ep 030/60 [S2:+mat]:  67%|██ | 222/333 [05:12<02:42,  1.47s/it, loss=0.747, pair=0.025, adv=4.158, sprd=0.028]
Ep 030/60 [S2:+mat]:  67%|██ | 222/333 [05:14<02:42,  1.47s/it, loss=0.730, pair=0.016, adv=4.210, sprd=0.025]
Ep 030/60 [S2:+mat]:  67%|██ | 223/333 [05:14<02:49,  1.54s/it, loss=0.730, pair=0.016, adv=4.210, sprd=0.025]
Ep 030/60 [S2:+mat]:  67%|██ | 223/333 [05:15<02:49,  1.54s/it, loss=0.701, pair=0.013, adv=3.898, sprd=0.019]
Ep 030/60 [S2:+mat]:  67%|██ | 224/333 [05:15<02:39,  1.47s/it, loss=0.701, pair=0.013, adv=3.898, sprd=0.019]
Ep 030/60 [S2:+mat]:  67%|██ | 224/333 [05:17<02:39,  1.47s/it, loss=0.717, pair=0.011, adv=3.815, sprd=0.022]
Ep 030/60 [S2:+mat]:  68%|██ | 225/333 [05:17<02:42,  1.50s/it, loss=0.717, pair=0.011, adv=3.815, sprd=0.022]
Ep 030/60 [S2:+mat]:  68%|██ | 225/333 [05:18<02:42,  1.50s/it, loss=0.736, pair=0.008, adv=3.514, sprd=0.026]
Ep 030/60 [S2:+mat]:  68%|██ | 226/333 [05:18<02:35,  1.45s/it, loss=0.736, pair=0.008, adv=3.514, sprd=0.026]
Ep 030/60 [S2:+mat]:  68%|██ | 226/333 [05:20<02:35,  1.45s/it, loss=0.719, pair=0.002, adv=3.944, sprd=0.024]
Ep 030/60 [S2:+mat]:  68%|██ | 227/333 [05:20<02:38,  1.50s/it, loss=0.719, pair=0.002, adv=3.944, sprd=0.024]
Ep 030/60 [S2:+mat]:  68%|██ | 227/333 [05:21<02:38,  1.50s/it, loss=0.725, pair=0.002, adv=3.604, sprd=0.025]
Ep 030/60 [S2:+mat]:  68%|██ | 228/333 [05:21<02:34,  1.47s/it, loss=0.725, pair=0.002, adv=3.604, sprd=0.025]
Ep 030/60 [S2:+mat]:  68%|██ | 228/333 [05:23<02:34,  1.47s/it, loss=0.713, pair=0.004, adv=3.902, sprd=0.019]
Ep 030/60 [S2:+mat]:  69%|██ | 229/333 [05:23<02:37,  1.52s/it, loss=0.713, pair=0.004, adv=3.902, sprd=0.019]
Ep 030/60 [S2:+mat]:  69%|██ | 229/333 [05:24<02:37,  1.52s/it, loss=0.694, pair=0.007, adv=3.415, sprd=0.017]
Ep 030/60 [S2:+mat]:  69%|██ | 230/333 [05:24<02:29,  1.45s/it, loss=0.694, pair=0.007, adv=3.415, sprd=0.017]
Ep 030/60 [S2:+mat]:  69%|██ | 230/333 [05:26<02:29,  1.45s/it, loss=0.712, pair=0.009, adv=3.693, sprd=0.021]
Ep 030/60 [S2:+mat]:  69%|██ | 231/333 [05:26<02:33,  1.50s/it, loss=0.712, pair=0.009, adv=3.693, sprd=0.021]
Ep 030/60 [S2:+mat]:  69%|██ | 231/333 [05:27<02:33,  1.50s/it, loss=0.734, pair=0.008, adv=3.877, sprd=0.026]
Ep 030/60 [S2:+mat]:  70%|██ | 232/333 [05:27<02:28,  1.47s/it, loss=0.734, pair=0.008, adv=3.877, sprd=0.026]
Ep 030/60 [S2:+mat]:  70%|██ | 232/333 [05:28<02:28,  1.47s/it, loss=0.751, pair=0.007, adv=3.393, sprd=0.030]
Ep 030/60 [S2:+mat]:  70%|██ | 233/333 [05:28<02:27,  1.48s/it, loss=0.751, pair=0.007, adv=3.393, sprd=0.030]
Ep 030/60 [S2:+mat]:  70%|██ | 233/333 [05:30<02:27,  1.48s/it, loss=0.748, pair=0.021, adv=3.735, sprd=0.028]
Ep 030/60 [S2:+mat]:  70%|██ | 234/333 [05:30<02:24,  1.46s/it, loss=0.748, pair=0.021, adv=3.735, sprd=0.028]
Ep 030/60 [S2:+mat]:  70%|██ | 234/333 [05:32<02:24,  1.46s/it, loss=0.721, pair=0.018, adv=3.927, sprd=0.024]
Ep 030/60 [S2:+mat]:  71%|██ | 235/333 [05:32<02:30,  1.54s/it, loss=0.721, pair=0.018, adv=3.927, sprd=0.024]
Ep 030/60 [S2:+mat]:  71%|██ | 235/333 [05:33<02:30,  1.54s/it, loss=0.709, pair=0.009, adv=3.689, sprd=0.018]
Ep 030/60 [S2:+mat]:  71%|██▏| 236/333 [05:33<02:22,  1.46s/it, loss=0.709, pair=0.009, adv=3.689, sprd=0.018]
Ep 030/60 [S2:+mat]:  71%|██▏| 236/333 [05:35<02:22,  1.46s/it, loss=0.731, pair=0.008, adv=3.886, sprd=0.026]
Ep 030/60 [S2:+mat]:  71%|██▏| 237/333 [05:35<02:27,  1.54s/it, loss=0.731, pair=0.008, adv=3.886, sprd=0.026]
Ep 030/60 [S2:+mat]:  71%|██▏| 237/333 [05:36<02:27,  1.54s/it, loss=0.708, pair=0.014, adv=3.571, sprd=0.021]
Ep 030/60 [S2:+mat]:  71%|██▏| 238/333 [05:36<02:20,  1.47s/it, loss=0.708, pair=0.014, adv=3.571, sprd=0.021]
Ep 030/60 [S2:+mat]:  71%|██▏| 238/333 [05:38<02:20,  1.47s/it, loss=0.717, pair=0.003, adv=4.432, sprd=0.021]
Ep 030/60 [S2:+mat]:  72%|██▏| 239/333 [05:38<02:24,  1.54s/it, loss=0.717, pair=0.003, adv=4.432, sprd=0.021]
Ep 030/60 [S2:+mat]:  72%|██▏| 239/333 [05:39<02:24,  1.54s/it, loss=0.749, pair=0.018, adv=4.141, sprd=0.030]
Ep 030/60 [S2:+mat]:  72%|██▏| 240/333 [05:39<02:20,  1.51s/it, loss=0.749, pair=0.018, adv=4.141, sprd=0.030]
Ep 030/60 [S2:+mat]:  72%|██▏| 240/333 [05:41<02:20,  1.51s/it, loss=0.830, pair=0.019, adv=3.558, sprd=0.027]
Ep 030/60 [S2:+mat]:  72%|██▏| 241/333 [05:41<02:25,  1.58s/it, loss=0.830, pair=0.019, adv=3.558, sprd=0.027]
Ep 030/60 [S2:+mat]:  72%|██▏| 241/333 [05:42<02:25,  1.58s/it, loss=0.726, pair=0.006, adv=3.161, sprd=0.028]
Ep 030/60 [S2:+mat]:  73%|██▏| 242/333 [05:42<02:19,  1.54s/it, loss=0.726, pair=0.006, adv=3.161, sprd=0.028]
Ep 030/60 [S2:+mat]:  73%|██▏| 242/333 [05:44<02:19,  1.54s/it, loss=0.700, pair=0.006, adv=3.664, sprd=0.019]
Ep 030/60 [S2:+mat]:  73%|██▏| 243/333 [05:44<02:19,  1.55s/it, loss=0.700, pair=0.006, adv=3.664, sprd=0.019]
Ep 030/60 [S2:+mat]:  73%|██▏| 243/333 [05:45<02:19,  1.55s/it, loss=0.711, pair=0.007, adv=3.767, sprd=0.023]
Ep 030/60 [S2:+mat]:  73%|██▏| 244/333 [05:45<02:13,  1.49s/it, loss=0.711, pair=0.007, adv=3.767, sprd=0.023]
Ep 030/60 [S2:+mat]:  73%|██▏| 244/333 [05:47<02:13,  1.49s/it, loss=0.830, pair=0.021, adv=4.404, sprd=0.027]
Ep 030/60 [S2:+mat]:  74%|██▏| 245/333 [05:47<02:17,  1.56s/it, loss=0.830, pair=0.021, adv=4.404, sprd=0.027]
Ep 030/60 [S2:+mat]:  74%|██▏| 245/333 [05:48<02:17,  1.56s/it, loss=0.706, pair=0.003, adv=3.890, sprd=0.020]
Ep 030/60 [S2:+mat]:  74%|██▏| 246/333 [05:48<02:05,  1.44s/it, loss=0.706, pair=0.003, adv=3.890, sprd=0.020]
Ep 030/60 [S2:+mat]:  74%|██▏| 246/333 [05:50<02:05,  1.44s/it, loss=0.725, pair=0.019, adv=3.895, sprd=0.023]
Ep 030/60 [S2:+mat]:  74%|██▏| 247/333 [05:50<02:10,  1.51s/it, loss=0.725, pair=0.019, adv=3.895, sprd=0.023]
Ep 030/60 [S2:+mat]:  74%|██▏| 247/333 [05:51<02:10,  1.51s/it, loss=0.708, pair=0.004, adv=3.787, sprd=0.019]
Ep 030/60 [S2:+mat]:  74%|██▏| 248/333 [05:51<02:04,  1.47s/it, loss=0.708, pair=0.004, adv=3.787, sprd=0.019]
Ep 030/60 [S2:+mat]:  74%|██▏| 248/333 [05:53<02:04,  1.47s/it, loss=0.706, pair=0.011, adv=3.257, sprd=0.022]
Ep 030/60 [S2:+mat]:  75%|██▏| 249/333 [05:53<02:07,  1.51s/it, loss=0.706, pair=0.011, adv=3.257, sprd=0.022]
Ep 030/60 [S2:+mat]:  75%|██▏| 249/333 [05:54<02:07,  1.51s/it, loss=0.710, pair=0.006, adv=3.816, sprd=0.019]
Ep 030/60 [S2:+mat]:  75%|██▎| 250/333 [05:54<02:01,  1.46s/it, loss=0.710, pair=0.006, adv=3.816, sprd=0.019]
Ep 030/60 [S2:+mat]:  75%|██▎| 250/333 [05:56<02:01,  1.46s/it, loss=0.814, pair=0.004, adv=3.843, sprd=0.026]
Ep 030/60 [S2:+mat]:  75%|██▎| 251/333 [05:56<02:05,  1.53s/it, loss=0.814, pair=0.004, adv=3.843, sprd=0.026]
Ep 030/60 [S2:+mat]:  75%|██▎| 251/333 [05:57<02:05,  1.53s/it, loss=0.725, pair=0.003, adv=4.000, sprd=0.026]
Ep 030/60 [S2:+mat]:  76%|██▎| 252/333 [05:57<02:00,  1.49s/it, loss=0.725, pair=0.003, adv=4.000, sprd=0.026]
Ep 030/60 [S2:+mat]:  76%|██▎| 252/333 [05:59<02:00,  1.49s/it, loss=0.761, pair=0.216, adv=4.126, sprd=0.017]
Ep 030/60 [S2:+mat]:  76%|██▎| 253/333 [05:59<02:04,  1.55s/it, loss=0.761, pair=0.216, adv=4.126, sprd=0.017]
Ep 030/60 [S2:+mat]:  76%|██▎| 253/333 [06:00<02:04,  1.55s/it, loss=0.708, pair=0.010, adv=3.693, sprd=0.020]
Ep 030/60 [S2:+mat]:  76%|██▎| 254/333 [06:00<01:58,  1.50s/it, loss=0.708, pair=0.010, adv=3.693, sprd=0.020]
Ep 030/60 [S2:+mat]:  76%|██▎| 254/333 [06:02<01:58,  1.50s/it, loss=0.746, pair=0.004, adv=3.730, sprd=0.030]
Ep 030/60 [S2:+mat]:  77%|██▎| 255/333 [06:02<01:59,  1.54s/it, loss=0.746, pair=0.004, adv=3.730, sprd=0.030]
Ep 030/60 [S2:+mat]:  77%|██▎| 255/333 [06:03<01:59,  1.54s/it, loss=0.714, pair=0.011, adv=3.874, sprd=0.022]
Ep 030/60 [S2:+mat]:  77%|██▎| 256/333 [06:03<01:55,  1.50s/it, loss=0.714, pair=0.011, adv=3.874, sprd=0.022]
Ep 030/60 [S2:+mat]:  77%|██▎| 256/333 [06:05<01:55,  1.50s/it, loss=0.742, pair=0.011, adv=4.414, sprd=0.028]
Ep 030/60 [S2:+mat]:  77%|██▎| 257/333 [06:05<01:57,  1.55s/it, loss=0.742, pair=0.011, adv=4.414, sprd=0.028]
Ep 030/60 [S2:+mat]:  77%|██▎| 257/333 [06:06<01:57,  1.55s/it, loss=0.712, pair=0.015, adv=3.761, sprd=0.022]
Ep 030/60 [S2:+mat]:  77%|██▎| 258/333 [06:06<01:51,  1.49s/it, loss=0.712, pair=0.015, adv=3.761, sprd=0.022]
Ep 030/60 [S2:+mat]:  77%|██▎| 258/333 [06:08<01:51,  1.49s/it, loss=0.742, pair=0.015, adv=3.837, sprd=0.027]
Ep 030/60 [S2:+mat]:  78%|██▎| 259/333 [06:08<01:55,  1.56s/it, loss=0.742, pair=0.015, adv=3.837, sprd=0.027]
Ep 030/60 [S2:+mat]:  78%|██▎| 259/333 [06:09<01:55,  1.56s/it, loss=0.698, pair=0.011, adv=3.581, sprd=0.018]
Ep 030/60 [S2:+mat]:  78%|██▎| 260/333 [06:09<01:48,  1.49s/it, loss=0.698, pair=0.011, adv=3.581, sprd=0.018]
Ep 030/60 [S2:+mat]:  78%|██▎| 260/333 [06:11<01:48,  1.49s/it, loss=0.735, pair=0.011, adv=3.546, sprd=0.027]
Ep 030/60 [S2:+mat]:  78%|██▎| 261/333 [06:11<01:51,  1.55s/it, loss=0.735, pair=0.011, adv=3.546, sprd=0.027]
Ep 030/60 [S2:+mat]:  78%|██▎| 261/333 [06:12<01:51,  1.55s/it, loss=0.729, pair=0.005, adv=3.919, sprd=0.027]
Ep 030/60 [S2:+mat]:  79%|██▎| 262/333 [06:12<01:47,  1.51s/it, loss=0.729, pair=0.005, adv=3.919, sprd=0.027]
Ep 030/60 [S2:+mat]:  79%|██▎| 262/333 [06:14<01:47,  1.51s/it, loss=0.731, pair=0.009, adv=3.894, sprd=0.027]
Ep 030/60 [S2:+mat]:  79%|██▎| 263/333 [06:14<01:52,  1.61s/it, loss=0.731, pair=0.009, adv=3.894, sprd=0.027]
Ep 030/60 [S2:+mat]:  79%|██▎| 263/333 [06:16<01:52,  1.61s/it, loss=0.727, pair=0.004, adv=3.847, sprd=0.023]
Ep 030/60 [S2:+mat]:  79%|██▍| 264/333 [06:16<01:47,  1.56s/it, loss=0.727, pair=0.004, adv=3.847, sprd=0.023]
Ep 030/60 [S2:+mat]:  79%|██▍| 264/333 [06:17<01:47,  1.56s/it, loss=0.709, pair=0.001, adv=3.725, sprd=0.021]
Ep 030/60 [S2:+mat]:  80%|██▍| 265/333 [06:17<01:47,  1.58s/it, loss=0.709, pair=0.001, adv=3.725, sprd=0.021]
Ep 030/60 [S2:+mat]:  80%|██▍| 265/333 [06:19<01:47,  1.58s/it, loss=0.750, pair=0.007, adv=4.185, sprd=0.030]
Ep 030/60 [S2:+mat]:  80%|██▍| 266/333 [06:19<01:43,  1.54s/it, loss=0.750, pair=0.007, adv=4.185, sprd=0.030]
Ep 030/60 [S2:+mat]:  80%|██▍| 266/333 [06:20<01:43,  1.54s/it, loss=0.730, pair=0.007, adv=3.603, sprd=0.025]
Ep 030/60 [S2:+mat]:  80%|██▍| 267/333 [06:20<01:44,  1.58s/it, loss=0.730, pair=0.007, adv=3.603, sprd=0.025]
Ep 030/60 [S2:+mat]:  80%|██▍| 267/333 [06:22<01:44,  1.58s/it, loss=0.732, pair=0.013, adv=3.697, sprd=0.025]
Ep 030/60 [S2:+mat]:  80%|██▍| 268/333 [06:22<01:39,  1.53s/it, loss=0.732, pair=0.013, adv=3.697, sprd=0.025]
Ep 030/60 [S2:+mat]:  80%|██▍| 268/333 [06:23<01:39,  1.53s/it, loss=0.725, pair=0.007, adv=3.596, sprd=0.023]
Ep 030/60 [S2:+mat]:  81%|██▍| 269/333 [06:23<01:40,  1.57s/it, loss=0.725, pair=0.007, adv=3.596, sprd=0.023]
Ep 030/60 [S2:+mat]:  81%|██▍| 269/333 [06:25<01:40,  1.57s/it, loss=0.713, pair=0.016, adv=3.764, sprd=0.021]
Ep 030/60 [S2:+mat]:  81%|██▍| 270/333 [06:25<01:34,  1.50s/it, loss=0.713, pair=0.016, adv=3.764, sprd=0.021]
Ep 030/60 [S2:+mat]:  81%|██▍| 270/333 [06:26<01:34,  1.50s/it, loss=0.705, pair=0.004, adv=3.863, sprd=0.020]
Ep 030/60 [S2:+mat]:  81%|██▍| 271/333 [06:26<01:33,  1.51s/it, loss=0.705, pair=0.004, adv=3.863, sprd=0.020]
Ep 030/60 [S2:+mat]:  81%|██▍| 271/333 [06:28<01:33,  1.51s/it, loss=0.717, pair=0.015, adv=3.663, sprd=0.022]
Ep 030/60 [S2:+mat]:  82%|██▍| 272/333 [06:28<01:29,  1.47s/it, loss=0.717, pair=0.015, adv=3.663, sprd=0.022]
Ep 030/60 [S2:+mat]:  82%|██▍| 272/333 [06:29<01:29,  1.47s/it, loss=0.817, pair=0.013, adv=3.903, sprd=0.026]
Ep 030/60 [S2:+mat]:  82%|██▍| 273/333 [06:29<01:32,  1.54s/it, loss=0.817, pair=0.013, adv=3.903, sprd=0.026]
Ep 030/60 [S2:+mat]:  82%|██▍| 273/333 [06:31<01:32,  1.54s/it, loss=0.684, pair=0.006, adv=3.123, sprd=0.020]
Ep 030/60 [S2:+mat]:  82%|██▍| 274/333 [06:31<01:27,  1.49s/it, loss=0.684, pair=0.006, adv=3.123, sprd=0.020]
Ep 030/60 [S2:+mat]:  82%|██▍| 274/333 [06:33<01:27,  1.49s/it, loss=0.728, pair=0.003, adv=3.492, sprd=0.025]
Ep 030/60 [S2:+mat]:  83%|██▍| 275/333 [06:33<01:31,  1.58s/it, loss=0.728, pair=0.003, adv=3.492, sprd=0.025]
Ep 030/60 [S2:+mat]:  83%|██▍| 275/333 [06:34<01:31,  1.58s/it, loss=0.741, pair=0.010, adv=3.740, sprd=0.030]
Ep 030/60 [S2:+mat]:  83%|██▍| 276/333 [06:34<01:27,  1.53s/it, loss=0.741, pair=0.010, adv=3.740, sprd=0.030]
Ep 030/60 [S2:+mat]:  83%|██▍| 276/333 [06:36<01:27,  1.53s/it, loss=0.719, pair=0.001, adv=3.908, sprd=0.023]
Ep 030/60 [S2:+mat]:  83%|██▍| 277/333 [06:36<01:28,  1.58s/it, loss=0.719, pair=0.001, adv=3.908, sprd=0.023]
Ep 030/60 [S2:+mat]:  83%|██▍| 277/333 [06:37<01:28,  1.58s/it, loss=0.721, pair=0.003, adv=3.775, sprd=0.023]
Ep 030/60 [S2:+mat]:  83%|██▌| 278/333 [06:37<01:22,  1.51s/it, loss=0.721, pair=0.003, adv=3.775, sprd=0.023]
Ep 030/60 [S2:+mat]:  83%|██▌| 278/333 [06:39<01:22,  1.51s/it, loss=0.736, pair=0.003, adv=3.854, sprd=0.028]
Ep 030/60 [S2:+mat]:  84%|██▌| 279/333 [06:39<01:25,  1.58s/it, loss=0.736, pair=0.003, adv=3.854, sprd=0.028]
Ep 030/60 [S2:+mat]:  84%|██▌| 279/333 [06:40<01:25,  1.58s/it, loss=0.727, pair=0.002, adv=3.772, sprd=0.025]
Ep 030/60 [S2:+mat]:  84%|██▌| 280/333 [06:40<01:20,  1.53s/it, loss=0.727, pair=0.002, adv=3.772, sprd=0.025]
Ep 030/60 [S2:+mat]:  84%|██▌| 280/333 [06:42<01:20,  1.53s/it, loss=0.722, pair=0.001, adv=3.759, sprd=0.024]
Ep 030/60 [S2:+mat]:  84%|██▌| 281/333 [06:42<01:20,  1.56s/it, loss=0.722, pair=0.001, adv=3.759, sprd=0.024]
Ep 030/60 [S2:+mat]:  84%|██▌| 281/333 [06:43<01:20,  1.56s/it, loss=0.716, pair=0.005, adv=3.967, sprd=0.024]
Ep 030/60 [S2:+mat]:  85%|██▌| 282/333 [06:43<01:16,  1.50s/it, loss=0.716, pair=0.005, adv=3.967, sprd=0.024]
Ep 030/60 [S2:+mat]:  85%|██▌| 282/333 [06:45<01:16,  1.50s/it, loss=0.735, pair=0.007, adv=3.966, sprd=0.025]
Ep 030/60 [S2:+mat]:  85%|██▌| 283/333 [06:45<01:17,  1.56s/it, loss=0.735, pair=0.007, adv=3.966, sprd=0.025]
Ep 030/60 [S2:+mat]:  85%|██▌| 283/333 [06:46<01:17,  1.56s/it, loss=0.707, pair=0.005, adv=4.003, sprd=0.022]
Ep 030/60 [S2:+mat]:  85%|██▌| 284/333 [06:46<01:11,  1.46s/it, loss=0.707, pair=0.005, adv=4.003, sprd=0.022]
Ep 030/60 [S2:+mat]:  85%|██▌| 284/333 [06:48<01:11,  1.46s/it, loss=0.727, pair=0.003, adv=3.903, sprd=0.024]
Ep 030/60 [S2:+mat]:  86%|██▌| 285/333 [06:48<01:14,  1.56s/it, loss=0.727, pair=0.003, adv=3.903, sprd=0.024]
Ep 030/60 [S2:+mat]:  86%|██▌| 285/333 [06:49<01:14,  1.56s/it, loss=0.714, pair=0.002, adv=3.885, sprd=0.022]
Ep 030/60 [S2:+mat]:  86%|██▌| 286/333 [06:49<01:10,  1.49s/it, loss=0.714, pair=0.002, adv=3.885, sprd=0.022]
Ep 030/60 [S2:+mat]:  86%|██▌| 286/333 [06:51<01:10,  1.49s/it, loss=0.760, pair=0.003, adv=3.838, sprd=0.035]
Ep 030/60 [S2:+mat]:  86%|██▌| 287/333 [06:51<01:12,  1.57s/it, loss=0.760, pair=0.003, adv=3.838, sprd=0.035]
Ep 030/60 [S2:+mat]:  86%|██▌| 287/333 [06:52<01:12,  1.57s/it, loss=0.707, pair=0.005, adv=3.694, sprd=0.020]
Ep 030/60 [S2:+mat]:  86%|██▌| 288/333 [06:52<01:07,  1.50s/it, loss=0.707, pair=0.005, adv=3.694, sprd=0.020]
Ep 030/60 [S2:+mat]:  86%|██▌| 288/333 [06:54<01:07,  1.50s/it, loss=0.706, pair=0.002, adv=3.902, sprd=0.020]
Ep 030/60 [S2:+mat]:  87%|██▌| 289/333 [06:54<01:07,  1.53s/it, loss=0.706, pair=0.002, adv=3.902, sprd=0.020]
Ep 030/60 [S2:+mat]:  87%|██▌| 289/333 [06:55<01:07,  1.53s/it, loss=0.731, pair=0.010, adv=3.954, sprd=0.024]
Ep 030/60 [S2:+mat]:  87%|██▌| 290/333 [06:55<01:04,  1.50s/it, loss=0.731, pair=0.010, adv=3.954, sprd=0.024]
Ep 030/60 [S2:+mat]:  87%|██▌| 290/333 [06:57<01:04,  1.50s/it, loss=0.734, pair=0.002, adv=3.906, sprd=0.030]
Ep 030/60 [S2:+mat]:  87%|██▌| 291/333 [06:57<01:06,  1.59s/it, loss=0.734, pair=0.002, adv=3.906, sprd=0.030]
Ep 030/60 [S2:+mat]:  87%|██▌| 291/333 [06:59<01:06,  1.59s/it, loss=0.716, pair=0.003, adv=3.972, sprd=0.024]
Ep 030/60 [S2:+mat]:  88%|██▋| 292/333 [06:59<01:03,  1.54s/it, loss=0.716, pair=0.003, adv=3.972, sprd=0.024]
Ep 030/60 [S2:+mat]:  88%|██▋| 292/333 [07:00<01:03,  1.54s/it, loss=0.714, pair=0.002, adv=3.931, sprd=0.020]
Ep 030/60 [S2:+mat]:  88%|██▋| 293/333 [07:00<01:02,  1.56s/it, loss=0.714, pair=0.002, adv=3.931, sprd=0.020]
Ep 030/60 [S2:+mat]:  88%|██▋| 293/333 [07:02<01:02,  1.56s/it, loss=0.694, pair=0.004, adv=3.869, sprd=0.018]
Ep 030/60 [S2:+mat]:  88%|██▋| 294/333 [07:02<00:58,  1.49s/it, loss=0.694, pair=0.004, adv=3.869, sprd=0.018]
Ep 030/60 [S2:+mat]:  88%|██▋| 294/333 [07:03<00:58,  1.49s/it, loss=0.730, pair=0.006, adv=4.022, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 295/333 [07:03<00:58,  1.55s/it, loss=0.730, pair=0.006, adv=4.022, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 295/333 [07:05<00:58,  1.55s/it, loss=0.856, pair=0.007, adv=4.004, sprd=0.018]
Ep 030/60 [S2:+mat]:  89%|██▋| 296/333 [07:05<00:54,  1.49s/it, loss=0.856, pair=0.007, adv=4.004, sprd=0.018]
Ep 030/60 [S2:+mat]:  89%|██▋| 296/333 [07:06<00:54,  1.49s/it, loss=0.739, pair=0.004, adv=4.212, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 297/333 [07:06<00:54,  1.51s/it, loss=0.739, pair=0.004, adv=4.212, sprd=0.027]
Ep 030/60 [S2:+mat]:  89%|██▋| 297/333 [07:07<00:54,  1.51s/it, loss=0.725, pair=0.005, adv=3.495, sprd=0.022]
Ep 030/60 [S2:+mat]:  89%|██▋| 298/333 [07:07<00:51,  1.46s/it, loss=0.725, pair=0.005, adv=3.495, sprd=0.022]
Ep 030/60 [S2:+mat]:  89%|██▋| 298/333 [07:09<00:51,  1.46s/it, loss=0.717, pair=0.006, adv=3.497, sprd=0.021]
Ep 030/60 [S2:+mat]:  90%|██▋| 299/333 [07:09<00:51,  1.52s/it, loss=0.717, pair=0.006, adv=3.497, sprd=0.021]
Ep 030/60 [S2:+mat]:  90%|██▋| 299/333 [07:10<00:51,  1.52s/it, loss=0.706, pair=0.010, adv=3.721, sprd=0.018]
Ep 030/60 [S2:+mat]:  90%|██▋| 300/333 [07:10<00:48,  1.47s/it, loss=0.706, pair=0.010, adv=3.721, sprd=0.018]
Ep 030/60 [S2:+mat]:  90%|██▋| 300/333 [07:12<00:48,  1.47s/it, loss=0.711, pair=0.004, adv=4.018, sprd=0.021]
Ep 030/60 [S2:+mat]:  90%|██▋| 301/333 [07:12<00:48,  1.53s/it, loss=0.711, pair=0.004, adv=4.018, sprd=0.021]
Ep 030/60 [S2:+mat]:  90%|██▋| 301/333 [07:14<00:48,  1.53s/it, loss=0.758, pair=0.015, adv=4.077, sprd=0.032]
Ep 030/60 [S2:+mat]:  91%|██▋| 302/333 [07:14<00:46,  1.50s/it, loss=0.758, pair=0.015, adv=4.077, sprd=0.032]
Ep 030/60 [S2:+mat]:  91%|██▋| 302/333 [07:15<00:46,  1.50s/it, loss=0.728, pair=0.007, adv=4.053, sprd=0.026]
Ep 030/60 [S2:+mat]:  91%|██▋| 303/333 [07:15<00:47,  1.57s/it, loss=0.728, pair=0.007, adv=4.053, sprd=0.026]
Ep 030/60 [S2:+mat]:  91%|██▋| 303/333 [07:17<00:47,  1.57s/it, loss=0.739, pair=0.024, adv=3.465, sprd=0.026]
Ep 030/60 [S2:+mat]:  91%|██▋| 304/333 [07:17<00:44,  1.54s/it, loss=0.739, pair=0.024, adv=3.465, sprd=0.026]
Ep 030/60 [S2:+mat]:  91%|██▋| 304/333 [07:19<00:44,  1.54s/it, loss=0.708, pair=0.011, adv=3.635, sprd=0.018]
Ep 030/60 [S2:+mat]:  92%|██▋| 305/333 [07:19<00:45,  1.61s/it, loss=0.708, pair=0.011, adv=3.635, sprd=0.018]
Ep 030/60 [S2:+mat]:  92%|██▋| 305/333 [07:20<00:45,  1.61s/it, loss=0.715, pair=0.005, adv=4.068, sprd=0.023]
Ep 030/60 [S2:+mat]:  92%|██▊| 306/333 [07:20<00:41,  1.54s/it, loss=0.715, pair=0.005, adv=4.068, sprd=0.023]
Ep 030/60 [S2:+mat]:  92%|██▊| 306/333 [07:22<00:41,  1.54s/it, loss=0.763, pair=0.012, adv=3.560, sprd=0.034]
Ep 030/60 [S2:+mat]:  92%|██▊| 307/333 [07:22<00:41,  1.60s/it, loss=0.763, pair=0.012, adv=3.560, sprd=0.034]
Ep 030/60 [S2:+mat]:  92%|██▊| 307/333 [07:23<00:41,  1.60s/it, loss=0.720, pair=0.005, adv=3.627, sprd=0.022]
Ep 030/60 [S2:+mat]:  92%|██▊| 308/333 [07:23<00:38,  1.54s/it, loss=0.720, pair=0.005, adv=3.627, sprd=0.022]
Ep 030/60 [S2:+mat]:  92%|██▊| 308/333 [07:25<00:38,  1.54s/it, loss=0.724, pair=0.004, adv=3.810, sprd=0.023]
Ep 030/60 [S2:+mat]:  93%|██▊| 309/333 [07:25<00:38,  1.58s/it, loss=0.724, pair=0.004, adv=3.810, sprd=0.023]
Ep 030/60 [S2:+mat]:  93%|██▊| 309/333 [07:26<00:38,  1.58s/it, loss=0.722, pair=0.006, adv=3.687, sprd=0.023]
Ep 030/60 [S2:+mat]:  93%|██▊| 310/333 [07:26<00:34,  1.49s/it, loss=0.722, pair=0.006, adv=3.687, sprd=0.023]
Ep 030/60 [S2:+mat]:  93%|██▊| 310/333 [07:28<00:34,  1.49s/it, loss=0.706, pair=0.006, adv=3.883, sprd=0.018]
Ep 030/60 [S2:+mat]:  93%|██▊| 311/333 [07:28<00:33,  1.54s/it, loss=0.706, pair=0.006, adv=3.883, sprd=0.018]
Ep 030/60 [S2:+mat]:  93%|██▊| 311/333 [07:29<00:33,  1.54s/it, loss=0.703, pair=0.010, adv=3.493, sprd=0.020]
Ep 030/60 [S2:+mat]:  94%|██▊| 312/333 [07:29<00:31,  1.49s/it, loss=0.703, pair=0.010, adv=3.493, sprd=0.020]
Ep 030/60 [S2:+mat]:  94%|██▊| 312/333 [07:31<00:31,  1.49s/it, loss=0.789, pair=0.010, adv=3.444, sprd=0.019]
Ep 030/60 [S2:+mat]:  94%|██▊| 313/333 [07:31<00:30,  1.51s/it, loss=0.789, pair=0.010, adv=3.444, sprd=0.019]
Ep 030/60 [S2:+mat]:  94%|██▊| 313/333 [07:32<00:30,  1.51s/it, loss=0.716, pair=0.006, adv=3.655, sprd=0.023]
Ep 030/60 [S2:+mat]:  94%|██▊| 314/333 [07:32<00:28,  1.48s/it, loss=0.716, pair=0.006, adv=3.655, sprd=0.023]
Ep 030/60 [S2:+mat]:  94%|██▊| 314/333 [07:34<00:28,  1.48s/it, loss=0.718, pair=0.006, adv=3.455, sprd=0.020]
Ep 030/60 [S2:+mat]:  95%|██▊| 315/333 [07:34<00:28,  1.58s/it, loss=0.718, pair=0.006, adv=3.455, sprd=0.020]
Ep 030/60 [S2:+mat]:  95%|██▊| 315/333 [07:35<00:28,  1.58s/it, loss=0.742, pair=0.003, adv=4.004, sprd=0.030]
Ep 030/60 [S2:+mat]:  95%|██▊| 316/333 [07:35<00:25,  1.52s/it, loss=0.742, pair=0.003, adv=4.004, sprd=0.030]
Ep 030/60 [S2:+mat]:  95%|██▊| 316/333 [07:37<00:25,  1.52s/it, loss=0.722, pair=0.004, adv=3.892, sprd=0.022]
Ep 030/60 [S2:+mat]:  95%|██▊| 317/333 [07:37<00:25,  1.59s/it, loss=0.722, pair=0.004, adv=3.892, sprd=0.022]
Ep 030/60 [S2:+mat]:  95%|██▊| 317/333 [07:38<00:25,  1.59s/it, loss=0.689, pair=0.001, adv=3.125, sprd=0.021]
Ep 030/60 [S2:+mat]:  95%|██▊| 318/333 [07:38<00:22,  1.52s/it, loss=0.689, pair=0.001, adv=3.125, sprd=0.021]
Ep 030/60 [S2:+mat]:  95%|██▊| 318/333 [07:40<00:22,  1.52s/it, loss=0.717, pair=0.010, adv=3.794, sprd=0.021]
Ep 030/60 [S2:+mat]:  96%|██▊| 319/333 [07:40<00:21,  1.56s/it, loss=0.717, pair=0.010, adv=3.794, sprd=0.021]
Ep 030/60 [S2:+mat]:  96%|██▊| 319/333 [07:41<00:21,  1.56s/it, loss=0.720, pair=0.007, adv=3.444, sprd=0.024]
Ep 030/60 [S2:+mat]:  96%|██▉| 320/333 [07:41<00:19,  1.50s/it, loss=0.720, pair=0.007, adv=3.444, sprd=0.024]
Ep 030/60 [S2:+mat]:  96%|██▉| 320/333 [07:43<00:19,  1.50s/it, loss=0.731, pair=0.011, adv=3.558, sprd=0.023]
Ep 030/60 [S2:+mat]:  96%|██▉| 321/333 [07:43<00:18,  1.58s/it, loss=0.731, pair=0.011, adv=3.558, sprd=0.023]
Ep 030/60 [S2:+mat]:  96%|██▉| 321/333 [07:44<00:18,  1.58s/it, loss=0.715, pair=0.012, adv=3.826, sprd=0.020]
Ep 030/60 [S2:+mat]:  97%|██▉| 322/333 [07:44<00:16,  1.52s/it, loss=0.715, pair=0.012, adv=3.826, sprd=0.020]
Ep 030/60 [S2:+mat]:  97%|██▉| 322/333 [07:46<00:16,  1.52s/it, loss=0.733, pair=0.011, adv=3.713, sprd=0.026]
Ep 030/60 [S2:+mat]:  97%|██▉| 323/333 [07:46<00:15,  1.55s/it, loss=0.733, pair=0.011, adv=3.713, sprd=0.026]
Ep 030/60 [S2:+mat]:  97%|██▉| 323/333 [07:47<00:15,  1.55s/it, loss=0.735, pair=0.006, adv=3.649, sprd=0.026]
Ep 030/60 [S2:+mat]:  97%|██▉| 324/333 [07:47<00:13,  1.50s/it, loss=0.735, pair=0.006, adv=3.649, sprd=0.026]
Ep 030/60 [S2:+mat]:  97%|██▉| 324/333 [07:49<00:13,  1.50s/it, loss=0.732, pair=0.008, adv=4.263, sprd=0.027]
Ep 030/60 [S2:+mat]:  98%|██▉| 325/333 [07:49<00:12,  1.56s/it, loss=0.732, pair=0.008, adv=4.263, sprd=0.027]
Ep 030/60 [S2:+mat]:  98%|██▉| 325/333 [07:51<00:12,  1.56s/it, loss=0.737, pair=0.006, adv=3.923, sprd=0.025]
Ep 030/60 [S2:+mat]:  98%|██▉| 326/333 [07:51<00:10,  1.52s/it, loss=0.737, pair=0.006, adv=3.923, sprd=0.025]
Ep 030/60 [S2:+mat]:  98%|██▉| 326/333 [07:52<00:10,  1.52s/it, loss=0.719, pair=0.008, adv=3.624, sprd=0.019]
Ep 030/60 [S2:+mat]:  98%|██▉| 327/333 [07:52<00:09,  1.55s/it, loss=0.719, pair=0.008, adv=3.624, sprd=0.019]
Ep 030/60 [S2:+mat]:  98%|██▉| 327/333 [07:54<00:09,  1.55s/it, loss=0.734, pair=0.006, adv=3.990, sprd=0.026]
Ep 030/60 [S2:+mat]:  98%|██▉| 328/333 [07:54<00:07,  1.52s/it, loss=0.734, pair=0.006, adv=3.990, sprd=0.026]
Ep 030/60 [S2:+mat]:  98%|██▉| 328/333 [07:56<00:07,  1.52s/it, loss=0.747, pair=0.004, adv=4.149, sprd=0.031]
Ep 030/60 [S2:+mat]:  99%|██▉| 329/333 [07:56<00:06,  1.62s/it, loss=0.747, pair=0.004, adv=4.149, sprd=0.031]
Ep 030/60 [S2:+mat]:  99%|██▉| 329/333 [07:57<00:06,  1.62s/it, loss=0.734, pair=0.004, adv=3.819, sprd=0.027]
Ep 030/60 [S2:+mat]:  99%|██▉| 330/333 [07:57<00:04,  1.56s/it, loss=0.734, pair=0.004, adv=3.819, sprd=0.027]
Ep 030/60 [S2:+mat]:  99%|██▉| 330/333 [07:59<00:04,  1.56s/it, loss=0.797, pair=0.001, adv=3.603, sprd=0.022]
Ep 030/60 [S2:+mat]:  99%|██▉| 331/333 [07:59<00:03,  1.60s/it, loss=0.797, pair=0.001, adv=3.603, sprd=0.022]
Ep 030/60 [S2:+mat]:  99%|██▉| 331/333 [08:00<00:03,  1.60s/it, loss=0.733, pair=0.001, adv=4.255, sprd=0.027]
Ep 030/60 [S2:+mat]: 100%|██▉| 332/333 [08:00<00:01,  1.56s/it, loss=0.733, pair=0.001, adv=4.255, sprd=0.027]
Ep 030/60 [S2:+mat]: 100%|██▉| 332/333 [08:02<00:01,  1.56s/it, loss=0.725, pair=0.012, adv=4.151, sprd=0.024]
Ep 030/60 [S2:+mat]: 100%|███| 333/333 [08:02<00:00,  1.62s/it, loss=0.725, pair=0.012, adv=4.151, sprd=0.024]
                                                                                                              
Epoch 030/60 [S2:+mat]  loss=0.7361  mat=0.3297  sens=1.0409  pair=0.0326  adv=3.8789(rand=3.37)  deg=0.0099  orth=0.0037  spread=0.0235  q_mean=51.2  q_std=16.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.50e-05  482s

Ep 031/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 031/60 [S2:+mat]:   0%|             | 0/333 [00:02<?, ?it/s, loss=0.690, pair=0.002, adv=3.223, sprd=0.019]
Ep 031/60 [S2:+mat]:   0%|     | 1/333 [00:02<11:34,  2.09s/it, loss=0.690, pair=0.002, adv=3.223, sprd=0.019]
Ep 031/60 [S2:+mat]:   0%|     | 1/333 [00:03<11:34,  2.09s/it, loss=0.745, pair=0.007, adv=3.659, sprd=0.029]
Ep 031/60 [S2:+mat]:   1%|     | 2/333 [00:03<08:46,  1.59s/it, loss=0.745, pair=0.007, adv=3.659, sprd=0.029]
Ep 031/60 [S2:+mat]:   1%|     | 2/333 [00:05<08:46,  1.59s/it, loss=0.737, pair=0.005, adv=4.016, sprd=0.027]
Ep 031/60 [S2:+mat]:   1%|     | 3/333 [00:05<09:18,  1.69s/it, loss=0.737, pair=0.005, adv=4.016, sprd=0.027]
Ep 031/60 [S2:+mat]:   1%|     | 3/333 [00:06<09:18,  1.69s/it, loss=0.688, pair=0.013, adv=3.145, sprd=0.019]
Ep 031/60 [S2:+mat]:   1%|     | 4/333 [00:06<08:32,  1.56s/it, loss=0.688, pair=0.013, adv=3.145, sprd=0.019]
Ep 031/60 [S2:+mat]:   1%|     | 4/333 [00:08<08:32,  1.56s/it, loss=0.828, pair=0.007, adv=3.773, sprd=0.028]
Ep 031/60 [S2:+mat]:   2%|     | 5/333 [00:08<08:51,  1.62s/it, loss=0.828, pair=0.007, adv=3.773, sprd=0.028]
Ep 031/60 [S2:+mat]:   2%|     | 5/333 [00:09<08:51,  1.62s/it, loss=0.736, pair=0.002, adv=4.222, sprd=0.026]
Ep 031/60 [S2:+mat]:   2%|     | 6/333 [00:09<08:28,  1.55s/it, loss=0.736, pair=0.002, adv=4.222, sprd=0.026]
Ep 031/60 [S2:+mat]:   2%|     | 6/333 [00:11<08:28,  1.55s/it, loss=0.753, pair=0.000, adv=4.148, sprd=0.032]
Ep 031/60 [S2:+mat]:   2%|     | 7/333 [00:11<08:49,  1.62s/it, loss=0.753, pair=0.000, adv=4.148, sprd=0.032]
Ep 031/60 [S2:+mat]:   2%|     | 7/333 [00:12<08:49,  1.62s/it, loss=0.731, pair=0.000, adv=4.053, sprd=0.025]
Ep 031/60 [S2:+mat]:   2%|     | 8/333 [00:12<08:28,  1.56s/it, loss=0.731, pair=0.000, adv=4.053, sprd=0.025]
Ep 031/60 [S2:+mat]:   2%|     | 8/333 [00:14<08:28,  1.56s/it, loss=0.702, pair=0.001, adv=4.063, sprd=0.021]
Ep 031/60 [S2:+mat]:   3%|▏    | 9/333 [00:14<08:44,  1.62s/it, loss=0.702, pair=0.001, adv=4.063, sprd=0.021]
Ep 031/60 [S2:+mat]:   3%|▏    | 9/333 [00:15<08:44,  1.62s/it, loss=0.720, pair=0.005, adv=3.955, sprd=0.022]
Ep 031/60 [S2:+mat]:   3%|    | 10/333 [00:15<08:19,  1.54s/it, loss=0.720, pair=0.005, adv=3.955, sprd=0.022]
Ep 031/60 [S2:+mat]:   3%|    | 10/333 [00:17<08:19,  1.54s/it, loss=0.701, pair=0.000, adv=3.642, sprd=0.020]
Ep 031/60 [S2:+mat]:   3%|▏   | 11/333 [00:17<08:25,  1.57s/it, loss=0.701, pair=0.000, adv=3.642, sprd=0.020]
Ep 031/60 [S2:+mat]:   3%|▏   | 11/333 [00:18<08:25,  1.57s/it, loss=0.714, pair=0.008, adv=3.581, sprd=0.023]
Ep 031/60 [S2:+mat]:   4%|▏   | 12/333 [00:18<08:05,  1.51s/it, loss=0.714, pair=0.008, adv=3.581, sprd=0.023]
Ep 031/60 [S2:+mat]:   4%|▏   | 12/333 [00:20<08:05,  1.51s/it, loss=0.736, pair=0.012, adv=3.511, sprd=0.027]
Ep 031/60 [S2:+mat]:   4%|▏   | 13/333 [00:20<08:29,  1.59s/it, loss=0.736, pair=0.012, adv=3.511, sprd=0.027]
Ep 031/60 [S2:+mat]:   4%|▏   | 13/333 [00:22<08:29,  1.59s/it, loss=0.715, pair=0.002, adv=3.789, sprd=0.022]
Ep 031/60 [S2:+mat]:   4%|▏   | 14/333 [00:22<08:09,  1.53s/it, loss=0.715, pair=0.002, adv=3.789, sprd=0.022]
Ep 031/60 [S2:+mat]:   4%|▏   | 14/333 [00:23<08:09,  1.53s/it, loss=0.729, pair=0.001, adv=3.716, sprd=0.025]
Ep 031/60 [S2:+mat]:   5%|▏   | 15/333 [00:23<08:05,  1.53s/it, loss=0.729, pair=0.001, adv=3.716, sprd=0.025]
Ep 031/60 [S2:+mat]:   5%|▏   | 15/333 [00:25<08:05,  1.53s/it, loss=0.709, pair=0.009, adv=3.870, sprd=0.020]
Ep 031/60 [S2:+mat]:   5%|▏   | 16/333 [00:25<07:52,  1.49s/it, loss=0.709, pair=0.009, adv=3.870, sprd=0.020]
Ep 031/60 [S2:+mat]:   5%|▏   | 16/333 [00:26<07:52,  1.49s/it, loss=0.680, pair=0.000, adv=3.100, sprd=0.018]
Ep 031/60 [S2:+mat]:   5%|▏   | 17/333 [00:26<08:07,  1.54s/it, loss=0.680, pair=0.000, adv=3.100, sprd=0.018]
Ep 031/60 [S2:+mat]:   5%|▏   | 17/333 [00:28<08:07,  1.54s/it, loss=0.725, pair=0.003, adv=3.734, sprd=0.027]
Ep 031/60 [S2:+mat]:   5%|▏   | 18/333 [00:28<07:50,  1.49s/it, loss=0.725, pair=0.003, adv=3.734, sprd=0.027]
Ep 031/60 [S2:+mat]:   5%|▏   | 18/333 [00:29<07:50,  1.49s/it, loss=0.702, pair=0.000, adv=3.529, sprd=0.018]
Ep 031/60 [S2:+mat]:   6%|▏   | 19/333 [00:29<08:06,  1.55s/it, loss=0.702, pair=0.000, adv=3.529, sprd=0.018]
Ep 031/60 [S2:+mat]:   6%|▏   | 19/333 [00:31<08:06,  1.55s/it, loss=0.730, pair=0.000, adv=3.549, sprd=0.027]
Ep 031/60 [S2:+mat]:   6%|▏   | 20/333 [00:31<07:52,  1.51s/it, loss=0.730, pair=0.000, adv=3.549, sprd=0.027]
Ep 031/60 [S2:+mat]:   6%|▏   | 20/333 [00:32<07:52,  1.51s/it, loss=0.720, pair=0.003, adv=3.723, sprd=0.024]
Ep 031/60 [S2:+mat]:   6%|▎   | 21/333 [00:32<08:07,  1.56s/it, loss=0.720, pair=0.003, adv=3.723, sprd=0.024]
Ep 031/60 [S2:+mat]:   6%|▎   | 21/333 [00:34<08:07,  1.56s/it, loss=0.753, pair=0.003, adv=3.896, sprd=0.032]
Ep 031/60 [S2:+mat]:   7%|▎   | 22/333 [00:34<08:01,  1.55s/it, loss=0.753, pair=0.003, adv=3.896, sprd=0.032]
Ep 031/60 [S2:+mat]:   7%|▎   | 22/333 [00:36<08:01,  1.55s/it, loss=0.717, pair=0.000, adv=3.778, sprd=0.020]
Ep 031/60 [S2:+mat]:   7%|▎   | 23/333 [00:36<08:07,  1.57s/it, loss=0.717, pair=0.000, adv=3.778, sprd=0.020]
Ep 031/60 [S2:+mat]:   7%|▎   | 23/333 [00:37<08:07,  1.57s/it, loss=0.711, pair=0.001, adv=3.690, sprd=0.020]
Ep 031/60 [S2:+mat]:   7%|▎   | 24/333 [00:37<07:46,  1.51s/it, loss=0.711, pair=0.001, adv=3.690, sprd=0.020]
Ep 031/60 [S2:+mat]:   7%|▎   | 24/333 [00:39<07:46,  1.51s/it, loss=0.791, pair=0.004, adv=3.997, sprd=0.020]
Ep 031/60 [S2:+mat]:   8%|▎   | 25/333 [00:39<07:57,  1.55s/it, loss=0.791, pair=0.004, adv=3.997, sprd=0.020]
Ep 031/60 [S2:+mat]:   8%|▎   | 25/333 [00:40<07:57,  1.55s/it, loss=0.735, pair=0.000, adv=3.984, sprd=0.027]
Ep 031/60 [S2:+mat]:   8%|▎   | 26/333 [00:40<07:51,  1.54s/it, loss=0.735, pair=0.000, adv=3.984, sprd=0.027]
Ep 031/60 [S2:+mat]:   8%|▎   | 26/333 [00:42<07:51,  1.54s/it, loss=0.734, pair=0.000, adv=4.178, sprd=0.026]
Ep 031/60 [S2:+mat]:   8%|▎   | 27/333 [00:42<08:02,  1.58s/it, loss=0.734, pair=0.000, adv=4.178, sprd=0.026]
Ep 031/60 [S2:+mat]:   8%|▎   | 27/333 [00:43<08:02,  1.58s/it, loss=0.720, pair=0.004, adv=3.776, sprd=0.023]
Ep 031/60 [S2:+mat]:   8%|▎   | 28/333 [00:43<07:41,  1.51s/it, loss=0.720, pair=0.004, adv=3.776, sprd=0.023]
Ep 031/60 [S2:+mat]:   8%|▎   | 28/333 [00:45<07:41,  1.51s/it, loss=0.728, pair=0.003, adv=3.949, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 29/333 [00:45<07:45,  1.53s/it, loss=0.728, pair=0.003, adv=3.949, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 29/333 [00:46<07:45,  1.53s/it, loss=0.722, pair=0.000, adv=4.043, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 30/333 [00:46<07:32,  1.49s/it, loss=0.722, pair=0.000, adv=4.043, sprd=0.024]
Ep 031/60 [S2:+mat]:   9%|▎   | 30/333 [00:48<07:32,  1.49s/it, loss=0.737, pair=0.001, adv=3.692, sprd=0.027]
Ep 031/60 [S2:+mat]:   9%|▎   | 31/333 [00:48<07:53,  1.57s/it, loss=0.737, pair=0.001, adv=3.692, sprd=0.027]
Ep 031/60 [S2:+mat]:   9%|▎   | 31/333 [00:49<07:53,  1.57s/it, loss=0.721, pair=0.002, adv=3.825, sprd=0.023]
Ep 031/60 [S2:+mat]:  10%|▍   | 32/333 [00:49<07:37,  1.52s/it, loss=0.721, pair=0.002, adv=3.825, sprd=0.023]
Ep 031/60 [S2:+mat]:  10%|▍   | 32/333 [00:51<07:37,  1.52s/it, loss=0.730, pair=0.003, adv=3.616, sprd=0.026]
Ep 031/60 [S2:+mat]:  10%|▍   | 33/333 [00:51<07:56,  1.59s/it, loss=0.730, pair=0.003, adv=3.616, sprd=0.026]
Ep 031/60 [S2:+mat]:  10%|▍   | 33/333 [00:52<07:56,  1.59s/it, loss=0.718, pair=0.001, adv=3.600, sprd=0.023]
Ep 031/60 [S2:+mat]:  10%|▍   | 34/333 [00:52<07:33,  1.52s/it, loss=0.718, pair=0.001, adv=3.600, sprd=0.023]
Ep 031/60 [S2:+mat]:  10%|▍   | 34/333 [00:54<07:33,  1.52s/it, loss=0.705, pair=0.003, adv=3.635, sprd=0.019]
Ep 031/60 [S2:+mat]:  11%|▍   | 35/333 [00:54<07:48,  1.57s/it, loss=0.705, pair=0.003, adv=3.635, sprd=0.019]
Ep 031/60 [S2:+mat]:  11%|▍   | 35/333 [00:55<07:48,  1.57s/it, loss=0.698, pair=0.010, adv=4.001, sprd=0.018]
Ep 031/60 [S2:+mat]:  11%|▍   | 36/333 [00:55<07:25,  1.50s/it, loss=0.698, pair=0.010, adv=4.001, sprd=0.018]
Ep 031/60 [S2:+mat]:  11%|▍   | 36/333 [00:57<07:25,  1.50s/it, loss=0.711, pair=0.003, adv=4.080, sprd=0.022]
Ep 031/60 [S2:+mat]:  11%|▍   | 37/333 [00:57<07:45,  1.57s/it, loss=0.711, pair=0.003, adv=4.080, sprd=0.022]
Ep 031/60 [S2:+mat]:  11%|▍   | 37/333 [00:59<07:45,  1.57s/it, loss=0.752, pair=0.001, adv=4.049, sprd=0.031]
Ep 031/60 [S2:+mat]:  11%|▍   | 38/333 [00:59<07:34,  1.54s/it, loss=0.752, pair=0.001, adv=4.049, sprd=0.031]
Ep 031/60 [S2:+mat]:  11%|▍   | 38/333 [01:00<07:34,  1.54s/it, loss=0.736, pair=0.002, adv=3.512, sprd=0.020]
Ep 031/60 [S2:+mat]:  12%|▍   | 39/333 [01:00<07:39,  1.56s/it, loss=0.736, pair=0.002, adv=3.512, sprd=0.020]
Ep 031/60 [S2:+mat]:  12%|▍   | 39/333 [01:02<07:39,  1.56s/it, loss=0.724, pair=0.004, adv=3.533, sprd=0.026]
Ep 031/60 [S2:+mat]:  12%|▍   | 40/333 [01:02<07:26,  1.52s/it, loss=0.724, pair=0.004, adv=3.533, sprd=0.026]
Ep 031/60 [S2:+mat]:  12%|▍   | 40/333 [01:03<07:26,  1.52s/it, loss=0.713, pair=0.004, adv=3.551, sprd=0.021]
Ep 031/60 [S2:+mat]:  12%|▍   | 41/333 [01:03<07:38,  1.57s/it, loss=0.713, pair=0.004, adv=3.551, sprd=0.021]
Ep 031/60 [S2:+mat]:  12%|▍   | 41/333 [01:04<07:38,  1.57s/it, loss=0.734, pair=0.001, adv=3.885, sprd=0.024]
Ep 031/60 [S2:+mat]:  13%|▌   | 42/333 [01:04<07:04,  1.46s/it, loss=0.734, pair=0.001, adv=3.885, sprd=0.024]
Ep 031/60 [S2:+mat]:  13%|▌   | 42/333 [01:06<07:04,  1.46s/it, loss=0.722, pair=0.001, adv=3.929, sprd=0.024]
Ep 031/60 [S2:+mat]:  13%|▌   | 43/333 [01:06<07:23,  1.53s/it, loss=0.722, pair=0.001, adv=3.929, sprd=0.024]
Ep 031/60 [S2:+mat]:  13%|▌   | 43/333 [01:08<07:23,  1.53s/it, loss=0.737, pair=0.010, adv=3.779, sprd=0.025]
Ep 031/60 [S2:+mat]:  13%|▌   | 44/333 [01:08<07:12,  1.50s/it, loss=0.737, pair=0.010, adv=3.779, sprd=0.025]
Ep 031/60 [S2:+mat]:  13%|▌   | 44/333 [01:09<07:12,  1.50s/it, loss=0.736, pair=0.004, adv=3.575, sprd=0.026]
Ep 031/60 [S2:+mat]:  14%|▌   | 45/333 [01:09<07:31,  1.57s/it, loss=0.736, pair=0.004, adv=3.575, sprd=0.026]
Ep 031/60 [S2:+mat]:  14%|▌   | 45/333 [01:11<07:31,  1.57s/it, loss=0.739, pair=0.006, adv=3.839, sprd=0.028]
Ep 031/60 [S2:+mat]:  14%|▌   | 46/333 [01:11<07:18,  1.53s/it, loss=0.739, pair=0.006, adv=3.839, sprd=0.028]
Ep 031/60 [S2:+mat]:  14%|▌   | 46/333 [01:12<07:18,  1.53s/it, loss=0.704, pair=0.006, adv=3.475, sprd=0.020]
Ep 031/60 [S2:+mat]:  14%|▌   | 47/333 [01:12<07:32,  1.58s/it, loss=0.704, pair=0.006, adv=3.475, sprd=0.020]
Ep 031/60 [S2:+mat]:  14%|▌   | 47/333 [01:14<07:32,  1.58s/it, loss=0.720, pair=0.013, adv=3.587, sprd=0.020]
Ep 031/60 [S2:+mat]:  14%|▌   | 48/333 [01:14<07:13,  1.52s/it, loss=0.720, pair=0.013, adv=3.587, sprd=0.020]
Ep 031/60 [S2:+mat]:  14%|▌   | 48/333 [01:16<07:13,  1.52s/it, loss=0.741, pair=0.008, adv=3.518, sprd=0.028]
Ep 031/60 [S2:+mat]:  15%|▌   | 49/333 [01:16<07:29,  1.58s/it, loss=0.741, pair=0.008, adv=3.518, sprd=0.028]
Ep 031/60 [S2:+mat]:  15%|▌   | 49/333 [01:17<07:29,  1.58s/it, loss=0.713, pair=0.009, adv=3.392, sprd=0.021]
Ep 031/60 [S2:+mat]:  15%|▌   | 50/333 [01:17<07:08,  1.52s/it, loss=0.713, pair=0.009, adv=3.392, sprd=0.021]
Ep 031/60 [S2:+mat]:  15%|▌   | 50/333 [01:19<07:08,  1.52s/it, loss=0.681, pair=0.011, adv=3.149, sprd=0.016]
Ep 031/60 [S2:+mat]:  15%|▌   | 51/333 [01:19<07:15,  1.54s/it, loss=0.681, pair=0.011, adv=3.149, sprd=0.016]
Ep 031/60 [S2:+mat]:  15%|▌   | 51/333 [01:20<07:15,  1.54s/it, loss=0.723, pair=0.006, adv=4.027, sprd=0.024]
Ep 031/60 [S2:+mat]:  16%|▌   | 52/333 [01:20<07:01,  1.50s/it, loss=0.723, pair=0.006, adv=4.027, sprd=0.024]
Ep 031/60 [S2:+mat]:  16%|▌   | 52/333 [01:22<07:01,  1.50s/it, loss=0.724, pair=0.015, adv=4.089, sprd=0.024]
Ep 031/60 [S2:+mat]:  16%|▋   | 53/333 [01:22<07:11,  1.54s/it, loss=0.724, pair=0.015, adv=4.089, sprd=0.024]
Ep 031/60 [S2:+mat]:  16%|▋   | 53/333 [01:23<07:11,  1.54s/it, loss=0.729, pair=0.007, adv=3.895, sprd=0.028]
Ep 031/60 [S2:+mat]:  16%|▋   | 54/333 [01:23<07:01,  1.51s/it, loss=0.729, pair=0.007, adv=3.895, sprd=0.028]
Ep 031/60 [S2:+mat]:  16%|▋   | 54/333 [01:25<07:01,  1.51s/it, loss=0.693, pair=0.002, adv=3.724, sprd=0.017]
Ep 031/60 [S2:+mat]:  17%|▋   | 55/333 [01:25<07:12,  1.55s/it, loss=0.693, pair=0.002, adv=3.724, sprd=0.017]
Ep 031/60 [S2:+mat]:  17%|▋   | 55/333 [01:26<07:12,  1.55s/it, loss=0.710, pair=0.002, adv=3.480, sprd=0.020]
Ep 031/60 [S2:+mat]:  17%|▋   | 56/333 [01:26<06:47,  1.47s/it, loss=0.710, pair=0.002, adv=3.480, sprd=0.020]
Ep 031/60 [S2:+mat]:  17%|▋   | 56/333 [01:28<06:47,  1.47s/it, loss=0.742, pair=0.004, adv=4.288, sprd=0.030]
Ep 031/60 [S2:+mat]:  17%|▋   | 57/333 [01:28<07:05,  1.54s/it, loss=0.742, pair=0.004, adv=4.288, sprd=0.030]
Ep 031/60 [S2:+mat]:  17%|▋   | 57/333 [01:29<07:05,  1.54s/it, loss=0.721, pair=0.003, adv=4.047, sprd=0.023]
Ep 031/60 [S2:+mat]:  17%|▋   | 58/333 [01:29<06:51,  1.50s/it, loss=0.721, pair=0.003, adv=4.047, sprd=0.023]
Ep 031/60 [S2:+mat]:  17%|▋   | 58/333 [01:31<06:51,  1.50s/it, loss=0.703, pair=0.004, adv=3.404, sprd=0.019]
Ep 031/60 [S2:+mat]:  18%|▋   | 59/333 [01:31<07:00,  1.53s/it, loss=0.703, pair=0.004, adv=3.404, sprd=0.019]
Ep 031/60 [S2:+mat]:  18%|▋   | 59/333 [01:32<07:00,  1.53s/it, loss=0.715, pair=0.003, adv=3.491, sprd=0.024]
Ep 031/60 [S2:+mat]:  18%|▋   | 60/333 [01:32<06:49,  1.50s/it, loss=0.715, pair=0.003, adv=3.491, sprd=0.024]
Ep 031/60 [S2:+mat]:  18%|▋   | 60/333 [01:34<06:49,  1.50s/it, loss=0.739, pair=0.006, adv=3.577, sprd=0.029]
Ep 031/60 [S2:+mat]:  18%|▋   | 61/333 [01:34<07:07,  1.57s/it, loss=0.739, pair=0.006, adv=3.577, sprd=0.029]
Ep 031/60 [S2:+mat]:  18%|▋   | 61/333 [01:35<07:07,  1.57s/it, loss=0.712, pair=0.001, adv=3.729, sprd=0.023]
Ep 031/60 [S2:+mat]:  19%|▋   | 62/333 [01:35<06:53,  1.53s/it, loss=0.712, pair=0.001, adv=3.729, sprd=0.023]
Ep 031/60 [S2:+mat]:  19%|▋   | 62/333 [01:37<06:53,  1.53s/it, loss=0.709, pair=0.002, adv=3.787, sprd=0.023]
Ep 031/60 [S2:+mat]:  19%|▊   | 63/333 [01:37<07:07,  1.58s/it, loss=0.709, pair=0.002, adv=3.787, sprd=0.023]
Ep 031/60 [S2:+mat]:  19%|▊   | 63/333 [01:38<07:07,  1.58s/it, loss=0.719, pair=0.004, adv=3.634, sprd=0.024]
Ep 031/60 [S2:+mat]:  19%|▊   | 64/333 [01:38<06:53,  1.54s/it, loss=0.719, pair=0.004, adv=3.634, sprd=0.024]
Ep 031/60 [S2:+mat]:  19%|▊   | 64/333 [01:40<06:53,  1.54s/it, loss=0.719, pair=0.002, adv=3.837, sprd=0.022]
Ep 031/60 [S2:+mat]:  20%|▊   | 65/333 [01:40<06:59,  1.56s/it, loss=0.719, pair=0.002, adv=3.837, sprd=0.022]
Ep 031/60 [S2:+mat]:  20%|▊   | 65/333 [01:41<06:59,  1.56s/it, loss=0.704, pair=0.010, adv=3.859, sprd=0.019]
Ep 031/60 [S2:+mat]:  20%|▊   | 66/333 [01:41<06:45,  1.52s/it, loss=0.704, pair=0.010, adv=3.859, sprd=0.019]
Ep 031/60 [S2:+mat]:  20%|▊   | 66/333 [01:43<06:45,  1.52s/it, loss=0.768, pair=0.007, adv=3.742, sprd=0.032]
Ep 031/60 [S2:+mat]:  20%|▊   | 67/333 [01:43<07:05,  1.60s/it, loss=0.768, pair=0.007, adv=3.742, sprd=0.032]
Ep 031/60 [S2:+mat]:  20%|▊   | 67/333 [01:45<07:05,  1.60s/it, loss=0.717, pair=0.005, adv=3.854, sprd=0.022]
Ep 031/60 [S2:+mat]:  20%|▊   | 68/333 [01:45<06:48,  1.54s/it, loss=0.717, pair=0.005, adv=3.854, sprd=0.022]
Ep 031/60 [S2:+mat]:  20%|▊   | 68/333 [01:46<06:48,  1.54s/it, loss=0.737, pair=0.011, adv=3.866, sprd=0.026]
Ep 031/60 [S2:+mat]:  21%|▊   | 69/333 [01:46<07:08,  1.62s/it, loss=0.737, pair=0.011, adv=3.866, sprd=0.026]
Ep 031/60 [S2:+mat]:  21%|▊   | 69/333 [01:48<07:08,  1.62s/it, loss=0.692, pair=0.009, adv=3.299, sprd=0.018]
Ep 031/60 [S2:+mat]:  21%|▊   | 70/333 [01:48<06:33,  1.50s/it, loss=0.692, pair=0.009, adv=3.299, sprd=0.018]
Ep 031/60 [S2:+mat]:  21%|▊   | 70/333 [01:49<06:33,  1.50s/it, loss=0.806, pair=0.005, adv=3.757, sprd=0.025]
Ep 031/60 [S2:+mat]:  21%|▊   | 71/333 [01:49<06:46,  1.55s/it, loss=0.806, pair=0.005, adv=3.757, sprd=0.025]
Ep 031/60 [S2:+mat]:  21%|▊   | 71/333 [01:51<06:46,  1.55s/it, loss=0.730, pair=0.006, adv=3.836, sprd=0.024]
Ep 031/60 [S2:+mat]:  22%|▊   | 72/333 [01:51<06:35,  1.51s/it, loss=0.730, pair=0.006, adv=3.836, sprd=0.024]
Ep 031/60 [S2:+mat]:  22%|▊   | 72/333 [01:52<06:35,  1.51s/it, loss=0.718, pair=0.005, adv=3.804, sprd=0.024]
Ep 031/60 [S2:+mat]:  22%|▉   | 73/333 [01:52<06:48,  1.57s/it, loss=0.718, pair=0.005, adv=3.804, sprd=0.024]
Ep 031/60 [S2:+mat]:  22%|▉   | 73/333 [01:54<06:48,  1.57s/it, loss=0.727, pair=0.002, adv=3.554, sprd=0.025]
Ep 031/60 [S2:+mat]:  22%|▉   | 74/333 [01:54<06:33,  1.52s/it, loss=0.727, pair=0.002, adv=3.554, sprd=0.025]
Ep 031/60 [S2:+mat]:  22%|▉   | 74/333 [01:56<06:33,  1.52s/it, loss=0.720, pair=0.000, adv=3.366, sprd=0.023]
Ep 031/60 [S2:+mat]:  23%|▉   | 75/333 [01:56<06:47,  1.58s/it, loss=0.720, pair=0.000, adv=3.366, sprd=0.023]
Ep 031/60 [S2:+mat]:  23%|▉   | 75/333 [01:57<06:47,  1.58s/it, loss=0.736, pair=0.003, adv=3.823, sprd=0.028]
Ep 031/60 [S2:+mat]:  23%|▉   | 76/333 [01:57<06:39,  1.55s/it, loss=0.736, pair=0.003, adv=3.823, sprd=0.028]
Ep 031/60 [S2:+mat]:  23%|▉   | 76/333 [01:59<06:39,  1.55s/it, loss=0.783, pair=0.001, adv=3.607, sprd=0.017]
Ep 031/60 [S2:+mat]:  23%|▉   | 77/333 [01:59<06:41,  1.57s/it, loss=0.783, pair=0.001, adv=3.607, sprd=0.017]
Ep 031/60 [S2:+mat]:  23%|▉   | 77/333 [02:00<06:41,  1.57s/it, loss=0.717, pair=0.001, adv=3.774, sprd=0.022]
Ep 031/60 [S2:+mat]:  23%|▉   | 78/333 [02:00<06:23,  1.50s/it, loss=0.717, pair=0.001, adv=3.774, sprd=0.022]
Ep 031/60 [S2:+mat]:  23%|▉   | 78/333 [02:02<06:23,  1.50s/it, loss=0.760, pair=0.000, adv=4.120, sprd=0.032]
Ep 031/60 [S2:+mat]:  24%|▉   | 79/333 [02:02<06:41,  1.58s/it, loss=0.760, pair=0.000, adv=4.120, sprd=0.032]
Ep 031/60 [S2:+mat]:  24%|▉   | 79/333 [02:03<06:41,  1.58s/it, loss=0.724, pair=0.004, adv=4.168, sprd=0.025]
Ep 031/60 [S2:+mat]:  24%|▉   | 80/333 [02:03<06:28,  1.53s/it, loss=0.724, pair=0.004, adv=4.168, sprd=0.025]
Ep 031/60 [S2:+mat]:  24%|▉   | 80/333 [02:05<06:28,  1.53s/it, loss=0.728, pair=0.008, adv=3.927, sprd=0.025]
Ep 031/60 [S2:+mat]:  24%|▉   | 81/333 [02:05<06:43,  1.60s/it, loss=0.728, pair=0.008, adv=3.927, sprd=0.025]
Ep 031/60 [S2:+mat]:  24%|▉   | 81/333 [02:06<06:43,  1.60s/it, loss=0.724, pair=0.007, adv=3.856, sprd=0.023]
Ep 031/60 [S2:+mat]:  25%|▉   | 82/333 [02:06<06:28,  1.55s/it, loss=0.724, pair=0.007, adv=3.856, sprd=0.023]
Ep 031/60 [S2:+mat]:  25%|▉   | 82/333 [02:08<06:28,  1.55s/it, loss=0.709, pair=0.003, adv=4.064, sprd=0.022]
Ep 031/60 [S2:+mat]:  25%|▉   | 83/333 [02:08<06:39,  1.60s/it, loss=0.709, pair=0.003, adv=4.064, sprd=0.022]
Ep 031/60 [S2:+mat]:  25%|▉   | 83/333 [02:09<06:39,  1.60s/it, loss=0.721, pair=0.004, adv=3.926, sprd=0.022]
Ep 031/60 [S2:+mat]:  25%|█   | 84/333 [02:09<06:16,  1.51s/it, loss=0.721, pair=0.004, adv=3.926, sprd=0.022]
Ep 031/60 [S2:+mat]:  25%|█   | 84/333 [02:11<06:16,  1.51s/it, loss=0.730, pair=0.005, adv=3.804, sprd=0.024]
Ep 031/60 [S2:+mat]:  26%|█   | 85/333 [02:11<06:24,  1.55s/it, loss=0.730, pair=0.005, adv=3.804, sprd=0.024]
Ep 031/60 [S2:+mat]:  26%|█   | 85/333 [02:13<06:24,  1.55s/it, loss=0.728, pair=0.008, adv=3.299, sprd=0.027]
Ep 031/60 [S2:+mat]:  26%|█   | 86/333 [02:13<06:19,  1.54s/it, loss=0.728, pair=0.008, adv=3.299, sprd=0.027]
Ep 031/60 [S2:+mat]:  26%|█   | 86/333 [02:14<06:19,  1.54s/it, loss=0.713, pair=0.008, adv=4.009, sprd=0.021]
Ep 031/60 [S2:+mat]:  26%|█   | 87/333 [02:14<06:30,  1.59s/it, loss=0.713, pair=0.008, adv=4.009, sprd=0.021]
Ep 031/60 [S2:+mat]:  26%|█   | 87/333 [02:16<06:30,  1.59s/it, loss=0.716, pair=0.000, adv=3.710, sprd=0.019]
Ep 031/60 [S2:+mat]:  26%|█   | 88/333 [02:16<06:10,  1.51s/it, loss=0.716, pair=0.000, adv=3.710, sprd=0.019]
Ep 031/60 [S2:+mat]:  26%|█   | 88/333 [02:17<06:10,  1.51s/it, loss=0.751, pair=0.001, adv=3.668, sprd=0.029]
Ep 031/60 [S2:+mat]:  27%|█   | 89/333 [02:17<06:24,  1.58s/it, loss=0.751, pair=0.001, adv=3.668, sprd=0.029]
Ep 031/60 [S2:+mat]:  27%|█   | 89/333 [02:19<06:24,  1.58s/it, loss=0.710, pair=0.005, adv=3.992, sprd=0.022]
Ep 031/60 [S2:+mat]:  27%|█   | 90/333 [02:19<06:11,  1.53s/it, loss=0.710, pair=0.005, adv=3.992, sprd=0.022]
Ep 031/60 [S2:+mat]:  27%|█   | 90/333 [02:20<06:11,  1.53s/it, loss=0.711, pair=0.001, adv=3.344, sprd=0.022]
Ep 031/60 [S2:+mat]:  27%|█   | 91/333 [02:20<06:15,  1.55s/it, loss=0.711, pair=0.001, adv=3.344, sprd=0.022]
Ep 031/60 [S2:+mat]:  27%|█   | 91/333 [02:22<06:15,  1.55s/it, loss=0.720, pair=0.000, adv=3.684, sprd=0.022]
Ep 031/60 [S2:+mat]:  28%|█   | 92/333 [02:22<05:59,  1.49s/it, loss=0.720, pair=0.000, adv=3.684, sprd=0.022]
Ep 031/60 [S2:+mat]:  28%|█   | 92/333 [02:23<05:59,  1.49s/it, loss=0.730, pair=0.000, adv=3.952, sprd=0.025]
Ep 031/60 [S2:+mat]:  28%|█   | 93/333 [02:23<06:16,  1.57s/it, loss=0.730, pair=0.000, adv=3.952, sprd=0.025]
Ep 031/60 [S2:+mat]:  28%|█   | 93/333 [02:25<06:16,  1.57s/it, loss=0.725, pair=0.003, adv=3.866, sprd=0.025]
Ep 031/60 [S2:+mat]:  28%|█▏  | 94/333 [02:25<06:04,  1.52s/it, loss=0.725, pair=0.003, adv=3.866, sprd=0.025]
Ep 031/60 [S2:+mat]:  28%|█▏  | 94/333 [02:27<06:04,  1.52s/it, loss=0.741, pair=0.006, adv=3.772, sprd=0.030]
Ep 031/60 [S2:+mat]:  29%|█▏  | 95/333 [02:27<06:17,  1.58s/it, loss=0.741, pair=0.006, adv=3.772, sprd=0.030]
Ep 031/60 [S2:+mat]:  29%|█▏  | 95/333 [02:28<06:17,  1.58s/it, loss=0.697, pair=0.001, adv=3.937, sprd=0.017]
Ep 031/60 [S2:+mat]:  29%|█▏  | 96/333 [02:28<05:58,  1.51s/it, loss=0.697, pair=0.001, adv=3.937, sprd=0.017]
Ep 031/60 [S2:+mat]:  29%|█▏  | 96/333 [02:30<05:58,  1.51s/it, loss=0.727, pair=0.003, adv=3.911, sprd=0.026]
Ep 031/60 [S2:+mat]:  29%|█▏  | 97/333 [02:30<06:12,  1.58s/it, loss=0.727, pair=0.003, adv=3.911, sprd=0.026]
Ep 031/60 [S2:+mat]:  29%|█▏  | 97/333 [02:31<06:12,  1.58s/it, loss=0.714, pair=0.005, adv=4.034, sprd=0.022]
Ep 031/60 [S2:+mat]:  29%|█▏  | 98/333 [02:31<05:47,  1.48s/it, loss=0.714, pair=0.005, adv=4.034, sprd=0.022]
Ep 031/60 [S2:+mat]:  29%|█▏  | 98/333 [02:33<05:47,  1.48s/it, loss=0.716, pair=0.000, adv=3.952, sprd=0.022]
Ep 031/60 [S2:+mat]:  30%|█▏  | 99/333 [02:33<06:01,  1.55s/it, loss=0.716, pair=0.000, adv=3.952, sprd=0.022]
Ep 031/60 [S2:+mat]:  30%|█▏  | 99/333 [02:34<06:01,  1.55s/it, loss=0.701, pair=0.005, adv=3.691, sprd=0.019]
Ep 031/60 [S2:+mat]:  30%|▉  | 100/333 [02:34<05:46,  1.49s/it, loss=0.701, pair=0.005, adv=3.691, sprd=0.019]
Ep 031/60 [S2:+mat]:  30%|▉  | 100/333 [02:36<05:46,  1.49s/it, loss=0.809, pair=0.015, adv=3.868, sprd=0.024]
Ep 031/60 [S2:+mat]:  30%|▉  | 101/333 [02:36<05:56,  1.54s/it, loss=0.809, pair=0.015, adv=3.868, sprd=0.024]
Ep 031/60 [S2:+mat]:  30%|▉  | 101/333 [02:37<05:56,  1.54s/it, loss=0.716, pair=0.008, adv=3.485, sprd=0.022]
Ep 031/60 [S2:+mat]:  31%|▉  | 102/333 [02:37<05:41,  1.48s/it, loss=0.716, pair=0.008, adv=3.485, sprd=0.022]
Ep 031/60 [S2:+mat]:  31%|▉  | 102/333 [02:39<05:41,  1.48s/it, loss=0.732, pair=0.004, adv=3.688, sprd=0.026]
Ep 031/60 [S2:+mat]:  31%|▉  | 103/333 [02:39<05:55,  1.55s/it, loss=0.732, pair=0.004, adv=3.688, sprd=0.026]
Ep 031/60 [S2:+mat]:  31%|▉  | 103/333 [02:40<05:55,  1.55s/it, loss=0.705, pair=0.007, adv=3.817, sprd=0.018]
Ep 031/60 [S2:+mat]:  31%|▉  | 104/333 [02:40<05:39,  1.48s/it, loss=0.705, pair=0.007, adv=3.817, sprd=0.018]
Ep 031/60 [S2:+mat]:  31%|▉  | 104/333 [02:42<05:39,  1.48s/it, loss=0.720, pair=0.001, adv=3.926, sprd=0.025]
Ep 031/60 [S2:+mat]:  32%|▉  | 105/333 [02:42<05:52,  1.54s/it, loss=0.720, pair=0.001, adv=3.926, sprd=0.025]
Ep 031/60 [S2:+mat]:  32%|▉  | 105/333 [02:43<05:52,  1.54s/it, loss=0.741, pair=0.002, adv=3.703, sprd=0.027]
Ep 031/60 [S2:+mat]:  32%|▉  | 106/333 [02:43<05:44,  1.52s/it, loss=0.741, pair=0.002, adv=3.703, sprd=0.027]
Ep 031/60 [S2:+mat]:  32%|▉  | 106/333 [02:45<05:44,  1.52s/it, loss=0.743, pair=0.003, adv=4.141, sprd=0.031]
Ep 031/60 [S2:+mat]:  32%|▉  | 107/333 [02:45<06:06,  1.62s/it, loss=0.743, pair=0.003, adv=4.141, sprd=0.031]
Ep 031/60 [S2:+mat]:  32%|▉  | 107/333 [02:46<06:06,  1.62s/it, loss=0.725, pair=0.000, adv=4.027, sprd=0.024]
Ep 031/60 [S2:+mat]:  32%|▉  | 108/333 [02:46<05:49,  1.56s/it, loss=0.725, pair=0.000, adv=4.027, sprd=0.024]
Ep 031/60 [S2:+mat]:  32%|▉  | 108/333 [02:48<05:49,  1.56s/it, loss=0.708, pair=0.008, adv=3.492, sprd=0.020]
Ep 031/60 [S2:+mat]:  33%|▉  | 109/333 [02:48<06:02,  1.62s/it, loss=0.708, pair=0.008, adv=3.492, sprd=0.020]
Ep 031/60 [S2:+mat]:  33%|▉  | 109/333 [02:50<06:02,  1.62s/it, loss=0.709, pair=0.002, adv=4.016, sprd=0.022]
Ep 031/60 [S2:+mat]:  33%|▉  | 110/333 [02:50<05:45,  1.55s/it, loss=0.709, pair=0.002, adv=4.016, sprd=0.022]
Ep 031/60 [S2:+mat]:  33%|▉  | 110/333 [02:51<05:45,  1.55s/it, loss=0.726, pair=0.005, adv=3.947, sprd=0.025]
Ep 031/60 [S2:+mat]:  33%|█  | 111/333 [02:51<05:54,  1.60s/it, loss=0.726, pair=0.005, adv=3.947, sprd=0.025]
Ep 031/60 [S2:+mat]:  33%|█  | 111/333 [02:53<05:54,  1.60s/it, loss=0.724, pair=0.007, adv=3.937, sprd=0.022]
Ep 031/60 [S2:+mat]:  34%|█  | 112/333 [02:53<05:33,  1.51s/it, loss=0.724, pair=0.007, adv=3.937, sprd=0.022]
Ep 031/60 [S2:+mat]:  34%|█  | 112/333 [02:54<05:33,  1.51s/it, loss=0.718, pair=0.007, adv=3.870, sprd=0.025]
Ep 031/60 [S2:+mat]:  34%|█  | 113/333 [02:54<05:46,  1.58s/it, loss=0.718, pair=0.007, adv=3.870, sprd=0.025]
Ep 031/60 [S2:+mat]:  34%|█  | 113/333 [02:56<05:46,  1.58s/it, loss=0.717, pair=0.007, adv=3.683, sprd=0.024]
Ep 031/60 [S2:+mat]:  34%|█  | 114/333 [02:56<05:33,  1.53s/it, loss=0.717, pair=0.007, adv=3.683, sprd=0.024]
Ep 031/60 [S2:+mat]:  34%|█  | 114/333 [02:57<05:33,  1.53s/it, loss=0.729, pair=0.001, adv=3.752, sprd=0.025]
Ep 031/60 [S2:+mat]:  35%|█  | 115/333 [02:57<05:44,  1.58s/it, loss=0.729, pair=0.001, adv=3.752, sprd=0.025]
Ep 031/60 [S2:+mat]:  35%|█  | 115/333 [02:59<05:44,  1.58s/it, loss=0.726, pair=0.001, adv=3.820, sprd=0.027]
Ep 031/60 [S2:+mat]:  35%|█  | 116/333 [02:59<05:33,  1.54s/it, loss=0.726, pair=0.001, adv=3.820, sprd=0.027]
Ep 031/60 [S2:+mat]:  35%|█  | 116/333 [03:01<05:33,  1.54s/it, loss=0.735, pair=0.009, adv=4.030, sprd=0.026]
Ep 031/60 [S2:+mat]:  35%|█  | 117/333 [03:01<05:52,  1.63s/it, loss=0.735, pair=0.009, adv=4.030, sprd=0.026]
Ep 031/60 [S2:+mat]:  35%|█  | 117/333 [03:02<05:52,  1.63s/it, loss=0.749, pair=0.006, adv=3.717, sprd=0.031]
Ep 031/60 [S2:+mat]:  35%|█  | 118/333 [03:02<05:41,  1.59s/it, loss=0.749, pair=0.006, adv=3.717, sprd=0.031]
Ep 031/60 [S2:+mat]:  35%|█  | 118/333 [03:04<05:41,  1.59s/it, loss=0.708, pair=0.002, adv=3.496, sprd=0.019]
Ep 031/60 [S2:+mat]:  36%|█  | 119/333 [03:04<05:48,  1.63s/it, loss=0.708, pair=0.002, adv=3.496, sprd=0.019]
Ep 031/60 [S2:+mat]:  36%|█  | 119/333 [03:05<05:48,  1.63s/it, loss=0.740, pair=0.006, adv=3.651, sprd=0.026]
Ep 031/60 [S2:+mat]:  36%|█  | 120/333 [03:05<05:30,  1.55s/it, loss=0.740, pair=0.006, adv=3.651, sprd=0.026]
Ep 031/60 [S2:+mat]:  36%|█  | 120/333 [03:07<05:30,  1.55s/it, loss=0.704, pair=0.002, adv=3.639, sprd=0.018]
Ep 031/60 [S2:+mat]:  36%|█  | 121/333 [03:07<05:37,  1.59s/it, loss=0.704, pair=0.002, adv=3.639, sprd=0.018]
Ep 031/60 [S2:+mat]:  36%|█  | 121/333 [03:08<05:37,  1.59s/it, loss=0.728, pair=0.005, adv=3.729, sprd=0.024]
Ep 031/60 [S2:+mat]:  37%|█  | 122/333 [03:08<05:28,  1.56s/it, loss=0.728, pair=0.005, adv=3.729, sprd=0.024]
Ep 031/60 [S2:+mat]:  37%|█  | 122/333 [03:10<05:28,  1.56s/it, loss=0.730, pair=0.003, adv=3.525, sprd=0.025]
Ep 031/60 [S2:+mat]:  37%|█  | 123/333 [03:10<05:32,  1.58s/it, loss=0.730, pair=0.003, adv=3.525, sprd=0.025]
Ep 031/60 [S2:+mat]:  37%|█  | 123/333 [03:12<05:32,  1.58s/it, loss=0.702, pair=0.004, adv=3.874, sprd=0.019]
Ep 031/60 [S2:+mat]:  37%|█  | 124/333 [03:12<05:20,  1.53s/it, loss=0.702, pair=0.004, adv=3.874, sprd=0.019]
Ep 031/60 [S2:+mat]:  37%|█  | 124/333 [03:13<05:20,  1.53s/it, loss=0.711, pair=0.014, adv=3.853, sprd=0.020]
Ep 031/60 [S2:+mat]:  38%|█▏ | 125/333 [03:13<05:26,  1.57s/it, loss=0.711, pair=0.014, adv=3.853, sprd=0.020]
Ep 031/60 [S2:+mat]:  38%|█▏ | 125/333 [03:14<05:26,  1.57s/it, loss=0.718, pair=0.012, adv=3.452, sprd=0.022]
Ep 031/60 [S2:+mat]:  38%|█▏ | 126/333 [03:14<05:07,  1.48s/it, loss=0.718, pair=0.012, adv=3.452, sprd=0.022]
Ep 031/60 [S2:+mat]:  38%|█▏ | 126/333 [03:16<05:07,  1.48s/it, loss=0.748, pair=0.007, adv=4.269, sprd=0.030]
Ep 031/60 [S2:+mat]:  38%|█▏ | 127/333 [03:16<05:20,  1.56s/it, loss=0.748, pair=0.007, adv=4.269, sprd=0.030]
Ep 031/60 [S2:+mat]:  38%|█▏ | 127/333 [03:18<05:20,  1.56s/it, loss=0.715, pair=0.002, adv=3.981, sprd=0.022]
Ep 031/60 [S2:+mat]:  38%|█▏ | 128/333 [03:18<05:11,  1.52s/it, loss=0.715, pair=0.002, adv=3.981, sprd=0.022]
Ep 031/60 [S2:+mat]:  38%|█▏ | 128/333 [03:19<05:11,  1.52s/it, loss=0.719, pair=0.002, adv=3.456, sprd=0.021]
Ep 031/60 [S2:+mat]:  39%|█▏ | 129/333 [03:19<05:24,  1.59s/it, loss=0.719, pair=0.002, adv=3.456, sprd=0.021]
Ep 031/60 [S2:+mat]:  39%|█▏ | 129/333 [03:21<05:24,  1.59s/it, loss=0.709, pair=0.000, adv=3.776, sprd=0.021]
Ep 031/60 [S2:+mat]:  39%|█▏ | 130/333 [03:21<05:12,  1.54s/it, loss=0.709, pair=0.000, adv=3.776, sprd=0.021]
Ep 031/60 [S2:+mat]:  39%|█▏ | 130/333 [03:23<05:12,  1.54s/it, loss=0.730, pair=0.003, adv=3.955, sprd=0.023]
Ep 031/60 [S2:+mat]:  39%|█▏ | 131/333 [03:23<05:24,  1.61s/it, loss=0.730, pair=0.003, adv=3.955, sprd=0.023]
Ep 031/60 [S2:+mat]:  39%|█▏ | 131/333 [03:24<05:24,  1.61s/it, loss=0.718, pair=0.012, adv=3.457, sprd=0.022]
Ep 031/60 [S2:+mat]:  40%|█▏ | 132/333 [03:24<05:12,  1.56s/it, loss=0.718, pair=0.012, adv=3.457, sprd=0.022]
Ep 031/60 [S2:+mat]:  40%|█▏ | 132/333 [03:26<05:12,  1.56s/it, loss=0.739, pair=0.007, adv=3.914, sprd=0.025]
Ep 031/60 [S2:+mat]:  40%|█▏ | 133/333 [03:26<05:17,  1.59s/it, loss=0.739, pair=0.007, adv=3.914, sprd=0.025]
Ep 031/60 [S2:+mat]:  40%|█▏ | 133/333 [03:27<05:17,  1.59s/it, loss=0.705, pair=0.001, adv=3.539, sprd=0.021]
Ep 031/60 [S2:+mat]:  40%|█▏ | 134/333 [03:27<05:04,  1.53s/it, loss=0.705, pair=0.001, adv=3.539, sprd=0.021]
Ep 031/60 [S2:+mat]:  40%|█▏ | 134/333 [03:29<05:04,  1.53s/it, loss=0.722, pair=0.001, adv=3.643, sprd=0.022]
Ep 031/60 [S2:+mat]:  41%|█▏ | 135/333 [03:29<05:12,  1.58s/it, loss=0.722, pair=0.001, adv=3.643, sprd=0.022]
Ep 031/60 [S2:+mat]:  41%|█▏ | 135/333 [03:30<05:12,  1.58s/it, loss=0.727, pair=0.001, adv=3.558, sprd=0.027]
Ep 031/60 [S2:+mat]:  41%|█▏ | 136/333 [03:30<05:03,  1.54s/it, loss=0.727, pair=0.001, adv=3.558, sprd=0.027]
Ep 031/60 [S2:+mat]:  41%|█▏ | 136/333 [03:32<05:03,  1.54s/it, loss=0.712, pair=0.001, adv=3.944, sprd=0.023]
Ep 031/60 [S2:+mat]:  41%|█▏ | 137/333 [03:32<05:12,  1.60s/it, loss=0.712, pair=0.001, adv=3.944, sprd=0.023]
Ep 031/60 [S2:+mat]:  41%|█▏ | 137/333 [03:33<05:12,  1.60s/it, loss=0.706, pair=0.001, adv=3.688, sprd=0.021]
Ep 031/60 [S2:+mat]:  41%|█▏ | 138/333 [03:33<04:59,  1.54s/it, loss=0.706, pair=0.001, adv=3.688, sprd=0.021]
Ep 031/60 [S2:+mat]:  41%|█▏ | 138/333 [03:35<04:59,  1.54s/it, loss=0.709, pair=0.017, adv=3.408, sprd=0.021]
Ep 031/60 [S2:+mat]:  42%|█▎ | 139/333 [03:35<05:05,  1.57s/it, loss=0.709, pair=0.017, adv=3.408, sprd=0.021]
Ep 031/60 [S2:+mat]:  42%|█▎ | 139/333 [03:36<05:05,  1.57s/it, loss=0.708, pair=0.000, adv=3.789, sprd=0.022]
Ep 031/60 [S2:+mat]:  42%|█▎ | 140/333 [03:36<04:45,  1.48s/it, loss=0.708, pair=0.000, adv=3.789, sprd=0.022]
Ep 031/60 [S2:+mat]:  42%|█▎ | 140/333 [03:38<04:45,  1.48s/it, loss=0.742, pair=0.009, adv=4.040, sprd=0.029]
Ep 031/60 [S2:+mat]:  42%|█▎ | 141/333 [03:38<05:00,  1.56s/it, loss=0.742, pair=0.009, adv=4.040, sprd=0.029]
Ep 031/60 [S2:+mat]:  42%|█▎ | 141/333 [03:39<05:00,  1.56s/it, loss=0.733, pair=0.003, adv=3.571, sprd=0.027]
Ep 031/60 [S2:+mat]:  43%|█▎ | 142/333 [03:39<04:50,  1.52s/it, loss=0.733, pair=0.003, adv=3.571, sprd=0.027]
Ep 031/60 [S2:+mat]:  43%|█▎ | 142/333 [03:41<04:50,  1.52s/it, loss=0.714, pair=0.007, adv=3.533, sprd=0.021]
Ep 031/60 [S2:+mat]:  43%|█▎ | 143/333 [03:41<05:01,  1.59s/it, loss=0.714, pair=0.007, adv=3.533, sprd=0.021]
Ep 031/60 [S2:+mat]:  43%|█▎ | 143/333 [03:42<05:01,  1.59s/it, loss=0.695, pair=0.005, adv=3.249, sprd=0.017]
Ep 031/60 [S2:+mat]:  43%|█▎ | 144/333 [03:42<04:42,  1.49s/it, loss=0.695, pair=0.005, adv=3.249, sprd=0.017]
Ep 031/60 [S2:+mat]:  43%|█▎ | 144/333 [03:44<04:42,  1.49s/it, loss=0.728, pair=0.016, adv=3.610, sprd=0.023]
Ep 031/60 [S2:+mat]:  44%|█▎ | 145/333 [03:44<04:54,  1.57s/it, loss=0.728, pair=0.016, adv=3.610, sprd=0.023]
Ep 031/60 [S2:+mat]:  44%|█▎ | 145/333 [03:46<04:54,  1.57s/it, loss=0.713, pair=0.000, adv=3.784, sprd=0.021]
Ep 031/60 [S2:+mat]:  44%|█▎ | 146/333 [03:46<04:40,  1.50s/it, loss=0.713, pair=0.000, adv=3.784, sprd=0.021]
Ep 031/60 [S2:+mat]:  44%|█▎ | 146/333 [03:47<04:40,  1.50s/it, loss=0.737, pair=0.001, adv=3.589, sprd=0.025]
Ep 031/60 [S2:+mat]:  44%|█▎ | 147/333 [03:47<04:53,  1.58s/it, loss=0.737, pair=0.001, adv=3.589, sprd=0.025]
Ep 031/60 [S2:+mat]:  44%|█▎ | 147/333 [03:49<04:53,  1.58s/it, loss=0.738, pair=0.006, adv=3.700, sprd=0.026]
Ep 031/60 [S2:+mat]:  44%|█▎ | 148/333 [03:49<04:40,  1.52s/it, loss=0.738, pair=0.006, adv=3.700, sprd=0.026]
Ep 031/60 [S2:+mat]:  44%|█▎ | 148/333 [03:50<04:40,  1.52s/it, loss=0.711, pair=0.002, adv=3.894, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 149/333 [03:50<04:50,  1.58s/it, loss=0.711, pair=0.002, adv=3.894, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 149/333 [03:52<04:50,  1.58s/it, loss=0.733, pair=0.003, adv=3.689, sprd=0.028]
Ep 031/60 [S2:+mat]:  45%|█▎ | 150/333 [03:52<04:42,  1.54s/it, loss=0.733, pair=0.003, adv=3.689, sprd=0.028]
Ep 031/60 [S2:+mat]:  45%|█▎ | 150/333 [03:54<04:42,  1.54s/it, loss=0.794, pair=0.011, adv=3.741, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 151/333 [03:54<04:49,  1.59s/it, loss=0.794, pair=0.011, adv=3.741, sprd=0.021]
Ep 031/60 [S2:+mat]:  45%|█▎ | 151/333 [03:55<04:49,  1.59s/it, loss=0.721, pair=0.007, adv=3.992, sprd=0.024]
Ep 031/60 [S2:+mat]:  46%|█▎ | 152/333 [03:55<04:40,  1.55s/it, loss=0.721, pair=0.007, adv=3.992, sprd=0.024]
Ep 031/60 [S2:+mat]:  46%|█▎ | 152/333 [03:57<04:40,  1.55s/it, loss=0.721, pair=0.003, adv=4.061, sprd=0.024]
Ep 031/60 [S2:+mat]:  46%|█▍ | 153/333 [03:57<04:45,  1.59s/it, loss=0.721, pair=0.003, adv=4.061, sprd=0.024]
Ep 031/60 [S2:+mat]:  46%|█▍ | 153/333 [03:58<04:45,  1.59s/it, loss=0.747, pair=0.007, adv=3.943, sprd=0.029]
Ep 031/60 [S2:+mat]:  46%|█▍ | 154/333 [03:58<04:30,  1.51s/it, loss=0.747, pair=0.007, adv=3.943, sprd=0.029]
Ep 031/60 [S2:+mat]:  46%|█▍ | 154/333 [04:00<04:30,  1.51s/it, loss=0.696, pair=0.001, adv=3.382, sprd=0.017]
Ep 031/60 [S2:+mat]:  47%|█▍ | 155/333 [04:00<04:39,  1.57s/it, loss=0.696, pair=0.001, adv=3.382, sprd=0.017]
Ep 031/60 [S2:+mat]:  47%|█▍ | 155/333 [04:01<04:39,  1.57s/it, loss=0.719, pair=0.001, adv=3.752, sprd=0.021]
Ep 031/60 [S2:+mat]:  47%|█▍ | 156/333 [04:01<04:29,  1.52s/it, loss=0.719, pair=0.001, adv=3.752, sprd=0.021]
Ep 031/60 [S2:+mat]:  47%|█▍ | 156/333 [04:03<04:29,  1.52s/it, loss=0.723, pair=0.008, adv=3.986, sprd=0.024]
Ep 031/60 [S2:+mat]:  47%|█▍ | 157/333 [04:03<04:37,  1.58s/it, loss=0.723, pair=0.008, adv=3.986, sprd=0.024]
Ep 031/60 [S2:+mat]:  47%|█▍ | 157/333 [04:04<04:37,  1.58s/it, loss=0.708, pair=0.005, adv=3.474, sprd=0.020]
Ep 031/60 [S2:+mat]:  47%|█▍ | 158/333 [04:04<04:24,  1.51s/it, loss=0.708, pair=0.005, adv=3.474, sprd=0.020]
Ep 031/60 [S2:+mat]:  47%|█▍ | 158/333 [04:06<04:24,  1.51s/it, loss=0.722, pair=0.011, adv=3.741, sprd=0.022]
Ep 031/60 [S2:+mat]:  48%|█▍ | 159/333 [04:06<04:40,  1.61s/it, loss=0.722, pair=0.011, adv=3.741, sprd=0.022]
Ep 031/60 [S2:+mat]:  48%|█▍ | 159/333 [04:07<04:40,  1.61s/it, loss=0.718, pair=0.017, adv=3.506, sprd=0.020]
Ep 031/60 [S2:+mat]:  48%|█▍ | 160/333 [04:07<04:26,  1.54s/it, loss=0.718, pair=0.017, adv=3.506, sprd=0.020]
Ep 031/60 [S2:+mat]:  48%|█▍ | 160/333 [04:09<04:26,  1.54s/it, loss=0.722, pair=0.009, adv=3.898, sprd=0.021]
Ep 031/60 [S2:+mat]:  48%|█▍ | 161/333 [04:09<04:32,  1.58s/it, loss=0.722, pair=0.009, adv=3.898, sprd=0.021]
Ep 031/60 [S2:+mat]:  48%|█▍ | 161/333 [04:11<04:32,  1.58s/it, loss=0.724, pair=0.012, adv=3.998, sprd=0.024]
Ep 031/60 [S2:+mat]:  49%|█▍ | 162/333 [04:11<04:22,  1.53s/it, loss=0.724, pair=0.012, adv=3.998, sprd=0.024]
Ep 031/60 [S2:+mat]:  49%|█▍ | 162/333 [04:12<04:22,  1.53s/it, loss=0.724, pair=0.007, adv=3.698, sprd=0.023]
Ep 031/60 [S2:+mat]:  49%|█▍ | 163/333 [04:12<04:32,  1.60s/it, loss=0.724, pair=0.007, adv=3.698, sprd=0.023]
Ep 031/60 [S2:+mat]:  49%|█▍ | 163/333 [04:14<04:32,  1.60s/it, loss=0.703, pair=0.015, adv=3.958, sprd=0.019]
Ep 031/60 [S2:+mat]:  49%|█▍ | 164/333 [04:14<04:16,  1.52s/it, loss=0.703, pair=0.015, adv=3.958, sprd=0.019]
Ep 031/60 [S2:+mat]:  49%|█▍ | 164/333 [04:15<04:16,  1.52s/it, loss=0.732, pair=0.007, adv=3.825, sprd=0.024]
Ep 031/60 [S2:+mat]:  50%|█▍ | 165/333 [04:15<04:24,  1.58s/it, loss=0.732, pair=0.007, adv=3.825, sprd=0.024]
Ep 031/60 [S2:+mat]:  50%|█▍ | 165/333 [04:17<04:24,  1.58s/it, loss=0.712, pair=0.002, adv=3.527, sprd=0.021]
Ep 031/60 [S2:+mat]:  50%|█▍ | 166/333 [04:17<04:13,  1.52s/it, loss=0.712, pair=0.002, adv=3.527, sprd=0.021]
Ep 031/60 [S2:+mat]:  50%|█▍ | 166/333 [04:18<04:13,  1.52s/it, loss=0.729, pair=0.005, adv=3.745, sprd=0.025]
Ep 031/60 [S2:+mat]:  50%|█▌ | 167/333 [04:18<04:19,  1.56s/it, loss=0.729, pair=0.005, adv=3.745, sprd=0.025]
Ep 031/60 [S2:+mat]:  50%|█▌ | 167/333 [04:20<04:19,  1.56s/it, loss=0.723, pair=0.002, adv=3.816, sprd=0.024]
Ep 031/60 [S2:+mat]:  50%|█▌ | 168/333 [04:20<03:59,  1.45s/it, loss=0.723, pair=0.002, adv=3.816, sprd=0.024]
Ep 031/60 [S2:+mat]:  50%|█▌ | 168/333 [04:21<03:59,  1.45s/it, loss=0.754, pair=0.013, adv=3.805, sprd=0.030]
Ep 031/60 [S2:+mat]:  51%|█▌ | 169/333 [04:21<04:14,  1.55s/it, loss=0.754, pair=0.013, adv=3.805, sprd=0.030]
Ep 031/60 [S2:+mat]:  51%|█▌ | 169/333 [04:23<04:14,  1.55s/it, loss=0.717, pair=0.007, adv=3.754, sprd=0.019]
Ep 031/60 [S2:+mat]:  51%|█▌ | 170/333 [04:23<04:03,  1.50s/it, loss=0.717, pair=0.007, adv=3.754, sprd=0.019]
Ep 031/60 [S2:+mat]:  51%|█▌ | 170/333 [04:24<04:03,  1.50s/it, loss=0.726, pair=0.003, adv=3.623, sprd=0.025]
Ep 031/60 [S2:+mat]:  51%|█▌ | 171/333 [04:24<04:11,  1.55s/it, loss=0.726, pair=0.003, adv=3.623, sprd=0.025]
Ep 031/60 [S2:+mat]:  51%|█▌ | 171/333 [04:26<04:11,  1.55s/it, loss=0.717, pair=0.009, adv=3.756, sprd=0.019]
Ep 031/60 [S2:+mat]:  52%|█▌ | 172/333 [04:26<03:59,  1.49s/it, loss=0.717, pair=0.009, adv=3.756, sprd=0.019]
Ep 031/60 [S2:+mat]:  52%|█▌ | 172/333 [04:27<03:59,  1.49s/it, loss=0.720, pair=0.001, adv=3.802, sprd=0.025]
Ep 031/60 [S2:+mat]:  52%|█▌ | 173/333 [04:27<04:07,  1.55s/it, loss=0.720, pair=0.001, adv=3.802, sprd=0.025]
Ep 031/60 [S2:+mat]:  52%|█▌ | 173/333 [04:29<04:07,  1.55s/it, loss=0.709, pair=0.001, adv=3.728, sprd=0.020]
Ep 031/60 [S2:+mat]:  52%|█▌ | 174/333 [04:29<03:56,  1.49s/it, loss=0.709, pair=0.001, adv=3.728, sprd=0.020]
Ep 031/60 [S2:+mat]:  52%|█▌ | 174/333 [04:30<03:56,  1.49s/it, loss=0.738, pair=0.004, adv=4.076, sprd=0.028]
Ep 031/60 [S2:+mat]:  53%|█▌ | 175/333 [04:30<04:03,  1.54s/it, loss=0.738, pair=0.004, adv=4.076, sprd=0.028]
Ep 031/60 [S2:+mat]:  53%|█▌ | 175/333 [04:32<04:03,  1.54s/it, loss=0.694, pair=0.004, adv=3.617, sprd=0.017]
Ep 031/60 [S2:+mat]:  53%|█▌ | 176/333 [04:32<03:51,  1.47s/it, loss=0.694, pair=0.004, adv=3.617, sprd=0.017]
Ep 031/60 [S2:+mat]:  53%|█▌ | 176/333 [04:33<03:51,  1.47s/it, loss=0.723, pair=0.006, adv=3.865, sprd=0.022]
Ep 031/60 [S2:+mat]:  53%|█▌ | 177/333 [04:33<04:00,  1.54s/it, loss=0.723, pair=0.006, adv=3.865, sprd=0.022]
Ep 031/60 [S2:+mat]:  53%|█▌ | 177/333 [04:35<04:00,  1.54s/it, loss=0.732, pair=0.002, adv=3.926, sprd=0.027]
Ep 031/60 [S2:+mat]:  53%|█▌ | 178/333 [04:35<03:55,  1.52s/it, loss=0.732, pair=0.002, adv=3.926, sprd=0.027]
Ep 031/60 [S2:+mat]:  53%|█▌ | 178/333 [04:37<03:55,  1.52s/it, loss=0.734, pair=0.009, adv=3.824, sprd=0.026]
Ep 031/60 [S2:+mat]:  54%|█▌ | 179/333 [04:37<04:02,  1.58s/it, loss=0.734, pair=0.009, adv=3.824, sprd=0.026]
Ep 031/60 [S2:+mat]:  54%|█▌ | 179/333 [04:38<04:02,  1.58s/it, loss=0.709, pair=0.005, adv=3.795, sprd=0.021]
Ep 031/60 [S2:+mat]:  54%|█▌ | 180/333 [04:38<03:52,  1.52s/it, loss=0.709, pair=0.005, adv=3.795, sprd=0.021]
Ep 031/60 [S2:+mat]:  54%|█▌ | 180/333 [04:40<03:52,  1.52s/it, loss=0.797, pair=0.007, adv=3.537, sprd=0.023]
Ep 031/60 [S2:+mat]:  54%|█▋ | 181/333 [04:40<03:58,  1.57s/it, loss=0.797, pair=0.007, adv=3.537, sprd=0.023]
Ep 031/60 [S2:+mat]:  54%|█▋ | 181/333 [04:41<03:58,  1.57s/it, loss=0.722, pair=0.000, adv=3.417, sprd=0.024]
Ep 031/60 [S2:+mat]:  55%|█▋ | 182/333 [04:41<03:51,  1.53s/it, loss=0.722, pair=0.000, adv=3.417, sprd=0.024]
Ep 031/60 [S2:+mat]:  55%|█▋ | 182/333 [04:43<03:51,  1.53s/it, loss=0.736, pair=0.011, adv=3.896, sprd=0.027]
Ep 031/60 [S2:+mat]:  55%|█▋ | 183/333 [04:43<03:55,  1.57s/it, loss=0.736, pair=0.011, adv=3.896, sprd=0.027]
Ep 031/60 [S2:+mat]:  55%|█▋ | 183/333 [04:44<03:55,  1.57s/it, loss=0.728, pair=0.004, adv=3.989, sprd=0.025]
Ep 031/60 [S2:+mat]:  55%|█▋ | 184/333 [04:44<03:47,  1.53s/it, loss=0.728, pair=0.004, adv=3.989, sprd=0.025]
Ep 031/60 [S2:+mat]:  55%|█▋ | 184/333 [04:46<03:47,  1.53s/it, loss=0.714, pair=0.011, adv=3.480, sprd=0.022]
Ep 031/60 [S2:+mat]:  56%|█▋ | 185/333 [04:46<03:56,  1.60s/it, loss=0.714, pair=0.011, adv=3.480, sprd=0.022]
Ep 031/60 [S2:+mat]:  56%|█▋ | 185/333 [04:47<03:56,  1.60s/it, loss=0.732, pair=0.008, adv=3.545, sprd=0.025]
Ep 031/60 [S2:+mat]:  56%|█▋ | 186/333 [04:47<03:49,  1.56s/it, loss=0.732, pair=0.008, adv=3.545, sprd=0.025]
Ep 031/60 [S2:+mat]:  56%|█▋ | 186/333 [04:49<03:49,  1.56s/it, loss=0.730, pair=0.008, adv=3.769, sprd=0.024]
Ep 031/60 [S2:+mat]:  56%|█▋ | 187/333 [04:49<03:52,  1.59s/it, loss=0.730, pair=0.008, adv=3.769, sprd=0.024]
Ep 031/60 [S2:+mat]:  56%|█▋ | 187/333 [04:51<03:52,  1.59s/it, loss=0.724, pair=0.001, adv=3.797, sprd=0.024]
Ep 031/60 [S2:+mat]:  56%|█▋ | 188/333 [04:51<03:43,  1.54s/it, loss=0.724, pair=0.001, adv=3.797, sprd=0.024]
Ep 031/60 [S2:+mat]:  56%|█▋ | 188/333 [04:52<03:43,  1.54s/it, loss=0.708, pair=0.001, adv=3.685, sprd=0.021]
Ep 031/60 [S2:+mat]:  57%|█▋ | 189/333 [04:52<03:47,  1.58s/it, loss=0.708, pair=0.001, adv=3.685, sprd=0.021]
Ep 031/60 [S2:+mat]:  57%|█▋ | 189/333 [04:54<03:47,  1.58s/it, loss=0.701, pair=0.008, adv=3.961, sprd=0.020]
Ep 031/60 [S2:+mat]:  57%|█▋ | 190/333 [04:54<03:35,  1.51s/it, loss=0.701, pair=0.008, adv=3.961, sprd=0.020]
Ep 031/60 [S2:+mat]:  57%|█▋ | 190/333 [04:55<03:35,  1.51s/it, loss=0.732, pair=0.008, adv=3.903, sprd=0.027]
Ep 031/60 [S2:+mat]:  57%|█▋ | 191/333 [04:55<03:47,  1.60s/it, loss=0.732, pair=0.008, adv=3.903, sprd=0.027]
Ep 031/60 [S2:+mat]:  57%|█▋ | 191/333 [04:57<03:47,  1.60s/it, loss=0.748, pair=0.001, adv=3.861, sprd=0.030]
Ep 031/60 [S2:+mat]:  58%|█▋ | 192/333 [04:57<03:40,  1.56s/it, loss=0.748, pair=0.001, adv=3.861, sprd=0.030]
Ep 031/60 [S2:+mat]:  58%|█▋ | 192/333 [04:59<03:40,  1.56s/it, loss=0.720, pair=0.020, adv=3.842, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 193/333 [04:59<03:44,  1.61s/it, loss=0.720, pair=0.020, adv=3.842, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 193/333 [05:00<03:44,  1.61s/it, loss=0.730, pair=0.011, adv=3.588, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 194/333 [05:00<03:37,  1.57s/it, loss=0.730, pair=0.011, adv=3.588, sprd=0.024]
Ep 031/60 [S2:+mat]:  58%|█▋ | 194/333 [05:02<03:37,  1.57s/it, loss=0.735, pair=0.010, adv=3.823, sprd=0.026]
Ep 031/60 [S2:+mat]:  59%|█▊ | 195/333 [05:02<03:42,  1.61s/it, loss=0.735, pair=0.010, adv=3.823, sprd=0.026]
Ep 031/60 [S2:+mat]:  59%|█▊ | 195/333 [05:03<03:42,  1.61s/it, loss=0.718, pair=0.000, adv=3.757, sprd=0.023]
Ep 031/60 [S2:+mat]:  59%|█▊ | 196/333 [05:03<03:33,  1.56s/it, loss=0.718, pair=0.000, adv=3.757, sprd=0.023]
Ep 031/60 [S2:+mat]:  59%|█▊ | 196/333 [05:05<03:33,  1.56s/it, loss=0.719, pair=0.005, adv=3.545, sprd=0.020]
Ep 031/60 [S2:+mat]:  59%|█▊ | 197/333 [05:05<03:35,  1.58s/it, loss=0.719, pair=0.005, adv=3.545, sprd=0.020]
Ep 031/60 [S2:+mat]:  59%|█▊ | 197/333 [05:06<03:35,  1.58s/it, loss=0.728, pair=0.003, adv=3.734, sprd=0.027]
Ep 031/60 [S2:+mat]:  59%|█▊ | 198/333 [05:06<03:29,  1.55s/it, loss=0.728, pair=0.003, adv=3.734, sprd=0.027]
Ep 031/60 [S2:+mat]:  59%|█▊ | 198/333 [05:08<03:29,  1.55s/it, loss=0.720, pair=0.001, adv=3.697, sprd=0.023]
Ep 031/60 [S2:+mat]:  60%|█▊ | 199/333 [05:08<03:34,  1.60s/it, loss=0.720, pair=0.001, adv=3.697, sprd=0.023]
Ep 031/60 [S2:+mat]:  60%|█▊ | 199/333 [05:09<03:34,  1.60s/it, loss=0.724, pair=0.011, adv=4.088, sprd=0.025]
Ep 031/60 [S2:+mat]:  60%|█▊ | 200/333 [05:09<03:26,  1.55s/it, loss=0.724, pair=0.011, adv=4.088, sprd=0.025]
Ep 031/60 [S2:+mat]:  60%|█▊ | 200/333 [05:11<03:26,  1.55s/it, loss=0.676, pair=0.004, adv=3.203, sprd=0.016]
Ep 031/60 [S2:+mat]:  60%|█▊ | 201/333 [05:11<03:29,  1.59s/it, loss=0.676, pair=0.004, adv=3.203, sprd=0.016]
Ep 031/60 [S2:+mat]:  60%|█▊ | 201/333 [05:12<03:29,  1.59s/it, loss=0.715, pair=0.005, adv=3.461, sprd=0.021]
Ep 031/60 [S2:+mat]:  61%|█▊ | 202/333 [05:12<03:18,  1.52s/it, loss=0.715, pair=0.005, adv=3.461, sprd=0.021]
Ep 031/60 [S2:+mat]:  61%|█▊ | 202/333 [05:14<03:18,  1.52s/it, loss=0.740, pair=0.003, adv=3.871, sprd=0.028]
Ep 031/60 [S2:+mat]:  61%|█▊ | 203/333 [05:14<03:25,  1.58s/it, loss=0.740, pair=0.003, adv=3.871, sprd=0.028]
Ep 031/60 [S2:+mat]:  61%|█▊ | 203/333 [05:16<03:25,  1.58s/it, loss=0.729, pair=0.003, adv=3.420, sprd=0.024]
Ep 031/60 [S2:+mat]:  61%|█▊ | 204/333 [05:16<03:18,  1.54s/it, loss=0.729, pair=0.003, adv=3.420, sprd=0.024]
Ep 031/60 [S2:+mat]:  61%|█▊ | 204/333 [05:17<03:18,  1.54s/it, loss=0.823, pair=0.015, adv=3.764, sprd=0.027]
Ep 031/60 [S2:+mat]:  62%|█▊ | 205/333 [05:17<03:24,  1.60s/it, loss=0.823, pair=0.015, adv=3.764, sprd=0.027]
Ep 031/60 [S2:+mat]:  62%|█▊ | 205/333 [05:19<03:24,  1.60s/it, loss=0.716, pair=0.001, adv=3.467, sprd=0.021]
Ep 031/60 [S2:+mat]:  62%|█▊ | 206/333 [05:19<03:15,  1.54s/it, loss=0.716, pair=0.001, adv=3.467, sprd=0.021]
Ep 031/60 [S2:+mat]:  62%|█▊ | 206/333 [05:21<03:15,  1.54s/it, loss=0.752, pair=0.008, adv=3.521, sprd=0.032]
Ep 031/60 [S2:+mat]:  62%|█▊ | 207/333 [05:21<03:20,  1.59s/it, loss=0.752, pair=0.008, adv=3.521, sprd=0.032]
Ep 031/60 [S2:+mat]:  62%|█▊ | 207/333 [05:22<03:20,  1.59s/it, loss=0.698, pair=0.000, adv=3.314, sprd=0.020]
Ep 031/60 [S2:+mat]:  62%|█▊ | 208/333 [05:22<03:11,  1.53s/it, loss=0.698, pair=0.000, adv=3.314, sprd=0.020]
Ep 031/60 [S2:+mat]:  62%|█▊ | 208/333 [05:24<03:11,  1.53s/it, loss=0.714, pair=0.005, adv=3.854, sprd=0.023]
Ep 031/60 [S2:+mat]:  63%|█▉ | 209/333 [05:24<03:16,  1.58s/it, loss=0.714, pair=0.005, adv=3.854, sprd=0.023]
Ep 031/60 [S2:+mat]:  63%|█▉ | 209/333 [05:25<03:16,  1.58s/it, loss=0.734, pair=0.000, adv=3.700, sprd=0.028]
Ep 031/60 [S2:+mat]:  63%|█▉ | 210/333 [05:25<03:09,  1.54s/it, loss=0.734, pair=0.000, adv=3.700, sprd=0.028]
Ep 031/60 [S2:+mat]:  63%|█▉ | 210/333 [05:27<03:09,  1.54s/it, loss=0.817, pair=0.003, adv=3.880, sprd=0.027]
Ep 031/60 [S2:+mat]:  63%|█▉ | 211/333 [05:27<03:17,  1.62s/it, loss=0.817, pair=0.003, adv=3.880, sprd=0.027]
Ep 031/60 [S2:+mat]:  63%|█▉ | 211/333 [05:28<03:17,  1.62s/it, loss=0.713, pair=0.001, adv=3.818, sprd=0.017]
Ep 031/60 [S2:+mat]:  64%|█▉ | 212/333 [05:28<03:02,  1.51s/it, loss=0.713, pair=0.001, adv=3.818, sprd=0.017]
Ep 031/60 [S2:+mat]:  64%|█▉ | 212/333 [05:30<03:02,  1.51s/it, loss=0.730, pair=0.000, adv=3.671, sprd=0.024]
Ep 031/60 [S2:+mat]:  64%|█▉ | 213/333 [05:30<03:09,  1.58s/it, loss=0.730, pair=0.000, adv=3.671, sprd=0.024]
Ep 031/60 [S2:+mat]:  64%|█▉ | 213/333 [05:31<03:09,  1.58s/it, loss=0.690, pair=0.007, adv=3.287, sprd=0.018]
Ep 031/60 [S2:+mat]:  64%|█▉ | 214/333 [05:31<02:58,  1.50s/it, loss=0.690, pair=0.007, adv=3.287, sprd=0.018]
Ep 031/60 [S2:+mat]:  64%|█▉ | 214/333 [05:33<02:58,  1.50s/it, loss=0.701, pair=0.015, adv=3.799, sprd=0.018]
Ep 031/60 [S2:+mat]:  65%|█▉ | 215/333 [05:33<03:04,  1.56s/it, loss=0.701, pair=0.015, adv=3.799, sprd=0.018]
Ep 031/60 [S2:+mat]:  65%|█▉ | 215/333 [05:34<03:04,  1.56s/it, loss=0.744, pair=0.007, adv=3.742, sprd=0.029]
Ep 031/60 [S2:+mat]:  65%|█▉ | 216/333 [05:34<02:59,  1.53s/it, loss=0.744, pair=0.007, adv=3.742, sprd=0.029]
Ep 031/60 [S2:+mat]:  65%|█▉ | 216/333 [05:36<02:59,  1.53s/it, loss=0.707, pair=0.005, adv=3.596, sprd=0.021]
Ep 031/60 [S2:+mat]:  65%|█▉ | 217/333 [05:36<03:03,  1.58s/it, loss=0.707, pair=0.005, adv=3.596, sprd=0.021]
Ep 031/60 [S2:+mat]:  65%|█▉ | 217/333 [05:37<03:03,  1.58s/it, loss=0.730, pair=0.003, adv=3.548, sprd=0.025]
Ep 031/60 [S2:+mat]:  65%|█▉ | 218/333 [05:37<02:57,  1.54s/it, loss=0.730, pair=0.003, adv=3.548, sprd=0.025]
Ep 031/60 [S2:+mat]:  65%|█▉ | 218/333 [05:39<02:57,  1.54s/it, loss=0.722, pair=0.001, adv=3.800, sprd=0.023]
Ep 031/60 [S2:+mat]:  66%|█▉ | 219/333 [05:39<03:02,  1.60s/it, loss=0.722, pair=0.001, adv=3.800, sprd=0.023]
Ep 031/60 [S2:+mat]:  66%|█▉ | 219/333 [05:41<03:02,  1.60s/it, loss=0.711, pair=0.003, adv=3.709, sprd=0.021]
Ep 031/60 [S2:+mat]:  66%|█▉ | 220/333 [05:41<02:54,  1.54s/it, loss=0.711, pair=0.003, adv=3.709, sprd=0.021]
Ep 031/60 [S2:+mat]:  66%|█▉ | 220/333 [05:42<02:54,  1.54s/it, loss=0.721, pair=0.000, adv=3.872, sprd=0.025]
Ep 031/60 [S2:+mat]:  66%|█▉ | 221/333 [05:42<02:58,  1.60s/it, loss=0.721, pair=0.000, adv=3.872, sprd=0.025]
Ep 031/60 [S2:+mat]:  66%|█▉ | 221/333 [05:44<02:58,  1.60s/it, loss=0.711, pair=0.008, adv=3.621, sprd=0.019]
Ep 031/60 [S2:+mat]:  67%|██ | 222/333 [05:44<02:49,  1.53s/it, loss=0.711, pair=0.008, adv=3.621, sprd=0.019]
Ep 031/60 [S2:+mat]:  67%|██ | 222/333 [05:45<02:49,  1.53s/it, loss=0.733, pair=0.012, adv=3.974, sprd=0.025]
Ep 031/60 [S2:+mat]:  67%|██ | 223/333 [05:45<02:54,  1.59s/it, loss=0.733, pair=0.012, adv=3.974, sprd=0.025]
Ep 031/60 [S2:+mat]:  67%|██ | 223/333 [05:47<02:54,  1.59s/it, loss=0.707, pair=0.005, adv=4.216, sprd=0.020]
Ep 031/60 [S2:+mat]:  67%|██ | 224/333 [05:47<02:46,  1.53s/it, loss=0.707, pair=0.005, adv=4.216, sprd=0.020]
Ep 031/60 [S2:+mat]:  67%|██ | 224/333 [05:48<02:46,  1.53s/it, loss=0.709, pair=0.007, adv=3.995, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 225/333 [05:48<02:49,  1.57s/it, loss=0.709, pair=0.007, adv=3.995, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 225/333 [05:50<02:49,  1.57s/it, loss=0.710, pair=0.003, adv=3.595, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 226/333 [05:50<02:42,  1.52s/it, loss=0.710, pair=0.003, adv=3.595, sprd=0.019]
Ep 031/60 [S2:+mat]:  68%|██ | 226/333 [05:51<02:42,  1.52s/it, loss=0.722, pair=0.001, adv=3.977, sprd=0.025]
Ep 031/60 [S2:+mat]:  68%|██ | 227/333 [05:51<02:43,  1.54s/it, loss=0.722, pair=0.001, adv=3.977, sprd=0.025]
Ep 031/60 [S2:+mat]:  68%|██ | 227/333 [05:53<02:43,  1.54s/it, loss=0.742, pair=0.008, adv=3.876, sprd=0.030]
Ep 031/60 [S2:+mat]:  68%|██ | 228/333 [05:53<02:39,  1.52s/it, loss=0.742, pair=0.008, adv=3.876, sprd=0.030]
Ep 031/60 [S2:+mat]:  68%|██ | 228/333 [05:55<02:39,  1.52s/it, loss=0.716, pair=0.001, adv=3.395, sprd=0.022]
Ep 031/60 [S2:+mat]:  69%|██ | 229/333 [05:55<02:41,  1.55s/it, loss=0.716, pair=0.001, adv=3.395, sprd=0.022]
Ep 031/60 [S2:+mat]:  69%|██ | 229/333 [05:56<02:41,  1.55s/it, loss=1.269, pair=1.880, adv=3.464, sprd=0.017]
Ep 031/60 [S2:+mat]:  69%|██ | 230/333 [05:56<02:33,  1.49s/it, loss=1.269, pair=1.880, adv=3.464, sprd=0.017]
Ep 031/60 [S2:+mat]:  69%|██ | 230/333 [05:58<02:33,  1.49s/it, loss=0.741, pair=0.000, adv=4.286, sprd=0.029]
Ep 031/60 [S2:+mat]:  69%|██ | 231/333 [05:58<02:38,  1.56s/it, loss=0.741, pair=0.000, adv=4.286, sprd=0.029]
Ep 031/60 [S2:+mat]:  69%|██ | 231/333 [05:59<02:38,  1.56s/it, loss=0.735, pair=0.017, adv=3.894, sprd=0.026]
Ep 031/60 [S2:+mat]:  70%|██ | 232/333 [05:59<02:32,  1.51s/it, loss=0.735, pair=0.017, adv=3.894, sprd=0.026]
Ep 031/60 [S2:+mat]:  70%|██ | 232/333 [06:01<02:32,  1.51s/it, loss=0.701, pair=0.008, adv=3.696, sprd=0.018]
Ep 031/60 [S2:+mat]:  70%|██ | 233/333 [06:01<02:36,  1.56s/it, loss=0.701, pair=0.008, adv=3.696, sprd=0.018]
Ep 031/60 [S2:+mat]:  70%|██ | 233/333 [06:02<02:36,  1.56s/it, loss=0.729, pair=0.013, adv=3.826, sprd=0.024]
Ep 031/60 [S2:+mat]:  70%|██ | 234/333 [06:02<02:31,  1.53s/it, loss=0.729, pair=0.013, adv=3.826, sprd=0.024]
Ep 031/60 [S2:+mat]:  70%|██ | 234/333 [06:04<02:31,  1.53s/it, loss=0.818, pair=0.002, adv=4.014, sprd=0.028]
Ep 031/60 [S2:+mat]:  71%|██ | 235/333 [06:04<02:34,  1.58s/it, loss=0.818, pair=0.002, adv=4.014, sprd=0.028]
Ep 031/60 [S2:+mat]:  71%|██ | 235/333 [06:05<02:34,  1.58s/it, loss=0.696, pair=0.010, adv=3.517, sprd=0.017]
Ep 031/60 [S2:+mat]:  71%|██▏| 236/333 [06:05<02:26,  1.51s/it, loss=0.696, pair=0.010, adv=3.517, sprd=0.017]
Ep 031/60 [S2:+mat]:  71%|██▏| 236/333 [06:07<02:26,  1.51s/it, loss=0.708, pair=0.001, adv=3.901, sprd=0.022]
Ep 031/60 [S2:+mat]:  71%|██▏| 237/333 [06:07<02:30,  1.57s/it, loss=0.708, pair=0.001, adv=3.901, sprd=0.022]
Ep 031/60 [S2:+mat]:  71%|██▏| 237/333 [06:08<02:30,  1.57s/it, loss=0.747, pair=0.000, adv=3.760, sprd=0.030]
Ep 031/60 [S2:+mat]:  71%|██▏| 238/333 [06:08<02:26,  1.55s/it, loss=0.747, pair=0.000, adv=3.760, sprd=0.030]
Ep 031/60 [S2:+mat]:  71%|██▏| 238/333 [06:10<02:26,  1.55s/it, loss=0.745, pair=0.007, adv=4.152, sprd=0.028]
Ep 031/60 [S2:+mat]:  72%|██▏| 239/333 [06:10<02:31,  1.61s/it, loss=0.745, pair=0.007, adv=4.152, sprd=0.028]
Ep 031/60 [S2:+mat]:  72%|██▏| 239/333 [06:12<02:31,  1.61s/it, loss=0.711, pair=0.007, adv=3.324, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 240/333 [06:12<02:23,  1.55s/it, loss=0.711, pair=0.007, adv=3.324, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 240/333 [06:13<02:23,  1.55s/it, loss=0.709, pair=0.006, adv=3.907, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 241/333 [06:13<02:26,  1.59s/it, loss=0.709, pair=0.006, adv=3.907, sprd=0.020]
Ep 031/60 [S2:+mat]:  72%|██▏| 241/333 [06:15<02:26,  1.59s/it, loss=0.733, pair=0.003, adv=4.171, sprd=0.027]
Ep 031/60 [S2:+mat]:  73%|██▏| 242/333 [06:15<02:17,  1.51s/it, loss=0.733, pair=0.003, adv=4.171, sprd=0.027]
Ep 031/60 [S2:+mat]:  73%|██▏| 242/333 [06:16<02:17,  1.51s/it, loss=0.759, pair=0.007, adv=3.919, sprd=0.032]
Ep 031/60 [S2:+mat]:  73%|██▏| 243/333 [06:16<02:23,  1.59s/it, loss=0.759, pair=0.007, adv=3.919, sprd=0.032]
Ep 031/60 [S2:+mat]:  73%|██▏| 243/333 [06:18<02:23,  1.59s/it, loss=0.722, pair=0.006, adv=3.682, sprd=0.023]
Ep 031/60 [S2:+mat]:  73%|██▏| 244/333 [06:18<02:17,  1.55s/it, loss=0.722, pair=0.006, adv=3.682, sprd=0.023]
Ep 031/60 [S2:+mat]:  73%|██▏| 244/333 [06:19<02:17,  1.55s/it, loss=0.710, pair=0.001, adv=3.757, sprd=0.022]
Ep 031/60 [S2:+mat]:  74%|██▏| 245/333 [06:19<02:18,  1.57s/it, loss=0.710, pair=0.001, adv=3.757, sprd=0.022]
Ep 031/60 [S2:+mat]:  74%|██▏| 245/333 [06:21<02:18,  1.57s/it, loss=0.708, pair=0.003, adv=3.888, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 246/333 [06:21<02:11,  1.51s/it, loss=0.708, pair=0.003, adv=3.888, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 246/333 [06:23<02:11,  1.51s/it, loss=0.720, pair=0.011, adv=4.025, sprd=0.024]
Ep 031/60 [S2:+mat]:  74%|██▏| 247/333 [06:23<02:16,  1.58s/it, loss=0.720, pair=0.011, adv=4.025, sprd=0.024]
Ep 031/60 [S2:+mat]:  74%|██▏| 247/333 [06:24<02:16,  1.58s/it, loss=0.705, pair=0.004, adv=3.844, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 248/333 [06:24<02:09,  1.53s/it, loss=0.705, pair=0.004, adv=3.844, sprd=0.018]
Ep 031/60 [S2:+mat]:  74%|██▏| 248/333 [06:26<02:09,  1.53s/it, loss=0.723, pair=0.006, adv=3.793, sprd=0.024]
Ep 031/60 [S2:+mat]:  75%|██▏| 249/333 [06:26<02:16,  1.62s/it, loss=0.723, pair=0.006, adv=3.793, sprd=0.024]
Ep 031/60 [S2:+mat]:  75%|██▏| 249/333 [06:27<02:16,  1.62s/it, loss=0.726, pair=0.000, adv=3.739, sprd=0.024]
Ep 031/60 [S2:+mat]:  75%|██▎| 250/333 [06:27<02:10,  1.57s/it, loss=0.726, pair=0.000, adv=3.739, sprd=0.024]
Ep 031/60 [S2:+mat]:  75%|██▎| 250/333 [06:29<02:10,  1.57s/it, loss=0.709, pair=0.001, adv=3.764, sprd=0.022]
Ep 031/60 [S2:+mat]:  75%|██▎| 251/333 [06:29<02:11,  1.60s/it, loss=0.709, pair=0.001, adv=3.764, sprd=0.022]
Ep 031/60 [S2:+mat]:  75%|██▎| 251/333 [06:30<02:11,  1.60s/it, loss=0.724, pair=0.001, adv=3.844, sprd=0.025]
Ep 031/60 [S2:+mat]:  76%|██▎| 252/333 [06:30<02:05,  1.55s/it, loss=0.724, pair=0.001, adv=3.844, sprd=0.025]
Ep 031/60 [S2:+mat]:  76%|██▎| 252/333 [06:32<02:05,  1.55s/it, loss=0.742, pair=0.025, adv=3.728, sprd=0.027]
Ep 031/60 [S2:+mat]:  76%|██▎| 253/333 [06:32<02:08,  1.60s/it, loss=0.742, pair=0.025, adv=3.728, sprd=0.027]
Ep 031/60 [S2:+mat]:  76%|██▎| 253/333 [06:33<02:08,  1.60s/it, loss=0.718, pair=0.013, adv=3.680, sprd=0.023]
Ep 031/60 [S2:+mat]:  76%|██▎| 254/333 [06:33<02:01,  1.54s/it, loss=0.718, pair=0.013, adv=3.680, sprd=0.023]
Ep 031/60 [S2:+mat]:  76%|██▎| 254/333 [06:35<02:01,  1.54s/it, loss=0.726, pair=0.008, adv=3.451, sprd=0.026]
Ep 031/60 [S2:+mat]:  77%|██▎| 255/333 [06:35<02:03,  1.58s/it, loss=0.726, pair=0.008, adv=3.451, sprd=0.026]
Ep 031/60 [S2:+mat]:  77%|██▎| 255/333 [06:37<02:03,  1.58s/it, loss=0.714, pair=0.002, adv=3.876, sprd=0.021]
Ep 031/60 [S2:+mat]:  77%|██▎| 256/333 [06:37<01:57,  1.52s/it, loss=0.714, pair=0.002, adv=3.876, sprd=0.021]
Ep 031/60 [S2:+mat]:  77%|██▎| 256/333 [06:38<01:57,  1.52s/it, loss=0.701, pair=0.002, adv=3.936, sprd=0.019]
Ep 031/60 [S2:+mat]:  77%|██▎| 257/333 [06:38<01:55,  1.52s/it, loss=0.701, pair=0.002, adv=3.936, sprd=0.019]
Ep 031/60 [S2:+mat]:  77%|██▎| 257/333 [06:39<01:55,  1.52s/it, loss=0.716, pair=0.001, adv=3.448, sprd=0.023]
Ep 031/60 [S2:+mat]:  77%|██▎| 258/333 [06:39<01:51,  1.48s/it, loss=0.716, pair=0.001, adv=3.448, sprd=0.023]
Ep 031/60 [S2:+mat]:  77%|██▎| 258/333 [06:41<01:51,  1.48s/it, loss=0.720, pair=0.008, adv=3.607, sprd=0.024]
Ep 031/60 [S2:+mat]:  78%|██▎| 259/333 [06:41<01:53,  1.53s/it, loss=0.720, pair=0.008, adv=3.607, sprd=0.024]
Ep 031/60 [S2:+mat]:  78%|██▎| 259/333 [06:42<01:53,  1.53s/it, loss=0.717, pair=0.003, adv=3.795, sprd=0.021]
Ep 031/60 [S2:+mat]:  78%|██▎| 260/333 [06:42<01:48,  1.49s/it, loss=0.717, pair=0.003, adv=3.795, sprd=0.021]
Ep 031/60 [S2:+mat]:  78%|██▎| 260/333 [06:44<01:48,  1.49s/it, loss=0.705, pair=0.009, adv=3.538, sprd=0.019]
Ep 031/60 [S2:+mat]:  78%|██▎| 261/333 [06:44<01:53,  1.58s/it, loss=0.705, pair=0.009, adv=3.538, sprd=0.019]
Ep 031/60 [S2:+mat]:  78%|██▎| 261/333 [06:46<01:53,  1.58s/it, loss=0.708, pair=0.007, adv=3.740, sprd=0.019]
Ep 031/60 [S2:+mat]:  79%|██▎| 262/333 [06:46<01:47,  1.52s/it, loss=0.708, pair=0.007, adv=3.740, sprd=0.019]
Ep 031/60 [S2:+mat]:  79%|██▎| 262/333 [06:47<01:47,  1.52s/it, loss=0.722, pair=0.008, adv=3.652, sprd=0.024]
Ep 031/60 [S2:+mat]:  79%|██▎| 263/333 [06:47<01:51,  1.59s/it, loss=0.722, pair=0.008, adv=3.652, sprd=0.024]
Ep 031/60 [S2:+mat]:  79%|██▎| 263/333 [06:49<01:51,  1.59s/it, loss=0.717, pair=0.008, adv=3.865, sprd=0.023]
Ep 031/60 [S2:+mat]:  79%|██▍| 264/333 [06:49<01:46,  1.54s/it, loss=0.717, pair=0.008, adv=3.865, sprd=0.023]
Ep 031/60 [S2:+mat]:  79%|██▍| 264/333 [06:51<01:46,  1.54s/it, loss=0.737, pair=0.003, adv=3.777, sprd=0.027]
Ep 031/60 [S2:+mat]:  80%|██▍| 265/333 [06:51<01:48,  1.60s/it, loss=0.737, pair=0.003, adv=3.777, sprd=0.027]
Ep 031/60 [S2:+mat]:  80%|██▍| 265/333 [06:52<01:48,  1.60s/it, loss=0.725, pair=0.003, adv=3.705, sprd=0.023]
Ep 031/60 [S2:+mat]:  80%|██▍| 266/333 [06:52<01:43,  1.54s/it, loss=0.725, pair=0.003, adv=3.705, sprd=0.023]
Ep 031/60 [S2:+mat]:  80%|██▍| 266/333 [06:54<01:43,  1.54s/it, loss=0.715, pair=0.005, adv=3.756, sprd=0.022]
Ep 031/60 [S2:+mat]:  80%|██▍| 267/333 [06:54<01:45,  1.60s/it, loss=0.715, pair=0.005, adv=3.756, sprd=0.022]
Ep 031/60 [S2:+mat]:  80%|██▍| 267/333 [06:55<01:45,  1.60s/it, loss=0.725, pair=0.009, adv=3.695, sprd=0.026]
Ep 031/60 [S2:+mat]:  80%|██▍| 268/333 [06:55<01:40,  1.55s/it, loss=0.725, pair=0.009, adv=3.695, sprd=0.026]
Ep 031/60 [S2:+mat]:  80%|██▍| 268/333 [06:57<01:40,  1.55s/it, loss=0.713, pair=0.016, adv=3.734, sprd=0.020]
Ep 031/60 [S2:+mat]:  81%|██▍| 269/333 [06:57<01:41,  1.59s/it, loss=0.713, pair=0.016, adv=3.734, sprd=0.020]
Ep 031/60 [S2:+mat]:  81%|██▍| 269/333 [06:58<01:41,  1.59s/it, loss=0.720, pair=0.012, adv=3.707, sprd=0.023]
Ep 031/60 [S2:+mat]:  81%|██▍| 270/333 [06:58<01:35,  1.52s/it, loss=0.720, pair=0.012, adv=3.707, sprd=0.023]
Ep 031/60 [S2:+mat]:  81%|██▍| 270/333 [07:00<01:35,  1.52s/it, loss=0.745, pair=0.010, adv=3.995, sprd=0.027]
Ep 031/60 [S2:+mat]:  81%|██▍| 271/333 [07:00<01:38,  1.59s/it, loss=0.745, pair=0.010, adv=3.995, sprd=0.027]
Ep 031/60 [S2:+mat]:  81%|██▍| 271/333 [07:01<01:38,  1.59s/it, loss=0.725, pair=0.004, adv=3.462, sprd=0.023]
Ep 031/60 [S2:+mat]:  82%|██▍| 272/333 [07:01<01:33,  1.53s/it, loss=0.725, pair=0.004, adv=3.462, sprd=0.023]
Ep 031/60 [S2:+mat]:  82%|██▍| 272/333 [07:03<01:33,  1.53s/it, loss=0.710, pair=0.004, adv=3.859, sprd=0.023]
Ep 031/60 [S2:+mat]:  82%|██▍| 273/333 [07:03<01:34,  1.57s/it, loss=0.710, pair=0.004, adv=3.859, sprd=0.023]
Ep 031/60 [S2:+mat]:  82%|██▍| 273/333 [07:04<01:34,  1.57s/it, loss=0.740, pair=0.012, adv=3.751, sprd=0.028]
Ep 031/60 [S2:+mat]:  82%|██▍| 274/333 [07:04<01:30,  1.53s/it, loss=0.740, pair=0.012, adv=3.751, sprd=0.028]
Ep 031/60 [S2:+mat]:  82%|██▍| 274/333 [07:06<01:30,  1.53s/it, loss=0.814, pair=0.017, adv=3.374, sprd=0.025]
Ep 031/60 [S2:+mat]:  83%|██▍| 275/333 [07:06<01:31,  1.58s/it, loss=0.814, pair=0.017, adv=3.374, sprd=0.025]
Ep 031/60 [S2:+mat]:  83%|██▍| 275/333 [07:08<01:31,  1.58s/it, loss=0.720, pair=0.009, adv=3.691, sprd=0.020]
Ep 031/60 [S2:+mat]:  83%|██▍| 276/333 [07:08<01:27,  1.53s/it, loss=0.720, pair=0.009, adv=3.691, sprd=0.020]
Ep 031/60 [S2:+mat]:  83%|██▍| 276/333 [07:09<01:27,  1.53s/it, loss=0.739, pair=0.028, adv=3.617, sprd=0.028]
Ep 031/60 [S2:+mat]:  83%|██▍| 277/333 [07:09<01:30,  1.61s/it, loss=0.739, pair=0.028, adv=3.617, sprd=0.028]
Ep 031/60 [S2:+mat]:  83%|██▍| 277/333 [07:11<01:30,  1.61s/it, loss=0.708, pair=0.004, adv=3.579, sprd=0.021]
Ep 031/60 [S2:+mat]:  83%|██▌| 278/333 [07:11<01:24,  1.54s/it, loss=0.708, pair=0.004, adv=3.579, sprd=0.021]
Ep 031/60 [S2:+mat]:  83%|██▌| 278/333 [07:13<01:24,  1.54s/it, loss=0.760, pair=0.014, adv=4.269, sprd=0.032]
Ep 031/60 [S2:+mat]:  84%|██▌| 279/333 [07:13<01:27,  1.62s/it, loss=0.760, pair=0.014, adv=4.269, sprd=0.032]
Ep 031/60 [S2:+mat]:  84%|██▌| 279/333 [07:14<01:27,  1.62s/it, loss=0.716, pair=0.001, adv=3.625, sprd=0.021]
Ep 031/60 [S2:+mat]:  84%|██▌| 280/333 [07:14<01:22,  1.56s/it, loss=0.716, pair=0.001, adv=3.625, sprd=0.021]
Ep 031/60 [S2:+mat]:  84%|██▌| 280/333 [07:16<01:22,  1.56s/it, loss=0.704, pair=0.003, adv=3.677, sprd=0.019]
Ep 031/60 [S2:+mat]:  84%|██▌| 281/333 [07:16<01:23,  1.60s/it, loss=0.704, pair=0.003, adv=3.677, sprd=0.019]
Ep 031/60 [S2:+mat]:  84%|██▌| 281/333 [07:17<01:23,  1.60s/it, loss=0.745, pair=0.003, adv=3.505, sprd=0.030]
Ep 031/60 [S2:+mat]:  85%|██▌| 282/333 [07:17<01:19,  1.56s/it, loss=0.745, pair=0.003, adv=3.505, sprd=0.030]
Ep 031/60 [S2:+mat]:  85%|██▌| 282/333 [07:19<01:19,  1.56s/it, loss=0.709, pair=0.004, adv=3.519, sprd=0.020]
Ep 031/60 [S2:+mat]:  85%|██▌| 283/333 [07:19<01:19,  1.59s/it, loss=0.709, pair=0.004, adv=3.519, sprd=0.020]
Ep 031/60 [S2:+mat]:  85%|██▌| 283/333 [07:20<01:19,  1.59s/it, loss=0.726, pair=0.005, adv=3.993, sprd=0.024]
Ep 031/60 [S2:+mat]:  85%|██▌| 284/333 [07:20<01:15,  1.54s/it, loss=0.726, pair=0.005, adv=3.993, sprd=0.024]
Ep 031/60 [S2:+mat]:  85%|██▌| 284/333 [07:22<01:15,  1.54s/it, loss=0.710, pair=0.002, adv=3.375, sprd=0.020]
Ep 031/60 [S2:+mat]:  86%|██▌| 285/333 [07:22<01:16,  1.59s/it, loss=0.710, pair=0.002, adv=3.375, sprd=0.020]
Ep 031/60 [S2:+mat]:  86%|██▌| 285/333 [07:23<01:16,  1.59s/it, loss=0.740, pair=0.007, adv=3.681, sprd=0.029]
Ep 031/60 [S2:+mat]:  86%|██▌| 286/333 [07:23<01:13,  1.56s/it, loss=0.740, pair=0.007, adv=3.681, sprd=0.029]
Ep 031/60 [S2:+mat]:  86%|██▌| 286/333 [07:25<01:13,  1.56s/it, loss=0.742, pair=0.018, adv=3.842, sprd=0.028]
Ep 031/60 [S2:+mat]:  86%|██▌| 287/333 [07:25<01:12,  1.59s/it, loss=0.742, pair=0.018, adv=3.842, sprd=0.028]
Ep 031/60 [S2:+mat]:  86%|██▌| 287/333 [07:26<01:12,  1.59s/it, loss=0.709, pair=0.006, adv=3.424, sprd=0.020]
Ep 031/60 [S2:+mat]:  86%|██▌| 288/333 [07:26<01:08,  1.52s/it, loss=0.709, pair=0.006, adv=3.424, sprd=0.020]
Ep 031/60 [S2:+mat]:  86%|██▌| 288/333 [07:28<01:08,  1.52s/it, loss=0.704, pair=0.011, adv=3.293, sprd=0.019]
Ep 031/60 [S2:+mat]:  87%|██▌| 289/333 [07:28<01:08,  1.56s/it, loss=0.704, pair=0.011, adv=3.293, sprd=0.019]
Ep 031/60 [S2:+mat]:  87%|██▌| 289/333 [07:29<01:08,  1.56s/it, loss=0.708, pair=0.004, adv=3.899, sprd=0.022]
Ep 031/60 [S2:+mat]:  87%|██▌| 290/333 [07:29<01:05,  1.52s/it, loss=0.708, pair=0.004, adv=3.899, sprd=0.022]
Ep 031/60 [S2:+mat]:  87%|██▌| 290/333 [07:31<01:05,  1.52s/it, loss=0.722, pair=0.011, adv=3.977, sprd=0.023]
Ep 031/60 [S2:+mat]:  87%|██▌| 291/333 [07:31<01:07,  1.61s/it, loss=0.722, pair=0.011, adv=3.977, sprd=0.023]
Ep 031/60 [S2:+mat]:  87%|██▌| 291/333 [07:33<01:07,  1.61s/it, loss=0.693, pair=0.004, adv=3.735, sprd=0.018]
Ep 031/60 [S2:+mat]:  88%|██▋| 292/333 [07:33<01:03,  1.54s/it, loss=0.693, pair=0.004, adv=3.735, sprd=0.018]
Ep 031/60 [S2:+mat]:  88%|██▋| 292/333 [07:34<01:03,  1.54s/it, loss=0.724, pair=0.013, adv=3.640, sprd=0.024]
Ep 031/60 [S2:+mat]:  88%|██▋| 293/333 [07:34<01:03,  1.60s/it, loss=0.724, pair=0.013, adv=3.640, sprd=0.024]
Ep 031/60 [S2:+mat]:  88%|██▋| 293/333 [07:36<01:03,  1.60s/it, loss=0.729, pair=0.014, adv=3.354, sprd=0.025]
Ep 031/60 [S2:+mat]:  88%|██▋| 294/333 [07:36<01:00,  1.56s/it, loss=0.729, pair=0.014, adv=3.354, sprd=0.025]
Ep 031/60 [S2:+mat]:  88%|██▋| 294/333 [07:38<01:00,  1.56s/it, loss=0.753, pair=0.015, adv=3.673, sprd=0.030]
Ep 031/60 [S2:+mat]:  89%|██▋| 295/333 [07:38<01:01,  1.62s/it, loss=0.753, pair=0.015, adv=3.673, sprd=0.030]
Ep 031/60 [S2:+mat]:  89%|██▋| 295/333 [07:39<01:01,  1.62s/it, loss=0.687, pair=0.021, adv=3.173, sprd=0.016]
Ep 031/60 [S2:+mat]:  89%|██▋| 296/333 [07:39<00:57,  1.55s/it, loss=0.687, pair=0.021, adv=3.173, sprd=0.016]
Ep 031/60 [S2:+mat]:  89%|██▋| 296/333 [07:41<00:57,  1.55s/it, loss=0.735, pair=0.006, adv=3.640, sprd=0.028]
Ep 031/60 [S2:+mat]:  89%|██▋| 297/333 [07:41<00:57,  1.60s/it, loss=0.735, pair=0.006, adv=3.640, sprd=0.028]
Ep 031/60 [S2:+mat]:  89%|██▋| 297/333 [07:42<00:57,  1.60s/it, loss=0.713, pair=0.006, adv=3.877, sprd=0.019]
Ep 031/60 [S2:+mat]:  89%|██▋| 298/333 [07:42<00:53,  1.54s/it, loss=0.713, pair=0.006, adv=3.877, sprd=0.019]
Ep 031/60 [S2:+mat]:  89%|██▋| 298/333 [07:44<00:53,  1.54s/it, loss=0.719, pair=0.017, adv=3.645, sprd=0.022]
Ep 031/60 [S2:+mat]:  90%|██▋| 299/333 [07:44<00:55,  1.62s/it, loss=0.719, pair=0.017, adv=3.645, sprd=0.022]
Ep 031/60 [S2:+mat]:  90%|██▋| 299/333 [07:45<00:55,  1.62s/it, loss=0.705, pair=0.011, adv=3.731, sprd=0.019]
Ep 031/60 [S2:+mat]:  90%|██▋| 300/333 [07:45<00:51,  1.55s/it, loss=0.705, pair=0.011, adv=3.731, sprd=0.019]
Ep 031/60 [S2:+mat]:  90%|██▋| 300/333 [07:47<00:51,  1.55s/it, loss=0.714, pair=0.002, adv=3.525, sprd=0.021]
Ep 031/60 [S2:+mat]:  90%|██▋| 301/333 [07:47<00:51,  1.62s/it, loss=0.714, pair=0.002, adv=3.525, sprd=0.021]
Ep 031/60 [S2:+mat]:  90%|██▋| 301/333 [07:48<00:51,  1.62s/it, loss=0.714, pair=0.001, adv=3.519, sprd=0.023]
Ep 031/60 [S2:+mat]:  91%|██▋| 302/333 [07:48<00:47,  1.54s/it, loss=0.714, pair=0.001, adv=3.519, sprd=0.023]
Ep 031/60 [S2:+mat]:  91%|██▋| 302/333 [07:50<00:47,  1.54s/it, loss=0.819, pair=0.004, adv=3.828, sprd=0.027]
Ep 031/60 [S2:+mat]:  91%|██▋| 303/333 [07:50<00:47,  1.58s/it, loss=0.819, pair=0.004, adv=3.828, sprd=0.027]
Ep 031/60 [S2:+mat]:  91%|██▋| 303/333 [07:52<00:47,  1.58s/it, loss=0.725, pair=0.004, adv=3.705, sprd=0.026]
Ep 031/60 [S2:+mat]:  91%|██▋| 304/333 [07:52<00:44,  1.55s/it, loss=0.725, pair=0.004, adv=3.705, sprd=0.026]
Ep 031/60 [S2:+mat]:  91%|██▋| 304/333 [07:53<00:44,  1.55s/it, loss=0.728, pair=0.002, adv=3.952, sprd=0.025]
Ep 031/60 [S2:+mat]:  92%|██▋| 305/333 [07:53<00:45,  1.64s/it, loss=0.728, pair=0.002, adv=3.952, sprd=0.025]
Ep 031/60 [S2:+mat]:  92%|██▋| 305/333 [07:55<00:45,  1.64s/it, loss=0.717, pair=0.013, adv=3.650, sprd=0.022]
Ep 031/60 [S2:+mat]:  92%|██▊| 306/333 [07:55<00:42,  1.57s/it, loss=0.717, pair=0.013, adv=3.650, sprd=0.022]
Ep 031/60 [S2:+mat]:  92%|██▊| 306/333 [07:57<00:42,  1.57s/it, loss=0.828, pair=0.006, adv=3.736, sprd=0.028]
Ep 031/60 [S2:+mat]:  92%|██▊| 307/333 [07:57<00:42,  1.62s/it, loss=0.828, pair=0.006, adv=3.736, sprd=0.028]
Ep 031/60 [S2:+mat]:  92%|██▊| 307/333 [07:58<00:42,  1.62s/it, loss=0.703, pair=0.006, adv=4.079, sprd=0.020]
Ep 031/60 [S2:+mat]:  92%|██▊| 308/333 [07:58<00:38,  1.55s/it, loss=0.703, pair=0.006, adv=4.079, sprd=0.020]
Ep 031/60 [S2:+mat]:  92%|██▊| 308/333 [08:00<00:38,  1.55s/it, loss=0.730, pair=0.005, adv=3.710, sprd=0.026]
Ep 031/60 [S2:+mat]:  93%|██▊| 309/333 [08:00<00:39,  1.63s/it, loss=0.730, pair=0.005, adv=3.710, sprd=0.026]
Ep 031/60 [S2:+mat]:  93%|██▊| 309/333 [08:01<00:39,  1.63s/it, loss=0.700, pair=0.012, adv=3.841, sprd=0.019]
Ep 031/60 [S2:+mat]:  93%|██▊| 310/333 [08:01<00:35,  1.56s/it, loss=0.700, pair=0.012, adv=3.841, sprd=0.019]
Ep 031/60 [S2:+mat]:  93%|██▊| 310/333 [08:03<00:35,  1.56s/it, loss=0.743, pair=0.021, adv=4.116, sprd=0.028]
Ep 031/60 [S2:+mat]:  93%|██▊| 311/333 [08:03<00:35,  1.62s/it, loss=0.743, pair=0.021, adv=4.116, sprd=0.028]
Ep 031/60 [S2:+mat]:  93%|██▊| 311/333 [08:04<00:35,  1.62s/it, loss=0.714, pair=0.008, adv=3.623, sprd=0.024]
Ep 031/60 [S2:+mat]:  94%|██▊| 312/333 [08:04<00:32,  1.55s/it, loss=0.714, pair=0.008, adv=3.623, sprd=0.024]
Ep 031/60 [S2:+mat]:  94%|██▊| 312/333 [08:06<00:32,  1.55s/it, loss=0.735, pair=0.008, adv=3.629, sprd=0.028]
Ep 031/60 [S2:+mat]:  94%|██▊| 313/333 [08:06<00:32,  1.64s/it, loss=0.735, pair=0.008, adv=3.629, sprd=0.028]
Ep 031/60 [S2:+mat]:  94%|██▊| 313/333 [08:08<00:32,  1.64s/it, loss=0.680, pair=0.005, adv=3.148, sprd=0.020]
Ep 031/60 [S2:+mat]:  94%|██▊| 314/333 [08:08<00:29,  1.56s/it, loss=0.680, pair=0.005, adv=3.148, sprd=0.020]
Ep 031/60 [S2:+mat]:  94%|██▊| 314/333 [08:09<00:29,  1.56s/it, loss=0.808, pair=0.012, adv=3.875, sprd=0.023]
Ep 031/60 [S2:+mat]:  95%|██▊| 315/333 [08:09<00:29,  1.62s/it, loss=0.808, pair=0.012, adv=3.875, sprd=0.023]
Ep 031/60 [S2:+mat]:  95%|██▊| 315/333 [08:11<00:29,  1.62s/it, loss=0.733, pair=0.055, adv=3.867, sprd=0.022]
Ep 031/60 [S2:+mat]:  95%|██▊| 316/333 [08:11<00:26,  1.57s/it, loss=0.733, pair=0.055, adv=3.867, sprd=0.022]
Ep 031/60 [S2:+mat]:  95%|██▊| 316/333 [08:12<00:26,  1.57s/it, loss=0.707, pair=0.006, adv=3.461, sprd=0.021]
Ep 031/60 [S2:+mat]:  95%|██▊| 317/333 [08:12<00:25,  1.58s/it, loss=0.707, pair=0.006, adv=3.461, sprd=0.021]
Ep 031/60 [S2:+mat]:  95%|██▊| 317/333 [08:14<00:25,  1.58s/it, loss=0.745, pair=0.007, adv=3.622, sprd=0.027]
Ep 031/60 [S2:+mat]:  95%|██▊| 318/333 [08:14<00:23,  1.54s/it, loss=0.745, pair=0.007, adv=3.622, sprd=0.027]
Ep 031/60 [S2:+mat]:  95%|██▊| 318/333 [08:16<00:23,  1.54s/it, loss=0.813, pair=0.027, adv=3.422, sprd=0.023]
Ep 031/60 [S2:+mat]:  96%|██▊| 319/333 [08:16<00:22,  1.59s/it, loss=0.813, pair=0.027, adv=3.422, sprd=0.023]
Ep 031/60 [S2:+mat]:  96%|██▊| 319/333 [08:17<00:22,  1.59s/it, loss=0.715, pair=0.008, adv=3.953, sprd=0.021]
Ep 031/60 [S2:+mat]:  96%|██▉| 320/333 [08:17<00:19,  1.53s/it, loss=0.715, pair=0.008, adv=3.953, sprd=0.021]
Ep 031/60 [S2:+mat]:  96%|██▉| 320/333 [08:19<00:19,  1.53s/it, loss=0.707, pair=0.001, adv=3.608, sprd=0.020]
Ep 031/60 [S2:+mat]:  96%|██▉| 321/333 [08:19<00:18,  1.58s/it, loss=0.707, pair=0.001, adv=3.608, sprd=0.020]
Ep 031/60 [S2:+mat]:  96%|██▉| 321/333 [08:20<00:18,  1.58s/it, loss=0.728, pair=0.012, adv=3.733, sprd=0.027]
Ep 031/60 [S2:+mat]:  97%|██▉| 322/333 [08:20<00:16,  1.54s/it, loss=0.728, pair=0.012, adv=3.733, sprd=0.027]
Ep 031/60 [S2:+mat]:  97%|██▉| 322/333 [08:22<00:16,  1.54s/it, loss=0.714, pair=0.014, adv=3.941, sprd=0.022]
Ep 031/60 [S2:+mat]:  97%|██▉| 323/333 [08:22<00:16,  1.61s/it, loss=0.714, pair=0.014, adv=3.941, sprd=0.022]
Ep 031/60 [S2:+mat]:  97%|██▉| 323/333 [08:23<00:16,  1.61s/it, loss=1.386, pair=2.273, adv=3.766, sprd=0.021]
Ep 031/60 [S2:+mat]:  97%|██▉| 324/333 [08:23<00:13,  1.55s/it, loss=1.386, pair=2.273, adv=3.766, sprd=0.021]
Ep 031/60 [S2:+mat]:  97%|██▉| 324/333 [08:25<00:13,  1.55s/it, loss=0.715, pair=0.008, adv=3.826, sprd=0.023]
Ep 031/60 [S2:+mat]:  98%|██▉| 325/333 [08:25<00:12,  1.58s/it, loss=0.715, pair=0.008, adv=3.826, sprd=0.023]
Ep 031/60 [S2:+mat]:  98%|██▉| 325/333 [08:26<00:12,  1.58s/it, loss=0.721, pair=0.008, adv=3.930, sprd=0.024]
Ep 031/60 [S2:+mat]:  98%|██▉| 326/333 [08:26<00:10,  1.54s/it, loss=0.721, pair=0.008, adv=3.930, sprd=0.024]
Ep 031/60 [S2:+mat]:  98%|██▉| 326/333 [08:28<00:10,  1.54s/it, loss=0.746, pair=0.013, adv=3.758, sprd=0.026]
Ep 031/60 [S2:+mat]:  98%|██▉| 327/333 [08:28<00:09,  1.61s/it, loss=0.746, pair=0.013, adv=3.758, sprd=0.026]
Ep 031/60 [S2:+mat]:  98%|██▉| 327/333 [08:30<00:09,  1.61s/it, loss=0.717, pair=0.013, adv=3.770, sprd=0.022]
Ep 031/60 [S2:+mat]:  98%|██▉| 328/333 [08:30<00:07,  1.55s/it, loss=0.717, pair=0.013, adv=3.770, sprd=0.022]
Ep 031/60 [S2:+mat]:  98%|██▉| 328/333 [08:31<00:07,  1.55s/it, loss=0.705, pair=0.001, adv=3.546, sprd=0.020]
Ep 031/60 [S2:+mat]:  99%|██▉| 329/333 [08:31<00:06,  1.57s/it, loss=0.705, pair=0.001, adv=3.546, sprd=0.020]
Ep 031/60 [S2:+mat]:  99%|██▉| 329/333 [08:33<00:06,  1.57s/it, loss=0.723, pair=0.004, adv=3.499, sprd=0.022]
Ep 031/60 [S2:+mat]:  99%|██▉| 330/333 [08:33<00:04,  1.53s/it, loss=0.723, pair=0.004, adv=3.499, sprd=0.022]
Ep 031/60 [S2:+mat]:  99%|██▉| 330/333 [08:34<00:04,  1.53s/it, loss=0.718, pair=0.004, adv=4.057, sprd=0.023]
Ep 031/60 [S2:+mat]:  99%|██▉| 331/333 [08:34<00:03,  1.59s/it, loss=0.718, pair=0.004, adv=4.057, sprd=0.023]
Ep 031/60 [S2:+mat]:  99%|██▉| 331/333 [08:36<00:03,  1.59s/it, loss=0.742, pair=0.013, adv=3.867, sprd=0.028]
Ep 031/60 [S2:+mat]: 100%|██▉| 332/333 [08:36<00:01,  1.51s/it, loss=0.742, pair=0.013, adv=3.867, sprd=0.028]
Ep 031/60 [S2:+mat]: 100%|██▉| 332/333 [08:37<00:01,  1.51s/it, loss=0.719, pair=0.012, adv=3.655, sprd=0.023]
Ep 031/60 [S2:+mat]: 100%|███| 333/333 [08:37<00:00,  1.58s/it, loss=0.719, pair=0.012, adv=3.655, sprd=0.023]
                                                                                                              
Epoch 031/60 [S2:+mat]  loss=0.7289  mat=0.3291  sens=1.0268  pair=0.0183  adv=3.7446(rand=3.37)  deg=0.0073  orth=0.0030  spread=0.0234  q_mean=51.1  q_std=16.1  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.25e-05  518s

Ep 032/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 032/60 [S2:+mat]:   0%|             | 0/333 [00:02<?, ?it/s, loss=0.714, pair=0.012, adv=3.424, sprd=0.019]
Ep 032/60 [S2:+mat]:   0%|     | 1/333 [00:02<11:43,  2.12s/it, loss=0.714, pair=0.012, adv=3.424, sprd=0.019]
Ep 032/60 [S2:+mat]:   0%|     | 1/333 [00:03<11:43,  2.12s/it, loss=0.716, pair=0.009, adv=3.825, sprd=0.023]
Ep 032/60 [S2:+mat]:   1%|     | 2/333 [00:03<09:33,  1.73s/it, loss=0.716, pair=0.009, adv=3.825, sprd=0.023]
Ep 032/60 [S2:+mat]:   1%|     | 2/333 [00:05<09:33,  1.73s/it, loss=0.699, pair=0.007, adv=3.718, sprd=0.018]
Ep 032/60 [S2:+mat]:   1%|     | 3/333 [00:05<09:27,  1.72s/it, loss=0.699, pair=0.007, adv=3.718, sprd=0.018]
Ep 032/60 [S2:+mat]:   1%|     | 3/333 [00:06<09:27,  1.72s/it, loss=1.152, pair=1.367, adv=3.901, sprd=0.030]
Ep 032/60 [S2:+mat]:   1%|     | 4/333 [00:06<08:55,  1.63s/it, loss=1.152, pair=1.367, adv=3.901, sprd=0.030]
Ep 032/60 [S2:+mat]:   1%|     | 4/333 [00:08<08:55,  1.63s/it, loss=0.722, pair=0.009, adv=3.701, sprd=0.019]
Ep 032/60 [S2:+mat]:   2%|     | 5/333 [00:08<09:10,  1.68s/it, loss=0.722, pair=0.009, adv=3.701, sprd=0.019]
Ep 032/60 [S2:+mat]:   2%|     | 5/333 [00:10<09:10,  1.68s/it, loss=0.740, pair=0.004, adv=4.211, sprd=0.029]
Ep 032/60 [S2:+mat]:   2%|     | 6/333 [00:10<08:46,  1.61s/it, loss=0.740, pair=0.004, adv=4.211, sprd=0.029]
Ep 032/60 [S2:+mat]:   2%|     | 6/333 [00:11<08:46,  1.61s/it, loss=0.716, pair=0.013, adv=3.738, sprd=0.022]
Ep 032/60 [S2:+mat]:   2%|     | 7/333 [00:11<09:04,  1.67s/it, loss=0.716, pair=0.013, adv=3.738, sprd=0.022]
Ep 032/60 [S2:+mat]:   2%|     | 7/333 [00:13<09:04,  1.67s/it, loss=0.707, pair=0.007, adv=3.645, sprd=0.022]
Ep 032/60 [S2:+mat]:   2%|     | 8/333 [00:13<08:37,  1.59s/it, loss=0.707, pair=0.007, adv=3.645, sprd=0.022]
Ep 032/60 [S2:+mat]:   2%|     | 8/333 [00:15<08:37,  1.59s/it, loss=0.731, pair=0.012, adv=3.615, sprd=0.026]
Ep 032/60 [S2:+mat]:   3%|▏    | 9/333 [00:15<08:53,  1.65s/it, loss=0.731, pair=0.012, adv=3.615, sprd=0.026]
Ep 032/60 [S2:+mat]:   3%|▏    | 9/333 [00:16<08:53,  1.65s/it, loss=0.707, pair=0.010, adv=3.730, sprd=0.021]
Ep 032/60 [S2:+mat]:   3%|    | 10/333 [00:16<08:29,  1.58s/it, loss=0.707, pair=0.010, adv=3.730, sprd=0.021]
Ep 032/60 [S2:+mat]:   3%|    | 10/333 [00:18<08:29,  1.58s/it, loss=0.727, pair=0.001, adv=3.565, sprd=0.027]
Ep 032/60 [S2:+mat]:   3%|▏   | 11/333 [00:18<08:52,  1.65s/it, loss=0.727, pair=0.001, adv=3.565, sprd=0.027]
Ep 032/60 [S2:+mat]:   3%|▏   | 11/333 [00:19<08:52,  1.65s/it, loss=0.719, pair=0.011, adv=4.096, sprd=0.024]
Ep 032/60 [S2:+mat]:   4%|▏   | 12/333 [00:19<08:34,  1.60s/it, loss=0.719, pair=0.011, adv=4.096, sprd=0.024]
Ep 032/60 [S2:+mat]:   4%|▏   | 12/333 [00:21<08:34,  1.60s/it, loss=0.740, pair=0.010, adv=3.987, sprd=0.027]
Ep 032/60 [S2:+mat]:   4%|▏   | 13/333 [00:21<08:30,  1.60s/it, loss=0.740, pair=0.010, adv=3.987, sprd=0.027]
Ep 032/60 [S2:+mat]:   4%|▏   | 13/333 [00:22<08:30,  1.60s/it, loss=0.715, pair=0.001, adv=3.817, sprd=0.023]
Ep 032/60 [S2:+mat]:   4%|▏   | 14/333 [00:22<08:10,  1.54s/it, loss=0.715, pair=0.001, adv=3.817, sprd=0.023]
Ep 032/60 [S2:+mat]:   4%|▏   | 14/333 [00:24<08:10,  1.54s/it, loss=0.728, pair=0.004, adv=3.918, sprd=0.024]
Ep 032/60 [S2:+mat]:   5%|▏   | 15/333 [00:24<08:30,  1.60s/it, loss=0.728, pair=0.004, adv=3.918, sprd=0.024]
Ep 032/60 [S2:+mat]:   5%|▏   | 15/333 [00:25<08:30,  1.60s/it, loss=0.728, pair=0.007, adv=3.931, sprd=0.026]
Ep 032/60 [S2:+mat]:   5%|▏   | 16/333 [00:25<08:10,  1.55s/it, loss=0.728, pair=0.007, adv=3.931, sprd=0.026]
Ep 032/60 [S2:+mat]:   5%|▏   | 16/333 [00:27<08:10,  1.55s/it, loss=0.716, pair=0.010, adv=3.850, sprd=0.022]
Ep 032/60 [S2:+mat]:   5%|▏   | 17/333 [00:27<08:24,  1.60s/it, loss=0.716, pair=0.010, adv=3.850, sprd=0.022]
Ep 032/60 [S2:+mat]:   5%|▏   | 17/333 [00:28<08:24,  1.60s/it, loss=0.701, pair=0.012, adv=3.417, sprd=0.017]
Ep 032/60 [S2:+mat]:   5%|▏   | 18/333 [00:28<08:01,  1.53s/it, loss=0.701, pair=0.012, adv=3.417, sprd=0.017]
Ep 032/60 [S2:+mat]:   5%|▏   | 18/333 [00:30<08:01,  1.53s/it, loss=0.724, pair=0.006, adv=3.879, sprd=0.027]
Ep 032/60 [S2:+mat]:   6%|▏   | 19/333 [00:30<08:22,  1.60s/it, loss=0.724, pair=0.006, adv=3.879, sprd=0.027]
Ep 032/60 [S2:+mat]:   6%|▏   | 19/333 [00:32<08:22,  1.60s/it, loss=0.739, pair=0.002, adv=3.908, sprd=0.029]
Ep 032/60 [S2:+mat]:   6%|▏   | 20/333 [00:32<08:08,  1.56s/it, loss=0.739, pair=0.002, adv=3.908, sprd=0.029]
Ep 032/60 [S2:+mat]:   6%|▏   | 20/333 [00:34<08:08,  1.56s/it, loss=0.732, pair=0.003, adv=3.559, sprd=0.028]
Ep 032/60 [S2:+mat]:   6%|▎   | 21/333 [00:34<08:29,  1.63s/it, loss=0.732, pair=0.003, adv=3.559, sprd=0.028]
Ep 032/60 [S2:+mat]:   6%|▎   | 21/333 [00:35<08:29,  1.63s/it, loss=0.694, pair=0.002, adv=3.649, sprd=0.017]
Ep 032/60 [S2:+mat]:   7%|▎   | 22/333 [00:35<08:00,  1.55s/it, loss=0.694, pair=0.002, adv=3.649, sprd=0.017]
Ep 032/60 [S2:+mat]:   7%|▎   | 22/333 [00:37<08:00,  1.55s/it, loss=0.714, pair=0.001, adv=3.358, sprd=0.021]
Ep 032/60 [S2:+mat]:   7%|▎   | 23/333 [00:37<08:12,  1.59s/it, loss=0.714, pair=0.001, adv=3.358, sprd=0.021]
Ep 032/60 [S2:+mat]:   7%|▎   | 23/333 [00:38<08:12,  1.59s/it, loss=0.692, pair=0.005, adv=3.474, sprd=0.015]
Ep 032/60 [S2:+mat]:   7%|▎   | 24/333 [00:38<07:49,  1.52s/it, loss=0.692, pair=0.005, adv=3.474, sprd=0.015]
Ep 032/60 [S2:+mat]:   7%|▎   | 24/333 [00:40<07:49,  1.52s/it, loss=0.714, pair=0.012, adv=3.250, sprd=0.024]
Ep 032/60 [S2:+mat]:   8%|▎   | 25/333 [00:40<07:57,  1.55s/it, loss=0.714, pair=0.012, adv=3.250, sprd=0.024]
Ep 032/60 [S2:+mat]:   8%|▎   | 25/333 [00:41<07:57,  1.55s/it, loss=0.724, pair=0.011, adv=4.139, sprd=0.024]
Ep 032/60 [S2:+mat]:   8%|▎   | 26/333 [00:41<07:44,  1.51s/it, loss=0.724, pair=0.011, adv=4.139, sprd=0.024]
Ep 032/60 [S2:+mat]:   8%|▎   | 26/333 [00:43<07:44,  1.51s/it, loss=0.741, pair=0.007, adv=3.697, sprd=0.029]
Ep 032/60 [S2:+mat]:   8%|▎   | 27/333 [00:43<08:05,  1.59s/it, loss=0.741, pair=0.007, adv=3.697, sprd=0.029]
Ep 032/60 [S2:+mat]:   8%|▎   | 27/333 [00:44<08:05,  1.59s/it, loss=0.728, pair=0.001, adv=3.639, sprd=0.022]
Ep 032/60 [S2:+mat]:   8%|▎   | 28/333 [00:44<07:50,  1.54s/it, loss=0.728, pair=0.001, adv=3.639, sprd=0.022]
Ep 032/60 [S2:+mat]:   8%|▎   | 28/333 [00:46<07:50,  1.54s/it, loss=0.729, pair=0.000, adv=3.771, sprd=0.025]
Ep 032/60 [S2:+mat]:   9%|▎   | 29/333 [00:46<07:59,  1.58s/it, loss=0.729, pair=0.000, adv=3.771, sprd=0.025]
Ep 032/60 [S2:+mat]:   9%|▎   | 29/333 [00:47<07:59,  1.58s/it, loss=0.725, pair=0.004, adv=3.502, sprd=0.022]
Ep 032/60 [S2:+mat]:   9%|▎   | 30/333 [00:47<07:44,  1.53s/it, loss=0.725, pair=0.004, adv=3.502, sprd=0.022]
Ep 032/60 [S2:+mat]:   9%|▎   | 30/333 [00:49<07:44,  1.53s/it, loss=0.726, pair=0.009, adv=3.655, sprd=0.024]
Ep 032/60 [S2:+mat]:   9%|▎   | 31/333 [00:49<07:59,  1.59s/it, loss=0.726, pair=0.009, adv=3.655, sprd=0.024]
Ep 032/60 [S2:+mat]:   9%|▎   | 31/333 [00:50<07:59,  1.59s/it, loss=0.712, pair=0.010, adv=3.986, sprd=0.021]
Ep 032/60 [S2:+mat]:  10%|▍   | 32/333 [00:50<07:43,  1.54s/it, loss=0.712, pair=0.010, adv=3.986, sprd=0.021]
Ep 032/60 [S2:+mat]:  10%|▍   | 32/333 [00:52<07:43,  1.54s/it, loss=0.725, pair=0.005, adv=3.460, sprd=0.022]
Ep 032/60 [S2:+mat]:  10%|▍   | 33/333 [00:52<07:57,  1.59s/it, loss=0.725, pair=0.005, adv=3.460, sprd=0.022]
Ep 032/60 [S2:+mat]:  10%|▍   | 33/333 [00:54<07:57,  1.59s/it, loss=0.726, pair=0.006, adv=3.821, sprd=0.021]
Ep 032/60 [S2:+mat]:  10%|▍   | 34/333 [00:54<07:41,  1.54s/it, loss=0.726, pair=0.006, adv=3.821, sprd=0.021]
Ep 032/60 [S2:+mat]:  10%|▍   | 34/333 [00:55<07:41,  1.54s/it, loss=0.730, pair=0.008, adv=3.722, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 35/333 [00:55<07:54,  1.59s/it, loss=0.730, pair=0.008, adv=3.722, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 35/333 [00:57<07:54,  1.59s/it, loss=0.708, pair=0.004, adv=3.394, sprd=0.021]
Ep 032/60 [S2:+mat]:  11%|▍   | 36/333 [00:57<07:38,  1.54s/it, loss=0.708, pair=0.004, adv=3.394, sprd=0.021]
Ep 032/60 [S2:+mat]:  11%|▍   | 36/333 [00:58<07:38,  1.54s/it, loss=0.724, pair=0.003, adv=3.614, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 37/333 [00:58<08:01,  1.63s/it, loss=0.724, pair=0.003, adv=3.614, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 37/333 [01:00<08:01,  1.63s/it, loss=0.720, pair=0.006, adv=4.223, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 38/333 [01:00<07:45,  1.58s/it, loss=0.720, pair=0.006, adv=4.223, sprd=0.024]
Ep 032/60 [S2:+mat]:  11%|▍   | 38/333 [01:02<07:45,  1.58s/it, loss=0.716, pair=0.005, adv=3.714, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 39/333 [01:02<07:58,  1.63s/it, loss=0.716, pair=0.005, adv=3.714, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 39/333 [01:03<07:58,  1.63s/it, loss=0.707, pair=0.008, adv=3.297, sprd=0.019]
Ep 032/60 [S2:+mat]:  12%|▍   | 40/333 [01:03<07:39,  1.57s/it, loss=0.707, pair=0.008, adv=3.297, sprd=0.019]
Ep 032/60 [S2:+mat]:  12%|▍   | 40/333 [01:05<07:39,  1.57s/it, loss=0.724, pair=0.002, adv=3.745, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 41/333 [01:05<07:52,  1.62s/it, loss=0.724, pair=0.002, adv=3.745, sprd=0.023]
Ep 032/60 [S2:+mat]:  12%|▍   | 41/333 [01:06<07:52,  1.62s/it, loss=0.708, pair=0.005, adv=3.828, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 42/333 [01:06<07:35,  1.57s/it, loss=0.708, pair=0.005, adv=3.828, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 42/333 [01:08<07:35,  1.57s/it, loss=0.720, pair=0.009, adv=3.687, sprd=0.023]
Ep 032/60 [S2:+mat]:  13%|▌   | 43/333 [01:08<07:47,  1.61s/it, loss=0.720, pair=0.009, adv=3.687, sprd=0.023]
Ep 032/60 [S2:+mat]:  13%|▌   | 43/333 [01:09<07:47,  1.61s/it, loss=0.721, pair=0.005, adv=3.839, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 44/333 [01:09<07:12,  1.50s/it, loss=0.721, pair=0.005, adv=3.839, sprd=0.020]
Ep 032/60 [S2:+mat]:  13%|▌   | 44/333 [01:11<07:12,  1.50s/it, loss=0.713, pair=0.007, adv=3.642, sprd=0.022]
Ep 032/60 [S2:+mat]:  14%|▌   | 45/333 [01:11<07:28,  1.56s/it, loss=0.713, pair=0.007, adv=3.642, sprd=0.022]
Ep 032/60 [S2:+mat]:  14%|▌   | 45/333 [01:12<07:28,  1.56s/it, loss=0.736, pair=0.003, adv=3.766, sprd=0.028]
Ep 032/60 [S2:+mat]:  14%|▌   | 46/333 [01:12<07:18,  1.53s/it, loss=0.736, pair=0.003, adv=3.766, sprd=0.028]
Ep 032/60 [S2:+mat]:  14%|▌   | 46/333 [01:14<07:18,  1.53s/it, loss=0.706, pair=0.000, adv=3.851, sprd=0.019]
Ep 032/60 [S2:+mat]:  14%|▌   | 47/333 [01:14<07:27,  1.57s/it, loss=0.706, pair=0.000, adv=3.851, sprd=0.019]
Ep 032/60 [S2:+mat]:  14%|▌   | 47/333 [01:15<07:27,  1.57s/it, loss=0.713, pair=0.002, adv=4.097, sprd=0.020]
Ep 032/60 [S2:+mat]:  14%|▌   | 48/333 [01:15<07:11,  1.51s/it, loss=0.713, pair=0.002, adv=4.097, sprd=0.020]
Ep 032/60 [S2:+mat]:  14%|▌   | 48/333 [01:17<07:11,  1.51s/it, loss=0.712, pair=0.006, adv=3.605, sprd=0.022]
Ep 032/60 [S2:+mat]:  15%|▌   | 49/333 [01:17<07:23,  1.56s/it, loss=0.712, pair=0.006, adv=3.605, sprd=0.022]
Ep 032/60 [S2:+mat]:  15%|▌   | 49/333 [01:19<07:23,  1.56s/it, loss=0.703, pair=0.006, adv=3.741, sprd=0.018]
Ep 032/60 [S2:+mat]:  15%|▌   | 50/333 [01:19<07:07,  1.51s/it, loss=0.703, pair=0.006, adv=3.741, sprd=0.018]
Ep 032/60 [S2:+mat]:  15%|▌   | 50/333 [01:20<07:07,  1.51s/it, loss=0.727, pair=0.011, adv=3.673, sprd=0.025]
Ep 032/60 [S2:+mat]:  15%|▌   | 51/333 [01:20<07:30,  1.60s/it, loss=0.727, pair=0.011, adv=3.673, sprd=0.025]
Ep 032/60 [S2:+mat]:  15%|▌   | 51/333 [01:22<07:30,  1.60s/it, loss=0.698, pair=0.006, adv=3.630, sprd=0.019]
Ep 032/60 [S2:+mat]:  16%|▌   | 52/333 [01:22<07:10,  1.53s/it, loss=0.698, pair=0.006, adv=3.630, sprd=0.019]
Ep 032/60 [S2:+mat]:  16%|▌   | 52/333 [01:23<07:10,  1.53s/it, loss=0.717, pair=0.004, adv=3.474, sprd=0.024]
Ep 032/60 [S2:+mat]:  16%|▋   | 53/333 [01:23<07:25,  1.59s/it, loss=0.717, pair=0.004, adv=3.474, sprd=0.024]
Ep 032/60 [S2:+mat]:  16%|▋   | 53/333 [01:25<07:25,  1.59s/it, loss=0.713, pair=0.004, adv=3.824, sprd=0.020]
Ep 032/60 [S2:+mat]:  16%|▋   | 54/333 [01:25<07:11,  1.55s/it, loss=0.713, pair=0.004, adv=3.824, sprd=0.020]
Ep 032/60 [S2:+mat]:  16%|▋   | 54/333 [01:27<07:11,  1.55s/it, loss=0.693, pair=0.018, adv=3.658, sprd=0.017]
Ep 032/60 [S2:+mat]:  17%|▋   | 55/333 [01:27<07:29,  1.62s/it, loss=0.693, pair=0.018, adv=3.658, sprd=0.017]
Ep 032/60 [S2:+mat]:  17%|▋   | 55/333 [01:28<07:29,  1.62s/it, loss=0.722, pair=0.016, adv=3.270, sprd=0.025]
Ep 032/60 [S2:+mat]:  17%|▋   | 56/333 [01:28<07:05,  1.54s/it, loss=0.722, pair=0.016, adv=3.270, sprd=0.025]
Ep 032/60 [S2:+mat]:  17%|▋   | 56/333 [01:30<07:05,  1.54s/it, loss=0.714, pair=0.014, adv=3.441, sprd=0.018]
Ep 032/60 [S2:+mat]:  17%|▋   | 57/333 [01:30<07:13,  1.57s/it, loss=0.714, pair=0.014, adv=3.441, sprd=0.018]
Ep 032/60 [S2:+mat]:  17%|▋   | 57/333 [01:31<07:13,  1.57s/it, loss=0.708, pair=0.003, adv=3.622, sprd=0.020]
Ep 032/60 [S2:+mat]:  17%|▋   | 58/333 [01:31<06:59,  1.53s/it, loss=0.708, pair=0.003, adv=3.622, sprd=0.020]
Ep 032/60 [S2:+mat]:  17%|▋   | 58/333 [01:33<06:59,  1.53s/it, loss=0.719, pair=0.006, adv=4.051, sprd=0.023]
Ep 032/60 [S2:+mat]:  18%|▋   | 59/333 [01:33<07:28,  1.64s/it, loss=0.719, pair=0.006, adv=4.051, sprd=0.023]
Ep 032/60 [S2:+mat]:  18%|▋   | 59/333 [01:34<07:28,  1.64s/it, loss=0.714, pair=0.001, adv=3.454, sprd=0.021]
Ep 032/60 [S2:+mat]:  18%|▋   | 60/333 [01:34<06:56,  1.53s/it, loss=0.714, pair=0.001, adv=3.454, sprd=0.021]
Ep 032/60 [S2:+mat]:  18%|▋   | 60/333 [01:36<06:56,  1.53s/it, loss=0.713, pair=0.004, adv=3.488, sprd=0.021]
Ep 032/60 [S2:+mat]:  18%|▋   | 61/333 [01:36<07:06,  1.57s/it, loss=0.713, pair=0.004, adv=3.488, sprd=0.021]
Ep 032/60 [S2:+mat]:  18%|▋   | 61/333 [01:37<07:06,  1.57s/it, loss=0.712, pair=0.001, adv=3.666, sprd=0.019]
Ep 032/60 [S2:+mat]:  19%|▋   | 62/333 [01:37<06:51,  1.52s/it, loss=0.712, pair=0.001, adv=3.666, sprd=0.019]
Ep 032/60 [S2:+mat]:  19%|▋   | 62/333 [01:39<06:51,  1.52s/it, loss=0.761, pair=0.014, adv=4.036, sprd=0.033]
Ep 032/60 [S2:+mat]:  19%|▊   | 63/333 [01:39<07:11,  1.60s/it, loss=0.761, pair=0.014, adv=4.036, sprd=0.033]
Ep 032/60 [S2:+mat]:  19%|▊   | 63/333 [01:41<07:11,  1.60s/it, loss=0.709, pair=0.000, adv=3.936, sprd=0.022]
Ep 032/60 [S2:+mat]:  19%|▊   | 64/333 [01:41<07:00,  1.56s/it, loss=0.709, pair=0.000, adv=3.936, sprd=0.022]
Ep 032/60 [S2:+mat]:  19%|▊   | 64/333 [01:42<07:00,  1.56s/it, loss=0.723, pair=0.000, adv=3.673, sprd=0.024]
Ep 032/60 [S2:+mat]:  20%|▊   | 65/333 [01:42<07:13,  1.62s/it, loss=0.723, pair=0.000, adv=3.673, sprd=0.024]
Ep 032/60 [S2:+mat]:  20%|▊   | 65/333 [01:44<07:13,  1.62s/it, loss=0.703, pair=0.002, adv=3.651, sprd=0.019]
Ep 032/60 [S2:+mat]:  20%|▊   | 66/333 [01:44<06:53,  1.55s/it, loss=0.703, pair=0.002, adv=3.651, sprd=0.019]
Ep 032/60 [S2:+mat]:  20%|▊   | 66/333 [01:45<06:53,  1.55s/it, loss=0.726, pair=0.006, adv=4.015, sprd=0.025]
Ep 032/60 [S2:+mat]:  20%|▊   | 67/333 [01:45<07:12,  1.62s/it, loss=0.726, pair=0.006, adv=4.015, sprd=0.025]
Ep 032/60 [S2:+mat]:  20%|▊   | 67/333 [01:47<07:12,  1.62s/it, loss=0.726, pair=0.006, adv=3.915, sprd=0.023]
Ep 032/60 [S2:+mat]:  20%|▊   | 68/333 [01:47<06:56,  1.57s/it, loss=0.726, pair=0.006, adv=3.915, sprd=0.023]
Ep 032/60 [S2:+mat]:  20%|▊   | 68/333 [01:49<06:56,  1.57s/it, loss=0.722, pair=0.001, adv=4.019, sprd=0.025]
Ep 032/60 [S2:+mat]:  21%|▊   | 69/333 [01:49<07:05,  1.61s/it, loss=0.722, pair=0.001, adv=4.019, sprd=0.025]
Ep 032/60 [S2:+mat]:  21%|▊   | 69/333 [01:50<07:05,  1.61s/it, loss=0.703, pair=0.003, adv=4.003, sprd=0.022]
Ep 032/60 [S2:+mat]:  21%|▊   | 70/333 [01:50<06:49,  1.56s/it, loss=0.703, pair=0.003, adv=4.003, sprd=0.022]
Ep 032/60 [S2:+mat]:  21%|▊   | 70/333 [01:52<06:49,  1.56s/it, loss=0.680, pair=0.000, adv=3.287, sprd=0.016]
Ep 032/60 [S2:+mat]:  21%|▊   | 71/333 [01:52<06:58,  1.60s/it, loss=0.680, pair=0.000, adv=3.287, sprd=0.016]
Ep 032/60 [S2:+mat]:  21%|▊   | 71/333 [01:53<06:58,  1.60s/it, loss=0.712, pair=0.003, adv=3.917, sprd=0.022]
Ep 032/60 [S2:+mat]:  22%|▊   | 72/333 [01:53<06:43,  1.55s/it, loss=0.712, pair=0.003, adv=3.917, sprd=0.022]
Ep 032/60 [S2:+mat]:  22%|▊   | 72/333 [01:55<06:43,  1.55s/it, loss=0.703, pair=0.003, adv=3.870, sprd=0.019]
Ep 032/60 [S2:+mat]:  22%|▉   | 73/333 [01:55<06:54,  1.60s/it, loss=0.703, pair=0.003, adv=3.870, sprd=0.019]
Ep 032/60 [S2:+mat]:  22%|▉   | 73/333 [01:56<06:54,  1.60s/it, loss=0.737, pair=0.001, adv=3.583, sprd=0.029]
Ep 032/60 [S2:+mat]:  22%|▉   | 74/333 [01:56<06:45,  1.57s/it, loss=0.737, pair=0.001, adv=3.583, sprd=0.029]
Ep 032/60 [S2:+mat]:  22%|▉   | 74/333 [01:58<06:45,  1.57s/it, loss=0.725, pair=0.023, adv=3.817, sprd=0.023]
Ep 032/60 [S2:+mat]:  23%|▉   | 75/333 [01:58<06:50,  1.59s/it, loss=0.725, pair=0.023, adv=3.817, sprd=0.023]
Ep 032/60 [S2:+mat]:  23%|▉   | 75/333 [01:59<06:50,  1.59s/it, loss=0.705, pair=0.009, adv=3.413, sprd=0.020]
Ep 032/60 [S2:+mat]:  23%|▉   | 76/333 [01:59<05:33,  1.30s/it, loss=0.705, pair=0.009, adv=3.413, sprd=0.020]
Ep 032/60 [S2:+mat]:  23%|▉   | 76/333 [01:59<05:33,  1.30s/it, loss=0.731, pair=0.000, adv=3.648, sprd=0.024]
Ep 032/60 [S2:+mat]:  23%|▉   | 77/333 [01:59<04:52,  1.14s/it, loss=0.731, pair=0.000, adv=3.648, sprd=0.024]
Ep 032/60 [S2:+mat]:  23%|▉   | 77/333 [02:00<04:52,  1.14s/it, loss=0.727, pair=0.003, adv=3.777, sprd=0.024]
Ep 032/60 [S2:+mat]:  23%|▉   | 78/333 [02:00<04:12,  1.01it/s, loss=0.727, pair=0.003, adv=3.777, sprd=0.024]
Ep 032/60 [S2:+mat]:  23%|▉   | 78/333 [02:01<04:12,  1.01it/s, loss=0.701, pair=0.004, adv=3.627, sprd=0.019]
Ep 032/60 [S2:+mat]:  24%|▉   | 79/333 [02:01<03:54,  1.08it/s, loss=0.701, pair=0.004, adv=3.627, sprd=0.019]
Ep 032/60 [S2:+mat]:  24%|▉   | 79/333 [02:01<03:54,  1.08it/s, loss=0.725, pair=0.000, adv=3.507, sprd=0.023]
Ep 032/60 [S2:+mat]:  24%|▉   | 80/333 [02:01<03:30,  1.20it/s, loss=0.725, pair=0.000, adv=3.507, sprd=0.023]
Ep 032/60 [S2:+mat]:  24%|▉   | 80/333 [02:02<03:30,  1.20it/s, loss=0.746, pair=0.003, adv=3.372, sprd=0.030]
Ep 032/60 [S2:+mat]:  24%|▉   | 81/333 [02:02<03:26,  1.22it/s, loss=0.746, pair=0.003, adv=3.372, sprd=0.030]
Ep 032/60 [S2:+mat]:  24%|▉   | 81/333 [02:03<03:26,  1.22it/s, loss=0.692, pair=0.002, adv=3.727, sprd=0.017]
Ep 032/60 [S2:+mat]:  25%|▉   | 82/333 [02:03<03:07,  1.34it/s, loss=0.692, pair=0.002, adv=3.727, sprd=0.017]
Ep 032/60 [S2:+mat]:  25%|▉   | 82/333 [02:04<03:07,  1.34it/s, loss=0.710, pair=0.001, adv=3.565, sprd=0.022]
Ep 032/60 [S2:+mat]:  25%|▉   | 83/333 [02:04<03:12,  1.30it/s, loss=0.710, pair=0.001, adv=3.565, sprd=0.022]
Ep 032/60 [S2:+mat]:  25%|▉   | 83/333 [02:04<03:12,  1.30it/s, loss=0.728, pair=0.001, adv=3.724, sprd=0.026]
Ep 032/60 [S2:+mat]:  25%|█   | 84/333 [02:04<03:00,  1.38it/s, loss=0.728, pair=0.001, adv=3.724, sprd=0.026]
Ep 032/60 [S2:+mat]:  25%|█   | 84/333 [02:05<03:00,  1.38it/s, loss=0.715, pair=0.005, adv=3.733, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 85/333 [02:05<03:07,  1.32it/s, loss=0.715, pair=0.005, adv=3.733, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 85/333 [02:06<03:07,  1.32it/s, loss=0.710, pair=0.002, adv=3.751, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 86/333 [02:06<02:57,  1.39it/s, loss=0.710, pair=0.002, adv=3.751, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 86/333 [02:07<02:57,  1.39it/s, loss=0.721, pair=0.004, adv=3.655, sprd=0.025]
Ep 032/60 [S2:+mat]:  26%|█   | 87/333 [02:07<03:02,  1.35it/s, loss=0.721, pair=0.004, adv=3.655, sprd=0.025]
Ep 032/60 [S2:+mat]:  26%|█   | 87/333 [02:07<03:02,  1.35it/s, loss=0.702, pair=0.001, adv=3.382, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 88/333 [02:07<02:51,  1.42it/s, loss=0.702, pair=0.001, adv=3.382, sprd=0.020]
Ep 032/60 [S2:+mat]:  26%|█   | 88/333 [02:08<02:51,  1.42it/s, loss=0.723, pair=0.005, adv=3.424, sprd=0.025]
Ep 032/60 [S2:+mat]:  27%|█   | 89/333 [02:08<03:05,  1.32it/s, loss=0.723, pair=0.005, adv=3.424, sprd=0.025]
Ep 032/60 [S2:+mat]:  27%|█   | 89/333 [02:09<03:05,  1.32it/s, loss=0.720, pair=0.000, adv=3.723, sprd=0.026]
Ep 032/60 [S2:+mat]:  27%|█   | 90/333 [02:09<02:52,  1.41it/s, loss=0.720, pair=0.000, adv=3.723, sprd=0.026]
Ep 032/60 [S2:+mat]:  27%|█   | 90/333 [02:09<02:52,  1.41it/s, loss=0.719, pair=0.003, adv=3.526, sprd=0.024]
Ep 032/60 [S2:+mat]:  27%|█   | 91/333 [02:09<02:57,  1.36it/s, loss=0.719, pair=0.003, adv=3.526, sprd=0.024]
Ep 032/60 [S2:+mat]:  27%|█   | 91/333 [02:10<02:57,  1.36it/s, loss=0.706, pair=0.004, adv=3.431, sprd=0.022]
Ep 032/60 [S2:+mat]:  28%|█   | 92/333 [02:10<02:46,  1.45it/s, loss=0.706, pair=0.004, adv=3.431, sprd=0.022]
Ep 032/60 [S2:+mat]:  28%|█   | 92/333 [02:11<02:46,  1.45it/s, loss=0.726, pair=0.005, adv=3.844, sprd=0.023]
Ep 032/60 [S2:+mat]:  28%|█   | 93/333 [02:11<02:54,  1.38it/s, loss=0.726, pair=0.005, adv=3.844, sprd=0.023]
Ep 032/60 [S2:+mat]:  28%|█   | 93/333 [02:11<02:54,  1.38it/s, loss=0.738, pair=0.003, adv=3.516, sprd=0.026]
Ep 032/60 [S2:+mat]:  28%|█▏  | 94/333 [02:11<02:45,  1.44it/s, loss=0.738, pair=0.003, adv=3.516, sprd=0.026]
Ep 032/60 [S2:+mat]:  28%|█▏  | 94/333 [02:12<02:45,  1.44it/s, loss=0.726, pair=0.003, adv=3.419, sprd=0.026]
Ep 032/60 [S2:+mat]:  29%|█▏  | 95/333 [02:12<03:03,  1.30it/s, loss=0.726, pair=0.003, adv=3.419, sprd=0.026]
Ep 032/60 [S2:+mat]:  29%|█▏  | 95/333 [02:13<03:03,  1.30it/s, loss=0.735, pair=0.001, adv=3.803, sprd=0.028]
Ep 032/60 [S2:+mat]:  29%|█▏  | 96/333 [02:13<02:51,  1.39it/s, loss=0.735, pair=0.001, adv=3.803, sprd=0.028]
Ep 032/60 [S2:+mat]:  29%|█▏  | 96/333 [02:14<02:51,  1.39it/s, loss=0.723, pair=0.000, adv=3.857, sprd=0.023]
Ep 032/60 [S2:+mat]:  29%|█▏  | 97/333 [02:14<02:56,  1.34it/s, loss=0.723, pair=0.000, adv=3.857, sprd=0.023]
Ep 032/60 [S2:+mat]:  29%|█▏  | 97/333 [02:14<02:56,  1.34it/s, loss=0.732, pair=0.004, adv=3.744, sprd=0.026]
Ep 032/60 [S2:+mat]:  29%|█▏  | 98/333 [02:14<02:45,  1.42it/s, loss=0.732, pair=0.004, adv=3.744, sprd=0.026]
Ep 032/60 [S2:+mat]:  29%|█▏  | 98/333 [02:15<02:45,  1.42it/s, loss=0.732, pair=0.001, adv=3.401, sprd=0.026]
Ep 032/60 [S2:+mat]:  30%|█▏  | 99/333 [02:15<02:52,  1.36it/s, loss=0.732, pair=0.001, adv=3.401, sprd=0.026]
Ep 032/60 [S2:+mat]:  30%|█▏  | 99/333 [02:16<02:52,  1.36it/s, loss=0.707, pair=0.000, adv=3.275, sprd=0.022]
Ep 032/60 [S2:+mat]:  30%|▉  | 100/333 [02:16<02:42,  1.44it/s, loss=0.707, pair=0.000, adv=3.275, sprd=0.022]
Ep 032/60 [S2:+mat]:  30%|▉  | 100/333 [02:17<02:42,  1.44it/s, loss=0.721, pair=0.001, adv=3.756, sprd=0.025]
Ep 032/60 [S2:+mat]:  30%|▉  | 101/333 [02:17<02:50,  1.36it/s, loss=0.721, pair=0.001, adv=3.756, sprd=0.025]
Ep 032/60 [S2:+mat]:  30%|▉  | 101/333 [02:17<02:50,  1.36it/s, loss=0.727, pair=0.004, adv=3.405, sprd=0.025]
Ep 032/60 [S2:+mat]:  31%|▉  | 102/333 [02:17<02:40,  1.44it/s, loss=0.727, pair=0.004, adv=3.405, sprd=0.025]
Ep 032/60 [S2:+mat]:  31%|▉  | 102/333 [02:18<02:40,  1.44it/s, loss=0.725, pair=0.000, adv=3.788, sprd=0.024]
Ep 032/60 [S2:+mat]:  31%|▉  | 103/333 [02:18<02:52,  1.33it/s, loss=0.725, pair=0.000, adv=3.788, sprd=0.024]
Ep 032/60 [S2:+mat]:  31%|▉  | 103/333 [02:19<02:52,  1.33it/s, loss=0.716, pair=0.002, adv=3.963, sprd=0.024]
Ep 032/60 [S2:+mat]:  31%|▉  | 104/333 [02:19<02:40,  1.43it/s, loss=0.716, pair=0.002, adv=3.963, sprd=0.024]
Ep 032/60 [S2:+mat]:  31%|▉  | 104/333 [02:20<02:40,  1.43it/s, loss=0.726, pair=0.003, adv=3.583, sprd=0.024]
Ep 032/60 [S2:+mat]:  32%|▉  | 105/333 [02:20<02:46,  1.37it/s, loss=0.726, pair=0.003, adv=3.583, sprd=0.024]
Ep 032/60 [S2:+mat]:  32%|▉  | 105/333 [02:20<02:46,  1.37it/s, loss=0.740, pair=0.003, adv=3.858, sprd=0.029]
Ep 032/60 [S2:+mat]:  32%|▉  | 106/333 [02:20<02:43,  1.39it/s, loss=0.740, pair=0.003, adv=3.858, sprd=0.029]
Ep 032/60 [S2:+mat]:  32%|▉  | 106/333 [02:21<02:43,  1.39it/s, loss=0.699, pair=0.002, adv=3.576, sprd=0.020]
Ep 032/60 [S2:+mat]:  32%|▉  | 107/333 [02:21<02:51,  1.31it/s, loss=0.699, pair=0.002, adv=3.576, sprd=0.020]
Ep 032/60 [S2:+mat]:  32%|▉  | 107/333 [02:22<02:51,  1.31it/s, loss=0.729, pair=0.000, adv=4.390, sprd=0.027]
Ep 032/60 [S2:+mat]:  32%|▉  | 108/333 [02:22<02:46,  1.35it/s, loss=0.729, pair=0.000, adv=4.390, sprd=0.027]
Ep 032/60 [S2:+mat]:  32%|▉  | 108/333 [02:23<02:46,  1.35it/s, loss=0.701, pair=0.000, adv=3.680, sprd=0.020]
Ep 032/60 [S2:+mat]:  33%|▉  | 109/333 [02:23<02:59,  1.25it/s, loss=0.701, pair=0.000, adv=3.680, sprd=0.020]
Ep 032/60 [S2:+mat]:  33%|▉  | 109/333 [02:23<02:59,  1.25it/s, loss=0.722, pair=0.000, adv=3.800, sprd=0.025]
Ep 032/60 [S2:+mat]:  33%|▉  | 110/333 [02:23<02:50,  1.30it/s, loss=0.722, pair=0.000, adv=3.800, sprd=0.025]
Ep 032/60 [S2:+mat]:  33%|▉  | 110/333 [02:24<02:50,  1.30it/s, loss=0.728, pair=0.007, adv=4.064, sprd=0.025]
Ep 032/60 [S2:+mat]:  33%|█  | 111/333 [02:24<03:03,  1.21it/s, loss=0.728, pair=0.007, adv=4.064, sprd=0.025]
Ep 032/60 [S2:+mat]:  33%|█  | 111/333 [02:25<03:03,  1.21it/s, loss=0.748, pair=0.003, adv=3.639, sprd=0.030]
Ep 032/60 [S2:+mat]:  34%|█  | 112/333 [02:25<02:54,  1.27it/s, loss=0.748, pair=0.003, adv=3.639, sprd=0.030]
Ep 032/60 [S2:+mat]:  34%|█  | 112/333 [02:26<02:54,  1.27it/s, loss=0.690, pair=0.000, adv=3.777, sprd=0.015]
Ep 032/60 [S2:+mat]:  34%|█  | 113/333 [02:26<03:03,  1.20it/s, loss=0.690, pair=0.000, adv=3.777, sprd=0.015]
Ep 032/60 [S2:+mat]:  34%|█  | 113/333 [02:27<03:03,  1.20it/s, loss=0.740, pair=0.000, adv=4.024, sprd=0.030]
Ep 032/60 [S2:+mat]:  34%|█  | 114/333 [02:27<02:55,  1.25it/s, loss=0.740, pair=0.000, adv=4.024, sprd=0.030]
Ep 032/60 [S2:+mat]:  34%|█  | 114/333 [02:28<02:55,  1.25it/s, loss=0.716, pair=0.004, adv=3.710, sprd=0.024]
Ep 032/60 [S2:+mat]:  35%|█  | 115/333 [02:28<03:03,  1.19it/s, loss=0.716, pair=0.004, adv=3.710, sprd=0.024]
Ep 032/60 [S2:+mat]:  35%|█  | 115/333 [02:28<03:03,  1.19it/s, loss=0.731, pair=0.003, adv=3.613, sprd=0.027]
Ep 032/60 [S2:+mat]:  35%|█  | 116/333 [02:28<02:53,  1.25it/s, loss=0.731, pair=0.003, adv=3.613, sprd=0.027]
Ep 032/60 [S2:+mat]:  35%|█  | 116/333 [02:29<02:53,  1.25it/s, loss=0.718, pair=0.004, adv=3.932, sprd=0.022]
Ep 032/60 [S2:+mat]:  35%|█  | 117/333 [02:29<02:55,  1.23it/s, loss=0.718, pair=0.004, adv=3.932, sprd=0.022]
Ep 032/60 [S2:+mat]:  35%|█  | 117/333 [02:30<02:55,  1.23it/s, loss=0.710, pair=0.002, adv=3.911, sprd=0.024]
Ep 032/60 [S2:+mat]:  35%|█  | 118/333 [02:30<02:46,  1.29it/s, loss=0.710, pair=0.002, adv=3.911, sprd=0.024]
Ep 032/60 [S2:+mat]:  35%|█  | 118/333 [02:31<02:46,  1.29it/s, loss=0.703, pair=0.000, adv=3.642, sprd=0.020]
Ep 032/60 [S2:+mat]:  36%|█  | 119/333 [02:31<02:48,  1.27it/s, loss=0.703, pair=0.000, adv=3.642, sprd=0.020]
Ep 032/60 [S2:+mat]:  36%|█  | 119/333 [02:31<02:48,  1.27it/s, loss=0.714, pair=0.001, adv=3.498, sprd=0.024]
Ep 032/60 [S2:+mat]:  36%|█  | 120/333 [02:31<02:40,  1.32it/s, loss=0.714, pair=0.001, adv=3.498, sprd=0.024]
Ep 032/60 [S2:+mat]:  36%|█  | 120/333 [02:32<02:40,  1.32it/s, loss=0.714, pair=0.001, adv=3.943, sprd=0.022]
Ep 032/60 [S2:+mat]:  36%|█  | 121/333 [02:32<02:45,  1.28it/s, loss=0.714, pair=0.001, adv=3.943, sprd=0.022]
Ep 032/60 [S2:+mat]:  36%|█  | 121/333 [02:33<02:45,  1.28it/s, loss=0.707, pair=0.004, adv=3.667, sprd=0.020]
Ep 032/60 [S2:+mat]:  37%|█  | 122/333 [02:33<02:36,  1.35it/s, loss=0.707, pair=0.004, adv=3.667, sprd=0.020]
Ep 032/60 [S2:+mat]:  37%|█  | 122/333 [02:34<02:36,  1.35it/s, loss=0.725, pair=0.005, adv=3.697, sprd=0.024]
Ep 032/60 [S2:+mat]:  37%|█  | 123/333 [02:34<02:41,  1.30it/s, loss=0.725, pair=0.005, adv=3.697, sprd=0.024]
Ep 032/60 [S2:+mat]:  37%|█  | 123/333 [02:34<02:41,  1.30it/s, loss=0.733, pair=0.004, adv=3.561, sprd=0.026]
Ep 032/60 [S2:+mat]:  37%|█  | 124/333 [02:34<02:34,  1.35it/s, loss=0.733, pair=0.004, adv=3.561, sprd=0.026]
Ep 032/60 [S2:+mat]:  37%|█  | 124/333 [02:35<02:34,  1.35it/s, loss=0.728, pair=0.003, adv=3.656, sprd=0.025]
Ep 032/60 [S2:+mat]:  38%|█▏ | 125/333 [02:35<02:42,  1.28it/s, loss=0.728, pair=0.003, adv=3.656, sprd=0.025]
Ep 032/60 [S2:+mat]:  38%|█▏ | 125/333 [02:36<02:42,  1.28it/s, loss=0.715, pair=0.001, adv=4.215, sprd=0.021]
Ep 032/60 [S2:+mat]:  38%|█▏ | 126/333 [02:36<02:34,  1.34it/s, loss=0.715, pair=0.001, adv=4.215, sprd=0.021]
Ep 032/60 [S2:+mat]:  38%|█▏ | 126/333 [02:37<02:34,  1.34it/s, loss=0.829, pair=0.005, adv=3.516, sprd=0.030]
Ep 032/60 [S2:+mat]:  38%|█▏ | 127/333 [02:37<02:42,  1.27it/s, loss=0.829, pair=0.005, adv=3.516, sprd=0.030]
Ep 032/60 [S2:+mat]:  38%|█▏ | 127/333 [02:38<02:42,  1.27it/s, loss=0.746, pair=0.002, adv=3.613, sprd=0.028]
Ep 032/60 [S2:+mat]:  38%|█▏ | 128/333 [02:38<02:36,  1.31it/s, loss=0.746, pair=0.002, adv=3.613, sprd=0.028]
Ep 032/60 [S2:+mat]:  38%|█▏ | 128/333 [02:38<02:36,  1.31it/s, loss=0.726, pair=0.014, adv=3.631, sprd=0.024]
Ep 032/60 [S2:+mat]:  39%|█▏ | 129/333 [02:38<02:45,  1.23it/s, loss=0.726, pair=0.014, adv=3.631, sprd=0.024]
Ep 032/60 [S2:+mat]:  39%|█▏ | 129/333 [02:39<02:45,  1.23it/s, loss=0.715, pair=0.004, adv=3.651, sprd=0.022]
Ep 032/60 [S2:+mat]:  39%|█▏ | 130/333 [02:39<02:35,  1.31it/s, loss=0.715, pair=0.004, adv=3.651, sprd=0.022]
Ep 032/60 [S2:+mat]:  39%|█▏ | 130/333 [02:40<02:35,  1.31it/s, loss=0.743, pair=0.013, adv=3.559, sprd=0.028]
Ep 032/60 [S2:+mat]:  39%|█▏ | 131/333 [02:40<02:41,  1.25it/s, loss=0.743, pair=0.013, adv=3.559, sprd=0.028]
Ep 032/60 [S2:+mat]:  39%|█▏ | 131/333 [02:41<02:41,  1.25it/s, loss=0.723, pair=0.004, adv=3.663, sprd=0.024]
Ep 032/60 [S2:+mat]:  40%|█▏ | 132/333 [02:41<02:32,  1.31it/s, loss=0.723, pair=0.004, adv=3.663, sprd=0.024]
Ep 032/60 [S2:+mat]:  40%|█▏ | 132/333 [02:42<02:32,  1.31it/s, loss=0.723, pair=0.007, adv=3.736, sprd=0.024]
Ep 032/60 [S2:+mat]:  40%|█▏ | 133/333 [02:42<02:39,  1.25it/s, loss=0.723, pair=0.007, adv=3.736, sprd=0.024]
Ep 032/60 [S2:+mat]:  40%|█▏ | 133/333 [02:42<02:39,  1.25it/s, loss=0.732, pair=0.004, adv=3.965, sprd=0.026]
Ep 032/60 [S2:+mat]:  40%|█▏ | 134/333 [02:42<02:33,  1.30it/s, loss=0.732, pair=0.004, adv=3.965, sprd=0.026]
Ep 032/60 [S2:+mat]:  40%|█▏ | 134/333 [02:43<02:33,  1.30it/s, loss=0.744, pair=0.001, adv=3.719, sprd=0.030]
Ep 032/60 [S2:+mat]:  41%|█▏ | 135/333 [02:43<02:38,  1.25it/s, loss=0.744, pair=0.001, adv=3.719, sprd=0.030]
Ep 032/60 [S2:+mat]:  41%|█▏ | 135/333 [02:44<02:38,  1.25it/s, loss=0.723, pair=0.004, adv=3.876, sprd=0.026]
Ep 032/60 [S2:+mat]:  41%|█▏ | 136/333 [02:44<02:30,  1.31it/s, loss=0.723, pair=0.004, adv=3.876, sprd=0.026]
Ep 032/60 [S2:+mat]:  41%|█▏ | 136/333 [02:45<02:30,  1.31it/s, loss=0.726, pair=0.001, adv=3.711, sprd=0.023]
Ep 032/60 [S2:+mat]:  41%|█▏ | 137/333 [02:45<02:36,  1.25it/s, loss=0.726, pair=0.001, adv=3.711, sprd=0.023]
Ep 032/60 [S2:+mat]:  41%|█▏ | 137/333 [02:45<02:36,  1.25it/s, loss=0.733, pair=0.010, adv=3.866, sprd=0.027]
Ep 032/60 [S2:+mat]:  41%|█▏ | 138/333 [02:45<02:28,  1.31it/s, loss=0.733, pair=0.010, adv=3.866, sprd=0.027]
Ep 032/60 [S2:+mat]:  41%|█▏ | 138/333 [02:46<02:28,  1.31it/s, loss=0.715, pair=0.012, adv=3.790, sprd=0.021]
Ep 032/60 [S2:+mat]:  42%|█▎ | 139/333 [02:46<02:38,  1.22it/s, loss=0.715, pair=0.012, adv=3.790, sprd=0.021]
Ep 032/60 [S2:+mat]:  42%|█▎ | 139/333 [02:47<02:38,  1.22it/s, loss=0.720, pair=0.003, adv=3.830, sprd=0.024]
Ep 032/60 [S2:+mat]:  42%|█▎ | 140/333 [02:47<02:29,  1.29it/s, loss=0.720, pair=0.003, adv=3.830, sprd=0.024]
Ep 032/60 [S2:+mat]:  42%|█▎ | 140/333 [02:48<02:29,  1.29it/s, loss=0.719, pair=0.002, adv=3.645, sprd=0.021]
Ep 032/60 [S2:+mat]:  42%|█▎ | 141/333 [02:48<02:38,  1.21it/s, loss=0.719, pair=0.002, adv=3.645, sprd=0.021]
Ep 032/60 [S2:+mat]:  42%|█▎ | 141/333 [02:49<02:38,  1.21it/s, loss=0.712, pair=0.007, adv=3.647, sprd=0.022]
Ep 032/60 [S2:+mat]:  43%|█▎ | 142/333 [02:49<02:24,  1.32it/s, loss=0.712, pair=0.007, adv=3.647, sprd=0.022]
Ep 032/60 [S2:+mat]:  43%|█▎ | 142/333 [02:49<02:24,  1.32it/s, loss=0.735, pair=0.005, adv=4.100, sprd=0.027]
Ep 032/60 [S2:+mat]:  43%|█▎ | 143/333 [02:49<02:26,  1.30it/s, loss=0.735, pair=0.005, adv=4.100, sprd=0.027]
Ep 032/60 [S2:+mat]:  43%|█▎ | 143/333 [02:50<02:26,  1.30it/s, loss=0.729, pair=0.010, adv=3.708, sprd=0.023]
Ep 032/60 [S2:+mat]:  43%|█▎ | 144/333 [02:50<02:15,  1.39it/s, loss=0.729, pair=0.010, adv=3.708, sprd=0.023]
Ep 032/60 [S2:+mat]:  43%|█▎ | 144/333 [02:51<02:15,  1.39it/s, loss=0.708, pair=0.002, adv=3.375, sprd=0.021]
Ep 032/60 [S2:+mat]:  44%|█▎ | 145/333 [02:51<02:16,  1.37it/s, loss=0.708, pair=0.002, adv=3.375, sprd=0.021]
Ep 032/60 [S2:+mat]:  44%|█▎ | 145/333 [02:51<02:16,  1.37it/s, loss=0.712, pair=0.005, adv=3.861, sprd=0.022]
Ep 032/60 [S2:+mat]:  44%|█▎ | 146/333 [02:51<02:08,  1.46it/s, loss=0.712, pair=0.005, adv=3.861, sprd=0.022]
Ep 032/60 [S2:+mat]:  44%|█▎ | 146/333 [02:52<02:08,  1.46it/s, loss=0.704, pair=0.008, adv=3.555, sprd=0.019]
Ep 032/60 [S2:+mat]:  44%|█▎ | 147/333 [02:52<02:18,  1.34it/s, loss=0.704, pair=0.008, adv=3.555, sprd=0.019]
Ep 032/60 [S2:+mat]:  44%|█▎ | 147/333 [02:53<02:18,  1.34it/s, loss=0.734, pair=0.001, adv=3.963, sprd=0.028]
Ep 032/60 [S2:+mat]:  44%|█▎ | 148/333 [02:53<02:36,  1.18it/s, loss=0.734, pair=0.001, adv=3.963, sprd=0.028]
Ep 032/60 [S2:+mat]:  44%|█▎ | 148/333 [02:55<02:36,  1.18it/s, loss=0.714, pair=0.004, adv=3.927, sprd=0.022]
Ep 032/60 [S2:+mat]:  45%|█▎ | 149/333 [02:55<03:04,  1.00s/it, loss=0.714, pair=0.004, adv=3.927, sprd=0.022]
Ep 032/60 [S2:+mat]:  45%|█▎ | 149/333 [02:55<03:04,  1.00s/it, loss=0.719, pair=0.013, adv=3.981, sprd=0.021]
Ep 032/60 [S2:+mat]:  45%|█▎ | 150/333 [02:55<02:56,  1.04it/s, loss=0.719, pair=0.013, adv=3.981, sprd=0.021]
Ep 032/60 [S2:+mat]:  45%|█▎ | 150/333 [02:57<02:56,  1.04it/s, loss=0.731, pair=0.009, adv=3.355, sprd=0.026]
Ep 032/60 [S2:+mat]:  45%|█▎ | 151/333 [02:57<03:06,  1.03s/it, loss=0.731, pair=0.009, adv=3.355, sprd=0.026]
Ep 032/60 [S2:+mat]:  45%|█▎ | 151/333 [02:58<03:06,  1.03s/it, loss=0.730, pair=0.006, adv=3.522, sprd=0.025]
Ep 032/60 [S2:+mat]:  46%|█▎ | 152/333 [02:58<03:02,  1.01s/it, loss=0.730, pair=0.006, adv=3.522, sprd=0.025]
Ep 032/60 [S2:+mat]:  46%|█▎ | 152/333 [02:59<03:02,  1.01s/it, loss=0.783, pair=0.130, adv=3.528, sprd=0.028]
Ep 032/60 [S2:+mat]:  46%|█▍ | 153/333 [02:59<03:11,  1.07s/it, loss=0.783, pair=0.130, adv=3.528, sprd=0.028]
Ep 032/60 [S2:+mat]:  46%|█▍ | 153/333 [03:00<03:11,  1.07s/it, loss=0.716, pair=0.004, adv=3.714, sprd=0.020]
Ep 032/60 [S2:+mat]:  46%|█▍ | 154/333 [03:00<03:04,  1.03s/it, loss=0.716, pair=0.004, adv=3.714, sprd=0.020]
Ep 032/60 [S2:+mat]:  46%|█▍ | 154/333 [03:01<03:04,  1.03s/it, loss=0.710, pair=0.008, adv=3.458, sprd=0.021]
Ep 032/60 [S2:+mat]:  47%|█▍ | 155/333 [03:01<03:08,  1.06s/it, loss=0.710, pair=0.008, adv=3.458, sprd=0.021]
Ep 032/60 [S2:+mat]:  47%|█▍ | 155/333 [03:02<03:08,  1.06s/it, loss=0.730, pair=0.006, adv=3.777, sprd=0.026]
Ep 032/60 [S2:+mat]:  47%|█▍ | 156/333 [03:02<03:01,  1.02s/it, loss=0.730, pair=0.006, adv=3.777, sprd=0.026]
Ep 032/60 [S2:+mat]:  47%|█▍ | 156/333 [03:03<03:01,  1.02s/it, loss=1.136, pair=1.440, adv=3.430, sprd=0.020]
Ep 032/60 [S2:+mat]:  47%|█▍ | 157/333 [03:03<03:06,  1.06s/it, loss=1.136, pair=1.440, adv=3.430, sprd=0.020]
Ep 032/60 [S2:+mat]:  47%|█▍ | 157/333 [03:04<03:06,  1.06s/it, loss=0.728, pair=0.001, adv=3.637, sprd=0.023]
Ep 032/60 [S2:+mat]:  47%|█▍ | 158/333 [03:04<03:01,  1.04s/it, loss=0.728, pair=0.001, adv=3.637, sprd=0.023]
Ep 032/60 [S2:+mat]:  47%|█▍ | 158/333 [03:05<03:01,  1.04s/it, loss=0.729, pair=0.000, adv=3.874, sprd=0.025]
Ep 032/60 [S2:+mat]:  48%|█▍ | 159/333 [03:05<03:09,  1.09s/it, loss=0.729, pair=0.000, adv=3.874, sprd=0.025]
Ep 032/60 [S2:+mat]:  48%|█▍ | 159/333 [03:06<03:09,  1.09s/it, loss=0.708, pair=0.006, adv=3.508, sprd=0.020]
Ep 032/60 [S2:+mat]:  48%|█▍ | 160/333 [03:06<02:59,  1.04s/it, loss=0.708, pair=0.006, adv=3.508, sprd=0.020]
Ep 032/60 [S2:+mat]:  48%|█▍ | 160/333 [03:07<02:59,  1.04s/it, loss=0.709, pair=0.005, adv=3.636, sprd=0.020]
Ep 032/60 [S2:+mat]:  48%|█▍ | 161/333 [03:07<03:00,  1.05s/it, loss=0.709, pair=0.005, adv=3.636, sprd=0.020]
Ep 032/60 [S2:+mat]:  48%|█▍ | 161/333 [03:08<03:00,  1.05s/it, loss=0.712, pair=0.002, adv=3.743, sprd=0.023]
Ep 032/60 [S2:+mat]:  49%|█▍ | 162/333 [03:08<02:53,  1.01s/it, loss=0.712, pair=0.002, adv=3.743, sprd=0.023]
Ep 032/60 [S2:+mat]:  49%|█▍ | 162/333 [03:09<02:53,  1.01s/it, loss=0.716, pair=0.002, adv=3.627, sprd=0.022]
Ep 032/60 [S2:+mat]:  49%|█▍ | 163/333 [03:09<03:03,  1.08s/it, loss=0.716, pair=0.002, adv=3.627, sprd=0.022]
Ep 032/60 [S2:+mat]:  49%|█▍ | 163/333 [03:10<03:03,  1.08s/it, loss=0.728, pair=0.004, adv=3.616, sprd=0.025]
Ep 032/60 [S2:+mat]:  49%|█▍ | 164/333 [03:10<02:56,  1.04s/it, loss=0.728, pair=0.004, adv=3.616, sprd=0.025]
Ep 032/60 [S2:+mat]:  49%|█▍ | 164/333 [03:11<02:56,  1.04s/it, loss=0.792, pair=0.004, adv=3.419, sprd=0.020]
Ep 032/60 [S2:+mat]:  50%|█▍ | 165/333 [03:11<02:58,  1.06s/it, loss=0.792, pair=0.004, adv=3.419, sprd=0.020]
Ep 032/60 [S2:+mat]:  50%|█▍ | 165/333 [03:12<02:58,  1.06s/it, loss=0.693, pair=0.007, adv=3.451, sprd=0.017]
Ep 032/60 [S2:+mat]:  50%|█▍ | 166/333 [03:12<02:47,  1.00s/it, loss=0.693, pair=0.007, adv=3.451, sprd=0.017]
Ep 032/60 [S2:+mat]:  50%|█▍ | 166/333 [03:13<02:47,  1.00s/it, loss=0.811, pair=0.006, adv=3.974, sprd=0.026]
Ep 032/60 [S2:+mat]:  50%|█▌ | 167/333 [03:13<02:52,  1.04s/it, loss=0.811, pair=0.006, adv=3.974, sprd=0.026]
Ep 032/60 [S2:+mat]:  50%|█▌ | 167/333 [03:14<02:52,  1.04s/it, loss=0.735, pair=0.008, adv=3.460, sprd=0.028]
Ep 032/60 [S2:+mat]:  50%|█▌ | 168/333 [03:14<02:46,  1.01s/it, loss=0.735, pair=0.008, adv=3.460, sprd=0.028]
Ep 032/60 [S2:+mat]:  50%|█▌ | 168/333 [03:15<02:46,  1.01s/it, loss=0.702, pair=0.007, adv=3.985, sprd=0.018]
Ep 032/60 [S2:+mat]:  51%|█▌ | 169/333 [03:15<02:52,  1.05s/it, loss=0.702, pair=0.007, adv=3.985, sprd=0.018]
Ep 032/60 [S2:+mat]:  51%|█▌ | 169/333 [03:16<02:52,  1.05s/it, loss=0.708, pair=0.004, adv=3.958, sprd=0.020]
Ep 032/60 [S2:+mat]:  51%|█▌ | 170/333 [03:16<02:42,  1.00it/s, loss=0.708, pair=0.004, adv=3.958, sprd=0.020]
Ep 032/60 [S2:+mat]:  51%|█▌ | 170/333 [03:17<02:42,  1.00it/s, loss=0.713, pair=0.004, adv=3.593, sprd=0.021]
Ep 032/60 [S2:+mat]:  51%|█▌ | 171/333 [03:17<02:46,  1.03s/it, loss=0.713, pair=0.004, adv=3.593, sprd=0.021]
Ep 032/60 [S2:+mat]:  51%|█▌ | 171/333 [03:18<02:46,  1.03s/it, loss=0.755, pair=0.012, adv=3.791, sprd=0.032]
Ep 032/60 [S2:+mat]:  52%|█▌ | 172/333 [03:18<02:43,  1.02s/it, loss=0.755, pair=0.012, adv=3.791, sprd=0.032]
Ep 032/60 [S2:+mat]:  52%|█▌ | 172/333 [03:20<02:43,  1.02s/it, loss=0.711, pair=0.007, adv=3.565, sprd=0.021]
Ep 032/60 [S2:+mat]:  52%|█▌ | 173/333 [03:20<02:49,  1.06s/it, loss=0.711, pair=0.007, adv=3.565, sprd=0.021]
Ep 032/60 [S2:+mat]:  52%|█▌ | 173/333 [03:20<02:49,  1.06s/it, loss=0.722, pair=0.007, adv=3.836, sprd=0.023]
Ep 032/60 [S2:+mat]:  52%|█▌ | 174/333 [03:20<02:41,  1.01s/it, loss=0.722, pair=0.007, adv=3.836, sprd=0.023]
Ep 032/60 [S2:+mat]:  52%|█▌ | 174/333 [03:22<02:41,  1.01s/it, loss=0.799, pair=0.008, adv=3.643, sprd=0.022]
Ep 032/60 [S2:+mat]:  53%|█▌ | 175/333 [03:22<02:47,  1.06s/it, loss=0.799, pair=0.008, adv=3.643, sprd=0.022]
Ep 032/60 [S2:+mat]:  53%|█▌ | 175/333 [03:23<02:47,  1.06s/it, loss=0.724, pair=0.017, adv=3.559, sprd=0.025]
Ep 032/60 [S2:+mat]:  53%|█▌ | 176/333 [03:23<02:39,  1.02s/it, loss=0.724, pair=0.017, adv=3.559, sprd=0.025]
Ep 032/60 [S2:+mat]:  53%|█▌ | 176/333 [03:24<02:39,  1.02s/it, loss=0.721, pair=0.005, adv=3.481, sprd=0.021]
Ep 032/60 [S2:+mat]:  53%|█▌ | 177/333 [03:24<02:43,  1.05s/it, loss=0.721, pair=0.005, adv=3.481, sprd=0.021]
Ep 032/60 [S2:+mat]:  53%|█▌ | 177/333 [03:25<02:43,  1.05s/it, loss=0.704, pair=0.001, adv=3.773, sprd=0.021]
Ep 032/60 [S2:+mat]:  53%|█▌ | 178/333 [03:25<02:36,  1.01s/it, loss=0.704, pair=0.001, adv=3.773, sprd=0.021]
Ep 032/60 [S2:+mat]:  53%|█▌ | 178/333 [03:26<02:36,  1.01s/it, loss=0.729, pair=0.008, adv=3.622, sprd=0.025]
Ep 032/60 [S2:+mat]:  54%|█▌ | 179/333 [03:26<02:44,  1.07s/it, loss=0.729, pair=0.008, adv=3.622, sprd=0.025]
Ep 032/60 [S2:+mat]:  54%|█▌ | 179/333 [03:27<02:44,  1.07s/it, loss=0.716, pair=0.004, adv=3.523, sprd=0.020]
Ep 032/60 [S2:+mat]:  54%|█▌ | 180/333 [03:27<02:36,  1.02s/it, loss=0.716, pair=0.004, adv=3.523, sprd=0.020]
Ep 032/60 [S2:+mat]:  54%|█▌ | 180/333 [03:28<02:36,  1.02s/it, loss=0.740, pair=0.003, adv=3.624, sprd=0.028]
Ep 032/60 [S2:+mat]:  54%|█▋ | 181/333 [03:28<02:44,  1.09s/it, loss=0.740, pair=0.003, adv=3.624, sprd=0.028]
Ep 032/60 [S2:+mat]:  54%|█▋ | 181/333 [03:29<02:44,  1.09s/it, loss=0.710, pair=0.010, adv=3.208, sprd=0.021]
Ep 032/60 [S2:+mat]:  55%|█▋ | 182/333 [03:29<02:35,  1.03s/it, loss=0.710, pair=0.010, adv=3.208, sprd=0.021]
Ep 032/60 [S2:+mat]:  55%|█▋ | 182/333 [03:30<02:35,  1.03s/it, loss=0.712, pair=0.000, adv=3.513, sprd=0.022]
Ep 032/60 [S2:+mat]:  55%|█▋ | 183/333 [03:30<02:38,  1.06s/it, loss=0.712, pair=0.000, adv=3.513, sprd=0.022]
Ep 032/60 [S2:+mat]:  55%|█▋ | 183/333 [03:31<02:38,  1.06s/it, loss=0.722, pair=0.001, adv=3.514, sprd=0.025]
Ep 032/60 [S2:+mat]:  55%|█▋ | 184/333 [03:31<02:31,  1.02s/it, loss=0.722, pair=0.001, adv=3.514, sprd=0.025]
Ep 032/60 [S2:+mat]:  55%|█▋ | 184/333 [03:32<02:31,  1.02s/it, loss=0.696, pair=0.003, adv=3.966, sprd=0.018]
Ep 032/60 [S2:+mat]:  56%|█▋ | 185/333 [03:32<02:35,  1.05s/it, loss=0.696, pair=0.003, adv=3.966, sprd=0.018]
Ep 032/60 [S2:+mat]:  56%|█▋ | 185/333 [03:33<02:35,  1.05s/it, loss=0.714, pair=0.002, adv=3.445, sprd=0.023]
Ep 032/60 [S2:+mat]:  56%|█▋ | 186/333 [03:33<02:29,  1.02s/it, loss=0.714, pair=0.002, adv=3.445, sprd=0.023]
Ep 032/60 [S2:+mat]:  56%|█▋ | 186/333 [03:34<02:29,  1.02s/it, loss=0.716, pair=0.001, adv=3.517, sprd=0.023]
Ep 032/60 [S2:+mat]:  56%|█▋ | 187/333 [03:34<02:36,  1.07s/it, loss=0.716, pair=0.001, adv=3.517, sprd=0.023]
Ep 032/60 [S2:+mat]:  56%|█▋ | 187/333 [03:35<02:36,  1.07s/it, loss=0.705, pair=0.002, adv=3.361, sprd=0.021]
Ep 032/60 [S2:+mat]:  56%|█▋ | 188/333 [03:35<02:27,  1.02s/it, loss=0.705, pair=0.002, adv=3.361, sprd=0.021]
Ep 032/60 [S2:+mat]:  56%|█▋ | 188/333 [03:36<02:27,  1.02s/it, loss=0.753, pair=0.013, adv=3.990, sprd=0.031]
Ep 032/60 [S2:+mat]:  57%|█▋ | 189/333 [03:36<02:32,  1.06s/it, loss=0.753, pair=0.013, adv=3.990, sprd=0.031]
Ep 032/60 [S2:+mat]:  57%|█▋ | 189/333 [03:37<02:32,  1.06s/it, loss=0.740, pair=0.003, adv=3.689, sprd=0.029]
Ep 032/60 [S2:+mat]:  57%|█▋ | 190/333 [03:37<02:27,  1.03s/it, loss=0.740, pair=0.003, adv=3.689, sprd=0.029]
Ep 032/60 [S2:+mat]:  57%|█▋ | 190/333 [03:38<02:27,  1.03s/it, loss=0.730, pair=0.015, adv=3.497, sprd=0.026]
Ep 032/60 [S2:+mat]:  57%|█▋ | 191/333 [03:38<02:28,  1.05s/it, loss=0.730, pair=0.015, adv=3.497, sprd=0.026]
Ep 032/60 [S2:+mat]:  57%|█▋ | 191/333 [03:39<02:28,  1.05s/it, loss=0.743, pair=0.000, adv=3.921, sprd=0.031]
Ep 032/60 [S2:+mat]:  58%|█▋ | 192/333 [03:39<02:25,  1.03s/it, loss=0.743, pair=0.000, adv=3.921, sprd=0.031]
Ep 032/60 [S2:+mat]:  58%|█▋ | 192/333 [03:41<02:25,  1.03s/it, loss=0.738, pair=0.000, adv=3.626, sprd=0.028]
Ep 032/60 [S2:+mat]:  58%|█▋ | 193/333 [03:41<02:34,  1.10s/it, loss=0.738, pair=0.000, adv=3.626, sprd=0.028]
Ep 032/60 [S2:+mat]:  58%|█▋ | 193/333 [03:41<02:34,  1.10s/it, loss=0.721, pair=0.005, adv=4.092, sprd=0.023]
Ep 032/60 [S2:+mat]:  58%|█▋ | 194/333 [03:41<02:25,  1.05s/it, loss=0.721, pair=0.005, adv=4.092, sprd=0.023]
Ep 032/60 [S2:+mat]:  58%|█▋ | 194/333 [03:43<02:25,  1.05s/it, loss=0.814, pair=0.000, adv=3.447, sprd=0.029]
Ep 032/60 [S2:+mat]:  59%|█▊ | 195/333 [03:43<02:29,  1.08s/it, loss=0.814, pair=0.000, adv=3.447, sprd=0.029]
Ep 032/60 [S2:+mat]:  59%|█▊ | 195/333 [03:43<02:29,  1.08s/it, loss=0.697, pair=0.001, adv=3.919, sprd=0.019]
Ep 032/60 [S2:+mat]:  59%|█▊ | 196/333 [03:43<02:19,  1.02s/it, loss=0.697, pair=0.001, adv=3.919, sprd=0.019]
Ep 032/60 [S2:+mat]:  59%|█▊ | 196/333 [03:45<02:19,  1.02s/it, loss=0.808, pair=0.008, adv=3.876, sprd=0.027]
Ep 032/60 [S2:+mat]:  59%|█▊ | 197/333 [03:45<02:23,  1.06s/it, loss=0.808, pair=0.008, adv=3.876, sprd=0.027]
Ep 032/60 [S2:+mat]:  59%|█▊ | 197/333 [03:46<02:23,  1.06s/it, loss=0.725, pair=0.004, adv=3.696, sprd=0.023]
Ep 032/60 [S2:+mat]:  59%|█▊ | 198/333 [03:46<02:18,  1.02s/it, loss=0.725, pair=0.004, adv=3.696, sprd=0.023]
Ep 032/60 [S2:+mat]:  59%|█▊ | 198/333 [03:47<02:18,  1.02s/it, loss=0.720, pair=0.004, adv=3.732, sprd=0.021]
Ep 032/60 [S2:+mat]:  60%|█▊ | 199/333 [03:47<02:22,  1.06s/it, loss=0.720, pair=0.004, adv=3.732, sprd=0.021]
Ep 032/60 [S2:+mat]:  60%|█▊ | 199/333 [03:48<02:22,  1.06s/it, loss=0.713, pair=0.001, adv=3.653, sprd=0.021]
Ep 032/60 [S2:+mat]:  60%|█▊ | 200/333 [03:48<02:15,  1.02s/it, loss=0.713, pair=0.001, adv=3.653, sprd=0.021]
Ep 032/60 [S2:+mat]:  60%|█▊ | 200/333 [03:49<02:15,  1.02s/it, loss=0.709, pair=0.000, adv=3.733, sprd=0.017]
Ep 032/60 [S2:+mat]:  60%|█▊ | 201/333 [03:49<02:19,  1.06s/it, loss=0.709, pair=0.000, adv=3.733, sprd=0.017]
Ep 032/60 [S2:+mat]:  60%|█▊ | 201/333 [03:50<02:19,  1.06s/it, loss=0.705, pair=0.000, adv=3.880, sprd=0.020]
Ep 032/60 [S2:+mat]:  61%|█▊ | 202/333 [03:50<02:13,  1.02s/it, loss=0.705, pair=0.000, adv=3.880, sprd=0.020]
Ep 032/60 [S2:+mat]:  61%|█▊ | 202/333 [03:51<02:13,  1.02s/it, loss=0.723, pair=0.000, adv=3.936, sprd=0.024]
Ep 032/60 [S2:+mat]:  61%|█▊ | 203/333 [03:51<02:19,  1.07s/it, loss=0.723, pair=0.000, adv=3.936, sprd=0.024]
Ep 032/60 [S2:+mat]:  61%|█▊ | 203/333 [03:52<02:19,  1.07s/it, loss=0.707, pair=0.007, adv=4.101, sprd=0.018]
Ep 032/60 [S2:+mat]:  61%|█▊ | 204/333 [03:52<02:12,  1.03s/it, loss=0.707, pair=0.007, adv=4.101, sprd=0.018]
Ep 032/60 [S2:+mat]:  61%|█▊ | 204/333 [03:53<02:12,  1.03s/it, loss=0.707, pair=0.007, adv=3.363, sprd=0.019]
Ep 032/60 [S2:+mat]:  62%|█▊ | 205/333 [03:53<02:15,  1.06s/it, loss=0.707, pair=0.007, adv=3.363, sprd=0.019]
Ep 032/60 [S2:+mat]:  62%|█▊ | 205/333 [03:54<02:15,  1.06s/it, loss=0.730, pair=0.005, adv=3.718, sprd=0.026]
Ep 032/60 [S2:+mat]:  62%|█▊ | 206/333 [03:54<02:11,  1.04s/it, loss=0.730, pair=0.005, adv=3.718, sprd=0.026]
Ep 032/60 [S2:+mat]:  62%|█▊ | 206/333 [03:55<02:11,  1.04s/it, loss=0.730, pair=0.007, adv=3.561, sprd=0.025]
Ep 032/60 [S2:+mat]:  62%|█▊ | 207/333 [03:55<02:17,  1.09s/it, loss=0.730, pair=0.007, adv=3.561, sprd=0.025]
Ep 032/60 [S2:+mat]:  62%|█▊ | 207/333 [03:56<02:17,  1.09s/it, loss=0.724, pair=0.006, adv=3.612, sprd=0.026]
Ep 032/60 [S2:+mat]:  62%|█▊ | 208/333 [03:56<02:12,  1.06s/it, loss=0.724, pair=0.006, adv=3.612, sprd=0.026]
Ep 032/60 [S2:+mat]:  62%|█▊ | 208/333 [03:57<02:12,  1.06s/it, loss=0.699, pair=0.006, adv=3.771, sprd=0.019]
Ep 032/60 [S2:+mat]:  63%|█▉ | 209/333 [03:57<02:14,  1.09s/it, loss=0.699, pair=0.006, adv=3.771, sprd=0.019]
Ep 032/60 [S2:+mat]:  63%|█▉ | 209/333 [03:58<02:14,  1.09s/it, loss=0.734, pair=0.004, adv=3.413, sprd=0.026]
Ep 032/60 [S2:+mat]:  63%|█▉ | 210/333 [03:58<02:09,  1.05s/it, loss=0.734, pair=0.004, adv=3.413, sprd=0.026]
Ep 032/60 [S2:+mat]:  63%|█▉ | 210/333 [03:59<02:09,  1.05s/it, loss=0.749, pair=0.000, adv=3.980, sprd=0.030]
Ep 032/60 [S2:+mat]:  63%|█▉ | 211/333 [03:59<02:13,  1.10s/it, loss=0.749, pair=0.000, adv=3.980, sprd=0.030]
Ep 032/60 [S2:+mat]:  63%|█▉ | 211/333 [04:00<02:13,  1.10s/it, loss=0.732, pair=0.000, adv=3.798, sprd=0.026]
Ep 032/60 [S2:+mat]:  64%|█▉ | 212/333 [04:00<02:08,  1.06s/it, loss=0.732, pair=0.000, adv=3.798, sprd=0.026]
Ep 032/60 [S2:+mat]:  64%|█▉ | 212/333 [04:01<02:08,  1.06s/it, loss=0.694, pair=0.007, adv=3.242, sprd=0.019]
Ep 032/60 [S2:+mat]:  64%|█▉ | 213/333 [04:01<02:04,  1.04s/it, loss=0.694, pair=0.007, adv=3.242, sprd=0.019]
Ep 032/60 [S2:+mat]:  64%|█▉ | 213/333 [04:02<02:04,  1.04s/it, loss=0.711, pair=0.019, adv=3.664, sprd=0.020]
Ep 032/60 [S2:+mat]:  64%|█▉ | 214/333 [04:02<02:00,  1.01s/it, loss=0.711, pair=0.019, adv=3.664, sprd=0.020]
Ep 032/60 [S2:+mat]:  64%|█▉ | 214/333 [04:03<02:00,  1.01s/it, loss=0.715, pair=0.009, adv=3.944, sprd=0.020]
Ep 032/60 [S2:+mat]:  65%|█▉ | 215/333 [04:03<01:58,  1.00s/it, loss=0.715, pair=0.009, adv=3.944, sprd=0.020]
Ep 032/60 [S2:+mat]:  65%|█▉ | 215/333 [04:04<01:58,  1.00s/it, loss=0.717, pair=0.021, adv=4.069, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 216/333 [04:04<01:53,  1.03it/s, loss=0.717, pair=0.021, adv=4.069, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 216/333 [04:06<01:53,  1.03it/s, loss=0.707, pair=0.003, adv=3.949, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 217/333 [04:06<02:02,  1.05s/it, loss=0.707, pair=0.003, adv=3.949, sprd=0.021]
Ep 032/60 [S2:+mat]:  65%|█▉ | 217/333 [04:06<02:02,  1.05s/it, loss=0.715, pair=0.010, adv=4.206, sprd=0.022]
Ep 032/60 [S2:+mat]:  65%|█▉ | 218/333 [04:06<01:55,  1.01s/it, loss=0.715, pair=0.010, adv=4.206, sprd=0.022]
Ep 032/60 [S2:+mat]:  65%|█▉ | 218/333 [04:08<01:55,  1.01s/it, loss=0.712, pair=0.019, adv=3.554, sprd=0.021]
Ep 032/60 [S2:+mat]:  66%|█▉ | 219/333 [04:08<02:00,  1.06s/it, loss=0.712, pair=0.019, adv=3.554, sprd=0.021]
Ep 032/60 [S2:+mat]:  66%|█▉ | 219/333 [04:09<02:00,  1.06s/it, loss=0.721, pair=0.007, adv=3.645, sprd=0.024]
Ep 032/60 [S2:+mat]:  66%|█▉ | 220/333 [04:09<01:55,  1.02s/it, loss=0.721, pair=0.007, adv=3.645, sprd=0.024]
Ep 032/60 [S2:+mat]:  66%|█▉ | 220/333 [04:10<01:55,  1.02s/it, loss=0.726, pair=0.001, adv=4.053, sprd=0.025]
Ep 032/60 [S2:+mat]:  66%|█▉ | 221/333 [04:10<01:59,  1.07s/it, loss=0.726, pair=0.001, adv=4.053, sprd=0.025]
Ep 032/60 [S2:+mat]:  66%|█▉ | 221/333 [04:11<01:59,  1.07s/it, loss=0.739, pair=0.001, adv=3.680, sprd=0.028]
Ep 032/60 [S2:+mat]:  67%|██ | 222/333 [04:11<01:54,  1.03s/it, loss=0.739, pair=0.001, adv=3.680, sprd=0.028]
Ep 032/60 [S2:+mat]:  67%|██ | 222/333 [04:12<01:54,  1.03s/it, loss=0.719, pair=0.011, adv=3.682, sprd=0.022]
Ep 032/60 [S2:+mat]:  67%|██ | 223/333 [04:12<01:57,  1.07s/it, loss=0.719, pair=0.011, adv=3.682, sprd=0.022]
Ep 032/60 [S2:+mat]:  67%|██ | 223/333 [04:13<01:57,  1.07s/it, loss=0.700, pair=0.006, adv=3.458, sprd=0.019]
Ep 032/60 [S2:+mat]:  67%|██ | 224/333 [04:13<01:50,  1.01s/it, loss=0.700, pair=0.006, adv=3.458, sprd=0.019]
Ep 032/60 [S2:+mat]:  67%|██ | 224/333 [04:14<01:50,  1.01s/it, loss=0.744, pair=0.007, adv=3.398, sprd=0.027]
Ep 032/60 [S2:+mat]:  68%|██ | 225/333 [04:14<01:56,  1.08s/it, loss=0.744, pair=0.007, adv=3.398, sprd=0.027]
Ep 032/60 [S2:+mat]:  68%|██ | 225/333 [04:15<01:56,  1.08s/it, loss=0.732, pair=0.014, adv=3.829, sprd=0.027]
Ep 032/60 [S2:+mat]:  68%|██ | 226/333 [04:15<01:50,  1.03s/it, loss=0.732, pair=0.014, adv=3.829, sprd=0.027]
Ep 032/60 [S2:+mat]:  68%|██ | 226/333 [04:16<01:50,  1.03s/it, loss=0.719, pair=0.003, adv=3.541, sprd=0.024]
Ep 032/60 [S2:+mat]:  68%|██ | 227/333 [04:16<01:53,  1.07s/it, loss=0.719, pair=0.003, adv=3.541, sprd=0.024]
Ep 032/60 [S2:+mat]:  68%|██ | 227/333 [04:17<01:53,  1.07s/it, loss=0.707, pair=0.005, adv=3.667, sprd=0.019]
Ep 032/60 [S2:+mat]:  68%|██ | 228/333 [04:17<01:46,  1.02s/it, loss=0.707, pair=0.005, adv=3.667, sprd=0.019]
Ep 032/60 [S2:+mat]:  68%|██ | 228/333 [04:18<01:46,  1.02s/it, loss=0.735, pair=0.001, adv=3.983, sprd=0.028]
Ep 032/60 [S2:+mat]:  69%|██ | 229/333 [04:18<01:50,  1.06s/it, loss=0.735, pair=0.001, adv=3.983, sprd=0.028]
Ep 032/60 [S2:+mat]:  69%|██ | 229/333 [04:19<01:50,  1.06s/it, loss=0.716, pair=0.001, adv=3.907, sprd=0.022]
Ep 032/60 [S2:+mat]:  69%|██ | 230/333 [04:19<01:45,  1.03s/it, loss=0.716, pair=0.001, adv=3.907, sprd=0.022]
Ep 032/60 [S2:+mat]:  69%|██ | 230/333 [04:20<01:45,  1.03s/it, loss=0.718, pair=0.003, adv=3.381, sprd=0.023]
Ep 032/60 [S2:+mat]:  69%|██ | 231/333 [04:20<01:48,  1.07s/it, loss=0.718, pair=0.003, adv=3.381, sprd=0.023]
Ep 032/60 [S2:+mat]:  69%|██ | 231/333 [04:21<01:48,  1.07s/it, loss=0.730, pair=0.008, adv=3.713, sprd=0.026]
Ep 032/60 [S2:+mat]:  70%|██ | 232/333 [04:21<01:43,  1.03s/it, loss=0.730, pair=0.008, adv=3.713, sprd=0.026]
Ep 032/60 [S2:+mat]:  70%|██ | 232/333 [04:22<01:43,  1.03s/it, loss=0.722, pair=0.002, adv=3.589, sprd=0.022]
Ep 032/60 [S2:+mat]:  70%|██ | 233/333 [04:22<01:46,  1.06s/it, loss=0.722, pair=0.002, adv=3.589, sprd=0.022]
Ep 032/60 [S2:+mat]:  70%|██ | 233/333 [04:23<01:46,  1.06s/it, loss=0.714, pair=0.001, adv=4.003, sprd=0.022]
Ep 032/60 [S2:+mat]:  70%|██ | 234/333 [04:23<01:40,  1.01s/it, loss=0.714, pair=0.001, adv=4.003, sprd=0.022]
Ep 032/60 [S2:+mat]:  70%|██ | 234/333 [04:24<01:40,  1.01s/it, loss=0.733, pair=0.004, adv=3.872, sprd=0.027]
Ep 032/60 [S2:+mat]:  71%|██ | 235/333 [04:24<01:45,  1.08s/it, loss=0.733, pair=0.004, adv=3.872, sprd=0.027]
Ep 032/60 [S2:+mat]:  71%|██ | 235/333 [04:25<01:45,  1.08s/it, loss=0.734, pair=0.007, adv=4.111, sprd=0.027]
Ep 032/60 [S2:+mat]:  71%|██▏| 236/333 [04:25<01:38,  1.02s/it, loss=0.734, pair=0.007, adv=4.111, sprd=0.027]
Ep 032/60 [S2:+mat]:  71%|██▏| 236/333 [04:26<01:38,  1.02s/it, loss=0.732, pair=0.004, adv=4.263, sprd=0.024]
Ep 032/60 [S2:+mat]:  71%|██▏| 237/333 [04:26<01:41,  1.06s/it, loss=0.732, pair=0.004, adv=4.263, sprd=0.024]
Ep 032/60 [S2:+mat]:  71%|██▏| 237/333 [04:27<01:41,  1.06s/it, loss=0.700, pair=0.003, adv=3.482, sprd=0.019]
Ep 032/60 [S2:+mat]:  71%|██▏| 238/333 [04:27<01:35,  1.01s/it, loss=0.700, pair=0.003, adv=3.482, sprd=0.019]
Ep 032/60 [S2:+mat]:  71%|██▏| 238/333 [04:28<01:35,  1.01s/it, loss=0.734, pair=0.007, adv=3.721, sprd=0.027]
Ep 032/60 [S2:+mat]:  72%|██▏| 239/333 [04:28<01:39,  1.06s/it, loss=0.734, pair=0.007, adv=3.721, sprd=0.027]
Ep 032/60 [S2:+mat]:  72%|██▏| 239/333 [04:29<01:39,  1.06s/it, loss=0.716, pair=0.004, adv=3.711, sprd=0.023]
Ep 032/60 [S2:+mat]:  72%|██▏| 240/333 [04:29<01:34,  1.02s/it, loss=0.716, pair=0.004, adv=3.711, sprd=0.023]
Ep 032/60 [S2:+mat]:  72%|██▏| 240/333 [04:30<01:34,  1.02s/it, loss=0.733, pair=0.077, adv=3.857, sprd=0.021]
Ep 032/60 [S2:+mat]:  72%|██▏| 241/333 [04:30<01:36,  1.04s/it, loss=0.733, pair=0.077, adv=3.857, sprd=0.021]
Ep 032/60 [S2:+mat]:  72%|██▏| 241/333 [04:31<01:36,  1.04s/it, loss=0.718, pair=0.009, adv=4.056, sprd=0.022]
Ep 032/60 [S2:+mat]:  73%|██▏| 242/333 [04:31<01:31,  1.01s/it, loss=0.718, pair=0.009, adv=4.056, sprd=0.022]
Ep 032/60 [S2:+mat]:  73%|██▏| 242/333 [04:33<01:31,  1.01s/it, loss=0.742, pair=0.001, adv=3.747, sprd=0.028]
Ep 032/60 [S2:+mat]:  73%|██▏| 243/333 [04:33<01:34,  1.05s/it, loss=0.742, pair=0.001, adv=3.747, sprd=0.028]
Ep 032/60 [S2:+mat]:  73%|██▏| 243/333 [04:33<01:34,  1.05s/it, loss=0.729, pair=0.007, adv=3.793, sprd=0.023]
Ep 032/60 [S2:+mat]:  73%|██▏| 244/333 [04:33<01:29,  1.01s/it, loss=0.729, pair=0.007, adv=3.793, sprd=0.023]
Ep 032/60 [S2:+mat]:  73%|██▏| 244/333 [04:35<01:29,  1.01s/it, loss=0.729, pair=0.011, adv=3.505, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 245/333 [04:35<01:30,  1.03s/it, loss=0.729, pair=0.011, adv=3.505, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 245/333 [04:35<01:30,  1.03s/it, loss=0.725, pair=0.007, adv=3.683, sprd=0.019]
Ep 032/60 [S2:+mat]:  74%|██▏| 246/333 [04:35<01:25,  1.01it/s, loss=0.725, pair=0.007, adv=3.683, sprd=0.019]
Ep 032/60 [S2:+mat]:  74%|██▏| 246/333 [04:37<01:25,  1.01it/s, loss=0.717, pair=0.010, adv=3.883, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 247/333 [04:37<01:27,  1.02s/it, loss=0.717, pair=0.010, adv=3.883, sprd=0.024]
Ep 032/60 [S2:+mat]:  74%|██▏| 247/333 [04:37<01:27,  1.02s/it, loss=0.736, pair=0.009, adv=3.458, sprd=0.026]
Ep 032/60 [S2:+mat]:  74%|██▏| 248/333 [04:37<01:24,  1.01it/s, loss=0.736, pair=0.009, adv=3.458, sprd=0.026]
Ep 032/60 [S2:+mat]:  74%|██▏| 248/333 [04:39<01:24,  1.01it/s, loss=0.710, pair=0.002, adv=3.986, sprd=0.022]
Ep 032/60 [S2:+mat]:  75%|██▏| 249/333 [04:39<01:27,  1.04s/it, loss=0.710, pair=0.002, adv=3.986, sprd=0.022]
Ep 032/60 [S2:+mat]:  75%|██▏| 249/333 [04:40<01:27,  1.04s/it, loss=0.733, pair=0.004, adv=3.683, sprd=0.026]
Ep 032/60 [S2:+mat]:  75%|██▎| 250/333 [04:40<01:24,  1.02s/it, loss=0.733, pair=0.004, adv=3.683, sprd=0.026]
Ep 032/60 [S2:+mat]:  75%|██▎| 250/333 [04:41<01:24,  1.02s/it, loss=0.747, pair=0.010, adv=4.133, sprd=0.029]
Ep 032/60 [S2:+mat]:  75%|██▎| 251/333 [04:41<01:25,  1.05s/it, loss=0.747, pair=0.010, adv=4.133, sprd=0.029]
Ep 032/60 [S2:+mat]:  75%|██▎| 251/333 [04:42<01:25,  1.05s/it, loss=0.708, pair=0.004, adv=3.974, sprd=0.018]
Ep 032/60 [S2:+mat]:  76%|██▎| 252/333 [04:42<01:21,  1.00s/it, loss=0.708, pair=0.004, adv=3.974, sprd=0.018]
Ep 032/60 [S2:+mat]:  76%|██▎| 252/333 [04:43<01:21,  1.00s/it, loss=0.708, pair=0.011, adv=3.726, sprd=0.019]
Ep 032/60 [S2:+mat]:  76%|██▎| 253/333 [04:43<01:22,  1.04s/it, loss=0.708, pair=0.011, adv=3.726, sprd=0.019]
Ep 032/60 [S2:+mat]:  76%|██▎| 253/333 [04:44<01:22,  1.04s/it, loss=0.729, pair=0.012, adv=3.889, sprd=0.022]
Ep 032/60 [S2:+mat]:  76%|██▎| 254/333 [04:44<01:19,  1.01s/it, loss=0.729, pair=0.012, adv=3.889, sprd=0.022]
Ep 032/60 [S2:+mat]:  76%|██▎| 254/333 [04:45<01:19,  1.01s/it, loss=0.704, pair=0.002, adv=3.665, sprd=0.018]
Ep 032/60 [S2:+mat]:  77%|██▎| 255/333 [04:45<01:21,  1.05s/it, loss=0.704, pair=0.002, adv=3.665, sprd=0.018]
Ep 032/60 [S2:+mat]:  77%|██▎| 255/333 [04:46<01:21,  1.05s/it, loss=0.714, pair=0.006, adv=3.634, sprd=0.025]
Ep 032/60 [S2:+mat]:  77%|██▎| 256/333 [04:46<01:18,  1.02s/it, loss=0.714, pair=0.006, adv=3.634, sprd=0.025]
Ep 032/60 [S2:+mat]:  77%|██▎| 256/333 [04:47<01:18,  1.02s/it, loss=0.717, pair=0.004, adv=3.682, sprd=0.023]
Ep 032/60 [S2:+mat]:  77%|██▎| 257/333 [04:47<01:21,  1.07s/it, loss=0.717, pair=0.004, adv=3.682, sprd=0.023]
Ep 032/60 [S2:+mat]:  77%|██▎| 257/333 [04:48<01:21,  1.07s/it, loss=0.756, pair=0.010, adv=3.620, sprd=0.031]
Ep 032/60 [S2:+mat]:  77%|██▎| 258/333 [04:48<01:17,  1.04s/it, loss=0.756, pair=0.010, adv=3.620, sprd=0.031]
Ep 032/60 [S2:+mat]:  77%|██▎| 258/333 [04:49<01:17,  1.04s/it, loss=0.719, pair=0.002, adv=3.657, sprd=0.024]
Ep 032/60 [S2:+mat]:  78%|██▎| 259/333 [04:49<01:18,  1.06s/it, loss=0.719, pair=0.002, adv=3.657, sprd=0.024]
Ep 032/60 [S2:+mat]:  78%|██▎| 259/333 [04:50<01:18,  1.06s/it, loss=0.696, pair=0.003, adv=3.703, sprd=0.016]
Ep 032/60 [S2:+mat]:  78%|██▎| 260/333 [04:50<01:12,  1.00it/s, loss=0.696, pair=0.003, adv=3.703, sprd=0.016]
Ep 032/60 [S2:+mat]:  78%|██▎| 260/333 [04:51<01:12,  1.00it/s, loss=0.705, pair=0.003, adv=3.503, sprd=0.018]
Ep 032/60 [S2:+mat]:  78%|██▎| 261/333 [04:51<01:15,  1.05s/it, loss=0.705, pair=0.003, adv=3.503, sprd=0.018]
Ep 032/60 [S2:+mat]:  78%|██▎| 261/333 [04:52<01:15,  1.05s/it, loss=0.715, pair=0.000, adv=3.740, sprd=0.020]
Ep 032/60 [S2:+mat]:  79%|██▎| 262/333 [04:52<01:11,  1.01s/it, loss=0.715, pair=0.000, adv=3.740, sprd=0.020]
Ep 032/60 [S2:+mat]:  79%|██▎| 262/333 [04:53<01:11,  1.01s/it, loss=0.729, pair=0.007, adv=3.729, sprd=0.025]
Ep 032/60 [S2:+mat]:  79%|██▎| 263/333 [04:53<01:12,  1.04s/it, loss=0.729, pair=0.007, adv=3.729, sprd=0.025]
Ep 032/60 [S2:+mat]:  79%|██▎| 263/333 [04:54<01:12,  1.04s/it, loss=0.717, pair=0.001, adv=3.553, sprd=0.025]
Ep 032/60 [S2:+mat]:  79%|██▍| 264/333 [04:54<01:09,  1.01s/it, loss=0.717, pair=0.001, adv=3.553, sprd=0.025]
Ep 032/60 [S2:+mat]:  79%|██▍| 264/333 [04:55<01:09,  1.01s/it, loss=0.729, pair=0.000, adv=3.510, sprd=0.025]
Ep 032/60 [S2:+mat]:  80%|██▍| 265/333 [04:55<01:11,  1.05s/it, loss=0.729, pair=0.000, adv=3.510, sprd=0.025]
Ep 032/60 [S2:+mat]:  80%|██▍| 265/333 [04:56<01:11,  1.05s/it, loss=0.724, pair=0.008, adv=3.612, sprd=0.023]
Ep 032/60 [S2:+mat]:  80%|██▍| 266/333 [04:56<01:08,  1.02s/it, loss=0.724, pair=0.008, adv=3.612, sprd=0.023]
Ep 032/60 [S2:+mat]:  80%|██▍| 266/333 [04:57<01:08,  1.02s/it, loss=0.719, pair=0.013, adv=3.370, sprd=0.023]
Ep 032/60 [S2:+mat]:  80%|██▍| 267/333 [04:57<01:08,  1.05s/it, loss=0.719, pair=0.013, adv=3.370, sprd=0.023]
Ep 032/60 [S2:+mat]:  80%|██▍| 267/333 [04:58<01:08,  1.05s/it, loss=0.704, pair=0.009, adv=3.700, sprd=0.017]
Ep 032/60 [S2:+mat]:  80%|██▍| 268/333 [04:58<01:05,  1.00s/it, loss=0.704, pair=0.009, adv=3.700, sprd=0.017]
Ep 032/60 [S2:+mat]:  80%|██▍| 268/333 [04:59<01:05,  1.00s/it, loss=0.703, pair=0.004, adv=3.948, sprd=0.019]
Ep 032/60 [S2:+mat]:  81%|██▍| 269/333 [04:59<01:03,  1.01it/s, loss=0.703, pair=0.004, adv=3.948, sprd=0.019]
Ep 032/60 [S2:+mat]:  81%|██▍| 269/333 [05:00<01:03,  1.01it/s, loss=0.719, pair=0.011, adv=3.688, sprd=0.023]
Ep 032/60 [S2:+mat]:  81%|██▍| 270/333 [05:00<00:57,  1.09it/s, loss=0.719, pair=0.011, adv=3.688, sprd=0.023]
Ep 032/60 [S2:+mat]:  81%|██▍| 270/333 [05:01<00:57,  1.09it/s, loss=0.795, pair=0.004, adv=3.645, sprd=0.022]
Ep 032/60 [S2:+mat]:  81%|██▍| 271/333 [05:01<01:00,  1.02it/s, loss=0.795, pair=0.004, adv=3.645, sprd=0.022]
Ep 032/60 [S2:+mat]:  81%|██▍| 271/333 [05:02<01:00,  1.02it/s, loss=0.701, pair=0.023, adv=3.267, sprd=0.016]
Ep 032/60 [S2:+mat]:  82%|██▍| 272/333 [05:02<00:57,  1.05it/s, loss=0.701, pair=0.023, adv=3.267, sprd=0.016]
Ep 032/60 [S2:+mat]:  82%|██▍| 272/333 [05:03<00:57,  1.05it/s, loss=0.704, pair=0.001, adv=3.295, sprd=0.021]
Ep 032/60 [S2:+mat]:  82%|██▍| 273/333 [05:03<01:00,  1.00s/it, loss=0.704, pair=0.001, adv=3.295, sprd=0.021]
Ep 032/60 [S2:+mat]:  82%|██▍| 273/333 [05:04<01:00,  1.00s/it, loss=0.731, pair=0.004, adv=3.995, sprd=0.024]
Ep 032/60 [S2:+mat]:  82%|██▍| 274/333 [05:04<00:57,  1.03it/s, loss=0.731, pair=0.004, adv=3.995, sprd=0.024]
Ep 032/60 [S2:+mat]:  82%|██▍| 274/333 [05:05<00:57,  1.03it/s, loss=0.698, pair=0.006, adv=3.835, sprd=0.017]
Ep 032/60 [S2:+mat]:  83%|██▍| 275/333 [05:05<00:59,  1.02s/it, loss=0.698, pair=0.006, adv=3.835, sprd=0.017]
Ep 032/60 [S2:+mat]:  83%|██▍| 275/333 [05:06<00:59,  1.02s/it, loss=0.716, pair=0.006, adv=3.618, sprd=0.024]
Ep 032/60 [S2:+mat]:  83%|██▍| 276/333 [05:06<00:56,  1.00it/s, loss=0.716, pair=0.006, adv=3.618, sprd=0.024]
Ep 032/60 [S2:+mat]:  83%|██▍| 276/333 [05:07<00:56,  1.00it/s, loss=0.709, pair=0.002, adv=3.944, sprd=0.023]
Ep 032/60 [S2:+mat]:  83%|██▍| 277/333 [05:07<00:58,  1.05s/it, loss=0.709, pair=0.002, adv=3.944, sprd=0.023]
Ep 032/60 [S2:+mat]:  83%|██▍| 277/333 [05:08<00:58,  1.05s/it, loss=0.751, pair=0.003, adv=3.777, sprd=0.031]
Ep 032/60 [S2:+mat]:  83%|██▌| 278/333 [05:08<00:56,  1.02s/it, loss=0.751, pair=0.003, adv=3.777, sprd=0.031]
Ep 032/60 [S2:+mat]:  83%|██▌| 278/333 [05:09<00:56,  1.02s/it, loss=0.715, pair=0.009, adv=3.695, sprd=0.022]
Ep 032/60 [S2:+mat]:  84%|██▌| 279/333 [05:09<00:56,  1.05s/it, loss=0.715, pair=0.009, adv=3.695, sprd=0.022]
Ep 032/60 [S2:+mat]:  84%|██▌| 279/333 [05:10<00:56,  1.05s/it, loss=0.734, pair=0.018, adv=3.832, sprd=0.025]
Ep 032/60 [S2:+mat]:  84%|██▌| 280/333 [05:10<00:53,  1.01s/it, loss=0.734, pair=0.018, adv=3.832, sprd=0.025]
Ep 032/60 [S2:+mat]:  84%|██▌| 280/333 [05:11<00:53,  1.01s/it, loss=1.387, pair=2.254, adv=3.812, sprd=0.023]
Ep 032/60 [S2:+mat]:  84%|██▌| 281/333 [05:11<00:56,  1.08s/it, loss=1.387, pair=2.254, adv=3.812, sprd=0.023]
Ep 032/60 [S2:+mat]:  84%|██▌| 281/333 [05:12<00:56,  1.08s/it, loss=0.733, pair=0.007, adv=3.746, sprd=0.025]
Ep 032/60 [S2:+mat]:  85%|██▌| 282/333 [05:12<00:53,  1.04s/it, loss=0.733, pair=0.007, adv=3.746, sprd=0.025]
Ep 032/60 [S2:+mat]:  85%|██▌| 282/333 [05:14<00:53,  1.04s/it, loss=0.723, pair=0.001, adv=3.853, sprd=0.022]
Ep 032/60 [S2:+mat]:  85%|██▌| 283/333 [05:14<00:55,  1.11s/it, loss=0.723, pair=0.001, adv=3.853, sprd=0.022]
Ep 032/60 [S2:+mat]:  85%|██▌| 283/333 [05:14<00:55,  1.11s/it, loss=0.719, pair=0.008, adv=3.526, sprd=0.024]
Ep 032/60 [S2:+mat]:  85%|██▌| 284/333 [05:14<00:51,  1.06s/it, loss=0.719, pair=0.008, adv=3.526, sprd=0.024]
Ep 032/60 [S2:+mat]:  85%|██▌| 284/333 [05:16<00:51,  1.06s/it, loss=0.755, pair=0.025, adv=3.357, sprd=0.029]
Ep 032/60 [S2:+mat]:  86%|██▌| 285/333 [05:16<00:52,  1.10s/it, loss=0.755, pair=0.025, adv=3.357, sprd=0.029]
Ep 032/60 [S2:+mat]:  86%|██▌| 285/333 [05:17<00:52,  1.10s/it, loss=0.714, pair=0.001, adv=3.692, sprd=0.022]
Ep 032/60 [S2:+mat]:  86%|██▌| 286/333 [05:17<00:49,  1.04s/it, loss=0.714, pair=0.001, adv=3.692, sprd=0.022]
Ep 032/60 [S2:+mat]:  86%|██▌| 286/333 [05:18<00:49,  1.04s/it, loss=1.386, pair=2.283, adv=3.992, sprd=0.020]
Ep 032/60 [S2:+mat]:  86%|██▌| 287/333 [05:18<00:51,  1.11s/it, loss=1.386, pair=2.283, adv=3.992, sprd=0.020]
Ep 032/60 [S2:+mat]:  86%|██▌| 287/333 [05:19<00:51,  1.11s/it, loss=0.750, pair=0.008, adv=3.721, sprd=0.031]
Ep 032/60 [S2:+mat]:  86%|██▌| 288/333 [05:19<00:48,  1.07s/it, loss=0.750, pair=0.008, adv=3.721, sprd=0.031]
Ep 032/60 [S2:+mat]:  86%|██▌| 288/333 [05:20<00:48,  1.07s/it, loss=0.736, pair=0.026, adv=3.632, sprd=0.024]
Ep 032/60 [S2:+mat]:  87%|██▌| 289/333 [05:20<00:48,  1.09s/it, loss=0.736, pair=0.026, adv=3.632, sprd=0.024]
Ep 032/60 [S2:+mat]:  87%|██▌| 289/333 [05:21<00:48,  1.09s/it, loss=0.728, pair=0.012, adv=3.451, sprd=0.025]
Ep 032/60 [S2:+mat]:  87%|██▌| 290/333 [05:21<00:44,  1.05s/it, loss=0.728, pair=0.012, adv=3.451, sprd=0.025]
Ep 032/60 [S2:+mat]:  87%|██▌| 290/333 [05:22<00:44,  1.05s/it, loss=0.710, pair=0.009, adv=3.775, sprd=0.022]
Ep 032/60 [S2:+mat]:  87%|██▌| 291/333 [05:22<00:44,  1.06s/it, loss=0.710, pair=0.009, adv=3.775, sprd=0.022]
Ep 032/60 [S2:+mat]:  87%|██▌| 291/333 [05:23<00:44,  1.06s/it, loss=0.696, pair=0.009, adv=3.530, sprd=0.017]
Ep 032/60 [S2:+mat]:  88%|██▋| 292/333 [05:23<00:41,  1.01s/it, loss=0.696, pair=0.009, adv=3.530, sprd=0.017]
Ep 032/60 [S2:+mat]:  88%|██▋| 292/333 [05:24<00:41,  1.01s/it, loss=0.744, pair=0.014, adv=3.543, sprd=0.029]
Ep 032/60 [S2:+mat]:  88%|██▋| 293/333 [05:24<00:42,  1.05s/it, loss=0.744, pair=0.014, adv=3.543, sprd=0.029]
Ep 032/60 [S2:+mat]:  88%|██▋| 293/333 [05:25<00:42,  1.05s/it, loss=0.721, pair=0.018, adv=3.775, sprd=0.022]
Ep 032/60 [S2:+mat]:  88%|██▋| 294/333 [05:25<00:39,  1.01s/it, loss=0.721, pair=0.018, adv=3.775, sprd=0.022]
Ep 032/60 [S2:+mat]:  88%|██▋| 294/333 [05:26<00:39,  1.01s/it, loss=0.698, pair=0.006, adv=3.273, sprd=0.021]
Ep 032/60 [S2:+mat]:  89%|██▋| 295/333 [05:26<00:39,  1.04s/it, loss=0.698, pair=0.006, adv=3.273, sprd=0.021]
Ep 032/60 [S2:+mat]:  89%|██▋| 295/333 [05:27<00:39,  1.04s/it, loss=0.747, pair=0.013, adv=3.889, sprd=0.029]
Ep 032/60 [S2:+mat]:  89%|██▋| 296/333 [05:27<00:37,  1.02s/it, loss=0.747, pair=0.013, adv=3.889, sprd=0.029]
Ep 032/60 [S2:+mat]:  89%|██▋| 296/333 [05:28<00:37,  1.02s/it, loss=0.734, pair=0.013, adv=4.071, sprd=0.027]
Ep 032/60 [S2:+mat]:  89%|██▋| 297/333 [05:28<00:38,  1.07s/it, loss=0.734, pair=0.013, adv=4.071, sprd=0.027]
Ep 032/60 [S2:+mat]:  89%|██▋| 297/333 [05:29<00:38,  1.07s/it, loss=0.721, pair=0.024, adv=3.720, sprd=0.022]
Ep 032/60 [S2:+mat]:  89%|██▋| 298/333 [05:29<00:35,  1.02s/it, loss=0.721, pair=0.024, adv=3.720, sprd=0.022]
Ep 032/60 [S2:+mat]:  89%|██▋| 298/333 [05:30<00:35,  1.02s/it, loss=0.737, pair=0.015, adv=3.750, sprd=0.027]
Ep 032/60 [S2:+mat]:  90%|██▋| 299/333 [05:30<00:35,  1.06s/it, loss=0.737, pair=0.015, adv=3.750, sprd=0.027]
Ep 032/60 [S2:+mat]:  90%|██▋| 299/333 [05:31<00:35,  1.06s/it, loss=0.700, pair=0.008, adv=3.547, sprd=0.019]
Ep 032/60 [S2:+mat]:  90%|██▋| 300/333 [05:31<00:33,  1.01s/it, loss=0.700, pair=0.008, adv=3.547, sprd=0.019]
Ep 032/60 [S2:+mat]:  90%|██▋| 300/333 [05:32<00:33,  1.01s/it, loss=0.713, pair=0.015, adv=3.814, sprd=0.021]
Ep 032/60 [S2:+mat]:  90%|██▋| 301/333 [05:32<00:33,  1.05s/it, loss=0.713, pair=0.015, adv=3.814, sprd=0.021]
Ep 032/60 [S2:+mat]:  90%|██▋| 301/333 [05:33<00:33,  1.05s/it, loss=0.714, pair=0.009, adv=4.114, sprd=0.021]
Ep 032/60 [S2:+mat]:  91%|██▋| 302/333 [05:33<00:31,  1.01s/it, loss=0.714, pair=0.009, adv=4.114, sprd=0.021]
Ep 032/60 [S2:+mat]:  91%|██▋| 302/333 [05:34<00:31,  1.01s/it, loss=0.733, pair=0.018, adv=3.997, sprd=0.024]
Ep 032/60 [S2:+mat]:  91%|██▋| 303/333 [05:34<00:30,  1.03s/it, loss=0.733, pair=0.018, adv=3.997, sprd=0.024]
Ep 032/60 [S2:+mat]:  91%|██▋| 303/333 [05:35<00:30,  1.03s/it, loss=0.696, pair=0.018, adv=4.410, sprd=0.018]
Ep 032/60 [S2:+mat]:  91%|██▋| 304/333 [05:35<00:28,  1.01it/s, loss=0.696, pair=0.018, adv=4.410, sprd=0.018]
Ep 032/60 [S2:+mat]:  91%|██▋| 304/333 [05:36<00:28,  1.01it/s, loss=0.722, pair=0.017, adv=3.754, sprd=0.021]
Ep 032/60 [S2:+mat]:  92%|██▋| 305/333 [05:36<00:29,  1.06s/it, loss=0.722, pair=0.017, adv=3.754, sprd=0.021]
Ep 032/60 [S2:+mat]:  92%|██▋| 305/333 [05:37<00:29,  1.06s/it, loss=0.710, pair=0.013, adv=4.109, sprd=0.022]
Ep 032/60 [S2:+mat]:  92%|██▊| 306/333 [05:37<00:27,  1.02s/it, loss=0.710, pair=0.013, adv=4.109, sprd=0.022]
Ep 032/60 [S2:+mat]:  92%|██▊| 306/333 [05:38<00:27,  1.02s/it, loss=0.713, pair=0.024, adv=3.991, sprd=0.021]
Ep 032/60 [S2:+mat]:  92%|██▊| 307/333 [05:38<00:27,  1.04s/it, loss=0.713, pair=0.024, adv=3.991, sprd=0.021]
Ep 032/60 [S2:+mat]:  92%|██▊| 307/333 [05:39<00:27,  1.04s/it, loss=0.738, pair=0.019, adv=3.828, sprd=0.027]
Ep 032/60 [S2:+mat]:  92%|██▊| 308/333 [05:39<00:25,  1.02s/it, loss=0.738, pair=0.019, adv=3.828, sprd=0.027]
Ep 032/60 [S2:+mat]:  92%|██▊| 308/333 [05:41<00:25,  1.02s/it, loss=0.716, pair=0.009, adv=3.593, sprd=0.023]
Ep 032/60 [S2:+mat]:  93%|██▊| 309/333 [05:41<00:25,  1.06s/it, loss=0.716, pair=0.009, adv=3.593, sprd=0.023]
Ep 032/60 [S2:+mat]:  93%|██▊| 309/333 [05:41<00:25,  1.06s/it, loss=0.695, pair=0.004, adv=3.943, sprd=0.018]
Ep 032/60 [S2:+mat]:  93%|██▊| 310/333 [05:41<00:23,  1.01s/it, loss=0.695, pair=0.004, adv=3.943, sprd=0.018]
Ep 032/60 [S2:+mat]:  93%|██▊| 310/333 [05:43<00:23,  1.01s/it, loss=0.708, pair=0.006, adv=3.760, sprd=0.020]
Ep 032/60 [S2:+mat]:  93%|██▊| 311/333 [05:43<00:23,  1.07s/it, loss=0.708, pair=0.006, adv=3.760, sprd=0.020]
Ep 032/60 [S2:+mat]:  93%|██▊| 311/333 [05:44<00:23,  1.07s/it, loss=0.708, pair=0.018, adv=3.988, sprd=0.018]
Ep 032/60 [S2:+mat]:  94%|██▊| 312/333 [05:44<00:21,  1.02s/it, loss=0.708, pair=0.018, adv=3.988, sprd=0.018]
Ep 032/60 [S2:+mat]:  94%|██▊| 312/333 [05:45<00:21,  1.02s/it, loss=0.736, pair=0.011, adv=3.779, sprd=0.025]
Ep 032/60 [S2:+mat]:  94%|██▊| 313/333 [05:45<00:21,  1.06s/it, loss=0.736, pair=0.011, adv=3.779, sprd=0.025]
Ep 032/60 [S2:+mat]:  94%|██▊| 313/333 [05:46<00:21,  1.06s/it, loss=0.729, pair=0.016, adv=4.162, sprd=0.026]
Ep 032/60 [S2:+mat]:  94%|██▊| 314/333 [05:46<00:18,  1.01it/s, loss=0.729, pair=0.016, adv=4.162, sprd=0.026]
Ep 032/60 [S2:+mat]:  94%|██▊| 314/333 [05:47<00:18,  1.01it/s, loss=0.744, pair=0.002, adv=3.763, sprd=0.029]
Ep 032/60 [S2:+mat]:  95%|██▊| 315/333 [05:47<00:18,  1.05s/it, loss=0.744, pair=0.002, adv=3.763, sprd=0.029]
Ep 032/60 [S2:+mat]:  95%|██▊| 315/333 [05:48<00:18,  1.05s/it, loss=0.694, pair=0.006, adv=3.747, sprd=0.017]
Ep 032/60 [S2:+mat]:  95%|██▊| 316/333 [05:48<00:17,  1.01s/it, loss=0.694, pair=0.006, adv=3.747, sprd=0.017]
Ep 032/60 [S2:+mat]:  95%|██▊| 316/333 [05:49<00:17,  1.01s/it, loss=0.701, pair=0.006, adv=3.681, sprd=0.018]
Ep 032/60 [S2:+mat]:  95%|██▊| 317/333 [05:49<00:16,  1.03s/it, loss=0.701, pair=0.006, adv=3.681, sprd=0.018]
Ep 032/60 [S2:+mat]:  95%|██▊| 317/333 [05:50<00:16,  1.03s/it, loss=0.728, pair=0.015, adv=3.920, sprd=0.024]
Ep 032/60 [S2:+mat]:  95%|██▊| 318/333 [05:50<00:15,  1.00s/it, loss=0.728, pair=0.015, adv=3.920, sprd=0.024]
Ep 032/60 [S2:+mat]:  95%|██▊| 318/333 [05:51<00:15,  1.00s/it, loss=0.735, pair=0.004, adv=4.017, sprd=0.026]
Ep 032/60 [S2:+mat]:  96%|██▊| 319/333 [05:51<00:14,  1.06s/it, loss=0.735, pair=0.004, adv=4.017, sprd=0.026]
Ep 032/60 [S2:+mat]:  96%|██▊| 319/333 [05:52<00:14,  1.06s/it, loss=0.732, pair=0.000, adv=3.789, sprd=0.023]
Ep 032/60 [S2:+mat]:  96%|██▉| 320/333 [05:52<00:13,  1.01s/it, loss=0.732, pair=0.000, adv=3.789, sprd=0.023]
Ep 032/60 [S2:+mat]:  96%|██▉| 320/333 [05:53<00:13,  1.01s/it, loss=0.726, pair=0.000, adv=3.730, sprd=0.026]
Ep 032/60 [S2:+mat]:  96%|██▉| 321/333 [05:53<00:12,  1.06s/it, loss=0.726, pair=0.000, adv=3.730, sprd=0.026]
Ep 032/60 [S2:+mat]:  96%|██▉| 321/333 [05:54<00:12,  1.06s/it, loss=0.724, pair=0.000, adv=4.287, sprd=0.023]
Ep 032/60 [S2:+mat]:  97%|██▉| 322/333 [05:54<00:11,  1.02s/it, loss=0.724, pair=0.000, adv=4.287, sprd=0.023]
Ep 032/60 [S2:+mat]:  97%|██▉| 322/333 [05:55<00:11,  1.02s/it, loss=0.719, pair=0.000, adv=3.808, sprd=0.024]
Ep 032/60 [S2:+mat]:  97%|██▉| 323/333 [05:55<00:10,  1.06s/it, loss=0.719, pair=0.000, adv=3.808, sprd=0.024]
Ep 032/60 [S2:+mat]:  97%|██▉| 323/333 [05:56<00:10,  1.06s/it, loss=0.683, pair=0.002, adv=3.825, sprd=0.016]
Ep 032/60 [S2:+mat]:  97%|██▉| 324/333 [05:56<00:09,  1.01s/it, loss=0.683, pair=0.002, adv=3.825, sprd=0.016]
Ep 032/60 [S2:+mat]:  97%|██▉| 324/333 [05:57<00:09,  1.01s/it, loss=0.712, pair=0.003, adv=3.904, sprd=0.021]
Ep 032/60 [S2:+mat]:  98%|██▉| 325/333 [05:57<00:08,  1.06s/it, loss=0.712, pair=0.003, adv=3.904, sprd=0.021]
Ep 032/60 [S2:+mat]:  98%|██▉| 325/333 [05:58<00:08,  1.06s/it, loss=0.711, pair=0.003, adv=3.977, sprd=0.019]
Ep 032/60 [S2:+mat]:  98%|██▉| 326/333 [05:58<00:06,  1.02it/s, loss=0.711, pair=0.003, adv=3.977, sprd=0.019]
Ep 032/60 [S2:+mat]:  98%|██▉| 326/333 [05:59<00:06,  1.02it/s, loss=0.721, pair=0.009, adv=4.075, sprd=0.025]
Ep 032/60 [S2:+mat]:  98%|██▉| 327/333 [05:59<00:06,  1.04s/it, loss=0.721, pair=0.009, adv=4.075, sprd=0.025]
Ep 032/60 [S2:+mat]:  98%|██▉| 327/333 [06:00<00:06,  1.04s/it, loss=0.732, pair=0.001, adv=4.062, sprd=0.028]
Ep 032/60 [S2:+mat]:  98%|██▉| 328/333 [06:00<00:05,  1.02s/it, loss=0.732, pair=0.001, adv=4.062, sprd=0.028]
Ep 032/60 [S2:+mat]:  98%|██▉| 328/333 [06:01<00:05,  1.02s/it, loss=0.708, pair=0.005, adv=3.830, sprd=0.020]
Ep 032/60 [S2:+mat]:  99%|██▉| 329/333 [06:01<00:04,  1.06s/it, loss=0.708, pair=0.005, adv=3.830, sprd=0.020]
Ep 032/60 [S2:+mat]:  99%|██▉| 329/333 [06:02<00:04,  1.06s/it, loss=0.706, pair=0.002, adv=3.846, sprd=0.018]
Ep 032/60 [S2:+mat]:  99%|██▉| 330/333 [06:02<00:03,  1.02s/it, loss=0.706, pair=0.002, adv=3.846, sprd=0.018]
Ep 032/60 [S2:+mat]:  99%|██▉| 330/333 [06:03<00:03,  1.02s/it, loss=0.727, pair=0.000, adv=3.871, sprd=0.023]
Ep 032/60 [S2:+mat]:  99%|██▉| 331/333 [06:03<00:02,  1.09s/it, loss=0.727, pair=0.000, adv=3.871, sprd=0.023]
Ep 032/60 [S2:+mat]:  99%|██▉| 331/333 [06:04<00:02,  1.09s/it, loss=0.725, pair=0.001, adv=3.852, sprd=0.024]
Ep 032/60 [S2:+mat]: 100%|██▉| 332/333 [06:04<00:01,  1.05s/it, loss=0.725, pair=0.001, adv=3.852, sprd=0.024]
Ep 032/60 [S2:+mat]: 100%|██▉| 332/333 [06:06<00:01,  1.05s/it, loss=0.742, pair=0.002, adv=3.697, sprd=0.027]
Ep 032/60 [S2:+mat]: 100%|███| 333/333 [06:06<00:00,  1.09s/it, loss=0.742, pair=0.002, adv=3.697, sprd=0.027]
                                                                                                              
Epoch 032/60 [S2:+mat]  loss=0.7286  mat=0.3272  sens=1.0376  pair=0.0284  adv=3.7278(rand=3.37)  deg=0.0039  orth=0.0029  spread=0.0231  q_mean=51.0  q_std=16.2  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=5.00e-05  366s

Ep 033/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 033/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.732, pair=0.001, adv=3.787, sprd=0.026]
Ep 033/60 [S2:+mat]:   0%|     | 1/333 [00:01<09:00,  1.63s/it, loss=0.732, pair=0.001, adv=3.787, sprd=0.026]
Ep 033/60 [S2:+mat]:   0%|     | 1/333 [00:02<09:00,  1.63s/it, loss=0.716, pair=0.004, adv=3.999, sprd=0.022]
Ep 033/60 [S2:+mat]:   1%|     | 2/333 [00:02<06:42,  1.22s/it, loss=0.716, pair=0.004, adv=3.999, sprd=0.022]
Ep 033/60 [S2:+mat]:   1%|     | 2/333 [00:03<06:42,  1.22s/it, loss=0.749, pair=0.007, adv=3.642, sprd=0.029]
Ep 033/60 [S2:+mat]:   1%|     | 3/333 [00:03<06:24,  1.17s/it, loss=0.749, pair=0.007, adv=3.642, sprd=0.029]
Ep 033/60 [S2:+mat]:   1%|     | 3/333 [00:04<06:24,  1.17s/it, loss=0.697, pair=0.003, adv=3.529, sprd=0.017]
Ep 033/60 [S2:+mat]:   1%|     | 4/333 [00:04<05:52,  1.07s/it, loss=0.697, pair=0.003, adv=3.529, sprd=0.017]
Ep 033/60 [S2:+mat]:   1%|     | 4/333 [00:05<05:52,  1.07s/it, loss=0.717, pair=0.024, adv=3.733, sprd=0.020]
Ep 033/60 [S2:+mat]:   2%|     | 5/333 [00:05<06:00,  1.10s/it, loss=0.717, pair=0.024, adv=3.733, sprd=0.020]
Ep 033/60 [S2:+mat]:   2%|     | 5/333 [00:06<06:00,  1.10s/it, loss=0.731, pair=0.003, adv=3.531, sprd=0.022]
Ep 033/60 [S2:+mat]:   2%|     | 6/333 [00:06<05:43,  1.05s/it, loss=0.731, pair=0.003, adv=3.531, sprd=0.022]
Ep 033/60 [S2:+mat]:   2%|     | 6/333 [00:07<05:43,  1.05s/it, loss=0.696, pair=0.011, adv=4.024, sprd=0.019]
Ep 033/60 [S2:+mat]:   2%|     | 7/333 [00:07<05:55,  1.09s/it, loss=0.696, pair=0.011, adv=4.024, sprd=0.019]
Ep 033/60 [S2:+mat]:   2%|     | 7/333 [00:08<05:55,  1.09s/it, loss=0.718, pair=0.000, adv=3.601, sprd=0.024]
Ep 033/60 [S2:+mat]:   2%|     | 8/333 [00:08<05:42,  1.05s/it, loss=0.718, pair=0.000, adv=3.601, sprd=0.024]
Ep 033/60 [S2:+mat]:   2%|     | 8/333 [00:10<05:42,  1.05s/it, loss=0.719, pair=0.001, adv=4.118, sprd=0.023]
Ep 033/60 [S2:+mat]:   3%|▏    | 9/333 [00:10<05:52,  1.09s/it, loss=0.719, pair=0.001, adv=4.118, sprd=0.023]
Ep 033/60 [S2:+mat]:   3%|▏    | 9/333 [00:10<05:52,  1.09s/it, loss=0.759, pair=0.011, adv=4.052, sprd=0.034]
Ep 033/60 [S2:+mat]:   3%|    | 10/333 [00:10<05:41,  1.06s/it, loss=0.759, pair=0.011, adv=4.052, sprd=0.034]
Ep 033/60 [S2:+mat]:   3%|    | 10/333 [00:12<05:41,  1.06s/it, loss=0.727, pair=0.007, adv=4.016, sprd=0.022]
Ep 033/60 [S2:+mat]:   3%|▏   | 11/333 [00:12<06:02,  1.12s/it, loss=0.727, pair=0.007, adv=4.016, sprd=0.022]
Ep 033/60 [S2:+mat]:   3%|▏   | 11/333 [00:13<06:02,  1.12s/it, loss=0.729, pair=0.010, adv=3.788, sprd=0.024]
Ep 033/60 [S2:+mat]:   4%|▏   | 12/333 [00:13<05:44,  1.07s/it, loss=0.729, pair=0.010, adv=3.788, sprd=0.024]
Ep 033/60 [S2:+mat]:   4%|▏   | 12/333 [00:14<05:44,  1.07s/it, loss=0.725, pair=0.013, adv=3.552, sprd=0.023]
Ep 033/60 [S2:+mat]:   4%|▏   | 13/333 [00:14<05:54,  1.11s/it, loss=0.725, pair=0.013, adv=3.552, sprd=0.023]
Ep 033/60 [S2:+mat]:   4%|▏   | 13/333 [00:15<05:54,  1.11s/it, loss=0.715, pair=0.007, adv=4.069, sprd=0.022]
Ep 033/60 [S2:+mat]:   4%|▏   | 14/333 [00:15<05:29,  1.03s/it, loss=0.715, pair=0.007, adv=4.069, sprd=0.022]
Ep 033/60 [S2:+mat]:   4%|▏   | 14/333 [00:16<05:29,  1.03s/it, loss=0.744, pair=0.007, adv=3.984, sprd=0.030]
Ep 033/60 [S2:+mat]:   5%|▏   | 15/333 [00:16<05:55,  1.12s/it, loss=0.744, pair=0.007, adv=3.984, sprd=0.030]
Ep 033/60 [S2:+mat]:   5%|▏   | 15/333 [00:17<05:55,  1.12s/it, loss=0.713, pair=0.005, adv=3.829, sprd=0.023]
Ep 033/60 [S2:+mat]:   5%|▏   | 16/333 [00:17<05:37,  1.07s/it, loss=0.713, pair=0.005, adv=3.829, sprd=0.023]
Ep 033/60 [S2:+mat]:   5%|▏   | 16/333 [00:18<05:37,  1.07s/it, loss=0.735, pair=0.000, adv=3.731, sprd=0.026]
Ep 033/60 [S2:+mat]:   5%|▏   | 17/333 [00:18<05:45,  1.09s/it, loss=0.735, pair=0.000, adv=3.731, sprd=0.026]
Ep 033/60 [S2:+mat]:   5%|▏   | 17/333 [00:19<05:45,  1.09s/it, loss=0.712, pair=0.004, adv=3.952, sprd=0.021]
Ep 033/60 [S2:+mat]:   5%|▏   | 18/333 [00:19<05:31,  1.05s/it, loss=0.712, pair=0.004, adv=3.952, sprd=0.021]
Ep 033/60 [S2:+mat]:   5%|▏   | 18/333 [00:20<05:31,  1.05s/it, loss=0.702, pair=0.000, adv=3.645, sprd=0.019]
Ep 033/60 [S2:+mat]:   6%|▏   | 19/333 [00:20<05:41,  1.09s/it, loss=0.702, pair=0.000, adv=3.645, sprd=0.019]
Ep 033/60 [S2:+mat]:   6%|▏   | 19/333 [00:21<05:41,  1.09s/it, loss=0.727, pair=0.004, adv=3.889, sprd=0.026]
Ep 033/60 [S2:+mat]:   6%|▏   | 20/333 [00:21<05:27,  1.05s/it, loss=0.727, pair=0.004, adv=3.889, sprd=0.026]
Ep 033/60 [S2:+mat]:   6%|▏   | 20/333 [00:23<05:27,  1.05s/it, loss=0.706, pair=0.008, adv=3.798, sprd=0.023]
Ep 033/60 [S2:+mat]:   6%|▎   | 21/333 [00:23<05:55,  1.14s/it, loss=0.706, pair=0.008, adv=3.798, sprd=0.023]
Ep 033/60 [S2:+mat]:   6%|▎   | 21/333 [00:24<05:55,  1.14s/it, loss=0.735, pair=0.007, adv=3.852, sprd=0.026]
Ep 033/60 [S2:+mat]:   7%|▎   | 22/333 [00:24<05:40,  1.10s/it, loss=0.735, pair=0.007, adv=3.852, sprd=0.026]
Ep 033/60 [S2:+mat]:   7%|▎   | 22/333 [00:25<05:40,  1.10s/it, loss=0.719, pair=0.007, adv=3.523, sprd=0.021]
Ep 033/60 [S2:+mat]:   7%|▎   | 23/333 [00:25<05:46,  1.12s/it, loss=0.719, pair=0.007, adv=3.523, sprd=0.021]
Ep 033/60 [S2:+mat]:   7%|▎   | 23/333 [00:26<05:46,  1.12s/it, loss=0.719, pair=0.007, adv=3.923, sprd=0.023]
Ep 033/60 [S2:+mat]:   7%|▎   | 24/333 [00:26<05:28,  1.06s/it, loss=0.719, pair=0.007, adv=3.923, sprd=0.023]
Ep 033/60 [S2:+mat]:   7%|▎   | 24/333 [00:27<05:28,  1.06s/it, loss=0.718, pair=0.004, adv=3.309, sprd=0.024]
Ep 033/60 [S2:+mat]:   8%|▎   | 25/333 [00:27<05:26,  1.06s/it, loss=0.718, pair=0.004, adv=3.309, sprd=0.024]
Ep 033/60 [S2:+mat]:   8%|▎   | 25/333 [00:28<05:26,  1.06s/it, loss=0.736, pair=0.002, adv=3.696, sprd=0.026]
Ep 033/60 [S2:+mat]:   8%|▎   | 26/333 [00:28<05:16,  1.03s/it, loss=0.736, pair=0.002, adv=3.696, sprd=0.026]
Ep 033/60 [S2:+mat]:   8%|▎   | 26/333 [00:29<05:16,  1.03s/it, loss=0.712, pair=0.000, adv=3.789, sprd=0.022]
Ep 033/60 [S2:+mat]:   8%|▎   | 27/333 [00:29<05:30,  1.08s/it, loss=0.712, pair=0.000, adv=3.789, sprd=0.022]
Ep 033/60 [S2:+mat]:   8%|▎   | 27/333 [00:30<05:30,  1.08s/it, loss=0.752, pair=0.001, adv=3.518, sprd=0.031]
Ep 033/60 [S2:+mat]:   8%|▎   | 28/333 [00:30<05:22,  1.06s/it, loss=0.752, pair=0.001, adv=3.518, sprd=0.031]
Ep 033/60 [S2:+mat]:   8%|▎   | 28/333 [00:31<05:22,  1.06s/it, loss=0.734, pair=0.009, adv=3.404, sprd=0.025]
Ep 033/60 [S2:+mat]:   9%|▎   | 29/333 [00:31<05:38,  1.11s/it, loss=0.734, pair=0.009, adv=3.404, sprd=0.025]
Ep 033/60 [S2:+mat]:   9%|▎   | 29/333 [00:32<05:38,  1.11s/it, loss=0.733, pair=0.001, adv=3.809, sprd=0.026]
Ep 033/60 [S2:+mat]:   9%|▎   | 30/333 [00:32<05:23,  1.07s/it, loss=0.733, pair=0.001, adv=3.809, sprd=0.026]
Ep 033/60 [S2:+mat]:   9%|▎   | 30/333 [00:33<05:23,  1.07s/it, loss=0.761, pair=0.004, adv=3.644, sprd=0.022]
Ep 033/60 [S2:+mat]:   9%|▎   | 31/333 [00:33<05:34,  1.11s/it, loss=0.761, pair=0.004, adv=3.644, sprd=0.022]
Ep 033/60 [S2:+mat]:   9%|▎   | 31/333 [00:34<05:34,  1.11s/it, loss=0.702, pair=0.001, adv=3.965, sprd=0.017]
Ep 033/60 [S2:+mat]:  10%|▍   | 32/333 [00:34<05:17,  1.05s/it, loss=0.702, pair=0.001, adv=3.965, sprd=0.017]
Ep 033/60 [S2:+mat]:  10%|▍   | 32/333 [00:35<05:17,  1.05s/it, loss=0.724, pair=0.002, adv=4.057, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 33/333 [00:35<05:26,  1.09s/it, loss=0.724, pair=0.002, adv=4.057, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 33/333 [00:36<05:26,  1.09s/it, loss=0.722, pair=0.004, adv=3.620, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 34/333 [00:36<05:14,  1.05s/it, loss=0.722, pair=0.004, adv=3.620, sprd=0.024]
Ep 033/60 [S2:+mat]:  10%|▍   | 34/333 [00:38<05:14,  1.05s/it, loss=0.740, pair=0.016, adv=4.226, sprd=0.027]
Ep 033/60 [S2:+mat]:  11%|▍   | 35/333 [00:38<05:27,  1.10s/it, loss=0.740, pair=0.016, adv=4.226, sprd=0.027]
Ep 033/60 [S2:+mat]:  11%|▍   | 35/333 [00:39<05:27,  1.10s/it, loss=0.716, pair=0.004, adv=3.561, sprd=0.022]
Ep 033/60 [S2:+mat]:  11%|▍   | 36/333 [00:39<05:12,  1.05s/it, loss=0.716, pair=0.004, adv=3.561, sprd=0.022]
Ep 033/60 [S2:+mat]:  11%|▍   | 36/333 [00:40<05:12,  1.05s/it, loss=0.728, pair=0.002, adv=3.966, sprd=0.025]
Ep 033/60 [S2:+mat]:  11%|▍   | 37/333 [00:40<05:01,  1.02s/it, loss=0.728, pair=0.002, adv=3.966, sprd=0.025]
Ep 033/60 [S2:+mat]:  11%|▍   | 37/333 [00:40<05:01,  1.02s/it, loss=0.713, pair=0.007, adv=3.712, sprd=0.019]
Ep 033/60 [S2:+mat]:  11%|▍   | 38/333 [00:40<04:51,  1.01it/s, loss=0.713, pair=0.007, adv=3.712, sprd=0.019]
Ep 033/60 [S2:+mat]:  11%|▍   | 38/333 [00:42<04:51,  1.01it/s, loss=0.951, pair=0.760, adv=3.500, sprd=0.024]
Ep 033/60 [S2:+mat]:  12%|▍   | 39/333 [00:42<05:08,  1.05s/it, loss=0.951, pair=0.760, adv=3.500, sprd=0.024]
Ep 033/60 [S2:+mat]:  12%|▍   | 39/333 [00:43<05:08,  1.05s/it, loss=0.706, pair=0.004, adv=3.552, sprd=0.020]
Ep 033/60 [S2:+mat]:  12%|▍   | 40/333 [00:43<04:56,  1.01s/it, loss=0.706, pair=0.004, adv=3.552, sprd=0.020]
Ep 033/60 [S2:+mat]:  12%|▍   | 40/333 [00:44<04:56,  1.01s/it, loss=0.751, pair=0.004, adv=4.033, sprd=0.031]
Ep 033/60 [S2:+mat]:  12%|▍   | 41/333 [00:44<05:14,  1.08s/it, loss=0.751, pair=0.004, adv=4.033, sprd=0.031]
Ep 033/60 [S2:+mat]:  12%|▍   | 41/333 [00:45<05:14,  1.08s/it, loss=0.742, pair=0.003, adv=3.754, sprd=0.030]
Ep 033/60 [S2:+mat]:  13%|▌   | 42/333 [00:45<05:08,  1.06s/it, loss=0.742, pair=0.003, adv=3.754, sprd=0.030]
Ep 033/60 [S2:+mat]:  13%|▌   | 42/333 [00:46<05:08,  1.06s/it, loss=0.735, pair=0.001, adv=3.959, sprd=0.027]
Ep 033/60 [S2:+mat]:  13%|▌   | 43/333 [00:46<05:21,  1.11s/it, loss=0.735, pair=0.001, adv=3.959, sprd=0.027]
Ep 033/60 [S2:+mat]:  13%|▌   | 43/333 [00:47<05:21,  1.11s/it, loss=0.729, pair=0.003, adv=3.941, sprd=0.026]
Ep 033/60 [S2:+mat]:  13%|▌   | 44/333 [00:47<05:08,  1.07s/it, loss=0.729, pair=0.003, adv=3.941, sprd=0.026]
Ep 033/60 [S2:+mat]:  13%|▌   | 44/333 [00:48<05:08,  1.07s/it, loss=0.691, pair=0.004, adv=3.379, sprd=0.017]
Ep 033/60 [S2:+mat]:  14%|▌   | 45/333 [00:48<05:24,  1.13s/it, loss=0.691, pair=0.004, adv=3.379, sprd=0.017]
Ep 033/60 [S2:+mat]:  14%|▌   | 45/333 [00:49<05:24,  1.13s/it, loss=0.704, pair=0.001, adv=3.828, sprd=0.021]
Ep 033/60 [S2:+mat]:  14%|▌   | 46/333 [00:49<05:06,  1.07s/it, loss=0.704, pair=0.001, adv=3.828, sprd=0.021]
Ep 033/60 [S2:+mat]:  14%|▌   | 46/333 [00:50<05:06,  1.07s/it, loss=0.663, pair=0.008, adv=3.080, sprd=0.015]
Ep 033/60 [S2:+mat]:  14%|▌   | 47/333 [00:50<05:20,  1.12s/it, loss=0.663, pair=0.008, adv=3.080, sprd=0.015]
Ep 033/60 [S2:+mat]:  14%|▌   | 47/333 [00:51<05:20,  1.12s/it, loss=0.723, pair=0.007, adv=3.501, sprd=0.024]
Ep 033/60 [S2:+mat]:  14%|▌   | 48/333 [00:51<04:56,  1.04s/it, loss=0.723, pair=0.007, adv=3.501, sprd=0.024]
Ep 033/60 [S2:+mat]:  14%|▌   | 48/333 [00:52<04:56,  1.04s/it, loss=0.734, pair=0.003, adv=3.837, sprd=0.027]
Ep 033/60 [S2:+mat]:  15%|▌   | 49/333 [00:52<05:03,  1.07s/it, loss=0.734, pair=0.003, adv=3.837, sprd=0.027]
Ep 033/60 [S2:+mat]:  15%|▌   | 49/333 [00:53<05:03,  1.07s/it, loss=0.700, pair=0.007, adv=3.281, sprd=0.020]
Ep 033/60 [S2:+mat]:  15%|▌   | 50/333 [00:53<04:53,  1.04s/it, loss=0.700, pair=0.007, adv=3.281, sprd=0.020]
Ep 033/60 [S2:+mat]:  15%|▌   | 50/333 [00:55<04:53,  1.04s/it, loss=0.738, pair=0.011, adv=4.129, sprd=0.028]
Ep 033/60 [S2:+mat]:  15%|▌   | 51/333 [00:55<05:08,  1.10s/it, loss=0.738, pair=0.011, adv=4.129, sprd=0.028]
Ep 033/60 [S2:+mat]:  15%|▌   | 51/333 [00:56<05:08,  1.10s/it, loss=0.705, pair=0.008, adv=4.039, sprd=0.020]
Ep 033/60 [S2:+mat]:  16%|▌   | 52/333 [00:56<04:56,  1.06s/it, loss=0.705, pair=0.008, adv=4.039, sprd=0.020]
Ep 033/60 [S2:+mat]:  16%|▌   | 52/333 [00:57<04:56,  1.06s/it, loss=0.737, pair=0.007, adv=4.341, sprd=0.027]
Ep 033/60 [S2:+mat]:  16%|▋   | 53/333 [00:57<05:08,  1.10s/it, loss=0.737, pair=0.007, adv=4.341, sprd=0.027]
Ep 033/60 [S2:+mat]:  16%|▋   | 53/333 [00:58<05:08,  1.10s/it, loss=0.756, pair=0.007, adv=4.005, sprd=0.032]
Ep 033/60 [S2:+mat]:  16%|▋   | 54/333 [00:58<05:00,  1.08s/it, loss=0.756, pair=0.007, adv=4.005, sprd=0.032]
Ep 033/60 [S2:+mat]:  16%|▋   | 54/333 [00:59<05:00,  1.08s/it, loss=0.705, pair=0.005, adv=4.073, sprd=0.021]
Ep 033/60 [S2:+mat]:  17%|▋   | 55/333 [00:59<05:14,  1.13s/it, loss=0.705, pair=0.005, adv=4.073, sprd=0.021]
Ep 033/60 [S2:+mat]:  17%|▋   | 55/333 [01:00<05:14,  1.13s/it, loss=0.715, pair=0.010, adv=4.035, sprd=0.022]
Ep 033/60 [S2:+mat]:  17%|▋   | 56/333 [01:00<04:59,  1.08s/it, loss=0.715, pair=0.010, adv=4.035, sprd=0.022]
Ep 033/60 [S2:+mat]:  17%|▋   | 56/333 [01:01<04:59,  1.08s/it, loss=0.731, pair=0.008, adv=4.148, sprd=0.027]
Ep 033/60 [S2:+mat]:  17%|▋   | 57/333 [01:01<05:09,  1.12s/it, loss=0.731, pair=0.008, adv=4.148, sprd=0.027]
Ep 033/60 [S2:+mat]:  17%|▋   | 57/333 [01:02<05:09,  1.12s/it, loss=0.721, pair=0.007, adv=4.003, sprd=0.022]
Ep 033/60 [S2:+mat]:  17%|▋   | 58/333 [01:02<04:55,  1.08s/it, loss=0.721, pair=0.007, adv=4.003, sprd=0.022]
Ep 033/60 [S2:+mat]:  17%|▋   | 58/333 [01:04<04:55,  1.08s/it, loss=0.715, pair=0.002, adv=4.217, sprd=0.023]
Ep 033/60 [S2:+mat]:  18%|▋   | 59/333 [01:04<05:15,  1.15s/it, loss=0.715, pair=0.002, adv=4.217, sprd=0.023]
Ep 033/60 [S2:+mat]:  18%|▋   | 59/333 [01:04<05:15,  1.15s/it, loss=0.717, pair=0.006, adv=3.940, sprd=0.024]
Ep 033/60 [S2:+mat]:  18%|▋   | 60/333 [01:04<04:58,  1.09s/it, loss=0.717, pair=0.006, adv=3.940, sprd=0.024]
Ep 033/60 [S2:+mat]:  18%|▋   | 60/333 [01:06<04:58,  1.09s/it, loss=0.713, pair=0.008, adv=3.861, sprd=0.020]
Ep 033/60 [S2:+mat]:  18%|▋   | 61/333 [01:06<05:00,  1.11s/it, loss=0.713, pair=0.008, adv=3.861, sprd=0.020]
Ep 033/60 [S2:+mat]:  18%|▋   | 61/333 [01:07<05:00,  1.11s/it, loss=0.745, pair=0.008, adv=4.318, sprd=0.031]
Ep 033/60 [S2:+mat]:  19%|▋   | 62/333 [01:07<04:50,  1.07s/it, loss=0.745, pair=0.008, adv=4.318, sprd=0.031]
Ep 033/60 [S2:+mat]:  19%|▋   | 62/333 [01:08<04:50,  1.07s/it, loss=0.726, pair=0.007, adv=4.185, sprd=0.024]
Ep 033/60 [S2:+mat]:  19%|▊   | 63/333 [01:08<04:59,  1.11s/it, loss=0.726, pair=0.007, adv=4.185, sprd=0.024]
Ep 033/60 [S2:+mat]:  19%|▊   | 63/333 [01:09<04:59,  1.11s/it, loss=0.730, pair=0.002, adv=4.261, sprd=0.027]
Ep 033/60 [S2:+mat]:  19%|▊   | 64/333 [01:09<04:47,  1.07s/it, loss=0.730, pair=0.002, adv=4.261, sprd=0.027]
Ep 033/60 [S2:+mat]:  19%|▊   | 64/333 [01:10<04:47,  1.07s/it, loss=0.715, pair=0.011, adv=3.718, sprd=0.022]
Ep 033/60 [S2:+mat]:  20%|▊   | 65/333 [01:10<04:54,  1.10s/it, loss=0.715, pair=0.011, adv=3.718, sprd=0.022]
Ep 033/60 [S2:+mat]:  20%|▊   | 65/333 [01:11<04:54,  1.10s/it, loss=0.728, pair=0.012, adv=4.258, sprd=0.026]
Ep 033/60 [S2:+mat]:  20%|▊   | 66/333 [01:11<04:42,  1.06s/it, loss=0.728, pair=0.012, adv=4.258, sprd=0.026]
Ep 033/60 [S2:+mat]:  20%|▊   | 66/333 [01:12<04:42,  1.06s/it, loss=0.719, pair=0.001, adv=3.665, sprd=0.020]
Ep 033/60 [S2:+mat]:  20%|▊   | 67/333 [01:12<04:52,  1.10s/it, loss=0.719, pair=0.001, adv=3.665, sprd=0.020]
Ep 033/60 [S2:+mat]:  20%|▊   | 67/333 [01:13<04:52,  1.10s/it, loss=0.714, pair=0.001, adv=4.165, sprd=0.023]
Ep 033/60 [S2:+mat]:  20%|▊   | 68/333 [01:13<04:41,  1.06s/it, loss=0.714, pair=0.001, adv=4.165, sprd=0.023]
Ep 033/60 [S2:+mat]:  20%|▊   | 68/333 [01:14<04:41,  1.06s/it, loss=0.741, pair=0.005, adv=4.122, sprd=0.029]
Ep 033/60 [S2:+mat]:  21%|▊   | 69/333 [01:14<04:47,  1.09s/it, loss=0.741, pair=0.005, adv=4.122, sprd=0.029]
Ep 033/60 [S2:+mat]:  21%|▊   | 69/333 [01:15<04:47,  1.09s/it, loss=0.757, pair=0.004, adv=4.116, sprd=0.030]
Ep 033/60 [S2:+mat]:  21%|▊   | 70/333 [01:15<04:42,  1.07s/it, loss=0.757, pair=0.004, adv=4.116, sprd=0.030]
Ep 033/60 [S2:+mat]:  21%|▊   | 70/333 [01:16<04:42,  1.07s/it, loss=0.695, pair=0.001, adv=4.052, sprd=0.018]
Ep 033/60 [S2:+mat]:  21%|▊   | 71/333 [01:16<04:44,  1.09s/it, loss=0.695, pair=0.001, adv=4.052, sprd=0.018]
Ep 033/60 [S2:+mat]:  21%|▊   | 71/333 [01:17<04:44,  1.09s/it, loss=0.743, pair=0.005, adv=4.145, sprd=0.029]
Ep 033/60 [S2:+mat]:  22%|▊   | 72/333 [01:17<04:37,  1.06s/it, loss=0.743, pair=0.005, adv=4.145, sprd=0.029]
Ep 033/60 [S2:+mat]:  22%|▊   | 72/333 [01:19<04:37,  1.06s/it, loss=0.717, pair=0.003, adv=4.047, sprd=0.023]
Ep 033/60 [S2:+mat]:  22%|▉   | 73/333 [01:19<04:48,  1.11s/it, loss=0.717, pair=0.003, adv=4.047, sprd=0.023]
Ep 033/60 [S2:+mat]:  22%|▉   | 73/333 [01:20<04:48,  1.11s/it, loss=0.715, pair=0.004, adv=4.027, sprd=0.023]
Ep 033/60 [S2:+mat]:  22%|▉   | 74/333 [01:20<04:38,  1.07s/it, loss=0.715, pair=0.004, adv=4.027, sprd=0.023]
Ep 033/60 [S2:+mat]:  22%|▉   | 74/333 [01:21<04:38,  1.07s/it, loss=0.742, pair=0.005, adv=3.916, sprd=0.028]
Ep 033/60 [S2:+mat]:  23%|▉   | 75/333 [01:21<04:45,  1.11s/it, loss=0.742, pair=0.005, adv=3.916, sprd=0.028]
Ep 033/60 [S2:+mat]:  23%|▉   | 75/333 [01:22<04:45,  1.11s/it, loss=0.729, pair=0.001, adv=3.848, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 76/333 [01:22<04:35,  1.07s/it, loss=0.729, pair=0.001, adv=3.848, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 76/333 [01:23<04:35,  1.07s/it, loss=0.717, pair=0.004, adv=3.501, sprd=0.021]
Ep 033/60 [S2:+mat]:  23%|▉   | 77/333 [01:23<04:47,  1.12s/it, loss=0.717, pair=0.004, adv=3.501, sprd=0.021]
Ep 033/60 [S2:+mat]:  23%|▉   | 77/333 [01:24<04:47,  1.12s/it, loss=0.724, pair=0.001, adv=4.167, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 78/333 [01:24<04:35,  1.08s/it, loss=0.724, pair=0.001, adv=4.167, sprd=0.025]
Ep 033/60 [S2:+mat]:  23%|▉   | 78/333 [01:25<04:35,  1.08s/it, loss=0.735, pair=0.006, adv=4.134, sprd=0.026]
Ep 033/60 [S2:+mat]:  24%|▉   | 79/333 [01:25<04:41,  1.11s/it, loss=0.735, pair=0.006, adv=4.134, sprd=0.026]
Ep 033/60 [S2:+mat]:  24%|▉   | 79/333 [01:26<04:41,  1.11s/it, loss=0.728, pair=0.014, adv=3.834, sprd=0.022]
Ep 033/60 [S2:+mat]:  24%|▉   | 80/333 [01:26<04:29,  1.07s/it, loss=0.728, pair=0.014, adv=3.834, sprd=0.022]
Ep 033/60 [S2:+mat]:  24%|▉   | 80/333 [01:27<04:29,  1.07s/it, loss=0.720, pair=0.001, adv=4.309, sprd=0.025]
Ep 033/60 [S2:+mat]:  24%|▉   | 81/333 [01:27<04:40,  1.11s/it, loss=0.720, pair=0.001, adv=4.309, sprd=0.025]
Ep 033/60 [S2:+mat]:  24%|▉   | 81/333 [01:28<04:40,  1.11s/it, loss=0.719, pair=0.000, adv=4.055, sprd=0.021]
Ep 033/60 [S2:+mat]:  25%|▉   | 82/333 [01:28<04:30,  1.08s/it, loss=0.719, pair=0.000, adv=4.055, sprd=0.021]
Ep 033/60 [S2:+mat]:  25%|▉   | 82/333 [01:29<04:30,  1.08s/it, loss=0.706, pair=0.000, adv=3.750, sprd=0.018]
Ep 033/60 [S2:+mat]:  25%|▉   | 83/333 [01:29<04:23,  1.05s/it, loss=0.706, pair=0.000, adv=3.750, sprd=0.018]
Ep 033/60 [S2:+mat]:  25%|▉   | 83/333 [01:30<04:23,  1.05s/it, loss=0.720, pair=0.000, adv=3.955, sprd=0.024]
Ep 033/60 [S2:+mat]:  25%|█   | 84/333 [01:30<04:17,  1.03s/it, loss=0.720, pair=0.000, adv=3.955, sprd=0.024]
Ep 033/60 [S2:+mat]:  25%|█   | 84/333 [01:32<04:17,  1.03s/it, loss=0.720, pair=0.003, adv=4.105, sprd=0.023]
Ep 033/60 [S2:+mat]:  26%|█   | 85/333 [01:32<04:34,  1.11s/it, loss=0.720, pair=0.003, adv=4.105, sprd=0.023]
Ep 033/60 [S2:+mat]:  26%|█   | 85/333 [01:33<04:34,  1.11s/it, loss=0.710, pair=0.002, adv=3.745, sprd=0.021]
Ep 033/60 [S2:+mat]:  26%|█   | 86/333 [01:33<04:23,  1.07s/it, loss=0.710, pair=0.002, adv=3.745, sprd=0.021]
Ep 033/60 [S2:+mat]:  26%|█   | 86/333 [01:34<04:23,  1.07s/it, loss=0.695, pair=0.003, adv=3.476, sprd=0.017]
Ep 033/60 [S2:+mat]:  26%|█   | 87/333 [01:34<04:31,  1.10s/it, loss=0.695, pair=0.003, adv=3.476, sprd=0.017]
Ep 033/60 [S2:+mat]:  26%|█   | 87/333 [01:35<04:31,  1.10s/it, loss=0.707, pair=0.003, adv=3.936, sprd=0.023]
Ep 033/60 [S2:+mat]:  26%|█   | 88/333 [01:35<04:21,  1.07s/it, loss=0.707, pair=0.003, adv=3.936, sprd=0.023]
Ep 033/60 [S2:+mat]:  26%|█   | 88/333 [01:36<04:21,  1.07s/it, loss=0.728, pair=0.007, adv=3.435, sprd=0.025]
Ep 033/60 [S2:+mat]:  27%|█   | 89/333 [01:36<04:31,  1.11s/it, loss=0.728, pair=0.007, adv=3.435, sprd=0.025]
Ep 033/60 [S2:+mat]:  27%|█   | 89/333 [01:37<04:31,  1.11s/it, loss=0.751, pair=0.006, adv=3.967, sprd=0.031]
Ep 033/60 [S2:+mat]:  27%|█   | 90/333 [01:37<04:22,  1.08s/it, loss=0.751, pair=0.006, adv=3.967, sprd=0.031]
Ep 033/60 [S2:+mat]:  27%|█   | 90/333 [01:38<04:22,  1.08s/it, loss=0.791, pair=0.001, adv=4.012, sprd=0.021]
Ep 033/60 [S2:+mat]:  27%|█   | 91/333 [01:38<04:31,  1.12s/it, loss=0.791, pair=0.001, adv=4.012, sprd=0.021]
Ep 033/60 [S2:+mat]:  27%|█   | 91/333 [01:39<04:31,  1.12s/it, loss=0.700, pair=0.000, adv=3.726, sprd=0.016]
Ep 033/60 [S2:+mat]:  28%|█   | 92/333 [01:39<04:16,  1.07s/it, loss=0.700, pair=0.000, adv=3.726, sprd=0.016]
Ep 033/60 [S2:+mat]:  28%|█   | 92/333 [01:40<04:16,  1.07s/it, loss=0.715, pair=0.000, adv=3.970, sprd=0.021]
Ep 033/60 [S2:+mat]:  28%|█   | 93/333 [01:40<04:12,  1.05s/it, loss=0.715, pair=0.000, adv=3.970, sprd=0.021]
Ep 033/60 [S2:+mat]:  28%|█   | 93/333 [01:41<04:12,  1.05s/it, loss=0.705, pair=0.000, adv=4.119, sprd=0.021]
Ep 033/60 [S2:+mat]:  28%|█▏  | 94/333 [01:41<04:05,  1.03s/it, loss=0.705, pair=0.000, adv=4.119, sprd=0.021]
Ep 033/60 [S2:+mat]:  28%|█▏  | 94/333 [01:42<04:05,  1.03s/it, loss=0.739, pair=0.004, adv=3.800, sprd=0.027]
Ep 033/60 [S2:+mat]:  29%|█▏  | 95/333 [01:42<04:05,  1.03s/it, loss=0.739, pair=0.004, adv=3.800, sprd=0.027]
Ep 033/60 [S2:+mat]:  29%|█▏  | 95/333 [01:43<04:05,  1.03s/it, loss=0.730, pair=0.003, adv=4.095, sprd=0.027]
Ep 033/60 [S2:+mat]:  29%|█▏  | 96/333 [01:43<04:02,  1.02s/it, loss=0.730, pair=0.003, adv=4.095, sprd=0.027]
Ep 033/60 [S2:+mat]:  29%|█▏  | 96/333 [01:44<04:02,  1.02s/it, loss=0.720, pair=0.001, adv=3.921, sprd=0.021]
Ep 033/60 [S2:+mat]:  29%|█▏  | 97/333 [01:44<04:13,  1.08s/it, loss=0.720, pair=0.001, adv=3.921, sprd=0.021]
Ep 033/60 [S2:+mat]:  29%|█▏  | 97/333 [01:45<04:13,  1.08s/it, loss=0.737, pair=0.019, adv=4.068, sprd=0.027]
Ep 033/60 [S2:+mat]:  29%|█▏  | 98/333 [01:45<04:07,  1.05s/it, loss=0.737, pair=0.019, adv=4.068, sprd=0.027]
Ep 033/60 [S2:+mat]:  29%|█▏  | 98/333 [01:47<04:07,  1.05s/it, loss=0.706, pair=0.014, adv=4.036, sprd=0.021]
Ep 033/60 [S2:+mat]:  30%|█▏  | 99/333 [01:47<04:16,  1.10s/it, loss=0.706, pair=0.014, adv=4.036, sprd=0.021]
Ep 033/60 [S2:+mat]:  30%|█▏  | 99/333 [01:48<04:16,  1.10s/it, loss=0.722, pair=0.001, adv=3.824, sprd=0.025]
Ep 033/60 [S2:+mat]:  30%|▉  | 100/333 [01:48<04:09,  1.07s/it, loss=0.722, pair=0.001, adv=3.824, sprd=0.025]
Ep 033/60 [S2:+mat]:  30%|▉  | 100/333 [01:49<04:09,  1.07s/it, loss=0.719, pair=0.001, adv=4.140, sprd=0.022]
Ep 033/60 [S2:+mat]:  30%|▉  | 101/333 [01:49<04:14,  1.10s/it, loss=0.719, pair=0.001, adv=4.140, sprd=0.022]
Ep 033/60 [S2:+mat]:  30%|▉  | 101/333 [01:50<04:14,  1.10s/it, loss=0.713, pair=0.002, adv=3.770, sprd=0.020]
Ep 033/60 [S2:+mat]:  31%|▉  | 102/333 [01:50<04:01,  1.04s/it, loss=0.713, pair=0.002, adv=3.770, sprd=0.020]
Ep 033/60 [S2:+mat]:  31%|▉  | 102/333 [01:51<04:01,  1.04s/it, loss=0.711, pair=0.001, adv=3.808, sprd=0.022]
Ep 033/60 [S2:+mat]:  31%|▉  | 103/333 [01:51<04:12,  1.10s/it, loss=0.711, pair=0.001, adv=3.808, sprd=0.022]
Ep 033/60 [S2:+mat]:  31%|▉  | 103/333 [01:52<04:12,  1.10s/it, loss=0.701, pair=0.004, adv=3.892, sprd=0.018]
Ep 033/60 [S2:+mat]:  31%|▉  | 104/333 [01:52<04:02,  1.06s/it, loss=0.701, pair=0.004, adv=3.892, sprd=0.018]
Ep 033/60 [S2:+mat]:  31%|▉  | 104/333 [01:53<04:02,  1.06s/it, loss=0.710, pair=0.000, adv=3.663, sprd=0.020]
Ep 033/60 [S2:+mat]:  32%|▉  | 105/333 [01:53<04:10,  1.10s/it, loss=0.710, pair=0.000, adv=3.663, sprd=0.020]
Ep 033/60 [S2:+mat]:  32%|▉  | 105/333 [01:54<04:10,  1.10s/it, loss=0.722, pair=0.004, adv=3.561, sprd=0.024]
Ep 033/60 [S2:+mat]:  32%|▉  | 106/333 [01:54<04:02,  1.07s/it, loss=0.722, pair=0.004, adv=3.561, sprd=0.024]
Ep 033/60 [S2:+mat]:  32%|▉  | 106/333 [01:55<04:02,  1.07s/it, loss=0.747, pair=0.003, adv=3.823, sprd=0.031]
Ep 033/60 [S2:+mat]:  32%|▉  | 107/333 [01:55<04:00,  1.07s/it, loss=0.747, pair=0.003, adv=3.823, sprd=0.031]
Ep 033/60 [S2:+mat]:  32%|▉  | 107/333 [01:56<04:00,  1.07s/it, loss=0.692, pair=0.004, adv=3.204, sprd=0.020]
Ep 033/60 [S2:+mat]:  32%|▉  | 108/333 [01:56<03:50,  1.02s/it, loss=0.692, pair=0.004, adv=3.204, sprd=0.020]
Ep 033/60 [S2:+mat]:  32%|▉  | 108/333 [01:57<03:50,  1.02s/it, loss=0.714, pair=0.002, adv=3.980, sprd=0.023]
Ep 033/60 [S2:+mat]:  33%|▉  | 109/333 [01:57<04:02,  1.08s/it, loss=0.714, pair=0.002, adv=3.980, sprd=0.023]
Ep 033/60 [S2:+mat]:  33%|▉  | 109/333 [01:58<04:02,  1.08s/it, loss=0.746, pair=0.006, adv=3.416, sprd=0.027]
Ep 033/60 [S2:+mat]:  33%|▉  | 110/333 [01:58<03:58,  1.07s/it, loss=0.746, pair=0.006, adv=3.416, sprd=0.027]
Ep 033/60 [S2:+mat]:  33%|▉  | 110/333 [02:00<03:58,  1.07s/it, loss=0.726, pair=0.002, adv=3.679, sprd=0.025]
Ep 033/60 [S2:+mat]:  33%|█  | 111/333 [02:00<04:07,  1.12s/it, loss=0.726, pair=0.002, adv=3.679, sprd=0.025]
Ep 033/60 [S2:+mat]:  33%|█  | 111/333 [02:01<04:07,  1.12s/it, loss=0.703, pair=0.001, adv=3.609, sprd=0.019]
Ep 033/60 [S2:+mat]:  34%|█  | 112/333 [02:01<03:58,  1.08s/it, loss=0.703, pair=0.001, adv=3.609, sprd=0.019]
Ep 033/60 [S2:+mat]:  34%|█  | 112/333 [02:02<03:58,  1.08s/it, loss=0.708, pair=0.000, adv=3.941, sprd=0.021]
Ep 033/60 [S2:+mat]:  34%|█  | 113/333 [02:02<04:04,  1.11s/it, loss=0.708, pair=0.000, adv=3.941, sprd=0.021]
Ep 033/60 [S2:+mat]:  34%|█  | 113/333 [02:03<04:04,  1.11s/it, loss=0.740, pair=0.000, adv=4.046, sprd=0.024]
Ep 033/60 [S2:+mat]:  34%|█  | 114/333 [02:03<03:53,  1.07s/it, loss=0.740, pair=0.000, adv=4.046, sprd=0.024]
Ep 033/60 [S2:+mat]:  34%|█  | 114/333 [02:04<03:53,  1.07s/it, loss=0.717, pair=0.007, adv=3.891, sprd=0.021]
Ep 033/60 [S2:+mat]:  35%|█  | 115/333 [02:04<04:02,  1.11s/it, loss=0.717, pair=0.007, adv=3.891, sprd=0.021]
Ep 033/60 [S2:+mat]:  35%|█  | 115/333 [02:05<04:02,  1.11s/it, loss=0.753, pair=0.010, adv=4.077, sprd=0.032]
Ep 033/60 [S2:+mat]:  35%|█  | 116/333 [02:05<03:55,  1.08s/it, loss=0.753, pair=0.010, adv=4.077, sprd=0.032]
Ep 033/60 [S2:+mat]:  35%|█  | 116/333 [02:06<03:55,  1.08s/it, loss=0.739, pair=0.014, adv=3.989, sprd=0.026]
Ep 033/60 [S2:+mat]:  35%|█  | 117/333 [02:06<04:04,  1.13s/it, loss=0.739, pair=0.014, adv=3.989, sprd=0.026]
Ep 033/60 [S2:+mat]:  35%|█  | 117/333 [02:07<04:04,  1.13s/it, loss=0.757, pair=0.008, adv=4.047, sprd=0.034]
Ep 033/60 [S2:+mat]:  35%|█  | 118/333 [02:07<03:56,  1.10s/it, loss=0.757, pair=0.008, adv=4.047, sprd=0.034]
Ep 033/60 [S2:+mat]:  35%|█  | 118/333 [02:08<03:56,  1.10s/it, loss=0.737, pair=0.007, adv=3.944, sprd=0.027]
Ep 033/60 [S2:+mat]:  36%|█  | 119/333 [02:08<03:53,  1.09s/it, loss=0.737, pair=0.007, adv=3.944, sprd=0.027]
Ep 033/60 [S2:+mat]:  36%|█  | 119/333 [02:09<03:53,  1.09s/it, loss=0.745, pair=0.014, adv=4.259, sprd=0.030]
Ep 033/60 [S2:+mat]:  36%|█  | 120/333 [02:09<03:46,  1.06s/it, loss=0.745, pair=0.014, adv=4.259, sprd=0.030]
Ep 033/60 [S2:+mat]:  36%|█  | 120/333 [02:10<03:46,  1.06s/it, loss=0.709, pair=0.001, adv=3.619, sprd=0.020]
Ep 033/60 [S2:+mat]:  36%|█  | 121/333 [02:10<03:55,  1.11s/it, loss=0.709, pair=0.001, adv=3.619, sprd=0.020]
Ep 033/60 [S2:+mat]:  36%|█  | 121/333 [02:11<03:55,  1.11s/it, loss=0.699, pair=0.001, adv=3.923, sprd=0.018]
Ep 033/60 [S2:+mat]:  37%|█  | 122/333 [02:11<03:43,  1.06s/it, loss=0.699, pair=0.001, adv=3.923, sprd=0.018]
Ep 033/60 [S2:+mat]:  37%|█  | 122/333 [02:13<03:43,  1.06s/it, loss=0.704, pair=0.004, adv=3.817, sprd=0.019]
Ep 033/60 [S2:+mat]:  37%|█  | 123/333 [02:13<03:45,  1.08s/it, loss=0.704, pair=0.004, adv=3.817, sprd=0.019]
Ep 033/60 [S2:+mat]:  37%|█  | 123/333 [02:13<03:45,  1.08s/it, loss=0.713, pair=0.003, adv=4.303, sprd=0.020]
Ep 033/60 [S2:+mat]:  37%|█  | 124/333 [02:13<03:36,  1.04s/it, loss=0.713, pair=0.003, adv=4.303, sprd=0.020]
Ep 033/60 [S2:+mat]:  37%|█  | 124/333 [02:15<03:36,  1.04s/it, loss=0.744, pair=0.004, adv=4.349, sprd=0.031]
Ep 033/60 [S2:+mat]:  38%|█▏ | 125/333 [02:15<03:48,  1.10s/it, loss=0.744, pair=0.004, adv=4.349, sprd=0.031]
Ep 033/60 [S2:+mat]:  38%|█▏ | 125/333 [02:16<03:48,  1.10s/it, loss=0.708, pair=0.003, adv=3.990, sprd=0.022]
Ep 033/60 [S2:+mat]:  38%|█▏ | 126/333 [02:16<03:38,  1.06s/it, loss=0.708, pair=0.003, adv=3.990, sprd=0.022]
Ep 033/60 [S2:+mat]:  38%|█▏ | 126/333 [02:17<03:38,  1.06s/it, loss=0.712, pair=0.006, adv=3.573, sprd=0.022]
Ep 033/60 [S2:+mat]:  38%|█▏ | 127/333 [02:17<03:48,  1.11s/it, loss=0.712, pair=0.006, adv=3.573, sprd=0.022]
Ep 033/60 [S2:+mat]:  38%|█▏ | 127/333 [02:18<03:48,  1.11s/it, loss=0.743, pair=0.005, adv=4.344, sprd=0.030]
Ep 033/60 [S2:+mat]:  38%|█▏ | 128/333 [02:18<03:41,  1.08s/it, loss=0.743, pair=0.005, adv=4.344, sprd=0.030]
Ep 033/60 [S2:+mat]:  38%|█▏ | 128/333 [02:19<03:41,  1.08s/it, loss=0.707, pair=0.006, adv=3.354, sprd=0.021]
Ep 033/60 [S2:+mat]:  39%|█▏ | 129/333 [02:19<03:52,  1.14s/it, loss=0.707, pair=0.006, adv=3.354, sprd=0.021]
Ep 033/60 [S2:+mat]:  39%|█▏ | 129/333 [02:20<03:52,  1.14s/it, loss=0.699, pair=0.003, adv=3.751, sprd=0.019]
Ep 033/60 [S2:+mat]:  39%|█▏ | 130/333 [02:20<03:41,  1.09s/it, loss=0.699, pair=0.003, adv=3.751, sprd=0.019]
Ep 033/60 [S2:+mat]:  39%|█▏ | 130/333 [02:21<03:41,  1.09s/it, loss=0.811, pair=0.003, adv=4.271, sprd=0.026]
Ep 033/60 [S2:+mat]:  39%|█▏ | 131/333 [02:21<03:38,  1.08s/it, loss=0.811, pair=0.003, adv=4.271, sprd=0.026]
Ep 033/60 [S2:+mat]:  39%|█▏ | 131/333 [02:22<03:38,  1.08s/it, loss=0.690, pair=0.004, adv=3.376, sprd=0.016]
Ep 033/60 [S2:+mat]:  40%|█▏ | 132/333 [02:22<03:28,  1.04s/it, loss=0.690, pair=0.004, adv=3.376, sprd=0.016]
Ep 033/60 [S2:+mat]:  40%|█▏ | 132/333 [02:23<03:28,  1.04s/it, loss=0.745, pair=0.005, adv=4.017, sprd=0.027]
Ep 033/60 [S2:+mat]:  40%|█▏ | 133/333 [02:23<03:41,  1.11s/it, loss=0.745, pair=0.005, adv=4.017, sprd=0.027]
Ep 033/60 [S2:+mat]:  40%|█▏ | 133/333 [02:24<03:41,  1.11s/it, loss=0.722, pair=0.000, adv=4.075, sprd=0.022]
Ep 033/60 [S2:+mat]:  40%|█▏ | 134/333 [02:24<03:34,  1.08s/it, loss=0.722, pair=0.000, adv=4.075, sprd=0.022]
Ep 033/60 [S2:+mat]:  40%|█▏ | 134/333 [02:26<03:34,  1.08s/it, loss=0.725, pair=0.005, adv=4.425, sprd=0.026]
Ep 033/60 [S2:+mat]:  41%|█▏ | 135/333 [02:26<03:41,  1.12s/it, loss=0.725, pair=0.005, adv=4.425, sprd=0.026]
Ep 033/60 [S2:+mat]:  41%|█▏ | 135/333 [02:27<03:41,  1.12s/it, loss=0.735, pair=0.000, adv=4.288, sprd=0.028]
Ep 033/60 [S2:+mat]:  41%|█▏ | 136/333 [02:27<03:34,  1.09s/it, loss=0.735, pair=0.000, adv=4.288, sprd=0.028]
Ep 033/60 [S2:+mat]:  41%|█▏ | 136/333 [02:28<03:34,  1.09s/it, loss=0.714, pair=0.002, adv=4.252, sprd=0.022]
Ep 033/60 [S2:+mat]:  41%|█▏ | 137/333 [02:28<03:40,  1.12s/it, loss=0.714, pair=0.002, adv=4.252, sprd=0.022]
Ep 033/60 [S2:+mat]:  41%|█▏ | 137/333 [02:29<03:40,  1.12s/it, loss=0.722, pair=0.001, adv=4.179, sprd=0.023]
Ep 033/60 [S2:+mat]:  41%|█▏ | 138/333 [02:29<03:31,  1.09s/it, loss=0.722, pair=0.001, adv=4.179, sprd=0.023]
Ep 033/60 [S2:+mat]:  41%|█▏ | 138/333 [02:30<03:31,  1.09s/it, loss=0.749, pair=0.000, adv=4.161, sprd=0.030]
Ep 033/60 [S2:+mat]:  42%|█▎ | 139/333 [02:30<03:40,  1.14s/it, loss=0.749, pair=0.000, adv=4.161, sprd=0.030]
Ep 033/60 [S2:+mat]:  42%|█▎ | 139/333 [02:31<03:40,  1.14s/it, loss=0.722, pair=0.000, adv=4.133, sprd=0.024]
Ep 033/60 [S2:+mat]:  42%|█▎ | 140/333 [02:31<03:23,  1.05s/it, loss=0.722, pair=0.000, adv=4.133, sprd=0.024]
Ep 033/60 [S2:+mat]:  42%|█▎ | 140/333 [02:32<03:23,  1.05s/it, loss=0.742, pair=0.001, adv=4.311, sprd=0.027]
Ep 033/60 [S2:+mat]:  42%|█▎ | 141/333 [02:32<03:28,  1.09s/it, loss=0.742, pair=0.001, adv=4.311, sprd=0.027]
Ep 033/60 [S2:+mat]:  42%|█▎ | 141/333 [02:33<03:28,  1.09s/it, loss=0.710, pair=0.000, adv=4.468, sprd=0.023]
Ep 033/60 [S2:+mat]:  43%|█▎ | 142/333 [02:33<03:20,  1.05s/it, loss=0.710, pair=0.000, adv=4.468, sprd=0.023]
Ep 033/60 [S2:+mat]:  43%|█▎ | 142/333 [02:34<03:20,  1.05s/it, loss=0.736, pair=0.010, adv=4.751, sprd=0.026]
Ep 033/60 [S2:+mat]:  43%|█▎ | 143/333 [02:34<03:26,  1.08s/it, loss=0.736, pair=0.010, adv=4.751, sprd=0.026]
Ep 033/60 [S2:+mat]:  43%|█▎ | 143/333 [02:35<03:26,  1.08s/it, loss=0.682, pair=0.001, adv=3.927, sprd=0.017]
Ep 033/60 [S2:+mat]:  43%|█▎ | 144/333 [02:35<03:17,  1.04s/it, loss=0.682, pair=0.001, adv=3.927, sprd=0.017]
Ep 033/60 [S2:+mat]:  43%|█▎ | 144/333 [02:36<03:17,  1.04s/it, loss=0.735, pair=0.003, adv=4.578, sprd=0.027]
Ep 033/60 [S2:+mat]:  44%|█▎ | 145/333 [02:36<03:25,  1.09s/it, loss=0.735, pair=0.003, adv=4.578, sprd=0.027]
Ep 033/60 [S2:+mat]:  44%|█▎ | 145/333 [02:37<03:25,  1.09s/it, loss=0.713, pair=0.000, adv=4.106, sprd=0.021]
Ep 033/60 [S2:+mat]:  44%|█▎ | 146/333 [02:37<03:19,  1.07s/it, loss=0.713, pair=0.000, adv=4.106, sprd=0.021]
Ep 033/60 [S2:+mat]:  44%|█▎ | 146/333 [02:39<03:19,  1.07s/it, loss=0.711, pair=0.005, adv=4.307, sprd=0.020]
Ep 033/60 [S2:+mat]:  44%|█▎ | 147/333 [02:39<03:29,  1.12s/it, loss=0.711, pair=0.005, adv=4.307, sprd=0.020]
Ep 033/60 [S2:+mat]:  44%|█▎ | 147/333 [02:40<03:29,  1.12s/it, loss=0.698, pair=0.000, adv=4.119, sprd=0.019]
Ep 033/60 [S2:+mat]:  44%|█▎ | 148/333 [02:40<03:17,  1.07s/it, loss=0.698, pair=0.000, adv=4.119, sprd=0.019]
Ep 033/60 [S2:+mat]:  44%|█▎ | 148/333 [02:41<03:17,  1.07s/it, loss=0.734, pair=0.001, adv=4.482, sprd=0.028]
Ep 033/60 [S2:+mat]:  45%|█▎ | 149/333 [02:41<03:23,  1.10s/it, loss=0.734, pair=0.001, adv=4.482, sprd=0.028]
Ep 033/60 [S2:+mat]:  45%|█▎ | 149/333 [02:42<03:23,  1.10s/it, loss=0.726, pair=0.002, adv=4.169, sprd=0.026]
Ep 033/60 [S2:+mat]:  45%|█▎ | 150/333 [02:42<03:15,  1.07s/it, loss=0.726, pair=0.002, adv=4.169, sprd=0.026]
Ep 033/60 [S2:+mat]:  45%|█▎ | 150/333 [02:43<03:15,  1.07s/it, loss=0.703, pair=0.002, adv=4.265, sprd=0.021]
Ep 033/60 [S2:+mat]:  45%|█▎ | 151/333 [02:43<03:21,  1.11s/it, loss=0.703, pair=0.002, adv=4.265, sprd=0.021]
Ep 033/60 [S2:+mat]:  45%|█▎ | 151/333 [02:44<03:21,  1.11s/it, loss=0.730, pair=0.003, adv=3.830, sprd=0.025]
Ep 033/60 [S2:+mat]:  46%|█▎ | 152/333 [02:44<03:16,  1.08s/it, loss=0.730, pair=0.003, adv=3.830, sprd=0.025]
Ep 033/60 [S2:+mat]:  46%|█▎ | 152/333 [02:45<03:16,  1.08s/it, loss=0.734, pair=0.003, adv=4.676, sprd=0.028]
Ep 033/60 [S2:+mat]:  46%|█▍ | 153/333 [02:45<03:28,  1.16s/it, loss=0.734, pair=0.003, adv=4.676, sprd=0.028]
Ep 033/60 [S2:+mat]:  46%|█▍ | 153/333 [02:46<03:28,  1.16s/it, loss=0.719, pair=0.000, adv=4.235, sprd=0.024]
Ep 033/60 [S2:+mat]:  46%|█▍ | 154/333 [02:46<03:18,  1.11s/it, loss=0.719, pair=0.000, adv=4.235, sprd=0.024]
Ep 033/60 [S2:+mat]:  46%|█▍ | 154/333 [02:47<03:18,  1.11s/it, loss=0.742, pair=0.001, adv=4.458, sprd=0.028]
Ep 033/60 [S2:+mat]:  47%|█▍ | 155/333 [02:47<03:05,  1.04s/it, loss=0.742, pair=0.001, adv=4.458, sprd=0.028]
Ep 033/60 [S2:+mat]:  47%|█▍ | 155/333 [02:48<03:05,  1.04s/it, loss=0.742, pair=0.008, adv=4.398, sprd=0.029]
Ep 033/60 [S2:+mat]:  47%|█▍ | 156/333 [02:48<02:48,  1.05it/s, loss=0.742, pair=0.008, adv=4.398, sprd=0.029]
Ep 033/60 [S2:+mat]:  47%|█▍ | 156/333 [02:49<02:48,  1.05it/s, loss=0.734, pair=0.001, adv=4.288, sprd=0.028]
Ep 033/60 [S2:+mat]:  47%|█▍ | 157/333 [02:49<03:01,  1.03s/it, loss=0.734, pair=0.001, adv=4.288, sprd=0.028]
Ep 033/60 [S2:+mat]:  47%|█▍ | 157/333 [02:50<03:01,  1.03s/it, loss=0.708, pair=0.000, adv=3.894, sprd=0.022]
Ep 033/60 [S2:+mat]:  47%|█▍ | 158/333 [02:50<02:57,  1.02s/it, loss=0.708, pair=0.000, adv=3.894, sprd=0.022]
Ep 033/60 [S2:+mat]:  47%|█▍ | 158/333 [02:51<02:57,  1.02s/it, loss=0.721, pair=0.002, adv=4.072, sprd=0.024]
Ep 033/60 [S2:+mat]:  48%|█▍ | 159/333 [02:51<03:07,  1.08s/it, loss=0.721, pair=0.002, adv=4.072, sprd=0.024]
Ep 033/60 [S2:+mat]:  48%|█▍ | 159/333 [02:52<03:07,  1.08s/it, loss=0.707, pair=0.001, adv=4.177, sprd=0.022]
Ep 033/60 [S2:+mat]:  48%|█▍ | 160/333 [02:52<03:00,  1.04s/it, loss=0.707, pair=0.001, adv=4.177, sprd=0.022]
Ep 033/60 [S2:+mat]:  48%|█▍ | 160/333 [02:54<03:00,  1.04s/it, loss=0.708, pair=0.000, adv=3.741, sprd=0.021]
Ep 033/60 [S2:+mat]:  48%|█▍ | 161/333 [02:54<03:07,  1.09s/it, loss=0.708, pair=0.000, adv=3.741, sprd=0.021]
Ep 033/60 [S2:+mat]:  48%|█▍ | 161/333 [02:55<03:07,  1.09s/it, loss=0.705, pair=0.014, adv=4.149, sprd=0.021]
Ep 033/60 [S2:+mat]:  49%|█▍ | 162/333 [02:55<02:59,  1.05s/it, loss=0.705, pair=0.014, adv=4.149, sprd=0.021]
Ep 033/60 [S2:+mat]:  49%|█▍ | 162/333 [02:56<02:59,  1.05s/it, loss=0.708, pair=0.006, adv=3.820, sprd=0.021]
Ep 033/60 [S2:+mat]:  49%|█▍ | 163/333 [02:56<03:05,  1.09s/it, loss=0.708, pair=0.006, adv=3.820, sprd=0.021]
Ep 033/60 [S2:+mat]:  49%|█▍ | 163/333 [02:57<03:05,  1.09s/it, loss=0.731, pair=0.004, adv=4.271, sprd=0.025]
Ep 033/60 [S2:+mat]:  49%|█▍ | 164/333 [02:57<03:00,  1.07s/it, loss=0.731, pair=0.004, adv=4.271, sprd=0.025]
Ep 033/60 [S2:+mat]:  49%|█▍ | 164/333 [02:58<03:00,  1.07s/it, loss=0.709, pair=0.002, adv=3.633, sprd=0.020]
Ep 033/60 [S2:+mat]:  50%|█▍ | 165/333 [02:58<03:03,  1.09s/it, loss=0.709, pair=0.002, adv=3.633, sprd=0.020]
Ep 033/60 [S2:+mat]:  50%|█▍ | 165/333 [02:59<03:03,  1.09s/it, loss=0.703, pair=0.001, adv=3.644, sprd=0.018]
Ep 033/60 [S2:+mat]:  50%|█▍ | 166/333 [02:59<02:55,  1.05s/it, loss=0.703, pair=0.001, adv=3.644, sprd=0.018]
Ep 033/60 [S2:+mat]:  50%|█▍ | 166/333 [03:00<02:55,  1.05s/it, loss=0.710, pair=0.001, adv=4.093, sprd=0.018]
Ep 033/60 [S2:+mat]:  50%|█▌ | 167/333 [03:00<03:00,  1.09s/it, loss=0.710, pair=0.001, adv=4.093, sprd=0.018]
Ep 033/60 [S2:+mat]:  50%|█▌ | 167/333 [03:01<03:00,  1.09s/it, loss=0.717, pair=0.004, adv=4.035, sprd=0.023]
Ep 033/60 [S2:+mat]:  50%|█▌ | 168/333 [03:01<02:55,  1.06s/it, loss=0.717, pair=0.004, adv=4.035, sprd=0.023]
Ep 033/60 [S2:+mat]:  50%|█▌ | 168/333 [03:02<02:55,  1.06s/it, loss=0.711, pair=0.000, adv=3.561, sprd=0.021]
Ep 033/60 [S2:+mat]:  51%|█▌ | 169/333 [03:02<02:51,  1.04s/it, loss=0.711, pair=0.000, adv=3.561, sprd=0.021]
Ep 033/60 [S2:+mat]:  51%|█▌ | 169/333 [03:03<02:51,  1.04s/it, loss=0.740, pair=0.004, adv=4.142, sprd=0.029]
Ep 033/60 [S2:+mat]:  51%|█▌ | 170/333 [03:03<02:49,  1.04s/it, loss=0.740, pair=0.004, adv=4.142, sprd=0.029]
Ep 033/60 [S2:+mat]:  51%|█▌ | 170/333 [03:04<02:49,  1.04s/it, loss=0.754, pair=0.002, adv=3.922, sprd=0.030]
Ep 033/60 [S2:+mat]:  51%|█▌ | 171/333 [03:04<02:59,  1.11s/it, loss=0.754, pair=0.002, adv=3.922, sprd=0.030]
Ep 033/60 [S2:+mat]:  51%|█▌ | 171/333 [03:05<02:59,  1.11s/it, loss=0.733, pair=0.000, adv=3.602, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 172/333 [03:05<02:54,  1.08s/it, loss=0.733, pair=0.000, adv=3.602, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 172/333 [03:07<02:54,  1.08s/it, loss=0.731, pair=0.003, adv=3.850, sprd=0.024]
Ep 033/60 [S2:+mat]:  52%|█▌ | 173/333 [03:07<03:04,  1.15s/it, loss=0.731, pair=0.003, adv=3.850, sprd=0.024]
Ep 033/60 [S2:+mat]:  52%|█▌ | 173/333 [03:08<03:04,  1.15s/it, loss=0.735, pair=0.001, adv=3.826, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 174/333 [03:08<02:55,  1.11s/it, loss=0.735, pair=0.001, adv=3.826, sprd=0.026]
Ep 033/60 [S2:+mat]:  52%|█▌ | 174/333 [03:09<02:55,  1.11s/it, loss=0.736, pair=0.008, adv=4.100, sprd=0.027]
Ep 033/60 [S2:+mat]:  53%|█▌ | 175/333 [03:09<03:01,  1.15s/it, loss=0.736, pair=0.008, adv=4.100, sprd=0.027]
Ep 033/60 [S2:+mat]:  53%|█▌ | 175/333 [03:10<03:01,  1.15s/it, loss=0.722, pair=0.003, adv=4.201, sprd=0.024]
Ep 033/60 [S2:+mat]:  53%|█▌ | 176/333 [03:10<02:53,  1.11s/it, loss=0.722, pair=0.003, adv=4.201, sprd=0.024]
Ep 033/60 [S2:+mat]:  53%|█▌ | 176/333 [03:11<02:53,  1.11s/it, loss=1.400, pair=2.008, adv=3.850, sprd=0.023]
Ep 033/60 [S2:+mat]:  53%|█▌ | 177/333 [03:11<02:59,  1.15s/it, loss=1.400, pair=2.008, adv=3.850, sprd=0.023]
Ep 033/60 [S2:+mat]:  53%|█▌ | 177/333 [03:12<02:59,  1.15s/it, loss=0.690, pair=0.003, adv=4.005, sprd=0.017]
Ep 033/60 [S2:+mat]:  53%|█▌ | 178/333 [03:12<02:48,  1.08s/it, loss=0.690, pair=0.003, adv=4.005, sprd=0.017]
Ep 033/60 [S2:+mat]:  53%|█▌ | 178/333 [03:13<02:48,  1.08s/it, loss=0.731, pair=0.003, adv=3.715, sprd=0.026]
Ep 033/60 [S2:+mat]:  54%|█▌ | 179/333 [03:13<02:55,  1.14s/it, loss=0.731, pair=0.003, adv=3.715, sprd=0.026]
Ep 033/60 [S2:+mat]:  54%|█▌ | 179/333 [03:14<02:55,  1.14s/it, loss=0.721, pair=0.003, adv=3.924, sprd=0.023]
Ep 033/60 [S2:+mat]:  54%|█▌ | 180/333 [03:14<02:46,  1.09s/it, loss=0.721, pair=0.003, adv=3.924, sprd=0.023]
Ep 033/60 [S2:+mat]:  54%|█▌ | 180/333 [03:15<02:46,  1.09s/it, loss=0.781, pair=0.212, adv=3.944, sprd=0.024]
Ep 033/60 [S2:+mat]:  54%|█▋ | 181/333 [03:15<02:44,  1.08s/it, loss=0.781, pair=0.212, adv=3.944, sprd=0.024]
Ep 033/60 [S2:+mat]:  54%|█▋ | 181/333 [03:16<02:44,  1.08s/it, loss=0.721, pair=0.001, adv=4.032, sprd=0.025]
Ep 033/60 [S2:+mat]:  55%|█▋ | 182/333 [03:16<02:38,  1.05s/it, loss=0.721, pair=0.001, adv=4.032, sprd=0.025]
Ep 033/60 [S2:+mat]:  55%|█▋ | 182/333 [03:18<02:38,  1.05s/it, loss=0.712, pair=0.003, adv=3.844, sprd=0.022]
Ep 033/60 [S2:+mat]:  55%|█▋ | 183/333 [03:18<02:44,  1.10s/it, loss=0.712, pair=0.003, adv=3.844, sprd=0.022]
Ep 033/60 [S2:+mat]:  55%|█▋ | 183/333 [03:19<02:44,  1.10s/it, loss=0.716, pair=0.004, adv=3.997, sprd=0.024]
Ep 033/60 [S2:+mat]:  55%|█▋ | 184/333 [03:19<02:37,  1.06s/it, loss=0.716, pair=0.004, adv=3.997, sprd=0.024]
Ep 033/60 [S2:+mat]:  55%|█▋ | 184/333 [03:20<02:37,  1.06s/it, loss=1.357, pair=2.104, adv=3.556, sprd=0.022]
Ep 033/60 [S2:+mat]:  56%|█▋ | 185/333 [03:20<02:42,  1.10s/it, loss=1.357, pair=2.104, adv=3.556, sprd=0.022]
Ep 033/60 [S2:+mat]:  56%|█▋ | 185/333 [03:21<02:42,  1.10s/it, loss=0.723, pair=0.006, adv=3.884, sprd=0.022]
Ep 033/60 [S2:+mat]:  56%|█▋ | 186/333 [03:21<02:34,  1.05s/it, loss=0.723, pair=0.006, adv=3.884, sprd=0.022]
Ep 033/60 [S2:+mat]:  56%|█▋ | 186/333 [03:22<02:34,  1.05s/it, loss=0.740, pair=0.001, adv=4.045, sprd=0.030]
Ep 033/60 [S2:+mat]:  56%|█▋ | 187/333 [03:22<02:46,  1.14s/it, loss=0.740, pair=0.001, adv=4.045, sprd=0.030]
Ep 033/60 [S2:+mat]:  56%|█▋ | 187/333 [03:23<02:46,  1.14s/it, loss=0.717, pair=0.010, adv=4.106, sprd=0.019]
Ep 033/60 [S2:+mat]:  56%|█▋ | 188/333 [03:23<02:38,  1.09s/it, loss=0.717, pair=0.010, adv=4.106, sprd=0.019]
Ep 033/60 [S2:+mat]:  56%|█▋ | 188/333 [03:24<02:38,  1.09s/it, loss=0.796, pair=0.009, adv=3.404, sprd=0.019]
Ep 033/60 [S2:+mat]:  57%|█▋ | 189/333 [03:24<02:42,  1.13s/it, loss=0.796, pair=0.009, adv=3.404, sprd=0.019]
Ep 033/60 [S2:+mat]:  57%|█▋ | 189/333 [03:25<02:42,  1.13s/it, loss=0.721, pair=0.007, adv=3.878, sprd=0.025]
Ep 033/60 [S2:+mat]:  57%|█▋ | 190/333 [03:25<02:37,  1.10s/it, loss=0.721, pair=0.007, adv=3.878, sprd=0.025]
Ep 033/60 [S2:+mat]:  57%|█▋ | 190/333 [03:27<02:37,  1.10s/it, loss=0.742, pair=0.006, adv=3.975, sprd=0.027]
Ep 033/60 [S2:+mat]:  57%|█▋ | 191/333 [03:27<02:45,  1.17s/it, loss=0.742, pair=0.006, adv=3.975, sprd=0.027]
Ep 033/60 [S2:+mat]:  57%|█▋ | 191/333 [03:28<02:45,  1.17s/it, loss=0.702, pair=0.011, adv=3.638, sprd=0.020]
Ep 033/60 [S2:+mat]:  58%|█▋ | 192/333 [03:28<02:35,  1.11s/it, loss=0.702, pair=0.011, adv=3.638, sprd=0.020]
Ep 033/60 [S2:+mat]:  58%|█▋ | 192/333 [03:29<02:35,  1.11s/it, loss=0.722, pair=0.007, adv=3.983, sprd=0.021]
Ep 033/60 [S2:+mat]:  58%|█▋ | 193/333 [03:29<02:33,  1.10s/it, loss=0.722, pair=0.007, adv=3.983, sprd=0.021]
Ep 033/60 [S2:+mat]:  58%|█▋ | 193/333 [03:30<02:33,  1.10s/it, loss=1.279, pair=1.776, adv=3.686, sprd=0.031]
Ep 033/60 [S2:+mat]:  58%|█▋ | 194/333 [03:30<02:30,  1.08s/it, loss=1.279, pair=1.776, adv=3.686, sprd=0.031]
Ep 033/60 [S2:+mat]:  58%|█▋ | 194/333 [03:31<02:30,  1.08s/it, loss=0.715, pair=0.005, adv=3.921, sprd=0.021]
Ep 033/60 [S2:+mat]:  59%|█▊ | 195/333 [03:31<02:34,  1.12s/it, loss=0.715, pair=0.005, adv=3.921, sprd=0.021]
Ep 033/60 [S2:+mat]:  59%|█▊ | 195/333 [03:32<02:34,  1.12s/it, loss=0.727, pair=0.007, adv=3.927, sprd=0.023]
Ep 033/60 [S2:+mat]:  59%|█▊ | 196/333 [03:32<02:28,  1.08s/it, loss=0.727, pair=0.007, adv=3.927, sprd=0.023]
Ep 033/60 [S2:+mat]:  59%|█▊ | 196/333 [03:33<02:28,  1.08s/it, loss=0.724, pair=0.016, adv=4.038, sprd=0.024]
Ep 033/60 [S2:+mat]:  59%|█▊ | 197/333 [03:33<02:32,  1.12s/it, loss=0.724, pair=0.016, adv=4.038, sprd=0.024]
Ep 033/60 [S2:+mat]:  59%|█▊ | 197/333 [03:34<02:32,  1.12s/it, loss=0.716, pair=0.001, adv=3.810, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 198/333 [03:34<02:25,  1.08s/it, loss=0.716, pair=0.001, adv=3.810, sprd=0.022]
Ep 033/60 [S2:+mat]:  59%|█▊ | 198/333 [03:35<02:25,  1.08s/it, loss=1.359, pair=2.260, adv=3.975, sprd=0.017]
Ep 033/60 [S2:+mat]:  60%|█▊ | 199/333 [03:35<02:29,  1.12s/it, loss=1.359, pair=2.260, adv=3.975, sprd=0.017]
Ep 033/60 [S2:+mat]:  60%|█▊ | 199/333 [03:36<02:29,  1.12s/it, loss=0.710, pair=0.013, adv=3.785, sprd=0.021]
Ep 033/60 [S2:+mat]:  60%|█▊ | 200/333 [03:36<02:21,  1.06s/it, loss=0.710, pair=0.013, adv=3.785, sprd=0.021]
Ep 033/60 [S2:+mat]:  60%|█▊ | 200/333 [03:37<02:21,  1.06s/it, loss=0.712, pair=0.010, adv=3.819, sprd=0.023]
Ep 033/60 [S2:+mat]:  60%|█▊ | 201/333 [03:37<02:26,  1.11s/it, loss=0.712, pair=0.010, adv=3.819, sprd=0.023]
Ep 033/60 [S2:+mat]:  60%|█▊ | 201/333 [03:38<02:26,  1.11s/it, loss=0.723, pair=0.008, adv=3.998, sprd=0.025]
Ep 033/60 [S2:+mat]:  61%|█▊ | 202/333 [03:38<02:21,  1.08s/it, loss=0.723, pair=0.008, adv=3.998, sprd=0.025]
Ep 033/60 [S2:+mat]:  61%|█▊ | 202/333 [03:40<02:21,  1.08s/it, loss=1.272, pair=1.902, adv=3.765, sprd=0.019]
Ep 033/60 [S2:+mat]:  61%|█▊ | 203/333 [03:40<02:25,  1.12s/it, loss=1.272, pair=1.902, adv=3.765, sprd=0.019]
Ep 033/60 [S2:+mat]:  61%|█▊ | 203/333 [03:41<02:25,  1.12s/it, loss=0.722, pair=0.006, adv=3.459, sprd=0.023]
Ep 033/60 [S2:+mat]:  61%|█▊ | 204/333 [03:41<02:19,  1.08s/it, loss=0.722, pair=0.006, adv=3.459, sprd=0.023]
Ep 033/60 [S2:+mat]:  61%|█▊ | 204/333 [03:42<02:19,  1.08s/it, loss=1.974, pair=4.238, adv=4.298, sprd=0.025]
Ep 033/60 [S2:+mat]:  62%|█▊ | 205/333 [03:42<02:23,  1.12s/it, loss=1.974, pair=4.238, adv=4.298, sprd=0.025]
Ep 033/60 [S2:+mat]:  62%|█▊ | 205/333 [03:43<02:23,  1.12s/it, loss=1.295, pair=1.989, adv=4.081, sprd=0.022]
Ep 033/60 [S2:+mat]:  62%|█▊ | 206/333 [03:43<02:10,  1.03s/it, loss=1.295, pair=1.989, adv=4.081, sprd=0.022]
Ep 033/60 [S2:+mat]:  62%|█▊ | 206/333 [03:44<02:10,  1.03s/it, loss=1.234, pair=1.689, adv=4.248, sprd=0.029]
Ep 033/60 [S2:+mat]:  62%|█▊ | 207/333 [03:44<02:15,  1.08s/it, loss=1.234, pair=1.689, adv=4.248, sprd=0.029]
Ep 033/60 [S2:+mat]:  62%|█▊ | 207/333 [03:45<02:15,  1.08s/it, loss=0.727, pair=0.002, adv=3.640, sprd=0.026]
Ep 033/60 [S2:+mat]:  62%|█▊ | 208/333 [03:45<02:11,  1.05s/it, loss=0.727, pair=0.002, adv=3.640, sprd=0.026]
Ep 033/60 [S2:+mat]:  62%|█▊ | 208/333 [03:46<02:11,  1.05s/it, loss=0.695, pair=0.009, adv=3.558, sprd=0.020]
Ep 033/60 [S2:+mat]:  63%|█▉ | 209/333 [03:46<02:20,  1.13s/it, loss=0.695, pair=0.009, adv=3.558, sprd=0.020]
Ep 033/60 [S2:+mat]:  63%|█▉ | 209/333 [03:47<02:20,  1.13s/it, loss=1.855, pair=3.943, adv=4.192, sprd=0.020]
Ep 033/60 [S2:+mat]:  63%|█▉ | 210/333 [03:47<02:13,  1.09s/it, loss=1.855, pair=3.943, adv=4.192, sprd=0.020]
Ep 033/60 [S2:+mat]:  63%|█▉ | 210/333 [03:48<02:13,  1.09s/it, loss=2.345, pair=5.383, adv=4.229, sprd=0.029]
Ep 033/60 [S2:+mat]:  63%|█▉ | 211/333 [03:48<02:18,  1.14s/it, loss=2.345, pair=5.383, adv=4.229, sprd=0.029]
Ep 033/60 [S2:+mat]:  63%|█▉ | 211/333 [03:49<02:18,  1.14s/it, loss=0.741, pair=0.005, adv=3.429, sprd=0.021]
Ep 033/60 [S2:+mat]:  64%|█▉ | 212/333 [03:49<02:11,  1.08s/it, loss=0.741, pair=0.005, adv=3.429, sprd=0.021]
Ep 033/60 [S2:+mat]:  64%|█▉ | 212/333 [03:51<02:11,  1.08s/it, loss=0.746, pair=0.003, adv=4.137, sprd=0.028]
Ep 033/60 [S2:+mat]:  64%|█▉ | 213/333 [03:51<02:13,  1.11s/it, loss=0.746, pair=0.003, adv=4.137, sprd=0.028]
Ep 033/60 [S2:+mat]:  64%|█▉ | 213/333 [03:52<02:13,  1.11s/it, loss=1.884, pair=3.930, adv=3.942, sprd=0.021]
Ep 033/60 [S2:+mat]:  64%|█▉ | 214/333 [03:52<02:09,  1.09s/it, loss=1.884, pair=3.930, adv=3.942, sprd=0.021]
Ep 033/60 [S2:+mat]:  64%|█▉ | 214/333 [03:53<02:09,  1.09s/it, loss=0.718, pair=0.006, adv=3.831, sprd=0.023]
Ep 033/60 [S2:+mat]:  65%|█▉ | 215/333 [03:53<02:15,  1.15s/it, loss=0.718, pair=0.006, adv=3.831, sprd=0.023]
Ep 033/60 [S2:+mat]:  65%|█▉ | 215/333 [03:54<02:15,  1.15s/it, loss=2.281, pair=5.328, adv=3.533, sprd=0.021]
Ep 033/60 [S2:+mat]:  65%|█▉ | 216/333 [03:54<02:08,  1.10s/it, loss=2.281, pair=5.328, adv=3.533, sprd=0.021]
Ep 033/60 [S2:+mat]:  65%|█▉ | 216/333 [03:55<02:08,  1.10s/it, loss=0.682, pair=0.004, adv=3.547, sprd=0.016]
Ep 033/60 [S2:+mat]:  65%|█▉ | 217/333 [03:55<02:10,  1.12s/it, loss=0.682, pair=0.004, adv=3.547, sprd=0.016]
Ep 033/60 [S2:+mat]:  65%|█▉ | 217/333 [03:56<02:10,  1.12s/it, loss=0.906, pair=0.539, adv=3.760, sprd=0.031]
Ep 033/60 [S2:+mat]:  65%|█▉ | 218/333 [03:56<02:03,  1.08s/it, loss=0.906, pair=0.539, adv=3.760, sprd=0.031]
Ep 033/60 [S2:+mat]:  65%|█▉ | 218/333 [03:57<02:03,  1.08s/it, loss=0.721, pair=0.006, adv=3.667, sprd=0.020]
Ep 033/60 [S2:+mat]:  66%|█▉ | 219/333 [03:57<02:05,  1.10s/it, loss=0.721, pair=0.006, adv=3.667, sprd=0.020]
Ep 033/60 [S2:+mat]:  66%|█▉ | 219/333 [03:58<02:05,  1.10s/it, loss=0.724, pair=0.010, adv=3.433, sprd=0.022]
Ep 033/60 [S2:+mat]:  66%|█▉ | 220/333 [03:58<02:01,  1.07s/it, loss=0.724, pair=0.010, adv=3.433, sprd=0.022]
Ep 033/60 [S2:+mat]:  66%|█▉ | 220/333 [03:59<02:01,  1.07s/it, loss=0.693, pair=0.005, adv=3.498, sprd=0.017]
Ep 033/60 [S2:+mat]:  66%|█▉ | 221/333 [03:59<02:05,  1.12s/it, loss=0.693, pair=0.005, adv=3.498, sprd=0.017]
Ep 033/60 [S2:+mat]:  66%|█▉ | 221/333 [04:00<02:05,  1.12s/it, loss=0.713, pair=0.020, adv=3.560, sprd=0.021]
Ep 033/60 [S2:+mat]:  67%|██ | 222/333 [04:00<01:59,  1.08s/it, loss=0.713, pair=0.020, adv=3.560, sprd=0.021]
Ep 033/60 [S2:+mat]:  67%|██ | 222/333 [04:02<01:59,  1.08s/it, loss=0.723, pair=0.011, adv=3.610, sprd=0.024]
Ep 033/60 [S2:+mat]:  67%|██ | 223/333 [04:02<02:04,  1.13s/it, loss=0.723, pair=0.011, adv=3.610, sprd=0.024]
Ep 033/60 [S2:+mat]:  67%|██ | 223/333 [04:03<02:04,  1.13s/it, loss=0.709, pair=0.009, adv=3.994, sprd=0.021]
Ep 033/60 [S2:+mat]:  67%|██ | 224/333 [04:03<01:59,  1.10s/it, loss=0.709, pair=0.009, adv=3.994, sprd=0.021]
Ep 033/60 [S2:+mat]:  67%|██ | 224/333 [04:04<01:59,  1.10s/it, loss=0.745, pair=0.015, adv=3.440, sprd=0.026]
Ep 033/60 [S2:+mat]:  68%|██ | 225/333 [04:04<02:02,  1.13s/it, loss=0.745, pair=0.015, adv=3.440, sprd=0.026]
Ep 033/60 [S2:+mat]:  68%|██ | 225/333 [04:05<02:02,  1.13s/it, loss=1.248, pair=1.798, adv=3.481, sprd=0.023]
Ep 033/60 [S2:+mat]:  68%|██ | 226/333 [04:05<01:56,  1.09s/it, loss=1.248, pair=1.798, adv=3.481, sprd=0.023]
Ep 033/60 [S2:+mat]:  68%|██ | 226/333 [04:06<01:56,  1.09s/it, loss=0.738, pair=0.007, adv=3.536, sprd=0.027]
Ep 033/60 [S2:+mat]:  68%|██ | 227/333 [04:06<02:00,  1.14s/it, loss=0.738, pair=0.007, adv=3.536, sprd=0.027]
Ep 033/60 [S2:+mat]:  68%|██ | 227/333 [04:07<02:00,  1.14s/it, loss=0.721, pair=0.002, adv=3.459, sprd=0.024]
Ep 033/60 [S2:+mat]:  68%|██ | 228/333 [04:07<01:55,  1.10s/it, loss=0.721, pair=0.002, adv=3.459, sprd=0.024]
Ep 033/60 [S2:+mat]:  68%|██ | 228/333 [04:08<01:55,  1.10s/it, loss=0.737, pair=0.055, adv=3.395, sprd=0.020]
Ep 033/60 [S2:+mat]:  69%|██ | 229/333 [04:08<01:57,  1.13s/it, loss=0.737, pair=0.055, adv=3.395, sprd=0.020]
Ep 033/60 [S2:+mat]:  69%|██ | 229/333 [04:09<01:57,  1.13s/it, loss=0.737, pair=0.003, adv=3.658, sprd=0.027]
Ep 033/60 [S2:+mat]:  69%|██ | 230/333 [04:09<01:52,  1.09s/it, loss=0.737, pair=0.003, adv=3.658, sprd=0.027]
Ep 033/60 [S2:+mat]:  69%|██ | 230/333 [04:10<01:52,  1.09s/it, loss=0.687, pair=0.008, adv=3.472, sprd=0.014]
Ep 033/60 [S2:+mat]:  69%|██ | 231/333 [04:10<01:49,  1.07s/it, loss=0.687, pair=0.008, adv=3.472, sprd=0.014]
Ep 033/60 [S2:+mat]:  69%|██ | 231/333 [04:11<01:49,  1.07s/it, loss=0.735, pair=0.011, adv=3.782, sprd=0.026]
Ep 033/60 [S2:+mat]:  70%|██ | 232/333 [04:11<01:46,  1.05s/it, loss=0.735, pair=0.011, adv=3.782, sprd=0.026]
Ep 033/60 [S2:+mat]:  70%|██ | 232/333 [04:13<01:46,  1.05s/it, loss=0.730, pair=0.009, adv=3.682, sprd=0.024]
Ep 033/60 [S2:+mat]:  70%|██ | 233/333 [04:13<01:49,  1.10s/it, loss=0.730, pair=0.009, adv=3.682, sprd=0.024]
Ep 033/60 [S2:+mat]:  70%|██ | 233/333 [04:14<01:49,  1.10s/it, loss=0.701, pair=0.009, adv=3.204, sprd=0.022]
Ep 033/60 [S2:+mat]:  70%|██ | 234/333 [04:14<01:45,  1.07s/it, loss=0.701, pair=0.009, adv=3.204, sprd=0.022]
Ep 033/60 [S2:+mat]:  70%|██ | 234/333 [04:15<01:45,  1.07s/it, loss=0.724, pair=0.012, adv=3.728, sprd=0.021]
Ep 033/60 [S2:+mat]:  71%|██ | 235/333 [04:15<01:48,  1.11s/it, loss=0.724, pair=0.012, adv=3.728, sprd=0.021]
Ep 033/60 [S2:+mat]:  71%|██ | 235/333 [04:16<01:48,  1.11s/it, loss=0.744, pair=0.012, adv=3.581, sprd=0.030]
Ep 033/60 [S2:+mat]:  71%|██▏| 236/333 [04:16<01:44,  1.07s/it, loss=0.744, pair=0.012, adv=3.581, sprd=0.030]
Ep 033/60 [S2:+mat]:  71%|██▏| 236/333 [04:17<01:44,  1.07s/it, loss=0.736, pair=0.003, adv=3.474, sprd=0.027]
Ep 033/60 [S2:+mat]:  71%|██▏| 237/333 [04:17<01:48,  1.13s/it, loss=0.736, pair=0.003, adv=3.474, sprd=0.027]
Ep 033/60 [S2:+mat]:  71%|██▏| 237/333 [04:18<01:48,  1.13s/it, loss=0.697, pair=0.011, adv=3.771, sprd=0.017]
Ep 033/60 [S2:+mat]:  71%|██▏| 238/333 [04:18<01:42,  1.08s/it, loss=0.697, pair=0.011, adv=3.771, sprd=0.017]
Ep 033/60 [S2:+mat]:  71%|██▏| 238/333 [04:19<01:42,  1.08s/it, loss=0.720, pair=0.009, adv=3.888, sprd=0.024]
Ep 033/60 [S2:+mat]:  72%|██▏| 239/333 [04:19<01:46,  1.13s/it, loss=0.720, pair=0.009, adv=3.888, sprd=0.024]
Ep 033/60 [S2:+mat]:  72%|██▏| 239/333 [04:20<01:46,  1.13s/it, loss=0.737, pair=0.008, adv=3.691, sprd=0.028]
Ep 033/60 [S2:+mat]:  72%|██▏| 240/333 [04:20<01:42,  1.10s/it, loss=0.737, pair=0.008, adv=3.691, sprd=0.028]
Ep 033/60 [S2:+mat]:  72%|██▏| 240/333 [04:21<01:42,  1.10s/it, loss=0.713, pair=0.008, adv=3.877, sprd=0.020]
Ep 033/60 [S2:+mat]:  72%|██▏| 241/333 [04:21<01:45,  1.14s/it, loss=0.713, pair=0.008, adv=3.877, sprd=0.020]
Ep 033/60 [S2:+mat]:  72%|██▏| 241/333 [04:22<01:45,  1.14s/it, loss=0.731, pair=0.018, adv=3.700, sprd=0.025]
Ep 033/60 [S2:+mat]:  73%|██▏| 242/333 [04:22<01:40,  1.10s/it, loss=0.731, pair=0.018, adv=3.700, sprd=0.025]
Ep 033/60 [S2:+mat]:  73%|██▏| 242/333 [04:24<01:40,  1.10s/it, loss=0.720, pair=0.003, adv=3.962, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 243/333 [04:24<01:42,  1.14s/it, loss=0.720, pair=0.003, adv=3.962, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 243/333 [04:25<01:42,  1.14s/it, loss=0.724, pair=0.004, adv=3.732, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 244/333 [04:25<01:38,  1.10s/it, loss=0.724, pair=0.004, adv=3.732, sprd=0.023]
Ep 033/60 [S2:+mat]:  73%|██▏| 244/333 [04:26<01:38,  1.10s/it, loss=0.710, pair=0.003, adv=3.595, sprd=0.020]
Ep 033/60 [S2:+mat]:  74%|██▏| 245/333 [04:26<01:40,  1.14s/it, loss=0.710, pair=0.003, adv=3.595, sprd=0.020]
Ep 033/60 [S2:+mat]:  74%|██▏| 245/333 [04:27<01:40,  1.14s/it, loss=0.723, pair=0.008, adv=3.569, sprd=0.024]
Ep 033/60 [S2:+mat]:  74%|██▏| 246/333 [04:27<01:35,  1.10s/it, loss=0.723, pair=0.008, adv=3.569, sprd=0.024]
Ep 033/60 [S2:+mat]:  74%|██▏| 246/333 [04:28<01:35,  1.10s/it, loss=0.807, pair=0.017, adv=3.705, sprd=0.021]
Ep 033/60 [S2:+mat]:  74%|██▏| 247/333 [04:28<01:37,  1.14s/it, loss=0.807, pair=0.017, adv=3.705, sprd=0.021]
Ep 033/60 [S2:+mat]:  74%|██▏| 247/333 [04:29<01:37,  1.14s/it, loss=0.719, pair=0.013, adv=3.674, sprd=0.024]
Ep 033/60 [S2:+mat]:  74%|██▏| 248/333 [04:29<01:32,  1.09s/it, loss=0.719, pair=0.013, adv=3.674, sprd=0.024]
Ep 033/60 [S2:+mat]:  74%|██▏| 248/333 [04:30<01:32,  1.09s/it, loss=0.721, pair=0.008, adv=3.565, sprd=0.023]
Ep 033/60 [S2:+mat]:  75%|██▏| 249/333 [04:30<01:35,  1.14s/it, loss=0.721, pair=0.008, adv=3.565, sprd=0.023]
Ep 033/60 [S2:+mat]:  75%|██▏| 249/333 [04:31<01:35,  1.14s/it, loss=0.698, pair=0.009, adv=3.779, sprd=0.018]
Ep 033/60 [S2:+mat]:  75%|██▎| 250/333 [04:31<01:30,  1.09s/it, loss=0.698, pair=0.009, adv=3.779, sprd=0.018]
Ep 033/60 [S2:+mat]:  75%|██▎| 250/333 [04:33<01:30,  1.09s/it, loss=0.706, pair=0.006, adv=3.802, sprd=0.021]
Ep 033/60 [S2:+mat]:  75%|██▎| 251/333 [04:33<01:33,  1.15s/it, loss=0.706, pair=0.006, adv=3.802, sprd=0.021]
Ep 033/60 [S2:+mat]:  75%|██▎| 251/333 [04:34<01:33,  1.15s/it, loss=0.743, pair=0.012, adv=3.749, sprd=0.027]
Ep 033/60 [S2:+mat]:  76%|██▎| 252/333 [04:34<01:30,  1.12s/it, loss=0.743, pair=0.012, adv=3.749, sprd=0.027]
Ep 033/60 [S2:+mat]:  76%|██▎| 252/333 [04:35<01:30,  1.12s/it, loss=0.710, pair=0.010, adv=3.745, sprd=0.021]
Ep 033/60 [S2:+mat]:  76%|██▎| 253/333 [04:35<01:33,  1.17s/it, loss=0.710, pair=0.010, adv=3.745, sprd=0.021]
Ep 033/60 [S2:+mat]:  76%|██▎| 253/333 [04:36<01:33,  1.17s/it, loss=0.719, pair=0.009, adv=3.751, sprd=0.023]
Ep 033/60 [S2:+mat]:  76%|██▎| 254/333 [04:36<01:29,  1.13s/it, loss=0.719, pair=0.009, adv=3.751, sprd=0.023]
Ep 033/60 [S2:+mat]:  76%|██▎| 254/333 [04:37<01:29,  1.13s/it, loss=0.717, pair=0.006, adv=3.649, sprd=0.021]
Ep 033/60 [S2:+mat]:  77%|██▎| 255/333 [04:37<01:28,  1.14s/it, loss=0.717, pair=0.006, adv=3.649, sprd=0.021]
Ep 033/60 [S2:+mat]:  77%|██▎| 255/333 [04:38<01:28,  1.14s/it, loss=0.735, pair=0.005, adv=3.577, sprd=0.028]
Ep 033/60 [S2:+mat]:  77%|██▎| 256/333 [04:38<01:24,  1.10s/it, loss=0.735, pair=0.005, adv=3.577, sprd=0.028]
Ep 033/60 [S2:+mat]:  77%|██▎| 256/333 [04:39<01:24,  1.10s/it, loss=0.733, pair=0.005, adv=4.046, sprd=0.028]
Ep 033/60 [S2:+mat]:  77%|██▎| 257/333 [04:39<01:27,  1.15s/it, loss=0.733, pair=0.005, adv=4.046, sprd=0.028]
Ep 033/60 [S2:+mat]:  77%|██▎| 257/333 [04:41<01:27,  1.15s/it, loss=0.722, pair=0.002, adv=3.730, sprd=0.023]
Ep 033/60 [S2:+mat]:  77%|██▎| 258/333 [04:41<01:23,  1.11s/it, loss=0.722, pair=0.002, adv=3.730, sprd=0.023]
Ep 033/60 [S2:+mat]:  77%|██▎| 258/333 [04:42<01:23,  1.11s/it, loss=0.739, pair=0.006, adv=3.765, sprd=0.026]
Ep 033/60 [S2:+mat]:  78%|██▎| 259/333 [04:42<01:24,  1.14s/it, loss=0.739, pair=0.006, adv=3.765, sprd=0.026]
Ep 033/60 [S2:+mat]:  78%|██▎| 259/333 [04:43<01:24,  1.14s/it, loss=0.729, pair=0.023, adv=3.745, sprd=0.021]
Ep 033/60 [S2:+mat]:  78%|██▎| 260/333 [04:43<01:20,  1.10s/it, loss=0.729, pair=0.023, adv=3.745, sprd=0.021]
Ep 033/60 [S2:+mat]:  78%|██▎| 260/333 [04:44<01:20,  1.10s/it, loss=0.727, pair=0.006, adv=3.485, sprd=0.025]
Ep 033/60 [S2:+mat]:  78%|██▎| 261/333 [04:44<01:21,  1.13s/it, loss=0.727, pair=0.006, adv=3.485, sprd=0.025]
Ep 033/60 [S2:+mat]:  78%|██▎| 261/333 [04:45<01:21,  1.13s/it, loss=0.741, pair=0.039, adv=3.767, sprd=0.025]
Ep 033/60 [S2:+mat]:  79%|██▎| 262/333 [04:45<01:16,  1.08s/it, loss=0.741, pair=0.039, adv=3.767, sprd=0.025]
Ep 033/60 [S2:+mat]:  79%|██▎| 262/333 [04:46<01:16,  1.08s/it, loss=0.734, pair=0.028, adv=3.738, sprd=0.024]
Ep 033/60 [S2:+mat]:  79%|██▎| 263/333 [04:46<01:17,  1.11s/it, loss=0.734, pair=0.028, adv=3.738, sprd=0.024]
Ep 033/60 [S2:+mat]:  79%|██▎| 263/333 [04:47<01:17,  1.11s/it, loss=0.757, pair=0.019, adv=3.567, sprd=0.030]
Ep 033/60 [S2:+mat]:  79%|██▍| 264/333 [04:47<01:15,  1.10s/it, loss=0.757, pair=0.019, adv=3.567, sprd=0.030]
Ep 033/60 [S2:+mat]:  79%|██▍| 264/333 [04:48<01:15,  1.10s/it, loss=0.794, pair=0.023, adv=3.292, sprd=0.017]
Ep 033/60 [S2:+mat]:  80%|██▍| 265/333 [04:48<01:16,  1.13s/it, loss=0.794, pair=0.023, adv=3.292, sprd=0.017]
Ep 033/60 [S2:+mat]:  80%|██▍| 265/333 [04:49<01:16,  1.13s/it, loss=0.728, pair=0.008, adv=3.988, sprd=0.026]
Ep 033/60 [S2:+mat]:  80%|██▍| 266/333 [04:49<01:12,  1.09s/it, loss=0.728, pair=0.008, adv=3.988, sprd=0.026]
Ep 033/60 [S2:+mat]:  80%|██▍| 266/333 [04:51<01:12,  1.09s/it, loss=0.812, pair=0.006, adv=3.488, sprd=0.024]
Ep 033/60 [S2:+mat]:  80%|██▍| 267/333 [04:51<01:13,  1.12s/it, loss=0.812, pair=0.006, adv=3.488, sprd=0.024]
Ep 033/60 [S2:+mat]:  80%|██▍| 267/333 [04:51<01:13,  1.12s/it, loss=0.712, pair=0.002, adv=3.922, sprd=0.022]
Ep 033/60 [S2:+mat]:  80%|██▍| 268/333 [04:51<01:09,  1.07s/it, loss=0.712, pair=0.002, adv=3.922, sprd=0.022]
Ep 033/60 [S2:+mat]:  80%|██▍| 268/333 [04:53<01:09,  1.07s/it, loss=0.706, pair=0.006, adv=3.357, sprd=0.022]
Ep 033/60 [S2:+mat]:  81%|██▍| 269/333 [04:53<01:13,  1.14s/it, loss=0.706, pair=0.006, adv=3.357, sprd=0.022]
Ep 033/60 [S2:+mat]:  81%|██▍| 269/333 [04:54<01:13,  1.14s/it, loss=0.720, pair=0.024, adv=4.017, sprd=0.021]
Ep 033/60 [S2:+mat]:  81%|██▍| 270/333 [04:54<01:08,  1.09s/it, loss=0.720, pair=0.024, adv=4.017, sprd=0.021]
Ep 033/60 [S2:+mat]:  81%|██▍| 270/333 [04:55<01:08,  1.09s/it, loss=0.696, pair=0.008, adv=3.668, sprd=0.018]
Ep 033/60 [S2:+mat]:  81%|██▍| 271/333 [04:55<01:10,  1.14s/it, loss=0.696, pair=0.008, adv=3.668, sprd=0.018]
Ep 033/60 [S2:+mat]:  81%|██▍| 271/333 [04:56<01:10,  1.14s/it, loss=0.714, pair=0.009, adv=3.976, sprd=0.021]
Ep 033/60 [S2:+mat]:  82%|██▍| 272/333 [04:56<01:06,  1.09s/it, loss=0.714, pair=0.009, adv=3.976, sprd=0.021]
Ep 033/60 [S2:+mat]:  82%|██▍| 272/333 [04:57<01:06,  1.09s/it, loss=0.708, pair=0.008, adv=3.856, sprd=0.019]
Ep 033/60 [S2:+mat]:  82%|██▍| 273/333 [04:57<01:07,  1.13s/it, loss=0.708, pair=0.008, adv=3.856, sprd=0.019]
Ep 033/60 [S2:+mat]:  82%|██▍| 273/333 [04:58<01:07,  1.13s/it, loss=0.724, pair=0.006, adv=4.409, sprd=0.025]
Ep 033/60 [S2:+mat]:  82%|██▍| 274/333 [04:58<01:05,  1.10s/it, loss=0.724, pair=0.006, adv=4.409, sprd=0.025]
Ep 033/60 [S2:+mat]:  82%|██▍| 274/333 [04:59<01:05,  1.10s/it, loss=0.717, pair=0.010, adv=4.654, sprd=0.022]
Ep 033/60 [S2:+mat]:  83%|██▍| 275/333 [04:59<01:05,  1.12s/it, loss=0.717, pair=0.010, adv=4.654, sprd=0.022]
Ep 033/60 [S2:+mat]:  83%|██▍| 275/333 [05:00<01:05,  1.12s/it, loss=0.698, pair=0.000, adv=4.139, sprd=0.018]
Ep 033/60 [S2:+mat]:  83%|██▍| 276/333 [05:00<01:00,  1.07s/it, loss=0.698, pair=0.000, adv=4.139, sprd=0.018]
Ep 033/60 [S2:+mat]:  83%|██▍| 276/333 [05:02<01:00,  1.07s/it, loss=0.742, pair=0.011, adv=4.586, sprd=0.030]
Ep 033/60 [S2:+mat]:  83%|██▍| 277/333 [05:02<01:02,  1.12s/it, loss=0.742, pair=0.011, adv=4.586, sprd=0.030]
Ep 033/60 [S2:+mat]:  83%|██▍| 277/333 [05:03<01:02,  1.12s/it, loss=0.748, pair=0.006, adv=4.262, sprd=0.030]
Ep 033/60 [S2:+mat]:  83%|██▌| 278/333 [05:03<01:00,  1.11s/it, loss=0.748, pair=0.006, adv=4.262, sprd=0.030]
Ep 033/60 [S2:+mat]:  83%|██▌| 278/333 [05:04<01:00,  1.11s/it, loss=0.720, pair=0.012, adv=3.840, sprd=0.020]
Ep 033/60 [S2:+mat]:  84%|██▌| 279/333 [05:04<01:01,  1.14s/it, loss=0.720, pair=0.012, adv=3.840, sprd=0.020]
Ep 033/60 [S2:+mat]:  84%|██▌| 279/333 [05:05<01:01,  1.14s/it, loss=0.716, pair=0.008, adv=4.536, sprd=0.024]
Ep 033/60 [S2:+mat]:  84%|██▌| 280/333 [05:05<00:54,  1.02s/it, loss=0.716, pair=0.008, adv=4.536, sprd=0.024]
Ep 033/60 [S2:+mat]:  84%|██▌| 280/333 [05:06<00:54,  1.02s/it, loss=0.701, pair=0.007, adv=4.275, sprd=0.019]
Ep 033/60 [S2:+mat]:  84%|██▌| 281/333 [05:06<00:55,  1.07s/it, loss=0.701, pair=0.007, adv=4.275, sprd=0.019]
Ep 033/60 [S2:+mat]:  84%|██▌| 281/333 [05:07<00:55,  1.07s/it, loss=0.702, pair=0.012, adv=4.281, sprd=0.019]
Ep 033/60 [S2:+mat]:  85%|██▌| 282/333 [05:07<00:53,  1.05s/it, loss=0.702, pair=0.012, adv=4.281, sprd=0.019]
Ep 033/60 [S2:+mat]:  85%|██▌| 282/333 [05:08<00:53,  1.05s/it, loss=0.810, pair=0.003, adv=4.637, sprd=0.025]
Ep 033/60 [S2:+mat]:  85%|██▌| 283/333 [05:08<00:55,  1.10s/it, loss=0.810, pair=0.003, adv=4.637, sprd=0.025]
Ep 033/60 [S2:+mat]:  85%|██▌| 283/333 [05:09<00:55,  1.10s/it, loss=0.750, pair=0.014, adv=4.362, sprd=0.030]
Ep 033/60 [S2:+mat]:  85%|██▌| 284/333 [05:09<00:53,  1.09s/it, loss=0.750, pair=0.014, adv=4.362, sprd=0.030]
Ep 033/60 [S2:+mat]:  85%|██▌| 284/333 [05:10<00:53,  1.09s/it, loss=0.712, pair=0.001, adv=4.433, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 285/333 [05:10<00:54,  1.13s/it, loss=0.712, pair=0.001, adv=4.433, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 285/333 [05:11<00:54,  1.13s/it, loss=0.734, pair=0.005, adv=4.548, sprd=0.027]
Ep 033/60 [S2:+mat]:  86%|██▌| 286/333 [05:11<00:51,  1.10s/it, loss=0.734, pair=0.005, adv=4.548, sprd=0.027]
Ep 033/60 [S2:+mat]:  86%|██▌| 286/333 [05:13<00:51,  1.10s/it, loss=0.738, pair=0.009, adv=4.168, sprd=0.028]
Ep 033/60 [S2:+mat]:  86%|██▌| 287/333 [05:13<00:51,  1.13s/it, loss=0.738, pair=0.009, adv=4.168, sprd=0.028]
Ep 033/60 [S2:+mat]:  86%|██▌| 287/333 [05:14<00:51,  1.13s/it, loss=0.718, pair=0.005, adv=4.571, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 288/333 [05:14<00:49,  1.09s/it, loss=0.718, pair=0.005, adv=4.571, sprd=0.021]
Ep 033/60 [S2:+mat]:  86%|██▌| 288/333 [05:15<00:49,  1.09s/it, loss=0.715, pair=0.008, adv=4.151, sprd=0.022]
Ep 033/60 [S2:+mat]:  87%|██▌| 289/333 [05:15<00:48,  1.10s/it, loss=0.715, pair=0.008, adv=4.151, sprd=0.022]
Ep 033/60 [S2:+mat]:  87%|██▌| 289/333 [05:16<00:48,  1.10s/it, loss=0.690, pair=0.014, adv=4.287, sprd=0.018]
Ep 033/60 [S2:+mat]:  87%|██▌| 290/333 [05:16<00:45,  1.05s/it, loss=0.690, pair=0.014, adv=4.287, sprd=0.018]
Ep 033/60 [S2:+mat]:  87%|██▌| 290/333 [05:17<00:45,  1.05s/it, loss=0.779, pair=0.008, adv=4.357, sprd=0.019]
Ep 033/60 [S2:+mat]:  87%|██▌| 291/333 [05:17<00:46,  1.11s/it, loss=0.779, pair=0.008, adv=4.357, sprd=0.019]
Ep 033/60 [S2:+mat]:  87%|██▌| 291/333 [05:18<00:46,  1.11s/it, loss=0.737, pair=0.014, adv=4.478, sprd=0.027]
Ep 033/60 [S2:+mat]:  88%|██▋| 292/333 [05:18<00:44,  1.09s/it, loss=0.737, pair=0.014, adv=4.478, sprd=0.027]
Ep 033/60 [S2:+mat]:  88%|██▋| 292/333 [05:19<00:44,  1.09s/it, loss=0.714, pair=0.019, adv=3.878, sprd=0.019]
Ep 033/60 [S2:+mat]:  88%|██▋| 293/333 [05:19<00:43,  1.09s/it, loss=0.714, pair=0.019, adv=3.878, sprd=0.019]
Ep 033/60 [S2:+mat]:  88%|██▋| 293/333 [05:20<00:43,  1.09s/it, loss=0.706, pair=0.014, adv=4.669, sprd=0.019]
Ep 033/60 [S2:+mat]:  88%|██▋| 294/333 [05:20<00:40,  1.05s/it, loss=0.706, pair=0.014, adv=4.669, sprd=0.019]
Ep 033/60 [S2:+mat]:  88%|██▋| 294/333 [05:21<00:40,  1.05s/it, loss=0.707, pair=0.003, adv=4.451, sprd=0.022]
Ep 033/60 [S2:+mat]:  89%|██▋| 295/333 [05:21<00:41,  1.10s/it, loss=0.707, pair=0.003, adv=4.451, sprd=0.022]
Ep 033/60 [S2:+mat]:  89%|██▋| 295/333 [05:22<00:41,  1.10s/it, loss=0.738, pair=0.006, adv=4.411, sprd=0.028]
Ep 033/60 [S2:+mat]:  89%|██▋| 296/333 [05:22<00:39,  1.08s/it, loss=0.738, pair=0.006, adv=4.411, sprd=0.028]
Ep 033/60 [S2:+mat]:  89%|██▋| 296/333 [05:23<00:39,  1.08s/it, loss=0.699, pair=0.002, adv=4.506, sprd=0.019]
Ep 033/60 [S2:+mat]:  89%|██▋| 297/333 [05:23<00:39,  1.10s/it, loss=0.699, pair=0.002, adv=4.506, sprd=0.019]
Ep 033/60 [S2:+mat]:  89%|██▋| 297/333 [05:24<00:39,  1.10s/it, loss=0.726, pair=0.006, adv=4.109, sprd=0.023]
Ep 033/60 [S2:+mat]:  89%|██▋| 298/333 [05:24<00:37,  1.08s/it, loss=0.726, pair=0.006, adv=4.109, sprd=0.023]
Ep 033/60 [S2:+mat]:  89%|██▋| 298/333 [05:26<00:37,  1.08s/it, loss=0.708, pair=0.006, adv=3.628, sprd=0.020]
Ep 033/60 [S2:+mat]:  90%|██▋| 299/333 [05:26<00:38,  1.14s/it, loss=0.708, pair=0.006, adv=3.628, sprd=0.020]
Ep 033/60 [S2:+mat]:  90%|██▋| 299/333 [05:27<00:38,  1.14s/it, loss=0.730, pair=0.004, adv=4.418, sprd=0.027]
Ep 033/60 [S2:+mat]:  90%|██▋| 300/333 [05:27<00:36,  1.10s/it, loss=0.730, pair=0.004, adv=4.418, sprd=0.027]
Ep 033/60 [S2:+mat]:  90%|██▋| 300/333 [05:28<00:36,  1.10s/it, loss=0.721, pair=0.001, adv=4.033, sprd=0.024]
Ep 033/60 [S2:+mat]:  90%|██▋| 301/333 [05:28<00:37,  1.16s/it, loss=0.721, pair=0.001, adv=4.033, sprd=0.024]
Ep 033/60 [S2:+mat]:  90%|██▋| 301/333 [05:29<00:37,  1.16s/it, loss=0.740, pair=0.003, adv=4.520, sprd=0.029]
Ep 033/60 [S2:+mat]:  91%|██▋| 302/333 [05:29<00:33,  1.08s/it, loss=0.740, pair=0.003, adv=4.520, sprd=0.029]
Ep 033/60 [S2:+mat]:  91%|██▋| 302/333 [05:30<00:33,  1.08s/it, loss=0.828, pair=0.012, adv=3.660, sprd=0.026]
Ep 033/60 [S2:+mat]:  91%|██▋| 303/333 [05:30<00:33,  1.12s/it, loss=0.828, pair=0.012, adv=3.660, sprd=0.026]
Ep 033/60 [S2:+mat]:  91%|██▋| 303/333 [05:31<00:33,  1.12s/it, loss=0.702, pair=0.002, adv=4.160, sprd=0.017]
Ep 033/60 [S2:+mat]:  91%|██▋| 304/333 [05:31<00:30,  1.06s/it, loss=0.702, pair=0.002, adv=4.160, sprd=0.017]
Ep 033/60 [S2:+mat]:  91%|██▋| 304/333 [05:32<00:30,  1.06s/it, loss=0.713, pair=0.001, adv=4.093, sprd=0.023]
Ep 033/60 [S2:+mat]:  92%|██▋| 305/333 [05:32<00:31,  1.14s/it, loss=0.713, pair=0.001, adv=4.093, sprd=0.023]
Ep 033/60 [S2:+mat]:  92%|██▋| 305/333 [05:33<00:31,  1.14s/it, loss=0.730, pair=0.007, adv=4.127, sprd=0.027]
Ep 033/60 [S2:+mat]:  92%|██▊| 306/333 [05:33<00:27,  1.03s/it, loss=0.730, pair=0.007, adv=4.127, sprd=0.027]
Ep 033/60 [S2:+mat]:  92%|██▊| 306/333 [05:34<00:27,  1.03s/it, loss=0.722, pair=0.003, adv=4.169, sprd=0.026]
Ep 033/60 [S2:+mat]:  92%|██▊| 307/333 [05:34<00:28,  1.09s/it, loss=0.722, pair=0.003, adv=4.169, sprd=0.026]
Ep 033/60 [S2:+mat]:  92%|██▊| 307/333 [05:35<00:28,  1.09s/it, loss=0.706, pair=0.001, adv=4.015, sprd=0.020]
Ep 033/60 [S2:+mat]:  92%|██▊| 308/333 [05:35<00:26,  1.06s/it, loss=0.706, pair=0.001, adv=4.015, sprd=0.020]
Ep 033/60 [S2:+mat]:  92%|██▊| 308/333 [05:36<00:26,  1.06s/it, loss=0.709, pair=0.001, adv=4.039, sprd=0.021]
Ep 033/60 [S2:+mat]:  93%|██▊| 309/333 [05:36<00:26,  1.10s/it, loss=0.709, pair=0.001, adv=4.039, sprd=0.021]
Ep 033/60 [S2:+mat]:  93%|██▊| 309/333 [05:37<00:26,  1.10s/it, loss=0.709, pair=0.001, adv=3.848, sprd=0.022]
Ep 033/60 [S2:+mat]:  93%|██▊| 310/333 [05:37<00:24,  1.07s/it, loss=0.709, pair=0.001, adv=3.848, sprd=0.022]
Ep 033/60 [S2:+mat]:  93%|██▊| 310/333 [05:39<00:24,  1.07s/it, loss=0.701, pair=0.002, adv=4.025, sprd=0.019]
Ep 033/60 [S2:+mat]:  93%|██▊| 311/333 [05:39<00:24,  1.11s/it, loss=0.701, pair=0.002, adv=4.025, sprd=0.019]
Ep 033/60 [S2:+mat]:  93%|██▊| 311/333 [05:40<00:24,  1.11s/it, loss=0.704, pair=0.001, adv=4.037, sprd=0.019]
Ep 033/60 [S2:+mat]:  94%|██▊| 312/333 [05:40<00:22,  1.06s/it, loss=0.704, pair=0.001, adv=4.037, sprd=0.019]
Ep 033/60 [S2:+mat]:  94%|██▊| 312/333 [05:41<00:22,  1.06s/it, loss=0.713, pair=0.008, adv=3.928, sprd=0.022]
Ep 033/60 [S2:+mat]:  94%|██▊| 313/333 [05:41<00:23,  1.16s/it, loss=0.713, pair=0.008, adv=3.928, sprd=0.022]
Ep 033/60 [S2:+mat]:  94%|██▊| 313/333 [05:42<00:23,  1.16s/it, loss=0.722, pair=0.012, adv=4.246, sprd=0.024]
Ep 033/60 [S2:+mat]:  94%|██▊| 314/333 [05:42<00:20,  1.06s/it, loss=0.722, pair=0.012, adv=4.246, sprd=0.024]
Ep 033/60 [S2:+mat]:  94%|██▊| 314/333 [05:43<00:20,  1.06s/it, loss=0.697, pair=0.017, adv=3.939, sprd=0.016]
Ep 033/60 [S2:+mat]:  95%|██▊| 315/333 [05:43<00:19,  1.10s/it, loss=0.697, pair=0.017, adv=3.939, sprd=0.016]
Ep 033/60 [S2:+mat]:  95%|██▊| 315/333 [05:44<00:19,  1.10s/it, loss=0.736, pair=0.001, adv=3.852, sprd=0.028]
Ep 033/60 [S2:+mat]:  95%|██▊| 316/333 [05:44<00:18,  1.07s/it, loss=0.736, pair=0.001, adv=3.852, sprd=0.028]
Ep 033/60 [S2:+mat]:  95%|██▊| 316/333 [05:45<00:18,  1.07s/it, loss=0.745, pair=0.003, adv=3.759, sprd=0.028]
Ep 033/60 [S2:+mat]:  95%|██▊| 317/333 [05:45<00:17,  1.12s/it, loss=0.745, pair=0.003, adv=3.759, sprd=0.028]
Ep 033/60 [S2:+mat]:  95%|██▊| 317/333 [05:46<00:17,  1.12s/it, loss=0.723, pair=0.021, adv=4.038, sprd=0.022]
Ep 033/60 [S2:+mat]:  95%|██▊| 318/333 [05:46<00:16,  1.08s/it, loss=0.723, pair=0.021, adv=4.038, sprd=0.022]
Ep 033/60 [S2:+mat]:  95%|██▊| 318/333 [05:47<00:16,  1.08s/it, loss=0.723, pair=0.010, adv=3.963, sprd=0.022]
Ep 033/60 [S2:+mat]:  96%|██▊| 319/333 [05:47<00:15,  1.09s/it, loss=0.723, pair=0.010, adv=3.963, sprd=0.022]
Ep 033/60 [S2:+mat]:  96%|██▊| 319/333 [05:48<00:15,  1.09s/it, loss=0.693, pair=0.006, adv=3.843, sprd=0.017]
Ep 033/60 [S2:+mat]:  96%|██▉| 320/333 [05:48<00:13,  1.05s/it, loss=0.693, pair=0.006, adv=3.843, sprd=0.017]
Ep 033/60 [S2:+mat]:  96%|██▉| 320/333 [05:50<00:13,  1.05s/it, loss=0.735, pair=0.004, adv=3.806, sprd=0.027]
Ep 033/60 [S2:+mat]:  96%|██▉| 321/333 [05:50<00:13,  1.12s/it, loss=0.735, pair=0.004, adv=3.806, sprd=0.027]
Ep 033/60 [S2:+mat]:  96%|██▉| 321/333 [05:51<00:13,  1.12s/it, loss=0.737, pair=0.000, adv=3.790, sprd=0.028]
Ep 033/60 [S2:+mat]:  97%|██▉| 322/333 [05:51<00:11,  1.09s/it, loss=0.737, pair=0.000, adv=3.790, sprd=0.028]
Ep 033/60 [S2:+mat]:  97%|██▉| 322/333 [05:52<00:11,  1.09s/it, loss=0.732, pair=0.000, adv=3.845, sprd=0.027]
Ep 033/60 [S2:+mat]:  97%|██▉| 323/333 [05:52<00:11,  1.13s/it, loss=0.732, pair=0.000, adv=3.845, sprd=0.027]
Ep 033/60 [S2:+mat]:  97%|██▉| 323/333 [05:53<00:11,  1.13s/it, loss=0.720, pair=0.008, adv=3.517, sprd=0.023]
Ep 033/60 [S2:+mat]:  97%|██▉| 324/333 [05:53<00:09,  1.09s/it, loss=0.720, pair=0.008, adv=3.517, sprd=0.023]
Ep 033/60 [S2:+mat]:  97%|██▉| 324/333 [05:54<00:09,  1.09s/it, loss=0.705, pair=0.006, adv=3.890, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 325/333 [05:54<00:08,  1.11s/it, loss=0.705, pair=0.006, adv=3.890, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 325/333 [05:55<00:08,  1.11s/it, loss=0.727, pair=0.005, adv=4.064, sprd=0.024]
Ep 033/60 [S2:+mat]:  98%|██▉| 326/333 [05:55<00:07,  1.08s/it, loss=0.727, pair=0.005, adv=4.064, sprd=0.024]
Ep 033/60 [S2:+mat]:  98%|██▉| 326/333 [05:56<00:07,  1.08s/it, loss=0.720, pair=0.018, adv=3.729, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 327/333 [05:56<00:06,  1.10s/it, loss=0.720, pair=0.018, adv=3.729, sprd=0.021]
Ep 033/60 [S2:+mat]:  98%|██▉| 327/333 [05:57<00:06,  1.10s/it, loss=0.716, pair=0.005, adv=3.679, sprd=0.020]
Ep 033/60 [S2:+mat]:  98%|██▉| 328/333 [05:57<00:05,  1.06s/it, loss=0.716, pair=0.005, adv=3.679, sprd=0.020]
Ep 033/60 [S2:+mat]:  98%|██▉| 328/333 [05:58<00:05,  1.06s/it, loss=0.712, pair=0.000, adv=3.909, sprd=0.023]
Ep 033/60 [S2:+mat]:  99%|██▉| 329/333 [05:58<00:04,  1.11s/it, loss=0.712, pair=0.000, adv=3.909, sprd=0.023]
Ep 033/60 [S2:+mat]:  99%|██▉| 329/333 [05:59<00:04,  1.11s/it, loss=0.707, pair=0.004, adv=3.596, sprd=0.021]
Ep 033/60 [S2:+mat]:  99%|██▉| 330/333 [05:59<00:03,  1.07s/it, loss=0.707, pair=0.004, adv=3.596, sprd=0.021]
Ep 033/60 [S2:+mat]:  99%|██▉| 330/333 [06:01<00:03,  1.07s/it, loss=0.713, pair=0.004, adv=3.588, sprd=0.022]
Ep 033/60 [S2:+mat]:  99%|██▉| 331/333 [06:01<00:02,  1.11s/it, loss=0.713, pair=0.004, adv=3.588, sprd=0.022]
Ep 033/60 [S2:+mat]:  99%|██▉| 331/333 [06:01<00:02,  1.11s/it, loss=0.727, pair=0.017, adv=4.102, sprd=0.024]
Ep 033/60 [S2:+mat]: 100%|██▉| 332/333 [06:01<00:01,  1.04s/it, loss=0.727, pair=0.017, adv=4.102, sprd=0.024]
Ep 033/60 [S2:+mat]: 100%|██▉| 332/333 [06:03<00:01,  1.04s/it, loss=0.717, pair=0.019, adv=3.856, sprd=0.022]
Ep 033/60 [S2:+mat]: 100%|███| 333/333 [06:03<00:00,  1.09s/it, loss=0.717, pair=0.019, adv=3.856, sprd=0.022]
                                                                                                              
Epoch 033/60 [S2:+mat]  loss=0.7593  mat=0.3318  sens=1.1349  pair=0.1254  adv=3.9130(rand=3.37)  deg=0.0051  orth=0.0025  spread=0.0234  q_mean=51.2  q_std=16.0  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.75e-05  363s

Ep 034/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 034/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.726, pair=0.004, adv=4.125, sprd=0.024]
Ep 034/60 [S2:+mat]:   0%|     | 1/333 [00:01<09:01,  1.63s/it, loss=0.726, pair=0.004, adv=4.125, sprd=0.024]
Ep 034/60 [S2:+mat]:   0%|     | 1/333 [00:02<09:01,  1.63s/it, loss=0.717, pair=0.007, adv=3.719, sprd=0.020]
Ep 034/60 [S2:+mat]:   1%|     | 2/333 [00:02<06:55,  1.25s/it, loss=0.717, pair=0.007, adv=3.719, sprd=0.020]
Ep 034/60 [S2:+mat]:   1%|     | 2/333 [00:03<06:55,  1.25s/it, loss=0.708, pair=0.006, adv=4.176, sprd=0.020]
Ep 034/60 [S2:+mat]:   1%|     | 3/333 [00:03<06:51,  1.25s/it, loss=0.708, pair=0.006, adv=4.176, sprd=0.020]
Ep 034/60 [S2:+mat]:   1%|     | 3/333 [00:04<06:51,  1.25s/it, loss=0.713, pair=0.004, adv=3.713, sprd=0.022]
Ep 034/60 [S2:+mat]:   1%|     | 4/333 [00:04<06:16,  1.15s/it, loss=0.713, pair=0.004, adv=3.713, sprd=0.022]
Ep 034/60 [S2:+mat]:   1%|     | 4/333 [00:06<06:16,  1.15s/it, loss=0.716, pair=0.005, adv=3.943, sprd=0.022]
Ep 034/60 [S2:+mat]:   2%|     | 5/333 [00:06<06:25,  1.18s/it, loss=0.716, pair=0.005, adv=3.943, sprd=0.022]
Ep 034/60 [S2:+mat]:   2%|     | 5/333 [00:07<06:25,  1.18s/it, loss=0.733, pair=0.007, adv=4.122, sprd=0.026]
Ep 034/60 [S2:+mat]:   2%|     | 6/333 [00:07<06:05,  1.12s/it, loss=0.733, pair=0.007, adv=4.122, sprd=0.026]
Ep 034/60 [S2:+mat]:   2%|     | 6/333 [00:08<06:05,  1.12s/it, loss=0.808, pair=0.004, adv=3.947, sprd=0.024]
Ep 034/60 [S2:+mat]:   2%|     | 7/333 [00:08<06:20,  1.17s/it, loss=0.808, pair=0.004, adv=3.947, sprd=0.024]
Ep 034/60 [S2:+mat]:   2%|     | 7/333 [00:09<06:20,  1.17s/it, loss=0.721, pair=0.006, adv=4.150, sprd=0.023]
Ep 034/60 [S2:+mat]:   2%|     | 8/333 [00:09<06:02,  1.12s/it, loss=0.721, pair=0.006, adv=4.150, sprd=0.023]
Ep 034/60 [S2:+mat]:   2%|     | 8/333 [00:10<06:02,  1.12s/it, loss=0.737, pair=0.000, adv=3.801, sprd=0.027]
Ep 034/60 [S2:+mat]:   3%|▏    | 9/333 [00:10<06:15,  1.16s/it, loss=0.737, pair=0.000, adv=3.801, sprd=0.027]
Ep 034/60 [S2:+mat]:   3%|▏    | 9/333 [00:11<06:15,  1.16s/it, loss=0.702, pair=0.002, adv=3.379, sprd=0.019]
Ep 034/60 [S2:+mat]:   3%|    | 10/333 [00:11<05:57,  1.11s/it, loss=0.702, pair=0.002, adv=3.379, sprd=0.019]
Ep 034/60 [S2:+mat]:   3%|    | 10/333 [00:12<05:57,  1.11s/it, loss=0.713, pair=0.003, adv=3.607, sprd=0.022]
Ep 034/60 [S2:+mat]:   3%|▏   | 11/333 [00:12<05:52,  1.10s/it, loss=0.713, pair=0.003, adv=3.607, sprd=0.022]
Ep 034/60 [S2:+mat]:   3%|▏   | 11/333 [00:13<05:52,  1.10s/it, loss=0.701, pair=0.001, adv=3.654, sprd=0.020]
Ep 034/60 [S2:+mat]:   4%|▏   | 12/333 [00:13<05:40,  1.06s/it, loss=0.701, pair=0.001, adv=3.654, sprd=0.020]
Ep 034/60 [S2:+mat]:   4%|▏   | 12/333 [00:14<05:40,  1.06s/it, loss=0.729, pair=0.017, adv=3.914, sprd=0.023]
Ep 034/60 [S2:+mat]:   4%|▏   | 13/333 [00:14<06:03,  1.14s/it, loss=0.729, pair=0.017, adv=3.914, sprd=0.023]
Ep 034/60 [S2:+mat]:   4%|▏   | 13/333 [00:15<06:03,  1.14s/it, loss=0.703, pair=0.008, adv=3.380, sprd=0.017]
Ep 034/60 [S2:+mat]:   4%|▏   | 14/333 [00:15<05:47,  1.09s/it, loss=0.703, pair=0.008, adv=3.380, sprd=0.017]
Ep 034/60 [S2:+mat]:   4%|▏   | 14/333 [00:17<05:47,  1.09s/it, loss=0.730, pair=0.006, adv=3.537, sprd=0.023]
Ep 034/60 [S2:+mat]:   5%|▏   | 15/333 [00:17<05:56,  1.12s/it, loss=0.730, pair=0.006, adv=3.537, sprd=0.023]
Ep 034/60 [S2:+mat]:   5%|▏   | 15/333 [00:18<05:56,  1.12s/it, loss=0.712, pair=0.005, adv=3.771, sprd=0.021]
Ep 034/60 [S2:+mat]:   5%|▏   | 16/333 [00:18<05:44,  1.09s/it, loss=0.712, pair=0.005, adv=3.771, sprd=0.021]
Ep 034/60 [S2:+mat]:   5%|▏   | 16/333 [00:19<05:44,  1.09s/it, loss=0.738, pair=0.008, adv=3.851, sprd=0.027]
Ep 034/60 [S2:+mat]:   5%|▏   | 17/333 [00:19<06:07,  1.16s/it, loss=0.738, pair=0.008, adv=3.851, sprd=0.027]
Ep 034/60 [S2:+mat]:   5%|▏   | 17/333 [00:20<06:07,  1.16s/it, loss=0.673, pair=0.002, adv=3.213, sprd=0.016]
Ep 034/60 [S2:+mat]:   5%|▏   | 18/333 [00:20<05:35,  1.07s/it, loss=0.673, pair=0.002, adv=3.213, sprd=0.016]
Ep 034/60 [S2:+mat]:   5%|▏   | 18/333 [00:21<05:35,  1.07s/it, loss=0.701, pair=0.001, adv=3.750, sprd=0.019]
Ep 034/60 [S2:+mat]:   6%|▏   | 19/333 [00:21<05:46,  1.10s/it, loss=0.701, pair=0.001, adv=3.750, sprd=0.019]
Ep 034/60 [S2:+mat]:   6%|▏   | 19/333 [00:22<05:46,  1.10s/it, loss=0.715, pair=0.003, adv=3.937, sprd=0.021]
Ep 034/60 [S2:+mat]:   6%|▏   | 20/333 [00:22<05:18,  1.02s/it, loss=0.715, pair=0.003, adv=3.937, sprd=0.021]
Ep 034/60 [S2:+mat]:   6%|▏   | 20/333 [00:23<05:18,  1.02s/it, loss=0.699, pair=0.005, adv=3.792, sprd=0.017]
Ep 034/60 [S2:+mat]:   6%|▎   | 21/333 [00:23<05:34,  1.07s/it, loss=0.699, pair=0.005, adv=3.792, sprd=0.017]
Ep 034/60 [S2:+mat]:   6%|▎   | 21/333 [00:24<05:34,  1.07s/it, loss=0.713, pair=0.013, adv=4.114, sprd=0.021]
Ep 034/60 [S2:+mat]:   7%|▎   | 22/333 [00:24<05:26,  1.05s/it, loss=0.713, pair=0.013, adv=4.114, sprd=0.021]
Ep 034/60 [S2:+mat]:   7%|▎   | 22/333 [00:25<05:26,  1.05s/it, loss=0.736, pair=0.012, adv=4.050, sprd=0.026]
Ep 034/60 [S2:+mat]:   7%|▎   | 23/333 [00:25<05:45,  1.11s/it, loss=0.736, pair=0.012, adv=4.050, sprd=0.026]
Ep 034/60 [S2:+mat]:   7%|▎   | 23/333 [00:26<05:45,  1.11s/it, loss=0.715, pair=0.002, adv=4.138, sprd=0.023]
Ep 034/60 [S2:+mat]:   7%|▎   | 24/333 [00:26<05:24,  1.05s/it, loss=0.715, pair=0.002, adv=4.138, sprd=0.023]
Ep 034/60 [S2:+mat]:   7%|▎   | 24/333 [00:27<05:24,  1.05s/it, loss=0.726, pair=0.012, adv=4.000, sprd=0.024]
Ep 034/60 [S2:+mat]:   8%|▎   | 25/333 [00:27<05:37,  1.09s/it, loss=0.726, pair=0.012, adv=4.000, sprd=0.024]
Ep 034/60 [S2:+mat]:   8%|▎   | 25/333 [00:28<05:37,  1.09s/it, loss=0.713, pair=0.008, adv=4.284, sprd=0.023]
Ep 034/60 [S2:+mat]:   8%|▎   | 26/333 [00:28<05:27,  1.07s/it, loss=0.713, pair=0.008, adv=4.284, sprd=0.023]
Ep 034/60 [S2:+mat]:   8%|▎   | 26/333 [00:30<05:27,  1.07s/it, loss=0.698, pair=0.007, adv=4.275, sprd=0.020]
Ep 034/60 [S2:+mat]:   8%|▎   | 27/333 [00:30<05:48,  1.14s/it, loss=0.698, pair=0.007, adv=4.275, sprd=0.020]
Ep 034/60 [S2:+mat]:   8%|▎   | 27/333 [00:31<05:48,  1.14s/it, loss=0.718, pair=0.001, adv=4.264, sprd=0.023]
Ep 034/60 [S2:+mat]:   8%|▎   | 28/333 [00:31<05:35,  1.10s/it, loss=0.718, pair=0.001, adv=4.264, sprd=0.023]
Ep 034/60 [S2:+mat]:   8%|▎   | 28/333 [00:32<05:35,  1.10s/it, loss=0.725, pair=0.008, adv=3.949, sprd=0.023]
Ep 034/60 [S2:+mat]:   9%|▎   | 29/333 [00:32<05:45,  1.14s/it, loss=0.725, pair=0.008, adv=3.949, sprd=0.023]
Ep 034/60 [S2:+mat]:   9%|▎   | 29/333 [00:33<05:45,  1.14s/it, loss=0.713, pair=0.011, adv=4.098, sprd=0.023]
Ep 034/60 [S2:+mat]:   9%|▎   | 30/333 [00:33<05:34,  1.10s/it, loss=0.713, pair=0.011, adv=4.098, sprd=0.023]
Ep 034/60 [S2:+mat]:   9%|▎   | 30/333 [00:34<05:34,  1.10s/it, loss=0.729, pair=0.011, adv=4.185, sprd=0.027]
Ep 034/60 [S2:+mat]:   9%|▎   | 31/333 [00:34<05:44,  1.14s/it, loss=0.729, pair=0.011, adv=4.185, sprd=0.027]
Ep 034/60 [S2:+mat]:   9%|▎   | 31/333 [00:35<05:44,  1.14s/it, loss=0.704, pair=0.017, adv=3.759, sprd=0.018]
Ep 034/60 [S2:+mat]:  10%|▍   | 32/333 [00:35<05:24,  1.08s/it, loss=0.704, pair=0.017, adv=3.759, sprd=0.018]
Ep 034/60 [S2:+mat]:  10%|▍   | 32/333 [00:36<05:24,  1.08s/it, loss=0.727, pair=0.008, adv=4.223, sprd=0.026]
Ep 034/60 [S2:+mat]:  10%|▍   | 33/333 [00:36<05:36,  1.12s/it, loss=0.727, pair=0.008, adv=4.223, sprd=0.026]
Ep 034/60 [S2:+mat]:  10%|▍   | 33/333 [00:37<05:36,  1.12s/it, loss=0.760, pair=0.003, adv=4.177, sprd=0.031]
Ep 034/60 [S2:+mat]:  10%|▍   | 34/333 [00:37<05:32,  1.11s/it, loss=0.760, pair=0.003, adv=4.177, sprd=0.031]
Ep 034/60 [S2:+mat]:  10%|▍   | 34/333 [00:39<05:32,  1.11s/it, loss=0.722, pair=0.005, adv=4.236, sprd=0.027]
Ep 034/60 [S2:+mat]:  11%|▍   | 35/333 [00:39<05:49,  1.17s/it, loss=0.722, pair=0.005, adv=4.236, sprd=0.027]
Ep 034/60 [S2:+mat]:  11%|▍   | 35/333 [00:40<05:49,  1.17s/it, loss=0.722, pair=0.001, adv=3.961, sprd=0.023]
Ep 034/60 [S2:+mat]:  11%|▍   | 36/333 [00:40<05:34,  1.13s/it, loss=0.722, pair=0.001, adv=3.961, sprd=0.023]
Ep 034/60 [S2:+mat]:  11%|▍   | 36/333 [00:41<05:34,  1.13s/it, loss=0.711, pair=0.004, adv=4.033, sprd=0.020]
Ep 034/60 [S2:+mat]:  11%|▍   | 37/333 [00:41<05:23,  1.09s/it, loss=0.711, pair=0.004, adv=4.033, sprd=0.020]
Ep 034/60 [S2:+mat]:  11%|▍   | 37/333 [00:42<05:23,  1.09s/it, loss=0.731, pair=0.002, adv=4.391, sprd=0.026]
Ep 034/60 [S2:+mat]:  11%|▍   | 38/333 [00:42<05:18,  1.08s/it, loss=0.731, pair=0.002, adv=4.391, sprd=0.026]
Ep 034/60 [S2:+mat]:  11%|▍   | 38/333 [00:43<05:18,  1.08s/it, loss=0.724, pair=0.014, adv=4.012, sprd=0.025]
Ep 034/60 [S2:+mat]:  12%|▍   | 39/333 [00:43<05:30,  1.13s/it, loss=0.724, pair=0.014, adv=4.012, sprd=0.025]
Ep 034/60 [S2:+mat]:  12%|▍   | 39/333 [00:44<05:30,  1.13s/it, loss=0.727, pair=0.011, adv=3.506, sprd=0.024]
Ep 034/60 [S2:+mat]:  12%|▍   | 40/333 [00:44<05:19,  1.09s/it, loss=0.727, pair=0.011, adv=3.506, sprd=0.024]
Ep 034/60 [S2:+mat]:  12%|▍   | 40/333 [00:45<05:19,  1.09s/it, loss=0.736, pair=0.004, adv=4.455, sprd=0.027]
Ep 034/60 [S2:+mat]:  12%|▍   | 41/333 [00:45<05:29,  1.13s/it, loss=0.736, pair=0.004, adv=4.455, sprd=0.027]
Ep 034/60 [S2:+mat]:  12%|▍   | 41/333 [00:46<05:29,  1.13s/it, loss=0.718, pair=0.000, adv=4.380, sprd=0.023]
Ep 034/60 [S2:+mat]:  13%|▌   | 42/333 [00:46<05:18,  1.09s/it, loss=0.718, pair=0.000, adv=4.380, sprd=0.023]
Ep 034/60 [S2:+mat]:  13%|▌   | 42/333 [00:47<05:18,  1.09s/it, loss=0.794, pair=0.000, adv=3.876, sprd=0.023]
Ep 034/60 [S2:+mat]:  13%|▌   | 43/333 [00:47<05:23,  1.12s/it, loss=0.794, pair=0.000, adv=3.876, sprd=0.023]
Ep 034/60 [S2:+mat]:  13%|▌   | 43/333 [00:49<05:23,  1.12s/it, loss=0.706, pair=0.004, adv=4.311, sprd=0.022]
Ep 034/60 [S2:+mat]:  13%|▌   | 44/333 [00:49<05:16,  1.09s/it, loss=0.706, pair=0.004, adv=4.311, sprd=0.022]
Ep 034/60 [S2:+mat]:  13%|▌   | 44/333 [00:50<05:16,  1.09s/it, loss=0.727, pair=0.011, adv=4.213, sprd=0.024]
Ep 034/60 [S2:+mat]:  14%|▌   | 45/333 [00:50<05:15,  1.10s/it, loss=0.727, pair=0.011, adv=4.213, sprd=0.024]
Ep 034/60 [S2:+mat]:  14%|▌   | 45/333 [00:51<05:15,  1.10s/it, loss=0.741, pair=0.007, adv=4.273, sprd=0.027]
Ep 034/60 [S2:+mat]:  14%|▌   | 46/333 [00:51<05:08,  1.08s/it, loss=0.741, pair=0.007, adv=4.273, sprd=0.027]
Ep 034/60 [S2:+mat]:  14%|▌   | 46/333 [00:52<05:08,  1.08s/it, loss=0.736, pair=0.004, adv=4.016, sprd=0.025]
Ep 034/60 [S2:+mat]:  14%|▌   | 47/333 [00:52<05:25,  1.14s/it, loss=0.736, pair=0.004, adv=4.016, sprd=0.025]
Ep 034/60 [S2:+mat]:  14%|▌   | 47/333 [00:53<05:25,  1.14s/it, loss=0.714, pair=0.002, adv=4.256, sprd=0.022]
Ep 034/60 [S2:+mat]:  14%|▌   | 48/333 [00:53<05:13,  1.10s/it, loss=0.714, pair=0.002, adv=4.256, sprd=0.022]
Ep 034/60 [S2:+mat]:  14%|▌   | 48/333 [00:54<05:13,  1.10s/it, loss=0.732, pair=0.001, adv=4.184, sprd=0.023]
Ep 034/60 [S2:+mat]:  15%|▌   | 49/333 [00:54<05:23,  1.14s/it, loss=0.732, pair=0.001, adv=4.184, sprd=0.023]
Ep 034/60 [S2:+mat]:  15%|▌   | 49/333 [00:55<05:23,  1.14s/it, loss=0.712, pair=0.012, adv=4.178, sprd=0.020]
Ep 034/60 [S2:+mat]:  15%|▌   | 50/333 [00:55<05:04,  1.08s/it, loss=0.712, pair=0.012, adv=4.178, sprd=0.020]
Ep 034/60 [S2:+mat]:  15%|▌   | 50/333 [00:56<05:04,  1.08s/it, loss=0.730, pair=0.012, adv=4.227, sprd=0.023]
Ep 034/60 [S2:+mat]:  15%|▌   | 51/333 [00:56<05:12,  1.11s/it, loss=0.730, pair=0.012, adv=4.227, sprd=0.023]
Ep 034/60 [S2:+mat]:  15%|▌   | 51/333 [00:57<05:12,  1.11s/it, loss=0.708, pair=0.004, adv=4.310, sprd=0.020]
Ep 034/60 [S2:+mat]:  16%|▌   | 52/333 [00:57<05:03,  1.08s/it, loss=0.708, pair=0.004, adv=4.310, sprd=0.020]
Ep 034/60 [S2:+mat]:  16%|▌   | 52/333 [00:59<05:03,  1.08s/it, loss=0.818, pair=0.009, adv=4.049, sprd=0.026]
Ep 034/60 [S2:+mat]:  16%|▋   | 53/333 [00:59<05:15,  1.13s/it, loss=0.818, pair=0.009, adv=4.049, sprd=0.026]
Ep 034/60 [S2:+mat]:  16%|▋   | 53/333 [01:00<05:15,  1.13s/it, loss=0.718, pair=0.004, adv=3.936, sprd=0.024]
Ep 034/60 [S2:+mat]:  16%|▋   | 54/333 [01:00<05:04,  1.09s/it, loss=0.718, pair=0.004, adv=3.936, sprd=0.024]
Ep 034/60 [S2:+mat]:  16%|▋   | 54/333 [01:01<05:04,  1.09s/it, loss=0.716, pair=0.006, adv=4.417, sprd=0.023]
Ep 034/60 [S2:+mat]:  17%|▋   | 55/333 [01:01<05:19,  1.15s/it, loss=0.716, pair=0.006, adv=4.417, sprd=0.023]
Ep 034/60 [S2:+mat]:  17%|▋   | 55/333 [01:02<05:19,  1.15s/it, loss=0.726, pair=0.006, adv=4.341, sprd=0.026]
Ep 034/60 [S2:+mat]:  17%|▋   | 56/333 [01:02<05:00,  1.08s/it, loss=0.726, pair=0.006, adv=4.341, sprd=0.026]
Ep 034/60 [S2:+mat]:  17%|▋   | 56/333 [01:03<05:00,  1.08s/it, loss=0.704, pair=0.002, adv=4.199, sprd=0.018]
Ep 034/60 [S2:+mat]:  17%|▋   | 57/333 [01:03<05:09,  1.12s/it, loss=0.704, pair=0.002, adv=4.199, sprd=0.018]
Ep 034/60 [S2:+mat]:  17%|▋   | 57/333 [01:04<05:09,  1.12s/it, loss=0.747, pair=0.016, adv=4.027, sprd=0.030]
Ep 034/60 [S2:+mat]:  17%|▋   | 58/333 [01:04<05:00,  1.09s/it, loss=0.747, pair=0.016, adv=4.027, sprd=0.030]
Ep 034/60 [S2:+mat]:  17%|▋   | 58/333 [01:05<05:00,  1.09s/it, loss=0.777, pair=0.017, adv=3.357, sprd=0.013]
Ep 034/60 [S2:+mat]:  18%|▋   | 59/333 [01:05<05:04,  1.11s/it, loss=0.777, pair=0.017, adv=3.357, sprd=0.013]
Ep 034/60 [S2:+mat]:  18%|▋   | 59/333 [01:06<05:04,  1.11s/it, loss=0.718, pair=0.011, adv=4.305, sprd=0.022]
Ep 034/60 [S2:+mat]:  18%|▋   | 60/333 [01:06<04:55,  1.08s/it, loss=0.718, pair=0.011, adv=4.305, sprd=0.022]
Ep 034/60 [S2:+mat]:  18%|▋   | 60/333 [01:08<04:55,  1.08s/it, loss=0.692, pair=0.017, adv=4.276, sprd=0.019]
Ep 034/60 [S2:+mat]:  18%|▋   | 61/333 [01:08<05:19,  1.17s/it, loss=0.692, pair=0.017, adv=4.276, sprd=0.019]
Ep 034/60 [S2:+mat]:  18%|▋   | 61/333 [01:09<05:19,  1.17s/it, loss=0.702, pair=0.005, adv=4.387, sprd=0.020]
Ep 034/60 [S2:+mat]:  19%|▋   | 62/333 [01:09<05:04,  1.12s/it, loss=0.702, pair=0.005, adv=4.387, sprd=0.020]
Ep 034/60 [S2:+mat]:  19%|▋   | 62/333 [01:10<05:04,  1.12s/it, loss=0.713, pair=0.018, adv=4.252, sprd=0.020]
Ep 034/60 [S2:+mat]:  19%|▊   | 63/333 [01:10<05:20,  1.19s/it, loss=0.713, pair=0.018, adv=4.252, sprd=0.020]
Ep 034/60 [S2:+mat]:  19%|▊   | 63/333 [01:11<05:20,  1.19s/it, loss=0.719, pair=0.003, adv=4.177, sprd=0.022]
Ep 034/60 [S2:+mat]:  19%|▊   | 64/333 [01:11<05:06,  1.14s/it, loss=0.719, pair=0.003, adv=4.177, sprd=0.022]
Ep 034/60 [S2:+mat]:  19%|▊   | 64/333 [01:12<05:06,  1.14s/it, loss=0.714, pair=0.009, adv=3.868, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 65/333 [01:12<05:14,  1.17s/it, loss=0.714, pair=0.009, adv=3.868, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 65/333 [01:13<05:14,  1.17s/it, loss=0.718, pair=0.012, adv=4.692, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 66/333 [01:13<05:02,  1.13s/it, loss=0.718, pair=0.012, adv=4.692, sprd=0.023]
Ep 034/60 [S2:+mat]:  20%|▊   | 66/333 [01:14<05:02,  1.13s/it, loss=0.729, pair=0.004, adv=4.454, sprd=0.024]
Ep 034/60 [S2:+mat]:  20%|▊   | 67/333 [01:14<05:05,  1.15s/it, loss=0.729, pair=0.004, adv=4.454, sprd=0.024]
Ep 034/60 [S2:+mat]:  20%|▊   | 67/333 [01:15<05:05,  1.15s/it, loss=0.747, pair=0.005, adv=4.400, sprd=0.030]
Ep 034/60 [S2:+mat]:  20%|▊   | 68/333 [01:15<04:56,  1.12s/it, loss=0.747, pair=0.005, adv=4.400, sprd=0.030]
Ep 034/60 [S2:+mat]:  20%|▊   | 68/333 [01:17<04:56,  1.12s/it, loss=0.755, pair=0.007, adv=4.193, sprd=0.031]
Ep 034/60 [S2:+mat]:  21%|▊   | 69/333 [01:17<05:09,  1.17s/it, loss=0.755, pair=0.007, adv=4.193, sprd=0.031]
Ep 034/60 [S2:+mat]:  21%|▊   | 69/333 [01:18<05:09,  1.17s/it, loss=0.723, pair=0.005, adv=4.062, sprd=0.023]
Ep 034/60 [S2:+mat]:  21%|▊   | 70/333 [01:18<04:56,  1.13s/it, loss=0.723, pair=0.005, adv=4.062, sprd=0.023]
Ep 034/60 [S2:+mat]:  21%|▊   | 70/333 [01:19<04:56,  1.13s/it, loss=0.730, pair=0.004, adv=4.524, sprd=0.025]
Ep 034/60 [S2:+mat]:  21%|▊   | 71/333 [01:19<05:12,  1.19s/it, loss=0.730, pair=0.004, adv=4.524, sprd=0.025]
Ep 034/60 [S2:+mat]:  21%|▊   | 71/333 [01:20<05:12,  1.19s/it, loss=0.735, pair=0.005, adv=4.370, sprd=0.027]
Ep 034/60 [S2:+mat]:  22%|▊   | 72/333 [01:20<04:56,  1.14s/it, loss=0.735, pair=0.005, adv=4.370, sprd=0.027]
Ep 034/60 [S2:+mat]:  22%|▊   | 72/333 [01:21<04:56,  1.14s/it, loss=0.802, pair=0.012, adv=3.811, sprd=0.022]
Ep 034/60 [S2:+mat]:  22%|▉   | 73/333 [01:21<05:03,  1.17s/it, loss=0.802, pair=0.012, adv=3.811, sprd=0.022]
Ep 034/60 [S2:+mat]:  22%|▉   | 73/333 [01:22<05:03,  1.17s/it, loss=0.726, pair=0.002, adv=4.686, sprd=0.022]
Ep 034/60 [S2:+mat]:  22%|▉   | 74/333 [01:22<04:51,  1.13s/it, loss=0.726, pair=0.002, adv=4.686, sprd=0.022]
Ep 034/60 [S2:+mat]:  22%|▉   | 74/333 [01:24<04:51,  1.13s/it, loss=0.702, pair=0.013, adv=4.209, sprd=0.017]
Ep 034/60 [S2:+mat]:  23%|▉   | 75/333 [01:24<05:00,  1.17s/it, loss=0.702, pair=0.013, adv=4.209, sprd=0.017]
Ep 034/60 [S2:+mat]:  23%|▉   | 75/333 [01:24<05:00,  1.17s/it, loss=0.732, pair=0.007, adv=4.530, sprd=0.028]
Ep 034/60 [S2:+mat]:  23%|▉   | 76/333 [01:24<04:31,  1.05s/it, loss=0.732, pair=0.007, adv=4.530, sprd=0.028]
Ep 034/60 [S2:+mat]:  23%|▉   | 76/333 [01:25<04:31,  1.05s/it, loss=0.727, pair=0.007, adv=4.212, sprd=0.022]
Ep 034/60 [S2:+mat]:  23%|▉   | 77/333 [01:25<04:13,  1.01it/s, loss=0.727, pair=0.007, adv=4.212, sprd=0.022]
Ep 034/60 [S2:+mat]:  23%|▉   | 77/333 [01:26<04:13,  1.01it/s, loss=0.713, pair=0.005, adv=3.784, sprd=0.019]
Ep 034/60 [S2:+mat]:  23%|▉   | 78/333 [01:26<04:25,  1.04s/it, loss=0.713, pair=0.005, adv=3.784, sprd=0.019]
Ep 034/60 [S2:+mat]:  23%|▉   | 78/333 [01:28<04:25,  1.04s/it, loss=0.705, pair=0.011, adv=4.080, sprd=0.017]
Ep 034/60 [S2:+mat]:  24%|▉   | 79/333 [01:28<04:51,  1.15s/it, loss=0.705, pair=0.011, adv=4.080, sprd=0.017]
Ep 034/60 [S2:+mat]:  24%|▉   | 79/333 [01:29<04:51,  1.15s/it, loss=0.722, pair=0.004, adv=4.184, sprd=0.025]
Ep 034/60 [S2:+mat]:  24%|▉   | 80/333 [01:29<04:51,  1.15s/it, loss=0.722, pair=0.004, adv=4.184, sprd=0.025]
Ep 034/60 [S2:+mat]:  24%|▉   | 80/333 [01:30<04:51,  1.15s/it, loss=0.732, pair=0.003, adv=4.213, sprd=0.025]
Ep 034/60 [S2:+mat]:  24%|▉   | 81/333 [01:30<05:07,  1.22s/it, loss=0.732, pair=0.003, adv=4.213, sprd=0.025]
Ep 034/60 [S2:+mat]:  24%|▉   | 81/333 [01:32<05:07,  1.22s/it, loss=0.751, pair=0.005, adv=4.313, sprd=0.029]
Ep 034/60 [S2:+mat]:  25%|▉   | 82/333 [01:32<05:05,  1.22s/it, loss=0.751, pair=0.005, adv=4.313, sprd=0.029]
Ep 034/60 [S2:+mat]:  25%|▉   | 82/333 [01:33<05:05,  1.22s/it, loss=0.727, pair=0.020, adv=4.051, sprd=0.024]
Ep 034/60 [S2:+mat]:  25%|▉   | 83/333 [01:33<05:28,  1.31s/it, loss=0.727, pair=0.020, adv=4.051, sprd=0.024]
Ep 034/60 [S2:+mat]:  25%|▉   | 83/333 [01:34<05:28,  1.31s/it, loss=0.698, pair=0.007, adv=4.179, sprd=0.018]
Ep 034/60 [S2:+mat]:  25%|█   | 84/333 [01:34<05:13,  1.26s/it, loss=0.698, pair=0.007, adv=4.179, sprd=0.018]
Ep 034/60 [S2:+mat]:  25%|█   | 84/333 [01:36<05:13,  1.26s/it, loss=0.732, pair=0.014, adv=4.464, sprd=0.027]
Ep 034/60 [S2:+mat]:  26%|█   | 85/333 [01:36<05:16,  1.27s/it, loss=0.732, pair=0.014, adv=4.464, sprd=0.027]
Ep 034/60 [S2:+mat]:  26%|█   | 85/333 [01:37<05:16,  1.27s/it, loss=0.726, pair=0.005, adv=4.098, sprd=0.025]
Ep 034/60 [S2:+mat]:  26%|█   | 86/333 [01:37<05:05,  1.24s/it, loss=0.726, pair=0.005, adv=4.098, sprd=0.025]
Ep 034/60 [S2:+mat]:  26%|█   | 86/333 [01:38<05:05,  1.24s/it, loss=0.713, pair=0.008, adv=4.541, sprd=0.022]
Ep 034/60 [S2:+mat]:  26%|█   | 87/333 [01:38<05:13,  1.28s/it, loss=0.713, pair=0.008, adv=4.541, sprd=0.022]
Ep 034/60 [S2:+mat]:  26%|█   | 87/333 [01:39<05:13,  1.28s/it, loss=0.720, pair=0.004, adv=4.154, sprd=0.025]
Ep 034/60 [S2:+mat]:  26%|█   | 88/333 [01:39<04:59,  1.22s/it, loss=0.720, pair=0.004, adv=4.154, sprd=0.025]
Ep 034/60 [S2:+mat]:  26%|█   | 88/333 [01:41<04:59,  1.22s/it, loss=0.715, pair=0.001, adv=4.182, sprd=0.023]
Ep 034/60 [S2:+mat]:  27%|█   | 89/333 [01:41<05:15,  1.29s/it, loss=0.715, pair=0.001, adv=4.182, sprd=0.023]
Ep 034/60 [S2:+mat]:  27%|█   | 89/333 [01:42<05:15,  1.29s/it, loss=0.709, pair=0.003, adv=4.650, sprd=0.019]
Ep 034/60 [S2:+mat]:  27%|█   | 90/333 [01:42<05:00,  1.24s/it, loss=0.709, pair=0.003, adv=4.650, sprd=0.019]
Ep 034/60 [S2:+mat]:  27%|█   | 90/333 [01:43<05:00,  1.24s/it, loss=0.712, pair=0.009, adv=3.883, sprd=0.022]
Ep 034/60 [S2:+mat]:  27%|█   | 91/333 [01:43<05:03,  1.25s/it, loss=0.712, pair=0.009, adv=3.883, sprd=0.022]
Ep 034/60 [S2:+mat]:  27%|█   | 91/333 [01:44<05:03,  1.25s/it, loss=0.723, pair=0.013, adv=4.505, sprd=0.025]
Ep 034/60 [S2:+mat]:  28%|█   | 92/333 [01:44<04:55,  1.22s/it, loss=0.723, pair=0.013, adv=4.505, sprd=0.025]
Ep 034/60 [S2:+mat]:  28%|█   | 92/333 [01:46<04:55,  1.22s/it, loss=0.719, pair=0.001, adv=4.272, sprd=0.024]
Ep 034/60 [S2:+mat]:  28%|█   | 93/333 [01:46<05:08,  1.28s/it, loss=0.719, pair=0.001, adv=4.272, sprd=0.024]
Ep 034/60 [S2:+mat]:  28%|█   | 93/333 [01:47<05:08,  1.28s/it, loss=0.736, pair=0.002, adv=4.417, sprd=0.028]
Ep 034/60 [S2:+mat]:  28%|█▏  | 94/333 [01:47<05:00,  1.26s/it, loss=0.736, pair=0.002, adv=4.417, sprd=0.028]
Ep 034/60 [S2:+mat]:  28%|█▏  | 94/333 [01:48<05:00,  1.26s/it, loss=0.724, pair=0.010, adv=4.089, sprd=0.024]
Ep 034/60 [S2:+mat]:  29%|█▏  | 95/333 [01:48<05:02,  1.27s/it, loss=0.724, pair=0.010, adv=4.089, sprd=0.024]
Ep 034/60 [S2:+mat]:  29%|█▏  | 95/333 [01:49<05:02,  1.27s/it, loss=0.708, pair=0.003, adv=4.129, sprd=0.022]
Ep 034/60 [S2:+mat]:  29%|█▏  | 96/333 [01:49<04:40,  1.18s/it, loss=0.708, pair=0.003, adv=4.129, sprd=0.022]
Ep 034/60 [S2:+mat]:  29%|█▏  | 96/333 [01:51<04:40,  1.18s/it, loss=1.138, pair=1.380, adv=4.415, sprd=0.026]
Ep 034/60 [S2:+mat]:  29%|█▏  | 97/333 [01:51<04:56,  1.26s/it, loss=1.138, pair=1.380, adv=4.415, sprd=0.026]
Ep 034/60 [S2:+mat]:  29%|█▏  | 97/333 [01:52<04:56,  1.26s/it, loss=0.703, pair=0.001, adv=3.846, sprd=0.018]
Ep 034/60 [S2:+mat]:  29%|█▏  | 98/333 [01:52<04:43,  1.21s/it, loss=0.703, pair=0.001, adv=3.846, sprd=0.018]
Ep 034/60 [S2:+mat]:  29%|█▏  | 98/333 [01:53<04:43,  1.21s/it, loss=1.299, pair=1.985, adv=4.585, sprd=0.026]
Ep 034/60 [S2:+mat]:  30%|█▏  | 99/333 [01:53<04:57,  1.27s/it, loss=1.299, pair=1.985, adv=4.585, sprd=0.026]
Ep 034/60 [S2:+mat]:  30%|█▏  | 99/333 [01:54<04:57,  1.27s/it, loss=0.707, pair=0.000, adv=3.973, sprd=0.020]
Ep 034/60 [S2:+mat]:  30%|▉  | 100/333 [01:54<04:43,  1.22s/it, loss=0.707, pair=0.000, adv=3.973, sprd=0.020]
Ep 034/60 [S2:+mat]:  30%|▉  | 100/333 [01:55<04:43,  1.22s/it, loss=0.702, pair=0.000, adv=3.847, sprd=0.019]
Ep 034/60 [S2:+mat]:  30%|▉  | 101/333 [01:55<04:46,  1.24s/it, loss=0.702, pair=0.000, adv=3.847, sprd=0.019]
Ep 034/60 [S2:+mat]:  30%|▉  | 101/333 [01:57<04:46,  1.24s/it, loss=0.702, pair=0.000, adv=3.862, sprd=0.019]
Ep 034/60 [S2:+mat]:  31%|▉  | 102/333 [01:57<04:38,  1.21s/it, loss=0.702, pair=0.000, adv=3.862, sprd=0.019]
Ep 034/60 [S2:+mat]:  31%|▉  | 102/333 [01:58<04:38,  1.21s/it, loss=0.728, pair=0.000, adv=4.340, sprd=0.022]
Ep 034/60 [S2:+mat]:  31%|▉  | 103/333 [01:58<04:50,  1.26s/it, loss=0.728, pair=0.000, adv=4.340, sprd=0.022]
Ep 034/60 [S2:+mat]:  31%|▉  | 103/333 [01:59<04:50,  1.26s/it, loss=0.697, pair=0.003, adv=4.286, sprd=0.018]
Ep 034/60 [S2:+mat]:  31%|▉  | 104/333 [01:59<04:19,  1.13s/it, loss=0.697, pair=0.003, adv=4.286, sprd=0.018]
Ep 034/60 [S2:+mat]:  31%|▉  | 104/333 [02:00<04:19,  1.13s/it, loss=0.738, pair=0.001, adv=4.452, sprd=0.028]
Ep 034/60 [S2:+mat]:  32%|▉  | 105/333 [02:00<04:38,  1.22s/it, loss=0.738, pair=0.001, adv=4.452, sprd=0.028]
Ep 034/60 [S2:+mat]:  32%|▉  | 105/333 [02:01<04:38,  1.22s/it, loss=0.712, pair=0.001, adv=4.258, sprd=0.023]
Ep 034/60 [S2:+mat]:  32%|▉  | 106/333 [02:01<04:29,  1.19s/it, loss=0.712, pair=0.001, adv=4.258, sprd=0.023]
Ep 034/60 [S2:+mat]:  32%|▉  | 106/333 [02:03<04:29,  1.19s/it, loss=0.728, pair=0.001, adv=4.200, sprd=0.022]
Ep 034/60 [S2:+mat]:  32%|▉  | 107/333 [02:03<04:44,  1.26s/it, loss=0.728, pair=0.001, adv=4.200, sprd=0.022]
Ep 034/60 [S2:+mat]:  32%|▉  | 107/333 [02:04<04:44,  1.26s/it, loss=0.727, pair=0.001, adv=3.844, sprd=0.024]
Ep 034/60 [S2:+mat]:  32%|▉  | 108/333 [02:04<04:38,  1.24s/it, loss=0.727, pair=0.001, adv=3.844, sprd=0.024]
Ep 034/60 [S2:+mat]:  32%|▉  | 108/333 [02:05<04:38,  1.24s/it, loss=0.698, pair=0.007, adv=3.872, sprd=0.018]
Ep 034/60 [S2:+mat]:  33%|▉  | 109/333 [02:05<04:41,  1.26s/it, loss=0.698, pair=0.007, adv=3.872, sprd=0.018]
Ep 034/60 [S2:+mat]:  33%|▉  | 109/333 [02:06<04:41,  1.26s/it, loss=0.719, pair=0.006, adv=4.201, sprd=0.024]
Ep 034/60 [S2:+mat]:  33%|▉  | 110/333 [02:06<04:30,  1.21s/it, loss=0.719, pair=0.006, adv=4.201, sprd=0.024]
Ep 034/60 [S2:+mat]:  33%|▉  | 110/333 [02:08<04:30,  1.21s/it, loss=0.720, pair=0.013, adv=4.200, sprd=0.020]
Ep 034/60 [S2:+mat]:  33%|█  | 111/333 [02:08<04:39,  1.26s/it, loss=0.720, pair=0.013, adv=4.200, sprd=0.020]
Ep 034/60 [S2:+mat]:  33%|█  | 111/333 [02:09<04:39,  1.26s/it, loss=0.712, pair=0.010, adv=4.243, sprd=0.023]
Ep 034/60 [S2:+mat]:  34%|█  | 112/333 [02:09<04:32,  1.24s/it, loss=0.712, pair=0.010, adv=4.243, sprd=0.023]
Ep 034/60 [S2:+mat]:  34%|█  | 112/333 [02:10<04:32,  1.24s/it, loss=0.800, pair=0.006, adv=3.980, sprd=0.019]
Ep 034/60 [S2:+mat]:  34%|█  | 113/333 [02:10<04:29,  1.22s/it, loss=0.800, pair=0.006, adv=3.980, sprd=0.019]
Ep 034/60 [S2:+mat]:  34%|█  | 113/333 [02:11<04:29,  1.22s/it, loss=0.722, pair=0.013, adv=3.829, sprd=0.023]
Ep 034/60 [S2:+mat]:  34%|█  | 114/333 [02:11<04:26,  1.22s/it, loss=0.722, pair=0.013, adv=3.829, sprd=0.023]
Ep 034/60 [S2:+mat]:  34%|█  | 114/333 [02:13<04:26,  1.22s/it, loss=0.707, pair=0.010, adv=4.089, sprd=0.020]
Ep 034/60 [S2:+mat]:  35%|█  | 115/333 [02:13<04:35,  1.27s/it, loss=0.707, pair=0.010, adv=4.089, sprd=0.020]
Ep 034/60 [S2:+mat]:  35%|█  | 115/333 [02:14<04:35,  1.27s/it, loss=0.710, pair=0.006, adv=4.268, sprd=0.022]
Ep 034/60 [S2:+mat]:  35%|█  | 116/333 [02:14<04:16,  1.18s/it, loss=0.710, pair=0.006, adv=4.268, sprd=0.022]
Ep 034/60 [S2:+mat]:  35%|█  | 116/333 [02:15<04:16,  1.18s/it, loss=0.736, pair=0.010, adv=4.428, sprd=0.028]
Ep 034/60 [S2:+mat]:  35%|█  | 117/333 [02:15<04:32,  1.26s/it, loss=0.736, pair=0.010, adv=4.428, sprd=0.028]
Ep 034/60 [S2:+mat]:  35%|█  | 117/333 [02:16<04:32,  1.26s/it, loss=0.716, pair=0.004, adv=4.067, sprd=0.022]
Ep 034/60 [S2:+mat]:  35%|█  | 118/333 [02:16<04:25,  1.23s/it, loss=0.716, pair=0.004, adv=4.067, sprd=0.022]
Ep 034/60 [S2:+mat]:  35%|█  | 118/333 [02:18<04:25,  1.23s/it, loss=0.740, pair=0.010, adv=4.368, sprd=0.028]
Ep 034/60 [S2:+mat]:  36%|█  | 119/333 [02:18<04:32,  1.27s/it, loss=0.740, pair=0.010, adv=4.368, sprd=0.028]
Ep 034/60 [S2:+mat]:  36%|█  | 119/333 [02:19<04:32,  1.27s/it, loss=0.736, pair=0.014, adv=4.247, sprd=0.027]
Ep 034/60 [S2:+mat]:  36%|█  | 120/333 [02:19<04:26,  1.25s/it, loss=0.736, pair=0.014, adv=4.247, sprd=0.027]
Ep 034/60 [S2:+mat]:  36%|█  | 120/333 [02:20<04:26,  1.25s/it, loss=1.354, pair=2.000, adv=4.513, sprd=0.032]
Ep 034/60 [S2:+mat]:  36%|█  | 121/333 [02:20<04:42,  1.33s/it, loss=1.354, pair=2.000, adv=4.513, sprd=0.032]
Ep 034/60 [S2:+mat]:  36%|█  | 121/333 [02:22<04:42,  1.33s/it, loss=0.708, pair=0.006, adv=4.244, sprd=0.020]
Ep 034/60 [S2:+mat]:  37%|█  | 122/333 [02:22<04:32,  1.29s/it, loss=0.708, pair=0.006, adv=4.244, sprd=0.020]
Ep 034/60 [S2:+mat]:  37%|█  | 122/333 [02:23<04:32,  1.29s/it, loss=0.729, pair=0.003, adv=4.278, sprd=0.024]
Ep 034/60 [S2:+mat]:  37%|█  | 123/333 [02:23<04:22,  1.25s/it, loss=0.729, pair=0.003, adv=4.278, sprd=0.024]
Ep 034/60 [S2:+mat]:  37%|█  | 123/333 [02:24<04:22,  1.25s/it, loss=0.703, pair=0.006, adv=4.385, sprd=0.020]
Ep 034/60 [S2:+mat]:  37%|█  | 124/333 [02:24<04:15,  1.22s/it, loss=0.703, pair=0.006, adv=4.385, sprd=0.020]
Ep 034/60 [S2:+mat]:  37%|█  | 124/333 [02:25<04:15,  1.22s/it, loss=0.725, pair=0.004, adv=4.535, sprd=0.027]
Ep 034/60 [S2:+mat]:  38%|█▏ | 125/333 [02:25<04:33,  1.31s/it, loss=0.725, pair=0.004, adv=4.535, sprd=0.027]
Ep 034/60 [S2:+mat]:  38%|█▏ | 125/333 [02:26<04:33,  1.31s/it, loss=0.678, pair=0.021, adv=3.999, sprd=0.014]
Ep 034/60 [S2:+mat]:  38%|█▏ | 126/333 [02:26<04:11,  1.22s/it, loss=0.678, pair=0.021, adv=3.999, sprd=0.014]
Ep 034/60 [S2:+mat]:  38%|█▏ | 126/333 [02:28<04:11,  1.22s/it, loss=0.737, pair=0.006, adv=4.080, sprd=0.026]
Ep 034/60 [S2:+mat]:  38%|█▏ | 127/333 [02:28<04:26,  1.29s/it, loss=0.737, pair=0.006, adv=4.080, sprd=0.026]
Ep 034/60 [S2:+mat]:  38%|█▏ | 127/333 [02:29<04:26,  1.29s/it, loss=0.694, pair=0.001, adv=4.015, sprd=0.019]
Ep 034/60 [S2:+mat]:  38%|█▏ | 128/333 [02:29<04:17,  1.25s/it, loss=0.694, pair=0.001, adv=4.015, sprd=0.019]
Ep 034/60 [S2:+mat]:  38%|█▏ | 128/333 [02:30<04:17,  1.25s/it, loss=0.743, pair=0.004, adv=4.110, sprd=0.029]
Ep 034/60 [S2:+mat]:  39%|█▏ | 129/333 [02:30<04:12,  1.24s/it, loss=0.743, pair=0.004, adv=4.110, sprd=0.029]
Ep 034/60 [S2:+mat]:  39%|█▏ | 129/333 [02:31<04:12,  1.24s/it, loss=0.734, pair=0.004, adv=4.003, sprd=0.024]
Ep 034/60 [S2:+mat]:  39%|█▏ | 130/333 [02:31<04:08,  1.23s/it, loss=0.734, pair=0.004, adv=4.003, sprd=0.024]
Ep 034/60 [S2:+mat]:  39%|█▏ | 130/333 [02:33<04:08,  1.23s/it, loss=0.736, pair=0.007, adv=4.389, sprd=0.028]
Ep 034/60 [S2:+mat]:  39%|█▏ | 131/333 [02:33<04:19,  1.28s/it, loss=0.736, pair=0.007, adv=4.389, sprd=0.028]
Ep 034/60 [S2:+mat]:  39%|█▏ | 131/333 [02:34<04:19,  1.28s/it, loss=0.707, pair=0.002, adv=3.932, sprd=0.020]
Ep 034/60 [S2:+mat]:  40%|█▏ | 132/333 [02:34<04:06,  1.23s/it, loss=0.707, pair=0.002, adv=3.932, sprd=0.020]
Ep 034/60 [S2:+mat]:  40%|█▏ | 132/333 [02:35<04:06,  1.23s/it, loss=0.725, pair=0.005, adv=4.064, sprd=0.026]
Ep 034/60 [S2:+mat]:  40%|█▏ | 133/333 [02:35<04:17,  1.29s/it, loss=0.725, pair=0.005, adv=4.064, sprd=0.026]
Ep 034/60 [S2:+mat]:  40%|█▏ | 133/333 [02:37<04:17,  1.29s/it, loss=0.750, pair=0.013, adv=4.222, sprd=0.032]
Ep 034/60 [S2:+mat]:  40%|█▏ | 134/333 [02:37<04:14,  1.28s/it, loss=0.750, pair=0.013, adv=4.222, sprd=0.032]
Ep 034/60 [S2:+mat]:  40%|█▏ | 134/333 [02:38<04:14,  1.28s/it, loss=0.698, pair=0.002, adv=3.832, sprd=0.017]
Ep 034/60 [S2:+mat]:  41%|█▏ | 135/333 [02:38<04:21,  1.32s/it, loss=0.698, pair=0.002, adv=3.832, sprd=0.017]
Ep 034/60 [S2:+mat]:  41%|█▏ | 135/333 [02:39<04:21,  1.32s/it, loss=0.700, pair=0.001, adv=4.291, sprd=0.019]
Ep 034/60 [S2:+mat]:  41%|█▏ | 136/333 [02:39<04:04,  1.24s/it, loss=0.700, pair=0.001, adv=4.291, sprd=0.019]
Ep 034/60 [S2:+mat]:  41%|█▏ | 136/333 [02:40<04:04,  1.24s/it, loss=0.719, pair=0.002, adv=4.308, sprd=0.022]
Ep 034/60 [S2:+mat]:  41%|█▏ | 137/333 [02:40<04:14,  1.30s/it, loss=0.719, pair=0.002, adv=4.308, sprd=0.022]
Ep 034/60 [S2:+mat]:  41%|█▏ | 137/333 [02:42<04:14,  1.30s/it, loss=0.757, pair=0.004, adv=3.850, sprd=0.033]
Ep 034/60 [S2:+mat]:  41%|█▏ | 138/333 [02:42<04:07,  1.27s/it, loss=0.757, pair=0.004, adv=3.850, sprd=0.033]
Ep 034/60 [S2:+mat]:  41%|█▏ | 138/333 [02:43<04:07,  1.27s/it, loss=0.708, pair=0.014, adv=3.951, sprd=0.019]
Ep 034/60 [S2:+mat]:  42%|█▎ | 139/333 [02:43<04:10,  1.29s/it, loss=0.708, pair=0.014, adv=3.951, sprd=0.019]
Ep 034/60 [S2:+mat]:  42%|█▎ | 139/333 [02:44<04:10,  1.29s/it, loss=0.722, pair=0.005, adv=3.984, sprd=0.024]
Ep 034/60 [S2:+mat]:  42%|█▎ | 140/333 [02:44<04:05,  1.27s/it, loss=0.722, pair=0.005, adv=3.984, sprd=0.024]
Ep 034/60 [S2:+mat]:  42%|█▎ | 140/333 [02:46<04:05,  1.27s/it, loss=0.707, pair=0.010, adv=4.169, sprd=0.022]
Ep 034/60 [S2:+mat]:  42%|█▎ | 141/333 [02:46<04:14,  1.33s/it, loss=0.707, pair=0.010, adv=4.169, sprd=0.022]
Ep 034/60 [S2:+mat]:  42%|█▎ | 141/333 [02:47<04:14,  1.33s/it, loss=0.742, pair=0.049, adv=3.801, sprd=0.026]
Ep 034/60 [S2:+mat]:  43%|█▎ | 142/333 [02:47<04:07,  1.29s/it, loss=0.742, pair=0.049, adv=3.801, sprd=0.026]
Ep 034/60 [S2:+mat]:  43%|█▎ | 142/333 [02:48<04:07,  1.29s/it, loss=0.756, pair=0.007, adv=3.964, sprd=0.033]
Ep 034/60 [S2:+mat]:  43%|█▎ | 143/333 [02:48<04:18,  1.36s/it, loss=0.756, pair=0.007, adv=3.964, sprd=0.033]
Ep 034/60 [S2:+mat]:  43%|█▎ | 143/333 [02:50<04:18,  1.36s/it, loss=1.222, pair=1.723, adv=4.125, sprd=0.020]
Ep 034/60 [S2:+mat]:  43%|█▎ | 144/333 [02:50<04:06,  1.31s/it, loss=1.222, pair=1.723, adv=4.125, sprd=0.020]
Ep 034/60 [S2:+mat]:  43%|█▎ | 144/333 [02:51<04:06,  1.31s/it, loss=0.720, pair=0.010, adv=4.361, sprd=0.024]
Ep 034/60 [S2:+mat]:  44%|█▎ | 145/333 [02:51<04:00,  1.28s/it, loss=0.720, pair=0.010, adv=4.361, sprd=0.024]
Ep 034/60 [S2:+mat]:  44%|█▎ | 145/333 [02:52<04:00,  1.28s/it, loss=0.692, pair=0.004, adv=4.115, sprd=0.018]
Ep 034/60 [S2:+mat]:  44%|█▎ | 146/333 [02:52<03:51,  1.24s/it, loss=0.692, pair=0.004, adv=4.115, sprd=0.018]
Ep 034/60 [S2:+mat]:  44%|█▎ | 146/333 [02:53<03:51,  1.24s/it, loss=0.713, pair=0.002, adv=4.133, sprd=0.022]
Ep 034/60 [S2:+mat]:  44%|█▎ | 147/333 [02:53<04:04,  1.32s/it, loss=0.713, pair=0.002, adv=4.133, sprd=0.022]
Ep 034/60 [S2:+mat]:  44%|█▎ | 147/333 [02:55<04:04,  1.32s/it, loss=0.721, pair=0.001, adv=4.115, sprd=0.023]
Ep 034/60 [S2:+mat]:  44%|█▎ | 148/333 [02:55<03:55,  1.27s/it, loss=0.721, pair=0.001, adv=4.115, sprd=0.023]
Ep 034/60 [S2:+mat]:  44%|█▎ | 148/333 [02:56<03:55,  1.27s/it, loss=0.705, pair=0.000, adv=4.113, sprd=0.021]
Ep 034/60 [S2:+mat]:  45%|█▎ | 149/333 [02:56<04:03,  1.32s/it, loss=0.705, pair=0.000, adv=4.113, sprd=0.021]
Ep 034/60 [S2:+mat]:  45%|█▎ | 149/333 [02:57<04:03,  1.32s/it, loss=0.735, pair=0.007, adv=3.637, sprd=0.026]
Ep 034/60 [S2:+mat]:  45%|█▎ | 150/333 [02:57<03:57,  1.30s/it, loss=0.735, pair=0.007, adv=3.637, sprd=0.026]
Ep 034/60 [S2:+mat]:  45%|█▎ | 150/333 [02:59<03:57,  1.30s/it, loss=0.697, pair=0.004, adv=3.887, sprd=0.017]
Ep 034/60 [S2:+mat]:  45%|█▎ | 151/333 [02:59<04:06,  1.35s/it, loss=0.697, pair=0.004, adv=3.887, sprd=0.017]
Ep 034/60 [S2:+mat]:  45%|█▎ | 151/333 [03:00<04:06,  1.35s/it, loss=0.738, pair=0.000, adv=3.673, sprd=0.027]
Ep 034/60 [S2:+mat]:  46%|█▎ | 152/333 [03:00<03:56,  1.31s/it, loss=0.738, pair=0.000, adv=3.673, sprd=0.027]
Ep 034/60 [S2:+mat]:  46%|█▎ | 152/333 [03:01<03:56,  1.31s/it, loss=0.751, pair=0.008, adv=4.101, sprd=0.024]
Ep 034/60 [S2:+mat]:  46%|█▍ | 153/333 [03:01<04:00,  1.34s/it, loss=0.751, pair=0.008, adv=4.101, sprd=0.024]
Ep 034/60 [S2:+mat]:  46%|█▍ | 153/333 [03:03<04:00,  1.34s/it, loss=0.718, pair=0.009, adv=3.532, sprd=0.023]
Ep 034/60 [S2:+mat]:  46%|█▍ | 154/333 [03:03<03:47,  1.27s/it, loss=0.718, pair=0.009, adv=3.532, sprd=0.023]
Ep 034/60 [S2:+mat]:  46%|█▍ | 154/333 [03:04<03:47,  1.27s/it, loss=0.736, pair=0.000, adv=4.010, sprd=0.028]
Ep 034/60 [S2:+mat]:  47%|█▍ | 155/333 [03:04<03:57,  1.33s/it, loss=0.736, pair=0.000, adv=4.010, sprd=0.028]
Ep 034/60 [S2:+mat]:  47%|█▍ | 155/333 [03:05<03:57,  1.33s/it, loss=0.726, pair=0.018, adv=3.901, sprd=0.026]
Ep 034/60 [S2:+mat]:  47%|█▍ | 156/333 [03:05<03:50,  1.30s/it, loss=0.726, pair=0.018, adv=3.901, sprd=0.026]
Ep 034/60 [S2:+mat]:  47%|█▍ | 156/333 [03:07<03:50,  1.30s/it, loss=0.716, pair=0.001, adv=4.094, sprd=0.024]
Ep 034/60 [S2:+mat]:  47%|█▍ | 157/333 [03:07<03:57,  1.35s/it, loss=0.716, pair=0.001, adv=4.094, sprd=0.024]
Ep 034/60 [S2:+mat]:  47%|█▍ | 157/333 [03:08<03:57,  1.35s/it, loss=0.744, pair=0.008, adv=3.963, sprd=0.027]
Ep 034/60 [S2:+mat]:  47%|█▍ | 158/333 [03:08<03:48,  1.31s/it, loss=0.744, pair=0.008, adv=3.963, sprd=0.027]
Ep 034/60 [S2:+mat]:  47%|█▍ | 158/333 [03:09<03:48,  1.31s/it, loss=0.709, pair=0.000, adv=3.830, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 159/333 [03:09<03:53,  1.34s/it, loss=0.709, pair=0.000, adv=3.830, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 159/333 [03:11<03:53,  1.34s/it, loss=0.710, pair=0.002, adv=3.870, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 160/333 [03:11<03:43,  1.29s/it, loss=0.710, pair=0.002, adv=3.870, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 160/333 [03:12<03:43,  1.29s/it, loss=0.705, pair=0.014, adv=3.792, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 161/333 [03:12<03:48,  1.33s/it, loss=0.705, pair=0.014, adv=3.792, sprd=0.021]
Ep 034/60 [S2:+mat]:  48%|█▍ | 161/333 [03:13<03:48,  1.33s/it, loss=0.706, pair=0.003, adv=3.761, sprd=0.019]
Ep 034/60 [S2:+mat]:  49%|█▍ | 162/333 [03:13<03:38,  1.28s/it, loss=0.706, pair=0.003, adv=3.761, sprd=0.019]
Ep 034/60 [S2:+mat]:  49%|█▍ | 162/333 [03:15<03:38,  1.28s/it, loss=0.714, pair=0.003, adv=3.892, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 163/333 [03:15<03:48,  1.34s/it, loss=0.714, pair=0.003, adv=3.892, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 163/333 [03:16<03:48,  1.34s/it, loss=0.717, pair=0.000, adv=3.605, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 164/333 [03:16<03:35,  1.27s/it, loss=0.717, pair=0.000, adv=3.605, sprd=0.024]
Ep 034/60 [S2:+mat]:  49%|█▍ | 164/333 [03:17<03:35,  1.27s/it, loss=0.720, pair=0.003, adv=3.798, sprd=0.022]
Ep 034/60 [S2:+mat]:  50%|█▍ | 165/333 [03:17<03:42,  1.32s/it, loss=0.720, pair=0.003, adv=3.798, sprd=0.022]
Ep 034/60 [S2:+mat]:  50%|█▍ | 165/333 [03:18<03:42,  1.32s/it, loss=0.707, pair=0.000, adv=3.890, sprd=0.020]
Ep 034/60 [S2:+mat]:  50%|█▍ | 166/333 [03:18<03:32,  1.27s/it, loss=0.707, pair=0.000, adv=3.890, sprd=0.020]
Ep 034/60 [S2:+mat]:  50%|█▍ | 166/333 [03:20<03:32,  1.27s/it, loss=0.759, pair=0.000, adv=3.594, sprd=0.033]
Ep 034/60 [S2:+mat]:  50%|█▌ | 167/333 [03:20<03:42,  1.34s/it, loss=0.759, pair=0.000, adv=3.594, sprd=0.033]
Ep 034/60 [S2:+mat]:  50%|█▌ | 167/333 [03:21<03:42,  1.34s/it, loss=0.724, pair=0.003, adv=4.051, sprd=0.025]
Ep 034/60 [S2:+mat]:  50%|█▌ | 168/333 [03:21<03:35,  1.31s/it, loss=0.724, pair=0.003, adv=4.051, sprd=0.025]
Ep 034/60 [S2:+mat]:  50%|█▌ | 168/333 [03:22<03:35,  1.31s/it, loss=0.712, pair=0.000, adv=3.741, sprd=0.021]
Ep 034/60 [S2:+mat]:  51%|█▌ | 169/333 [03:22<03:39,  1.34s/it, loss=0.712, pair=0.000, adv=3.741, sprd=0.021]
Ep 034/60 [S2:+mat]:  51%|█▌ | 169/333 [03:24<03:39,  1.34s/it, loss=0.695, pair=0.000, adv=3.163, sprd=0.021]
Ep 034/60 [S2:+mat]:  51%|█▌ | 170/333 [03:24<03:27,  1.27s/it, loss=0.695, pair=0.000, adv=3.163, sprd=0.021]
Ep 034/60 [S2:+mat]:  51%|█▌ | 170/333 [03:25<03:27,  1.27s/it, loss=0.798, pair=0.000, adv=4.032, sprd=0.022]
Ep 034/60 [S2:+mat]:  51%|█▌ | 171/333 [03:25<03:31,  1.31s/it, loss=0.798, pair=0.000, adv=4.032, sprd=0.022]
Ep 034/60 [S2:+mat]:  51%|█▌ | 171/333 [03:26<03:31,  1.31s/it, loss=0.707, pair=0.000, adv=3.962, sprd=0.020]
Ep 034/60 [S2:+mat]:  52%|█▌ | 172/333 [03:26<03:24,  1.27s/it, loss=0.707, pair=0.000, adv=3.962, sprd=0.020]
Ep 034/60 [S2:+mat]:  52%|█▌ | 172/333 [03:27<03:24,  1.27s/it, loss=0.714, pair=0.012, adv=4.076, sprd=0.019]
Ep 034/60 [S2:+mat]:  52%|█▌ | 173/333 [03:27<03:28,  1.30s/it, loss=0.714, pair=0.012, adv=4.076, sprd=0.019]
Ep 034/60 [S2:+mat]:  52%|█▌ | 173/333 [03:29<03:28,  1.30s/it, loss=0.705, pair=0.002, adv=4.271, sprd=0.021]
Ep 034/60 [S2:+mat]:  52%|█▌ | 174/333 [03:29<03:22,  1.27s/it, loss=0.705, pair=0.002, adv=4.271, sprd=0.021]
Ep 034/60 [S2:+mat]:  52%|█▌ | 174/333 [03:30<03:22,  1.27s/it, loss=0.732, pair=0.002, adv=4.311, sprd=0.028]
Ep 034/60 [S2:+mat]:  53%|█▌ | 175/333 [03:30<03:29,  1.33s/it, loss=0.732, pair=0.002, adv=4.311, sprd=0.028]
Ep 034/60 [S2:+mat]:  53%|█▌ | 175/333 [03:31<03:29,  1.33s/it, loss=0.735, pair=0.003, adv=4.136, sprd=0.027]
Ep 034/60 [S2:+mat]:  53%|█▌ | 176/333 [03:31<03:24,  1.30s/it, loss=0.735, pair=0.003, adv=4.136, sprd=0.027]
Ep 034/60 [S2:+mat]:  53%|█▌ | 176/333 [03:33<03:24,  1.30s/it, loss=0.707, pair=0.006, adv=4.343, sprd=0.021]
Ep 034/60 [S2:+mat]:  53%|█▌ | 177/333 [03:33<03:35,  1.38s/it, loss=0.707, pair=0.006, adv=4.343, sprd=0.021]
Ep 034/60 [S2:+mat]:  53%|█▌ | 177/333 [03:34<03:35,  1.38s/it, loss=0.712, pair=0.000, adv=4.160, sprd=0.023]
Ep 034/60 [S2:+mat]:  53%|█▌ | 178/333 [03:34<03:26,  1.33s/it, loss=0.712, pair=0.000, adv=4.160, sprd=0.023]
Ep 034/60 [S2:+mat]:  53%|█▌ | 178/333 [03:36<03:26,  1.33s/it, loss=0.726, pair=0.008, adv=4.198, sprd=0.025]
Ep 034/60 [S2:+mat]:  54%|█▌ | 179/333 [03:36<03:37,  1.41s/it, loss=0.726, pair=0.008, adv=4.198, sprd=0.025]
Ep 034/60 [S2:+mat]:  54%|█▌ | 179/333 [03:37<03:37,  1.41s/it, loss=0.739, pair=0.003, adv=4.517, sprd=0.027]
Ep 034/60 [S2:+mat]:  54%|█▌ | 180/333 [03:37<03:28,  1.36s/it, loss=0.739, pair=0.003, adv=4.517, sprd=0.027]
Ep 034/60 [S2:+mat]:  54%|█▌ | 180/333 [03:39<03:28,  1.36s/it, loss=0.710, pair=0.000, adv=3.928, sprd=0.020]
Ep 034/60 [S2:+mat]:  54%|█▋ | 181/333 [03:39<03:32,  1.40s/it, loss=0.710, pair=0.000, adv=3.928, sprd=0.020]
Ep 034/60 [S2:+mat]:  54%|█▋ | 181/333 [03:40<03:32,  1.40s/it, loss=0.723, pair=0.002, adv=4.605, sprd=0.026]
Ep 034/60 [S2:+mat]:  55%|█▋ | 182/333 [03:40<03:17,  1.31s/it, loss=0.723, pair=0.002, adv=4.605, sprd=0.026]
Ep 034/60 [S2:+mat]:  55%|█▋ | 182/333 [03:41<03:17,  1.31s/it, loss=0.725, pair=0.012, adv=3.959, sprd=0.024]
Ep 034/60 [S2:+mat]:  55%|█▋ | 183/333 [03:41<03:25,  1.37s/it, loss=0.725, pair=0.012, adv=3.959, sprd=0.024]
Ep 034/60 [S2:+mat]:  55%|█▋ | 183/333 [03:42<03:25,  1.37s/it, loss=0.712, pair=0.008, adv=4.505, sprd=0.022]
Ep 034/60 [S2:+mat]:  55%|█▋ | 184/333 [03:42<03:15,  1.31s/it, loss=0.712, pair=0.008, adv=4.505, sprd=0.022]
Ep 034/60 [S2:+mat]:  55%|█▋ | 184/333 [03:44<03:15,  1.31s/it, loss=0.711, pair=0.004, adv=4.572, sprd=0.020]
Ep 034/60 [S2:+mat]:  56%|█▋ | 185/333 [03:44<03:19,  1.35s/it, loss=0.711, pair=0.004, adv=4.572, sprd=0.020]
Ep 034/60 [S2:+mat]:  56%|█▋ | 185/333 [03:45<03:19,  1.35s/it, loss=0.940, pair=0.642, adv=4.134, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 186/333 [03:45<03:14,  1.32s/it, loss=0.940, pair=0.642, adv=4.134, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 186/333 [03:46<03:14,  1.32s/it, loss=0.741, pair=0.005, adv=4.921, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 187/333 [03:46<03:20,  1.38s/it, loss=0.741, pair=0.005, adv=4.921, sprd=0.030]
Ep 034/60 [S2:+mat]:  56%|█▋ | 187/333 [03:48<03:20,  1.38s/it, loss=0.694, pair=0.015, adv=4.299, sprd=0.015]
Ep 034/60 [S2:+mat]:  56%|█▋ | 188/333 [03:48<03:10,  1.31s/it, loss=0.694, pair=0.015, adv=4.299, sprd=0.015]
Ep 034/60 [S2:+mat]:  56%|█▋ | 188/333 [03:49<03:10,  1.31s/it, loss=0.713, pair=0.016, adv=4.336, sprd=0.021]
Ep 034/60 [S2:+mat]:  57%|█▋ | 189/333 [03:49<03:16,  1.37s/it, loss=0.713, pair=0.016, adv=4.336, sprd=0.021]
Ep 034/60 [S2:+mat]:  57%|█▋ | 189/333 [03:50<03:16,  1.37s/it, loss=0.717, pair=0.009, adv=4.829, sprd=0.024]
Ep 034/60 [S2:+mat]:  57%|█▋ | 190/333 [03:50<03:08,  1.32s/it, loss=0.717, pair=0.009, adv=4.829, sprd=0.024]
Ep 034/60 [S2:+mat]:  57%|█▋ | 190/333 [03:52<03:08,  1.32s/it, loss=0.718, pair=0.010, adv=4.840, sprd=0.024]
Ep 034/60 [S2:+mat]:  57%|█▋ | 191/333 [03:52<03:04,  1.30s/it, loss=0.718, pair=0.010, adv=4.840, sprd=0.024]
Ep 034/60 [S2:+mat]:  57%|█▋ | 191/333 [03:53<03:04,  1.30s/it, loss=0.710, pair=0.009, adv=4.462, sprd=0.020]
Ep 034/60 [S2:+mat]:  58%|█▋ | 192/333 [03:53<02:57,  1.26s/it, loss=0.710, pair=0.009, adv=4.462, sprd=0.020]
Ep 034/60 [S2:+mat]:  58%|█▋ | 192/333 [03:54<02:57,  1.26s/it, loss=0.702, pair=0.012, adv=4.783, sprd=0.017]
Ep 034/60 [S2:+mat]:  58%|█▋ | 193/333 [03:54<02:59,  1.28s/it, loss=0.702, pair=0.012, adv=4.783, sprd=0.017]
Ep 034/60 [S2:+mat]:  58%|█▋ | 193/333 [03:55<02:59,  1.28s/it, loss=0.705, pair=0.010, adv=4.442, sprd=0.020]
Ep 034/60 [S2:+mat]:  58%|█▋ | 194/333 [03:55<02:51,  1.23s/it, loss=0.705, pair=0.010, adv=4.442, sprd=0.020]
Ep 034/60 [S2:+mat]:  58%|█▋ | 194/333 [03:57<02:51,  1.23s/it, loss=0.717, pair=0.011, adv=4.772, sprd=0.023]
Ep 034/60 [S2:+mat]:  59%|█▊ | 195/333 [03:57<02:57,  1.28s/it, loss=0.717, pair=0.011, adv=4.772, sprd=0.023]
Ep 034/60 [S2:+mat]:  59%|█▊ | 195/333 [03:58<02:57,  1.28s/it, loss=0.721, pair=0.012, adv=4.480, sprd=0.023]
Ep 034/60 [S2:+mat]:  59%|█▊ | 196/333 [03:58<02:54,  1.27s/it, loss=0.721, pair=0.012, adv=4.480, sprd=0.023]
Ep 034/60 [S2:+mat]:  59%|█▊ | 196/333 [03:59<02:54,  1.27s/it, loss=0.721, pair=0.012, adv=4.211, sprd=0.022]
Ep 034/60 [S2:+mat]:  59%|█▊ | 197/333 [03:59<03:04,  1.36s/it, loss=0.721, pair=0.012, adv=4.211, sprd=0.022]
Ep 034/60 [S2:+mat]:  59%|█▊ | 197/333 [04:01<03:04,  1.36s/it, loss=0.717, pair=0.009, adv=4.636, sprd=0.020]
Ep 034/60 [S2:+mat]:  59%|█▊ | 198/333 [04:01<02:56,  1.31s/it, loss=0.717, pair=0.009, adv=4.636, sprd=0.020]
Ep 034/60 [S2:+mat]:  59%|█▊ | 198/333 [04:02<02:56,  1.31s/it, loss=0.723, pair=0.004, adv=4.150, sprd=0.023]
Ep 034/60 [S2:+mat]:  60%|█▊ | 199/333 [04:02<03:01,  1.35s/it, loss=0.723, pair=0.004, adv=4.150, sprd=0.023]
Ep 034/60 [S2:+mat]:  60%|█▊ | 199/333 [04:03<03:01,  1.35s/it, loss=0.731, pair=0.005, adv=4.292, sprd=0.026]
Ep 034/60 [S2:+mat]:  60%|█▊ | 200/333 [04:03<02:54,  1.31s/it, loss=0.731, pair=0.005, adv=4.292, sprd=0.026]
Ep 034/60 [S2:+mat]:  60%|█▊ | 200/333 [04:05<02:54,  1.31s/it, loss=0.814, pair=0.007, adv=4.631, sprd=0.025]
Ep 034/60 [S2:+mat]:  60%|█▊ | 201/333 [04:05<02:56,  1.34s/it, loss=0.814, pair=0.007, adv=4.631, sprd=0.025]
Ep 034/60 [S2:+mat]:  60%|█▊ | 201/333 [04:06<02:56,  1.34s/it, loss=0.710, pair=0.006, adv=4.264, sprd=0.021]
Ep 034/60 [S2:+mat]:  61%|█▊ | 202/333 [04:06<02:49,  1.29s/it, loss=0.710, pair=0.006, adv=4.264, sprd=0.021]
Ep 034/60 [S2:+mat]:  61%|█▊ | 202/333 [04:07<02:49,  1.29s/it, loss=0.727, pair=0.005, adv=4.308, sprd=0.025]
Ep 034/60 [S2:+mat]:  61%|█▊ | 203/333 [04:07<02:59,  1.38s/it, loss=0.727, pair=0.005, adv=4.308, sprd=0.025]
Ep 034/60 [S2:+mat]:  61%|█▊ | 203/333 [04:09<02:59,  1.38s/it, loss=0.721, pair=0.007, adv=4.331, sprd=0.022]
Ep 034/60 [S2:+mat]:  61%|█▊ | 204/333 [04:09<02:50,  1.32s/it, loss=0.721, pair=0.007, adv=4.331, sprd=0.022]
Ep 034/60 [S2:+mat]:  61%|█▊ | 204/333 [04:10<02:50,  1.32s/it, loss=0.745, pair=0.009, adv=4.194, sprd=0.030]
Ep 034/60 [S2:+mat]:  62%|█▊ | 205/333 [04:10<03:02,  1.42s/it, loss=0.745, pair=0.009, adv=4.194, sprd=0.030]
Ep 034/60 [S2:+mat]:  62%|█▊ | 205/333 [04:12<03:02,  1.42s/it, loss=0.736, pair=0.003, adv=4.795, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 206/333 [04:12<02:54,  1.37s/it, loss=0.736, pair=0.003, adv=4.795, sprd=0.028]
Ep 034/60 [S2:+mat]:  62%|█▊ | 206/333 [04:13<02:54,  1.37s/it, loss=0.739, pair=0.002, adv=4.221, sprd=0.027]
Ep 034/60 [S2:+mat]:  62%|█▊ | 207/333 [04:13<02:56,  1.40s/it, loss=0.739, pair=0.002, adv=4.221, sprd=0.027]
Ep 034/60 [S2:+mat]:  62%|█▊ | 207/333 [04:14<02:56,  1.40s/it, loss=0.724, pair=0.001, adv=4.309, sprd=0.023]
Ep 034/60 [S2:+mat]:  62%|█▊ | 208/333 [04:14<02:47,  1.34s/it, loss=0.724, pair=0.001, adv=4.309, sprd=0.023]
Ep 034/60 [S2:+mat]:  62%|█▊ | 208/333 [04:16<02:47,  1.34s/it, loss=0.713, pair=0.005, adv=4.541, sprd=0.023]
Ep 034/60 [S2:+mat]:  63%|█▉ | 209/333 [04:16<02:49,  1.37s/it, loss=0.713, pair=0.005, adv=4.541, sprd=0.023]
Ep 034/60 [S2:+mat]:  63%|█▉ | 209/333 [04:17<02:49,  1.37s/it, loss=0.706, pair=0.008, adv=4.351, sprd=0.020]
Ep 034/60 [S2:+mat]:  63%|█▉ | 210/333 [04:17<02:41,  1.31s/it, loss=0.706, pair=0.008, adv=4.351, sprd=0.020]
Ep 034/60 [S2:+mat]:  63%|█▉ | 210/333 [04:18<02:41,  1.31s/it, loss=0.719, pair=0.021, adv=4.556, sprd=0.020]
Ep 034/60 [S2:+mat]:  63%|█▉ | 211/333 [04:18<02:46,  1.37s/it, loss=0.719, pair=0.021, adv=4.556, sprd=0.020]
Ep 034/60 [S2:+mat]:  63%|█▉ | 211/333 [04:20<02:46,  1.37s/it, loss=0.706, pair=0.007, adv=4.463, sprd=0.020]
Ep 034/60 [S2:+mat]:  64%|█▉ | 212/333 [04:20<02:38,  1.31s/it, loss=0.706, pair=0.007, adv=4.463, sprd=0.020]
Ep 034/60 [S2:+mat]:  64%|█▉ | 212/333 [04:21<02:38,  1.31s/it, loss=0.740, pair=0.015, adv=4.310, sprd=0.026]
Ep 034/60 [S2:+mat]:  64%|█▉ | 213/333 [04:21<02:45,  1.38s/it, loss=0.740, pair=0.015, adv=4.310, sprd=0.026]
Ep 034/60 [S2:+mat]:  64%|█▉ | 213/333 [04:22<02:45,  1.38s/it, loss=0.736, pair=0.003, adv=5.028, sprd=0.027]
Ep 034/60 [S2:+mat]:  64%|█▉ | 214/333 [04:22<02:38,  1.33s/it, loss=0.736, pair=0.003, adv=5.028, sprd=0.027]
Ep 034/60 [S2:+mat]:  64%|█▉ | 214/333 [04:24<02:38,  1.33s/it, loss=0.803, pair=0.005, adv=4.346, sprd=0.022]
Ep 034/60 [S2:+mat]:  65%|█▉ | 215/333 [04:24<02:43,  1.39s/it, loss=0.803, pair=0.005, adv=4.346, sprd=0.022]
Ep 034/60 [S2:+mat]:  65%|█▉ | 215/333 [04:25<02:43,  1.39s/it, loss=0.705, pair=0.005, adv=4.579, sprd=0.020]
Ep 034/60 [S2:+mat]:  65%|█▉ | 216/333 [04:25<02:35,  1.33s/it, loss=0.705, pair=0.005, adv=4.579, sprd=0.020]
Ep 034/60 [S2:+mat]:  65%|█▉ | 216/333 [04:26<02:35,  1.33s/it, loss=0.715, pair=0.004, adv=3.866, sprd=0.022]
Ep 034/60 [S2:+mat]:  65%|█▉ | 217/333 [04:26<02:40,  1.38s/it, loss=0.715, pair=0.004, adv=3.866, sprd=0.022]
Ep 034/60 [S2:+mat]:  65%|█▉ | 217/333 [04:28<02:40,  1.38s/it, loss=0.733, pair=0.007, adv=4.345, sprd=0.027]
Ep 034/60 [S2:+mat]:  65%|█▉ | 218/333 [04:28<02:33,  1.34s/it, loss=0.733, pair=0.007, adv=4.345, sprd=0.027]
Ep 034/60 [S2:+mat]:  65%|█▉ | 218/333 [04:29<02:33,  1.34s/it, loss=0.711, pair=0.003, adv=4.355, sprd=0.019]
Ep 034/60 [S2:+mat]:  66%|█▉ | 219/333 [04:29<02:30,  1.32s/it, loss=0.711, pair=0.003, adv=4.355, sprd=0.019]
Ep 034/60 [S2:+mat]:  66%|█▉ | 219/333 [04:30<02:30,  1.32s/it, loss=0.698, pair=0.005, adv=4.065, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 220/333 [04:30<02:25,  1.29s/it, loss=0.698, pair=0.005, adv=4.065, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 220/333 [04:32<02:25,  1.29s/it, loss=0.708, pair=0.002, adv=3.867, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 221/333 [04:32<02:33,  1.37s/it, loss=0.708, pair=0.002, adv=3.867, sprd=0.020]
Ep 034/60 [S2:+mat]:  66%|█▉ | 221/333 [04:33<02:33,  1.37s/it, loss=0.707, pair=0.004, adv=4.262, sprd=0.020]
Ep 034/60 [S2:+mat]:  67%|██ | 222/333 [04:33<02:27,  1.33s/it, loss=0.707, pair=0.004, adv=4.262, sprd=0.020]
Ep 034/60 [S2:+mat]:  67%|██ | 222/333 [04:35<02:27,  1.33s/it, loss=0.801, pair=0.004, adv=4.169, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 223/333 [04:35<02:31,  1.38s/it, loss=0.801, pair=0.004, adv=4.169, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 223/333 [04:36<02:31,  1.38s/it, loss=0.715, pair=0.009, adv=4.125, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 224/333 [04:36<02:25,  1.33s/it, loss=0.715, pair=0.009, adv=4.125, sprd=0.022]
Ep 034/60 [S2:+mat]:  67%|██ | 224/333 [04:37<02:25,  1.33s/it, loss=0.800, pair=0.006, adv=4.236, sprd=0.023]
Ep 034/60 [S2:+mat]:  68%|██ | 225/333 [04:37<02:28,  1.37s/it, loss=0.800, pair=0.006, adv=4.236, sprd=0.023]
Ep 034/60 [S2:+mat]:  68%|██ | 225/333 [04:38<02:28,  1.37s/it, loss=0.721, pair=0.003, adv=4.297, sprd=0.021]
Ep 034/60 [S2:+mat]:  68%|██ | 226/333 [04:38<02:21,  1.32s/it, loss=0.721, pair=0.003, adv=4.297, sprd=0.021]
Ep 034/60 [S2:+mat]:  68%|██ | 226/333 [04:40<02:21,  1.32s/it, loss=0.700, pair=0.004, adv=4.302, sprd=0.019]
Ep 034/60 [S2:+mat]:  68%|██ | 227/333 [04:40<02:24,  1.36s/it, loss=0.700, pair=0.004, adv=4.302, sprd=0.019]
Ep 034/60 [S2:+mat]:  68%|██ | 227/333 [04:41<02:24,  1.36s/it, loss=0.745, pair=0.001, adv=4.434, sprd=0.030]
Ep 034/60 [S2:+mat]:  68%|██ | 228/333 [04:41<02:14,  1.28s/it, loss=0.745, pair=0.001, adv=4.434, sprd=0.030]
Ep 034/60 [S2:+mat]:  68%|██ | 228/333 [04:42<02:14,  1.28s/it, loss=0.701, pair=0.000, adv=4.508, sprd=0.020]
Ep 034/60 [S2:+mat]:  69%|██ | 229/333 [04:42<02:19,  1.34s/it, loss=0.701, pair=0.000, adv=4.508, sprd=0.020]
Ep 034/60 [S2:+mat]:  69%|██ | 229/333 [04:44<02:19,  1.34s/it, loss=0.736, pair=0.011, adv=4.363, sprd=0.027]
Ep 034/60 [S2:+mat]:  69%|██ | 230/333 [04:44<02:15,  1.31s/it, loss=0.736, pair=0.011, adv=4.363, sprd=0.027]
Ep 034/60 [S2:+mat]:  69%|██ | 230/333 [04:45<02:15,  1.31s/it, loss=0.826, pair=0.007, adv=4.116, sprd=0.026]
Ep 034/60 [S2:+mat]:  69%|██ | 231/333 [04:45<02:21,  1.38s/it, loss=0.826, pair=0.007, adv=4.116, sprd=0.026]
Ep 034/60 [S2:+mat]:  69%|██ | 231/333 [04:47<02:21,  1.38s/it, loss=0.741, pair=0.011, adv=4.332, sprd=0.028]
Ep 034/60 [S2:+mat]:  70%|██ | 232/333 [04:47<02:16,  1.35s/it, loss=0.741, pair=0.011, adv=4.332, sprd=0.028]
Ep 034/60 [S2:+mat]:  70%|██ | 232/333 [04:48<02:16,  1.35s/it, loss=0.721, pair=0.000, adv=4.076, sprd=0.024]
Ep 034/60 [S2:+mat]:  70%|██ | 233/333 [04:48<02:19,  1.39s/it, loss=0.721, pair=0.000, adv=4.076, sprd=0.024]
Ep 034/60 [S2:+mat]:  70%|██ | 233/333 [04:49<02:19,  1.39s/it, loss=0.701, pair=0.011, adv=4.279, sprd=0.019]
Ep 034/60 [S2:+mat]:  70%|██ | 234/333 [04:49<02:11,  1.33s/it, loss=0.701, pair=0.011, adv=4.279, sprd=0.019]
Ep 034/60 [S2:+mat]:  70%|██ | 234/333 [04:51<02:11,  1.33s/it, loss=0.734, pair=0.023, adv=4.488, sprd=0.023]
Ep 034/60 [S2:+mat]:  71%|██ | 235/333 [04:51<02:16,  1.39s/it, loss=0.734, pair=0.023, adv=4.488, sprd=0.023]
Ep 034/60 [S2:+mat]:  71%|██ | 235/333 [04:52<02:16,  1.39s/it, loss=0.725, pair=0.001, adv=4.392, sprd=0.025]
Ep 034/60 [S2:+mat]:  71%|██▏| 236/333 [04:52<02:10,  1.35s/it, loss=0.725, pair=0.001, adv=4.392, sprd=0.025]
Ep 034/60 [S2:+mat]:  71%|██▏| 236/333 [04:54<02:10,  1.35s/it, loss=0.705, pair=0.000, adv=4.577, sprd=0.022]
Ep 034/60 [S2:+mat]:  71%|██▏| 237/333 [04:54<02:14,  1.41s/it, loss=0.705, pair=0.000, adv=4.577, sprd=0.022]
Ep 034/60 [S2:+mat]:  71%|██▏| 237/333 [04:55<02:14,  1.41s/it, loss=0.733, pair=0.003, adv=4.545, sprd=0.027]
Ep 034/60 [S2:+mat]:  71%|██▏| 238/333 [04:55<02:09,  1.36s/it, loss=0.733, pair=0.003, adv=4.545, sprd=0.027]
Ep 034/60 [S2:+mat]:  71%|██▏| 238/333 [04:56<02:09,  1.36s/it, loss=0.799, pair=0.003, adv=4.131, sprd=0.020]
Ep 034/60 [S2:+mat]:  72%|██▏| 239/333 [04:56<02:10,  1.39s/it, loss=0.799, pair=0.003, adv=4.131, sprd=0.020]
Ep 034/60 [S2:+mat]:  72%|██▏| 239/333 [04:57<02:10,  1.39s/it, loss=0.743, pair=0.000, adv=4.100, sprd=0.029]
Ep 034/60 [S2:+mat]:  72%|██▏| 240/333 [04:57<02:05,  1.35s/it, loss=0.743, pair=0.000, adv=4.100, sprd=0.029]
Ep 034/60 [S2:+mat]:  72%|██▏| 240/333 [04:59<02:05,  1.35s/it, loss=0.726, pair=0.002, adv=4.257, sprd=0.024]
Ep 034/60 [S2:+mat]:  72%|██▏| 241/333 [04:59<02:07,  1.38s/it, loss=0.726, pair=0.002, adv=4.257, sprd=0.024]
Ep 034/60 [S2:+mat]:  72%|██▏| 241/333 [05:00<02:07,  1.38s/it, loss=0.729, pair=0.001, adv=4.216, sprd=0.026]
Ep 034/60 [S2:+mat]:  73%|██▏| 242/333 [05:00<02:02,  1.35s/it, loss=0.729, pair=0.001, adv=4.216, sprd=0.026]
Ep 034/60 [S2:+mat]:  73%|██▏| 242/333 [05:02<02:02,  1.35s/it, loss=0.711, pair=0.003, adv=4.283, sprd=0.021]
Ep 034/60 [S2:+mat]:  73%|██▏| 243/333 [05:02<02:03,  1.37s/it, loss=0.711, pair=0.003, adv=4.283, sprd=0.021]
Ep 034/60 [S2:+mat]:  73%|██▏| 243/333 [05:03<02:03,  1.37s/it, loss=0.744, pair=0.007, adv=3.794, sprd=0.030]
Ep 034/60 [S2:+mat]:  73%|██▏| 244/333 [05:03<01:59,  1.34s/it, loss=0.744, pair=0.007, adv=3.794, sprd=0.030]
Ep 034/60 [S2:+mat]:  73%|██▏| 244/333 [05:05<01:59,  1.34s/it, loss=0.705, pair=0.001, adv=4.405, sprd=0.020]
Ep 034/60 [S2:+mat]:  74%|██▏| 245/333 [05:05<02:05,  1.42s/it, loss=0.705, pair=0.001, adv=4.405, sprd=0.020]
Ep 034/60 [S2:+mat]:  74%|██▏| 245/333 [05:06<02:05,  1.42s/it, loss=0.724, pair=0.000, adv=4.324, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 246/333 [05:06<01:57,  1.35s/it, loss=0.724, pair=0.000, adv=4.324, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 246/333 [05:07<01:57,  1.35s/it, loss=0.751, pair=0.000, adv=4.398, sprd=0.028]
Ep 034/60 [S2:+mat]:  74%|██▏| 247/333 [05:07<02:04,  1.45s/it, loss=0.751, pair=0.000, adv=4.398, sprd=0.028]
Ep 034/60 [S2:+mat]:  74%|██▏| 247/333 [05:09<02:04,  1.45s/it, loss=0.722, pair=0.010, adv=3.984, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 248/333 [05:09<01:57,  1.39s/it, loss=0.722, pair=0.010, adv=3.984, sprd=0.024]
Ep 034/60 [S2:+mat]:  74%|██▏| 248/333 [05:10<01:57,  1.39s/it, loss=0.733, pair=0.000, adv=4.090, sprd=0.027]
Ep 034/60 [S2:+mat]:  75%|██▏| 249/333 [05:10<02:02,  1.45s/it, loss=0.733, pair=0.000, adv=4.090, sprd=0.027]
Ep 034/60 [S2:+mat]:  75%|██▏| 249/333 [05:11<02:02,  1.45s/it, loss=0.707, pair=0.000, adv=4.112, sprd=0.019]
Ep 034/60 [S2:+mat]:  75%|██▎| 250/333 [05:11<01:54,  1.38s/it, loss=0.707, pair=0.000, adv=4.112, sprd=0.019]
Ep 034/60 [S2:+mat]:  75%|██▎| 250/333 [05:13<01:54,  1.38s/it, loss=0.818, pair=0.010, adv=4.402, sprd=0.029]
Ep 034/60 [S2:+mat]:  75%|██▎| 251/333 [05:13<01:57,  1.43s/it, loss=0.818, pair=0.010, adv=4.402, sprd=0.029]
Ep 034/60 [S2:+mat]:  75%|██▎| 251/333 [05:14<01:57,  1.43s/it, loss=0.710, pair=0.001, adv=4.195, sprd=0.021]
Ep 034/60 [S2:+mat]:  76%|██▎| 252/333 [05:14<01:50,  1.37s/it, loss=0.710, pair=0.001, adv=4.195, sprd=0.021]
Ep 034/60 [S2:+mat]:  76%|██▎| 252/333 [05:16<01:50,  1.37s/it, loss=0.687, pair=0.001, adv=3.323, sprd=0.017]
Ep 034/60 [S2:+mat]:  76%|██▎| 253/333 [05:16<01:52,  1.40s/it, loss=0.687, pair=0.001, adv=3.323, sprd=0.017]
Ep 034/60 [S2:+mat]:  76%|██▎| 253/333 [05:17<01:52,  1.40s/it, loss=0.716, pair=0.000, adv=4.352, sprd=0.020]
Ep 034/60 [S2:+mat]:  76%|██▎| 254/333 [05:17<01:46,  1.34s/it, loss=0.716, pair=0.000, adv=4.352, sprd=0.020]
Ep 034/60 [S2:+mat]:  76%|██▎| 254/333 [05:18<01:46,  1.34s/it, loss=0.803, pair=0.009, adv=3.957, sprd=0.022]
Ep 034/60 [S2:+mat]:  77%|██▎| 255/333 [05:18<01:46,  1.36s/it, loss=0.803, pair=0.009, adv=3.957, sprd=0.022]
Ep 034/60 [S2:+mat]:  77%|██▎| 255/333 [05:19<01:46,  1.36s/it, loss=0.698, pair=0.000, adv=4.077, sprd=0.017]
Ep 034/60 [S2:+mat]:  77%|██▎| 256/333 [05:19<01:40,  1.31s/it, loss=0.698, pair=0.000, adv=4.077, sprd=0.017]
Ep 034/60 [S2:+mat]:  77%|██▎| 256/333 [05:21<01:40,  1.31s/it, loss=0.702, pair=0.000, adv=4.390, sprd=0.019]
Ep 034/60 [S2:+mat]:  77%|██▎| 257/333 [05:21<01:44,  1.38s/it, loss=0.702, pair=0.000, adv=4.390, sprd=0.019]
Ep 034/60 [S2:+mat]:  77%|██▎| 257/333 [05:22<01:44,  1.38s/it, loss=0.715, pair=0.000, adv=4.110, sprd=0.023]
Ep 034/60 [S2:+mat]:  77%|██▎| 258/333 [05:22<01:39,  1.33s/it, loss=0.715, pair=0.000, adv=4.110, sprd=0.023]
Ep 034/60 [S2:+mat]:  77%|██▎| 258/333 [05:24<01:39,  1.33s/it, loss=0.736, pair=0.001, adv=4.350, sprd=0.026]
Ep 034/60 [S2:+mat]:  78%|██▎| 259/333 [05:24<01:42,  1.38s/it, loss=0.736, pair=0.001, adv=4.350, sprd=0.026]
Ep 034/60 [S2:+mat]:  78%|██▎| 259/333 [05:25<01:42,  1.38s/it, loss=0.715, pair=0.000, adv=4.273, sprd=0.023]
Ep 034/60 [S2:+mat]:  78%|██▎| 260/333 [05:25<01:37,  1.34s/it, loss=0.715, pair=0.000, adv=4.273, sprd=0.023]
Ep 034/60 [S2:+mat]:  78%|██▎| 260/333 [05:27<01:37,  1.34s/it, loss=0.740, pair=0.000, adv=4.450, sprd=0.028]
Ep 034/60 [S2:+mat]:  78%|██▎| 261/333 [05:27<01:41,  1.41s/it, loss=0.740, pair=0.000, adv=4.450, sprd=0.028]
Ep 034/60 [S2:+mat]:  78%|██▎| 261/333 [05:28<01:41,  1.41s/it, loss=0.730, pair=0.000, adv=4.500, sprd=0.027]
Ep 034/60 [S2:+mat]:  79%|██▎| 262/333 [05:28<01:36,  1.37s/it, loss=0.730, pair=0.000, adv=4.500, sprd=0.027]
Ep 034/60 [S2:+mat]:  79%|██▎| 262/333 [05:29<01:36,  1.37s/it, loss=0.737, pair=0.001, adv=4.509, sprd=0.030]
Ep 034/60 [S2:+mat]:  79%|██▎| 263/333 [05:29<01:39,  1.42s/it, loss=0.737, pair=0.001, adv=4.509, sprd=0.030]
Ep 034/60 [S2:+mat]:  79%|██▎| 263/333 [05:31<01:39,  1.42s/it, loss=0.717, pair=0.000, adv=4.463, sprd=0.024]
Ep 034/60 [S2:+mat]:  79%|██▍| 264/333 [05:31<01:34,  1.37s/it, loss=0.717, pair=0.000, adv=4.463, sprd=0.024]
Ep 034/60 [S2:+mat]:  79%|██▍| 264/333 [05:32<01:34,  1.37s/it, loss=0.724, pair=0.000, adv=4.792, sprd=0.024]
Ep 034/60 [S2:+mat]:  80%|██▍| 265/333 [05:32<01:35,  1.41s/it, loss=0.724, pair=0.000, adv=4.792, sprd=0.024]
Ep 034/60 [S2:+mat]:  80%|██▍| 265/333 [05:33<01:35,  1.41s/it, loss=0.723, pair=0.003, adv=4.783, sprd=0.028]
Ep 034/60 [S2:+mat]:  80%|██▍| 266/333 [05:33<01:31,  1.37s/it, loss=0.723, pair=0.003, adv=4.783, sprd=0.028]
Ep 034/60 [S2:+mat]:  80%|██▍| 266/333 [05:35<01:31,  1.37s/it, loss=0.726, pair=0.001, adv=4.485, sprd=0.024]
Ep 034/60 [S2:+mat]:  80%|██▍| 267/333 [05:35<01:33,  1.41s/it, loss=0.726, pair=0.001, adv=4.485, sprd=0.024]
Ep 034/60 [S2:+mat]:  80%|██▍| 267/333 [05:36<01:33,  1.41s/it, loss=0.731, pair=0.008, adv=4.301, sprd=0.027]
Ep 034/60 [S2:+mat]:  80%|██▍| 268/333 [05:36<01:29,  1.37s/it, loss=0.731, pair=0.008, adv=4.301, sprd=0.027]
Ep 034/60 [S2:+mat]:  80%|██▍| 268/333 [05:38<01:29,  1.37s/it, loss=0.730, pair=0.003, adv=4.585, sprd=0.025]
Ep 034/60 [S2:+mat]:  81%|██▍| 269/333 [05:38<01:30,  1.41s/it, loss=0.730, pair=0.003, adv=4.585, sprd=0.025]
Ep 034/60 [S2:+mat]:  81%|██▍| 269/333 [05:39<01:30,  1.41s/it, loss=0.710, pair=0.001, adv=4.794, sprd=0.022]
Ep 034/60 [S2:+mat]:  81%|██▍| 270/333 [05:39<01:25,  1.35s/it, loss=0.710, pair=0.001, adv=4.794, sprd=0.022]
Ep 034/60 [S2:+mat]:  81%|██▍| 270/333 [05:40<01:25,  1.35s/it, loss=0.738, pair=0.004, adv=4.668, sprd=0.028]
Ep 034/60 [S2:+mat]:  81%|██▍| 271/333 [05:40<01:26,  1.39s/it, loss=0.738, pair=0.004, adv=4.668, sprd=0.028]
Ep 034/60 [S2:+mat]:  81%|██▍| 271/333 [05:42<01:26,  1.39s/it, loss=0.722, pair=0.000, adv=4.596, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 272/333 [05:42<01:21,  1.34s/it, loss=0.722, pair=0.000, adv=4.596, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 272/333 [05:43<01:21,  1.34s/it, loss=0.715, pair=0.000, adv=4.053, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 273/333 [05:43<01:22,  1.37s/it, loss=0.715, pair=0.000, adv=4.053, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 273/333 [05:44<01:22,  1.37s/it, loss=0.714, pair=0.008, adv=4.274, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 274/333 [05:44<01:15,  1.28s/it, loss=0.714, pair=0.008, adv=4.274, sprd=0.022]
Ep 034/60 [S2:+mat]:  82%|██▍| 274/333 [05:46<01:15,  1.28s/it, loss=0.719, pair=0.007, adv=4.473, sprd=0.024]
Ep 034/60 [S2:+mat]:  83%|██▍| 275/333 [05:46<01:18,  1.34s/it, loss=0.719, pair=0.007, adv=4.473, sprd=0.024]
Ep 034/60 [S2:+mat]:  83%|██▍| 275/333 [05:47<01:18,  1.34s/it, loss=0.710, pair=0.001, adv=4.431, sprd=0.023]
Ep 034/60 [S2:+mat]:  83%|██▍| 276/333 [05:47<01:15,  1.32s/it, loss=0.710, pair=0.001, adv=4.431, sprd=0.023]
Ep 034/60 [S2:+mat]:  83%|██▍| 276/333 [05:48<01:15,  1.32s/it, loss=0.712, pair=0.003, adv=4.444, sprd=0.022]
Ep 034/60 [S2:+mat]:  83%|██▍| 277/333 [05:48<01:15,  1.35s/it, loss=0.712, pair=0.003, adv=4.444, sprd=0.022]
Ep 034/60 [S2:+mat]:  83%|██▍| 277/333 [05:50<01:15,  1.35s/it, loss=0.737, pair=0.000, adv=4.308, sprd=0.029]
Ep 034/60 [S2:+mat]:  83%|██▌| 278/333 [05:50<01:12,  1.33s/it, loss=0.737, pair=0.000, adv=4.308, sprd=0.029]
Ep 034/60 [S2:+mat]:  83%|██▌| 278/333 [05:51<01:12,  1.33s/it, loss=0.725, pair=0.000, adv=4.206, sprd=0.026]
Ep 034/60 [S2:+mat]:  84%|██▌| 279/333 [05:51<01:13,  1.37s/it, loss=0.725, pair=0.000, adv=4.206, sprd=0.026]
Ep 034/60 [S2:+mat]:  84%|██▌| 279/333 [05:52<01:13,  1.37s/it, loss=0.703, pair=0.000, adv=4.518, sprd=0.019]
Ep 034/60 [S2:+mat]:  84%|██▌| 280/333 [05:52<01:09,  1.32s/it, loss=0.703, pair=0.000, adv=4.518, sprd=0.019]
Ep 034/60 [S2:+mat]:  84%|██▌| 280/333 [05:54<01:09,  1.32s/it, loss=0.729, pair=0.000, adv=4.105, sprd=0.025]
Ep 034/60 [S2:+mat]:  84%|██▌| 281/333 [05:54<01:13,  1.41s/it, loss=0.729, pair=0.000, adv=4.105, sprd=0.025]
Ep 034/60 [S2:+mat]:  84%|██▌| 281/333 [05:55<01:13,  1.41s/it, loss=0.707, pair=0.003, adv=4.350, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 282/333 [05:55<01:09,  1.36s/it, loss=0.707, pair=0.003, adv=4.350, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 282/333 [05:57<01:09,  1.36s/it, loss=0.704, pair=0.003, adv=4.304, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 283/333 [05:57<01:10,  1.40s/it, loss=0.704, pair=0.003, adv=4.304, sprd=0.020]
Ep 034/60 [S2:+mat]:  85%|██▌| 283/333 [05:58<01:10,  1.40s/it, loss=0.719, pair=0.000, adv=4.535, sprd=0.022]
Ep 034/60 [S2:+mat]:  85%|██▌| 284/333 [05:58<01:04,  1.32s/it, loss=0.719, pair=0.000, adv=4.535, sprd=0.022]
Ep 034/60 [S2:+mat]:  85%|██▌| 284/333 [05:59<01:04,  1.32s/it, loss=0.722, pair=0.000, adv=4.518, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 285/333 [05:59<01:06,  1.38s/it, loss=0.722, pair=0.000, adv=4.518, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 285/333 [06:01<01:06,  1.38s/it, loss=0.716, pair=0.001, adv=4.688, sprd=0.023]
Ep 034/60 [S2:+mat]:  86%|██▌| 286/333 [06:01<01:03,  1.34s/it, loss=0.716, pair=0.001, adv=4.688, sprd=0.023]
Ep 034/60 [S2:+mat]:  86%|██▌| 286/333 [06:02<01:03,  1.34s/it, loss=0.796, pair=0.001, adv=4.240, sprd=0.022]
Ep 034/60 [S2:+mat]:  86%|██▌| 287/333 [06:02<01:03,  1.38s/it, loss=0.796, pair=0.001, adv=4.240, sprd=0.022]
Ep 034/60 [S2:+mat]:  86%|██▌| 287/333 [06:03<01:03,  1.38s/it, loss=0.721, pair=0.000, adv=4.156, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 288/333 [06:03<01:00,  1.34s/it, loss=0.721, pair=0.000, adv=4.156, sprd=0.024]
Ep 034/60 [S2:+mat]:  86%|██▌| 288/333 [06:05<01:00,  1.34s/it, loss=0.775, pair=0.000, adv=4.163, sprd=0.017]
Ep 034/60 [S2:+mat]:  87%|██▌| 289/333 [06:05<01:00,  1.38s/it, loss=0.775, pair=0.000, adv=4.163, sprd=0.017]
Ep 034/60 [S2:+mat]:  87%|██▌| 289/333 [06:06<01:00,  1.38s/it, loss=0.680, pair=0.002, adv=4.562, sprd=0.015]
Ep 034/60 [S2:+mat]:  87%|██▌| 290/333 [06:06<00:56,  1.32s/it, loss=0.680, pair=0.002, adv=4.562, sprd=0.015]
Ep 034/60 [S2:+mat]:  87%|██▌| 290/333 [06:07<00:56,  1.32s/it, loss=0.725, pair=0.000, adv=4.411, sprd=0.024]
Ep 034/60 [S2:+mat]:  87%|██▌| 291/333 [06:07<00:57,  1.37s/it, loss=0.725, pair=0.000, adv=4.411, sprd=0.024]
Ep 034/60 [S2:+mat]:  87%|██▌| 291/333 [06:09<00:57,  1.37s/it, loss=0.710, pair=0.000, adv=3.833, sprd=0.021]
Ep 034/60 [S2:+mat]:  88%|██▋| 292/333 [06:09<00:54,  1.32s/it, loss=0.710, pair=0.000, adv=3.833, sprd=0.021]
Ep 034/60 [S2:+mat]:  88%|██▋| 292/333 [06:10<00:54,  1.32s/it, loss=0.723, pair=0.000, adv=4.701, sprd=0.025]
Ep 034/60 [S2:+mat]:  88%|██▋| 293/333 [06:10<00:54,  1.36s/it, loss=0.723, pair=0.000, adv=4.701, sprd=0.025]
Ep 034/60 [S2:+mat]:  88%|██▋| 293/333 [06:11<00:54,  1.36s/it, loss=0.719, pair=0.002, adv=3.918, sprd=0.025]
Ep 034/60 [S2:+mat]:  88%|██▋| 294/333 [06:11<00:51,  1.33s/it, loss=0.719, pair=0.002, adv=3.918, sprd=0.025]
Ep 034/60 [S2:+mat]:  88%|██▋| 294/333 [06:13<00:51,  1.33s/it, loss=0.717, pair=0.000, adv=4.539, sprd=0.025]
Ep 034/60 [S2:+mat]:  89%|██▋| 295/333 [06:13<00:52,  1.39s/it, loss=0.717, pair=0.000, adv=4.539, sprd=0.025]
Ep 034/60 [S2:+mat]:  89%|██▋| 295/333 [06:14<00:52,  1.39s/it, loss=0.700, pair=0.000, adv=4.656, sprd=0.019]
Ep 034/60 [S2:+mat]:  89%|██▋| 296/333 [06:14<00:49,  1.34s/it, loss=0.700, pair=0.000, adv=4.656, sprd=0.019]
Ep 034/60 [S2:+mat]:  89%|██▋| 296/333 [06:16<00:49,  1.34s/it, loss=0.742, pair=0.006, adv=4.720, sprd=0.030]
Ep 034/60 [S2:+mat]:  89%|██▋| 297/333 [06:16<00:50,  1.40s/it, loss=0.742, pair=0.006, adv=4.720, sprd=0.030]
Ep 034/60 [S2:+mat]:  89%|██▋| 297/333 [06:17<00:50,  1.40s/it, loss=0.726, pair=0.001, adv=4.758, sprd=0.026]
Ep 034/60 [S2:+mat]:  89%|██▋| 298/333 [06:17<00:47,  1.35s/it, loss=0.726, pair=0.001, adv=4.758, sprd=0.026]
Ep 034/60 [S2:+mat]:  89%|██▋| 298/333 [06:18<00:47,  1.35s/it, loss=0.720, pair=0.000, adv=4.486, sprd=0.022]
Ep 034/60 [S2:+mat]:  90%|██▋| 299/333 [06:18<00:48,  1.42s/it, loss=0.720, pair=0.000, adv=4.486, sprd=0.022]
Ep 034/60 [S2:+mat]:  90%|██▋| 299/333 [06:20<00:48,  1.42s/it, loss=0.737, pair=0.000, adv=4.684, sprd=0.026]
Ep 034/60 [S2:+mat]:  90%|██▋| 300/333 [06:20<00:45,  1.37s/it, loss=0.737, pair=0.000, adv=4.684, sprd=0.026]
Ep 034/60 [S2:+mat]:  90%|██▋| 300/333 [06:21<00:45,  1.37s/it, loss=0.738, pair=0.000, adv=4.544, sprd=0.028]
Ep 034/60 [S2:+mat]:  90%|██▋| 301/333 [06:21<00:45,  1.43s/it, loss=0.738, pair=0.000, adv=4.544, sprd=0.028]
Ep 034/60 [S2:+mat]:  90%|██▋| 301/333 [06:22<00:45,  1.43s/it, loss=0.702, pair=0.002, adv=4.550, sprd=0.019]
Ep 034/60 [S2:+mat]:  91%|██▋| 302/333 [06:22<00:42,  1.37s/it, loss=0.702, pair=0.002, adv=4.550, sprd=0.019]
Ep 034/60 [S2:+mat]:  91%|██▋| 302/333 [06:24<00:42,  1.37s/it, loss=0.742, pair=0.004, adv=4.389, sprd=0.029]
Ep 034/60 [S2:+mat]:  91%|██▋| 303/333 [06:24<00:41,  1.38s/it, loss=0.742, pair=0.004, adv=4.389, sprd=0.029]
Ep 034/60 [S2:+mat]:  91%|██▋| 303/333 [06:25<00:41,  1.38s/it, loss=0.724, pair=0.001, adv=4.541, sprd=0.023]
Ep 034/60 [S2:+mat]:  91%|██▋| 304/333 [06:25<00:38,  1.34s/it, loss=0.724, pair=0.001, adv=4.541, sprd=0.023]
Ep 034/60 [S2:+mat]:  91%|██▋| 304/333 [06:27<00:38,  1.34s/it, loss=0.695, pair=0.011, adv=4.096, sprd=0.016]
Ep 034/60 [S2:+mat]:  92%|██▋| 305/333 [06:27<00:38,  1.36s/it, loss=0.695, pair=0.011, adv=4.096, sprd=0.016]
Ep 034/60 [S2:+mat]:  92%|██▋| 305/333 [06:28<00:38,  1.36s/it, loss=0.716, pair=0.001, adv=3.931, sprd=0.021]
Ep 034/60 [S2:+mat]:  92%|██▊| 306/333 [06:28<00:35,  1.33s/it, loss=0.716, pair=0.001, adv=3.931, sprd=0.021]
Ep 034/60 [S2:+mat]:  92%|██▊| 306/333 [06:29<00:35,  1.33s/it, loss=0.809, pair=0.284, adv=4.707, sprd=0.022]
Ep 034/60 [S2:+mat]:  92%|██▊| 307/333 [06:29<00:35,  1.38s/it, loss=0.809, pair=0.284, adv=4.707, sprd=0.022]
Ep 034/60 [S2:+mat]:  92%|██▊| 307/333 [06:31<00:35,  1.38s/it, loss=0.716, pair=0.003, adv=4.359, sprd=0.020]
Ep 034/60 [S2:+mat]:  92%|██▊| 308/333 [06:31<00:33,  1.35s/it, loss=0.716, pair=0.003, adv=4.359, sprd=0.020]
Ep 034/60 [S2:+mat]:  92%|██▊| 308/333 [06:32<00:33,  1.35s/it, loss=0.740, pair=0.000, adv=4.305, sprd=0.027]
Ep 034/60 [S2:+mat]:  93%|██▊| 309/333 [06:32<00:34,  1.42s/it, loss=0.740, pair=0.000, adv=4.305, sprd=0.027]
Ep 034/60 [S2:+mat]:  93%|██▊| 309/333 [06:33<00:34,  1.42s/it, loss=0.722, pair=0.005, adv=4.542, sprd=0.025]
Ep 034/60 [S2:+mat]:  93%|██▊| 310/333 [06:33<00:31,  1.38s/it, loss=0.722, pair=0.005, adv=4.542, sprd=0.025]
Ep 034/60 [S2:+mat]:  93%|██▊| 310/333 [06:35<00:31,  1.38s/it, loss=0.783, pair=0.001, adv=4.322, sprd=0.018]
Ep 034/60 [S2:+mat]:  93%|██▊| 311/333 [06:35<00:30,  1.38s/it, loss=0.783, pair=0.001, adv=4.322, sprd=0.018]
Ep 034/60 [S2:+mat]:  93%|██▊| 311/333 [06:36<00:30,  1.38s/it, loss=0.718, pair=0.004, adv=4.698, sprd=0.024]
Ep 034/60 [S2:+mat]:  94%|██▊| 312/333 [06:36<00:28,  1.34s/it, loss=0.718, pair=0.004, adv=4.698, sprd=0.024]
Ep 034/60 [S2:+mat]:  94%|██▊| 312/333 [06:38<00:28,  1.34s/it, loss=0.731, pair=0.005, adv=4.238, sprd=0.023]
Ep 034/60 [S2:+mat]:  94%|██▊| 313/333 [06:38<00:27,  1.38s/it, loss=0.731, pair=0.005, adv=4.238, sprd=0.023]
Ep 034/60 [S2:+mat]:  94%|██▊| 313/333 [06:39<00:27,  1.38s/it, loss=0.709, pair=0.001, adv=4.529, sprd=0.020]
Ep 034/60 [S2:+mat]:  94%|██▊| 314/333 [06:39<00:25,  1.33s/it, loss=0.709, pair=0.001, adv=4.529, sprd=0.020]
Ep 034/60 [S2:+mat]:  94%|██▊| 314/333 [06:40<00:25,  1.33s/it, loss=0.717, pair=0.004, adv=4.394, sprd=0.023]
Ep 034/60 [S2:+mat]:  95%|██▊| 315/333 [06:40<00:25,  1.39s/it, loss=0.717, pair=0.004, adv=4.394, sprd=0.023]
Ep 034/60 [S2:+mat]:  95%|██▊| 315/333 [06:42<00:25,  1.39s/it, loss=0.704, pair=0.004, adv=3.709, sprd=0.021]
Ep 034/60 [S2:+mat]:  95%|██▊| 316/333 [06:42<00:22,  1.35s/it, loss=0.704, pair=0.004, adv=3.709, sprd=0.021]
Ep 034/60 [S2:+mat]:  95%|██▊| 316/333 [06:43<00:22,  1.35s/it, loss=0.689, pair=0.003, adv=4.438, sprd=0.016]
Ep 034/60 [S2:+mat]:  95%|██▊| 317/333 [06:43<00:22,  1.41s/it, loss=0.689, pair=0.003, adv=4.438, sprd=0.016]
Ep 034/60 [S2:+mat]:  95%|██▊| 317/333 [06:44<00:22,  1.41s/it, loss=0.745, pair=0.000, adv=4.326, sprd=0.030]
Ep 034/60 [S2:+mat]:  95%|██▊| 318/333 [06:44<00:20,  1.38s/it, loss=0.745, pair=0.000, adv=4.326, sprd=0.030]
Ep 034/60 [S2:+mat]:  95%|██▊| 318/333 [06:46<00:20,  1.38s/it, loss=0.707, pair=0.001, adv=4.187, sprd=0.020]
Ep 034/60 [S2:+mat]:  96%|██▊| 319/333 [06:46<00:19,  1.41s/it, loss=0.707, pair=0.001, adv=4.187, sprd=0.020]
Ep 034/60 [S2:+mat]:  96%|██▊| 319/333 [06:47<00:19,  1.41s/it, loss=0.729, pair=0.005, adv=4.380, sprd=0.026]
Ep 034/60 [S2:+mat]:  96%|██▉| 320/333 [06:47<00:17,  1.35s/it, loss=0.729, pair=0.005, adv=4.380, sprd=0.026]
Ep 034/60 [S2:+mat]:  96%|██▉| 320/333 [06:49<00:17,  1.35s/it, loss=0.707, pair=0.013, adv=4.422, sprd=0.019]
Ep 034/60 [S2:+mat]:  96%|██▉| 321/333 [06:49<00:16,  1.39s/it, loss=0.707, pair=0.013, adv=4.422, sprd=0.019]
Ep 034/60 [S2:+mat]:  96%|██▉| 321/333 [06:50<00:16,  1.39s/it, loss=0.717, pair=0.008, adv=4.648, sprd=0.022]
Ep 034/60 [S2:+mat]:  97%|██▉| 322/333 [06:50<00:14,  1.30s/it, loss=0.717, pair=0.008, adv=4.648, sprd=0.022]
Ep 034/60 [S2:+mat]:  97%|██▉| 322/333 [06:51<00:14,  1.30s/it, loss=0.732, pair=0.006, adv=4.293, sprd=0.027]
Ep 034/60 [S2:+mat]:  97%|██▉| 323/333 [06:51<00:13,  1.39s/it, loss=0.732, pair=0.006, adv=4.293, sprd=0.027]
Ep 034/60 [S2:+mat]:  97%|██▉| 323/333 [06:53<00:13,  1.39s/it, loss=0.726, pair=0.003, adv=4.351, sprd=0.025]
Ep 034/60 [S2:+mat]:  97%|██▉| 324/333 [06:53<00:12,  1.35s/it, loss=0.726, pair=0.003, adv=4.351, sprd=0.025]
Ep 034/60 [S2:+mat]:  97%|██▉| 324/333 [06:54<00:12,  1.35s/it, loss=0.727, pair=0.004, adv=4.284, sprd=0.026]
Ep 034/60 [S2:+mat]:  98%|██▉| 325/333 [06:54<00:11,  1.41s/it, loss=0.727, pair=0.004, adv=4.284, sprd=0.026]
Ep 034/60 [S2:+mat]:  98%|██▉| 325/333 [06:55<00:11,  1.41s/it, loss=0.731, pair=0.003, adv=4.249, sprd=0.025]
Ep 034/60 [S2:+mat]:  98%|██▉| 326/333 [06:55<00:09,  1.36s/it, loss=0.731, pair=0.003, adv=4.249, sprd=0.025]
Ep 034/60 [S2:+mat]:  98%|██▉| 326/333 [06:57<00:09,  1.36s/it, loss=0.702, pair=0.001, adv=3.765, sprd=0.021]
Ep 034/60 [S2:+mat]:  98%|██▉| 327/333 [06:57<00:08,  1.40s/it, loss=0.702, pair=0.001, adv=3.765, sprd=0.021]
Ep 034/60 [S2:+mat]:  98%|██▉| 327/333 [06:58<00:08,  1.40s/it, loss=0.734, pair=0.003, adv=4.345, sprd=0.027]
Ep 034/60 [S2:+mat]:  98%|██▉| 328/333 [06:58<00:06,  1.36s/it, loss=0.734, pair=0.003, adv=4.345, sprd=0.027]
Ep 034/60 [S2:+mat]:  98%|██▉| 328/333 [07:00<00:06,  1.36s/it, loss=0.790, pair=0.006, adv=3.949, sprd=0.020]
Ep 034/60 [S2:+mat]:  99%|██▉| 329/333 [07:00<00:05,  1.40s/it, loss=0.790, pair=0.006, adv=3.949, sprd=0.020]
Ep 034/60 [S2:+mat]:  99%|██▉| 329/333 [07:01<00:05,  1.40s/it, loss=0.730, pair=0.009, adv=4.382, sprd=0.026]
Ep 034/60 [S2:+mat]:  99%|██▉| 330/333 [07:01<00:04,  1.36s/it, loss=0.730, pair=0.009, adv=4.382, sprd=0.026]
Ep 034/60 [S2:+mat]:  99%|██▉| 330/333 [07:02<00:04,  1.36s/it, loss=0.720, pair=0.008, adv=3.979, sprd=0.021]
Ep 034/60 [S2:+mat]:  99%|██▉| 331/333 [07:02<00:02,  1.41s/it, loss=0.720, pair=0.008, adv=3.979, sprd=0.021]
Ep 034/60 [S2:+mat]:  99%|██▉| 331/333 [07:03<00:02,  1.41s/it, loss=0.717, pair=0.008, adv=3.896, sprd=0.023]
Ep 034/60 [S2:+mat]: 100%|██▉| 332/333 [07:03<00:01,  1.30s/it, loss=0.717, pair=0.008, adv=3.896, sprd=0.023]
Ep 034/60 [S2:+mat]: 100%|██▉| 332/333 [07:05<00:01,  1.30s/it, loss=0.737, pair=0.003, adv=3.932, sprd=0.027]
Ep 034/60 [S2:+mat]: 100%|███| 333/333 [07:05<00:00,  1.38s/it, loss=0.737, pair=0.003, adv=3.932, sprd=0.027]
                                                                                                              
Epoch 034/60 [S2:+mat]  loss=0.7318  mat=0.3302  sens=1.0390  pair=0.0292  adv=4.2061(rand=3.37)  deg=0.0090  orth=0.0020  spread=0.0232  q_mean=51.1  q_std=16.1  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.51e-05  425s

Ep 035/60 [S2:+mat]:   0%|                                                            | 0/333 [00:00<?, ?it/s]
Ep 035/60 [S2:+mat]:   0%|             | 0/333 [00:01<?, ?it/s, loss=0.718, pair=0.005, adv=3.969, sprd=0.025]
Ep 035/60 [S2:+mat]:   0%|     | 1/333 [00:01<10:45,  1.94s/it, loss=0.718, pair=0.005, adv=3.969, sprd=0.025]
Ep 035/60 [S2:+mat]:   0%|     | 1/333 [00:03<10:45,  1.94s/it, loss=0.718, pair=0.000, adv=4.103, sprd=0.022]
Ep 035/60 [S2:+mat]:   1%|     | 2/333 [00:03<08:23,  1.52s/it, loss=0.718, pair=0.000, adv=4.103, sprd=0.022]
Ep 035/60 [S2:+mat]:   1%|     | 2/333 [00:04<08:23,  1.52s/it, loss=0.693, pair=0.000, adv=4.383, sprd=0.019]
Ep 035/60 [S2:+mat]:   1%|     | 3/333 [00:04<08:11,  1.49s/it, loss=0.693, pair=0.000, adv=4.383, sprd=0.019]
Ep 035/60 [S2:+mat]:   1%|     | 3/333 [00:05<08:11,  1.49s/it, loss=0.726, pair=0.003, adv=4.237, sprd=0.025]
Ep 035/60 [S2:+mat]:   1%|     | 4/333 [00:05<07:38,  1.39s/it, loss=0.726, pair=0.003, adv=4.237, sprd=0.025]
Ep 035/60 [S2:+mat]:   1%|     | 4/333 [00:07<07:38,  1.39s/it, loss=0.699, pair=0.004, adv=4.375, sprd=0.019]
Ep 035/60 [S2:+mat]:   2%|     | 5/333 [00:07<07:56,  1.45s/it, loss=0.699, pair=0.004, adv=4.375, sprd=0.019]
Ep 035/60 [S2:+mat]:   2%|     | 5/333 [00:08<07:56,  1.45s/it, loss=0.737, pair=0.013, adv=4.322, sprd=0.026]
Ep 035/60 [S2:+mat]:   2%|     | 6/333 [00:08<07:35,  1.39s/it, loss=0.737, pair=0.013, adv=4.322, sprd=0.026]
Ep 035/60 [S2:+mat]:   2%|     | 6/333 [00:10<07:35,  1.39s/it, loss=0.739, pair=0.004, adv=4.542, sprd=0.029]
Ep 035/60 [S2:+mat]:   2%|     | 7/333 [00:10<07:46,  1.43s/it, loss=0.739, pair=0.004, adv=4.542, sprd=0.029]
Ep 035/60 [S2:+mat]:   2%|     | 7/333 [00:11<07:46,  1.43s/it, loss=0.733, pair=0.001, adv=4.347, sprd=0.028]
Ep 035/60 [S2:+mat]:   2%|     | 8/333 [00:11<07:12,  1.33s/it, loss=0.733, pair=0.001, adv=4.347, sprd=0.028]
Ep 035/60 [S2:+mat]:   2%|     | 8/333 [00:12<07:12,  1.33s/it, loss=0.755, pair=0.001, adv=4.325, sprd=0.033]
Ep 035/60 [S2:+mat]:   3%|▏    | 9/333 [00:12<07:31,  1.39s/it, loss=0.755, pair=0.001, adv=4.325, sprd=0.033]
Ep 035/60 [S2:+mat]:   3%|▏    | 9/333 [00:14<07:31,  1.39s/it, loss=0.715, pair=0.000, adv=4.173, sprd=0.022]
Ep 035/60 [S2:+mat]:   3%|    | 10/333 [00:14<07:13,  1.34s/it, loss=0.715, pair=0.000, adv=4.173, sprd=0.022]
Ep 035/60 [S2:+mat]:   3%|    | 10/333 [00:15<07:13,  1.34s/it, loss=0.718, pair=0.001, adv=4.034, sprd=0.022]
Ep 035/60 [S2:+mat]:   3%|▏   | 11/333 [00:15<07:28,  1.39s/it, loss=0.718, pair=0.001, adv=4.034, sprd=0.022]
Ep 035/60 [S2:+mat]:   3%|▏   | 11/333 [00:16<07:28,  1.39s/it, loss=0.718, pair=0.002, adv=4.280, sprd=0.024]
Ep 035/60 [S2:+mat]:   4%|▏   | 12/333 [00:16<07:15,  1.36s/it, loss=0.718, pair=0.002, adv=4.280, sprd=0.024]
Ep 035/60 [S2:+mat]:   4%|▏   | 12/333 [00:18<07:15,  1.36s/it, loss=0.700, pair=0.002, adv=3.813, sprd=0.018]
Ep 035/60 [S2:+mat]:   4%|▏   | 13/333 [00:18<07:29,  1.40s/it, loss=0.700, pair=0.002, adv=3.813, sprd=0.018]
Ep 035/60 [S2:+mat]:   4%|▏   | 13/333 [00:19<07:29,  1.40s/it, loss=0.740, pair=0.001, adv=4.491, sprd=0.029]
Ep 035/60 [S2:+mat]:   4%|▏   | 14/333 [00:19<07:16,  1.37s/it, loss=0.740, pair=0.001, adv=4.491, sprd=0.029]
Ep 035/60 [S2:+mat]:   4%|▏   | 14/333 [00:21<07:16,  1.37s/it, loss=0.795, pair=0.004, adv=4.077, sprd=0.021]
Ep 035/60 [S2:+mat]:   5%|▏   | 15/333 [00:21<07:27,  1.41s/it, loss=0.795, pair=0.004, adv=4.077, sprd=0.021]
Ep 035/60 [S2:+mat]:   5%|▏   | 15/333 [00:22<07:27,  1.41s/it, loss=0.754, pair=0.007, adv=4.227, sprd=0.032]
Ep 035/60 [S2:+mat]:   5%|▏   | 16/333 [00:22<07:15,  1.37s/it, loss=0.754, pair=0.007, adv=4.227, sprd=0.032]
Ep 035/60 [S2:+mat]:   5%|▏   | 16/333 [00:23<07:15,  1.37s/it, loss=0.715, pair=0.000, adv=4.300, sprd=0.023]
Ep 035/60 [S2:+mat]:   5%|▏   | 17/333 [00:23<07:29,  1.42s/it, loss=0.715, pair=0.000, adv=4.300, sprd=0.023]
Ep 035/60 [S2:+mat]:   5%|▏   | 17/333 [00:25<07:29,  1.42s/it, loss=0.699, pair=0.002, adv=4.505, sprd=0.019]
Ep 035/60 [S2:+mat]:   5%|▏   | 18/333 [00:25<06:54,  1.32s/it, loss=0.699, pair=0.002, adv=4.505, sprd=0.019]
Ep 035/60 [S2:+mat]:   5%|▏   | 18/333 [00:26<06:54,  1.32s/it, loss=0.702, pair=0.001, adv=4.242, sprd=0.020]
Ep 035/60 [S2:+mat]:   6%|▏   | 19/333 [00:26<07:11,  1.38s/it, loss=0.702, pair=0.001, adv=4.242, sprd=0.020]
Ep 035/60 [S2:+mat]:   6%|▏   | 19/333 [00:27<07:11,  1.38s/it, loss=0.730, pair=0.001, adv=4.377, sprd=0.024]
Ep 035/60 [S2:+mat]:   6%|▏   | 20/333 [00:27<06:59,  1.34s/it, loss=0.730, pair=0.001, adv=4.377, sprd=0.024]
Ep 035/60 [S2:+mat]:   6%|▏   | 20/333 [00:29<06:59,  1.34s/it, loss=0.709, pair=0.000, adv=3.689, sprd=0.020]
Ep 035/60 [S2:+mat]:   6%|▎   | 21/333 [00:29<07:07,  1.37s/it, loss=0.709, pair=0.000, adv=3.689, sprd=0.020]
Ep 035/60 [S2:+mat]:   6%|▎   | 21/333 [00:30<07:07,  1.37s/it, loss=0.715, pair=0.000, adv=4.356, sprd=0.025]
Ep 035/60 [S2:+mat]:   7%|▎   | 22/333 [00:30<06:56,  1.34s/it, loss=0.715, pair=0.000, adv=4.356, sprd=0.025]
Ep 035/60 [S2:+mat]:   7%|▎   | 22/333 [00:32<06:56,  1.34s/it, loss=0.708, pair=0.000, adv=3.943, sprd=0.021]
Ep 035/60 [S2:+mat]:   7%|▎   | 23/333 [00:32<07:12,  1.39s/it, loss=0.708, pair=0.000, adv=3.943, sprd=0.021]
Ep 035/60 [S2:+mat]:   7%|▎   | 23/333 [00:33<07:12,  1.39s/it, loss=0.708, pair=0.000, adv=4.272, sprd=0.023]
Ep 035/60 [S2:+mat]:   7%|▎   | 24/333 [00:33<06:54,  1.34s/it, loss=0.708, pair=0.000, adv=4.272, sprd=0.023]
Ep 035/60 [S2:+mat]:   7%|▎   | 24/333 [00:34<06:54,  1.34s/it, loss=0.715, pair=0.005, adv=4.548, sprd=0.023]
Ep 035/60 [S2:+mat]:   8%|▎   | 25/333 [00:34<07:06,  1.38s/it, loss=0.715, pair=0.005, adv=4.548, sprd=0.023]
Ep 035/60 [S2:+mat]:   8%|▎   | 25/333 [00:35<07:06,  1.38s/it, loss=0.704, pair=0.005, adv=4.111, sprd=0.018]
Ep 035/60 [S2:+mat]:   8%|▎   | 26/333 [00:35<06:47,  1.33s/it, loss=0.704, pair=0.005, adv=4.111, sprd=0.018]
Ep 035/60 [S2:+mat]:   8%|▎   | 26/333 [00:37<06:47,  1.33s/it, loss=0.706, pair=0.003, adv=4.424, sprd=0.021]
Ep 035/60 [S2:+mat]:   8%|▎   | 27/333 [00:37<07:04,  1.39s/it, loss=0.706, pair=0.003, adv=4.424, sprd=0.021]
Ep 035/60 [S2:+mat]:   8%|▎   | 27/333 [00:38<07:04,  1.39s/it, loss=0.712, pair=0.000, adv=4.363, sprd=0.023]
Ep 035/60 [S2:+mat]:   8%|▎   | 28/333 [00:38<06:37,  1.30s/it, loss=0.712, pair=0.000, adv=4.363, sprd=0.023]
Ep 035/60 [S2:+mat]:   8%|▎   | 28/333 [00:40<06:37,  1.30s/it, loss=0.701, pair=0.000, adv=4.196, sprd=0.019]
Ep 035/60 [S2:+mat]:   9%|▎   | 29/333 [00:40<07:01,  1.39s/it, loss=0.701, pair=0.000, adv=4.196, sprd=0.019]
Ep 035/60 [S2:+mat]:   9%|▎   | 29/333 [00:41<07:01,  1.39s/it, loss=0.716, pair=0.000, adv=4.434, sprd=0.023]
Ep 035/60 [S2:+mat]:   9%|▎   | 30/333 [00:41<06:49,  1.35s/it, loss=0.716, pair=0.000, adv=4.434, sprd=0.023]
Ep 035/60 [S2:+mat]:   9%|▎   | 30/333 [00:42<06:49,  1.35s/it, loss=0.728, pair=0.002, adv=4.444, sprd=0.025]
Ep 035/60 [S2:+mat]:   9%|▎   | 31/333 [00:42<07:04,  1.41s/it, loss=0.728, pair=0.002, adv=4.444, sprd=0.025]
Ep 035/60 [S2:+mat]:   9%|▎   | 31/333 [00:44<07:04,  1.41s/it, loss=0.716, pair=0.000, adv=4.130, sprd=0.022]
Ep 035/60 [S2:+mat]:  10%|▍   | 32/333 [00:44<06:48,  1.36s/it, loss=0.716, pair=0.000, adv=4.130, sprd=0.022]
Ep 035/60 [S2:+mat]:  10%|▍   | 32/333 [00:45<06:48,  1.36s/it, loss=0.736, pair=0.001, adv=4.225, sprd=0.027]
Ep 035/60 [S2:+mat]:  10%|▍   | 33/333 [00:45<07:12,  1.44s/it, loss=0.736, pair=0.001, adv=4.225, sprd=0.027]
Ep 035/60 [S2:+mat]:  10%|▍   | 33/333 [00:47<07:12,  1.44s/it, loss=0.718, pair=0.002, adv=3.944, sprd=0.023]
Ep 035/60 [S2:+mat]:  10%|▍   | 34/333 [00:47<06:53,  1.38s/it, loss=0.718, pair=0.002, adv=3.944, sprd=0.023]
Ep 035/60 [S2:+mat]:  10%|▍   | 34/333 [00:48<06:53,  1.38s/it, loss=0.776, pair=0.010, adv=4.296, sprd=0.018]
Ep 035/60 [S2:+mat]:  11%|▍   | 35/333 [00:48<07:00,  1.41s/it, loss=0.776, pair=0.010, adv=4.296, sprd=0.018]
Ep 035/60 [S2:+mat]:  11%|▍   | 35/333 [00:49<07:00,  1.41s/it, loss=0.733, pair=0.011, adv=4.152, sprd=0.027]
Ep 035/60 [S2:+mat]:  11%|▍   | 36/333 [00:49<06:48,  1.38s/it, loss=0.733, pair=0.011, adv=4.152, sprd=0.027]
Ep 035/60 [S2:+mat]:  11%|▍   | 36/333 [00:51<06:48,  1.38s/it, loss=0.713, pair=0.016, adv=4.274, sprd=0.022]
Ep 035/60 [S2:+mat]:  11%|▍   | 37/333 [00:51<06:59,  1.42s/it, loss=0.713, pair=0.016, adv=4.274, sprd=0.022]
Ep 035/60 [S2:+mat]:  11%|▍   | 37/333 [00:52<06:59,  1.42s/it, loss=0.747, pair=0.005, adv=4.172, sprd=0.029]
Ep 035/60 [S2:+mat]:  11%|▍   | 38/333 [00:52<06:28,  1.32s/it, loss=0.747, pair=0.005, adv=4.172, sprd=0.029]
Ep 035/60 [S2:+mat]:  11%|▍   | 38/333 [00:53<06:28,  1.32s/it, loss=0.721, pair=0.002, adv=4.323, sprd=0.023]
Ep 035/60 [S2:+mat]:  12%|▍   | 39/333 [00:53<06:43,  1.37s/it, loss=0.721, pair=0.002, adv=4.323, sprd=0.023]
Ep 035/60 [S2:+mat]:  12%|▍   | 39/333 [00:55<06:43,  1.37s/it, loss=0.720, pair=0.007, adv=4.592, sprd=0.025]
Ep 035/60 [S2:+mat]:  12%|▍   | 40/333 [00:55<06:29,  1.33s/it, loss=0.720, pair=0.007, adv=4.592, sprd=0.025]
Ep 035/60 [S2:+mat]:  12%|▍   | 40/333 [00:56<06:29,  1.33s/it, loss=0.707, pair=0.008, adv=4.010, sprd=0.020]
Ep 035/60 [S2:+mat]:  12%|▍   | 41/333 [00:56<06:40,  1.37s/it, loss=0.707, pair=0.008, adv=4.010, sprd=0.020]
Ep 035/60 [S2:+mat]:  12%|▍   | 41/333 [00:57<06:40,  1.37s/it, loss=0.736, pair=0.014, adv=4.330, sprd=0.028]
Ep 035/60 [S2:+mat]:  13%|▌   | 42/333 [00:57<06:31,  1.35s/it, loss=0.736, pair=0.014, adv=4.330, sprd=0.028]
Ep 035/60 [S2:+mat]:  13%|▌   | 42/333 [00:59<06:31,  1.35s/it, loss=0.733, pair=0.007, adv=4.648, sprd=0.027]
Ep 035/60 [S2:+mat]:  13%|▌   | 43/333 [00:59<06:52,  1.42s/it, loss=0.733, pair=0.007, adv=4.648, sprd=0.027]
Ep 035/60 [S2:+mat]:  13%|▌   | 43/333 [01:00<06:52,  1.42s/it, loss=0.716, pair=0.004, adv=3.951, sprd=0.023]
Ep 035/60 [S2:+mat]:  13%|▌   | 44/333 [01:00<06:35,  1.37s/it, loss=0.716, pair=0.004, adv=3.951, sprd=0.023]
Ep 035/60 [S2:+mat]:  13%|▌   | 44/333 [01:02<06:35,  1.37s/it, loss=0.737, pair=0.008, adv=4.053, sprd=0.027]
Ep 035/60 [S2:+mat]:  14%|▌   | 45/333 [01:02<06:53,  1.44s/it, loss=0.737, pair=0.008, adv=4.053, sprd=0.027]
Ep 035/60 [S2:+mat]:  14%|▌   | 45/333 [01:03<06:53,  1.44s/it, loss=0.725, pair=0.010, adv=4.020, sprd=0.025]
Ep 035/60 [S2:+mat]:  14%|▌   | 46/333 [01:03<06:38,  1.39s/it, loss=0.725, pair=0.010, adv=4.020, sprd=0.025]
Ep 035/60 [S2:+mat]:  14%|▌   | 46/333 [01:05<06:38,  1.39s/it, loss=0.731, pair=0.002, adv=3.876, sprd=0.026]
Ep 035/60 [S2:+mat]:  14%|▌   | 47/333 [01:05<06:55,  1.45s/it, loss=0.731, pair=0.002, adv=3.876, sprd=0.026]
Ep 035/60 [S2:+mat]:  14%|▌   | 47/333 [01:06<06:55,  1.45s/it, loss=0.746, pair=0.001, adv=4.141, sprd=0.031]
Ep 035/60 [S2:+mat]:  14%|▌   | 48/333 [01:06<06:31,  1.37s/it, loss=0.746, pair=0.001, adv=4.141, sprd=0.031]
Ep 035/60 [S2:+mat]:  14%|▌   | 48/333 [01:08<06:31,  1.37s/it, loss=0.791, pair=0.008, adv=4.165, sprd=0.021]
Ep 035/60 [S2:+mat]:  15%|▌   | 49/333 [01:08<06:43,  1.42s/it, loss=0.791, pair=0.008, adv=4.165, sprd=0.021]
Ep 035/60 [S2:+mat]:  15%|▌   | 49/333 [01:09<06:43,  1.42s/it, loss=0.709, pair=0.001, adv=3.772, sprd=0.019]
Ep 035/60 [S2:+mat]:  15%|▌   | 50/333 [01:09<06:23,  1.36s/it, loss=0.709, pair=0.001, adv=3.772, sprd=0.019]
Ep 035/60 [S2:+mat]:  15%|▌   | 50/333 [01:10<06:23,  1.36s/it, loss=0.702, pair=0.004, adv=4.037, sprd=0.018]
Ep 035/60 [S2:+mat]:  15%|▌   | 51/333 [01:10<06:33,  1.39s/it, loss=0.702, pair=0.004, adv=4.037, sprd=0.018]
Ep 035/60 [S2:+mat]:  15%|▌   | 51/333 [01:11<06:33,  1.39s/it, loss=0.728, pair=0.001, adv=4.140, sprd=0.025]
Ep 035/60 [S2:+mat]:  16%|▌   | 52/333 [01:11<06:21,  1.36s/it, loss=0.728, pair=0.001, adv=4.140, sprd=0.025]
Ep 035/60 [S2:+mat]:  16%|▌   | 52/333 [01:13<06:21,  1.36s/it, loss=0.741, pair=0.008, adv=3.714, sprd=0.028]
Ep 035/60 [S2:+mat]:  16%|▋   | 53/333 [01:13<06:40,  1.43s/it, loss=0.741, pair=0.008, adv=3.714, sprd=0.028]
Ep 035/60 [S2:+mat]:  16%|▋   | 53/333 [01:14<06:40,  1.43s/it, loss=0.732, pair=0.002, adv=3.770, sprd=0.024]
Ep 035/60 [S2:+mat]:  16%|▋   | 54/333 [01:14<06:22,  1.37s/it, loss=0.732, pair=0.002, adv=3.770, sprd=0.024]
Ep 035/60 [S2:+mat]:  16%|▋   | 54/333 [01:16<06:22,  1.37s/it, loss=0.719, pair=0.003, adv=4.111, sprd=0.025]
Ep 035/60 [S2:+mat]:  17%|▋   | 55/333 [01:16<06:30,  1.40s/it, loss=0.719, pair=0.003, adv=4.111, sprd=0.025]
Ep 035/60 [S2:+mat]:  17%|▋   | 55/333 [01:17<06:30,  1.40s/it, loss=1.049, pair=1.082, adv=3.901, sprd=0.026]
Ep 035/60 [S2:+mat]:  17%|▋   | 56/333 [01:17<06:17,  1.36s/it, loss=1.049, pair=1.082, adv=3.901, sprd=0.026]
Ep 035/60 [S2:+mat]:  17%|▋   | 56/333 [01:19<06:17,  1.36s/it, loss=0.708, pair=0.008, adv=3.964, sprd=0.022]
Ep 035/60 [S2:+mat]:  17%|▋   | 57/333 [01:19<06:26,  1.40s/it, loss=0.708, pair=0.008, adv=3.964, sprd=0.022]
Ep 035/60 [S2:+mat]:  17%|▋   | 57/333 [01:20<06:26,  1.40s/it, loss=0.700, pair=0.004, adv=3.663, sprd=0.018]
Ep 035/60 [S2:+mat]:  17%|▋   | 58/333 [01:20<05:53,  1.29s/it, loss=0.700, pair=0.004, adv=3.663, sprd=0.018]
Ep 035/60 [S2:+mat]:  17%|▋   | 58/333 [01:21<05:53,  1.29s/it, loss=0.704, pair=0.010, adv=4.028, sprd=0.019]
Ep 035/60 [S2:+mat]:  18%|▋   | 59/333 [01:21<06:08,  1.34s/it, loss=0.704, pair=0.010, adv=4.028, sprd=0.019]
Ep 035/60 [S2:+mat]:  18%|▋   | 59/333 [01:22<06:08,  1.34s/it, loss=0.711, pair=0.007, adv=3.960, sprd=0.022]
Ep 035/60 [S2:+mat]:  18%|▋   | 60/333 [01:22<06:00,  1.32s/it, loss=0.711, pair=0.007, adv=3.960, sprd=0.022]
Ep 035/60 [S2:+mat]:  18%|▋   | 60/333 [01:24<06:00,  1.32s/it, loss=0.736, pair=0.010, adv=3.899, sprd=0.025]
Ep 035/60 [S2:+mat]:  18%|▋   | 61/333 [01:24<06:23,  1.41s/it, loss=0.736, pair=0.010, adv=3.899, sprd=0.025]
Ep 035/60 [S2:+mat]:  18%|▋   | 61/333 [01:25<06:23,  1.41s/it, loss=0.730, pair=0.002, adv=3.793, sprd=0.025]
Ep 035/60 [S2:+mat]:  19%|▋   | 62/333 [01:25<06:12,  1.37s/it, loss=0.730, pair=0.002, adv=3.793, sprd=0.025]
Ep 035/60 [S2:+mat]:  19%|▋   | 62/333 [01:27<06:12,  1.37s/it, loss=0.724, pair=0.006, adv=3.759, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 63/333 [01:27<06:23,  1.42s/it, loss=0.724, pair=0.006, adv=3.759, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 63/333 [01:28<06:23,  1.42s/it, loss=0.716, pair=0.001, adv=4.075, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 64/333 [01:28<06:08,  1.37s/it, loss=0.716, pair=0.001, adv=4.075, sprd=0.023]
Ep 035/60 [S2:+mat]:  19%|▊   | 64/333 [01:30<06:08,  1.37s/it, loss=0.792, pair=0.013, adv=3.727, sprd=0.022]
Ep 035/60 [S2:+mat]:  20%|▊   | 65/333 [01:30<06:18,  1.41s/it, loss=0.792, pair=0.013, adv=3.727, sprd=0.022]
Ep 035/60 [S2:+mat]:  20%|▊   | 65/333 [01:31<06:18,  1.41s/it, loss=0.731, pair=0.036, adv=3.843, sprd=0.024]
Ep 035/60 [S2:+mat]:  20%|▊   | 66/333 [01:31<06:03,  1.36s/it, loss=0.731, pair=0.036, adv=3.843, sprd=0.024]
Ep 035/60 [S2:+mat]:  20%|▊   | 66/333 [01:32<06:03,  1.36s/it, loss=0.723, pair=0.016, adv=3.856, sprd=0.024]
Ep 035/60 [S2:+mat]:  20%|▊   | 67/333 [01:32<06:15,  1.41s/it, loss=0.723, pair=0.016, adv=3.856, sprd=0.024]
Ep 035/60 [S2:+mat]:  20%|▊   | 67/333 [01:33<06:15,  1.41s/it, loss=0.718, pair=0.021, adv=4.048, sprd=0.021]
Ep 035/60 [S2:+mat]:  20%|▊   | 68/333 [01:33<05:47,  1.31s/it, loss=0.718, pair=0.021, adv=4.048, sprd=0.021]
Ep 035/60 [S2:+mat]:  20%|▊   | 68/333 [01:35<05:47,  1.31s/it, loss=0.806, pair=0.014, adv=4.062, sprd=0.025]
Ep 035/60 [S2:+mat]:  21%|▊   | 69/333 [01:35<06:03,  1.38s/it, loss=0.806, pair=0.014, adv=4.062, sprd=0.025]
Ep 035/60 [S2:+mat]:  21%|▊   | 69/333 [01:36<06:03,  1.38s/it, loss=0.722, pair=0.009, adv=3.520, sprd=0.026]
Ep 035/60 [S2:+mat]:  21%|▊   | 70/333 [01:36<05:55,  1.35s/it, loss=0.722, pair=0.009, adv=3.520, sprd=0.026]
Ep 035/60 [S2:+mat]:  21%|▊   | 70/333 [01:38<05:55,  1.35s/it, loss=0.717, pair=0.006, adv=4.120, sprd=0.024]
Ep 035/60 [S2:+mat]:  21%|▊   | 71/333 [01:38<06:09,  1.41s/it, loss=0.717, pair=0.006, adv=4.120, sprd=0.024]
Ep 035/60 [S2:+mat]:  21%|▊   | 71/333 [01:39<06:09,  1.41s/it, loss=0.701, pair=0.005, adv=3.967, sprd=0.020]
Ep 035/60 [S2:+mat]:  22%|▊   | 72/333 [01:39<05:54,  1.36s/it, loss=0.701, pair=0.005, adv=3.967, sprd=0.020]
Ep 035/60 [S2:+mat]:  22%|▊   | 72/333 [01:40<05:54,  1.36s/it, loss=0.720, pair=0.007, adv=3.702, sprd=0.025]
Ep 035/60 [S2:+mat]:  22%|▉   | 73/333 [01:40<06:05,  1.41s/it, loss=0.720, pair=0.007, adv=3.702, sprd=0.025]
Ep 035/60 [S2:+mat]:  22%|▉   | 73/333 [01:42<06:05,  1.41s/it, loss=0.743, pair=0.012, adv=3.735, sprd=0.027]
Ep 035/60 [S2:+mat]:  22%|▉   | 74/333 [01:42<05:55,  1.37s/it, loss=0.743, pair=0.012, adv=3.735, sprd=0.027]
Ep 035/60 [S2:+mat]:  22%|▉   | 74/333 [01:43<05:55,  1.37s/it, loss=0.748, pair=0.005, adv=3.544, sprd=0.030]
Ep 035/60 [S2:+mat]:  23%|▉   | 75/333 [01:43<06:16,  1.46s/it, loss=0.748, pair=0.005, adv=3.544, sprd=0.030]
Ep 035/60 [S2:+mat]:  23%|▉   | 75/333 [01:45<06:16,  1.46s/it, loss=0.738, pair=0.013, adv=3.891, sprd=0.026]
Ep 035/60 [S2:+mat]:  23%|▉   | 76/333 [01:45<05:59,  1.40s/it, loss=0.738, pair=0.013, adv=3.891, sprd=0.026]
Ep 035/60 [S2:+mat]:  23%|▉   | 76/333 [01:46<05:59,  1.40s/it, loss=0.729, pair=0.010, adv=3.909, sprd=0.026]
Ep 035/60 [S2:+mat]:  23%|▉   | 77/333 [01:46<06:04,  1.42s/it, loss=0.729, pair=0.010, adv=3.909, sprd=0.026]
Ep 035/60 [S2:+mat]:  23%|▉   | 77/333 [01:47<06:04,  1.42s/it, loss=0.723, pair=0.008, adv=3.983, sprd=0.023]
Ep 035/60 [S2:+mat]:  23%|▉   | 78/333 [01:47<05:40,  1.33s/it, loss=0.723, pair=0.008, adv=3.983, sprd=0.023]
Ep 035/60 [S2:+mat]:  23%|▉   | 78/333 [01:49<05:40,  1.33s/it, loss=0.738, pair=0.012, adv=3.912, sprd=0.025]
Ep 035/60 [S2:+mat]:  24%|▉   | 79/333 [01:49<06:02,  1.43s/it, loss=0.738, pair=0.012, adv=3.912, sprd=0.025]
Ep 035/60 [S2:+mat]:  24%|▉   | 79/333 [01:50<06:02,  1.43s/it, loss=0.741, pair=0.006, adv=3.985, sprd=0.029]
Ep 035/60 [S2:+mat]:  24%|▉   | 80/333 [01:50<05:51,  1.39s/it, loss=0.741, pair=0.006, adv=3.985, sprd=0.029]
Ep 035/60 [S2:+mat]:  24%|▉   | 80/333 [01:52<05:51,  1.39s/it, loss=0.714, pair=0.005, adv=3.985, sprd=0.021]
Ep 035/60 [S2:+mat]:  24%|▉   | 81/333 [01:52<06:03,  1.44s/it, loss=0.714, pair=0.005, adv=3.985, sprd=0.021]
Ep 035/60 [S2:+mat]:  24%|▉   | 81/333 [01:53<06:03,  1.44s/it, loss=0.712, pair=0.005, adv=3.768, sprd=0.021]
Ep 035/60 [S2:+mat]:  25%|▉   | 82/333 [01:53<05:45,  1.38s/it, loss=0.712, pair=0.005, adv=3.768, sprd=0.021]
Ep 035/60 [S2:+mat]:  25%|▉   | 82/333 [01:55<05:45,  1.38s/it, loss=0.743, pair=0.002, adv=3.663, sprd=0.029]
Ep 035/60 [S2:+mat]:  25%|▉   | 83/333 [01:55<06:00,  1.44s/it, loss=0.743, pair=0.002, adv=3.663, sprd=0.029]
Ep 035/60 [S2:+mat]:  25%|▉   | 83/333 [01:56<06:00,  1.44s/it, loss=0.729, pair=0.004, adv=3.887, sprd=0.028]
Ep 035/60 [S2:+mat]:  25%|█   | 84/333 [01:56<05:48,  1.40s/it, loss=0.729, pair=0.004, adv=3.887, sprd=0.028]
Ep 035/60 [S2:+mat]:  25%|█   | 84/333 [01:57<05:48,  1.40s/it, loss=0.703, pair=0.003, adv=3.588, sprd=0.016]
Ep 035/60 [S2:+mat]:  26%|█   | 85/333 [01:57<05:49,  1.41s/it, loss=0.703, pair=0.003, adv=3.588, sprd=0.016]
Ep 035/60 [S2:+mat]:  26%|█   | 85/333 [01:59<05:49,  1.41s/it, loss=0.718, pair=0.010, adv=3.644, sprd=0.024]
Ep 035/60 [S2:+mat]:  26%|█   | 86/333 [01:59<05:37,  1.37s/it, loss=0.718, pair=0.010, adv=3.644, sprd=0.024]
Ep 035/60 [S2:+mat]:  26%|█   | 86/333 [02:00<05:37,  1.37s/it, loss=0.809, pair=0.006, adv=3.990, sprd=0.023]
Ep 035/60 [S2:+mat]:  26%|█   | 87/333 [02:00<05:47,  1.41s/it, loss=0.809, pair=0.006, adv=3.990, sprd=0.023]
Ep 035/60 [S2:+mat]:  26%|█   | 87/333 [02:01<05:47,  1.41s/it, loss=0.705, pair=0.007, adv=3.721, sprd=0.022]
Ep 035/60 [S2:+mat]:  26%|█   | 88/333 [02:01<05:30,  1.35s/it, loss=0.705, pair=0.007, adv=3.721, sprd=0.022]
Ep 035/60 [S2:+mat]:  26%|█   | 88/333 [02:03<05:30,  1.35s/it, loss=0.703, pair=0.004, adv=3.882, sprd=0.019]
Ep 035/60 [S2:+mat]:  27%|█   | 89/333 [02:03<05:39,  1.39s/it, loss=0.703, pair=0.004, adv=3.882, sprd=0.019]
Ep 035/60 [S2:+mat]:  27%|█   | 89/333 [02:04<05:39,  1.39s/it, loss=0.735, pair=0.005, adv=3.870, sprd=0.028]
Ep 035/60 [S2:+mat]:  27%|█   | 90/333 [02:04<05:33,  1.37s/it, loss=0.735, pair=0.005, adv=3.870, sprd=0.028]
Ep 035/60 [S2:+mat]:  27%|█   | 90/333 [02:06<05:33,  1.37s/it, loss=0.720, pair=0.006, adv=3.933, sprd=0.023]
Ep 035/60 [S2:+mat]:  27%|█   | 91/333 [02:06<05:45,  1.43s/it, loss=0.720, pair=0.006, adv=3.933, sprd=0.023]
Ep 035/60 [S2:+mat]:  27%|█   | 91/333 [02:07<05:45,  1.43s/it, loss=0.726, pair=0.005, adv=3.989, sprd=0.023]
Ep 035/60 [S2:+mat]:  28%|█   | 92/333 [02:07<05:30,  1.37s/it, loss=0.726, pair=0.005, adv=3.989, sprd=0.023]
Ep 035/60 [S2:+mat]:  28%|█   | 92/333 [02:09<05:30,  1.37s/it, loss=0.715, pair=0.001, adv=3.893, sprd=0.024]
Ep 035/60 [S2:+mat]:  28%|█   | 93/333 [02:09<05:42,  1.43s/it, loss=0.715, pair=0.001, adv=3.893, sprd=0.024]
Ep 035/60 [S2:+mat]:  28%|█   | 93/333 [02:10<05:42,  1.43s/it, loss=0.735, pair=0.003, adv=3.782, sprd=0.029]
Ep 035/60 [S2:+mat]:  28%|█▏  | 94/333 [02:10<05:30,  1.38s/it, loss=0.735, pair=0.003, adv=3.782, sprd=0.029]
Ep 035/60 [S2:+mat]:  28%|█▏  | 94/333 [02:11<05:30,  1.38s/it, loss=0.709, pair=0.007, adv=3.497, sprd=0.017]
Ep 035/60 [S2:+mat]:  29%|█▏  | 95/333 [02:11<05:34,  1.41s/it, loss=0.709, pair=0.007, adv=3.497, sprd=0.017]
Ep 035/60 [S2:+mat]:  29%|█▏  | 95/333 [02:13<05:34,  1.41s/it, loss=0.730, pair=0.002, adv=3.946, sprd=0.027]
Ep 035/60 [S2:+mat]:  29%|█▏  | 96/333 [02:13<05:25,  1.38s/it, loss=0.730, pair=0.002, adv=3.946, sprd=0.027]
Ep 035/60 [S2:+mat]:  29%|█▏  | 96/333 [02:14<05:25,  1.38s/it, loss=0.747, pair=0.000, adv=4.093, sprd=0.029]
Ep 035/60 [S2:+mat]:  29%|█▏  | 97/333 [02:14<05:35,  1.42s/it, loss=0.747, pair=0.000, adv=4.093, sprd=0.029]
Ep 035/60 [S2:+mat]:  29%|█▏  | 97/333 [02:15<05:35,  1.42s/it, loss=0.731, pair=0.003, adv=3.929, sprd=0.027]
Ep 035/60 [S2:+mat]:  29%|█▏  | 98/333 [02:15<05:24,  1.38s/it, loss=0.731, pair=0.003, adv=3.929, sprd=0.027]
Ep 035/60 [S2:+mat]:  29%|█▏  | 98/333 [02:17<05:24,  1.38s/it, loss=0.707, pair=0.005, adv=3.656, sprd=0.019]
Ep 035/60 [S2:+mat]:  30%|█▏  | 99/333 [02:17<05:24,  1.39s/it, loss=0.707, pair=0.005, adv=3.656, sprd=0.019]
Ep 035/60 [S2:+mat]:  30%|█▏  | 99/333 [02:18<05:24,  1.39s/it, loss=0.724, pair=0.003, adv=3.739, sprd=0.021]
Ep 035/60 [S2:+mat]:  30%|▉  | 100/333 [02:18<05:14,  1.35s/it, loss=0.724, pair=0.003, adv=3.739, sprd=0.021]
Ep 035/60 [S2:+mat]:  30%|▉  | 100/333 [02:20<05:14,  1.35s/it, loss=0.726, pair=0.008, adv=3.939, sprd=0.025]
Ep 035/60 [S2:+mat]:  30%|▉  | 101/333 [02:20<05:27,  1.41s/it, loss=0.726, pair=0.008, adv=3.939, sprd=0.025]
Ep 035/60 [S2:+mat]:  30%|▉  | 101/333 [02:21<05:27,  1.41s/it, loss=0.708, pair=0.006, adv=3.399, sprd=0.022]
Ep 035/60 [S2:+mat]:  31%|▉  | 102/333 [02:21<05:14,  1.36s/it, loss=0.708, pair=0.006, adv=3.399, sprd=0.022]
Ep 035/60 [S2:+mat]:  31%|▉  | 102/333 [02:22<05:14,  1.36s/it, loss=0.810, pair=0.002, adv=3.697, sprd=0.026]
Ep 035/60 [S2:+mat]:  31%|▉  | 103/333 [02:22<05:25,  1.42s/it, loss=0.810, pair=0.002, adv=3.697, sprd=0.026]
Ep 035/60 [S2:+mat]:  31%|▉  | 103/333 [02:24<05:25,  1.42s/it, loss=0.725, pair=0.006, adv=3.988, sprd=0.025]
Ep 035/60 [S2:+mat]:  31%|▉  | 104/333 [02:24<05:15,  1.38s/it, loss=0.725, pair=0.006, adv=3.988, sprd=0.025]
Ep 035/60 [S2:+mat]:  31%|▉  | 104/333 [02:25<05:15,  1.38s/it, loss=0.716, pair=0.003, adv=3.841, sprd=0.023]
Ep 035/60 [S2:+mat]:  32%|▉  | 105/333 [02:25<05:26,  1.43s/it, loss=0.716, pair=0.003, adv=3.841, sprd=0.023]
Ep 035/60 [S2:+mat]:  32%|▉  | 105/333 [02:26<05:26,  1.43s/it, loss=0.699, pair=0.010, adv=3.356, sprd=0.018]
Ep 035/60 [S2:+mat]:  32%|▉  | 106/333 [02:26<05:11,  1.37s/it, loss=0.699, pair=0.010, adv=3.356, sprd=0.018]
Ep 035/60 [S2:+mat]:  32%|▉  | 106/333 [02:28<05:11,  1.37s/it, loss=0.730, pair=0.010, adv=3.975, sprd=0.025]
Ep 035/60 [S2:+mat]:  32%|▉  | 107/333 [02:28<05:27,  1.45s/it, loss=0.730, pair=0.010, adv=3.975, sprd=0.025]
Ep 035/60 [S2:+mat]:  32%|▉  | 107/333 [02:29<05:27,  1.45s/it, loss=0.693, pair=0.008, adv=3.922, sprd=0.017]
Ep 035/60 [S2:+mat]:  32%|▉  | 108/333 [02:29<05:13,  1.39s/it, loss=0.693, pair=0.008, adv=3.922, sprd=0.017]
Ep 035/60 [S2:+mat]:  32%|▉  | 108/333 [02:31<05:13,  1.39s/it, loss=0.748, pair=0.001, adv=3.930, sprd=0.030]
Ep 035/60 [S2:+mat]:  33%|▉  | 109/333 [02:31<05:20,  1.43s/it, loss=0.748, pair=0.001, adv=3.930, sprd=0.030]
Ep 035/60 [S2:+mat]:  33%|▉  | 109/333 [02:32<05:20,  1.43s/it, loss=0.713, pair=0.006, adv=4.015, sprd=0.021]
Ep 035/60 [S2:+mat]:  33%|▉  | 110/333 [02:32<05:04,  1.36s/it, loss=0.713, pair=0.006, adv=4.015, sprd=0.021]
Ep 035/60 [S2:+mat]:  33%|▉  | 110/333 [02:34<05:04,  1.36s/it, loss=0.703, pair=0.005, adv=3.839, sprd=0.019]
Ep 035/60 [S2:+mat]:  33%|█  | 111/333 [02:34<05:12,  1.41s/it, loss=0.703, pair=0.005, adv=3.839, sprd=0.019]
Ep 035/60 [S2:+mat]:  33%|█  | 111/333 [02:35<05:12,  1.41s/it, loss=0.723, pair=0.003, adv=4.012, sprd=0.024]
Ep 035/60 [S2:+mat]:  34%|█  | 112/333 [02:35<05:02,  1.37s/it, loss=0.723, pair=0.003, adv=4.012, sprd=0.024]
Ep 035/60 [S2:+mat]:  34%|█  | 112/333 [02:36<05:02,  1.37s/it, loss=0.713, pair=0.002, adv=4.324, sprd=0.023]
Ep 035/60 [S2:+mat]:  34%|█  | 113/333 [02:36<05:11,  1.42s/it, loss=0.713, pair=0.002, adv=4.324, sprd=0.023]
Ep 035/60 [S2:+mat]:  34%|█  | 113/333 [02:38<05:11,  1.42s/it, loss=0.705, pair=0.000, adv=4.191, sprd=0.021]
Ep 035/60 [S2:+mat]:  34%|█  | 114/333 [02:38<04:58,  1.36s/it, loss=0.705, pair=0.000, adv=4.191, sprd=0.021]
Ep 035/60 [S2:+mat]:  34%|█  | 114/333 [02:39<04:58,  1.36s/it, loss=0.792, pair=0.003, adv=4.332, sprd=0.021]
Ep 035/60 [S2:+mat]:  35%|█  | 115/333 [02:39<05:07,  1.41s/it, loss=0.792, pair=0.003, adv=4.332, sprd=0.021]
Ep 035/60 [S2:+mat]:  35%|█  | 115/333 [02:40<05:07,  1.41s/it, loss=0.715, pair=0.003, adv=4.148, sprd=0.023]
Ep 035/60 [S2:+mat]:  35%|█  | 116/333 [02:40<04:56,  1.37s/it, loss=0.715, pair=0.003, adv=4.148, sprd=0.023]
Ep 035/60 [S2:+mat]:  35%|█  | 116/333 [02:42<04:56,  1.37s/it, loss=0.742, pair=0.000, adv=3.920, sprd=0.030]
Ep 035/60 [S2:+mat]:  35%|█  | 117/333 [02:42<05:15,  1.46s/it, loss=0.742, pair=0.000, adv=3.920, sprd=0.030]
Ep 035/60 [S2:+mat]:  35%|█  | 117/333 [02:43<05:15,  1.46s/it, loss=0.731, pair=0.000, adv=4.310, sprd=0.027]
Ep 035/60 [S2:+mat]:  35%|█  | 118/333 [02:43<05:02,  1.41s/it, loss=0.731, pair=0.000, adv=4.310, sprd=0.027]
Ep 035/60 [S2:+mat]:  35%|█  | 118/333 [02:45<05:02,  1.41s/it, loss=0.784, pair=0.004, adv=3.991, sprd=0.019]
Ep 035/60 [S2:+mat]:  36%|█  | 119/333 [02:45<04:58,  1.39s/it, loss=0.784, pair=0.004, adv=3.991, sprd=0.019]
Ep 035/60 [S2:+mat]:  36%|█  | 119/333 [02:46<04:58,  1.39s/it, loss=0.706, pair=0.003, adv=4.289, sprd=0.019]
Ep 035/60 [S2:+mat]:  36%|█  | 120/333 [02:46<04:46,  1.35s/it, loss=0.706, pair=0.003, adv=4.289, sprd=0.019]
Ep 035/60 [S2:+mat]:  36%|█  | 120/333 [02:48<04:46,  1.35s/it, loss=0.730, pair=0.006, adv=4.653, sprd=0.024]
Ep 035/60 [S2:+mat]:  36%|█  | 121/333 [02:48<04:59,  1.41s/it, loss=0.730, pair=0.006, adv=4.653, sprd=0.024]
Ep 035/60 [S2:+mat]:  36%|█  | 121/333 [02:49<04:59,  1.41s/it, loss=0.720, pair=0.000, adv=4.592, sprd=0.026]
Ep 035/60 [S2:+mat]:  37%|█  | 122/333 [02:49<04:50,  1.37s/it, loss=0.720, pair=0.000, adv=4.592, sprd=0.026]
Ep 035/60 [S2:+mat]:  37%|█  | 122/333 [02:50<04:50,  1.37s/it, loss=0.724, pair=0.000, adv=4.121, sprd=0.027]
Ep 035/60 [S2:+mat]:  37%|█  | 123/333 [02:50<05:02,  1.44s/it, loss=0.724, pair=0.000, adv=4.121, sprd=0.027]
Ep 035/60 [S2:+mat]:  37%|█  | 123/333 [02:52<05:02,  1.44s/it, loss=0.742, pair=0.006, adv=4.293, sprd=0.030]
Ep 035/60 [S2:+mat]:  37%|█  | 124/333 [02:52<04:54,  1.41s/it, loss=0.742, pair=0.006, adv=4.293, sprd=0.030]
Ep 035/60 [S2:+mat]:  37%|█  | 124/333 [02:53<04:54,  1.41s/it, loss=0.718, pair=0.005, adv=4.136, sprd=0.025]
Ep 035/60 [S2:+mat]:  38%|█▏ | 125/333 [02:53<05:05,  1.47s/it, loss=0.718, pair=0.005, adv=4.136, sprd=0.025]
Ep 035/60 [S2:+mat]:  38%|█▏ | 125/333 [02:55<05:05,  1.47s/it, loss=0.724, pair=0.003, adv=4.043, sprd=0.025]
Ep 035/60 [S2:+mat]:  38%|█▏ | 126/333 [02:55<04:50,  1.41s/it, loss=0.724, pair=0.003, adv=4.043, sprd=0.025]
Ep 035/60 [S2:+mat]:  38%|█▏ | 126/333 [02:56<04:50,  1.41s/it, loss=0.699, pair=0.001, adv=4.144, sprd=0.019]
Ep 035/60 [S2:+mat]:  38%|█▏ | 127/333 [02:56<04:51,  1.42s/it, loss=0.699, pair=0.001, adv=4.144, sprd=0.019]
Ep 035/60 [S2:+mat]:  38%|█▏ | 127/333 [02:57<04:51,  1.42s/it, loss=0.705, pair=0.007, adv=3.723, sprd=0.020]
Ep 035/60 [S2:+mat]:  38%|█▏ | 128/333 [02:57<04:40,  1.37s/it, loss=0.705, pair=0.007, adv=3.723, sprd=0.020]
Ep 035/60 [S2:+mat]:  38%|█▏ | 128/333 [02:59<04:40,  1.37s/it, loss=0.734, pair=0.001, adv=4.287, sprd=0.027]
Ep 035/60 [S2:+mat]:  39%|█▏ | 129/333 [02:59<04:48,  1.41s/it, loss=0.734, pair=0.001, adv=4.287, sprd=0.027]
Ep 035/60 [S2:+mat]:  39%|█▏ | 129/333 [03:00<04:48,  1.41s/it, loss=0.703, pair=0.003, adv=4.003, sprd=0.019]
Ep 035/60 [S2:+mat]:  39%|█▏ | 130/333 [03:00<04:37,  1.37s/it, loss=0.703, pair=0.003, adv=4.003, sprd=0.019]
Ep 035/60 [S2:+mat]:  39%|█▏ | 130/333 [03:02<04:37,  1.37s/it, loss=0.753, pair=0.007, adv=4.461, sprd=0.032]
Ep 035/60 [S2:+mat]:  39%|█▏ | 131/333 [03:02<04:45,  1.41s/it, loss=0.753, pair=0.007, adv=4.461, sprd=0.032]
Ep 035/60 [S2:+mat]:  39%|█▏ | 131/333 [03:03<04:45,  1.41s/it, loss=0.698, pair=0.007, adv=3.926, sprd=0.017]
Ep 035/60 [S2:+mat]:  40%|█▏ | 132/333 [03:03<04:30,  1.35s/it, loss=0.698, pair=0.007, adv=3.926, sprd=0.017]
Ep 035/60 [S2:+mat]:  40%|█▏ | 132/333 [03:04<04:30,  1.35s/it, loss=0.722, pair=0.004, adv=3.993, sprd=0.022]
Ep 035/60 [S2:+mat]:  40%|█▏ | 133/333 [03:04<04:38,  1.39s/it, loss=0.722, pair=0.004, adv=3.993, sprd=0.022]
Ep 035/60 [S2:+mat]:  40%|█▏ | 133/333 [03:06<04:38,  1.39s/it, loss=0.702, pair=0.004, adv=4.268, sprd=0.019]
Ep 035/60 [S2:+mat]:  40%|█▏ | 134/333 [03:06<04:28,  1.35s/it, loss=0.702, pair=0.004, adv=4.268, sprd=0.019]
Ep 035/60 [S2:+mat]:  40%|█▏ | 134/333 [03:07<04:28,  1.35s/it, loss=0.715, pair=0.010, adv=3.863, sprd=0.021]
Ep 035/60 [S2:+mat]:  41%|█▏ | 135/333 [03:07<04:38,  1.41s/it, loss=0.715, pair=0.010, adv=3.863, sprd=0.021]
Ep 035/60 [S2:+mat]:  41%|█▏ | 135/333 [03:08<04:38,  1.41s/it, loss=0.726, pair=0.004, adv=3.779, sprd=0.025]
Ep 035/60 [S2:+mat]:  41%|█▏ | 136/333 [03:08<04:29,  1.37s/it, loss=0.726, pair=0.004, adv=3.779, sprd=0.025]
Ep 035/60 [S2:+mat]:  41%|█▏ | 136/333 [03:10<04:29,  1.37s/it, loss=0.716, pair=0.005, adv=4.016, sprd=0.021]
Ep 035/60 [S2:+mat]:  41%|█▏ | 137/333 [03:10<04:36,  1.41s/it, loss=0.716, pair=0.005, adv=4.016, sprd=0.021]
Ep 035/60 [S2:+mat]:  41%|█▏ | 137/333 [03:11<04:36,  1.41s/it, loss=0.727, pair=0.005, adv=3.982, sprd=0.025]
Ep 035/60 [S2:+mat]:  41%|█▏ | 138/333 [03:11<04:27,  1.37s/it, loss=0.727, pair=0.005, adv=3.982, sprd=0.025]
Ep 035/60 [S2:+mat]:  41%|█▏ | 138/333 [03:13<04:27,  1.37s/it, loss=0.744, pair=0.005, adv=3.639, sprd=0.030]
Ep 035/60 [S2:+mat]:  42%|█▎ | 139/333 [03:13<04:38,  1.43s/it, loss=0.744, pair=0.005, adv=3.639, sprd=0.030]
Ep 035/60 [S2:+mat]:  42%|█▎ | 139/333 [03:14<04:38,  1.43s/it, loss=0.750, pair=0.001, adv=3.933, sprd=0.031]
Ep 035/60 [S2:+mat]:  42%|█▎ | 140/333 [03:14<04:29,  1.40s/it, loss=0.750, pair=0.001, adv=3.933, sprd=0.031]
Ep 035/60 [S2:+mat]:  42%|█▎ | 140/333 [03:16<04:29,  1.40s/it, loss=0.713, pair=0.000, adv=3.896, sprd=0.022]
Ep 035/60 [S2:+mat]:  42%|█▎ | 141/333 [03:16<04:38,  1.45s/it, loss=0.713, pair=0.000, adv=3.896, sprd=0.022]
Ep 035/60 [S2:+mat]:  42%|█▎ | 141/333 [03:17<04:38,  1.45s/it, loss=0.703, pair=0.003, adv=3.529, sprd=0.019]
Ep 035/60 [S2:+mat]:  43%|█▎ | 142/333 [03:17<04:24,  1.39s/it, loss=0.703, pair=0.003, adv=3.529, sprd=0.019]
Ep 035/60 [S2:+mat]:  43%|█▎ | 142/333 [03:18<04:24,  1.39s/it, loss=0.742, pair=0.002, adv=3.692, sprd=0.029]
Ep 035/60 [S2:+mat]:  43%|█▎ | 143/333 [03:18<04:33,  1.44s/it, loss=0.742, pair=0.002, adv=3.692, sprd=0.029]
Ep 035/60 [S2:+mat]:  43%|█▎ | 143/333 [03:20<04:33,  1.44s/it, loss=0.700, pair=0.005, adv=4.140, sprd=0.018]
Ep 035/60 [S2:+mat]:  43%|█▎ | 144/333 [03:20<04:19,  1.38s/it, loss=0.700, pair=0.005, adv=4.140, sprd=0.018]
Ep 035/60 [S2:+mat]:  43%|█▎ | 144/333 [03:21<04:19,  1.38s/it, loss=0.702, pair=0.001, adv=3.818, sprd=0.018]
Ep 035/60 [S2:+mat]:  44%|█▎ | 145/333 [03:21<04:29,  1.43s/it, loss=0.702, pair=0.001, adv=3.818, sprd=0.018]
Ep 035/60 [S2:+mat]:  44%|█▎ | 145/333 [03:22<04:29,  1.43s/it, loss=0.717, pair=0.000, adv=3.813, sprd=0.020]
Ep 035/60 [S2:+mat]:  44%|█▎ | 146/333 [03:22<04:17,  1.38s/it, loss=0.717, pair=0.000, adv=3.813, sprd=0.020]
Ep 035/60 [S2:+mat]:  44%|█▎ | 146/333 [03:24<04:17,  1.38s/it, loss=0.707, pair=0.002, adv=3.973, sprd=0.022]
Ep 035/60 [S2:+mat]:  44%|█▎ | 147/333 [03:24<04:24,  1.42s/it, loss=0.707, pair=0.002, adv=3.973, sprd=0.022]
Ep 035/60 [S2:+mat]:  44%|█▎ | 147/333 [03:25<04:24,  1.42s/it, loss=0.708, pair=0.001, adv=3.604, sprd=0.019]
Ep 035/60 [S2:+mat]:  44%|█▎ | 148/333 [03:25<04:10,  1.36s/it, loss=0.708, pair=0.001, adv=3.604, sprd=0.019]
Ep 035/60 [S2:+mat]:  44%|█▎ | 148/333 [03:27<04:10,  1.36s/it, loss=0.700, pair=0.002, adv=3.774, sprd=0.016]
Ep 035/60 [S2:+mat]:  45%|█▎ | 149/333 [03:27<04:13,  1.38s/it, loss=0.700, pair=0.002, adv=3.774, sprd=0.016]
Ep 035/60 [S2:+mat]:  45%|█▎ | 149/333 [03:28<04:13,  1.38s/it, loss=0.745, pair=0.000, adv=4.028, sprd=0.029]
Ep 035/60 [S2:+mat]:  45%|█▎ | 150/333 [03:28<04:11,  1.38s/it, loss=0.745, pair=0.000, adv=4.028, sprd=0.029]
Ep 035/60 [S2:+mat]:  45%|█▎ | 150/333 [03:30<04:11,  1.38s/it, loss=0.810, pair=0.004, adv=3.678, sprd=0.020]
Ep 035/60 [S2:+mat]:  45%|█▎ | 151/333 [03:30<04:19,  1.43s/it, loss=0.810, pair=0.004, adv=3.678, sprd=0.020]
Ep 035/60 [S2:+mat]:  45%|█▎ | 151/333 [03:31<04:19,  1.43s/it, loss=0.732, pair=0.001, adv=3.913, sprd=0.028]
Ep 035/60 [S2:+mat]:  46%|█▎ | 152/333 [03:31<04:12,  1.40s/it, loss=0.732, pair=0.001, adv=3.913, sprd=0.028]
Ep 035/60 [S2:+mat]:  46%|█▎ | 152/333 [03:32<04:12,  1.40s/it, loss=0.715, pair=0.000, adv=3.945, sprd=0.024]
Ep 035/60 [S2:+mat]:  46%|█▍ | 153/333 [03:32<04:22,  1.46s/it, loss=0.715, pair=0.000, adv=3.945, sprd=0.024]
Ep 035/60 [S2:+mat]:  46%|█▍ | 153/333 [03:34<04:22,  1.46s/it, loss=0.721, pair=0.000, adv=3.567, sprd=0.024]
Ep 035/60 [S2:+mat]:  46%|█▍ | 154/333 [03:34<04:11,  1.41s/it, loss=0.721, pair=0.000, adv=3.567, sprd=0.024]
Ep 035/60 [S2:+mat]:  46%|█▍ | 154/333 [03:35<04:11,  1.41s/it, loss=0.728, pair=0.001, adv=3.845, sprd=0.023]
Ep 035/60 [S2:+mat]:  47%|█▍ | 155/333 [03:35<04:22,  1.47s/it, loss=0.728, pair=0.001, adv=3.845, sprd=0.023]
Ep 035/60 [S2:+mat]:  47%|█▍ | 155/333 [03:37<04:22,  1.47s/it, loss=0.700, pair=0.004, adv=3.713, sprd=0.020]
Ep 035/60 [S2:+mat]:  47%|█▍ | 156/333 [03:37<04:08,  1.40s/it, loss=0.700, pair=0.004, adv=3.713, sprd=0.020]
Ep 035/60 [S2:+mat]:  47%|█▍ | 156/333 [03:38<04:08,  1.40s/it, loss=0.732, pair=0.004, adv=3.927, sprd=0.027]
Ep 035/60 [S2:+mat]:  47%|█▍ | 157/333 [03:38<04:20,  1.48s/it, loss=0.732, pair=0.004, adv=3.927, sprd=0.027]
Ep 035/60 [S2:+mat]:  47%|█▍ | 157/333 [03:40<04:20,  1.48s/it, loss=0.712, pair=0.002, adv=4.376, sprd=0.022]
Ep 035/60 [S2:+mat]:  47%|█▍ | 158/333 [03:40<04:07,  1.42s/it, loss=0.712, pair=0.002, adv=4.376, sprd=0.022]
Ep 035/60 [S2:+mat]:  47%|█▍ | 158/333 [03:41<04:07,  1.42s/it, loss=0.709, pair=0.001, adv=3.881, sprd=0.023]
Ep 035/60 [S2:+mat]:  48%|█▍ | 159/333 [03:41<04:11,  1.44s/it, loss=0.709, pair=0.001, adv=3.881, sprd=0.023]
Ep 035/60 [S2:+mat]:  48%|█▍ | 159/333 [03:42<04:11,  1.44s/it, loss=0.720, pair=0.003, adv=4.324, sprd=0.025]
Ep 035/60 [S2:+mat]:  48%|█▍ | 160/333 [03:42<04:01,  1.39s/it, loss=0.720, pair=0.003, adv=4.324, sprd=0.025]
Ep 035/60 [S2:+mat]:  48%|█▍ | 160/333 [03:44<04:01,  1.39s/it, loss=0.734, pair=0.001, adv=3.907, sprd=0.027]
Ep 035/60 [S2:+mat]:  48%|█▍ | 161/333 [03:44<04:11,  1.46s/it, loss=0.734, pair=0.001, adv=3.907, sprd=0.027]
Ep 035/60 [S2:+mat]:  48%|█▍ | 161/333 [03:45<04:11,  1.46s/it, loss=0.735, pair=0.007, adv=3.772, sprd=0.027]
Ep 035/60 [S2:+mat]:  49%|█▍ | 162/333 [03:45<04:02,  1.42s/it, loss=0.735, pair=0.007, adv=3.772, sprd=0.027]
Ep 035/60 [S2:+mat]:  49%|█▍ | 162/333 [03:47<04:02,  1.42s/it, loss=0.755, pair=0.005, adv=3.990, sprd=0.035]
Ep 035/60 [S2:+mat]:  49%|█▍ | 163/333 [03:47<04:11,  1.48s/it, loss=0.755, pair=0.005, adv=3.990, sprd=0.035]
Ep 035/60 [S2:+mat]:  49%|█▍ | 163/333 [03:48<04:11,  1.48s/it, loss=0.736, pair=0.001, adv=3.763, sprd=0.026]
Ep 035/60 [S2:+mat]:  49%|█▍ | 164/333 [03:48<04:02,  1.43s/it, loss=0.736, pair=0.001, adv=3.763, sprd=0.026]
Ep 035/60 [S2:+mat]:  49%|█▍ | 164/333 [03:50<04:02,  1.43s/it, loss=0.695, pair=0.000, adv=3.976, sprd=0.017]
Ep 035/60 [S2:+mat]:  50%|█▍ | 165/333 [03:50<04:03,  1.45s/it, loss=0.695, pair=0.000, adv=3.976, sprd=0.017]
Ep 035/60 [S2:+mat]:  50%|█▍ | 165/333 [03:51<04:03,  1.45s/it, loss=0.716, pair=0.001, adv=3.941, sprd=0.023]
Ep 035/60 [S2:+mat]:  50%|█▍ | 166/333 [03:51<03:52,  1.39s/it, loss=0.716, pair=0.001, adv=3.941, sprd=0.023]
Ep 035/60 [S2:+mat]:  50%|█▍ | 166/333 [03:53<03:52,  1.39s/it, loss=0.747, pair=0.004, adv=3.881, sprd=0.030]
Ep 035/60 [S2:+mat]:  50%|█▌ | 167/333 [03:53<04:01,  1.46s/it, loss=0.747, pair=0.004, adv=3.881, sprd=0.030]
Ep 035/60 [S2:+mat]:  50%|█▌ | 167/333 [03:54<04:01,  1.46s/it, loss=0.733, pair=0.003, adv=4.142, sprd=0.027]
Ep 035/60 [S2:+mat]:  50%|█▌ | 168/333 [03:54<03:51,  1.40s/it, loss=0.733, pair=0.003, adv=4.142, sprd=0.027]
Ep 035/60 [S2:+mat]:  50%|█▌ | 168/333 [03:55<03:51,  1.40s/it, loss=0.717, pair=0.000, adv=4.183, sprd=0.023]
Ep 035/60 [S2:+mat]:  51%|█▌ | 169/333 [03:55<03:57,  1.45s/it, loss=0.717, pair=0.000, adv=4.183, sprd=0.023]
Ep 035/60 [S2:+mat]:  51%|█▌ | 169/333 [03:57<03:57,  1.45s/it, loss=0.718, pair=0.001, adv=3.940, sprd=0.024]
Ep 035/60 [S2:+mat]:  51%|█▌ | 170/333 [03:57<03:42,  1.37s/it, loss=0.718, pair=0.001, adv=3.940, sprd=0.024]
Ep 035/60 [S2:+mat]:  51%|█▌ | 170/333 [03:58<03:42,  1.37s/it, loss=0.711, pair=0.000, adv=4.246, sprd=0.023]
Ep 035/60 [S2:+mat]:  51%|█▌ | 171/333 [03:58<03:52,  1.43s/it, loss=0.711, pair=0.000, adv=4.246, sprd=0.023]
Ep 035/60 [S2:+mat]:  51%|█▌ | 171/333 [03:59<03:52,  1.43s/it, loss=0.720, pair=0.004, adv=3.872, sprd=0.023]
Ep 035/60 [S2:+mat]:  52%|█▌ | 172/333 [03:59<03:43,  1.39s/it, loss=0.720, pair=0.004, adv=3.872, sprd=0.023]
Ep 035/60 [S2:+mat]:  52%|█▌ | 172/333 [04:01<03:43,  1.39s/it, loss=0.726, pair=0.001, adv=3.910, sprd=0.026]
Ep 035/60 [S2:+mat]:  52%|█▌ | 173/333 [04:01<03:49,  1.44s/it, loss=0.726, pair=0.001, adv=3.910, sprd=0.026]
Ep 035/60 [S2:+mat]:  52%|█▌ | 173/333 [04:02<03:49,  1.44s/it, loss=0.705, pair=0.004, adv=3.972, sprd=0.019]
Ep 035/60 [S2:+mat]:  52%|█▌ | 174/333 [04:02<03:39,  1.38s/it, loss=0.705, pair=0.004, adv=3.972, sprd=0.019]
Ep 035/60 [S2:+mat]:  52%|█▌ | 174/333 [04:04<03:39,  1.38s/it, loss=0.815, pair=0.000, adv=4.144, sprd=0.025]
Ep 035/60 [S2:+mat]:  53%|█▌ | 175/333 [04:04<03:47,  1.44s/it, loss=0.815, pair=0.000, adv=4.144, sprd=0.025]
Ep 035/60 [S2:+mat]:  53%|█▌ | 175/333 [04:05<03:47,  1.44s/it, loss=0.698, pair=0.000, adv=3.724, sprd=0.020]
Ep 035/60 [S2:+mat]:  53%|█▌ | 176/333 [04:05<03:36,  1.38s/it, loss=0.698, pair=0.000, adv=3.724, sprd=0.020]
Ep 035/60 [S2:+mat]:  53%|█▌ | 176/333 [04:07<03:36,  1.38s/it, loss=0.738, pair=0.000, adv=3.862, sprd=0.027]
Ep 035/60 [S2:+mat]:  53%|█▌ | 177/333 [04:07<03:44,  1.44s/it, loss=0.738, pair=0.000, adv=3.862, sprd=0.027]
Ep 035/60 [S2:+mat]:  53%|█▌ | 177/333 [04:08<03:44,  1.44s/it, loss=0.708, pair=0.001, adv=4.071, sprd=0.024]
Ep 035/60 [S2:+mat]:  53%|█▌ | 178/333 [04:08<03:35,  1.39s/it, loss=0.708, pair=0.001, adv=4.071, sprd=0.024]
Ep 035/60 [S2:+mat]:  53%|█▌ | 178/333 [04:09<03:35,  1.39s/it, loss=0.747, pair=0.000, adv=4.023, sprd=0.030]
Ep 035/60 [S2:+mat]:  54%|█▌ | 179/333 [04:09<03:42,  1.44s/it, loss=0.747, pair=0.000, adv=4.023, sprd=0.030]
Ep 035/60 [S2:+mat]:  54%|█▌ | 179/333 [04:11<03:42,  1.44s/it, loss=0.730, pair=0.003, adv=4.070, sprd=0.026]
Ep 035/60 [S2:+mat]:  54%|█▌ | 180/333 [04:11<03:23,  1.33s/it, loss=0.730, pair=0.003, adv=4.070, sprd=0.026]
Ep 035/60 [S2:+mat]:  54%|█▌ | 180/333 [04:12<03:23,  1.33s/it, loss=0.736, pair=0.004, adv=3.908, sprd=0.025]
Ep 035/60 [S2:+mat]:  54%|█▋ | 181/333 [04:12<03:35,  1.42s/it, loss=0.736, pair=0.004, adv=3.908, sprd=0.025]
Ep 035/60 [S2:+mat]:  54%|█▋ | 181/333 [04:13<03:35,  1.42s/it, loss=0.720, pair=0.001, adv=3.946, sprd=0.023]
Ep 035/60 [S2:+mat]:  55%|█▋ | 182/333 [04:13<03:28,  1.38s/it, loss=0.720, pair=0.001, adv=3.946, sprd=0.023]
Ep 035/60 [S2:+mat]:  55%|█▋ | 182/333 [04:15<03:28,  1.38s/it, loss=0.729, pair=0.000, adv=4.151, sprd=0.026]
Ep 035/60 [S2:+mat]:  55%|█▋ | 183/333 [04:15<03:34,  1.43s/it, loss=0.729, pair=0.000, adv=4.151, sprd=0.026]
Ep 035/60 [S2:+mat]:  55%|█▋ | 183/333 [04:16<03:34,  1.43s/it, loss=0.698, pair=0.007, adv=3.625, sprd=0.019]
Ep 035/60 [S2:+mat]:  55%|█▋ | 184/333 [04:16<03:24,  1.37s/it, loss=0.698, pair=0.007, adv=3.625, sprd=0.019]
Ep 035/60 [S2:+mat]:  55%|█▋ | 184/333 [04:18<03:24,  1.37s/it, loss=0.725, pair=0.000, adv=3.841, sprd=0.024]
Ep 035/60 [S2:+mat]:  56%|█▋ | 185/333 [04:18<03:30,  1.42s/it, loss=0.725, pair=0.000, adv=3.841, sprd=0.024]
Ep 035/60 [S2:+mat]:  56%|█▋ | 185/333 [04:19<03:30,  1.42s/it, loss=0.727, pair=0.009, adv=3.855, sprd=0.026]
Ep 035/60 [S2:+mat]:  56%|█▋ | 186/333 [04:19<03:23,  1.39s/it, loss=0.727, pair=0.009, adv=3.855, sprd=0.026]
Ep 035/60 [S2:+mat]:  56%|█▋ | 186/333 [04:21<03:23,  1.39s/it, loss=0.729, pair=0.000, adv=4.150, sprd=0.027]
Ep 035/60 [S2:+mat]:  56%|█▋ | 187/333 [04:21<03:31,  1.45s/it, loss=0.729, pair=0.000, adv=4.150, sprd=0.027]
Ep 035/60 [S2:+mat]:  56%|█▋ | 187/333 [04:22<03:31,  1.45s/it, loss=0.709, pair=0.005, adv=3.686, sprd=0.018]
Ep 035/60 [S2:+mat]:  56%|█▋ | 188/333 [04:22<03:20,  1.39s/it, loss=0.709, pair=0.005, adv=3.686, sprd=0.018]
Ep 035/60 [S2:+mat]:  56%|█▋ | 188/333 [04:23<03:20,  1.39s/it, loss=0.721, pair=0.017, adv=4.102, sprd=0.023]
Ep 035/60 [S2:+mat]:  57%|█▋ | 189/333 [04:23<03:27,  1.44s/it, loss=0.721, pair=0.017, adv=4.102, sprd=0.023]
Ep 035/60 [S2:+mat]:  57%|█▋ | 189/333 [04:25<03:27,  1.44s/it, loss=0.704, pair=0.003, adv=3.592, sprd=0.019]
Ep 035/60 [S2:+mat]:  57%|█▋ | 190/333 [04:25<03:16,  1.37s/it, loss=0.704, pair=0.003, adv=3.592, sprd=0.019]
Ep 035/60 [S2:+mat]:  57%|█▋ | 190/333 [04:26<03:16,  1.37s/it, loss=0.717, pair=0.011, adv=3.364, sprd=0.021]
Ep 035/60 [S2:+mat]:  57%|█▋ | 191/333 [04:26<03:16,  1.38s/it, loss=0.717, pair=0.011, adv=3.364, sprd=0.021]
Ep 035/60 [S2:+mat]:  57%|█▋ | 191/333 [04:27<03:16,  1.38s/it, loss=0.703, pair=0.013, adv=3.940, sprd=0.019]
Ep 035/60 [S2:+mat]:  58%|█▋ | 192/333 [04:27<03:08,  1.34s/it, loss=0.703, pair=0.013, adv=3.940, sprd=0.019]
Ep 035/60 [S2:+mat]:  58%|█▋ | 192/333 [04:29<03:08,  1.34s/it, loss=0.734, pair=0.001, adv=4.225, sprd=0.026]
Ep 035/60 [S2:+mat]:  58%|█▋ | 193/333 [04:29<03:17,  1.41s/it, loss=0.734, pair=0.001, adv=4.225, sprd=0.026]
Ep 035/60 [S2:+mat]:  58%|█▋ | 193/333 [04:30<03:17,  1.41s/it, loss=0.723, pair=0.009, adv=4.184, sprd=0.024]
Ep 035/60 [S2:+mat]:  58%|█▋ | 194/333 [04:30<03:10,  1.37s/it, loss=0.723, pair=0.009, adv=4.184, sprd=0.024]
Ep 035/60 [S2:+mat]:  58%|█▋ | 194/333 [04:32<03:10,  1.37s/it, loss=0.727, pair=0.006, adv=4.582, sprd=0.026]
Ep 035/60 [S2:+mat]:  59%|█▊ | 195/333 [04:32<03:17,  1.43s/it, loss=0.727, pair=0.006, adv=4.582, sprd=0.026]
Ep 035/60 [S2:+mat]:  59%|█▊ | 195/333 [04:33<03:17,  1.43s/it, loss=0.694, pair=0.006, adv=4.256, sprd=0.020]
Ep 035/60 [S2:+mat]:  59%|█▊ | 196/333 [04:33<03:07,  1.37s/it, loss=0.694, pair=0.006, adv=4.256, sprd=0.020]
Ep 035/60 [S2:+mat]:  59%|█▊ | 196/333 [04:35<03:07,  1.37s/it, loss=0.755, pair=0.007, adv=4.206, sprd=0.032]
Ep 035/60 [S2:+mat]:  59%|█▊ | 197/333 [04:35<03:12,  1.42s/it, loss=0.755, pair=0.007, adv=4.206, sprd=0.032]
Ep 035/60 [S2:+mat]:  59%|█▊ | 197/333 [04:36<03:12,  1.42s/it, loss=0.733, pair=0.004, adv=4.269, sprd=0.027]
Ep 035/60 [S2:+mat]:  59%|█▊ | 198/333 [04:36<03:06,  1.38s/it, loss=0.733, pair=0.004, adv=4.269, sprd=0.027]
Ep 035/60 [S2:+mat]:  59%|█▊ | 198/333 [04:37<03:06,  1.38s/it, loss=0.716, pair=0.007, adv=4.076, sprd=0.023]
Ep 035/60 [S2:+mat]:  60%|█▊ | 199/333 [04:37<03:16,  1.47s/it, loss=0.716, pair=0.007, adv=4.076, sprd=0.023]
Ep 035/60 [S2:+mat]:  60%|█▊ | 199/333 [04:39<03:16,  1.47s/it, loss=0.727, pair=0.018, adv=4.412, sprd=0.022]
Ep 035/60 [S2:+mat]:  60%|█▊ | 200/333 [04:39<03:06,  1.40s/it, loss=0.727, pair=0.018, adv=4.412, sprd=0.022]
Ep 035/60 [S2:+mat]:  60%|█▊ | 200/333 [04:40<03:06,  1.40s/it, loss=0.687, pair=0.009, adv=3.970, sprd=0.016]
Ep 035/60 [S2:+mat]:  60%|█▊ | 201/333 [04:40<03:14,  1.47s/it, loss=0.687, pair=0.009, adv=3.970, sprd=0.016]
Ep 035/60 [S2:+mat]:  60%|█▊ | 201/333 [04:42<03:14,  1.47s/it, loss=0.746, pair=0.003, adv=4.298, sprd=0.031]
Ep 035/60 [S2:+mat]:  61%|█▊ | 202/333 [04:42<03:07,  1.43s/it, loss=0.746, pair=0.003, adv=4.298, sprd=0.031]
Ep 035/60 [S2:+mat]:  61%|█▊ | 202/333 [04:43<03:07,  1.43s/it, loss=0.706, pair=0.004, adv=4.469, sprd=0.022]
Ep 035/60 [S2:+mat]:  61%|█▊ | 203/333 [04:43<03:09,  1.46s/it, loss=0.706, pair=0.004, adv=4.469, sprd=0.022]
Ep 035/60 [S2:+mat]:  61%|█▊ | 203/333 [04:45<03:09,  1.46s/it, loss=0.712, pair=0.000, adv=4.462, sprd=0.024]
Ep 035/60 [S2:+mat]:  61%|█▊ | 204/333 [04:45<03:02,  1.42s/it, loss=0.712, pair=0.000, adv=4.462, sprd=0.024]
Ep 035/60 [S2:+mat]:  61%|█▊ | 204/333 [04:46<03:02,  1.42s/it, loss=0.713, pair=0.000, adv=3.613, sprd=0.020]
Ep 035/60 [S2:+mat]:  62%|█▊ | 205/333 [04:46<03:03,  1.44s/it, loss=0.713, pair=0.000, adv=3.613, sprd=0.020]
Ep 035/60 [S2:+mat]:  62%|█▊ | 205/333 [04:47<03:03,  1.44s/it, loss=0.706, pair=0.000, adv=4.384, sprd=0.021]
Ep 035/60 [S2:+mat]:  62%|█▊ | 206/333 [04:47<02:56,  1.39s/it, loss=0.706, pair=0.000, adv=4.384, sprd=0.021]
Ep 035/60 [S2:+mat]:  62%|█▊ | 206/333 [04:49<02:56,  1.39s/it, loss=0.744, pair=0.004, adv=4.252, sprd=0.031]
Ep 035/60 [S2:+mat]:  62%|█▊ | 207/333 [04:49<03:04,  1.47s/it, loss=0.744, pair=0.004, adv=4.252, sprd=0.031]
Ep 035/60 [S2:+mat]:  62%|█▊ | 207/333 [04:50<03:04,  1.47s/it, loss=0.709, pair=0.006, adv=3.926, sprd=0.020]
Ep 035/60 [S2:+mat]:  62%|█▊ | 208/333 [04:50<02:55,  1.40s/it, loss=0.709, pair=0.006, adv=3.926, sprd=0.020]
Ep 035/60 [S2:+mat]:  62%|█▊ | 208/333 [04:52<02:55,  1.40s/it, loss=0.787, pair=0.001, adv=4.414, sprd=0.019]
Ep 035/60 [S2:+mat]:  63%|█▉ | 209/333 [04:52<02:56,  1.42s/it, loss=0.787, pair=0.001, adv=4.414, sprd=0.019]
Ep 035/60 [S2:+mat]:  63%|█▉ | 209/333 [04:53<02:56,  1.42s/it, loss=0.701, pair=0.001, adv=4.011, sprd=0.017]
Ep 035/60 [S2:+mat]:  63%|█▉ | 210/333 [04:53<02:47,  1.36s/it, loss=0.701, pair=0.001, adv=4.011, sprd=0.017]
Ep 035/60 [S2:+mat]:  63%|█▉ | 210/333 [04:54<02:47,  1.36s/it, loss=0.705, pair=0.006, adv=3.825, sprd=0.020]
Ep 035/60 [S2:+mat]:  63%|█▉ | 211/333 [04:54<02:54,  1.43s/it, loss=0.705, pair=0.006, adv=3.825, sprd=0.020]
Ep 035/60 [S2:+mat]:  63%|█▉ | 211/333 [04:56<02:54,  1.43s/it, loss=0.708, pair=0.009, adv=4.035, sprd=0.018]
Ep 035/60 [S2:+mat]:  64%|█▉ | 212/333 [04:56<02:43,  1.35s/it, loss=0.708, pair=0.009, adv=4.035, sprd=0.018]
Ep 035/60 [S2:+mat]:  64%|█▉ | 212/333 [04:57<02:43,  1.35s/it, loss=0.720, pair=0.002, adv=4.474, sprd=0.025]
Ep 035/60 [S2:+mat]:  64%|█▉ | 213/333 [04:57<02:49,  1.41s/it, loss=0.720, pair=0.002, adv=4.474, sprd=0.025]
Ep 035/60 [S2:+mat]:  64%|█▉ | 213/333 [04:58<02:49,  1.41s/it, loss=0.723, pair=0.001, adv=4.149, sprd=0.024]
Ep 035/60 [S2:+mat]:  64%|█▉ | 214/333 [04:58<02:43,  1.37s/it, loss=0.723, pair=0.001, adv=4.149, sprd=0.024]
Ep 035/60 [S2:+mat]:  64%|█▉ | 214/333 [05:00<02:43,  1.37s/it, loss=0.707, pair=0.000, adv=4.323, sprd=0.019]
Ep 035/60 [S2:+mat]:  65%|█▉ | 215/333 [05:00<02:44,  1.40s/it, loss=0.707, pair=0.000, adv=4.323, sprd=0.019]
Ep 035/60 [S2:+mat]:  65%|█▉ | 215/333 [05:01<02:44,  1.40s/it, loss=0.724, pair=0.001, adv=4.410, sprd=0.026]
Ep 035/60 [S2:+mat]:  65%|█▉ | 216/333 [05:01<02:39,  1.36s/it, loss=0.724, pair=0.001, adv=4.410, sprd=0.026]
Ep 035/60 [S2:+mat]:  65%|█▉ | 216/333 [05:03<02:39,  1.36s/it, loss=0.708, pair=0.010, adv=4.169, sprd=0.018]
Ep 035/60 [S2:+mat]:  65%|█▉ | 217/333 [05:03<02:44,  1.42s/it, loss=0.708, pair=0.010, adv=4.169, sprd=0.018]
Ep 035/60 [S2:+mat]:  65%|█▉ | 217/333 [05:04<02:44,  1.42s/it, loss=0.697, pair=0.000, adv=4.042, sprd=0.018]
Ep 035/60 [S2:+mat]:  65%|█▉ | 218/333 [05:04<02:36,  1.36s/it, loss=0.697, pair=0.000, adv=4.042, sprd=0.018]
Ep 035/60 [S2:+mat]:  65%|█▉ | 218/333 [05:06<02:36,  1.36s/it, loss=0.726, pair=0.004, adv=4.222, sprd=0.024]
Ep 035/60 [S2:+mat]:  66%|█▉ | 219/333 [05:06<02:42,  1.43s/it, loss=0.726, pair=0.004, adv=4.222, sprd=0.024]
Ep 035/60 [S2:+mat]:  66%|█▉ | 219/333 [05:07<02:42,  1.43s/it, loss=0.703, pair=0.001, adv=4.372, sprd=0.020]
Ep 035/60 [S2:+mat]:  66%|█▉ | 220/333 [05:07<02:34,  1.37s/it, loss=0.703, pair=0.001, adv=4.372, sprd=0.020]
Ep 035/60 [S2:+mat]:  66%|█▉ | 220/333 [05:08<02:34,  1.37s/it, loss=0.704, pair=0.000, adv=4.143, sprd=0.021]
Ep 035/60 [S2:+mat]:  66%|█▉ | 221/333 [05:08<02:38,  1.42s/it, loss=0.704, pair=0.000, adv=4.143, sprd=0.021]
Ep 035/60 [S2:+mat]:  66%|█▉ | 221/333 [05:10<02:38,  1.42s/it, loss=0.702, pair=0.013, adv=4.037, sprd=0.016]
Ep 035/60 [S2:+mat]:  67%|██ | 222/333 [05:10<02:30,  1.35s/it, loss=0.702, pair=0.013, adv=4.037, sprd=0.016]
Ep 035/60 [S2:+mat]:  67%|██ | 222/333 [05:11<02:30,  1.35s/it, loss=0.818, pair=0.001, adv=4.377, sprd=0.029]
Ep 035/60 [S2:+mat]:  67%|██ | 223/333 [05:11<02:34,  1.41s/it, loss=0.818, pair=0.001, adv=4.377, sprd=0.029]
Ep 035/60 [S2:+mat]:  67%|██ | 223/333 [05:12<02:34,  1.41s/it, loss=0.716, pair=0.001, adv=4.212, sprd=0.023]
Ep 035/60 [S2:+mat]:  67%|██ | 224/333 [05:12<02:29,  1.37s/it, loss=0.716, pair=0.001, adv=4.212, sprd=0.023]
Ep 035/60 [S2:+mat]:  67%|██ | 224/333 [05:14<02:29,  1.37s/it, loss=0.720, pair=0.005, adv=4.538, sprd=0.024]
Ep 035/60 [S2:+mat]:  68%|██ | 225/333 [05:14<02:33,  1.42s/it, loss=0.720, pair=0.005, adv=4.538, sprd=0.024]
Ep 035/60 [S2:+mat]:  68%|██ | 225/333 [05:15<02:33,  1.42s/it, loss=0.718, pair=0.001, adv=3.562, sprd=0.023]
Ep 035/60 [S2:+mat]:  68%|██ | 226/333 [05:15<02:26,  1.37s/it, loss=0.718, pair=0.001, adv=3.562, sprd=0.023]
Ep 035/60 [S2:+mat]:  68%|██ | 226/333 [05:17<02:26,  1.37s/it, loss=0.729, pair=0.001, adv=4.485, sprd=0.026]
Ep 035/60 [S2:+mat]:  68%|██ | 227/333 [05:17<02:29,  1.41s/it, loss=0.729, pair=0.001, adv=4.485, sprd=0.026]
Ep 035/60 [S2:+mat]:  68%|██ | 227/333 [05:18<02:29,  1.41s/it, loss=0.708, pair=0.008, adv=3.984, sprd=0.021]
Ep 035/60 [S2:+mat]:  68%|██ | 228/333 [05:18<02:22,  1.36s/it, loss=0.708, pair=0.008, adv=3.984, sprd=0.021]
Ep 035/60 [S2:+mat]:  68%|██ | 228/333 [05:19<02:22,  1.36s/it, loss=0.700, pair=0.004, adv=3.784, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 229/333 [05:19<02:27,  1.42s/it, loss=0.700, pair=0.004, adv=3.784, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 229/333 [05:21<02:27,  1.42s/it, loss=0.711, pair=0.004, adv=4.001, sprd=0.022]
Ep 035/60 [S2:+mat]:  69%|██ | 230/333 [05:21<02:21,  1.37s/it, loss=0.711, pair=0.004, adv=4.001, sprd=0.022]
Ep 035/60 [S2:+mat]:  69%|██ | 230/333 [05:22<02:21,  1.37s/it, loss=0.690, pair=0.002, adv=4.282, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 231/333 [05:22<02:25,  1.43s/it, loss=0.690, pair=0.002, adv=4.282, sprd=0.018]
Ep 035/60 [S2:+mat]:  69%|██ | 231/333 [05:23<02:25,  1.43s/it, loss=0.716, pair=0.003, adv=3.921, sprd=0.020]
Ep 035/60 [S2:+mat]:  70%|██ | 232/333 [05:23<02:17,  1.36s/it, loss=0.716, pair=0.003, adv=3.921, sprd=0.020]
Ep 035/60 [S2:+mat]:  70%|██ | 232/333 [05:25<02:17,  1.36s/it, loss=0.712, pair=0.006, adv=4.192, sprd=0.020]
Ep 035/60 [S2:+mat]:  70%|██ | 233/333 [05:25<02:19,  1.39s/it, loss=0.712, pair=0.006, adv=4.192, sprd=0.020]
Ep 035/60 [S2:+mat]:  70%|██ | 233/333 [05:26<02:19,  1.39s/it, loss=0.716, pair=0.004, adv=4.095, sprd=0.023]
Ep 035/60 [S2:+mat]:  70%|██ | 234/333 [05:26<01:55,  1.16s/it, loss=0.716, pair=0.004, adv=4.095, sprd=0.023]
Ep 035/60 [S2:+mat]:  70%|██ | 234/333 [05:26<01:55,  1.16s/it, loss=0.749, pair=0.006, adv=4.290, sprd=0.031]
Ep 035/60 [S2:+mat]:  71%|██ | 235/333 [05:26<01:42,  1.05s/it, loss=0.749, pair=0.006, adv=4.290, sprd=0.031]
Ep 035/60 [S2:+mat]:  71%|██ | 235/333 [05:27<01:42,  1.05s/it, loss=0.734, pair=0.002, adv=4.177, sprd=0.026]
Ep 035/60 [S2:+mat]:  71%|██▏| 236/333 [05:27<01:28,  1.09it/s, loss=0.734, pair=0.002, adv=4.177, sprd=0.026]
Ep 035/60 [S2:+mat]:  71%|██▏| 236/333 [05:28<01:28,  1.09it/s, loss=0.723, pair=0.000, adv=4.167, sprd=0.021]
Ep 035/60 [S2:+mat]:  71%|██▏| 237/333 [05:28<01:23,  1.16it/s, loss=0.723, pair=0.000, adv=4.167, sprd=0.021]
Ep 035/60 [S2:+mat]:  71%|██▏| 237/333 [05:28<01:23,  1.16it/s, loss=0.713, pair=0.002, adv=3.898, sprd=0.019]
Ep 035/60 [S2:+mat]:  71%|██▏| 238/333 [05:28<01:14,  1.28it/s, loss=0.713, pair=0.002, adv=3.898, sprd=0.019]
Ep 035/60 [S2:+mat]:  71%|██▏| 238/333 [05:29<01:14,  1.28it/s, loss=0.778, pair=0.007, adv=3.975, sprd=0.017]
Ep 035/60 [S2:+mat]:  72%|██▏| 239/333 [05:29<01:12,  1.31it/s, loss=0.778, pair=0.007, adv=3.975, sprd=0.017]
Ep 035/60 [S2:+mat]:  72%|██▏| 239/333 [05:30<01:12,  1.31it/s, loss=0.738, pair=0.000, adv=4.152, sprd=0.028]
Ep 035/60 [S2:+mat]:  72%|██▏| 240/333 [05:30<01:07,  1.38it/s, loss=0.738, pair=0.000, adv=4.152, sprd=0.028]
Ep 035/60 [S2:+mat]:  72%|██▏| 240/333 [05:30<01:07,  1.38it/s, loss=0.741, pair=0.001, adv=4.214, sprd=0.027]
Ep 035/60 [S2:+mat]:  72%|██▏| 241/333 [05:30<01:07,  1.36it/s, loss=0.741, pair=0.001, adv=4.214, sprd=0.027]
Ep 035/60 [S2:+mat]:  72%|██▏| 241/333 [05:31<01:07,  1.36it/s, loss=0.696, pair=0.000, adv=3.985, sprd=0.017]
Ep 035/60 [S2:+mat]:  73%|██▏| 242/333 [05:31<01:02,  1.45it/s, loss=0.696, pair=0.000, adv=3.985, sprd=0.017]
Ep 035/60 [S2:+mat]:  73%|██▏| 242/333 [05:32<01:02,  1.45it/s, loss=0.701, pair=0.009, adv=3.828, sprd=0.020]
Ep 035/60 [S2:+mat]:  73%|██▏| 243/333 [05:32<01:03,  1.42it/s, loss=0.701, pair=0.009, adv=3.828, sprd=0.020]
Ep 035/60 [S2:+mat]:  73%|██▏| 243/333 [05:32<01:03,  1.42it/s, loss=0.743, pair=0.007, adv=3.997, sprd=0.029]
Ep 035/60 [S2:+mat]:  73%|██▏| 244/333 [05:32<01:00,  1.48it/s, loss=0.743, pair=0.007, adv=3.997, sprd=0.029]
Ep 035/60 [S2:+mat]:  73%|██▏| 244/333 [05:33<01:00,  1.48it/s, loss=0.732, pair=0.019, adv=4.258, sprd=0.026]
Ep 035/60 [S2:+mat]:  74%|██▏| 245/333 [05:33<01:03,  1.40it/s, loss=0.732, pair=0.019, adv=4.258, sprd=0.026]
Ep 035/60 [S2:+mat]:  74%|██▏| 245/333 [05:34<01:03,  1.40it/s, loss=0.731, pair=0.010, adv=4.015, sprd=0.025]
Ep 035/60 [S2:+mat]:  74%|██▏| 246/333 [05:34<00:59,  1.45it/s, loss=0.731, pair=0.010, adv=4.015, sprd=0.025]
Ep 035/60 [S2:+mat]:  74%|██▏| 246/333 [05:35<00:59,  1.45it/s, loss=0.720, pair=0.011, adv=4.306, sprd=0.022]
Ep 035/60 [S2:+mat]:  74%|██▏| 247/333 [05:35<01:01,  1.39it/s, loss=0.720, pair=0.011, adv=4.306, sprd=0.022]
Ep 035/60 [S2:+mat]:  74%|██▏| 247/333 [05:35<01:01,  1.39it/s, loss=0.719, pair=0.000, adv=4.162, sprd=0.024]
Ep 035/60 [S2:+mat]:  74%|██▏| 248/333 [05:35<00:58,  1.46it/s, loss=0.719, pair=0.000, adv=4.162, sprd=0.024]
Ep 035/60 [S2:+mat]:  74%|██▏| 248/333 [05:36<00:58,  1.46it/s, loss=0.787, pair=0.011, adv=4.302, sprd=0.020]
Ep 035/60 [S2:+mat]:  75%|██▏| 249/333 [05:36<00:58,  1.43it/s, loss=0.787, pair=0.011, adv=4.302, sprd=0.020]
Ep 035/60 [S2:+mat]:  75%|██▏| 249/333 [05:37<00:58,  1.43it/s, loss=0.723, pair=0.005, adv=3.777, sprd=0.024]
Ep 035/60 [S2:+mat]:  75%|██▎| 250/333 [05:37<00:55,  1.48it/s, loss=0.723, pair=0.005, adv=3.777, sprd=0.024]
Ep 035/60 [S2:+mat]:  75%|██▎| 250/333 [05:37<00:55,  1.48it/s, loss=0.698, pair=0.000, adv=4.027, sprd=0.017]
Ep 035/60 [S2:+mat]:  75%|██▎| 251/333 [05:37<00:56,  1.44it/s, loss=0.698, pair=0.000, adv=4.027, sprd=0.017]
Ep 035/60 [S2:+mat]:  75%|██▎| 251/333 [05:38<00:56,  1.44it/s, loss=0.734, pair=0.004, adv=4.016, sprd=0.028]
Ep 035/60 [S2:+mat]:  76%|██▎| 252/333 [05:38<00:54,  1.49it/s, loss=0.734, pair=0.004, adv=4.016, sprd=0.028]
Ep 035/60 [S2:+mat]:  76%|██▎| 252/333 [05:39<00:54,  1.49it/s, loss=0.706, pair=0.002, adv=4.275, sprd=0.021]
Ep 035/60 [S2:+mat]:  76%|██▎| 253/333 [05:39<00:57,  1.40it/s, loss=0.706, pair=0.002, adv=4.275, sprd=0.021]
Ep 035/60 [S2:+mat]:  76%|██▎| 253/333 [05:39<00:57,  1.40it/s, loss=0.722, pair=0.002, adv=4.063, sprd=0.025]
Ep 035/60 [S2:+mat]:  76%|██▎| 254/333 [05:39<00:53,  1.47it/s, loss=0.722, pair=0.002, adv=4.063, sprd=0.025]
Ep 035/60 [S2:+mat]:  76%|██▎| 254/333 [05:40<00:53,  1.47it/s, loss=0.721, pair=0.001, adv=3.867, sprd=0.021]
Ep 035/60 [S2:+mat]:  77%|██▎| 255/333 [05:40<00:55,  1.42it/s, loss=0.721, pair=0.001, adv=3.867, sprd=0.021]
Ep 035/60 [S2:+mat]:  77%|██▎| 255/333 [05:41<00:55,  1.42it/s, loss=0.751, pair=0.005, adv=4.101, sprd=0.031]
Ep 035/60 [S2:+mat]:  77%|██▎| 256/333 [05:41<00:52,  1.47it/s, loss=0.751, pair=0.005, adv=4.101, sprd=0.031]
Ep 035/60 [S2:+mat]:  77%|██▎| 256/333 [05:41<00:52,  1.47it/s, loss=0.700, pair=0.002, adv=3.734, sprd=0.019]
Ep 035/60 [S2:+mat]:  77%|██▎| 257/333 [05:41<00:53,  1.41it/s, loss=0.700, pair=0.002, adv=3.734, sprd=0.019]
Ep 035/60 [S2:+mat]:  77%|██▎| 257/333 [05:42<00:53,  1.41it/s, loss=0.702, pair=0.004, adv=3.874, sprd=0.018]
Ep 035/60 [S2:+mat]:  77%|██▎| 258/333 [05:42<00:50,  1.49it/s, loss=0.702, pair=0.004, adv=3.874, sprd=0.018]
Ep 035/60 [S2:+mat]:  77%|██▎| 258/333 [05:43<00:50,  1.49it/s, loss=0.725, pair=0.000, adv=3.956, sprd=0.025]
Ep 035/60 [S2:+mat]:  78%|██▎| 259/333 [05:43<00:53,  1.37it/s, loss=0.725, pair=0.000, adv=3.956, sprd=0.025]
Ep 035/60 [S2:+mat]:  78%|██▎| 259/333 [05:44<00:53,  1.37it/s, loss=0.726, pair=0.007, adv=3.967, sprd=0.025]
Ep 035/60 [S2:+mat]:  78%|██▎| 260/333 [05:44<00:50,  1.45it/s, loss=0.726, pair=0.007, adv=3.967, sprd=0.025]
Ep 035/60 [S2:+mat]:  78%|██▎| 260/333 [05:44<00:50,  1.45it/s, loss=0.790, pair=0.009, adv=3.857, sprd=0.023]
Ep 035/60 [S2:+mat]:  78%|██▎| 261/333 [05:44<00:50,  1.42it/s, loss=0.790, pair=0.009, adv=3.857, sprd=0.023]
Ep 035/60 [S2:+mat]:  78%|██▎| 261/333 [05:45<00:50,  1.42it/s, loss=0.719, pair=0.010, adv=3.885, sprd=0.022]
Ep 035/60 [S2:+mat]:  79%|██▎| 262/333 [05:45<00:47,  1.48it/s, loss=0.719, pair=0.010, adv=3.885, sprd=0.022]
Ep 035/60 [S2:+mat]:  79%|██▎| 262/333 [05:46<00:47,  1.48it/s, loss=0.717, pair=0.014, adv=3.905, sprd=0.022]
Ep 035/60 [S2:+mat]:  79%|██▎| 263/333 [05:46<00:50,  1.38it/s, loss=0.717, pair=0.014, adv=3.905, sprd=0.022]
Ep 035/60 [S2:+mat]:  79%|██▎| 263/333 [05:46<00:50,  1.38it/s, loss=0.713, pair=0.005, adv=3.854, sprd=0.021]
Ep 035/60 [S2:+mat]:  79%|██▍| 264/333 [05:46<00:47,  1.46it/s, loss=0.713, pair=0.005, adv=3.854, sprd=0.021]
Ep 035/60 [S2:+mat]:  79%|██▍| 264/333 [05:47<00:47,  1.46it/s, loss=0.715, pair=0.005, adv=3.671, sprd=0.020]
Ep 035/60 [S2:+mat]:  80%|██▍| 265/333 [05:47<00:49,  1.37it/s, loss=0.715, pair=0.005, adv=3.671, sprd=0.020]
Ep 035/60 [S2:+mat]:  80%|██▍| 265/333 [05:48<00:49,  1.37it/s, loss=0.725, pair=0.004, adv=3.804, sprd=0.025]
Ep 035/60 [S2:+mat]:  80%|██▍| 266/333 [05:48<00:46,  1.44it/s, loss=0.725, pair=0.004, adv=3.804, sprd=0.025]
Ep 035/60 [S2:+mat]:  80%|██▍| 266/333 [05:49<00:46,  1.44it/s, loss=0.711, pair=0.015, adv=3.872, sprd=0.021]
Ep 035/60 [S2:+mat]:  80%|██▍| 267/333 [05:49<00:47,  1.39it/s, loss=0.711, pair=0.015, adv=3.872, sprd=0.021]
Ep 035/60 [S2:+mat]:  80%|██▍| 267/333 [05:49<00:47,  1.39it/s, loss=0.730, pair=0.003, adv=3.788, sprd=0.026]
Ep 035/60 [S2:+mat]:  80%|██▍| 268/333 [05:49<00:44,  1.45it/s, loss=0.730, pair=0.003, adv=3.788, sprd=0.026]
Ep 035/60 [S2:+mat]:  80%|██▍| 268/333 [05:50<00:44,  1.45it/s, loss=0.741, pair=0.000, adv=3.874, sprd=0.029]
Ep 035/60 [S2:+mat]:  81%|██▍| 269/333 [05:50<00:46,  1.39it/s, loss=0.741, pair=0.000, adv=3.874, sprd=0.029]
Ep 035/60 [S2:+mat]:  81%|██▍| 269/333 [05:51<00:46,  1.39it/s, loss=0.735, pair=0.011, adv=3.873, sprd=0.026]
Ep 035/60 [S2:+mat]:  81%|██▍| 270/333 [05:51<00:43,  1.45it/s, loss=0.735, pair=0.011, adv=3.873, sprd=0.026]
Ep 035/60 [S2:+mat]:  81%|██▍| 270/333 [05:51<00:43,  1.45it/s, loss=0.708, pair=0.005, adv=3.829, sprd=0.020]
Ep 035/60 [S2:+mat]:  81%|██▍| 271/333 [05:51<00:44,  1.40it/s, loss=0.708, pair=0.005, adv=3.829, sprd=0.020]
Ep 035/60 [S2:+mat]:  81%|██▍| 271/333 [05:52<00:44,  1.40it/s, loss=0.713, pair=0.006, adv=3.690, sprd=0.021]
Ep 035/60 [S2:+mat]:  82%|██▍| 272/333 [05:52<00:41,  1.47it/s, loss=0.713, pair=0.006, adv=3.690, sprd=0.021]
Ep 035/60 [S2:+mat]:  82%|██▍| 272/333 [05:53<00:41,  1.47it/s, loss=0.708, pair=0.002, adv=3.939, sprd=0.021]
Ep 035/60 [S2:+mat]:  82%|██▍| 273/333 [05:53<00:42,  1.41it/s, loss=0.708, pair=0.002, adv=3.939, sprd=0.021]
Ep 035/60 [S2:+mat]:  82%|██▍| 273/333 [05:53<00:42,  1.41it/s, loss=0.722, pair=0.006, adv=3.582, sprd=0.026]
Ep 035/60 [S2:+mat]:  82%|██▍| 274/333 [05:53<00:39,  1.48it/s, loss=0.722, pair=0.006, adv=3.582, sprd=0.026]
Ep 035/60 [S2:+mat]:  82%|██▍| 274/333 [05:54<00:39,  1.48it/s, loss=0.710, pair=0.008, adv=3.856, sprd=0.020]
Ep 035/60 [S2:+mat]:  83%|██▍| 275/333 [05:54<00:42,  1.37it/s, loss=0.710, pair=0.008, adv=3.856, sprd=0.020]
Ep 035/60 [S2:+mat]:  83%|██▍| 275/333 [05:55<00:42,  1.37it/s, loss=0.703, pair=0.000, adv=3.876, sprd=0.020]
Ep 035/60 [S2:+mat]:  83%|██▍| 276/333 [05:55<00:39,  1.46it/s, loss=0.703, pair=0.000, adv=3.876, sprd=0.020]
Ep 035/60 [S2:+mat]:  83%|██▍| 276/333 [05:56<00:39,  1.46it/s, loss=0.809, pair=0.002, adv=3.918, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▍| 277/333 [05:56<00:40,  1.40it/s, loss=0.809, pair=0.002, adv=3.918, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▍| 277/333 [05:56<00:40,  1.40it/s, loss=0.720, pair=0.005, adv=3.802, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▌| 278/333 [05:56<00:37,  1.47it/s, loss=0.720, pair=0.005, adv=3.802, sprd=0.024]
Ep 035/60 [S2:+mat]:  83%|██▌| 278/333 [05:57<00:37,  1.47it/s, loss=0.701, pair=0.001, adv=3.870, sprd=0.020]
Ep 035/60 [S2:+mat]:  84%|██▌| 279/333 [05:57<00:38,  1.42it/s, loss=0.701, pair=0.001, adv=3.870, sprd=0.020]
Ep 035/60 [S2:+mat]:  84%|██▌| 279/333 [05:57<00:38,  1.42it/s, loss=0.720, pair=0.000, adv=3.850, sprd=0.024]
Ep 035/60 [S2:+mat]:  84%|██▌| 280/333 [05:57<00:35,  1.49it/s, loss=0.720, pair=0.000, adv=3.850, sprd=0.024]
Ep 035/60 [S2:+mat]:  84%|██▌| 280/333 [05:58<00:35,  1.49it/s, loss=0.720, pair=0.001, adv=3.732, sprd=0.025]
Ep 035/60 [S2:+mat]:  84%|██▌| 281/333 [05:58<00:36,  1.42it/s, loss=0.720, pair=0.001, adv=3.732, sprd=0.025]
Ep 035/60 [S2:+mat]:  84%|██▌| 281/333 [05:59<00:36,  1.42it/s, loss=0.724, pair=0.003, adv=4.010, sprd=0.024]
Ep 035/60 [S2:+mat]:  85%|██▌| 282/333 [05:59<00:34,  1.48it/s, loss=0.724, pair=0.003, adv=4.010, sprd=0.024]
Ep 035/60 [S2:+mat]:  85%|██▌| 282/333 [06:00<00:34,  1.48it/s, loss=0.701, pair=0.000, adv=3.704, sprd=0.019]
Ep 035/60 [S2:+mat]:  85%|██▌| 283/333 [06:00<00:35,  1.40it/s, loss=0.701, pair=0.000, adv=3.704, sprd=0.019]
Ep 035/60 [S2:+mat]:  85%|██▌| 283/333 [06:00<00:35,  1.40it/s, loss=0.718, pair=0.004, adv=3.930, sprd=0.024]
Ep 035/60 [S2:+mat]:  85%|██▌| 284/333 [06:00<00:33,  1.46it/s, loss=0.718, pair=0.004, adv=3.930, sprd=0.024]
Ep 035/60 [S2:+mat]:  85%|██▌| 284/333 [06:01<00:33,  1.46it/s, loss=0.722, pair=0.000, adv=3.922, sprd=0.026]
Ep 035/60 [S2:+mat]:  86%|██▌| 285/333 [06:01<00:34,  1.41it/s, loss=0.722, pair=0.000, adv=3.922, sprd=0.026]
Ep 035/60 [S2:+mat]:  86%|██▌| 285/333 [06:02<00:34,  1.41it/s, loss=0.694, pair=0.003, adv=3.839, sprd=0.017]
Ep 035/60 [S2:+mat]:  86%|██▌| 286/333 [06:02<00:31,  1.49it/s, loss=0.694, pair=0.003, adv=3.839, sprd=0.017]
Ep 035/60 [S2:+mat]:  86%|██▌| 286/333 [06:02<00:31,  1.49it/s, loss=0.708, pair=0.002, adv=3.979, sprd=0.023]
Ep 035/60 [S2:+mat]:  86%|██▌| 287/333 [06:02<00:32,  1.40it/s, loss=0.708, pair=0.002, adv=3.979, sprd=0.023]
Ep 035/60 [S2:+mat]:  86%|██▌| 287/333 [06:03<00:32,  1.40it/s, loss=0.706, pair=0.002, adv=3.977, sprd=0.019]
Ep 035/60 [S2:+mat]:  86%|██▌| 288/333 [06:03<00:30,  1.47it/s, loss=0.706, pair=0.002, adv=3.977, sprd=0.019]
Ep 035/60 [S2:+mat]:  86%|██▌| 288/333 [06:04<00:30,  1.47it/s, loss=0.742, pair=0.005, adv=4.086, sprd=0.030]
Ep 035/60 [S2:+mat]:  87%|██▌| 289/333 [06:04<00:31,  1.38it/s, loss=0.742, pair=0.005, adv=4.086, sprd=0.030]
Ep 035/60 [S2:+mat]:  87%|██▌| 289/333 [06:04<00:31,  1.38it/s, loss=0.718, pair=0.003, adv=3.980, sprd=0.023]
Ep 035/60 [S2:+mat]:  87%|██▌| 290/333 [06:04<00:29,  1.44it/s, loss=0.718, pair=0.003, adv=3.980, sprd=0.023]
Ep 035/60 [S2:+mat]:  87%|██▌| 290/333 [06:05<00:29,  1.44it/s, loss=0.732, pair=0.000, adv=3.822, sprd=0.022]
Ep 035/60 [S2:+mat]:  87%|██▌| 291/333 [06:05<00:29,  1.40it/s, loss=0.732, pair=0.000, adv=3.822, sprd=0.022]
Ep 035/60 [S2:+mat]:  87%|██▌| 291/333 [06:06<00:29,  1.40it/s, loss=0.711, pair=0.002, adv=4.130, sprd=0.021]
Ep 035/60 [S2:+mat]:  88%|██▋| 292/333 [06:06<00:28,  1.46it/s, loss=0.711, pair=0.002, adv=4.130, sprd=0.021]
Ep 035/60 [S2:+mat]:  88%|██▋| 292/333 [06:07<00:28,  1.46it/s, loss=0.718, pair=0.001, adv=3.905, sprd=0.025]
Ep 035/60 [S2:+mat]:  88%|██▋| 293/333 [06:07<00:29,  1.37it/s, loss=0.718, pair=0.001, adv=3.905, sprd=0.025]
Ep 035/60 [S2:+mat]:  88%|██▋| 293/333 [06:07<00:29,  1.37it/s, loss=0.708, pair=0.001, adv=3.584, sprd=0.022]
Ep 035/60 [S2:+mat]:  88%|██▋| 294/333 [06:07<00:26,  1.46it/s, loss=0.708, pair=0.001, adv=3.584, sprd=0.022]
Ep 035/60 [S2:+mat]:  88%|██▋| 294/333 [06:08<00:26,  1.46it/s, loss=0.788, pair=0.013, adv=4.152, sprd=0.019]
Ep 035/60 [S2:+mat]:  89%|██▋| 295/333 [06:08<00:27,  1.40it/s, loss=0.788, pair=0.013, adv=4.152, sprd=0.019]
Ep 035/60 [S2:+mat]:  89%|██▋| 295/333 [06:09<00:27,  1.40it/s, loss=0.744, pair=0.005, adv=3.437, sprd=0.028]
Ep 035/60 [S2:+mat]:  89%|██▋| 296/333 [06:09<00:25,  1.44it/s, loss=0.744, pair=0.005, adv=3.437, sprd=0.028]
Ep 035/60 [S2:+mat]:  89%|██▋| 296/333 [06:10<00:25,  1.44it/s, loss=0.743, pair=0.000, adv=3.723, sprd=0.029]
Ep 035/60 [S2:+mat]:  89%|██▋| 297/333 [06:10<00:26,  1.37it/s, loss=0.743, pair=0.000, adv=3.723, sprd=0.029]
Ep 035/60 [S2:+mat]:  89%|██▋| 297/333 [06:10<00:26,  1.37it/s, loss=0.681, pair=0.000, adv=3.681, sprd=0.015]
Ep 035/60 [S2:+mat]:  89%|██▋| 298/333 [06:10<00:23,  1.49it/s, loss=0.681, pair=0.000, adv=3.681, sprd=0.015]
Ep 035/60 [S2:+mat]:  89%|██▋| 298/333 [06:11<00:23,  1.49it/s, loss=0.731, pair=0.001, adv=3.949, sprd=0.025]
Ep 035/60 [S2:+mat]:  90%|██▋| 299/333 [06:11<00:23,  1.42it/s, loss=0.731, pair=0.001, adv=3.949, sprd=0.025]
Ep 035/60 [S2:+mat]:  90%|██▋| 299/333 [06:11<00:23,  1.42it/s, loss=0.741, pair=0.001, adv=3.587, sprd=0.028]
Ep 035/60 [S2:+mat]:  90%|██▋| 300/333 [06:11<00:22,  1.46it/s, loss=0.741, pair=0.001, adv=3.587, sprd=0.028]
Ep 035/60 [S2:+mat]:  90%|██▋| 300/333 [06:12<00:22,  1.46it/s, loss=0.738, pair=0.000, adv=3.569, sprd=0.030]
Ep 035/60 [S2:+mat]:  90%|██▋| 301/333 [06:12<00:22,  1.40it/s, loss=0.738, pair=0.000, adv=3.569, sprd=0.030]
Ep 035/60 [S2:+mat]:  90%|██▋| 301/333 [06:13<00:22,  1.40it/s, loss=0.722, pair=0.001, adv=3.782, sprd=0.026]
Ep 035/60 [S2:+mat]:  91%|██▋| 302/333 [06:13<00:21,  1.41it/s, loss=0.722, pair=0.001, adv=3.782, sprd=0.026]
Ep 035/60 [S2:+mat]:  91%|██▋| 302/333 [06:14<00:21,  1.41it/s, loss=0.686, pair=0.001, adv=3.648, sprd=0.016]
Ep 035/60 [S2:+mat]:  91%|██▋| 303/333 [06:14<00:22,  1.35it/s, loss=0.686, pair=0.001, adv=3.648, sprd=0.016]
Ep 035/60 [S2:+mat]:  91%|██▋| 303/333 [06:14<00:22,  1.35it/s, loss=0.750, pair=0.002, adv=3.935, sprd=0.029]
Ep 035/60 [S2:+mat]:  91%|██▋| 304/333 [06:14<00:20,  1.42it/s, loss=0.750, pair=0.002, adv=3.935, sprd=0.029]
Ep 035/60 [S2:+mat]:  91%|██▋| 304/333 [06:15<00:20,  1.42it/s, loss=0.722, pair=0.002, adv=3.653, sprd=0.027]
Ep 035/60 [S2:+mat]:  92%|██▋| 305/333 [06:15<00:20,  1.39it/s, loss=0.722, pair=0.002, adv=3.653, sprd=0.027]
Ep 035/60 [S2:+mat]:  92%|██▋| 305/333 [06:16<00:20,  1.39it/s, loss=0.711, pair=0.001, adv=3.906, sprd=0.021]
Ep 035/60 [S2:+mat]:  92%|██▊| 306/333 [06:16<00:18,  1.46it/s, loss=0.711, pair=0.001, adv=3.906, sprd=0.021]
Ep 035/60 [S2:+mat]:  92%|██▊| 306/333 [06:17<00:18,  1.46it/s, loss=0.712, pair=0.010, adv=3.769, sprd=0.023]
Ep 035/60 [S2:+mat]:  92%|██▊| 307/333 [06:17<00:18,  1.40it/s, loss=0.712, pair=0.010, adv=3.769, sprd=0.023]
Ep 035/60 [S2:+mat]:  92%|██▊| 307/333 [06:17<00:18,  1.40it/s, loss=0.705, pair=0.011, adv=3.721, sprd=0.019]
Ep 035/60 [S2:+mat]:  92%|██▊| 308/333 [06:17<00:16,  1.50it/s, loss=0.705, pair=0.011, adv=3.721, sprd=0.019]
Ep 035/60 [S2:+mat]:  92%|██▊| 308/333 [06:18<00:16,  1.50it/s, loss=0.722, pair=0.002, adv=3.965, sprd=0.022]
Ep 035/60 [S2:+mat]:  93%|██▊| 309/333 [06:18<00:17,  1.40it/s, loss=0.722, pair=0.002, adv=3.965, sprd=0.022]
Ep 035/60 [S2:+mat]:  93%|██▊| 309/333 [06:19<00:17,  1.40it/s, loss=0.728, pair=0.011, adv=3.888, sprd=0.025]
Ep 035/60 [S2:+mat]:  93%|██▊| 310/333 [06:19<00:15,  1.48it/s, loss=0.728, pair=0.011, adv=3.888, sprd=0.025]
Ep 035/60 [S2:+mat]:  93%|██▊| 310/333 [06:19<00:15,  1.48it/s, loss=0.728, pair=0.003, adv=3.695, sprd=0.025]
Ep 035/60 [S2:+mat]:  93%|██▊| 311/333 [06:19<00:15,  1.40it/s, loss=0.728, pair=0.003, adv=3.695, sprd=0.025]
Ep 035/60 [S2:+mat]:  93%|██▊| 311/333 [06:20<00:15,  1.40it/s, loss=0.723, pair=0.005, adv=4.193, sprd=0.024]
Ep 035/60 [S2:+mat]:  94%|██▊| 312/333 [06:20<00:14,  1.47it/s, loss=0.723, pair=0.005, adv=4.193, sprd=0.024]
Ep 035/60 [S2:+mat]:  94%|██▊| 312/333 [06:21<00:14,  1.47it/s, loss=0.706, pair=0.005, adv=3.644, sprd=0.019]
Ep 035/60 [S2:+mat]:  94%|██▊| 313/333 [06:21<00:14,  1.37it/s, loss=0.706, pair=0.005, adv=3.644, sprd=0.019]
Ep 035/60 [S2:+mat]:  94%|██▊| 313/333 [06:21<00:14,  1.37it/s, loss=0.719, pair=0.001, adv=3.933, sprd=0.022]
Ep 035/60 [S2:+mat]:  94%|██▊| 314/333 [06:21<00:13,  1.39it/s, loss=0.719, pair=0.001, adv=3.933, sprd=0.022]
Ep 035/60 [S2:+mat]:  94%|██▊| 314/333 [06:22<00:13,  1.39it/s, loss=0.730, pair=0.010, adv=3.768, sprd=0.026]
Ep 035/60 [S2:+mat]:  95%|██▊| 315/333 [06:22<00:13,  1.30it/s, loss=0.730, pair=0.010, adv=3.768, sprd=0.026]
Ep 035/60 [S2:+mat]:  95%|██▊| 315/333 [06:23<00:13,  1.30it/s, loss=0.715, pair=0.011, adv=3.910, sprd=0.022]
Ep 035/60 [S2:+mat]:  95%|██▊| 316/333 [06:23<00:12,  1.35it/s, loss=0.715, pair=0.011, adv=3.910, sprd=0.022]
Ep 035/60 [S2:+mat]:  95%|██▊| 316/333 [06:24<00:12,  1.35it/s, loss=0.716, pair=0.000, adv=3.908, sprd=0.024]
Ep 035/60 [S2:+mat]:  95%|██▊| 317/333 [06:24<00:12,  1.30it/s, loss=0.716, pair=0.000, adv=3.908, sprd=0.024]
Ep 035/60 [S2:+mat]:  95%|██▊| 317/333 [06:25<00:12,  1.30it/s, loss=0.712, pair=0.018, adv=3.443, sprd=0.021]
Ep 035/60 [S2:+mat]:  95%|██▊| 318/333 [06:25<00:11,  1.35it/s, loss=0.712, pair=0.018, adv=3.443, sprd=0.021]
Ep 035/60 [S2:+mat]:  95%|██▊| 318/333 [06:25<00:11,  1.35it/s, loss=0.807, pair=0.010, adv=3.883, sprd=0.025]
Ep 035/60 [S2:+mat]:  96%|██▊| 319/333 [06:25<00:10,  1.28it/s, loss=0.807, pair=0.010, adv=3.883, sprd=0.025]
Ep 035/60 [S2:+mat]:  96%|██▊| 319/333 [06:26<00:10,  1.28it/s, loss=0.746, pair=0.003, adv=3.879, sprd=0.031]
Ep 035/60 [S2:+mat]:  96%|██▉| 320/333 [06:26<00:09,  1.32it/s, loss=0.746, pair=0.003, adv=3.879, sprd=0.031]
Ep 035/60 [S2:+mat]:  96%|██▉| 320/333 [06:27<00:09,  1.32it/s, loss=0.719, pair=0.002, adv=3.990, sprd=0.025]
Ep 035/60 [S2:+mat]:  96%|██▉| 321/333 [06:27<00:09,  1.22it/s, loss=0.719, pair=0.002, adv=3.990, sprd=0.025]
Ep 035/60 [S2:+mat]:  96%|██▉| 321/333 [06:28<00:09,  1.22it/s, loss=0.702, pair=0.000, adv=3.857, sprd=0.019]
Ep 035/60 [S2:+mat]:  97%|██▉| 322/333 [06:28<00:08,  1.30it/s, loss=0.702, pair=0.000, adv=3.857, sprd=0.019]
Ep 035/60 [S2:+mat]:  97%|██▉| 322/333 [06:29<00:08,  1.30it/s, loss=0.703, pair=0.000, adv=3.651, sprd=0.021]
Ep 035/60 [S2:+mat]:  97%|██▉| 323/333 [06:29<00:08,  1.21it/s, loss=0.703, pair=0.000, adv=3.651, sprd=0.021]
Ep 035/60 [S2:+mat]:  97%|██▉| 323/333 [06:29<00:08,  1.21it/s, loss=0.722, pair=0.000, adv=3.867, sprd=0.024]
Ep 035/60 [S2:+mat]:  97%|██▉| 324/333 [06:29<00:07,  1.28it/s, loss=0.722, pair=0.000, adv=3.867, sprd=0.024]
Ep 035/60 [S2:+mat]:  97%|██▉| 324/333 [06:30<00:07,  1.28it/s, loss=0.728, pair=0.001, adv=3.537, sprd=0.025]
Ep 035/60 [S2:+mat]:  98%|██▉| 325/333 [06:30<00:06,  1.23it/s, loss=0.728, pair=0.001, adv=3.537, sprd=0.025]
Ep 035/60 [S2:+mat]:  98%|██▉| 325/333 [06:31<00:06,  1.23it/s, loss=0.719, pair=0.005, adv=3.776, sprd=0.022]
Ep 035/60 [S2:+mat]:  98%|██▉| 326/333 [06:31<00:05,  1.29it/s, loss=0.719, pair=0.005, adv=3.776, sprd=0.022]
Ep 035/60 [S2:+mat]:  98%|██▉| 326/333 [06:32<00:05,  1.29it/s, loss=0.716, pair=0.001, adv=3.689, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 327/333 [06:32<00:04,  1.26it/s, loss=0.716, pair=0.001, adv=3.689, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 327/333 [06:32<00:04,  1.26it/s, loss=0.713, pair=0.005, adv=3.572, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 328/333 [06:32<00:03,  1.32it/s, loss=0.713, pair=0.005, adv=3.572, sprd=0.020]
Ep 035/60 [S2:+mat]:  98%|██▉| 328/333 [06:33<00:03,  1.32it/s, loss=0.710, pair=0.006, adv=3.711, sprd=0.020]
Ep 035/60 [S2:+mat]:  99%|██▉| 329/333 [06:33<00:03,  1.26it/s, loss=0.710, pair=0.006, adv=3.711, sprd=0.020]
Ep 035/60 [S2:+mat]:  99%|██▉| 329/333 [06:34<00:03,  1.26it/s, loss=0.730, pair=0.007, adv=3.792, sprd=0.026]
Ep 035/60 [S2:+mat]:  99%|██▉| 330/333 [06:34<00:02,  1.30it/s, loss=0.730, pair=0.007, adv=3.792, sprd=0.026]
Ep 035/60 [S2:+mat]:  99%|██▉| 330/333 [06:35<00:02,  1.30it/s, loss=0.729, pair=0.003, adv=3.552, sprd=0.025]
Ep 035/60 [S2:+mat]:  99%|██▉| 331/333 [06:35<00:01,  1.21it/s, loss=0.729, pair=0.003, adv=3.552, sprd=0.025]
Ep 035/60 [S2:+mat]:  99%|██▉| 331/333 [06:36<00:01,  1.21it/s, loss=0.721, pair=0.006, adv=4.072, sprd=0.024]
Ep 035/60 [S2:+mat]: 100%|██▉| 332/333 [06:36<00:00,  1.28it/s, loss=0.721, pair=0.006, adv=4.072, sprd=0.024]
Ep 035/60 [S2:+mat]: 100%|██▉| 332/333 [06:36<00:00,  1.28it/s, loss=0.695, pair=0.008, adv=3.563, sprd=0.017]
Ep 035/60 [S2:+mat]: 100%|███| 333/333 [06:36<00:00,  1.26it/s, loss=0.695, pair=0.008, adv=3.563, sprd=0.017]
                                                                                                              
Epoch 035/60 [S2:+mat]  loss=0.7252  mat=0.3277  sens=1.0177  pair=0.0076  adv=3.9873(rand=3.37)  deg=0.0085  orth=0.0016  spread=0.0233  q_mean=51.2  q_std=16.1  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.26e-05  397s

Ep 036/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 036/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.716, pair=0.001, adv=3.764, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<07:13,  1.31s/it, loss=0.716, pair=0.001, adv=3.764, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<07:13,  1.31s/it, loss=0.713, pair=0.010, adv=3.392, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   1%|  | 2/333 [00:01<05:08,  1.07it/s, loss=0.713, pair=0.010, adv=3.392, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   1%|  | 2/333 [00:02<05:08,  1.07it/s, loss=0.728, pair=0.001, adv=3.871, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   1%|  | 3/333 [00:02<05:00,  1.10it/s, loss=0.728, pair=0.001, adv=3.871, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   1%|  | 3/333 [00:03<05:00,  1.10it/s, loss=0.715, pair=0.008, adv=3.837, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   1%|  | 4/333 [00:03<04:29,  1.22it/s, loss=0.715, pair=0.008, adv=3.837, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   1%|  | 4/333 [00:04<04:29,  1.22it/s, loss=0.730, pair=0.005, adv=3.599, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   2%|  | 5/333 [00:04<04:37,  1.18it/s, loss=0.730, pair=0.005, adv=3.599, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   2%|  | 5/333 [00:05<04:37,  1.18it/s, loss=0.734, pair=0.002, adv=3.566, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   2%|  | 6/333 [00:05<04:19,  1.26it/s, loss=0.734, pair=0.002, adv=3.566, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   2%|  | 6/333 [00:06<04:19,  1.26it/s, loss=0.736, pair=0.003, adv=3.882, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:   2%|  | 7/333 [00:06<04:37,  1.17it/s, loss=0.736, pair=0.003, adv=3.882, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:   2%|  | 7/333 [00:06<04:37,  1.17it/s, loss=0.698, pair=0.002, adv=3.862, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   2%|  | 8/333 [00:06<04:18,  1.26it/s, loss=0.698, pair=0.002, adv=3.862, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   2%|  | 8/333 [00:07<04:18,  1.26it/s, loss=0.791, pair=0.005, adv=3.609, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   3%|  | 9/333 [00:07<04:19,  1.25it/s, loss=0.791, pair=0.005, adv=3.609, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   3%|  | 9/333 [00:08<04:19,  1.25it/s, loss=0.707, pair=0.005, adv=3.674, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   3%| | 10/333 [00:08<04:03,  1.32it/s, loss=0.707, pair=0.005, adv=3.674, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:   3%| | 10/333 [00:09<04:03,  1.32it/s, loss=0.784, pair=0.004, adv=3.539, sprd=0.017]
Ep 036/60 [S2→S3:ramp]:   3%| | 11/333 [00:09<04:11,  1.28it/s, loss=0.784, pair=0.004, adv=3.539, sprd=0.017]
Ep 036/60 [S2→S3:ramp]:   3%| | 11/333 [00:09<04:11,  1.28it/s, loss=0.703, pair=0.008, adv=3.530, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   4%| | 12/333 [00:09<03:58,  1.34it/s, loss=0.703, pair=0.008, adv=3.530, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   4%| | 12/333 [00:10<03:58,  1.34it/s, loss=0.746, pair=0.021, adv=3.737, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   4%| | 13/333 [00:10<04:13,  1.26it/s, loss=0.746, pair=0.021, adv=3.737, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   4%| | 13/333 [00:11<04:13,  1.26it/s, loss=0.727, pair=0.009, adv=3.755, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   4%| | 14/333 [00:11<03:53,  1.36it/s, loss=0.727, pair=0.009, adv=3.755, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   4%| | 14/333 [00:11<03:53,  1.36it/s, loss=0.706, pair=0.007, adv=3.748, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   5%| | 15/333 [00:11<03:54,  1.35it/s, loss=0.706, pair=0.007, adv=3.748, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:   5%| | 15/333 [00:12<03:54,  1.35it/s, loss=0.726, pair=0.016, adv=3.784, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   5%| | 16/333 [00:12<03:41,  1.43it/s, loss=0.726, pair=0.016, adv=3.784, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   5%| | 16/333 [00:13<03:41,  1.43it/s, loss=0.724, pair=0.011, adv=3.544, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   5%| | 17/333 [00:13<03:47,  1.39it/s, loss=0.724, pair=0.011, adv=3.544, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   5%| | 17/333 [00:13<03:47,  1.39it/s, loss=0.734, pair=0.001, adv=3.647, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   5%| | 18/333 [00:13<03:37,  1.45it/s, loss=0.734, pair=0.001, adv=3.647, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   5%| | 18/333 [00:14<03:37,  1.45it/s, loss=0.726, pair=0.000, adv=3.607, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   6%| | 19/333 [00:14<03:46,  1.39it/s, loss=0.726, pair=0.000, adv=3.607, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   6%| | 19/333 [00:15<03:46,  1.39it/s, loss=0.729, pair=0.003, adv=3.852, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   6%| | 20/333 [00:15<04:15,  1.22it/s, loss=0.729, pair=0.003, adv=3.852, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:   6%| | 20/333 [00:17<04:15,  1.22it/s, loss=0.718, pair=0.002, adv=3.693, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   6%| | 21/333 [00:17<05:06,  1.02it/s, loss=0.718, pair=0.002, adv=3.693, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   6%| | 21/333 [00:17<05:06,  1.02it/s, loss=0.710, pair=0.000, adv=3.395, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   7%| | 22/333 [00:17<04:28,  1.16it/s, loss=0.710, pair=0.000, adv=3.395, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:   7%| | 22/333 [00:19<04:28,  1.16it/s, loss=0.717, pair=0.000, adv=3.631, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   7%| | 23/333 [00:19<05:21,  1.04s/it, loss=0.717, pair=0.000, adv=3.631, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   7%| | 23/333 [00:20<05:21,  1.04s/it, loss=0.742, pair=0.003, adv=3.753, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   7%| | 24/333 [00:20<05:31,  1.07s/it, loss=0.742, pair=0.003, adv=3.753, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:   7%| | 24/333 [00:21<05:31,  1.07s/it, loss=0.726, pair=0.003, adv=3.743, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   8%| | 25/333 [00:21<05:54,  1.15s/it, loss=0.726, pair=0.003, adv=3.743, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:   8%| | 25/333 [00:22<05:54,  1.15s/it, loss=0.710, pair=0.001, adv=3.618, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   8%| | 26/333 [00:22<05:49,  1.14s/it, loss=0.710, pair=0.001, adv=3.618, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:   8%| | 26/333 [00:24<05:49,  1.14s/it, loss=0.721, pair=0.000, adv=3.606, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   8%| | 27/333 [00:24<06:16,  1.23s/it, loss=0.721, pair=0.000, adv=3.606, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:   8%| | 27/333 [00:25<06:16,  1.23s/it, loss=0.744, pair=0.003, adv=3.707, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   8%| | 28/333 [00:25<06:05,  1.20s/it, loss=0.744, pair=0.003, adv=3.707, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:   8%| | 28/333 [00:26<06:05,  1.20s/it, loss=0.689, pair=0.000, adv=3.315, sprd=0.016]
Ep 036/60 [S2→S3:ramp]:   9%| | 29/333 [00:26<06:12,  1.22s/it, loss=0.689, pair=0.000, adv=3.315, sprd=0.016]
Ep 036/60 [S2→S3:ramp]:   9%| | 29/333 [00:27<06:12,  1.22s/it, loss=0.697, pair=0.001, adv=3.621, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   9%| | 30/333 [00:27<05:34,  1.10s/it, loss=0.697, pair=0.001, adv=3.621, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:   9%| | 30/333 [00:28<05:34,  1.10s/it, loss=0.748, pair=0.001, adv=3.528, sprd=0.032]
Ep 036/60 [S2→S3:ramp]:   9%| | 31/333 [00:28<05:55,  1.18s/it, loss=0.748, pair=0.001, adv=3.528, sprd=0.032]
Ep 036/60 [S2→S3:ramp]:   9%| | 31/333 [00:29<05:55,  1.18s/it, loss=0.730, pair=0.000, adv=3.641, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  10%| | 32/333 [00:29<05:42,  1.14s/it, loss=0.730, pair=0.000, adv=3.641, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  10%| | 32/333 [00:31<05:42,  1.14s/it, loss=0.697, pair=0.000, adv=3.654, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  10%| | 33/333 [00:31<05:56,  1.19s/it, loss=0.697, pair=0.000, adv=3.654, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  10%| | 33/333 [00:32<05:56,  1.19s/it, loss=0.716, pair=0.000, adv=3.814, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  10%| | 34/333 [00:32<05:49,  1.17s/it, loss=0.716, pair=0.000, adv=3.814, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  10%| | 34/333 [00:33<05:49,  1.17s/it, loss=0.730, pair=0.002, adv=3.713, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  11%| | 35/333 [00:33<06:07,  1.23s/it, loss=0.730, pair=0.002, adv=3.713, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  11%| | 35/333 [00:34<06:07,  1.23s/it, loss=0.719, pair=0.001, adv=3.679, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  11%| | 36/333 [00:34<05:55,  1.20s/it, loss=0.719, pair=0.001, adv=3.679, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  11%| | 36/333 [00:36<05:55,  1.20s/it, loss=0.700, pair=0.001, adv=3.778, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  11%| | 37/333 [00:36<06:09,  1.25s/it, loss=0.700, pair=0.001, adv=3.778, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  11%| | 37/333 [00:37<06:09,  1.25s/it, loss=0.690, pair=0.001, adv=3.532, sprd=0.015]
Ep 036/60 [S2→S3:ramp]:  11%| | 38/333 [00:37<05:51,  1.19s/it, loss=0.690, pair=0.001, adv=3.532, sprd=0.015]
Ep 036/60 [S2→S3:ramp]:  11%| | 38/333 [00:38<05:51,  1.19s/it, loss=0.800, pair=0.000, adv=3.691, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  12%| | 39/333 [00:38<06:00,  1.23s/it, loss=0.800, pair=0.000, adv=3.691, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  12%| | 39/333 [00:39<06:00,  1.23s/it, loss=0.713, pair=0.000, adv=3.685, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  12%| | 40/333 [00:39<05:45,  1.18s/it, loss=0.713, pair=0.000, adv=3.685, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  12%| | 40/333 [00:40<05:45,  1.18s/it, loss=0.712, pair=0.000, adv=3.533, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  12%| | 41/333 [00:40<05:59,  1.23s/it, loss=0.712, pair=0.000, adv=3.533, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  12%| | 41/333 [00:42<05:59,  1.23s/it, loss=0.717, pair=0.000, adv=3.828, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:42<05:41,  1.17s/it, loss=0.717, pair=0.000, adv=3.828, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:43<05:41,  1.17s/it, loss=0.706, pair=0.001, adv=3.773, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:43<05:53,  1.22s/it, loss=0.706, pair=0.001, adv=3.773, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:44<05:53,  1.22s/it, loss=0.719, pair=0.002, adv=3.690, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:44<05:30,  1.15s/it, loss=0.719, pair=0.002, adv=3.690, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:45<05:30,  1.15s/it, loss=0.698, pair=0.001, adv=3.961, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:45<05:44,  1.20s/it, loss=0.698, pair=0.001, adv=3.961, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:46<05:44,  1.20s/it, loss=0.739, pair=0.000, adv=3.605, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:46<05:25,  1.13s/it, loss=0.739, pair=0.000, adv=3.605, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:47<05:25,  1.13s/it, loss=0.699, pair=0.000, adv=3.766, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:47<05:32,  1.16s/it, loss=0.699, pair=0.000, adv=3.766, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:48<05:32,  1.16s/it, loss=0.713, pair=0.000, adv=3.945, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:48<05:07,  1.08s/it, loss=0.713, pair=0.000, adv=3.945, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:49<05:07,  1.08s/it, loss=0.810, pair=0.001, adv=3.804, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:49<05:22,  1.13s/it, loss=0.810, pair=0.001, adv=3.804, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 49/333 [00:50<05:22,  1.13s/it, loss=0.733, pair=0.004, adv=3.665, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:50<05:04,  1.07s/it, loss=0.733, pair=0.004, adv=3.665, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 50/333 [00:52<05:04,  1.07s/it, loss=0.806, pair=0.006, adv=3.902, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:52<05:16,  1.12s/it, loss=0.806, pair=0.006, adv=3.902, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  15%|▏| 51/333 [00:53<05:16,  1.12s/it, loss=0.696, pair=0.003, adv=3.708, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:53<04:57,  1.06s/it, loss=0.696, pair=0.003, adv=3.708, sprd=0.018]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 52/333 [00:54<04:57,  1.06s/it, loss=0.809, pair=0.009, adv=4.032, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:54<05:13,  1.12s/it, loss=0.809, pair=0.009, adv=4.032, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 53/333 [00:55<05:13,  1.12s/it, loss=0.724, pair=0.014, adv=3.664, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:55<04:53,  1.05s/it, loss=0.724, pair=0.014, adv=3.664, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  16%|▏| 54/333 [00:56<04:53,  1.05s/it, loss=0.710, pair=0.003, adv=3.816, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:56<05:06,  1.10s/it, loss=0.710, pair=0.003, adv=3.816, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 55/333 [00:57<05:06,  1.10s/it, loss=0.749, pair=0.006, adv=3.382, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:57<05:10,  1.12s/it, loss=0.749, pair=0.006, adv=3.382, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 56/333 [00:58<05:10,  1.12s/it, loss=0.719, pair=0.001, adv=3.677, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 57/333 [00:58<05:26,  1.18s/it, loss=0.719, pair=0.001, adv=3.677, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:00<05:26,  1.18s/it, loss=0.708, pair=0.000, adv=3.483, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:00<05:16,  1.15s/it, loss=0.708, pair=0.000, adv=3.483, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:01<05:16,  1.15s/it, loss=0.715, pair=0.001, adv=3.802, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:01<05:25,  1.19s/it, loss=0.715, pair=0.001, adv=3.802, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:02<05:25,  1.19s/it, loss=0.709, pair=0.001, adv=3.676, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:02<05:10,  1.14s/it, loss=0.709, pair=0.001, adv=3.676, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:03<05:10,  1.14s/it, loss=0.724, pair=0.001, adv=3.702, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:03<05:15,  1.16s/it, loss=0.724, pair=0.001, adv=3.702, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:04<05:15,  1.16s/it, loss=0.725, pair=0.005, adv=3.747, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:04<04:50,  1.07s/it, loss=0.725, pair=0.005, adv=3.747, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:05<04:50,  1.07s/it, loss=0.704, pair=0.000, adv=3.668, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:05<05:05,  1.13s/it, loss=0.704, pair=0.000, adv=3.668, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:06<05:05,  1.13s/it, loss=0.697, pair=0.001, adv=3.623, sprd=0.017]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:06<04:43,  1.05s/it, loss=0.697, pair=0.001, adv=3.623, sprd=0.017]
Ep 036/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:07<04:43,  1.05s/it, loss=0.701, pair=0.004, adv=3.513, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:07<04:55,  1.10s/it, loss=0.701, pair=0.004, adv=3.513, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:08<04:55,  1.10s/it, loss=0.716, pair=0.002, adv=3.618, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:08<04:56,  1.11s/it, loss=0.716, pair=0.002, adv=3.618, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:10<04:56,  1.11s/it, loss=0.822, pair=0.001, adv=3.741, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:10<05:01,  1.13s/it, loss=0.822, pair=0.001, adv=3.741, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:11<05:01,  1.13s/it, loss=0.705, pair=0.000, adv=3.764, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:11<04:51,  1.10s/it, loss=0.705, pair=0.000, adv=3.764, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:12<04:51,  1.10s/it, loss=0.714, pair=0.002, adv=3.846, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:12<04:53,  1.11s/it, loss=0.714, pair=0.002, adv=3.846, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:13<04:53,  1.11s/it, loss=0.719, pair=0.003, adv=3.698, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:13<04:44,  1.08s/it, loss=0.719, pair=0.003, adv=3.698, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:14<04:44,  1.08s/it, loss=0.726, pair=0.005, adv=3.683, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:14<05:11,  1.19s/it, loss=0.726, pair=0.005, adv=3.683, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:15<05:11,  1.19s/it, loss=0.732, pair=0.018, adv=3.670, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:15<05:09,  1.18s/it, loss=0.732, pair=0.018, adv=3.670, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:17<05:09,  1.18s/it, loss=0.719, pair=0.007, adv=3.620, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:17<05:23,  1.24s/it, loss=0.719, pair=0.007, adv=3.620, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:18<05:23,  1.24s/it, loss=0.747, pair=0.003, adv=3.620, sprd=0.031]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:18<05:20,  1.24s/it, loss=0.747, pair=0.003, adv=3.620, sprd=0.031]
Ep 036/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:19<05:20,  1.24s/it, loss=0.710, pair=0.002, adv=3.738, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:19<05:30,  1.28s/it, loss=0.710, pair=0.002, adv=3.738, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:20<05:30,  1.28s/it, loss=0.672, pair=0.011, adv=3.037, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:20<05:16,  1.23s/it, loss=0.672, pair=0.011, adv=3.037, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:22<05:16,  1.23s/it, loss=0.741, pair=0.006, adv=3.610, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:22<05:29,  1.29s/it, loss=0.741, pair=0.006, adv=3.610, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:23<05:29,  1.29s/it, loss=0.744, pair=0.005, adv=3.600, sprd=0.030]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 78/333 [01:23<05:21,  1.26s/it, loss=0.744, pair=0.005, adv=3.600, sprd=0.030]
Ep 036/60 [S2→S3:ramp]:  23%|▏| 78/333 [01:25<05:21,  1.26s/it, loss=0.746, pair=0.012, adv=3.449, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 79/333 [01:25<05:41,  1.34s/it, loss=0.746, pair=0.012, adv=3.449, sprd=0.029]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 79/333 [01:26<05:41,  1.34s/it, loss=0.715, pair=0.012, adv=3.851, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 80/333 [01:26<05:24,  1.28s/it, loss=0.715, pair=0.012, adv=3.851, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 80/333 [01:27<05:24,  1.28s/it, loss=0.714, pair=0.006, adv=4.027, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 81/333 [01:27<05:42,  1.36s/it, loss=0.714, pair=0.006, adv=4.027, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  24%|▏| 81/333 [01:28<05:42,  1.36s/it, loss=0.716, pair=0.001, adv=3.899, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 82/333 [01:28<05:27,  1.30s/it, loss=0.716, pair=0.001, adv=3.899, sprd=0.023]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 82/333 [01:30<05:27,  1.30s/it, loss=0.801, pair=0.008, adv=4.471, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 83/333 [01:30<05:30,  1.32s/it, loss=0.801, pair=0.008, adv=4.471, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  25%|▏| 83/333 [01:31<05:30,  1.32s/it, loss=0.732, pair=0.001, adv=3.904, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  25%|▎| 84/333 [01:31<05:20,  1.29s/it, loss=0.732, pair=0.001, adv=3.904, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  25%|▎| 84/333 [01:32<05:20,  1.29s/it, loss=0.715, pair=0.003, adv=3.831, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 85/333 [01:32<05:24,  1.31s/it, loss=0.715, pair=0.003, adv=3.831, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 85/333 [01:34<05:24,  1.31s/it, loss=0.704, pair=0.003, adv=4.007, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:34<05:11,  1.26s/it, loss=0.704, pair=0.003, adv=4.007, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:35<05:11,  1.26s/it, loss=0.730, pair=0.009, adv=3.940, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:35<05:30,  1.34s/it, loss=0.730, pair=0.009, adv=3.940, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:36<05:30,  1.34s/it, loss=0.740, pair=0.018, adv=3.805, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:36<05:19,  1.30s/it, loss=0.740, pair=0.018, adv=3.805, sprd=0.028]
Ep 036/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:38<05:19,  1.30s/it, loss=0.733, pair=0.006, adv=3.869, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:38<05:33,  1.37s/it, loss=0.733, pair=0.006, adv=3.869, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:39<05:33,  1.37s/it, loss=0.736, pair=0.018, adv=4.155, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:39<05:21,  1.32s/it, loss=0.736, pair=0.018, adv=4.155, sprd=0.027]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:41<05:21,  1.32s/it, loss=0.719, pair=0.008, adv=4.033, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:41<05:33,  1.38s/it, loss=0.719, pair=0.008, adv=4.033, sprd=0.024]
Ep 036/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:42<05:33,  1.38s/it, loss=0.722, pair=0.006, adv=4.074, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:42<05:16,  1.31s/it, loss=0.722, pair=0.006, adv=4.074, sprd=0.025]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:43<05:16,  1.31s/it, loss=0.729, pair=0.013, adv=4.069, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:43<05:22,  1.35s/it, loss=0.729, pair=0.013, adv=4.069, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:44<05:22,  1.35s/it, loss=0.739, pair=0.006, adv=4.383, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:44<05:11,  1.30s/it, loss=0.739, pair=0.006, adv=4.383, sprd=0.026]
Ep 036/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:46<05:11,  1.30s/it, loss=0.712, pair=0.004, adv=4.124, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:46<05:17,  1.33s/it, loss=0.712, pair=0.004, adv=4.124, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:47<05:17,  1.33s/it, loss=0.702, pair=0.006, adv=4.050, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:47<05:02,  1.28s/it, loss=0.702, pair=0.006, adv=4.050, sprd=0.020]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:48<05:02,  1.28s/it, loss=0.715, pair=0.004, adv=3.560, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:48<05:20,  1.36s/it, loss=0.715, pair=0.004, adv=3.560, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 97/333 [01:50<05:20,  1.36s/it, loss=0.706, pair=0.007, adv=3.965, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:50<05:02,  1.29s/it, loss=0.706, pair=0.007, adv=3.965, sprd=0.021]
Ep 036/60 [S2→S3:ramp]:  29%|▎| 98/333 [01:51<05:02,  1.29s/it, loss=0.714, pair=0.005, adv=3.997, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:51<05:13,  1.34s/it, loss=0.714, pair=0.005, adv=3.997, sprd=0.022]
Ep 036/60 [S2→S3:ramp]:  30%|▎| 99/333 [01:52<05:13,  1.34s/it, loss=0.702, pair=0.002, adv=3.368, sprd=0.019]
Ep 036/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:52<05:01,  1.30s/it, loss=0.702, pair=0.002, adv=3.368, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  30%|▎| 100/333 [01:54<05:01,  1.30s/it, loss=0.705, pair=0.004, adv=3.990, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:54<05:19,  1.38s/it, loss=0.705, pair=0.004, adv=3.990, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  30%|▎| 101/333 [01:55<05:19,  1.38s/it, loss=0.714, pair=0.005, adv=4.035, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:55<05:09,  1.34s/it, loss=0.714, pair=0.005, adv=4.035, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  31%|▎| 102/333 [01:57<05:09,  1.34s/it, loss=0.735, pair=0.006, adv=3.996, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:57<05:25,  1.42s/it, loss=0.735, pair=0.006, adv=3.996, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  31%|▎| 103/333 [01:58<05:25,  1.42s/it, loss=0.707, pair=0.004, adv=3.951, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:58<05:12,  1.36s/it, loss=0.707, pair=0.004, adv=3.951, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  31%|▎| 104/333 [01:59<05:12,  1.36s/it, loss=0.719, pair=0.003, adv=4.367, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  32%|▎| 105/333 [01:59<05:25,  1.43s/it, loss=0.719, pair=0.003, adv=4.367, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:01<05:25,  1.43s/it, loss=0.719, pair=0.012, adv=4.037, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:01<05:09,  1.36s/it, loss=0.719, pair=0.012, adv=4.037, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:02<05:09,  1.36s/it, loss=0.718, pair=0.006, adv=3.943, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:02<05:16,  1.40s/it, loss=0.718, pair=0.006, adv=3.943, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:03<05:16,  1.40s/it, loss=0.709, pair=0.010, adv=3.882, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:03<05:03,  1.35s/it, loss=0.709, pair=0.010, adv=3.882, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:05<05:03,  1.35s/it, loss=0.708, pair=0.005, adv=3.956, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:05<05:15,  1.41s/it, loss=0.708, pair=0.005, adv=3.956, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:06<05:15,  1.41s/it, loss=0.741, pair=0.004, adv=3.897, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:06<05:06,  1.37s/it, loss=0.741, pair=0.004, adv=3.897, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:08<05:06,  1.37s/it, loss=0.712, pair=0.004, adv=4.092, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:08<05:10,  1.40s/it, loss=0.712, pair=0.004, adv=4.092, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:09<05:10,  1.40s/it, loss=0.713, pair=0.003, adv=3.781, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:09<04:59,  1.36s/it, loss=0.713, pair=0.003, adv=3.781, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:10<04:59,  1.36s/it, loss=0.704, pair=0.003, adv=4.306, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:10<05:05,  1.39s/it, loss=0.704, pair=0.003, adv=4.306, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:12<05:05,  1.39s/it, loss=0.719, pair=0.003, adv=3.923, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:12<04:53,  1.34s/it, loss=0.719, pair=0.003, adv=3.923, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:13<04:53,  1.34s/it, loss=0.720, pair=0.005, adv=3.835, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:13<05:01,  1.38s/it, loss=0.720, pair=0.005, adv=3.835, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:14<05:01,  1.38s/it, loss=0.716, pair=0.004, adv=4.184, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:14<04:47,  1.32s/it, loss=0.716, pair=0.004, adv=4.184, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:16<04:47,  1.32s/it, loss=0.699, pair=0.004, adv=3.912, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:16<04:56,  1.37s/it, loss=0.699, pair=0.004, adv=3.912, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:17<04:56,  1.37s/it, loss=0.713, pair=0.011, adv=4.096, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 118/333 [02:17<04:36,  1.29s/it, loss=0.713, pair=0.011, adv=4.096, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  35%|▎| 118/333 [02:18<04:36,  1.29s/it, loss=0.716, pair=0.007, adv=3.832, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  36%|▎| 119/333 [02:18<04:42,  1.32s/it, loss=0.716, pair=0.007, adv=3.832, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  36%|▎| 119/333 [02:19<04:42,  1.32s/it, loss=0.717, pair=0.002, adv=3.968, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  36%|▎| 120/333 [02:19<04:31,  1.27s/it, loss=0.717, pair=0.002, adv=3.968, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  36%|▎| 120/333 [02:21<04:31,  1.27s/it, loss=0.710, pair=0.000, adv=3.924, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  36%|▎| 121/333 [02:21<04:41,  1.33s/it, loss=0.710, pair=0.000, adv=3.924, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  36%|▎| 121/333 [02:22<04:41,  1.33s/it, loss=0.688, pair=0.004, adv=3.935, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  37%|▎| 122/333 [02:22<04:25,  1.26s/it, loss=0.688, pair=0.004, adv=3.935, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  37%|▎| 122/333 [02:23<04:25,  1.26s/it, loss=0.715, pair=0.001, adv=4.246, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  37%|▎| 123/333 [02:23<04:37,  1.32s/it, loss=0.715, pair=0.001, adv=4.246, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  37%|▎| 123/333 [02:25<04:37,  1.32s/it, loss=0.730, pair=0.005, adv=4.150, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  37%|▎| 124/333 [02:25<04:26,  1.27s/it, loss=0.730, pair=0.005, adv=4.150, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  37%|▎| 124/333 [02:26<04:26,  1.27s/it, loss=0.713, pair=0.001, adv=4.008, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  38%|▍| 125/333 [02:26<04:34,  1.32s/it, loss=0.713, pair=0.001, adv=4.008, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  38%|▍| 125/333 [02:27<04:34,  1.32s/it, loss=0.725, pair=0.001, adv=3.843, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  38%|▍| 126/333 [02:27<04:22,  1.27s/it, loss=0.725, pair=0.001, adv=3.843, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  38%|▍| 126/333 [02:29<04:22,  1.27s/it, loss=0.708, pair=0.000, adv=3.695, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  38%|▍| 127/333 [02:29<04:27,  1.30s/it, loss=0.708, pair=0.000, adv=3.695, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  38%|▍| 127/333 [02:30<04:27,  1.30s/it, loss=0.714, pair=0.000, adv=3.736, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  38%|▍| 128/333 [02:30<04:17,  1.25s/it, loss=0.714, pair=0.000, adv=3.736, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  38%|▍| 128/333 [02:31<04:17,  1.25s/it, loss=0.752, pair=0.005, adv=3.881, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  39%|▍| 129/333 [02:31<04:26,  1.31s/it, loss=0.752, pair=0.005, adv=3.881, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  39%|▍| 129/333 [02:32<04:26,  1.31s/it, loss=0.725, pair=0.010, adv=3.862, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  39%|▍| 130/333 [02:32<04:16,  1.26s/it, loss=0.725, pair=0.010, adv=3.862, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  39%|▍| 130/333 [02:34<04:16,  1.26s/it, loss=0.716, pair=0.007, adv=3.886, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  39%|▍| 131/333 [02:34<04:27,  1.32s/it, loss=0.716, pair=0.007, adv=3.886, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  39%|▍| 131/333 [02:35<04:27,  1.32s/it, loss=0.714, pair=0.008, adv=4.223, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  40%|▍| 132/333 [02:35<04:12,  1.25s/it, loss=0.714, pair=0.008, adv=4.223, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  40%|▍| 132/333 [02:36<04:12,  1.25s/it, loss=0.748, pair=0.013, adv=3.731, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  40%|▍| 133/333 [02:36<04:23,  1.32s/it, loss=0.748, pair=0.013, adv=3.731, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  40%|▍| 133/333 [02:37<04:23,  1.32s/it, loss=0.713, pair=0.001, adv=3.490, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  40%|▍| 134/333 [02:37<04:12,  1.27s/it, loss=0.713, pair=0.001, adv=3.490, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  40%|▍| 134/333 [02:39<04:12,  1.27s/it, loss=0.699, pair=0.004, adv=3.722, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  41%|▍| 135/333 [02:39<04:18,  1.31s/it, loss=0.699, pair=0.004, adv=3.722, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  41%|▍| 135/333 [02:40<04:18,  1.31s/it, loss=0.713, pair=0.000, adv=3.968, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  41%|▍| 136/333 [02:40<04:09,  1.27s/it, loss=0.713, pair=0.000, adv=3.968, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  41%|▍| 136/333 [02:41<04:09,  1.27s/it, loss=0.705, pair=0.005, adv=4.030, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 137/333 [02:41<04:13,  1.29s/it, loss=0.705, pair=0.005, adv=4.030, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 137/333 [02:42<04:13,  1.29s/it, loss=0.706, pair=0.001, adv=3.895, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 138/333 [02:42<04:02,  1.24s/it, loss=0.706, pair=0.001, adv=3.895, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  41%|▍| 138/333 [02:44<04:02,  1.24s/it, loss=0.732, pair=0.000, adv=3.624, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  42%|▍| 139/333 [02:44<04:13,  1.31s/it, loss=0.732, pair=0.000, adv=3.624, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  42%|▍| 139/333 [02:45<04:13,  1.31s/it, loss=0.707, pair=0.000, adv=4.181, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  42%|▍| 140/333 [02:45<04:01,  1.25s/it, loss=0.707, pair=0.000, adv=4.181, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  42%|▍| 140/333 [02:47<04:01,  1.25s/it, loss=0.722, pair=0.000, adv=4.117, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  42%|▍| 141/333 [02:47<04:12,  1.31s/it, loss=0.722, pair=0.000, adv=4.117, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  42%|▍| 141/333 [02:48<04:12,  1.31s/it, loss=0.720, pair=0.001, adv=3.850, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  43%|▍| 142/333 [02:48<04:01,  1.26s/it, loss=0.720, pair=0.001, adv=3.850, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  43%|▍| 142/333 [02:49<04:01,  1.26s/it, loss=0.699, pair=0.015, adv=3.868, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  43%|▍| 143/333 [02:49<04:12,  1.33s/it, loss=0.699, pair=0.015, adv=3.868, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  43%|▍| 143/333 [02:50<04:12,  1.33s/it, loss=0.704, pair=0.005, adv=3.845, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  43%|▍| 144/333 [02:50<03:57,  1.26s/it, loss=0.704, pair=0.005, adv=3.845, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  43%|▍| 144/333 [02:52<03:57,  1.26s/it, loss=0.703, pair=0.001, adv=3.724, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  44%|▍| 145/333 [02:52<04:02,  1.29s/it, loss=0.703, pair=0.001, adv=3.724, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  44%|▍| 145/333 [02:53<04:02,  1.29s/it, loss=0.710, pair=0.007, adv=3.757, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  44%|▍| 146/333 [02:53<03:52,  1.24s/it, loss=0.710, pair=0.007, adv=3.757, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  44%|▍| 146/333 [02:54<03:52,  1.24s/it, loss=0.718, pair=0.001, adv=3.673, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  44%|▍| 147/333 [02:54<03:59,  1.29s/it, loss=0.718, pair=0.001, adv=3.673, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  44%|▍| 147/333 [02:55<03:59,  1.29s/it, loss=0.734, pair=0.005, adv=4.141, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  44%|▍| 148/333 [02:55<03:51,  1.25s/it, loss=0.734, pair=0.005, adv=4.141, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  44%|▍| 148/333 [02:57<03:51,  1.25s/it, loss=0.793, pair=0.000, adv=4.021, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  45%|▍| 149/333 [02:57<03:58,  1.30s/it, loss=0.793, pair=0.000, adv=4.021, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  45%|▍| 149/333 [02:58<03:58,  1.30s/it, loss=0.715, pair=0.000, adv=3.758, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  45%|▍| 150/333 [02:58<03:47,  1.24s/it, loss=0.715, pair=0.000, adv=3.758, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  45%|▍| 150/333 [02:59<03:47,  1.24s/it, loss=0.721, pair=0.000, adv=4.088, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  45%|▍| 151/333 [02:59<03:59,  1.31s/it, loss=0.721, pair=0.000, adv=4.088, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  45%|▍| 151/333 [03:00<03:59,  1.31s/it, loss=0.728, pair=0.003, adv=3.979, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:00<03:50,  1.28s/it, loss=0.728, pair=0.003, adv=3.979, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:02<03:50,  1.28s/it, loss=0.732, pair=0.000, adv=3.865, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:02<04:02,  1.35s/it, loss=0.732, pair=0.000, adv=3.865, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:03<04:02,  1.35s/it, loss=0.725, pair=0.003, adv=3.591, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:03<03:51,  1.29s/it, loss=0.725, pair=0.003, adv=3.591, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:05<03:51,  1.29s/it, loss=0.800, pair=0.008, adv=3.629, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:05<03:53,  1.31s/it, loss=0.800, pair=0.008, adv=3.629, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:06<03:53,  1.31s/it, loss=0.730, pair=0.011, adv=3.727, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  47%|▍| 156/333 [03:06<03:43,  1.26s/it, loss=0.730, pair=0.011, adv=3.727, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  47%|▍| 156/333 [03:07<03:43,  1.26s/it, loss=0.735, pair=0.007, adv=3.966, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  47%|▍| 157/333 [03:07<03:50,  1.31s/it, loss=0.735, pair=0.007, adv=3.966, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  47%|▍| 157/333 [03:08<03:50,  1.31s/it, loss=0.737, pair=0.009, adv=3.985, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  47%|▍| 158/333 [03:08<03:40,  1.26s/it, loss=0.737, pair=0.009, adv=3.985, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  47%|▍| 158/333 [03:10<03:40,  1.26s/it, loss=0.728, pair=0.007, adv=3.706, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  48%|▍| 159/333 [03:10<03:43,  1.29s/it, loss=0.728, pair=0.007, adv=3.706, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  48%|▍| 159/333 [03:11<03:43,  1.29s/it, loss=0.702, pair=0.001, adv=3.921, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  48%|▍| 160/333 [03:11<03:34,  1.24s/it, loss=0.702, pair=0.001, adv=3.921, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  48%|▍| 160/333 [03:12<03:34,  1.24s/it, loss=0.726, pair=0.000, adv=3.884, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  48%|▍| 161/333 [03:12<03:41,  1.29s/it, loss=0.726, pair=0.000, adv=3.884, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  48%|▍| 161/333 [03:13<03:41,  1.29s/it, loss=0.738, pair=0.000, adv=3.901, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  49%|▍| 162/333 [03:13<03:34,  1.26s/it, loss=0.738, pair=0.000, adv=3.901, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  49%|▍| 162/333 [03:15<03:34,  1.26s/it, loss=0.792, pair=0.001, adv=3.455, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  49%|▍| 163/333 [03:15<03:41,  1.30s/it, loss=0.792, pair=0.001, adv=3.455, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  49%|▍| 163/333 [03:16<03:41,  1.30s/it, loss=0.716, pair=0.008, adv=3.571, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  49%|▍| 164/333 [03:16<03:30,  1.25s/it, loss=0.716, pair=0.008, adv=3.571, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  49%|▍| 164/333 [03:17<03:30,  1.25s/it, loss=0.707, pair=0.001, adv=4.127, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  50%|▍| 165/333 [03:17<03:34,  1.28s/it, loss=0.707, pair=0.001, adv=4.127, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  50%|▍| 165/333 [03:18<03:34,  1.28s/it, loss=0.703, pair=0.006, adv=3.769, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  50%|▍| 166/333 [03:18<03:24,  1.22s/it, loss=0.703, pair=0.006, adv=3.769, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  50%|▍| 166/333 [03:20<03:24,  1.22s/it, loss=0.818, pair=0.005, adv=3.621, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  50%|▌| 167/333 [03:20<03:33,  1.29s/it, loss=0.818, pair=0.005, adv=3.621, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  50%|▌| 167/333 [03:21<03:33,  1.29s/it, loss=0.732, pair=0.006, adv=3.986, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  50%|▌| 168/333 [03:21<03:26,  1.25s/it, loss=0.732, pair=0.006, adv=3.986, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  50%|▌| 168/333 [03:22<03:26,  1.25s/it, loss=0.719, pair=0.001, adv=3.730, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  51%|▌| 169/333 [03:22<03:37,  1.33s/it, loss=0.719, pair=0.001, adv=3.730, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  51%|▌| 169/333 [03:24<03:37,  1.33s/it, loss=0.747, pair=0.004, adv=4.005, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  51%|▌| 170/333 [03:24<03:28,  1.28s/it, loss=0.747, pair=0.004, adv=4.005, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  51%|▌| 170/333 [03:25<03:28,  1.28s/it, loss=0.732, pair=0.004, adv=3.483, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  51%|▌| 171/333 [03:25<03:34,  1.32s/it, loss=0.732, pair=0.004, adv=3.483, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  51%|▌| 171/333 [03:26<03:34,  1.32s/it, loss=0.693, pair=0.000, adv=3.875, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  52%|▌| 172/333 [03:26<03:22,  1.26s/it, loss=0.693, pair=0.000, adv=3.875, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  52%|▌| 172/333 [03:27<03:22,  1.26s/it, loss=0.722, pair=0.000, adv=3.982, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  52%|▌| 173/333 [03:27<03:26,  1.29s/it, loss=0.722, pair=0.000, adv=3.982, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  52%|▌| 173/333 [03:29<03:26,  1.29s/it, loss=0.712, pair=0.001, adv=3.994, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  52%|▌| 174/333 [03:29<03:17,  1.24s/it, loss=0.712, pair=0.001, adv=3.994, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  52%|▌| 174/333 [03:30<03:17,  1.24s/it, loss=0.717, pair=0.000, adv=3.749, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  53%|▌| 175/333 [03:30<03:21,  1.27s/it, loss=0.717, pair=0.000, adv=3.749, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  53%|▌| 175/333 [03:31<03:21,  1.27s/it, loss=0.728, pair=0.005, adv=3.997, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  53%|▌| 176/333 [03:31<03:14,  1.24s/it, loss=0.728, pair=0.005, adv=3.997, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  53%|▌| 176/333 [03:32<03:14,  1.24s/it, loss=0.734, pair=0.001, adv=3.882, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  53%|▌| 177/333 [03:32<03:20,  1.28s/it, loss=0.734, pair=0.001, adv=3.882, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  53%|▌| 177/333 [03:34<03:20,  1.28s/it, loss=0.732, pair=0.007, adv=3.886, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  53%|▌| 178/333 [03:34<03:13,  1.25s/it, loss=0.732, pair=0.007, adv=3.886, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  53%|▌| 178/333 [03:35<03:13,  1.25s/it, loss=0.710, pair=0.001, adv=3.895, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  54%|▌| 179/333 [03:35<03:22,  1.31s/it, loss=0.710, pair=0.001, adv=3.895, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  54%|▌| 179/333 [03:36<03:22,  1.31s/it, loss=0.722, pair=0.000, adv=3.690, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  54%|▌| 180/333 [03:36<03:14,  1.27s/it, loss=0.722, pair=0.000, adv=3.690, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  54%|▌| 180/333 [03:38<03:14,  1.27s/it, loss=0.721, pair=0.000, adv=3.951, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  54%|▌| 181/333 [03:38<03:23,  1.34s/it, loss=0.721, pair=0.000, adv=3.951, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  54%|▌| 181/333 [03:39<03:23,  1.34s/it, loss=0.697, pair=0.005, adv=3.793, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  55%|▌| 182/333 [03:39<03:09,  1.25s/it, loss=0.697, pair=0.005, adv=3.793, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  55%|▌| 182/333 [03:40<03:09,  1.25s/it, loss=0.715, pair=0.014, adv=4.100, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  55%|▌| 183/333 [03:40<03:17,  1.32s/it, loss=0.715, pair=0.014, adv=4.100, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  55%|▌| 183/333 [03:41<03:17,  1.32s/it, loss=0.731, pair=0.026, adv=3.766, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  55%|▌| 184/333 [03:41<03:10,  1.28s/it, loss=0.731, pair=0.026, adv=3.766, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  55%|▌| 184/333 [03:43<03:10,  1.28s/it, loss=0.708, pair=0.004, adv=3.734, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  56%|▌| 185/333 [03:43<03:14,  1.31s/it, loss=0.708, pair=0.004, adv=3.734, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  56%|▌| 185/333 [03:44<03:14,  1.31s/it, loss=0.701, pair=0.010, adv=3.689, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  56%|▌| 186/333 [03:44<03:04,  1.26s/it, loss=0.701, pair=0.010, adv=3.689, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  56%|▌| 186/333 [03:45<03:04,  1.26s/it, loss=0.715, pair=0.007, adv=3.461, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  56%|▌| 187/333 [03:45<03:08,  1.29s/it, loss=0.715, pair=0.007, adv=3.461, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  56%|▌| 187/333 [03:46<03:08,  1.29s/it, loss=0.726, pair=0.002, adv=3.637, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  56%|▌| 188/333 [03:46<02:49,  1.17s/it, loss=0.726, pair=0.002, adv=3.637, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  56%|▌| 188/333 [03:47<02:49,  1.17s/it, loss=0.731, pair=0.002, adv=4.103, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  57%|▌| 189/333 [03:47<02:46,  1.16s/it, loss=0.731, pair=0.002, adv=4.103, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  57%|▌| 189/333 [03:49<02:46,  1.16s/it, loss=0.732, pair=0.015, adv=3.925, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  57%|▌| 190/333 [03:49<02:45,  1.16s/it, loss=0.732, pair=0.015, adv=3.925, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  57%|▌| 190/333 [03:50<02:45,  1.16s/it, loss=0.700, pair=0.004, adv=3.695, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  57%|▌| 191/333 [03:50<02:46,  1.17s/it, loss=0.700, pair=0.004, adv=3.695, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  57%|▌| 191/333 [03:51<02:46,  1.17s/it, loss=0.717, pair=0.019, adv=3.981, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  58%|▌| 192/333 [03:51<02:44,  1.16s/it, loss=0.717, pair=0.019, adv=3.981, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  58%|▌| 192/333 [03:52<02:44,  1.16s/it, loss=0.720, pair=0.009, adv=3.675, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  58%|▌| 193/333 [03:52<02:52,  1.23s/it, loss=0.720, pair=0.009, adv=3.675, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  58%|▌| 193/333 [03:53<02:52,  1.23s/it, loss=0.733, pair=0.017, adv=3.667, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  58%|▌| 194/333 [03:53<02:38,  1.14s/it, loss=0.733, pair=0.017, adv=3.667, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  58%|▌| 194/333 [03:55<02:38,  1.14s/it, loss=0.721, pair=0.009, adv=3.743, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  59%|▌| 195/333 [03:55<02:51,  1.24s/it, loss=0.721, pair=0.009, adv=3.743, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  59%|▌| 195/333 [03:56<02:51,  1.24s/it, loss=0.724, pair=0.001, adv=3.633, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  59%|▌| 196/333 [03:56<02:46,  1.21s/it, loss=0.724, pair=0.001, adv=3.633, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  59%|▌| 196/333 [03:57<02:46,  1.21s/it, loss=0.722, pair=0.002, adv=3.852, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  59%|▌| 197/333 [03:57<02:53,  1.27s/it, loss=0.722, pair=0.002, adv=3.852, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  59%|▌| 197/333 [03:58<02:53,  1.27s/it, loss=0.710, pair=0.001, adv=3.582, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  59%|▌| 198/333 [03:58<02:37,  1.17s/it, loss=0.710, pair=0.001, adv=3.582, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  59%|▌| 198/333 [04:00<02:37,  1.17s/it, loss=0.737, pair=0.000, adv=3.700, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  60%|▌| 199/333 [04:00<02:45,  1.23s/it, loss=0.737, pair=0.000, adv=3.700, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  60%|▌| 199/333 [04:01<02:45,  1.23s/it, loss=0.737, pair=0.005, adv=3.403, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  60%|▌| 200/333 [04:01<02:41,  1.21s/it, loss=0.737, pair=0.005, adv=3.403, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  60%|▌| 200/333 [04:02<02:41,  1.21s/it, loss=0.741, pair=0.008, adv=3.635, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  60%|▌| 201/333 [04:02<02:49,  1.28s/it, loss=0.741, pair=0.008, adv=3.635, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  60%|▌| 201/333 [04:03<02:49,  1.28s/it, loss=0.723, pair=0.012, adv=3.587, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  61%|▌| 202/333 [04:03<02:34,  1.18s/it, loss=0.723, pair=0.012, adv=3.587, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  61%|▌| 202/333 [04:04<02:34,  1.18s/it, loss=0.724, pair=0.014, adv=3.971, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  61%|▌| 203/333 [04:04<02:41,  1.25s/it, loss=0.724, pair=0.014, adv=3.971, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  61%|▌| 203/333 [04:06<02:41,  1.25s/it, loss=0.724, pair=0.003, adv=4.171, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  61%|▌| 204/333 [04:06<02:37,  1.22s/it, loss=0.724, pair=0.003, adv=4.171, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  61%|▌| 204/333 [04:07<02:37,  1.22s/it, loss=0.712, pair=0.013, adv=3.222, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  62%|▌| 205/333 [04:07<02:35,  1.21s/it, loss=0.712, pair=0.013, adv=3.222, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  62%|▌| 205/333 [04:08<02:35,  1.21s/it, loss=0.738, pair=0.004, adv=3.772, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  62%|▌| 206/333 [04:08<02:20,  1.10s/it, loss=0.738, pair=0.004, adv=3.772, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  62%|▌| 206/333 [04:09<02:20,  1.10s/it, loss=0.701, pair=0.002, adv=3.555, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  62%|▌| 207/333 [04:09<02:30,  1.20s/it, loss=0.701, pair=0.002, adv=3.555, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  62%|▌| 207/333 [04:10<02:30,  1.20s/it, loss=0.729, pair=0.004, adv=3.882, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  62%|▌| 208/333 [04:10<02:21,  1.14s/it, loss=0.729, pair=0.004, adv=3.882, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  62%|▌| 208/333 [04:12<02:21,  1.14s/it, loss=0.747, pair=0.008, adv=3.963, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  63%|▋| 209/333 [04:12<02:34,  1.24s/it, loss=0.747, pair=0.008, adv=3.963, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  63%|▋| 209/333 [04:13<02:34,  1.24s/it, loss=0.734, pair=0.001, adv=3.936, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  63%|▋| 210/333 [04:13<02:29,  1.22s/it, loss=0.734, pair=0.001, adv=3.936, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  63%|▋| 210/333 [04:14<02:29,  1.22s/it, loss=0.722, pair=0.003, adv=3.860, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  63%|▋| 211/333 [04:14<02:40,  1.31s/it, loss=0.722, pair=0.003, adv=3.860, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  63%|▋| 211/333 [04:15<02:40,  1.31s/it, loss=0.724, pair=0.001, adv=4.084, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  64%|▋| 212/333 [04:15<02:32,  1.26s/it, loss=0.724, pair=0.001, adv=4.084, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  64%|▋| 212/333 [04:17<02:32,  1.26s/it, loss=0.714, pair=0.001, adv=3.725, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  64%|▋| 213/333 [04:17<02:34,  1.29s/it, loss=0.714, pair=0.001, adv=3.725, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  64%|▋| 213/333 [04:18<02:34,  1.29s/it, loss=0.737, pair=0.016, adv=3.975, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  64%|▋| 214/333 [04:18<02:27,  1.24s/it, loss=0.737, pair=0.016, adv=3.975, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  64%|▋| 214/333 [04:19<02:27,  1.24s/it, loss=0.804, pair=0.000, adv=4.033, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  65%|▋| 215/333 [04:19<02:29,  1.27s/it, loss=0.804, pair=0.000, adv=4.033, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  65%|▋| 215/333 [04:20<02:29,  1.27s/it, loss=0.710, pair=0.006, adv=3.726, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  65%|▋| 216/333 [04:20<02:23,  1.23s/it, loss=0.710, pair=0.006, adv=3.726, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  65%|▋| 216/333 [04:22<02:23,  1.23s/it, loss=0.703, pair=0.001, adv=3.864, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  65%|▋| 217/333 [04:22<02:25,  1.25s/it, loss=0.703, pair=0.001, adv=3.864, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  65%|▋| 217/333 [04:23<02:25,  1.25s/it, loss=0.745, pair=0.004, adv=3.789, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  65%|▋| 218/333 [04:23<02:22,  1.24s/it, loss=0.745, pair=0.004, adv=3.789, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  65%|▋| 218/333 [04:24<02:22,  1.24s/it, loss=0.735, pair=0.002, adv=3.963, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  66%|▋| 219/333 [04:24<02:27,  1.30s/it, loss=0.735, pair=0.002, adv=3.963, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  66%|▋| 219/333 [04:25<02:27,  1.30s/it, loss=0.737, pair=0.001, adv=3.949, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  66%|▋| 220/333 [04:25<02:15,  1.20s/it, loss=0.737, pair=0.001, adv=3.949, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  66%|▋| 220/333 [04:27<02:15,  1.20s/it, loss=0.701, pair=0.003, adv=3.821, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  66%|▋| 221/333 [04:27<02:18,  1.24s/it, loss=0.701, pair=0.003, adv=3.821, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  66%|▋| 221/333 [04:27<02:18,  1.24s/it, loss=0.718, pair=0.001, adv=3.922, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  67%|▋| 222/333 [04:27<02:04,  1.12s/it, loss=0.718, pair=0.001, adv=3.922, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  67%|▋| 222/333 [04:29<02:04,  1.12s/it, loss=0.734, pair=0.001, adv=3.629, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  67%|▋| 223/333 [04:29<02:12,  1.20s/it, loss=0.734, pair=0.001, adv=3.629, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  67%|▋| 223/333 [04:30<02:12,  1.20s/it, loss=0.725, pair=0.007, adv=3.775, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  67%|▋| 224/333 [04:30<02:08,  1.18s/it, loss=0.725, pair=0.007, adv=3.775, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  67%|▋| 224/333 [04:31<02:08,  1.18s/it, loss=0.729, pair=0.004, adv=3.997, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 225/333 [04:31<02:13,  1.23s/it, loss=0.729, pair=0.004, adv=3.997, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 225/333 [04:33<02:13,  1.23s/it, loss=0.762, pair=0.002, adv=3.845, sprd=0.035
Ep 036/60 [S2→S3:ramp]:  68%|▋| 226/333 [04:33<02:11,  1.23s/it, loss=0.762, pair=0.002, adv=3.845, sprd=0.035
Ep 036/60 [S2→S3:ramp]:  68%|▋| 226/333 [04:34<02:11,  1.23s/it, loss=0.803, pair=0.000, adv=3.917, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  68%|▋| 227/333 [04:34<02:13,  1.26s/it, loss=0.803, pair=0.000, adv=3.917, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  68%|▋| 227/333 [04:35<02:13,  1.26s/it, loss=0.724, pair=0.004, adv=4.135, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 228/333 [04:35<02:03,  1.17s/it, loss=0.724, pair=0.004, adv=4.135, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  68%|▋| 228/333 [04:36<02:03,  1.17s/it, loss=0.730, pair=0.008, adv=3.939, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  69%|▋| 229/333 [04:36<02:08,  1.24s/it, loss=0.730, pair=0.008, adv=3.939, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  69%|▋| 229/333 [04:37<02:08,  1.24s/it, loss=0.703, pair=0.001, adv=3.987, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  69%|▋| 230/333 [04:37<02:03,  1.20s/it, loss=0.703, pair=0.001, adv=3.987, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  69%|▋| 230/333 [04:39<02:03,  1.20s/it, loss=0.705, pair=0.000, adv=3.852, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  69%|▋| 231/333 [04:39<02:06,  1.24s/it, loss=0.705, pair=0.000, adv=3.852, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  69%|▋| 231/333 [04:40<02:06,  1.24s/it, loss=0.698, pair=0.009, adv=3.687, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  70%|▋| 232/333 [04:40<02:02,  1.22s/it, loss=0.698, pair=0.009, adv=3.687, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  70%|▋| 232/333 [04:41<02:02,  1.22s/it, loss=0.706, pair=0.014, adv=4.006, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  70%|▋| 233/333 [04:41<02:06,  1.26s/it, loss=0.706, pair=0.014, adv=4.006, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  70%|▋| 233/333 [04:42<02:06,  1.26s/it, loss=0.731, pair=0.002, adv=3.972, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  70%|▋| 234/333 [04:42<02:02,  1.24s/it, loss=0.731, pair=0.002, adv=3.972, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  70%|▋| 234/333 [04:44<02:02,  1.24s/it, loss=0.688, pair=0.008, adv=3.668, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  71%|▋| 235/333 [04:44<02:02,  1.25s/it, loss=0.688, pair=0.008, adv=3.668, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  71%|▋| 235/333 [04:45<02:02,  1.25s/it, loss=0.717, pair=0.002, adv=3.420, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 236/333 [04:45<01:51,  1.15s/it, loss=0.717, pair=0.002, adv=3.420, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  71%|▋| 236/333 [04:46<01:51,  1.15s/it, loss=0.725, pair=0.001, adv=3.957, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  71%|▋| 237/333 [04:46<01:58,  1.23s/it, loss=0.725, pair=0.001, adv=3.957, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  71%|▋| 237/333 [04:47<01:58,  1.23s/it, loss=0.719, pair=0.018, adv=3.816, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  71%|▋| 238/333 [04:47<01:53,  1.20s/it, loss=0.719, pair=0.018, adv=3.816, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  71%|▋| 238/333 [04:48<01:53,  1.20s/it, loss=0.745, pair=0.006, adv=3.826, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  72%|▋| 239/333 [04:48<01:50,  1.17s/it, loss=0.745, pair=0.006, adv=3.826, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  72%|▋| 239/333 [04:49<01:50,  1.17s/it, loss=0.733, pair=0.006, adv=3.805, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  72%|▋| 240/333 [04:49<01:49,  1.18s/it, loss=0.733, pair=0.006, adv=3.805, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  72%|▋| 240/333 [04:51<01:49,  1.18s/it, loss=0.743, pair=0.003, adv=3.559, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  72%|▋| 241/333 [04:51<01:55,  1.25s/it, loss=0.743, pair=0.003, adv=3.559, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  72%|▋| 241/333 [04:52<01:55,  1.25s/it, loss=0.720, pair=0.003, adv=3.944, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  73%|▋| 242/333 [04:52<01:44,  1.15s/it, loss=0.720, pair=0.003, adv=3.944, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  73%|▋| 242/333 [04:53<01:44,  1.15s/it, loss=0.727, pair=0.001, adv=3.710, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  73%|▋| 243/333 [04:53<01:50,  1.23s/it, loss=0.727, pair=0.001, adv=3.710, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  73%|▋| 243/333 [04:54<01:50,  1.23s/it, loss=0.713, pair=0.001, adv=3.643, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  73%|▋| 244/333 [04:54<01:39,  1.12s/it, loss=0.713, pair=0.001, adv=3.643, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  73%|▋| 244/333 [04:55<01:39,  1.12s/it, loss=0.727, pair=0.000, adv=3.822, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  74%|▋| 245/333 [04:55<01:45,  1.19s/it, loss=0.727, pair=0.000, adv=3.822, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  74%|▋| 245/333 [04:57<01:45,  1.19s/it, loss=0.708, pair=0.002, adv=3.972, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  74%|▋| 246/333 [04:57<01:41,  1.16s/it, loss=0.708, pair=0.002, adv=3.972, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  74%|▋| 246/333 [04:58<01:41,  1.16s/it, loss=0.710, pair=0.003, adv=4.146, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  74%|▋| 247/333 [04:58<01:44,  1.21s/it, loss=0.710, pair=0.003, adv=4.146, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  74%|▋| 247/333 [04:59<01:44,  1.21s/it, loss=0.743, pair=0.008, adv=3.930, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  74%|▋| 248/333 [04:59<01:43,  1.21s/it, loss=0.743, pair=0.008, adv=3.930, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  74%|▋| 248/333 [05:00<01:43,  1.21s/it, loss=0.725, pair=0.010, adv=4.043, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:00<01:45,  1.25s/it, loss=0.725, pair=0.010, adv=4.043, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:02<01:45,  1.25s/it, loss=0.713, pair=0.008, adv=3.945, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:02<01:41,  1.23s/it, loss=0.713, pair=0.008, adv=3.945, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:03<01:41,  1.23s/it, loss=0.692, pair=0.015, adv=3.623, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:03<01:42,  1.25s/it, loss=0.692, pair=0.015, adv=3.623, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:04<01:42,  1.25s/it, loss=0.711, pair=0.005, adv=4.001, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:04<01:38,  1.22s/it, loss=0.711, pair=0.005, adv=4.001, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:05<01:38,  1.22s/it, loss=0.725, pair=0.008, adv=3.962, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:05<01:38,  1.23s/it, loss=0.725, pair=0.008, adv=3.962, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:06<01:38,  1.23s/it, loss=0.724, pair=0.023, adv=3.588, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:06<01:33,  1.19s/it, loss=0.724, pair=0.023, adv=3.588, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:08<01:33,  1.19s/it, loss=0.714, pair=0.007, adv=3.942, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:08<01:35,  1.23s/it, loss=0.714, pair=0.007, adv=3.942, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:09<01:35,  1.23s/it, loss=0.727, pair=0.006, adv=3.875, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:09<01:31,  1.19s/it, loss=0.727, pair=0.006, adv=3.875, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:10<01:31,  1.19s/it, loss=0.718, pair=0.005, adv=3.750, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:10<01:32,  1.21s/it, loss=0.718, pair=0.005, adv=3.750, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:11<01:32,  1.21s/it, loss=0.722, pair=0.008, adv=3.886, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  77%|▊| 258/333 [05:11<01:29,  1.19s/it, loss=0.722, pair=0.008, adv=3.886, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  77%|▊| 258/333 [05:12<01:29,  1.19s/it, loss=0.717, pair=0.009, adv=3.699, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  78%|▊| 259/333 [05:12<01:29,  1.21s/it, loss=0.717, pair=0.009, adv=3.699, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  78%|▊| 259/333 [05:14<01:29,  1.21s/it, loss=0.710, pair=0.001, adv=3.906, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  78%|▊| 260/333 [05:14<01:27,  1.19s/it, loss=0.710, pair=0.001, adv=3.906, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  78%|▊| 260/333 [05:15<01:27,  1.19s/it, loss=0.736, pair=0.001, adv=3.855, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  78%|▊| 261/333 [05:15<01:29,  1.25s/it, loss=0.736, pair=0.001, adv=3.855, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  78%|▊| 261/333 [05:16<01:29,  1.25s/it, loss=0.713, pair=0.003, adv=3.607, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  79%|▊| 262/333 [05:16<01:25,  1.21s/it, loss=0.713, pair=0.003, adv=3.607, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  79%|▊| 262/333 [05:17<01:25,  1.21s/it, loss=0.795, pair=0.006, adv=3.689, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  79%|▊| 263/333 [05:17<01:24,  1.20s/it, loss=0.795, pair=0.006, adv=3.689, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  79%|▊| 263/333 [05:18<01:24,  1.20s/it, loss=0.721, pair=0.007, adv=3.991, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  79%|▊| 264/333 [05:18<01:21,  1.19s/it, loss=0.721, pair=0.007, adv=3.991, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  79%|▊| 264/333 [05:20<01:21,  1.19s/it, loss=0.725, pair=0.001, adv=4.221, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  80%|▊| 265/333 [05:20<01:24,  1.25s/it, loss=0.725, pair=0.001, adv=4.221, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  80%|▊| 265/333 [05:21<01:24,  1.25s/it, loss=0.737, pair=0.016, adv=4.046, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  80%|▊| 266/333 [05:21<01:21,  1.22s/it, loss=0.737, pair=0.016, adv=4.046, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  80%|▊| 266/333 [05:22<01:21,  1.22s/it, loss=0.738, pair=0.004, adv=3.964, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  80%|▊| 267/333 [05:22<01:25,  1.29s/it, loss=0.738, pair=0.004, adv=3.964, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  80%|▊| 267/333 [05:24<01:25,  1.29s/it, loss=0.724, pair=0.006, adv=3.909, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  80%|▊| 268/333 [05:24<01:20,  1.24s/it, loss=0.724, pair=0.006, adv=3.909, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  80%|▊| 268/333 [05:25<01:20,  1.24s/it, loss=0.703, pair=0.013, adv=3.625, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  81%|▊| 269/333 [05:25<01:18,  1.22s/it, loss=0.703, pair=0.013, adv=3.625, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  81%|▊| 269/333 [05:26<01:18,  1.22s/it, loss=0.704, pair=0.005, adv=3.692, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  81%|▊| 270/333 [05:26<01:15,  1.20s/it, loss=0.704, pair=0.005, adv=3.692, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  81%|▊| 270/333 [05:27<01:15,  1.20s/it, loss=0.716, pair=0.007, adv=3.914, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  81%|▊| 271/333 [05:27<01:18,  1.26s/it, loss=0.716, pair=0.007, adv=3.914, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  81%|▊| 271/333 [05:28<01:18,  1.26s/it, loss=0.694, pair=0.002, adv=3.739, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  82%|▊| 272/333 [05:28<01:13,  1.21s/it, loss=0.694, pair=0.002, adv=3.739, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  82%|▊| 272/333 [05:30<01:13,  1.21s/it, loss=0.701, pair=0.001, adv=3.779, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  82%|▊| 273/333 [05:30<01:12,  1.21s/it, loss=0.701, pair=0.001, adv=3.779, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  82%|▊| 273/333 [05:31<01:12,  1.21s/it, loss=0.712, pair=0.000, adv=3.734, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  82%|▊| 274/333 [05:31<01:09,  1.17s/it, loss=0.712, pair=0.000, adv=3.734, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  82%|▊| 274/333 [05:32<01:09,  1.17s/it, loss=0.726, pair=0.001, adv=3.784, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  83%|▊| 275/333 [05:32<01:12,  1.25s/it, loss=0.726, pair=0.001, adv=3.784, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  83%|▊| 275/333 [05:33<01:12,  1.25s/it, loss=0.705, pair=0.015, adv=4.032, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  83%|▊| 276/333 [05:33<01:08,  1.20s/it, loss=0.705, pair=0.015, adv=4.032, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  83%|▊| 276/333 [05:35<01:08,  1.20s/it, loss=0.711, pair=0.004, adv=4.117, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  83%|▊| 277/333 [05:35<01:11,  1.28s/it, loss=0.711, pair=0.004, adv=4.117, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  83%|▊| 277/333 [05:36<01:11,  1.28s/it, loss=0.703, pair=0.010, adv=4.063, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  83%|▊| 278/333 [05:36<01:04,  1.17s/it, loss=0.703, pair=0.010, adv=4.063, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  83%|▊| 278/333 [05:37<01:04,  1.17s/it, loss=0.813, pair=0.000, adv=4.100, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  84%|▊| 279/333 [05:37<01:07,  1.24s/it, loss=0.813, pair=0.000, adv=4.100, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  84%|▊| 279/333 [05:38<01:07,  1.24s/it, loss=0.697, pair=0.007, adv=3.943, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  84%|▊| 280/333 [05:38<01:03,  1.20s/it, loss=0.697, pair=0.007, adv=3.943, sprd=0.018
Ep 036/60 [S2→S3:ramp]:  84%|▊| 280/333 [05:39<01:03,  1.20s/it, loss=0.725, pair=0.006, adv=3.569, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  84%|▊| 281/333 [05:39<01:03,  1.23s/it, loss=0.725, pair=0.006, adv=3.569, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  84%|▊| 281/333 [05:41<01:03,  1.23s/it, loss=0.733, pair=0.003, adv=4.062, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 282/333 [05:41<01:01,  1.21s/it, loss=0.733, pair=0.003, adv=4.062, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 282/333 [05:42<01:01,  1.21s/it, loss=0.753, pair=0.003, adv=3.957, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  85%|▊| 283/333 [05:42<01:03,  1.27s/it, loss=0.753, pair=0.003, adv=3.957, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  85%|▊| 283/333 [05:43<01:03,  1.27s/it, loss=0.746, pair=0.005, adv=3.694, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 284/333 [05:43<01:00,  1.24s/it, loss=0.746, pair=0.005, adv=3.694, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  85%|▊| 284/333 [05:44<01:00,  1.24s/it, loss=0.721, pair=0.001, adv=3.918, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  86%|▊| 285/333 [05:44<00:59,  1.23s/it, loss=0.721, pair=0.001, adv=3.918, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  86%|▊| 285/333 [05:45<00:59,  1.23s/it, loss=0.702, pair=0.000, adv=3.864, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  86%|▊| 286/333 [05:45<00:56,  1.20s/it, loss=0.702, pair=0.000, adv=3.864, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  86%|▊| 286/333 [05:47<00:56,  1.20s/it, loss=0.722, pair=0.002, adv=4.058, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  86%|▊| 287/333 [05:47<00:57,  1.25s/it, loss=0.722, pair=0.002, adv=4.058, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  86%|▊| 287/333 [05:48<00:57,  1.25s/it, loss=0.733, pair=0.002, adv=3.958, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  86%|▊| 288/333 [05:48<00:54,  1.21s/it, loss=0.733, pair=0.002, adv=3.958, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  86%|▊| 288/333 [05:49<00:54,  1.21s/it, loss=0.744, pair=0.001, adv=3.819, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  87%|▊| 289/333 [05:49<00:54,  1.23s/it, loss=0.744, pair=0.001, adv=3.819, sprd=0.030
Ep 036/60 [S2→S3:ramp]:  87%|▊| 289/333 [05:50<00:54,  1.23s/it, loss=0.700, pair=0.003, adv=4.095, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  87%|▊| 290/333 [05:50<00:50,  1.18s/it, loss=0.700, pair=0.003, adv=4.095, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  87%|▊| 290/333 [05:52<00:50,  1.18s/it, loss=0.728, pair=0.001, adv=3.880, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  87%|▊| 291/333 [05:52<00:50,  1.21s/it, loss=0.728, pair=0.001, adv=3.880, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  87%|▊| 291/333 [05:53<00:50,  1.21s/it, loss=0.714, pair=0.003, adv=3.849, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  88%|▉| 292/333 [05:53<00:48,  1.18s/it, loss=0.714, pair=0.003, adv=3.849, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  88%|▉| 292/333 [05:54<00:48,  1.18s/it, loss=0.720, pair=0.000, adv=3.653, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  88%|▉| 293/333 [05:54<00:49,  1.24s/it, loss=0.720, pair=0.000, adv=3.653, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  88%|▉| 293/333 [05:55<00:49,  1.24s/it, loss=0.703, pair=0.001, adv=4.003, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  88%|▉| 294/333 [05:55<00:47,  1.21s/it, loss=0.703, pair=0.001, adv=4.003, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  88%|▉| 294/333 [05:57<00:47,  1.21s/it, loss=0.720, pair=0.003, adv=3.875, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  89%|▉| 295/333 [05:57<00:48,  1.26s/it, loss=0.720, pair=0.003, adv=3.875, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  89%|▉| 295/333 [05:58<00:48,  1.26s/it, loss=0.728, pair=0.003, adv=3.861, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  89%|▉| 296/333 [05:58<00:46,  1.24s/it, loss=0.728, pair=0.003, adv=3.861, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  89%|▉| 296/333 [05:59<00:46,  1.24s/it, loss=0.711, pair=0.004, adv=3.650, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  89%|▉| 297/333 [05:59<00:46,  1.28s/it, loss=0.711, pair=0.004, adv=3.650, sprd=0.019
Ep 036/60 [S2→S3:ramp]:  89%|▉| 297/333 [06:00<00:46,  1.28s/it, loss=0.713, pair=0.001, adv=3.840, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:00<00:40,  1.17s/it, loss=0.713, pair=0.001, adv=3.840, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:02<00:40,  1.17s/it, loss=0.741, pair=0.002, adv=3.652, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:02<00:42,  1.25s/it, loss=0.741, pair=0.002, adv=3.652, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:03<00:42,  1.25s/it, loss=0.723, pair=0.001, adv=3.584, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:03<00:40,  1.23s/it, loss=0.723, pair=0.001, adv=3.584, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:04<00:40,  1.23s/it, loss=0.726, pair=0.004, adv=3.820, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:04<00:41,  1.29s/it, loss=0.726, pair=0.004, adv=3.820, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:05<00:41,  1.29s/it, loss=0.719, pair=0.001, adv=3.992, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:05<00:36,  1.19s/it, loss=0.719, pair=0.001, adv=3.992, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:07<00:36,  1.19s/it, loss=0.713, pair=0.000, adv=3.954, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:07<00:38,  1.27s/it, loss=0.713, pair=0.000, adv=3.954, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:08<00:38,  1.27s/it, loss=0.743, pair=0.000, adv=3.343, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:08<00:36,  1.25s/it, loss=0.743, pair=0.000, adv=3.343, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:09<00:36,  1.25s/it, loss=0.709, pair=0.003, adv=3.630, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:09<00:35,  1.25s/it, loss=0.709, pair=0.003, adv=3.630, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:10<00:35,  1.25s/it, loss=0.701, pair=0.001, adv=3.268, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:10<00:31,  1.17s/it, loss=0.701, pair=0.001, adv=3.268, sprd=0.020
Ep 036/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:11<00:31,  1.17s/it, loss=0.707, pair=0.005, adv=3.886, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:11<00:31,  1.20s/it, loss=0.707, pair=0.005, adv=3.886, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:12<00:31,  1.20s/it, loss=0.726, pair=0.017, adv=4.387, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:12<00:29,  1.17s/it, loss=0.726, pair=0.017, adv=4.387, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:14<00:29,  1.17s/it, loss=0.728, pair=0.003, adv=4.550, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  93%|▉| 309/333 [06:14<00:28,  1.17s/it, loss=0.728, pair=0.003, adv=4.550, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  93%|▉| 309/333 [06:15<00:28,  1.17s/it, loss=0.727, pair=0.010, adv=3.886, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  93%|▉| 310/333 [06:15<00:26,  1.16s/it, loss=0.727, pair=0.010, adv=3.886, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  93%|▉| 310/333 [06:16<00:26,  1.16s/it, loss=0.726, pair=0.002, adv=4.661, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  93%|▉| 311/333 [06:16<00:26,  1.18s/it, loss=0.726, pair=0.002, adv=4.661, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  93%|▉| 311/333 [06:17<00:26,  1.18s/it, loss=0.721, pair=0.004, adv=3.769, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  94%|▉| 312/333 [06:17<00:24,  1.17s/it, loss=0.721, pair=0.004, adv=3.769, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  94%|▉| 312/333 [06:18<00:24,  1.17s/it, loss=0.737, pair=0.001, adv=5.209, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 313/333 [06:18<00:24,  1.22s/it, loss=0.737, pair=0.001, adv=5.209, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 313/333 [06:20<00:24,  1.22s/it, loss=0.726, pair=0.002, adv=4.862, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 314/333 [06:20<00:22,  1.21s/it, loss=0.726, pair=0.002, adv=4.862, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  94%|▉| 314/333 [06:21<00:22,  1.21s/it, loss=0.695, pair=0.002, adv=4.054, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  95%|▉| 315/333 [06:21<00:22,  1.24s/it, loss=0.695, pair=0.002, adv=4.054, sprd=0.016
Ep 036/60 [S2→S3:ramp]:  95%|▉| 315/333 [06:22<00:22,  1.24s/it, loss=0.716, pair=0.002, adv=4.652, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 316/333 [06:22<00:20,  1.19s/it, loss=0.716, pair=0.002, adv=4.652, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 316/333 [06:23<00:20,  1.19s/it, loss=0.710, pair=0.000, adv=4.927, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 317/333 [06:23<00:20,  1.26s/it, loss=0.710, pair=0.000, adv=4.927, sprd=0.021
Ep 036/60 [S2→S3:ramp]:  95%|▉| 317/333 [06:24<00:20,  1.26s/it, loss=0.753, pair=0.002, adv=4.693, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  95%|▉| 318/333 [06:24<00:17,  1.17s/it, loss=0.753, pair=0.002, adv=4.693, sprd=0.032
Ep 036/60 [S2→S3:ramp]:  95%|▉| 318/333 [06:26<00:17,  1.17s/it, loss=0.720, pair=0.002, adv=4.692, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  96%|▉| 319/333 [06:26<00:17,  1.27s/it, loss=0.720, pair=0.002, adv=4.692, sprd=0.022
Ep 036/60 [S2→S3:ramp]:  96%|▉| 319/333 [06:27<00:17,  1.27s/it, loss=0.728, pair=0.002, adv=5.018, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  96%|▉| 320/333 [06:27<00:15,  1.23s/it, loss=0.728, pair=0.002, adv=5.018, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  96%|▉| 320/333 [06:28<00:15,  1.23s/it, loss=0.688, pair=0.005, adv=4.997, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  96%|▉| 321/333 [06:28<00:14,  1.24s/it, loss=0.688, pair=0.005, adv=4.997, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  96%|▉| 321/333 [06:29<00:14,  1.24s/it, loss=0.743, pair=0.001, adv=4.693, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  97%|▉| 322/333 [06:29<00:13,  1.23s/it, loss=0.743, pair=0.001, adv=4.693, sprd=0.031
Ep 036/60 [S2→S3:ramp]:  97%|▉| 322/333 [06:31<00:13,  1.23s/it, loss=0.800, pair=0.003, adv=4.822, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  97%|▉| 323/333 [06:31<00:12,  1.25s/it, loss=0.800, pair=0.003, adv=4.822, sprd=0.023
Ep 036/60 [S2→S3:ramp]:  97%|▉| 323/333 [06:32<00:12,  1.25s/it, loss=0.724, pair=0.005, adv=4.843, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  97%|▉| 324/333 [06:32<00:10,  1.20s/it, loss=0.724, pair=0.005, adv=4.843, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  97%|▉| 324/333 [06:33<00:10,  1.20s/it, loss=0.818, pair=0.005, adv=5.009, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  98%|▉| 325/333 [06:33<00:10,  1.25s/it, loss=0.818, pair=0.005, adv=5.009, sprd=0.026
Ep 036/60 [S2→S3:ramp]:  98%|▉| 325/333 [06:34<00:10,  1.25s/it, loss=0.723, pair=0.003, adv=4.939, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  98%|▉| 326/333 [06:34<00:08,  1.19s/it, loss=0.723, pair=0.003, adv=4.939, sprd=0.025
Ep 036/60 [S2→S3:ramp]:  98%|▉| 326/333 [06:36<00:08,  1.19s/it, loss=0.691, pair=0.004, adv=4.312, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  98%|▉| 327/333 [06:36<00:07,  1.24s/it, loss=0.691, pair=0.004, adv=4.312, sprd=0.017
Ep 036/60 [S2→S3:ramp]:  98%|▉| 327/333 [06:37<00:07,  1.24s/it, loss=0.744, pair=0.003, adv=4.209, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  98%|▉| 328/333 [06:37<00:06,  1.22s/it, loss=0.744, pair=0.003, adv=4.209, sprd=0.027
Ep 036/60 [S2→S3:ramp]:  98%|▉| 328/333 [06:38<00:06,  1.22s/it, loss=0.743, pair=0.006, adv=4.771, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  99%|▉| 329/333 [06:38<00:05,  1.28s/it, loss=0.743, pair=0.006, adv=4.771, sprd=0.029
Ep 036/60 [S2→S3:ramp]:  99%|▉| 329/333 [06:39<00:05,  1.28s/it, loss=0.744, pair=0.005, adv=4.710, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  99%|▉| 330/333 [06:39<00:03,  1.24s/it, loss=0.744, pair=0.005, adv=4.710, sprd=0.028
Ep 036/60 [S2→S3:ramp]:  99%|▉| 330/333 [06:41<00:03,  1.24s/it, loss=0.722, pair=0.002, adv=4.938, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  99%|▉| 331/333 [06:41<00:02,  1.28s/it, loss=0.722, pair=0.002, adv=4.938, sprd=0.024
Ep 036/60 [S2→S3:ramp]:  99%|▉| 331/333 [06:42<00:02,  1.28s/it, loss=0.740, pair=0.004, adv=4.408, sprd=0.025
Ep 036/60 [S2→S3:ramp]: 100%|▉| 332/333 [06:42<00:01,  1.19s/it, loss=0.740, pair=0.004, adv=4.408, sprd=0.025
Ep 036/60 [S2→S3:ramp]: 100%|▉| 332/333 [06:43<00:01,  1.19s/it, loss=0.704, pair=0.001, adv=4.199, sprd=0.019
Ep 036/60 [S2→S3:ramp]: 100%|█| 333/333 [06:43<00:00,  1.27s/it, loss=0.704, pair=0.001, adv=4.199, sprd=0.019
                                                                                                              
Epoch 036/60 [S2→S3:ramp]  loss=0.7243  mat=0.3297  sens=1.0140  pair=0.0044  adv=3.8792(rand=3.37)  deg=0.0082  orth=0.0015  spread=0.0234  q_mean=51.2  q_std=16.1  α=0.30 β=0.30 γ=0.60 λ_grl=0.600  lr=4.02e-05  404s

Ep 037/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 037/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.825, pair=0.007, adv=4.930, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<08:50,  1.60s/it, loss=0.825, pair=0.007, adv=4.930, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:   0%|  | 1/333 [00:02<08:50,  1.60s/it, loss=0.748, pair=0.004, adv=4.577, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:   1%|  | 2/333 [00:02<07:29,  1.36s/it, loss=0.748, pair=0.004, adv=4.577, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:   1%|  | 2/333 [00:03<07:29,  1.36s/it, loss=0.721, pair=0.006, adv=5.103, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   1%|  | 3/333 [00:03<07:02,  1.28s/it, loss=0.721, pair=0.006, adv=5.103, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   1%|  | 3/333 [00:05<07:02,  1.28s/it, loss=0.738, pair=0.003, adv=5.020, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   1%|  | 4/333 [00:05<06:49,  1.25s/it, loss=0.738, pair=0.003, adv=5.020, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   1%|  | 4/333 [00:06<06:49,  1.25s/it, loss=0.790, pair=0.001, adv=4.549, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:   2%|  | 5/333 [00:06<07:03,  1.29s/it, loss=0.790, pair=0.001, adv=4.549, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:   2%|  | 5/333 [00:07<07:03,  1.29s/it, loss=0.738, pair=0.003, adv=4.880, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   2%|  | 6/333 [00:07<06:22,  1.17s/it, loss=0.738, pair=0.003, adv=4.880, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   2%|  | 6/333 [00:08<06:22,  1.17s/it, loss=0.742, pair=0.008, adv=4.498, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   2%|  | 7/333 [00:08<06:37,  1.22s/it, loss=0.742, pair=0.008, adv=4.498, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   2%|  | 7/333 [00:09<06:37,  1.22s/it, loss=0.725, pair=0.008, adv=4.552, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   2%|  | 8/333 [00:09<06:00,  1.11s/it, loss=0.725, pair=0.008, adv=4.552, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   2%|  | 8/333 [00:11<06:00,  1.11s/it, loss=0.722, pair=0.008, adv=4.424, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   3%|  | 9/333 [00:11<06:29,  1.20s/it, loss=0.722, pair=0.008, adv=4.424, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   3%|  | 9/333 [00:12<06:29,  1.20s/it, loss=0.715, pair=0.005, adv=5.079, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   3%| | 10/333 [00:12<06:19,  1.18s/it, loss=0.715, pair=0.005, adv=5.079, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   3%| | 10/333 [00:13<06:19,  1.18s/it, loss=0.805, pair=0.003, adv=4.259, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   3%| | 11/333 [00:13<06:38,  1.24s/it, loss=0.805, pair=0.003, adv=4.259, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   3%| | 11/333 [00:14<06:38,  1.24s/it, loss=0.722, pair=0.004, adv=4.306, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   4%| | 12/333 [00:14<06:26,  1.21s/it, loss=0.722, pair=0.004, adv=4.306, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   4%| | 12/333 [00:16<06:26,  1.21s/it, loss=0.746, pair=0.008, adv=4.451, sprd=0.029]
Ep 037/60 [S2→S3:ramp]:   4%| | 13/333 [00:16<06:52,  1.29s/it, loss=0.746, pair=0.008, adv=4.451, sprd=0.029]
Ep 037/60 [S2→S3:ramp]:   4%| | 13/333 [00:17<06:52,  1.29s/it, loss=0.730, pair=0.005, adv=4.731, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   4%| | 14/333 [00:17<06:21,  1.20s/it, loss=0.730, pair=0.005, adv=4.731, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   4%| | 14/333 [00:18<06:21,  1.20s/it, loss=0.716, pair=0.001, adv=4.793, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 15/333 [00:18<06:45,  1.27s/it, loss=0.716, pair=0.001, adv=4.793, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 15/333 [00:19<06:45,  1.27s/it, loss=0.730, pair=0.007, adv=4.336, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   5%| | 16/333 [00:19<06:29,  1.23s/it, loss=0.730, pair=0.007, adv=4.336, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   5%| | 16/333 [00:21<06:29,  1.23s/it, loss=0.719, pair=0.003, adv=4.137, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 17/333 [00:21<06:40,  1.27s/it, loss=0.719, pair=0.003, adv=4.137, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:   5%| | 17/333 [00:22<06:40,  1.27s/it, loss=0.739, pair=0.005, adv=4.427, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   5%| | 18/333 [00:22<06:32,  1.25s/it, loss=0.739, pair=0.005, adv=4.427, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:   5%| | 18/333 [00:23<06:32,  1.25s/it, loss=0.710, pair=0.005, adv=3.637, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:   6%| | 19/333 [00:23<06:45,  1.29s/it, loss=0.710, pair=0.005, adv=3.637, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:   6%| | 19/333 [00:24<06:45,  1.29s/it, loss=0.732, pair=0.001, adv=4.609, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   6%| | 20/333 [00:24<06:23,  1.23s/it, loss=0.732, pair=0.001, adv=4.609, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   6%| | 20/333 [00:26<06:23,  1.23s/it, loss=0.717, pair=0.002, adv=4.974, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   6%| | 21/333 [00:26<06:35,  1.27s/it, loss=0.717, pair=0.002, adv=4.974, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   6%| | 21/333 [00:27<06:35,  1.27s/it, loss=0.727, pair=0.010, adv=5.104, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   7%| | 22/333 [00:27<06:20,  1.22s/it, loss=0.727, pair=0.010, adv=5.104, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   7%| | 22/333 [00:28<06:20,  1.22s/it, loss=0.743, pair=0.011, adv=4.942, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   7%| | 23/333 [00:28<06:18,  1.22s/it, loss=0.743, pair=0.011, adv=4.942, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:   7%| | 23/333 [00:29<06:18,  1.22s/it, loss=0.720, pair=0.010, adv=4.679, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   7%| | 24/333 [00:29<06:12,  1.21s/it, loss=0.720, pair=0.010, adv=4.679, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:   7%| | 24/333 [00:30<06:12,  1.21s/it, loss=0.716, pair=0.005, adv=4.639, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   8%| | 25/333 [00:30<06:21,  1.24s/it, loss=0.716, pair=0.005, adv=4.639, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   8%| | 25/333 [00:32<06:21,  1.24s/it, loss=0.718, pair=0.016, adv=4.442, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   8%| | 26/333 [00:32<06:15,  1.22s/it, loss=0.718, pair=0.016, adv=4.442, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:   8%| | 26/333 [00:33<06:15,  1.22s/it, loss=0.705, pair=0.008, adv=4.471, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:   8%| | 27/333 [00:33<06:26,  1.26s/it, loss=0.705, pair=0.008, adv=4.471, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:   8%| | 27/333 [00:34<06:26,  1.26s/it, loss=0.699, pair=0.012, adv=4.228, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:   8%| | 28/333 [00:34<05:56,  1.17s/it, loss=0.699, pair=0.012, adv=4.228, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:   8%| | 28/333 [00:35<05:56,  1.17s/it, loss=0.716, pair=0.002, adv=4.222, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   9%| | 29/333 [00:35<06:21,  1.25s/it, loss=0.716, pair=0.002, adv=4.222, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:   9%| | 29/333 [00:37<06:21,  1.25s/it, loss=0.737, pair=0.005, adv=4.155, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   9%| | 30/333 [00:37<06:12,  1.23s/it, loss=0.737, pair=0.005, adv=4.155, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:   9%| | 30/333 [00:38<06:12,  1.23s/it, loss=0.730, pair=0.004, adv=4.434, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:   9%| | 31/333 [00:38<06:24,  1.27s/it, loss=0.730, pair=0.004, adv=4.434, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:   9%| | 31/333 [00:39<06:24,  1.27s/it, loss=0.728, pair=0.001, adv=4.494, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  10%| | 32/333 [00:39<06:11,  1.23s/it, loss=0.728, pair=0.001, adv=4.494, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  10%| | 32/333 [00:40<06:11,  1.23s/it, loss=0.802, pair=0.001, adv=4.066, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  10%| | 33/333 [00:40<06:10,  1.24s/it, loss=0.802, pair=0.001, adv=4.066, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  10%| | 33/333 [00:41<06:10,  1.24s/it, loss=0.720, pair=0.002, adv=4.417, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  10%| | 34/333 [00:41<06:02,  1.21s/it, loss=0.720, pair=0.002, adv=4.417, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  10%| | 34/333 [00:43<06:02,  1.21s/it, loss=0.705, pair=0.005, adv=4.554, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  11%| | 35/333 [00:43<06:17,  1.27s/it, loss=0.705, pair=0.005, adv=4.554, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  11%| | 35/333 [00:44<06:17,  1.27s/it, loss=0.730, pair=0.006, adv=3.882, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  11%| | 36/333 [00:44<05:57,  1.21s/it, loss=0.730, pair=0.006, adv=3.882, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  11%| | 36/333 [00:45<05:57,  1.21s/it, loss=0.722, pair=0.003, adv=4.199, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  11%| | 37/333 [00:45<06:11,  1.25s/it, loss=0.722, pair=0.003, adv=4.199, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  11%| | 37/333 [00:46<06:11,  1.25s/it, loss=0.720, pair=0.003, adv=4.573, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  11%| | 38/333 [00:46<05:55,  1.21s/it, loss=0.720, pair=0.003, adv=4.573, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  11%| | 38/333 [00:48<05:55,  1.21s/it, loss=0.788, pair=0.003, adv=3.630, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  12%| | 39/333 [00:48<06:15,  1.28s/it, loss=0.788, pair=0.003, adv=3.630, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  12%| | 39/333 [00:49<06:15,  1.28s/it, loss=0.729, pair=0.006, adv=4.501, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  12%| | 40/333 [00:49<05:28,  1.12s/it, loss=0.729, pair=0.006, adv=4.501, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  12%| | 40/333 [00:50<05:28,  1.12s/it, loss=0.709, pair=0.003, adv=4.054, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  12%| | 41/333 [00:50<06:00,  1.23s/it, loss=0.709, pair=0.003, adv=4.054, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  12%| | 41/333 [00:51<06:00,  1.23s/it, loss=0.730, pair=0.001, adv=3.972, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:51<05:51,  1.21s/it, loss=0.730, pair=0.001, adv=3.972, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:52<05:51,  1.21s/it, loss=0.724, pair=0.003, adv=3.738, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:52<05:46,  1.20s/it, loss=0.724, pair=0.003, adv=3.738, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:54<05:46,  1.20s/it, loss=0.707, pair=0.001, adv=4.075, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:54<05:37,  1.17s/it, loss=0.707, pair=0.001, adv=4.075, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:55<05:37,  1.17s/it, loss=0.719, pair=0.003, adv=4.054, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:55<05:41,  1.19s/it, loss=0.719, pair=0.003, adv=4.054, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:56<05:41,  1.19s/it, loss=0.736, pair=0.001, adv=4.275, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:56<05:38,  1.18s/it, loss=0.736, pair=0.001, adv=4.275, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:57<05:38,  1.18s/it, loss=0.691, pair=0.001, adv=3.920, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:57<05:41,  1.19s/it, loss=0.691, pair=0.001, adv=3.920, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:58<05:41,  1.19s/it, loss=0.726, pair=0.002, adv=4.317, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 48/333 [00:58<05:39,  1.19s/it, loss=0.726, pair=0.002, adv=4.317, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  14%|▏| 48/333 [01:00<05:39,  1.19s/it, loss=0.791, pair=0.001, adv=4.044, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:00<05:48,  1.23s/it, loss=0.791, pair=0.001, adv=4.044, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:01<05:48,  1.23s/it, loss=0.702, pair=0.002, adv=3.905, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:01<05:30,  1.17s/it, loss=0.702, pair=0.002, adv=3.905, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:02<05:30,  1.17s/it, loss=0.714, pair=0.006, adv=4.170, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:02<05:52,  1.25s/it, loss=0.714, pair=0.006, adv=4.170, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:03<05:52,  1.25s/it, loss=0.734, pair=0.003, adv=4.274, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:03<05:23,  1.15s/it, loss=0.734, pair=0.003, adv=4.274, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:05<05:23,  1.15s/it, loss=0.742, pair=0.002, adv=4.223, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:05<05:52,  1.26s/it, loss=0.742, pair=0.002, adv=4.223, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:06<05:52,  1.26s/it, loss=0.728, pair=0.004, adv=4.048, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:06<05:42,  1.23s/it, loss=0.728, pair=0.004, adv=4.048, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:07<05:42,  1.23s/it, loss=0.698, pair=0.002, adv=4.152, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:07<06:02,  1.30s/it, loss=0.698, pair=0.002, adv=4.152, sprd=0.017]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:08<06:02,  1.30s/it, loss=0.711, pair=0.005, adv=3.911, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:08<05:44,  1.24s/it, loss=0.711, pair=0.005, adv=3.911, sprd=0.019]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:10<05:44,  1.24s/it, loss=0.811, pair=0.001, adv=4.307, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:10<05:47,  1.26s/it, loss=0.811, pair=0.001, adv=4.307, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:11<05:47,  1.26s/it, loss=0.736, pair=0.000, adv=4.418, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:11<05:43,  1.25s/it, loss=0.736, pair=0.000, adv=4.418, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:12<05:43,  1.25s/it, loss=0.725, pair=0.001, adv=4.252, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:12<05:52,  1.29s/it, loss=0.725, pair=0.001, adv=4.252, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:13<05:52,  1.29s/it, loss=0.735, pair=0.007, adv=4.425, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:13<05:33,  1.22s/it, loss=0.735, pair=0.007, adv=4.425, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:15<05:33,  1.22s/it, loss=0.724, pair=0.002, adv=3.899, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:15<05:48,  1.28s/it, loss=0.724, pair=0.002, adv=3.899, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:16<05:48,  1.28s/it, loss=0.743, pair=0.002, adv=4.471, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:16<05:22,  1.19s/it, loss=0.743, pair=0.002, adv=4.471, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:17<05:22,  1.19s/it, loss=0.744, pair=0.003, adv=4.305, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:17<05:38,  1.25s/it, loss=0.744, pair=0.003, adv=4.305, sprd=0.028]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:18<05:38,  1.25s/it, loss=0.705, pair=0.001, adv=3.926, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:18<05:22,  1.20s/it, loss=0.705, pair=0.001, adv=3.926, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:20<05:22,  1.20s/it, loss=0.732, pair=0.002, adv=3.936, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:20<05:42,  1.28s/it, loss=0.732, pair=0.002, adv=3.936, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:21<05:42,  1.28s/it, loss=0.728, pair=0.001, adv=4.356, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:21<05:31,  1.24s/it, loss=0.728, pair=0.001, adv=4.356, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:22<05:31,  1.24s/it, loss=0.812, pair=0.000, adv=3.671, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:22<05:36,  1.26s/it, loss=0.812, pair=0.000, adv=3.671, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:23<05:36,  1.26s/it, loss=0.738, pair=0.003, adv=4.237, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:23<05:07,  1.16s/it, loss=0.738, pair=0.003, adv=4.237, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:24<05:07,  1.16s/it, loss=0.778, pair=0.155, adv=3.983, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:24<05:32,  1.26s/it, loss=0.778, pair=0.155, adv=3.983, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:26<05:32,  1.26s/it, loss=0.716, pair=0.001, adv=4.049, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:26<05:23,  1.23s/it, loss=0.716, pair=0.001, adv=4.049, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:27<05:23,  1.23s/it, loss=0.726, pair=0.009, adv=4.070, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:27<05:30,  1.26s/it, loss=0.726, pair=0.009, adv=4.070, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:28<05:30,  1.26s/it, loss=0.753, pair=0.007, adv=4.130, sprd=0.031]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:28<05:25,  1.25s/it, loss=0.753, pair=0.007, adv=4.130, sprd=0.031]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:30<05:25,  1.25s/it, loss=0.817, pair=0.001, adv=4.127, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:30<05:30,  1.27s/it, loss=0.817, pair=0.001, adv=4.127, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:31<05:30,  1.27s/it, loss=0.713, pair=0.002, adv=4.072, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:31<05:14,  1.21s/it, loss=0.713, pair=0.002, adv=4.072, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:32<05:14,  1.21s/it, loss=0.722, pair=0.003, adv=4.245, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:32<05:39,  1.32s/it, loss=0.722, pair=0.003, adv=4.245, sprd=0.021]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:33<05:39,  1.32s/it, loss=0.729, pair=0.003, adv=4.052, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:33<05:24,  1.26s/it, loss=0.729, pair=0.003, adv=4.052, sprd=0.025]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:35<05:24,  1.26s/it, loss=0.809, pair=0.000, adv=4.126, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:35<05:34,  1.31s/it, loss=0.809, pair=0.000, adv=4.126, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:36<05:34,  1.31s/it, loss=0.714, pair=0.000, adv=4.092, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 78/333 [01:36<05:20,  1.26s/it, loss=0.714, pair=0.000, adv=4.092, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  23%|▏| 78/333 [01:37<05:20,  1.26s/it, loss=0.717, pair=0.002, adv=4.397, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 79/333 [01:37<05:24,  1.28s/it, loss=0.717, pair=0.002, adv=4.397, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 79/333 [01:38<05:24,  1.28s/it, loss=0.744, pair=0.001, adv=4.530, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 80/333 [01:38<05:17,  1.26s/it, loss=0.744, pair=0.001, adv=4.530, sprd=0.030]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 80/333 [01:40<05:17,  1.26s/it, loss=0.740, pair=0.002, adv=3.869, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 81/333 [01:40<05:29,  1.31s/it, loss=0.740, pair=0.002, adv=3.869, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  24%|▏| 81/333 [01:41<05:29,  1.31s/it, loss=0.711, pair=0.000, adv=4.174, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 82/333 [01:41<05:18,  1.27s/it, loss=0.711, pair=0.000, adv=4.174, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 82/333 [01:42<05:18,  1.27s/it, loss=0.719, pair=0.001, adv=4.291, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 83/333 [01:42<05:27,  1.31s/it, loss=0.719, pair=0.001, adv=4.291, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▏| 83/333 [01:43<05:27,  1.31s/it, loss=0.718, pair=0.001, adv=3.769, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▎| 84/333 [01:43<05:11,  1.25s/it, loss=0.718, pair=0.001, adv=3.769, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  25%|▎| 84/333 [01:45<05:11,  1.25s/it, loss=0.724, pair=0.002, adv=4.507, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 85/333 [01:45<05:17,  1.28s/it, loss=0.724, pair=0.002, adv=4.507, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 85/333 [01:46<05:17,  1.28s/it, loss=0.729, pair=0.002, adv=3.937, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:46<05:01,  1.22s/it, loss=0.729, pair=0.002, adv=3.937, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:47<05:01,  1.22s/it, loss=0.725, pair=0.003, adv=3.711, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:47<05:16,  1.29s/it, loss=0.725, pair=0.003, adv=3.711, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:48<05:16,  1.29s/it, loss=0.716, pair=0.002, adv=3.807, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:48<04:59,  1.22s/it, loss=0.716, pair=0.002, adv=3.807, sprd=0.018]
Ep 037/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:50<04:59,  1.22s/it, loss=0.703, pair=0.001, adv=3.985, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:50<05:13,  1.28s/it, loss=0.703, pair=0.001, adv=3.985, sprd=0.016]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:51<05:13,  1.28s/it, loss=0.719, pair=0.001, adv=4.045, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:51<04:59,  1.23s/it, loss=0.719, pair=0.001, adv=4.045, sprd=0.022]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:52<04:59,  1.23s/it, loss=0.739, pair=0.005, adv=4.428, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:52<05:09,  1.28s/it, loss=0.739, pair=0.005, adv=4.428, sprd=0.026]
Ep 037/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:53<05:09,  1.28s/it, loss=0.739, pair=0.001, adv=3.962, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:53<04:57,  1.23s/it, loss=0.739, pair=0.001, adv=3.962, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:55<04:57,  1.23s/it, loss=0.722, pair=0.001, adv=4.227, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:55<05:09,  1.29s/it, loss=0.722, pair=0.001, adv=4.227, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:56<05:09,  1.29s/it, loss=0.742, pair=0.007, adv=4.229, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:56<04:44,  1.19s/it, loss=0.742, pair=0.007, adv=4.229, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:57<04:44,  1.19s/it, loss=0.762, pair=0.000, adv=3.874, sprd=0.033]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:57<04:59,  1.26s/it, loss=0.762, pair=0.000, adv=3.874, sprd=0.033]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:58<04:59,  1.26s/it, loss=0.728, pair=0.003, adv=3.841, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 96/333 [01:58<04:44,  1.20s/it, loss=0.728, pair=0.003, adv=3.841, sprd=0.023]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 96/333 [02:00<04:44,  1.20s/it, loss=0.755, pair=0.005, adv=3.835, sprd=0.031]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:00<05:04,  1.29s/it, loss=0.755, pair=0.005, adv=3.835, sprd=0.031]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:01<05:04,  1.29s/it, loss=0.714, pair=0.003, adv=3.859, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:01<04:36,  1.18s/it, loss=0.714, pair=0.003, adv=3.859, sprd=0.020]
Ep 037/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:02<04:36,  1.18s/it, loss=0.723, pair=0.001, adv=3.884, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:02<04:51,  1.24s/it, loss=0.723, pair=0.001, adv=3.884, sprd=0.024]
Ep 037/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:03<04:51,  1.24s/it, loss=0.744, pair=0.000, adv=3.956, sprd=0.027]
Ep 037/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:03<04:44,  1.22s/it, loss=0.744, pair=0.000, adv=3.956, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:05<04:44,  1.22s/it, loss=0.717, pair=0.001, adv=3.462, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:05<04:52,  1.26s/it, loss=0.717, pair=0.001, adv=3.462, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:06<04:52,  1.26s/it, loss=0.732, pair=0.001, adv=3.797, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:06<04:27,  1.16s/it, loss=0.732, pair=0.001, adv=3.797, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:07<04:27,  1.16s/it, loss=0.721, pair=0.006, adv=3.885, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:07<04:45,  1.24s/it, loss=0.721, pair=0.006, adv=3.885, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:08<04:45,  1.24s/it, loss=0.745, pair=0.001, adv=4.164, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:08<04:43,  1.24s/it, loss=0.745, pair=0.001, adv=4.164, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:10<04:43,  1.24s/it, loss=0.718, pair=0.000, adv=3.697, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:10<04:47,  1.26s/it, loss=0.718, pair=0.000, adv=3.697, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:11<04:47,  1.26s/it, loss=0.705, pair=0.001, adv=3.955, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:11<04:25,  1.17s/it, loss=0.705, pair=0.001, adv=3.955, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:12<04:25,  1.17s/it, loss=0.787, pair=0.000, adv=3.773, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:12<04:36,  1.22s/it, loss=0.787, pair=0.000, adv=3.773, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:13<04:36,  1.22s/it, loss=0.712, pair=0.002, adv=3.908, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:13<04:26,  1.18s/it, loss=0.712, pair=0.002, adv=3.908, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:14<04:26,  1.18s/it, loss=0.712, pair=0.001, adv=3.500, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:14<04:25,  1.19s/it, loss=0.712, pair=0.001, adv=3.500, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:15<04:25,  1.19s/it, loss=0.704, pair=0.001, adv=3.969, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:15<04:19,  1.16s/it, loss=0.704, pair=0.001, adv=3.969, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:17<04:19,  1.16s/it, loss=0.716, pair=0.000, adv=3.651, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:17<04:36,  1.25s/it, loss=0.716, pair=0.000, adv=3.651, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:18<04:36,  1.25s/it, loss=0.739, pair=0.002, adv=4.291, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:18<04:30,  1.22s/it, loss=0.739, pair=0.002, adv=4.291, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:19<04:30,  1.22s/it, loss=0.729, pair=0.001, adv=3.750, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:19<04:43,  1.29s/it, loss=0.729, pair=0.001, adv=3.750, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:20<04:43,  1.29s/it, loss=0.728, pair=0.001, adv=3.659, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:20<04:33,  1.25s/it, loss=0.728, pair=0.001, adv=3.659, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:22<04:33,  1.25s/it, loss=0.792, pair=0.001, adv=4.135, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:22<04:35,  1.26s/it, loss=0.792, pair=0.001, adv=4.135, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:23<04:35,  1.26s/it, loss=0.729, pair=0.001, adv=3.426, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:23<04:29,  1.24s/it, loss=0.729, pair=0.001, adv=3.426, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:24<04:29,  1.24s/it, loss=0.710, pair=0.000, adv=4.009, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:24<04:35,  1.28s/it, loss=0.710, pair=0.000, adv=4.009, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:25<04:35,  1.28s/it, loss=0.710, pair=0.000, adv=3.758, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 118/333 [02:25<04:26,  1.24s/it, loss=0.710, pair=0.000, adv=3.758, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  35%|▎| 118/333 [02:27<04:26,  1.24s/it, loss=0.728, pair=0.003, adv=4.114, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  36%|▎| 119/333 [02:27<04:35,  1.29s/it, loss=0.728, pair=0.003, adv=4.114, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  36%|▎| 119/333 [02:28<04:35,  1.29s/it, loss=0.740, pair=0.005, adv=3.757, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  36%|▎| 120/333 [02:28<04:09,  1.17s/it, loss=0.740, pair=0.005, adv=3.757, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  36%|▎| 120/333 [02:29<04:09,  1.17s/it, loss=0.725, pair=0.001, adv=3.750, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  36%|▎| 121/333 [02:29<04:25,  1.25s/it, loss=0.725, pair=0.001, adv=3.750, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  36%|▎| 121/333 [02:30<04:25,  1.25s/it, loss=0.730, pair=0.001, adv=3.858, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  37%|▎| 122/333 [02:30<04:18,  1.23s/it, loss=0.730, pair=0.001, adv=3.858, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  37%|▎| 122/333 [02:31<04:18,  1.23s/it, loss=0.733, pair=0.001, adv=3.820, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  37%|▎| 123/333 [02:31<04:09,  1.19s/it, loss=0.733, pair=0.001, adv=3.820, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  37%|▎| 123/333 [02:33<04:09,  1.19s/it, loss=0.760, pair=0.006, adv=4.079, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  37%|▎| 124/333 [02:33<04:10,  1.20s/it, loss=0.760, pair=0.006, adv=4.079, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  37%|▎| 124/333 [02:34<04:10,  1.20s/it, loss=0.736, pair=0.001, adv=3.897, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  38%|▍| 125/333 [02:34<04:24,  1.27s/it, loss=0.736, pair=0.001, adv=3.897, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  38%|▍| 125/333 [02:35<04:24,  1.27s/it, loss=0.714, pair=0.005, adv=3.677, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  38%|▍| 126/333 [02:35<04:13,  1.23s/it, loss=0.714, pair=0.005, adv=3.677, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  38%|▍| 126/333 [02:36<04:13,  1.23s/it, loss=0.718, pair=0.000, adv=3.535, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  38%|▍| 127/333 [02:36<04:08,  1.21s/it, loss=0.718, pair=0.000, adv=3.535, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  38%|▍| 127/333 [02:38<04:08,  1.21s/it, loss=0.731, pair=0.006, adv=3.960, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  38%|▍| 128/333 [02:38<04:03,  1.19s/it, loss=0.731, pair=0.006, adv=3.960, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  38%|▍| 128/333 [02:39<04:03,  1.19s/it, loss=0.710, pair=0.002, adv=3.650, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  39%|▍| 129/333 [02:39<04:15,  1.25s/it, loss=0.710, pair=0.002, adv=3.650, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  39%|▍| 129/333 [02:40<04:15,  1.25s/it, loss=0.735, pair=0.002, adv=3.810, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  39%|▍| 130/333 [02:40<04:08,  1.22s/it, loss=0.735, pair=0.002, adv=3.810, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  39%|▍| 130/333 [02:41<04:08,  1.22s/it, loss=0.730, pair=0.004, adv=3.877, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  39%|▍| 131/333 [02:41<04:11,  1.24s/it, loss=0.730, pair=0.004, adv=3.877, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  39%|▍| 131/333 [02:42<04:11,  1.24s/it, loss=0.702, pair=0.001, adv=4.099, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  40%|▍| 132/333 [02:42<03:57,  1.18s/it, loss=0.702, pair=0.001, adv=4.099, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  40%|▍| 132/333 [02:44<03:57,  1.18s/it, loss=0.732, pair=0.002, adv=4.027, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  40%|▍| 133/333 [02:44<04:16,  1.28s/it, loss=0.732, pair=0.002, adv=4.027, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  40%|▍| 133/333 [02:45<04:16,  1.28s/it, loss=0.722, pair=0.001, adv=4.010, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  40%|▍| 134/333 [02:45<04:06,  1.24s/it, loss=0.722, pair=0.001, adv=4.010, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  40%|▍| 134/333 [02:47<04:06,  1.24s/it, loss=0.738, pair=0.003, adv=3.904, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  41%|▍| 135/333 [02:47<04:14,  1.29s/it, loss=0.738, pair=0.003, adv=3.904, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  41%|▍| 135/333 [02:48<04:14,  1.29s/it, loss=0.752, pair=0.001, adv=3.926, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  41%|▍| 136/333 [02:48<04:03,  1.24s/it, loss=0.752, pair=0.001, adv=3.926, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  41%|▍| 136/333 [02:49<04:03,  1.24s/it, loss=0.762, pair=0.001, adv=3.963, sprd=0.032
Ep 037/60 [S2→S3:ramp]:  41%|▍| 137/333 [02:49<04:15,  1.30s/it, loss=0.762, pair=0.001, adv=3.963, sprd=0.032
Ep 037/60 [S2→S3:ramp]:  41%|▍| 137/333 [02:50<04:15,  1.30s/it, loss=0.726, pair=0.001, adv=3.995, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  41%|▍| 138/333 [02:50<04:07,  1.27s/it, loss=0.726, pair=0.001, adv=3.995, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  41%|▍| 138/333 [02:52<04:07,  1.27s/it, loss=0.699, pair=0.003, adv=3.649, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  42%|▍| 139/333 [02:52<04:15,  1.32s/it, loss=0.699, pair=0.003, adv=3.649, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  42%|▍| 139/333 [02:53<04:15,  1.32s/it, loss=0.757, pair=0.004, adv=4.083, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  42%|▍| 140/333 [02:53<03:50,  1.19s/it, loss=0.757, pair=0.004, adv=4.083, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  42%|▍| 140/333 [02:54<03:50,  1.19s/it, loss=0.722, pair=0.007, adv=4.049, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  42%|▍| 141/333 [02:54<04:00,  1.25s/it, loss=0.722, pair=0.007, adv=4.049, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  42%|▍| 141/333 [02:55<04:00,  1.25s/it, loss=0.718, pair=0.002, adv=4.064, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  43%|▍| 142/333 [02:55<03:53,  1.22s/it, loss=0.718, pair=0.002, adv=4.064, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  43%|▍| 142/333 [02:57<03:53,  1.22s/it, loss=0.733, pair=0.000, adv=3.839, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  43%|▍| 143/333 [02:57<04:05,  1.29s/it, loss=0.733, pair=0.000, adv=3.839, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  43%|▍| 143/333 [02:58<04:05,  1.29s/it, loss=0.692, pair=0.002, adv=3.831, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  43%|▍| 144/333 [02:58<03:53,  1.24s/it, loss=0.692, pair=0.002, adv=3.831, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  43%|▍| 144/333 [02:59<03:53,  1.24s/it, loss=0.725, pair=0.001, adv=3.869, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  44%|▍| 145/333 [02:59<03:57,  1.26s/it, loss=0.725, pair=0.001, adv=3.869, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  44%|▍| 145/333 [03:00<03:57,  1.26s/it, loss=0.722, pair=0.008, adv=3.581, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  44%|▍| 146/333 [03:00<03:50,  1.23s/it, loss=0.722, pair=0.008, adv=3.581, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  44%|▍| 146/333 [03:02<03:50,  1.23s/it, loss=0.794, pair=0.003, adv=3.871, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  44%|▍| 147/333 [03:02<03:58,  1.28s/it, loss=0.794, pair=0.003, adv=3.871, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  44%|▍| 147/333 [03:03<03:58,  1.28s/it, loss=0.728, pair=0.003, adv=4.138, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  44%|▍| 148/333 [03:03<03:51,  1.25s/it, loss=0.728, pair=0.003, adv=4.138, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  44%|▍| 148/333 [03:04<03:51,  1.25s/it, loss=0.717, pair=0.003, adv=4.138, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  45%|▍| 149/333 [03:04<03:54,  1.27s/it, loss=0.717, pair=0.003, adv=4.138, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  45%|▍| 149/333 [03:05<03:54,  1.27s/it, loss=0.720, pair=0.007, adv=3.684, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  45%|▍| 150/333 [03:05<03:47,  1.24s/it, loss=0.720, pair=0.007, adv=3.684, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  45%|▍| 150/333 [03:07<03:47,  1.24s/it, loss=0.730, pair=0.000, adv=3.889, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  45%|▍| 151/333 [03:07<03:52,  1.28s/it, loss=0.730, pair=0.000, adv=3.889, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  45%|▍| 151/333 [03:08<03:52,  1.28s/it, loss=0.706, pair=0.001, adv=3.948, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:08<03:40,  1.22s/it, loss=0.706, pair=0.001, adv=3.948, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:09<03:40,  1.22s/it, loss=0.722, pair=0.002, adv=3.749, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:09<03:42,  1.23s/it, loss=0.722, pair=0.002, adv=3.749, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:10<03:42,  1.23s/it, loss=0.726, pair=0.004, adv=4.113, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:10<03:37,  1.21s/it, loss=0.726, pair=0.004, adv=4.113, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:12<03:37,  1.21s/it, loss=0.722, pair=0.000, adv=3.885, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:12<03:44,  1.26s/it, loss=0.722, pair=0.000, adv=3.885, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:13<03:44,  1.26s/it, loss=0.727, pair=0.000, adv=3.819, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 156/333 [03:13<03:35,  1.22s/it, loss=0.727, pair=0.000, adv=3.819, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  47%|▍| 156/333 [03:14<03:35,  1.22s/it, loss=0.692, pair=0.003, adv=3.757, sprd=0.015
Ep 037/60 [S2→S3:ramp]:  47%|▍| 157/333 [03:14<03:38,  1.24s/it, loss=0.692, pair=0.003, adv=3.757, sprd=0.015
Ep 037/60 [S2→S3:ramp]:  47%|▍| 157/333 [03:15<03:38,  1.24s/it, loss=0.716, pair=0.001, adv=4.143, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  47%|▍| 158/333 [03:15<03:32,  1.22s/it, loss=0.716, pair=0.001, adv=4.143, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  47%|▍| 158/333 [03:17<03:32,  1.22s/it, loss=0.732, pair=0.000, adv=4.141, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  48%|▍| 159/333 [03:17<03:41,  1.28s/it, loss=0.732, pair=0.000, adv=4.141, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  48%|▍| 159/333 [03:18<03:41,  1.28s/it, loss=0.704, pair=0.005, adv=3.574, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  48%|▍| 160/333 [03:18<03:31,  1.22s/it, loss=0.704, pair=0.005, adv=3.574, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  48%|▍| 160/333 [03:19<03:31,  1.22s/it, loss=0.803, pair=0.005, adv=3.617, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  48%|▍| 161/333 [03:19<03:36,  1.26s/it, loss=0.803, pair=0.005, adv=3.617, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  48%|▍| 161/333 [03:20<03:36,  1.26s/it, loss=0.752, pair=0.000, adv=4.272, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  49%|▍| 162/333 [03:20<03:32,  1.24s/it, loss=0.752, pair=0.000, adv=4.272, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  49%|▍| 162/333 [03:21<03:32,  1.24s/it, loss=0.738, pair=0.004, adv=4.063, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  49%|▍| 163/333 [03:21<03:33,  1.26s/it, loss=0.738, pair=0.004, adv=4.063, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  49%|▍| 163/333 [03:23<03:33,  1.26s/it, loss=0.723, pair=0.003, adv=4.222, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  49%|▍| 164/333 [03:23<03:25,  1.22s/it, loss=0.723, pair=0.003, adv=4.222, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  49%|▍| 164/333 [03:24<03:25,  1.22s/it, loss=0.713, pair=0.005, adv=3.549, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  50%|▍| 165/333 [03:24<03:39,  1.31s/it, loss=0.713, pair=0.005, adv=3.549, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  50%|▍| 165/333 [03:25<03:39,  1.31s/it, loss=0.736, pair=0.006, adv=4.233, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  50%|▍| 166/333 [03:25<03:31,  1.27s/it, loss=0.736, pair=0.006, adv=4.233, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  50%|▍| 166/333 [03:27<03:31,  1.27s/it, loss=0.723, pair=0.010, adv=4.123, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  50%|▌| 167/333 [03:27<03:33,  1.29s/it, loss=0.723, pair=0.010, adv=4.123, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  50%|▌| 167/333 [03:28<03:33,  1.29s/it, loss=0.729, pair=0.003, adv=4.199, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  50%|▌| 168/333 [03:28<03:26,  1.25s/it, loss=0.729, pair=0.003, adv=4.199, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  50%|▌| 168/333 [03:29<03:26,  1.25s/it, loss=0.703, pair=0.003, adv=3.820, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  51%|▌| 169/333 [03:29<03:31,  1.29s/it, loss=0.703, pair=0.003, adv=3.820, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  51%|▌| 169/333 [03:30<03:31,  1.29s/it, loss=0.702, pair=0.002, adv=3.900, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  51%|▌| 170/333 [03:30<03:20,  1.23s/it, loss=0.702, pair=0.002, adv=3.900, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  51%|▌| 170/333 [03:31<03:20,  1.23s/it, loss=0.735, pair=0.003, adv=4.316, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  51%|▌| 171/333 [03:31<03:20,  1.24s/it, loss=0.735, pair=0.003, adv=4.316, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  51%|▌| 171/333 [03:33<03:20,  1.24s/it, loss=0.723, pair=0.002, adv=4.116, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  52%|▌| 172/333 [03:33<03:14,  1.21s/it, loss=0.723, pair=0.002, adv=4.116, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  52%|▌| 172/333 [03:34<03:14,  1.21s/it, loss=0.727, pair=0.001, adv=3.961, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  52%|▌| 173/333 [03:34<03:06,  1.17s/it, loss=0.727, pair=0.001, adv=3.961, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  52%|▌| 173/333 [03:34<03:06,  1.17s/it, loss=0.722, pair=0.003, adv=3.533, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  52%|▌| 174/333 [03:34<02:44,  1.03s/it, loss=0.722, pair=0.003, adv=3.533, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  52%|▌| 174/333 [03:36<02:44,  1.03s/it, loss=0.732, pair=0.005, adv=3.940, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  53%|▌| 175/333 [03:36<03:04,  1.17s/it, loss=0.732, pair=0.005, adv=3.940, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  53%|▌| 175/333 [03:37<03:04,  1.17s/it, loss=0.718, pair=0.000, adv=3.873, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  53%|▌| 176/333 [03:37<03:02,  1.16s/it, loss=0.718, pair=0.000, adv=3.873, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  53%|▌| 176/333 [03:38<03:02,  1.16s/it, loss=0.745, pair=0.003, adv=4.074, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  53%|▌| 177/333 [03:38<03:06,  1.19s/it, loss=0.745, pair=0.003, adv=4.074, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  53%|▌| 177/333 [03:40<03:06,  1.19s/it, loss=0.725, pair=0.004, adv=3.643, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  53%|▌| 178/333 [03:40<03:04,  1.19s/it, loss=0.725, pair=0.004, adv=3.643, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  53%|▌| 178/333 [03:41<03:04,  1.19s/it, loss=0.785, pair=0.003, adv=3.470, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  54%|▌| 179/333 [03:41<03:13,  1.26s/it, loss=0.785, pair=0.003, adv=3.470, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  54%|▌| 179/333 [03:42<03:13,  1.26s/it, loss=0.723, pair=0.003, adv=4.041, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  54%|▌| 180/333 [03:42<03:07,  1.23s/it, loss=0.723, pair=0.003, adv=4.041, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  54%|▌| 180/333 [03:43<03:07,  1.23s/it, loss=0.729, pair=0.001, adv=3.990, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  54%|▌| 181/333 [03:43<03:13,  1.27s/it, loss=0.729, pair=0.001, adv=3.990, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  54%|▌| 181/333 [03:45<03:13,  1.27s/it, loss=0.715, pair=0.002, adv=3.734, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  55%|▌| 182/333 [03:45<03:05,  1.23s/it, loss=0.715, pair=0.002, adv=3.734, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  55%|▌| 182/333 [03:46<03:05,  1.23s/it, loss=0.725, pair=0.001, adv=4.001, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  55%|▌| 183/333 [03:46<03:12,  1.28s/it, loss=0.725, pair=0.001, adv=4.001, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  55%|▌| 183/333 [03:47<03:12,  1.28s/it, loss=0.717, pair=0.000, adv=3.644, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  55%|▌| 184/333 [03:47<03:03,  1.23s/it, loss=0.717, pair=0.000, adv=3.644, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  55%|▌| 184/333 [03:48<03:03,  1.23s/it, loss=0.784, pair=0.000, adv=3.520, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  56%|▌| 185/333 [03:48<03:06,  1.26s/it, loss=0.784, pair=0.000, adv=3.520, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  56%|▌| 185/333 [03:50<03:06,  1.26s/it, loss=0.708, pair=0.000, adv=3.861, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  56%|▌| 186/333 [03:50<03:00,  1.23s/it, loss=0.708, pair=0.000, adv=3.861, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  56%|▌| 186/333 [03:51<03:00,  1.23s/it, loss=0.747, pair=0.000, adv=3.935, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  56%|▌| 187/333 [03:51<03:07,  1.29s/it, loss=0.747, pair=0.000, adv=3.935, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  56%|▌| 187/333 [03:52<03:07,  1.29s/it, loss=0.747, pair=0.007, adv=3.587, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  56%|▌| 188/333 [03:52<02:58,  1.23s/it, loss=0.747, pair=0.007, adv=3.587, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  56%|▌| 188/333 [03:53<02:58,  1.23s/it, loss=0.733, pair=0.000, adv=3.756, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  57%|▌| 189/333 [03:53<03:04,  1.28s/it, loss=0.733, pair=0.000, adv=3.756, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  57%|▌| 189/333 [03:55<03:04,  1.28s/it, loss=0.708, pair=0.002, adv=3.602, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  57%|▌| 190/333 [03:55<02:55,  1.22s/it, loss=0.708, pair=0.002, adv=3.602, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  57%|▌| 190/333 [03:56<02:55,  1.22s/it, loss=0.752, pair=0.002, adv=3.869, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  57%|▌| 191/333 [03:56<02:49,  1.19s/it, loss=0.752, pair=0.002, adv=3.869, sprd=0.031
Ep 037/60 [S2→S3:ramp]:  57%|▌| 191/333 [03:57<02:49,  1.19s/it, loss=0.737, pair=0.003, adv=3.962, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  58%|▌| 192/333 [03:57<02:37,  1.11s/it, loss=0.737, pair=0.003, adv=3.962, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  58%|▌| 192/333 [03:58<02:37,  1.11s/it, loss=0.714, pair=0.003, adv=3.863, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  58%|▌| 193/333 [03:58<02:47,  1.20s/it, loss=0.714, pair=0.003, adv=3.863, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  58%|▌| 193/333 [03:59<02:47,  1.20s/it, loss=0.733, pair=0.003, adv=3.784, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  58%|▌| 194/333 [03:59<02:43,  1.18s/it, loss=0.733, pair=0.003, adv=3.784, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  58%|▌| 194/333 [04:00<02:43,  1.18s/it, loss=0.719, pair=0.004, adv=3.583, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  59%|▌| 195/333 [04:00<02:42,  1.18s/it, loss=0.719, pair=0.004, adv=3.583, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  59%|▌| 195/333 [04:01<02:42,  1.18s/it, loss=0.702, pair=0.002, adv=3.802, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  59%|▌| 196/333 [04:01<02:36,  1.14s/it, loss=0.702, pair=0.002, adv=3.802, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  59%|▌| 196/333 [04:03<02:36,  1.14s/it, loss=0.736, pair=0.004, adv=3.947, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  59%|▌| 197/333 [04:03<02:40,  1.18s/it, loss=0.736, pair=0.004, adv=3.947, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  59%|▌| 197/333 [04:04<02:40,  1.18s/it, loss=0.695, pair=0.004, adv=3.441, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  59%|▌| 198/333 [04:04<02:34,  1.14s/it, loss=0.695, pair=0.004, adv=3.441, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  59%|▌| 198/333 [04:05<02:34,  1.14s/it, loss=0.722, pair=0.006, adv=3.376, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  60%|▌| 199/333 [04:05<02:46,  1.24s/it, loss=0.722, pair=0.006, adv=3.376, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  60%|▌| 199/333 [04:06<02:46,  1.24s/it, loss=0.703, pair=0.001, adv=3.730, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  60%|▌| 200/333 [04:06<02:38,  1.19s/it, loss=0.703, pair=0.001, adv=3.730, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  60%|▌| 200/333 [04:08<02:38,  1.19s/it, loss=0.724, pair=0.001, adv=3.609, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  60%|▌| 201/333 [04:08<02:45,  1.26s/it, loss=0.724, pair=0.001, adv=3.609, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  60%|▌| 201/333 [04:09<02:45,  1.26s/it, loss=0.730, pair=0.003, adv=3.754, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  61%|▌| 202/333 [04:09<02:41,  1.23s/it, loss=0.730, pair=0.003, adv=3.754, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  61%|▌| 202/333 [04:10<02:41,  1.23s/it, loss=0.736, pair=0.003, adv=4.000, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  61%|▌| 203/333 [04:10<02:45,  1.27s/it, loss=0.736, pair=0.003, adv=4.000, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  61%|▌| 203/333 [04:11<02:45,  1.27s/it, loss=0.716, pair=0.002, adv=3.811, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  61%|▌| 204/333 [04:11<02:31,  1.17s/it, loss=0.716, pair=0.002, adv=3.811, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  61%|▌| 204/333 [04:13<02:31,  1.17s/it, loss=0.728, pair=0.007, adv=3.677, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  62%|▌| 205/333 [04:13<02:39,  1.25s/it, loss=0.728, pair=0.007, adv=3.677, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  62%|▌| 205/333 [04:14<02:39,  1.25s/it, loss=0.764, pair=0.001, adv=3.852, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  62%|▌| 206/333 [04:14<02:36,  1.23s/it, loss=0.764, pair=0.001, adv=3.852, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  62%|▌| 206/333 [04:15<02:36,  1.23s/it, loss=0.724, pair=0.000, adv=3.393, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  62%|▌| 207/333 [04:15<02:43,  1.30s/it, loss=0.724, pair=0.000, adv=3.393, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  62%|▌| 207/333 [04:16<02:43,  1.30s/it, loss=0.691, pair=0.004, adv=3.279, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  62%|▌| 208/333 [04:16<02:30,  1.20s/it, loss=0.691, pair=0.004, adv=3.279, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  62%|▌| 208/333 [04:17<02:30,  1.20s/it, loss=0.735, pair=0.002, adv=3.758, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  63%|▋| 209/333 [04:17<02:22,  1.15s/it, loss=0.735, pair=0.002, adv=3.758, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  63%|▋| 209/333 [04:18<02:22,  1.15s/it, loss=0.712, pair=0.003, adv=3.956, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  63%|▋| 210/333 [04:18<02:21,  1.15s/it, loss=0.712, pair=0.003, adv=3.956, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  63%|▋| 210/333 [04:20<02:21,  1.15s/it, loss=0.739, pair=0.002, adv=3.797, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  63%|▋| 211/333 [04:20<02:22,  1.17s/it, loss=0.739, pair=0.002, adv=3.797, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  63%|▋| 211/333 [04:21<02:22,  1.17s/it, loss=0.727, pair=0.003, adv=3.742, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  64%|▋| 212/333 [04:21<02:22,  1.18s/it, loss=0.727, pair=0.003, adv=3.742, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  64%|▋| 212/333 [04:22<02:22,  1.18s/it, loss=0.762, pair=0.004, adv=4.178, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  64%|▋| 213/333 [04:22<02:28,  1.23s/it, loss=0.762, pair=0.004, adv=4.178, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  64%|▋| 213/333 [04:23<02:28,  1.23s/it, loss=0.762, pair=0.006, adv=4.458, sprd=0.035
Ep 037/60 [S2→S3:ramp]:  64%|▋| 214/333 [04:23<02:26,  1.23s/it, loss=0.762, pair=0.006, adv=4.458, sprd=0.035
Ep 037/60 [S2→S3:ramp]:  64%|▋| 214/333 [04:25<02:26,  1.23s/it, loss=0.725, pair=0.005, adv=4.295, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  65%|▋| 215/333 [04:25<02:34,  1.31s/it, loss=0.725, pair=0.005, adv=4.295, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  65%|▋| 215/333 [04:26<02:34,  1.31s/it, loss=0.707, pair=0.003, adv=4.502, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  65%|▋| 216/333 [04:26<02:26,  1.26s/it, loss=0.707, pair=0.003, adv=4.502, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  65%|▋| 216/333 [04:27<02:26,  1.26s/it, loss=0.734, pair=0.007, adv=4.102, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  65%|▋| 217/333 [04:27<02:29,  1.29s/it, loss=0.734, pair=0.007, adv=4.102, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  65%|▋| 217/333 [04:28<02:29,  1.29s/it, loss=0.717, pair=0.000, adv=4.360, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  65%|▋| 218/333 [04:28<02:22,  1.24s/it, loss=0.717, pair=0.000, adv=4.360, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  65%|▋| 218/333 [04:30<02:22,  1.24s/it, loss=0.748, pair=0.001, adv=4.521, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  66%|▋| 219/333 [04:30<02:27,  1.30s/it, loss=0.748, pair=0.001, adv=4.521, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  66%|▋| 219/333 [04:31<02:27,  1.30s/it, loss=0.709, pair=0.004, adv=4.565, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  66%|▋| 220/333 [04:31<02:16,  1.21s/it, loss=0.709, pair=0.004, adv=4.565, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  66%|▋| 220/333 [04:32<02:16,  1.21s/it, loss=0.742, pair=0.001, adv=4.791, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  66%|▋| 221/333 [04:32<02:24,  1.29s/it, loss=0.742, pair=0.001, adv=4.791, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  66%|▋| 221/333 [04:33<02:24,  1.29s/it, loss=0.720, pair=0.002, adv=3.929, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  67%|▋| 222/333 [04:33<02:16,  1.23s/it, loss=0.720, pair=0.002, adv=3.929, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  67%|▋| 222/333 [04:35<02:16,  1.23s/it, loss=0.727, pair=0.002, adv=4.168, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  67%|▋| 223/333 [04:35<02:20,  1.27s/it, loss=0.727, pair=0.002, adv=4.168, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  67%|▋| 223/333 [04:36<02:20,  1.27s/it, loss=0.742, pair=0.005, adv=4.964, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  67%|▋| 224/333 [04:36<02:16,  1.25s/it, loss=0.742, pair=0.005, adv=4.964, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  67%|▋| 224/333 [04:37<02:16,  1.25s/it, loss=0.746, pair=0.009, adv=5.191, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  68%|▋| 225/333 [04:37<02:15,  1.26s/it, loss=0.746, pair=0.009, adv=5.191, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  68%|▋| 225/333 [04:38<02:15,  1.26s/it, loss=0.716, pair=0.006, adv=4.583, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  68%|▋| 226/333 [04:38<02:07,  1.19s/it, loss=0.716, pair=0.006, adv=4.583, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  68%|▋| 226/333 [04:40<02:07,  1.19s/it, loss=0.719, pair=0.001, adv=4.618, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  68%|▋| 227/333 [04:40<02:10,  1.23s/it, loss=0.719, pair=0.001, adv=4.618, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  68%|▋| 227/333 [04:41<02:10,  1.23s/it, loss=0.719, pair=0.001, adv=4.160, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  68%|▋| 228/333 [04:41<02:06,  1.21s/it, loss=0.719, pair=0.001, adv=4.160, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  68%|▋| 228/333 [04:42<02:06,  1.21s/it, loss=0.728, pair=0.005, adv=5.185, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  69%|▋| 229/333 [04:42<02:10,  1.26s/it, loss=0.728, pair=0.005, adv=5.185, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  69%|▋| 229/333 [04:43<02:10,  1.26s/it, loss=0.719, pair=0.008, adv=4.398, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  69%|▋| 230/333 [04:43<02:02,  1.19s/it, loss=0.719, pair=0.008, adv=4.398, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  69%|▋| 230/333 [04:45<02:02,  1.19s/it, loss=0.724, pair=0.010, adv=3.981, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  69%|▋| 231/333 [04:45<02:05,  1.23s/it, loss=0.724, pair=0.010, adv=3.981, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  69%|▋| 231/333 [04:46<02:05,  1.23s/it, loss=0.752, pair=0.002, adv=4.523, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  70%|▋| 232/333 [04:46<02:01,  1.20s/it, loss=0.752, pair=0.002, adv=4.523, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  70%|▋| 232/333 [04:47<02:01,  1.20s/it, loss=0.822, pair=0.000, adv=4.603, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  70%|▋| 233/333 [04:47<02:01,  1.21s/it, loss=0.822, pair=0.000, adv=4.603, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  70%|▋| 233/333 [04:48<02:01,  1.21s/it, loss=0.712, pair=0.005, adv=5.156, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  70%|▋| 234/333 [04:48<01:57,  1.19s/it, loss=0.712, pair=0.005, adv=5.156, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  70%|▋| 234/333 [04:49<01:57,  1.19s/it, loss=0.812, pair=0.000, adv=4.469, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  71%|▋| 235/333 [04:49<01:58,  1.20s/it, loss=0.812, pair=0.000, adv=4.469, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  71%|▋| 235/333 [04:50<01:58,  1.20s/it, loss=0.721, pair=0.000, adv=4.687, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  71%|▋| 236/333 [04:50<01:55,  1.19s/it, loss=0.721, pair=0.000, adv=4.687, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  71%|▋| 236/333 [04:52<01:55,  1.19s/it, loss=0.701, pair=0.007, adv=4.304, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  71%|▋| 237/333 [04:52<02:01,  1.27s/it, loss=0.701, pair=0.007, adv=4.304, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  71%|▋| 237/333 [04:53<02:01,  1.27s/it, loss=0.717, pair=0.003, adv=4.242, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  71%|▋| 238/333 [04:53<01:53,  1.19s/it, loss=0.717, pair=0.003, adv=4.242, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  71%|▋| 238/333 [04:54<01:53,  1.19s/it, loss=0.728, pair=0.000, adv=4.620, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  72%|▋| 239/333 [04:54<01:59,  1.27s/it, loss=0.728, pair=0.000, adv=4.620, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  72%|▋| 239/333 [04:56<01:59,  1.27s/it, loss=0.752, pair=0.001, adv=4.217, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  72%|▋| 240/333 [04:56<01:56,  1.25s/it, loss=0.752, pair=0.001, adv=4.217, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  72%|▋| 240/333 [04:57<01:56,  1.25s/it, loss=0.721, pair=0.000, adv=4.224, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  72%|▋| 241/333 [04:57<01:54,  1.24s/it, loss=0.721, pair=0.000, adv=4.224, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  72%|▋| 241/333 [04:58<01:54,  1.24s/it, loss=0.728, pair=0.000, adv=4.350, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  73%|▋| 242/333 [04:58<01:51,  1.22s/it, loss=0.728, pair=0.000, adv=4.350, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  73%|▋| 242/333 [04:59<01:51,  1.22s/it, loss=0.738, pair=0.004, adv=4.131, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  73%|▋| 243/333 [04:59<01:50,  1.23s/it, loss=0.738, pair=0.004, adv=4.131, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  73%|▋| 243/333 [05:00<01:50,  1.23s/it, loss=0.706, pair=0.000, adv=4.416, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  73%|▋| 244/333 [05:00<01:46,  1.20s/it, loss=0.706, pair=0.000, adv=4.416, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  73%|▋| 244/333 [05:02<01:46,  1.20s/it, loss=0.728, pair=0.003, adv=4.193, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  74%|▋| 245/333 [05:02<01:44,  1.19s/it, loss=0.728, pair=0.003, adv=4.193, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  74%|▋| 245/333 [05:03<01:44,  1.19s/it, loss=0.708, pair=0.003, adv=4.422, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  74%|▋| 246/333 [05:03<01:41,  1.17s/it, loss=0.708, pair=0.003, adv=4.422, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  74%|▋| 246/333 [05:04<01:41,  1.17s/it, loss=0.738, pair=0.000, adv=4.335, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  74%|▋| 247/333 [05:04<01:47,  1.25s/it, loss=0.738, pair=0.000, adv=4.335, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  74%|▋| 247/333 [05:05<01:47,  1.25s/it, loss=0.729, pair=0.000, adv=4.123, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  74%|▋| 248/333 [05:05<01:40,  1.19s/it, loss=0.729, pair=0.000, adv=4.123, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  74%|▋| 248/333 [05:07<01:40,  1.19s/it, loss=0.716, pair=0.000, adv=4.170, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:07<01:45,  1.25s/it, loss=0.716, pair=0.000, adv=4.170, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:08<01:45,  1.25s/it, loss=0.714, pair=0.000, adv=4.231, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:08<01:40,  1.21s/it, loss=0.714, pair=0.000, adv=4.231, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:09<01:40,  1.21s/it, loss=0.720, pair=0.000, adv=4.045, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:09<01:39,  1.22s/it, loss=0.720, pair=0.000, adv=4.045, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:10<01:39,  1.22s/it, loss=0.727, pair=0.006, adv=4.178, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:10<01:38,  1.21s/it, loss=0.727, pair=0.006, adv=4.178, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:11<01:38,  1.21s/it, loss=0.727, pair=0.003, adv=4.183, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:11<01:36,  1.21s/it, loss=0.727, pair=0.003, adv=4.183, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:13<01:36,  1.21s/it, loss=0.742, pair=0.009, adv=4.327, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:13<01:35,  1.21s/it, loss=0.742, pair=0.009, adv=4.327, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:14<01:35,  1.21s/it, loss=0.713, pair=0.000, adv=4.423, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:14<01:38,  1.27s/it, loss=0.713, pair=0.000, adv=4.423, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:15<01:38,  1.27s/it, loss=0.717, pair=0.000, adv=4.079, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:15<01:32,  1.21s/it, loss=0.717, pair=0.000, adv=4.079, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:16<01:32,  1.21s/it, loss=0.712, pair=0.000, adv=4.233, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:16<01:36,  1.27s/it, loss=0.712, pair=0.000, adv=4.233, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:18<01:36,  1.27s/it, loss=0.709, pair=0.001, adv=4.244, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 258/333 [05:18<01:32,  1.24s/it, loss=0.709, pair=0.001, adv=4.244, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  77%|▊| 258/333 [05:19<01:32,  1.24s/it, loss=0.743, pair=0.003, adv=4.341, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  78%|▊| 259/333 [05:19<01:35,  1.30s/it, loss=0.743, pair=0.003, adv=4.341, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  78%|▊| 259/333 [05:20<01:35,  1.30s/it, loss=0.736, pair=0.001, adv=4.274, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  78%|▊| 260/333 [05:20<01:28,  1.22s/it, loss=0.736, pair=0.001, adv=4.274, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  78%|▊| 260/333 [05:21<01:28,  1.22s/it, loss=0.731, pair=0.001, adv=4.399, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  78%|▊| 261/333 [05:21<01:27,  1.22s/it, loss=0.731, pair=0.001, adv=4.399, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  78%|▊| 261/333 [05:22<01:27,  1.22s/it, loss=0.740, pair=0.001, adv=4.623, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  79%|▊| 262/333 [05:22<01:24,  1.19s/it, loss=0.740, pair=0.001, adv=4.623, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  79%|▊| 262/333 [05:24<01:24,  1.19s/it, loss=0.728, pair=0.000, adv=4.511, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  79%|▊| 263/333 [05:24<01:26,  1.24s/it, loss=0.728, pair=0.000, adv=4.511, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  79%|▊| 263/333 [05:25<01:26,  1.24s/it, loss=0.726, pair=0.000, adv=4.307, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  79%|▊| 264/333 [05:25<01:18,  1.14s/it, loss=0.726, pair=0.000, adv=4.307, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  79%|▊| 264/333 [05:26<01:18,  1.14s/it, loss=0.720, pair=0.004, adv=4.338, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  80%|▊| 265/333 [05:26<01:18,  1.15s/it, loss=0.720, pair=0.004, adv=4.338, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  80%|▊| 265/333 [05:27<01:18,  1.15s/it, loss=0.717, pair=0.000, adv=4.213, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  80%|▊| 266/333 [05:27<01:17,  1.16s/it, loss=0.717, pair=0.000, adv=4.213, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  80%|▊| 266/333 [05:28<01:17,  1.16s/it, loss=0.715, pair=0.000, adv=4.708, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  80%|▊| 267/333 [05:28<01:18,  1.18s/it, loss=0.715, pair=0.000, adv=4.708, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  80%|▊| 267/333 [05:29<01:18,  1.18s/it, loss=0.742, pair=0.005, adv=3.723, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  80%|▊| 268/333 [05:29<01:17,  1.19s/it, loss=0.742, pair=0.005, adv=3.723, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  80%|▊| 268/333 [05:31<01:17,  1.19s/it, loss=0.788, pair=0.007, adv=4.422, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  81%|▊| 269/333 [05:31<01:20,  1.26s/it, loss=0.788, pair=0.007, adv=4.422, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  81%|▊| 269/333 [05:32<01:20,  1.26s/it, loss=0.720, pair=0.004, adv=4.290, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  81%|▊| 270/333 [05:32<01:15,  1.20s/it, loss=0.720, pair=0.004, adv=4.290, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  81%|▊| 270/333 [05:33<01:15,  1.20s/it, loss=0.723, pair=0.002, adv=4.381, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  81%|▊| 271/333 [05:33<01:14,  1.21s/it, loss=0.723, pair=0.002, adv=4.381, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  81%|▊| 271/333 [05:34<01:14,  1.21s/it, loss=0.713, pair=0.000, adv=4.711, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  82%|▊| 272/333 [05:34<01:08,  1.13s/it, loss=0.713, pair=0.000, adv=4.711, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  82%|▊| 272/333 [05:35<01:08,  1.13s/it, loss=0.723, pair=0.012, adv=4.640, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  82%|▊| 273/333 [05:35<01:11,  1.19s/it, loss=0.723, pair=0.012, adv=4.640, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  82%|▊| 273/333 [05:36<01:11,  1.19s/it, loss=0.750, pair=0.000, adv=4.577, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  82%|▊| 274/333 [05:36<01:06,  1.13s/it, loss=0.750, pair=0.000, adv=4.577, sprd=0.030
Ep 037/60 [S2→S3:ramp]:  82%|▊| 274/333 [05:38<01:06,  1.13s/it, loss=0.719, pair=0.000, adv=4.403, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  83%|▊| 275/333 [05:38<01:09,  1.19s/it, loss=0.719, pair=0.000, adv=4.403, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  83%|▊| 275/333 [05:39<01:09,  1.19s/it, loss=0.741, pair=0.002, adv=3.960, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  83%|▊| 276/333 [05:39<01:07,  1.19s/it, loss=0.741, pair=0.002, adv=3.960, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  83%|▊| 276/333 [05:40<01:07,  1.19s/it, loss=0.710, pair=0.003, adv=4.187, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  83%|▊| 277/333 [05:40<01:09,  1.25s/it, loss=0.710, pair=0.003, adv=4.187, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  83%|▊| 277/333 [05:41<01:09,  1.25s/it, loss=0.716, pair=0.006, adv=4.426, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  83%|▊| 278/333 [05:41<01:05,  1.20s/it, loss=0.716, pair=0.006, adv=4.426, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  83%|▊| 278/333 [05:43<01:05,  1.20s/it, loss=0.728, pair=0.007, adv=4.259, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  84%|▊| 279/333 [05:43<01:05,  1.21s/it, loss=0.728, pair=0.007, adv=4.259, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  84%|▊| 279/333 [05:43<01:05,  1.21s/it, loss=0.713, pair=0.001, adv=4.080, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  84%|▊| 280/333 [05:43<00:57,  1.09s/it, loss=0.713, pair=0.001, adv=4.080, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  84%|▊| 280/333 [05:45<00:57,  1.09s/it, loss=0.733, pair=0.001, adv=4.394, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  84%|▊| 281/333 [05:45<01:03,  1.21s/it, loss=0.733, pair=0.001, adv=4.394, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  84%|▊| 281/333 [05:46<01:03,  1.21s/it, loss=0.708, pair=0.010, adv=3.886, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  85%|▊| 282/333 [05:46<00:59,  1.17s/it, loss=0.708, pair=0.010, adv=3.886, sprd=0.016
Ep 037/60 [S2→S3:ramp]:  85%|▊| 282/333 [05:47<00:59,  1.17s/it, loss=0.731, pair=0.003, adv=4.201, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  85%|▊| 283/333 [05:47<01:02,  1.24s/it, loss=0.731, pair=0.003, adv=4.201, sprd=0.025
Ep 037/60 [S2→S3:ramp]:  85%|▊| 283/333 [05:49<01:02,  1.24s/it, loss=0.737, pair=0.000, adv=4.723, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  85%|▊| 284/333 [05:49<00:59,  1.20s/it, loss=0.737, pair=0.000, adv=4.723, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  85%|▊| 284/333 [05:50<00:59,  1.20s/it, loss=0.801, pair=0.001, adv=4.282, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  86%|▊| 285/333 [05:50<01:00,  1.26s/it, loss=0.801, pair=0.001, adv=4.282, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  86%|▊| 285/333 [05:51<01:00,  1.26s/it, loss=0.723, pair=0.000, adv=4.730, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  86%|▊| 286/333 [05:51<00:57,  1.23s/it, loss=0.723, pair=0.000, adv=4.730, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  86%|▊| 286/333 [05:52<00:57,  1.23s/it, loss=0.719, pair=0.000, adv=3.818, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  86%|▊| 287/333 [05:52<00:56,  1.22s/it, loss=0.719, pair=0.000, adv=3.818, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  86%|▊| 287/333 [05:53<00:56,  1.22s/it, loss=0.714, pair=0.000, adv=3.843, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  86%|▊| 288/333 [05:53<00:53,  1.18s/it, loss=0.714, pair=0.000, adv=3.843, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  86%|▊| 288/333 [05:55<00:53,  1.18s/it, loss=0.720, pair=0.001, adv=4.269, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  87%|▊| 289/333 [05:55<00:54,  1.25s/it, loss=0.720, pair=0.001, adv=4.269, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  87%|▊| 289/333 [05:56<00:54,  1.25s/it, loss=0.723, pair=0.001, adv=4.471, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 290/333 [05:56<00:52,  1.21s/it, loss=0.723, pair=0.001, adv=4.471, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 290/333 [05:57<00:52,  1.21s/it, loss=0.738, pair=0.000, adv=4.314, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 291/333 [05:57<00:50,  1.21s/it, loss=0.738, pair=0.000, adv=4.314, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  87%|▊| 291/333 [05:58<00:50,  1.21s/it, loss=0.725, pair=0.000, adv=4.166, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  88%|▉| 292/333 [05:58<00:49,  1.20s/it, loss=0.725, pair=0.000, adv=4.166, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  88%|▉| 292/333 [06:00<00:49,  1.20s/it, loss=0.720, pair=0.000, adv=4.619, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  88%|▉| 293/333 [06:00<00:50,  1.25s/it, loss=0.720, pair=0.000, adv=4.619, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  88%|▉| 293/333 [06:01<00:50,  1.25s/it, loss=0.722, pair=0.000, adv=3.734, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  88%|▉| 294/333 [06:01<00:47,  1.22s/it, loss=0.722, pair=0.000, adv=3.734, sprd=0.024
Ep 037/60 [S2→S3:ramp]:  88%|▉| 294/333 [06:02<00:47,  1.22s/it, loss=0.721, pair=0.001, adv=4.109, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  89%|▉| 295/333 [06:02<00:47,  1.26s/it, loss=0.721, pair=0.001, adv=4.109, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  89%|▉| 295/333 [06:03<00:47,  1.26s/it, loss=0.721, pair=0.003, adv=3.969, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  89%|▉| 296/333 [06:03<00:44,  1.20s/it, loss=0.721, pair=0.003, adv=3.969, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  89%|▉| 296/333 [06:05<00:44,  1.20s/it, loss=0.706, pair=0.000, adv=4.052, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  89%|▉| 297/333 [06:05<00:44,  1.25s/it, loss=0.706, pair=0.000, adv=4.052, sprd=0.018
Ep 037/60 [S2→S3:ramp]:  89%|▉| 297/333 [06:06<00:44,  1.25s/it, loss=0.718, pair=0.001, adv=4.440, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:06<00:42,  1.22s/it, loss=0.718, pair=0.001, adv=4.440, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:07<00:42,  1.22s/it, loss=0.715, pair=0.008, adv=3.620, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:07<00:41,  1.23s/it, loss=0.715, pair=0.008, adv=3.620, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:08<00:41,  1.23s/it, loss=0.720, pair=0.004, adv=4.094, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:08<00:39,  1.21s/it, loss=0.720, pair=0.004, adv=4.094, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:10<00:39,  1.21s/it, loss=0.704, pair=0.006, adv=4.144, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:10<00:41,  1.31s/it, loss=0.704, pair=0.006, adv=4.144, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:11<00:41,  1.31s/it, loss=0.715, pair=0.000, adv=3.945, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:11<00:39,  1.26s/it, loss=0.715, pair=0.000, adv=3.945, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:12<00:39,  1.26s/it, loss=0.800, pair=0.003, adv=4.250, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:12<00:38,  1.28s/it, loss=0.800, pair=0.003, adv=4.250, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:13<00:38,  1.28s/it, loss=0.726, pair=0.003, adv=4.172, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:13<00:36,  1.25s/it, loss=0.726, pair=0.003, adv=4.172, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:15<00:36,  1.25s/it, loss=0.715, pair=0.002, adv=4.582, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:15<00:35,  1.27s/it, loss=0.715, pair=0.002, adv=4.582, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:16<00:35,  1.27s/it, loss=0.731, pair=0.004, adv=4.722, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:16<00:32,  1.21s/it, loss=0.731, pair=0.004, adv=4.722, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:17<00:32,  1.21s/it, loss=0.806, pair=0.005, adv=4.530, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:17<00:32,  1.26s/it, loss=0.806, pair=0.005, adv=4.530, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:18<00:32,  1.26s/it, loss=0.741, pair=0.004, adv=4.172, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:18<00:31,  1.24s/it, loss=0.741, pair=0.004, adv=4.172, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:20<00:31,  1.24s/it, loss=0.723, pair=0.000, adv=4.506, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  93%|▉| 309/333 [06:20<00:31,  1.30s/it, loss=0.723, pair=0.000, adv=4.506, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  93%|▉| 309/333 [06:21<00:31,  1.30s/it, loss=0.749, pair=0.006, adv=4.340, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  93%|▉| 310/333 [06:21<00:29,  1.28s/it, loss=0.749, pair=0.006, adv=4.340, sprd=0.029
Ep 037/60 [S2→S3:ramp]:  93%|▉| 310/333 [06:22<00:29,  1.28s/it, loss=0.724, pair=0.002, adv=4.149, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  93%|▉| 311/333 [06:22<00:27,  1.23s/it, loss=0.724, pair=0.002, adv=4.149, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  93%|▉| 311/333 [06:23<00:27,  1.23s/it, loss=0.714, pair=0.006, adv=4.278, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  94%|▉| 312/333 [06:23<00:25,  1.21s/it, loss=0.714, pair=0.006, adv=4.278, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  94%|▉| 312/333 [06:25<00:25,  1.21s/it, loss=0.717, pair=0.015, adv=3.761, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  94%|▉| 313/333 [06:25<00:25,  1.29s/it, loss=0.717, pair=0.015, adv=3.761, sprd=0.021
Ep 037/60 [S2→S3:ramp]:  94%|▉| 313/333 [06:26<00:25,  1.29s/it, loss=0.736, pair=0.001, adv=4.002, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  94%|▉| 314/333 [06:26<00:23,  1.25s/it, loss=0.736, pair=0.001, adv=4.002, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  94%|▉| 314/333 [06:27<00:23,  1.25s/it, loss=0.797, pair=0.001, adv=3.375, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  95%|▉| 315/333 [06:27<00:22,  1.27s/it, loss=0.797, pair=0.001, adv=3.375, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  95%|▉| 315/333 [06:28<00:22,  1.27s/it, loss=0.727, pair=0.001, adv=3.973, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  95%|▉| 316/333 [06:28<00:21,  1.24s/it, loss=0.727, pair=0.001, adv=3.973, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  95%|▉| 316/333 [06:30<00:21,  1.24s/it, loss=0.708, pair=0.000, adv=3.899, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  95%|▉| 317/333 [06:30<00:20,  1.30s/it, loss=0.708, pair=0.000, adv=3.899, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  95%|▉| 317/333 [06:31<00:20,  1.30s/it, loss=0.698, pair=0.000, adv=3.715, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  95%|▉| 318/333 [06:31<00:18,  1.24s/it, loss=0.698, pair=0.000, adv=3.715, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  95%|▉| 318/333 [06:32<00:18,  1.24s/it, loss=0.733, pair=0.001, adv=4.154, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  96%|▉| 319/333 [06:32<00:18,  1.30s/it, loss=0.733, pair=0.001, adv=4.154, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  96%|▉| 319/333 [06:33<00:18,  1.30s/it, loss=0.722, pair=0.001, adv=4.200, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  96%|▉| 320/333 [06:33<00:15,  1.19s/it, loss=0.722, pair=0.001, adv=4.200, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  96%|▉| 320/333 [06:35<00:15,  1.19s/it, loss=0.721, pair=0.004, adv=3.973, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  96%|▉| 321/333 [06:35<00:15,  1.26s/it, loss=0.721, pair=0.004, adv=3.973, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  96%|▉| 321/333 [06:36<00:15,  1.26s/it, loss=0.750, pair=0.014, adv=4.166, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  97%|▉| 322/333 [06:36<00:13,  1.24s/it, loss=0.750, pair=0.014, adv=4.166, sprd=0.028
Ep 037/60 [S2→S3:ramp]:  97%|▉| 322/333 [06:37<00:13,  1.24s/it, loss=0.741, pair=0.011, adv=3.824, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  97%|▉| 323/333 [06:37<00:12,  1.30s/it, loss=0.741, pair=0.011, adv=3.824, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  97%|▉| 323/333 [06:38<00:12,  1.30s/it, loss=0.716, pair=0.005, adv=3.927, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  97%|▉| 324/333 [06:38<00:11,  1.24s/it, loss=0.716, pair=0.005, adv=3.927, sprd=0.020
Ep 037/60 [S2→S3:ramp]:  97%|▉| 324/333 [06:40<00:11,  1.24s/it, loss=0.737, pair=0.002, adv=4.396, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  98%|▉| 325/333 [06:40<00:10,  1.31s/it, loss=0.737, pair=0.002, adv=4.396, sprd=0.026
Ep 037/60 [S2→S3:ramp]:  98%|▉| 325/333 [06:41<00:10,  1.31s/it, loss=0.732, pair=0.000, adv=3.897, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  98%|▉| 326/333 [06:41<00:08,  1.20s/it, loss=0.732, pair=0.000, adv=3.897, sprd=0.023
Ep 037/60 [S2→S3:ramp]:  98%|▉| 326/333 [06:42<00:08,  1.20s/it, loss=0.727, pair=0.000, adv=4.462, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  98%|▉| 327/333 [06:42<00:07,  1.27s/it, loss=0.727, pair=0.000, adv=4.462, sprd=0.022
Ep 037/60 [S2→S3:ramp]:  98%|▉| 327/333 [06:43<00:07,  1.27s/it, loss=0.742, pair=0.000, adv=4.198, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  98%|▉| 328/333 [06:43<00:06,  1.25s/it, loss=0.742, pair=0.000, adv=4.198, sprd=0.027
Ep 037/60 [S2→S3:ramp]:  98%|▉| 328/333 [06:45<00:06,  1.25s/it, loss=0.704, pair=0.000, adv=3.772, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 329/333 [06:45<00:05,  1.26s/it, loss=0.704, pair=0.000, adv=3.772, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 329/333 [06:46<00:05,  1.26s/it, loss=0.705, pair=0.002, adv=4.109, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 330/333 [06:46<00:03,  1.22s/it, loss=0.705, pair=0.002, adv=4.109, sprd=0.019
Ep 037/60 [S2→S3:ramp]:  99%|▉| 330/333 [06:47<00:03,  1.22s/it, loss=0.705, pair=0.004, adv=3.852, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  99%|▉| 331/333 [06:47<00:02,  1.26s/it, loss=0.705, pair=0.004, adv=3.852, sprd=0.017
Ep 037/60 [S2→S3:ramp]:  99%|▉| 331/333 [06:48<00:02,  1.26s/it, loss=0.714, pair=0.006, adv=4.179, sprd=0.020
Ep 037/60 [S2→S3:ramp]: 100%|▉| 332/333 [06:48<00:01,  1.21s/it, loss=0.714, pair=0.006, adv=4.179, sprd=0.020
Ep 037/60 [S2→S3:ramp]: 100%|▉| 332/333 [06:50<00:01,  1.21s/it, loss=0.798, pair=0.007, adv=3.854, sprd=0.021
Ep 037/60 [S2→S3:ramp]: 100%|█| 333/333 [06:50<00:00,  1.28s/it, loss=0.798, pair=0.007, adv=3.854, sprd=0.021
                                                                                                              
Epoch 037/60 [S2→S3:ramp]  loss=0.7305  mat=0.3300  sens=1.0134  pair=0.0033  adv=4.1239(rand=3.37)  deg=0.0106  orth=0.0014  spread=0.0229  q_mean=51.0  q_std=16.3  α=0.29 β=0.31 γ=0.58 λ_grl=0.600  lr=3.78e-05  410s

Ep 038/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 038/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.744, pair=0.006, adv=4.151, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<10:27,  1.89s/it, loss=0.744, pair=0.006, adv=4.151, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   0%|  | 1/333 [00:03<10:27,  1.89s/it, loss=0.725, pair=0.003, adv=3.910, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 2/333 [00:03<08:04,  1.47s/it, loss=0.725, pair=0.003, adv=3.910, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 2/333 [00:04<08:04,  1.47s/it, loss=0.738, pair=0.002, adv=4.386, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   1%|  | 3/333 [00:04<07:22,  1.34s/it, loss=0.738, pair=0.002, adv=4.386, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   1%|  | 3/333 [00:05<07:22,  1.34s/it, loss=0.726, pair=0.004, adv=3.969, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 4/333 [00:05<06:53,  1.26s/it, loss=0.726, pair=0.004, adv=3.969, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   1%|  | 4/333 [00:06<06:53,  1.26s/it, loss=0.728, pair=0.006, adv=4.172, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   2%|  | 5/333 [00:06<07:08,  1.31s/it, loss=0.728, pair=0.006, adv=4.172, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   2%|  | 5/333 [00:07<07:08,  1.31s/it, loss=0.740, pair=0.002, adv=4.350, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:   2%|  | 6/333 [00:07<06:30,  1.20s/it, loss=0.740, pair=0.002, adv=4.350, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:   2%|  | 6/333 [00:09<06:30,  1.20s/it, loss=0.721, pair=0.006, adv=4.007, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   2%|  | 7/333 [00:09<06:59,  1.29s/it, loss=0.721, pair=0.006, adv=4.007, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:   2%|  | 7/333 [00:09<06:59,  1.29s/it, loss=0.718, pair=0.002, adv=3.679, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:   2%|  | 8/333 [00:09<06:02,  1.11s/it, loss=0.718, pair=0.002, adv=3.679, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:   2%|  | 8/333 [00:11<06:02,  1.11s/it, loss=0.739, pair=0.003, adv=3.927, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   3%|  | 9/333 [00:11<06:28,  1.20s/it, loss=0.739, pair=0.003, adv=3.927, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   3%|  | 9/333 [00:12<06:28,  1.20s/it, loss=0.734, pair=0.003, adv=4.176, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   3%| | 10/333 [00:12<06:18,  1.17s/it, loss=0.734, pair=0.003, adv=4.176, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   3%| | 10/333 [00:13<06:18,  1.17s/it, loss=0.742, pair=0.002, adv=3.958, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   3%| | 11/333 [00:13<06:51,  1.28s/it, loss=0.742, pair=0.002, adv=3.958, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   3%| | 11/333 [00:15<06:51,  1.28s/it, loss=0.763, pair=0.001, adv=3.626, sprd=0.031]
Ep 038/60 [S2→S3:ramp]:   4%| | 12/333 [00:15<06:43,  1.26s/it, loss=0.763, pair=0.001, adv=3.626, sprd=0.031]
Ep 038/60 [S2→S3:ramp]:   4%| | 12/333 [00:16<06:43,  1.26s/it, loss=0.738, pair=0.002, adv=4.106, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   4%| | 13/333 [00:16<06:43,  1.26s/it, loss=0.738, pair=0.002, adv=4.106, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   4%| | 13/333 [00:17<06:43,  1.26s/it, loss=0.749, pair=0.001, adv=4.304, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:   4%| | 14/333 [00:17<06:32,  1.23s/it, loss=0.749, pair=0.001, adv=4.304, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:   4%| | 14/333 [00:19<06:32,  1.23s/it, loss=0.754, pair=0.002, adv=4.047, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:   5%| | 15/333 [00:19<06:58,  1.32s/it, loss=0.754, pair=0.002, adv=4.047, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:   5%| | 15/333 [00:20<06:58,  1.32s/it, loss=0.739, pair=0.002, adv=3.828, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   5%| | 16/333 [00:20<06:42,  1.27s/it, loss=0.739, pair=0.002, adv=3.828, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   5%| | 16/333 [00:21<06:42,  1.27s/it, loss=0.713, pair=0.001, adv=4.195, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:   5%| | 17/333 [00:21<07:08,  1.35s/it, loss=0.713, pair=0.001, adv=4.195, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:   5%| | 17/333 [00:22<07:08,  1.35s/it, loss=0.711, pair=0.001, adv=3.867, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   5%| | 18/333 [00:22<06:45,  1.29s/it, loss=0.711, pair=0.001, adv=3.867, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   5%| | 18/333 [00:24<06:45,  1.29s/it, loss=0.758, pair=0.003, adv=4.204, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:   6%| | 19/333 [00:24<07:01,  1.34s/it, loss=0.758, pair=0.003, adv=4.204, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:   6%| | 19/333 [00:25<07:01,  1.34s/it, loss=0.724, pair=0.005, adv=3.791, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   6%| | 20/333 [00:25<06:41,  1.28s/it, loss=0.724, pair=0.005, adv=3.791, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   6%| | 20/333 [00:26<06:41,  1.28s/it, loss=0.722, pair=0.004, adv=3.899, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:   6%| | 21/333 [00:26<06:32,  1.26s/it, loss=0.722, pair=0.004, adv=3.899, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:   6%| | 21/333 [00:27<06:32,  1.26s/it, loss=0.725, pair=0.002, adv=4.287, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   7%| | 22/333 [00:27<06:18,  1.22s/it, loss=0.725, pair=0.002, adv=4.287, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:   7%| | 22/333 [00:29<06:18,  1.22s/it, loss=0.713, pair=0.003, adv=3.843, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:   7%| | 23/333 [00:29<06:18,  1.22s/it, loss=0.713, pair=0.003, adv=3.843, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:   7%| | 23/333 [00:30<06:18,  1.22s/it, loss=0.700, pair=0.002, adv=3.224, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:   7%| | 24/333 [00:30<05:55,  1.15s/it, loss=0.700, pair=0.002, adv=3.224, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:   7%| | 24/333 [00:31<05:55,  1.15s/it, loss=0.735, pair=0.002, adv=4.067, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   8%| | 25/333 [00:31<06:22,  1.24s/it, loss=0.735, pair=0.002, adv=4.067, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   8%| | 25/333 [00:32<06:22,  1.24s/it, loss=0.733, pair=0.004, adv=4.164, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   8%| | 26/333 [00:32<06:11,  1.21s/it, loss=0.733, pair=0.004, adv=4.164, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:   8%| | 26/333 [00:34<06:11,  1.21s/it, loss=0.752, pair=0.005, adv=3.932, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   8%| | 27/333 [00:34<06:36,  1.30s/it, loss=0.752, pair=0.005, adv=3.932, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:   8%| | 27/333 [00:35<06:36,  1.30s/it, loss=0.717, pair=0.003, adv=3.780, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   8%| | 28/333 [00:35<06:19,  1.25s/it, loss=0.717, pair=0.003, adv=3.780, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:   8%| | 28/333 [00:36<06:19,  1.25s/it, loss=0.733, pair=0.003, adv=3.901, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   9%| | 29/333 [00:36<06:23,  1.26s/it, loss=0.733, pair=0.003, adv=3.901, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:   9%| | 29/333 [00:37<06:23,  1.26s/it, loss=0.706, pair=0.004, adv=3.876, sprd=0.015]
Ep 038/60 [S2→S3:ramp]:   9%| | 30/333 [00:37<06:08,  1.22s/it, loss=0.706, pair=0.004, adv=3.876, sprd=0.015]
Ep 038/60 [S2→S3:ramp]:   9%| | 30/333 [00:39<06:08,  1.22s/it, loss=0.734, pair=0.001, adv=3.987, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   9%| | 31/333 [00:39<06:34,  1.31s/it, loss=0.734, pair=0.001, adv=3.987, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:   9%| | 31/333 [00:40<06:34,  1.31s/it, loss=0.716, pair=0.001, adv=4.094, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  10%| | 32/333 [00:40<06:17,  1.25s/it, loss=0.716, pair=0.001, adv=4.094, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  10%| | 32/333 [00:41<06:17,  1.25s/it, loss=0.825, pair=0.001, adv=3.925, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  10%| | 33/333 [00:41<06:30,  1.30s/it, loss=0.825, pair=0.001, adv=3.925, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  10%| | 33/333 [00:42<06:30,  1.30s/it, loss=0.742, pair=0.001, adv=4.003, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  10%| | 34/333 [00:42<06:13,  1.25s/it, loss=0.742, pair=0.001, adv=4.003, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  10%| | 34/333 [00:44<06:13,  1.25s/it, loss=0.726, pair=0.000, adv=4.011, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  11%| | 35/333 [00:44<06:18,  1.27s/it, loss=0.726, pair=0.000, adv=4.011, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  11%| | 35/333 [00:45<06:18,  1.27s/it, loss=0.752, pair=0.002, adv=4.033, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:  11%| | 36/333 [00:45<06:11,  1.25s/it, loss=0.752, pair=0.002, adv=4.033, sprd=0.028]
Ep 038/60 [S2→S3:ramp]:  11%| | 36/333 [00:46<06:11,  1.25s/it, loss=0.732, pair=0.003, adv=3.748, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  11%| | 37/333 [00:46<06:29,  1.32s/it, loss=0.732, pair=0.003, adv=3.748, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  11%| | 37/333 [00:48<06:29,  1.32s/it, loss=0.726, pair=0.001, adv=3.816, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  11%| | 38/333 [00:48<06:08,  1.25s/it, loss=0.726, pair=0.001, adv=3.816, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  11%| | 38/333 [00:49<06:08,  1.25s/it, loss=0.728, pair=0.002, adv=4.010, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  12%| | 39/333 [00:49<06:03,  1.24s/it, loss=0.728, pair=0.002, adv=4.010, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  12%| | 39/333 [00:50<06:03,  1.24s/it, loss=0.728, pair=0.000, adv=4.386, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  12%| | 40/333 [00:50<05:54,  1.21s/it, loss=0.728, pair=0.000, adv=4.386, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  12%| | 40/333 [00:51<05:54,  1.21s/it, loss=0.744, pair=0.000, adv=4.701, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  12%| | 41/333 [00:51<06:09,  1.26s/it, loss=0.744, pair=0.000, adv=4.701, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  12%| | 41/333 [00:52<06:09,  1.26s/it, loss=0.747, pair=0.001, adv=4.530, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:52<05:47,  1.19s/it, loss=0.747, pair=0.001, adv=4.530, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 42/333 [00:54<05:47,  1.19s/it, loss=0.739, pair=0.001, adv=3.902, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:54<06:13,  1.29s/it, loss=0.739, pair=0.001, adv=3.902, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 43/333 [00:55<06:13,  1.29s/it, loss=0.732, pair=0.001, adv=3.944, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:55<06:03,  1.26s/it, loss=0.732, pair=0.001, adv=3.944, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  13%|▏| 44/333 [00:56<06:03,  1.26s/it, loss=0.741, pair=0.002, adv=4.117, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:56<06:07,  1.28s/it, loss=0.741, pair=0.002, adv=4.117, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 45/333 [00:57<06:07,  1.28s/it, loss=0.734, pair=0.011, adv=4.229, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:57<05:55,  1.24s/it, loss=0.734, pair=0.011, adv=4.229, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 46/333 [00:59<05:55,  1.24s/it, loss=0.721, pair=0.002, adv=3.627, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 47/333 [00:59<06:12,  1.30s/it, loss=0.721, pair=0.002, adv=3.627, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 47/333 [01:00<06:12,  1.30s/it, loss=0.733, pair=0.003, adv=4.007, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 48/333 [01:00<05:56,  1.25s/it, loss=0.733, pair=0.003, adv=4.007, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  14%|▏| 48/333 [01:02<05:56,  1.25s/it, loss=0.763, pair=0.006, adv=4.118, sprd=0.031]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:02<06:18,  1.33s/it, loss=0.763, pair=0.006, adv=4.118, sprd=0.031]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:03<06:18,  1.33s/it, loss=0.733, pair=0.001, adv=3.846, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:03<06:02,  1.28s/it, loss=0.733, pair=0.001, adv=3.846, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:04<06:02,  1.28s/it, loss=0.728, pair=0.002, adv=3.926, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:04<06:10,  1.31s/it, loss=0.728, pair=0.002, adv=3.926, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:05<06:10,  1.31s/it, loss=0.739, pair=0.003, adv=3.837, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:05<05:58,  1.28s/it, loss=0.739, pair=0.003, adv=3.837, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:07<05:58,  1.28s/it, loss=0.706, pair=0.001, adv=4.098, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:07<06:06,  1.31s/it, loss=0.706, pair=0.001, adv=4.098, sprd=0.017]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:08<06:06,  1.31s/it, loss=0.741, pair=0.006, adv=3.979, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:08<05:45,  1.24s/it, loss=0.741, pair=0.006, adv=3.979, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:09<05:45,  1.24s/it, loss=0.738, pair=0.007, adv=4.207, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:09<05:56,  1.28s/it, loss=0.738, pair=0.007, adv=4.207, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:10<05:56,  1.28s/it, loss=0.738, pair=0.006, adv=4.325, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:10<05:47,  1.25s/it, loss=0.738, pair=0.006, adv=4.325, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:12<05:47,  1.25s/it, loss=0.744, pair=0.008, adv=3.951, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:12<05:55,  1.29s/it, loss=0.744, pair=0.008, adv=3.951, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:13<05:55,  1.29s/it, loss=0.735, pair=0.003, adv=4.294, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:13<05:44,  1.25s/it, loss=0.735, pair=0.003, adv=4.294, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:14<05:44,  1.25s/it, loss=0.729, pair=0.005, adv=4.263, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:14<05:53,  1.29s/it, loss=0.729, pair=0.005, adv=4.263, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:15<05:53,  1.29s/it, loss=0.712, pair=0.003, adv=3.439, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:15<05:16,  1.16s/it, loss=0.712, pair=0.003, adv=3.439, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:17<05:16,  1.16s/it, loss=0.810, pair=0.005, adv=3.858, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:17<05:39,  1.25s/it, loss=0.810, pair=0.005, adv=3.858, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:18<05:39,  1.25s/it, loss=0.760, pair=0.004, adv=4.033, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:18<05:33,  1.23s/it, loss=0.760, pair=0.004, adv=4.033, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:19<05:33,  1.23s/it, loss=0.740, pair=0.000, adv=4.142, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:19<05:49,  1.29s/it, loss=0.740, pair=0.000, adv=4.142, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:20<05:49,  1.29s/it, loss=0.744, pair=0.000, adv=3.968, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:20<05:36,  1.25s/it, loss=0.744, pair=0.000, adv=3.968, sprd=0.026]
Ep 038/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:22<05:36,  1.25s/it, loss=0.706, pair=0.000, adv=3.857, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:22<05:45,  1.29s/it, loss=0.706, pair=0.000, adv=3.857, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:23<05:45,  1.29s/it, loss=0.732, pair=0.000, adv=4.311, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:23<05:20,  1.20s/it, loss=0.732, pair=0.000, adv=4.311, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:24<05:20,  1.20s/it, loss=0.721, pair=0.000, adv=4.136, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:24<05:29,  1.24s/it, loss=0.721, pair=0.000, adv=4.136, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:25<05:29,  1.24s/it, loss=0.738, pair=0.000, adv=4.115, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:25<05:21,  1.21s/it, loss=0.738, pair=0.000, adv=4.115, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:27<05:21,  1.21s/it, loss=0.748, pair=0.000, adv=4.051, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:27<05:39,  1.28s/it, loss=0.748, pair=0.000, adv=4.051, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:28<05:39,  1.28s/it, loss=0.701, pair=0.000, adv=3.921, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:28<05:22,  1.23s/it, loss=0.701, pair=0.000, adv=3.921, sprd=0.016]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:29<05:22,  1.23s/it, loss=0.713, pair=0.005, adv=3.826, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:29<05:10,  1.19s/it, loss=0.713, pair=0.005, adv=3.826, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:30<05:10,  1.19s/it, loss=0.724, pair=0.011, adv=4.059, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:30<05:05,  1.17s/it, loss=0.724, pair=0.011, adv=4.059, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:31<05:05,  1.17s/it, loss=0.733, pair=0.003, adv=3.933, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:31<05:31,  1.27s/it, loss=0.733, pair=0.003, adv=3.933, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:32<05:31,  1.27s/it, loss=0.737, pair=0.017, adv=3.805, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:32<05:04,  1.18s/it, loss=0.737, pair=0.017, adv=3.805, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:34<05:04,  1.18s/it, loss=0.716, pair=0.002, adv=3.768, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:34<05:20,  1.24s/it, loss=0.716, pair=0.002, adv=3.768, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:35<05:20,  1.24s/it, loss=0.749, pair=0.003, adv=3.610, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:35<05:18,  1.24s/it, loss=0.749, pair=0.003, adv=3.610, sprd=0.027]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:36<05:18,  1.24s/it, loss=0.726, pair=0.002, adv=3.995, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:36<05:30,  1.29s/it, loss=0.726, pair=0.002, adv=3.995, sprd=0.020]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:38<05:30,  1.29s/it, loss=0.734, pair=0.001, adv=4.050, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 78/333 [01:38<05:21,  1.26s/it, loss=0.734, pair=0.001, adv=4.050, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  23%|▏| 78/333 [01:39<05:21,  1.26s/it, loss=0.809, pair=0.000, adv=3.746, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 79/333 [01:39<05:35,  1.32s/it, loss=0.809, pair=0.000, adv=3.746, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 79/333 [01:40<05:35,  1.32s/it, loss=0.728, pair=0.007, adv=3.669, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 80/333 [01:40<05:13,  1.24s/it, loss=0.728, pair=0.007, adv=3.669, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 80/333 [01:42<05:13,  1.24s/it, loss=0.733, pair=0.000, adv=3.537, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 81/333 [01:42<05:26,  1.30s/it, loss=0.733, pair=0.000, adv=3.537, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  24%|▏| 81/333 [01:43<05:26,  1.30s/it, loss=0.720, pair=0.001, adv=4.107, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 82/333 [01:43<05:12,  1.24s/it, loss=0.720, pair=0.001, adv=4.107, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 82/333 [01:44<05:12,  1.24s/it, loss=0.728, pair=0.008, adv=3.765, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 83/333 [01:44<05:08,  1.23s/it, loss=0.728, pair=0.008, adv=3.765, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  25%|▏| 83/333 [01:45<05:08,  1.23s/it, loss=0.765, pair=0.001, adv=4.235, sprd=0.032]
Ep 038/60 [S2→S3:ramp]:  25%|▎| 84/333 [01:45<05:05,  1.23s/it, loss=0.765, pair=0.001, adv=4.235, sprd=0.032]
Ep 038/60 [S2→S3:ramp]:  25%|▎| 84/333 [01:47<05:05,  1.23s/it, loss=0.727, pair=0.001, adv=3.796, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 85/333 [01:47<05:17,  1.28s/it, loss=0.727, pair=0.001, adv=3.796, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 85/333 [01:48<05:17,  1.28s/it, loss=0.720, pair=0.001, adv=3.895, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:48<05:03,  1.23s/it, loss=0.720, pair=0.001, adv=3.895, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 86/333 [01:49<05:03,  1.23s/it, loss=0.736, pair=0.001, adv=4.196, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:49<04:58,  1.21s/it, loss=0.736, pair=0.001, adv=4.196, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 87/333 [01:50<04:58,  1.21s/it, loss=0.756, pair=0.000, adv=4.085, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:50<04:55,  1.21s/it, loss=0.756, pair=0.000, adv=4.085, sprd=0.030]
Ep 038/60 [S2→S3:ramp]:  26%|▎| 88/333 [01:51<04:55,  1.21s/it, loss=0.730, pair=0.000, adv=3.863, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:51<05:11,  1.28s/it, loss=0.730, pair=0.000, adv=3.863, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 89/333 [01:53<05:11,  1.28s/it, loss=0.763, pair=0.001, adv=4.295, sprd=0.032]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:53<05:03,  1.25s/it, loss=0.763, pair=0.001, adv=4.295, sprd=0.032]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 90/333 [01:54<05:03,  1.25s/it, loss=0.750, pair=0.001, adv=3.687, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:54<05:15,  1.30s/it, loss=0.750, pair=0.001, adv=3.687, sprd=0.029]
Ep 038/60 [S2→S3:ramp]:  27%|▎| 91/333 [01:55<05:15,  1.30s/it, loss=0.735, pair=0.000, adv=4.227, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:55<05:02,  1.26s/it, loss=0.735, pair=0.000, adv=4.227, sprd=0.025]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 92/333 [01:57<05:02,  1.26s/it, loss=0.723, pair=0.000, adv=3.723, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:57<05:12,  1.30s/it, loss=0.723, pair=0.000, adv=3.723, sprd=0.021]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 93/333 [01:58<05:12,  1.30s/it, loss=0.719, pair=0.000, adv=3.857, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:58<04:58,  1.25s/it, loss=0.719, pair=0.000, adv=3.857, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  28%|▎| 94/333 [01:59<04:58,  1.25s/it, loss=0.722, pair=0.003, adv=3.698, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 95/333 [01:59<05:05,  1.28s/it, loss=0.722, pair=0.003, adv=3.698, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 95/333 [02:00<05:05,  1.28s/it, loss=0.724, pair=0.003, adv=3.845, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 96/333 [02:00<04:54,  1.24s/it, loss=0.724, pair=0.003, adv=3.845, sprd=0.022]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 96/333 [02:02<04:54,  1.24s/it, loss=0.732, pair=0.001, adv=4.272, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:02<04:56,  1.26s/it, loss=0.732, pair=0.001, adv=4.272, sprd=0.024]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:03<04:56,  1.26s/it, loss=0.718, pair=0.002, adv=4.127, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:03<04:40,  1.20s/it, loss=0.718, pair=0.002, adv=4.127, sprd=0.019]
Ep 038/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:04<04:40,  1.20s/it, loss=0.712, pair=0.000, adv=3.431, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:04<04:50,  1.24s/it, loss=0.712, pair=0.000, adv=3.431, sprd=0.018]
Ep 038/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:05<04:50,  1.24s/it, loss=0.727, pair=0.000, adv=3.974, sprd=0.023]
Ep 038/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:05<04:38,  1.20s/it, loss=0.727, pair=0.000, adv=3.974, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:07<04:38,  1.20s/it, loss=0.738, pair=0.000, adv=3.940, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:07<04:56,  1.28s/it, loss=0.738, pair=0.000, adv=3.940, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:08<04:56,  1.28s/it, loss=0.712, pair=0.001, adv=3.651, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:08<04:44,  1.23s/it, loss=0.712, pair=0.001, adv=3.651, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:09<04:44,  1.23s/it, loss=0.709, pair=0.003, adv=3.725, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:09<04:45,  1.24s/it, loss=0.709, pair=0.003, adv=3.725, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:10<04:45,  1.24s/it, loss=0.724, pair=0.005, adv=3.682, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:10<04:34,  1.20s/it, loss=0.724, pair=0.005, adv=3.682, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:11<04:34,  1.20s/it, loss=0.724, pair=0.003, adv=3.851, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:11<04:43,  1.24s/it, loss=0.724, pair=0.003, adv=3.851, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:13<04:43,  1.24s/it, loss=0.731, pair=0.000, adv=3.330, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:13<04:38,  1.23s/it, loss=0.731, pair=0.000, adv=3.330, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:14<04:38,  1.23s/it, loss=0.738, pair=0.000, adv=4.141, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:14<04:44,  1.26s/it, loss=0.738, pair=0.000, adv=4.141, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:15<04:44,  1.26s/it, loss=0.707, pair=0.002, adv=4.015, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:15<04:35,  1.23s/it, loss=0.707, pair=0.002, adv=4.015, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:16<04:35,  1.23s/it, loss=0.740, pair=0.002, adv=4.258, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:16<04:43,  1.27s/it, loss=0.740, pair=0.002, adv=4.258, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:18<04:43,  1.27s/it, loss=0.733, pair=0.001, adv=3.734, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:18<04:37,  1.24s/it, loss=0.733, pair=0.001, adv=3.734, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:19<04:37,  1.24s/it, loss=0.748, pair=0.001, adv=4.050, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:19<04:46,  1.29s/it, loss=0.748, pair=0.001, adv=4.050, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:20<04:46,  1.29s/it, loss=0.730, pair=0.013, adv=4.171, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:20<04:36,  1.25s/it, loss=0.730, pair=0.013, adv=4.171, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:21<04:36,  1.25s/it, loss=0.712, pair=0.000, adv=4.467, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:21<04:39,  1.27s/it, loss=0.712, pair=0.000, adv=4.467, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:23<04:39,  1.27s/it, loss=0.723, pair=0.011, adv=3.930, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:23<04:30,  1.23s/it, loss=0.723, pair=0.011, adv=3.930, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:24<04:30,  1.23s/it, loss=0.762, pair=0.004, adv=4.253, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:24<04:44,  1.30s/it, loss=0.762, pair=0.004, adv=4.253, sprd=0.031
Ep 038/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:25<04:44,  1.30s/it, loss=0.717, pair=0.003, adv=4.240, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:25<04:29,  1.24s/it, loss=0.717, pair=0.003, adv=4.240, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:27<04:29,  1.24s/it, loss=0.809, pair=0.000, adv=4.301, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:27<04:37,  1.29s/it, loss=0.809, pair=0.000, adv=4.301, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:28<04:37,  1.29s/it, loss=0.715, pair=0.000, adv=3.801, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  35%|▎| 118/333 [02:28<04:23,  1.23s/it, loss=0.715, pair=0.000, adv=3.801, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  35%|▎| 118/333 [02:29<04:23,  1.23s/it, loss=0.732, pair=0.003, adv=4.697, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  36%|▎| 119/333 [02:29<04:35,  1.29s/it, loss=0.732, pair=0.003, adv=4.697, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  36%|▎| 119/333 [02:30<04:35,  1.29s/it, loss=0.727, pair=0.005, adv=4.394, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  36%|▎| 120/333 [02:30<04:21,  1.23s/it, loss=0.727, pair=0.005, adv=4.394, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  36%|▎| 120/333 [02:31<04:21,  1.23s/it, loss=0.727, pair=0.005, adv=4.301, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  36%|▎| 121/333 [02:31<04:23,  1.24s/it, loss=0.727, pair=0.005, adv=4.301, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  36%|▎| 121/333 [02:33<04:23,  1.24s/it, loss=0.720, pair=0.002, adv=4.625, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  37%|▎| 122/333 [02:33<04:17,  1.22s/it, loss=0.720, pair=0.002, adv=4.625, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  37%|▎| 122/333 [02:34<04:17,  1.22s/it, loss=0.736, pair=0.013, adv=4.577, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  37%|▎| 123/333 [02:34<04:23,  1.26s/it, loss=0.736, pair=0.013, adv=4.577, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  37%|▎| 123/333 [02:35<04:23,  1.26s/it, loss=0.724, pair=0.006, adv=4.325, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  37%|▎| 124/333 [02:35<04:16,  1.23s/it, loss=0.724, pair=0.006, adv=4.325, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  37%|▎| 124/333 [02:37<04:16,  1.23s/it, loss=0.728, pair=0.005, adv=4.197, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  38%|▍| 125/333 [02:37<04:27,  1.29s/it, loss=0.728, pair=0.005, adv=4.197, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  38%|▍| 125/333 [02:38<04:27,  1.29s/it, loss=0.735, pair=0.004, adv=4.091, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  38%|▍| 126/333 [02:38<04:20,  1.26s/it, loss=0.735, pair=0.004, adv=4.091, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  38%|▍| 126/333 [02:39<04:20,  1.26s/it, loss=0.737, pair=0.002, adv=4.576, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  38%|▍| 127/333 [02:39<04:24,  1.28s/it, loss=0.737, pair=0.002, adv=4.576, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  38%|▍| 127/333 [02:40<04:24,  1.28s/it, loss=0.741, pair=0.000, adv=3.711, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  38%|▍| 128/333 [02:40<04:16,  1.25s/it, loss=0.741, pair=0.000, adv=3.711, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  38%|▍| 128/333 [02:42<04:16,  1.25s/it, loss=0.734, pair=0.007, adv=3.943, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  39%|▍| 129/333 [02:42<04:28,  1.32s/it, loss=0.734, pair=0.007, adv=3.943, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  39%|▍| 129/333 [02:43<04:28,  1.32s/it, loss=0.724, pair=0.003, adv=3.886, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  39%|▍| 130/333 [02:43<04:16,  1.26s/it, loss=0.724, pair=0.003, adv=3.886, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  39%|▍| 130/333 [02:44<04:16,  1.26s/it, loss=0.763, pair=0.001, adv=4.628, sprd=0.033
Ep 038/60 [S2→S3:ramp]:  39%|▍| 131/333 [02:44<04:28,  1.33s/it, loss=0.763, pair=0.001, adv=4.628, sprd=0.033
Ep 038/60 [S2→S3:ramp]:  39%|▍| 131/333 [02:45<04:28,  1.33s/it, loss=0.721, pair=0.001, adv=4.544, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  40%|▍| 132/333 [02:45<04:14,  1.27s/it, loss=0.721, pair=0.001, adv=4.544, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  40%|▍| 132/333 [02:47<04:14,  1.27s/it, loss=0.722, pair=0.000, adv=4.284, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  40%|▍| 133/333 [02:47<04:15,  1.28s/it, loss=0.722, pair=0.000, adv=4.284, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  40%|▍| 133/333 [02:48<04:15,  1.28s/it, loss=0.740, pair=0.000, adv=4.716, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  40%|▍| 134/333 [02:48<04:06,  1.24s/it, loss=0.740, pair=0.000, adv=4.716, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  40%|▍| 134/333 [02:49<04:06,  1.24s/it, loss=0.739, pair=0.004, adv=4.577, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 135/333 [02:49<04:15,  1.29s/it, loss=0.739, pair=0.004, adv=4.577, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 135/333 [02:50<04:15,  1.29s/it, loss=0.742, pair=0.011, adv=4.291, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  41%|▍| 136/333 [02:50<03:54,  1.19s/it, loss=0.742, pair=0.011, adv=4.291, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  41%|▍| 136/333 [02:52<03:54,  1.19s/it, loss=0.818, pair=0.002, adv=4.703, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 137/333 [02:52<04:08,  1.27s/it, loss=0.818, pair=0.002, adv=4.703, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 137/333 [02:53<04:08,  1.27s/it, loss=0.744, pair=0.004, adv=4.252, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 138/333 [02:53<03:48,  1.17s/it, loss=0.744, pair=0.004, adv=4.252, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  41%|▍| 138/333 [02:54<03:48,  1.17s/it, loss=0.751, pair=0.003, adv=5.164, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  42%|▍| 139/333 [02:54<04:03,  1.26s/it, loss=0.751, pair=0.003, adv=5.164, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  42%|▍| 139/333 [02:55<04:03,  1.26s/it, loss=0.730, pair=0.001, adv=4.147, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  42%|▍| 140/333 [02:55<03:57,  1.23s/it, loss=0.730, pair=0.001, adv=4.147, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  42%|▍| 140/333 [02:57<03:57,  1.23s/it, loss=0.702, pair=0.009, adv=3.945, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  42%|▍| 141/333 [02:57<04:10,  1.31s/it, loss=0.702, pair=0.009, adv=3.945, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  42%|▍| 141/333 [02:58<04:10,  1.31s/it, loss=0.738, pair=0.004, adv=4.410, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  43%|▍| 142/333 [02:58<03:50,  1.21s/it, loss=0.738, pair=0.004, adv=4.410, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  43%|▍| 142/333 [02:59<03:50,  1.21s/it, loss=0.720, pair=0.005, adv=4.540, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  43%|▍| 143/333 [02:59<03:59,  1.26s/it, loss=0.720, pair=0.005, adv=4.540, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  43%|▍| 143/333 [03:00<03:59,  1.26s/it, loss=0.738, pair=0.006, adv=4.988, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  43%|▍| 144/333 [03:00<03:52,  1.23s/it, loss=0.738, pair=0.006, adv=4.988, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  43%|▍| 144/333 [03:02<03:52,  1.23s/it, loss=0.741, pair=0.005, adv=4.279, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 145/333 [03:02<04:02,  1.29s/it, loss=0.741, pair=0.005, adv=4.279, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 145/333 [03:03<04:02,  1.29s/it, loss=0.736, pair=0.002, adv=4.749, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 146/333 [03:03<03:54,  1.25s/it, loss=0.736, pair=0.002, adv=4.749, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  44%|▍| 146/333 [03:04<03:54,  1.25s/it, loss=0.750, pair=0.012, adv=4.936, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  44%|▍| 147/333 [03:04<03:58,  1.28s/it, loss=0.750, pair=0.012, adv=4.936, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  44%|▍| 147/333 [03:05<03:58,  1.28s/it, loss=0.722, pair=0.000, adv=4.389, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  44%|▍| 148/333 [03:05<03:47,  1.23s/it, loss=0.722, pair=0.000, adv=4.389, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  44%|▍| 148/333 [03:07<03:47,  1.23s/it, loss=0.741, pair=0.002, adv=4.048, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  45%|▍| 149/333 [03:07<03:58,  1.30s/it, loss=0.741, pair=0.002, adv=4.048, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  45%|▍| 149/333 [03:08<03:58,  1.30s/it, loss=0.719, pair=0.004, adv=4.376, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  45%|▍| 150/333 [03:08<03:52,  1.27s/it, loss=0.719, pair=0.004, adv=4.376, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  45%|▍| 150/333 [03:09<03:52,  1.27s/it, loss=0.743, pair=0.003, adv=4.752, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  45%|▍| 151/333 [03:09<04:01,  1.32s/it, loss=0.743, pair=0.003, adv=4.752, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  45%|▍| 151/333 [03:11<04:01,  1.32s/it, loss=0.746, pair=0.001, adv=4.270, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:11<03:45,  1.24s/it, loss=0.746, pair=0.001, adv=4.270, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:12<03:45,  1.24s/it, loss=0.739, pair=0.001, adv=4.644, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:12<03:49,  1.28s/it, loss=0.739, pair=0.001, adv=4.644, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:13<03:49,  1.28s/it, loss=0.737, pair=0.005, adv=4.458, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:13<03:33,  1.19s/it, loss=0.737, pair=0.005, adv=4.458, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:14<03:33,  1.19s/it, loss=0.733, pair=0.000, adv=3.870, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:14<03:48,  1.28s/it, loss=0.733, pair=0.000, adv=3.870, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:15<03:48,  1.28s/it, loss=0.734, pair=0.001, adv=4.428, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  47%|▍| 156/333 [03:15<03:36,  1.23s/it, loss=0.734, pair=0.001, adv=4.428, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  47%|▍| 156/333 [03:17<03:36,  1.23s/it, loss=0.724, pair=0.002, adv=4.130, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  47%|▍| 157/333 [03:17<03:50,  1.31s/it, loss=0.724, pair=0.002, adv=4.130, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  47%|▍| 157/333 [03:18<03:50,  1.31s/it, loss=0.728, pair=0.001, adv=4.413, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  47%|▍| 158/333 [03:18<03:42,  1.27s/it, loss=0.728, pair=0.001, adv=4.413, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  47%|▍| 158/333 [03:20<03:42,  1.27s/it, loss=0.743, pair=0.000, adv=4.524, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  48%|▍| 159/333 [03:20<03:49,  1.32s/it, loss=0.743, pair=0.000, adv=4.524, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  48%|▍| 159/333 [03:21<03:49,  1.32s/it, loss=0.773, pair=0.008, adv=4.785, sprd=0.035
Ep 038/60 [S2→S3:ramp]:  48%|▍| 160/333 [03:21<03:42,  1.28s/it, loss=0.773, pair=0.008, adv=4.785, sprd=0.035
Ep 038/60 [S2→S3:ramp]:  48%|▍| 160/333 [03:22<03:42,  1.28s/it, loss=0.743, pair=0.000, adv=4.255, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  48%|▍| 161/333 [03:22<03:52,  1.35s/it, loss=0.743, pair=0.000, adv=4.255, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  48%|▍| 161/333 [03:23<03:52,  1.35s/it, loss=0.744, pair=0.005, adv=4.761, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  49%|▍| 162/333 [03:23<03:38,  1.28s/it, loss=0.744, pair=0.005, adv=4.761, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  49%|▍| 162/333 [03:25<03:38,  1.28s/it, loss=0.707, pair=0.000, adv=4.399, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  49%|▍| 163/333 [03:25<03:44,  1.32s/it, loss=0.707, pair=0.000, adv=4.399, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  49%|▍| 163/333 [03:26<03:44,  1.32s/it, loss=0.727, pair=0.000, adv=4.377, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  49%|▍| 164/333 [03:26<03:29,  1.24s/it, loss=0.727, pair=0.000, adv=4.377, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  49%|▍| 164/333 [03:27<03:29,  1.24s/it, loss=0.731, pair=0.001, adv=4.476, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  50%|▍| 165/333 [03:27<03:40,  1.31s/it, loss=0.731, pair=0.001, adv=4.476, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  50%|▍| 165/333 [03:29<03:40,  1.31s/it, loss=0.730, pair=0.000, adv=4.833, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  50%|▍| 166/333 [03:29<03:32,  1.27s/it, loss=0.730, pair=0.000, adv=4.833, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  50%|▍| 166/333 [03:30<03:32,  1.27s/it, loss=0.747, pair=0.001, adv=4.696, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  50%|▌| 167/333 [03:30<03:38,  1.32s/it, loss=0.747, pair=0.001, adv=4.696, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  50%|▌| 167/333 [03:31<03:38,  1.32s/it, loss=0.706, pair=0.003, adv=4.198, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  50%|▌| 168/333 [03:31<03:25,  1.24s/it, loss=0.706, pair=0.003, adv=4.198, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  50%|▌| 168/333 [03:32<03:25,  1.24s/it, loss=0.712, pair=0.001, adv=4.208, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  51%|▌| 169/333 [03:32<03:02,  1.12s/it, loss=0.712, pair=0.001, adv=4.208, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  51%|▌| 169/333 [03:33<03:02,  1.12s/it, loss=0.709, pair=0.000, adv=3.631, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  51%|▌| 170/333 [03:33<03:07,  1.15s/it, loss=0.709, pair=0.000, adv=3.631, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  51%|▌| 170/333 [03:35<03:07,  1.15s/it, loss=0.810, pair=0.004, adv=4.319, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  51%|▌| 171/333 [03:35<03:27,  1.28s/it, loss=0.810, pair=0.004, adv=4.319, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  51%|▌| 171/333 [03:36<03:27,  1.28s/it, loss=0.713, pair=0.000, adv=4.234, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  52%|▌| 172/333 [03:36<03:23,  1.27s/it, loss=0.713, pair=0.000, adv=4.234, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  52%|▌| 172/333 [03:37<03:23,  1.27s/it, loss=0.727, pair=0.006, adv=4.502, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  52%|▌| 173/333 [03:37<03:34,  1.34s/it, loss=0.727, pair=0.006, adv=4.502, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  52%|▌| 173/333 [03:39<03:34,  1.34s/it, loss=0.746, pair=0.005, adv=4.830, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  52%|▌| 174/333 [03:39<03:33,  1.34s/it, loss=0.746, pair=0.005, adv=4.830, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  52%|▌| 174/333 [03:40<03:33,  1.34s/it, loss=0.731, pair=0.000, adv=4.052, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  53%|▌| 175/333 [03:40<03:44,  1.42s/it, loss=0.731, pair=0.000, adv=4.052, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  53%|▌| 175/333 [03:42<03:44,  1.42s/it, loss=0.751, pair=0.000, adv=4.710, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  53%|▌| 176/333 [03:42<03:41,  1.41s/it, loss=0.751, pair=0.000, adv=4.710, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  53%|▌| 176/333 [03:43<03:41,  1.41s/it, loss=0.826, pair=0.003, adv=4.423, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  53%|▌| 177/333 [03:43<03:51,  1.48s/it, loss=0.826, pair=0.003, adv=4.423, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  53%|▌| 177/333 [03:45<03:51,  1.48s/it, loss=0.725, pair=0.000, adv=4.044, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  53%|▌| 178/333 [03:45<03:40,  1.42s/it, loss=0.725, pair=0.000, adv=4.044, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  53%|▌| 178/333 [03:46<03:40,  1.42s/it, loss=0.741, pair=0.003, adv=4.367, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  54%|▌| 179/333 [03:46<03:48,  1.49s/it, loss=0.741, pair=0.003, adv=4.367, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  54%|▌| 179/333 [03:48<03:48,  1.49s/it, loss=0.737, pair=0.000, adv=4.429, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  54%|▌| 180/333 [03:48<03:40,  1.44s/it, loss=0.737, pair=0.000, adv=4.429, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  54%|▌| 180/333 [03:49<03:40,  1.44s/it, loss=0.731, pair=0.001, adv=3.852, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  54%|▌| 181/333 [03:49<03:47,  1.50s/it, loss=0.731, pair=0.001, adv=3.852, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  54%|▌| 181/333 [03:51<03:47,  1.50s/it, loss=0.734, pair=0.000, adv=4.626, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 182/333 [03:51<03:35,  1.43s/it, loss=0.734, pair=0.000, adv=4.626, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 182/333 [03:52<03:35,  1.43s/it, loss=0.729, pair=0.000, adv=4.167, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 183/333 [03:52<03:43,  1.49s/it, loss=0.729, pair=0.000, adv=4.167, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  55%|▌| 183/333 [03:53<03:43,  1.49s/it, loss=0.737, pair=0.001, adv=4.408, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  55%|▌| 184/333 [03:53<03:33,  1.43s/it, loss=0.737, pair=0.001, adv=4.408, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  55%|▌| 184/333 [03:55<03:33,  1.43s/it, loss=0.741, pair=0.004, adv=3.979, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  56%|▌| 185/333 [03:55<03:47,  1.54s/it, loss=0.741, pair=0.004, adv=3.979, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  56%|▌| 185/333 [03:57<03:47,  1.54s/it, loss=0.707, pair=0.001, adv=4.042, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 186/333 [03:57<03:33,  1.46s/it, loss=0.707, pair=0.001, adv=4.042, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 186/333 [03:58<03:33,  1.46s/it, loss=0.748, pair=0.000, adv=4.599, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  56%|▌| 187/333 [03:58<03:39,  1.50s/it, loss=0.748, pair=0.000, adv=4.599, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  56%|▌| 187/333 [03:59<03:39,  1.50s/it, loss=0.706, pair=0.000, adv=4.232, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 188/333 [03:59<03:27,  1.43s/it, loss=0.706, pair=0.000, adv=4.232, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  56%|▌| 188/333 [04:01<03:27,  1.43s/it, loss=0.747, pair=0.000, adv=4.349, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  57%|▌| 189/333 [04:01<03:36,  1.50s/it, loss=0.747, pair=0.000, adv=4.349, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  57%|▌| 189/333 [04:02<03:36,  1.50s/it, loss=0.718, pair=0.000, adv=3.954, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  57%|▌| 190/333 [04:02<03:25,  1.44s/it, loss=0.718, pair=0.000, adv=3.954, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  57%|▌| 190/333 [04:04<03:25,  1.44s/it, loss=0.693, pair=0.000, adv=3.750, sprd=0.015
Ep 038/60 [S2→S3:ramp]:  57%|▌| 191/333 [04:04<03:29,  1.48s/it, loss=0.693, pair=0.000, adv=3.750, sprd=0.015
Ep 038/60 [S2→S3:ramp]:  57%|▌| 191/333 [04:05<03:29,  1.48s/it, loss=0.719, pair=0.000, adv=4.144, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  58%|▌| 192/333 [04:05<03:21,  1.43s/it, loss=0.719, pair=0.000, adv=4.144, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  58%|▌| 192/333 [04:07<03:21,  1.43s/it, loss=0.766, pair=0.001, adv=4.221, sprd=0.032
Ep 038/60 [S2→S3:ramp]:  58%|▌| 193/333 [04:07<03:28,  1.49s/it, loss=0.766, pair=0.001, adv=4.221, sprd=0.032
Ep 038/60 [S2→S3:ramp]:  58%|▌| 193/333 [04:08<03:28,  1.49s/it, loss=0.720, pair=0.001, adv=4.003, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  58%|▌| 194/333 [04:08<03:19,  1.44s/it, loss=0.720, pair=0.001, adv=4.003, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  58%|▌| 194/333 [04:10<03:19,  1.44s/it, loss=0.739, pair=0.000, adv=4.414, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  59%|▌| 195/333 [04:10<03:25,  1.49s/it, loss=0.739, pair=0.000, adv=4.414, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  59%|▌| 195/333 [04:11<03:25,  1.49s/it, loss=0.740, pair=0.000, adv=4.237, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  59%|▌| 196/333 [04:11<03:19,  1.46s/it, loss=0.740, pair=0.000, adv=4.237, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  59%|▌| 196/333 [04:13<03:19,  1.46s/it, loss=0.705, pair=0.000, adv=4.066, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  59%|▌| 197/333 [04:13<03:24,  1.50s/it, loss=0.705, pair=0.000, adv=4.066, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  59%|▌| 197/333 [04:14<03:24,  1.50s/it, loss=0.755, pair=0.000, adv=3.924, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  59%|▌| 198/333 [04:14<03:18,  1.47s/it, loss=0.755, pair=0.000, adv=3.924, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  59%|▌| 198/333 [04:16<03:18,  1.47s/it, loss=0.710, pair=0.000, adv=3.697, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  60%|▌| 199/333 [04:16<03:20,  1.49s/it, loss=0.710, pair=0.000, adv=3.697, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  60%|▌| 199/333 [04:17<03:20,  1.49s/it, loss=0.742, pair=0.000, adv=4.478, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  60%|▌| 200/333 [04:17<03:12,  1.45s/it, loss=0.742, pair=0.000, adv=4.478, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  60%|▌| 200/333 [04:19<03:12,  1.45s/it, loss=0.741, pair=0.002, adv=3.850, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  60%|▌| 201/333 [04:19<03:19,  1.51s/it, loss=0.741, pair=0.002, adv=3.850, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  60%|▌| 201/333 [04:20<03:19,  1.51s/it, loss=0.737, pair=0.001, adv=4.166, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  61%|▌| 202/333 [04:20<03:08,  1.44s/it, loss=0.737, pair=0.001, adv=4.166, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  61%|▌| 202/333 [04:22<03:08,  1.44s/it, loss=0.729, pair=0.000, adv=3.593, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  61%|▌| 203/333 [04:22<03:13,  1.49s/it, loss=0.729, pair=0.000, adv=3.593, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  61%|▌| 203/333 [04:23<03:13,  1.49s/it, loss=0.765, pair=0.001, adv=4.025, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  61%|▌| 204/333 [04:23<03:07,  1.46s/it, loss=0.765, pair=0.001, adv=4.025, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  61%|▌| 204/333 [04:25<03:07,  1.46s/it, loss=0.735, pair=0.000, adv=3.819, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  62%|▌| 205/333 [04:25<03:11,  1.50s/it, loss=0.735, pair=0.000, adv=3.819, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  62%|▌| 205/333 [04:26<03:11,  1.50s/it, loss=0.740, pair=0.000, adv=4.251, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  62%|▌| 206/333 [04:26<02:59,  1.42s/it, loss=0.740, pair=0.000, adv=4.251, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  62%|▌| 206/333 [04:27<02:59,  1.42s/it, loss=0.747, pair=0.002, adv=4.187, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  62%|▌| 207/333 [04:27<03:08,  1.50s/it, loss=0.747, pair=0.002, adv=4.187, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  62%|▌| 207/333 [04:29<03:08,  1.50s/it, loss=0.726, pair=0.000, adv=4.309, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  62%|▌| 208/333 [04:29<03:00,  1.44s/it, loss=0.726, pair=0.000, adv=4.309, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  62%|▌| 208/333 [04:30<03:00,  1.44s/it, loss=0.740, pair=0.001, adv=3.878, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  63%|▋| 209/333 [04:30<03:05,  1.50s/it, loss=0.740, pair=0.001, adv=3.878, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  63%|▋| 209/333 [04:32<03:05,  1.50s/it, loss=0.723, pair=0.006, adv=4.348, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  63%|▋| 210/333 [04:32<02:56,  1.43s/it, loss=0.723, pair=0.006, adv=4.348, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  63%|▋| 210/333 [04:33<02:56,  1.43s/it, loss=0.740, pair=0.002, adv=4.399, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  63%|▋| 211/333 [04:33<02:59,  1.47s/it, loss=0.740, pair=0.002, adv=4.399, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  63%|▋| 211/333 [04:35<02:59,  1.47s/it, loss=0.729, pair=0.000, adv=4.312, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  64%|▋| 212/333 [04:35<02:54,  1.44s/it, loss=0.729, pair=0.000, adv=4.312, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  64%|▋| 212/333 [04:36<02:54,  1.44s/it, loss=0.729, pair=0.004, adv=3.755, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  64%|▋| 213/333 [04:36<03:01,  1.52s/it, loss=0.729, pair=0.004, adv=3.755, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  64%|▋| 213/333 [04:38<03:01,  1.52s/it, loss=0.728, pair=0.000, adv=4.100, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  64%|▋| 214/333 [04:38<02:54,  1.47s/it, loss=0.728, pair=0.000, adv=4.100, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  64%|▋| 214/333 [04:39<02:54,  1.47s/it, loss=0.742, pair=0.004, adv=4.447, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  65%|▋| 215/333 [04:39<02:59,  1.52s/it, loss=0.742, pair=0.004, adv=4.447, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  65%|▋| 215/333 [04:41<02:59,  1.52s/it, loss=0.743, pair=0.002, adv=4.194, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  65%|▋| 216/333 [04:41<02:53,  1.48s/it, loss=0.743, pair=0.002, adv=4.194, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  65%|▋| 216/333 [04:42<02:53,  1.48s/it, loss=0.745, pair=0.005, adv=4.478, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  65%|▋| 217/333 [04:42<02:58,  1.54s/it, loss=0.745, pair=0.005, adv=4.478, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  65%|▋| 217/333 [04:44<02:58,  1.54s/it, loss=0.723, pair=0.011, adv=3.809, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  65%|▋| 218/333 [04:44<02:43,  1.42s/it, loss=0.723, pair=0.011, adv=3.809, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  65%|▋| 218/333 [04:45<02:43,  1.42s/it, loss=0.729, pair=0.007, adv=4.376, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  66%|▋| 219/333 [04:45<02:50,  1.49s/it, loss=0.729, pair=0.007, adv=4.376, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  66%|▋| 219/333 [04:47<02:50,  1.49s/it, loss=0.756, pair=0.010, adv=4.402, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  66%|▋| 220/333 [04:47<02:44,  1.46s/it, loss=0.756, pair=0.010, adv=4.402, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  66%|▋| 220/333 [04:48<02:44,  1.46s/it, loss=0.745, pair=0.002, adv=4.199, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  66%|▋| 221/333 [04:48<02:49,  1.51s/it, loss=0.745, pair=0.002, adv=4.199, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  66%|▋| 221/333 [04:50<02:49,  1.51s/it, loss=0.749, pair=0.007, adv=4.317, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  67%|▋| 222/333 [04:50<02:42,  1.46s/it, loss=0.749, pair=0.007, adv=4.317, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  67%|▋| 222/333 [04:51<02:42,  1.46s/it, loss=0.709, pair=0.001, adv=3.472, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  67%|▋| 223/333 [04:51<02:45,  1.50s/it, loss=0.709, pair=0.001, adv=3.472, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  67%|▋| 223/333 [04:52<02:45,  1.50s/it, loss=0.720, pair=0.005, adv=3.952, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  67%|▋| 224/333 [04:52<02:37,  1.44s/it, loss=0.720, pair=0.005, adv=3.952, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  67%|▋| 224/333 [04:54<02:37,  1.44s/it, loss=0.722, pair=0.001, adv=4.051, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  68%|▋| 225/333 [04:54<02:40,  1.48s/it, loss=0.722, pair=0.001, adv=4.051, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  68%|▋| 225/333 [04:55<02:40,  1.48s/it, loss=0.747, pair=0.008, adv=4.386, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  68%|▋| 226/333 [04:55<02:35,  1.46s/it, loss=0.747, pair=0.008, adv=4.386, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  68%|▋| 226/333 [04:57<02:35,  1.46s/it, loss=0.736, pair=0.004, adv=4.205, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  68%|▋| 227/333 [04:57<02:39,  1.50s/it, loss=0.736, pair=0.004, adv=4.205, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  68%|▋| 227/333 [04:58<02:39,  1.50s/it, loss=0.741, pair=0.005, adv=4.406, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  68%|▋| 228/333 [04:58<02:34,  1.47s/it, loss=0.741, pair=0.005, adv=4.406, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  68%|▋| 228/333 [05:00<02:34,  1.47s/it, loss=0.721, pair=0.005, adv=4.205, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  69%|▋| 229/333 [05:00<02:39,  1.53s/it, loss=0.721, pair=0.005, adv=4.205, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  69%|▋| 229/333 [05:01<02:39,  1.53s/it, loss=0.729, pair=0.008, adv=4.298, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  69%|▋| 230/333 [05:01<02:26,  1.42s/it, loss=0.729, pair=0.008, adv=4.298, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  69%|▋| 230/333 [05:03<02:26,  1.42s/it, loss=0.754, pair=0.001, adv=4.018, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  69%|▋| 231/333 [05:03<02:31,  1.48s/it, loss=0.754, pair=0.001, adv=4.018, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  69%|▋| 231/333 [05:04<02:31,  1.48s/it, loss=0.727, pair=0.002, adv=4.007, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  70%|▋| 232/333 [05:04<02:25,  1.44s/it, loss=0.727, pair=0.002, adv=4.007, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  70%|▋| 232/333 [05:06<02:25,  1.44s/it, loss=0.729, pair=0.002, adv=3.950, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  70%|▋| 233/333 [05:06<02:26,  1.46s/it, loss=0.729, pair=0.002, adv=3.950, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  70%|▋| 233/333 [05:07<02:26,  1.46s/it, loss=0.742, pair=0.000, adv=3.733, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  70%|▋| 234/333 [05:07<02:21,  1.43s/it, loss=0.742, pair=0.000, adv=3.733, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  70%|▋| 234/333 [05:09<02:21,  1.43s/it, loss=0.736, pair=0.005, adv=4.058, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  71%|▋| 235/333 [05:09<02:26,  1.49s/it, loss=0.736, pair=0.005, adv=4.058, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  71%|▋| 235/333 [05:10<02:26,  1.49s/it, loss=0.722, pair=0.001, adv=3.987, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  71%|▋| 236/333 [05:10<02:19,  1.44s/it, loss=0.722, pair=0.001, adv=3.987, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  71%|▋| 236/333 [05:12<02:19,  1.44s/it, loss=0.718, pair=0.000, adv=4.191, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  71%|▋| 237/333 [05:12<02:24,  1.50s/it, loss=0.718, pair=0.000, adv=4.191, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  71%|▋| 237/333 [05:13<02:24,  1.50s/it, loss=0.723, pair=0.000, adv=4.091, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  71%|▋| 238/333 [05:13<02:17,  1.45s/it, loss=0.723, pair=0.000, adv=4.091, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  71%|▋| 238/333 [05:15<02:17,  1.45s/it, loss=0.741, pair=0.000, adv=4.145, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  72%|▋| 239/333 [05:15<02:20,  1.49s/it, loss=0.741, pair=0.000, adv=4.145, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  72%|▋| 239/333 [05:16<02:20,  1.49s/it, loss=0.732, pair=0.000, adv=4.415, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  72%|▋| 240/333 [05:16<02:14,  1.44s/it, loss=0.732, pair=0.000, adv=4.415, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  72%|▋| 240/333 [05:18<02:14,  1.44s/it, loss=0.745, pair=0.014, adv=3.995, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  72%|▋| 241/333 [05:18<02:20,  1.52s/it, loss=0.745, pair=0.014, adv=3.995, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  72%|▋| 241/333 [05:19<02:20,  1.52s/it, loss=0.707, pair=0.001, adv=3.923, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  73%|▋| 242/333 [05:19<02:10,  1.44s/it, loss=0.707, pair=0.001, adv=3.923, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  73%|▋| 242/333 [05:20<02:10,  1.44s/it, loss=0.749, pair=0.003, adv=4.607, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  73%|▋| 243/333 [05:20<02:10,  1.46s/it, loss=0.749, pair=0.003, adv=4.607, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  73%|▋| 243/333 [05:22<02:10,  1.46s/it, loss=0.769, pair=0.004, adv=4.162, sprd=0.033
Ep 038/60 [S2→S3:ramp]:  73%|▋| 244/333 [05:22<02:08,  1.44s/it, loss=0.769, pair=0.004, adv=4.162, sprd=0.033
Ep 038/60 [S2→S3:ramp]:  73%|▋| 244/333 [05:23<02:08,  1.44s/it, loss=0.729, pair=0.003, adv=4.236, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  74%|▋| 245/333 [05:23<02:12,  1.50s/it, loss=0.729, pair=0.003, adv=4.236, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  74%|▋| 245/333 [05:25<02:12,  1.50s/it, loss=0.703, pair=0.001, adv=3.855, sprd=0.015
Ep 038/60 [S2→S3:ramp]:  74%|▋| 246/333 [05:25<02:04,  1.43s/it, loss=0.703, pair=0.001, adv=3.855, sprd=0.015
Ep 038/60 [S2→S3:ramp]:  74%|▋| 246/333 [05:26<02:04,  1.43s/it, loss=0.737, pair=0.000, adv=4.004, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  74%|▋| 247/333 [05:26<02:08,  1.50s/it, loss=0.737, pair=0.000, adv=4.004, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  74%|▋| 247/333 [05:28<02:08,  1.50s/it, loss=0.719, pair=0.012, adv=3.936, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  74%|▋| 248/333 [05:28<02:02,  1.45s/it, loss=0.719, pair=0.012, adv=3.936, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  74%|▋| 248/333 [05:29<02:02,  1.45s/it, loss=0.747, pair=0.005, adv=4.357, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:29<02:08,  1.53s/it, loss=0.747, pair=0.005, adv=4.357, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:31<02:08,  1.53s/it, loss=0.732, pair=0.001, adv=4.115, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:31<02:01,  1.47s/it, loss=0.732, pair=0.001, adv=4.115, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:32<02:01,  1.47s/it, loss=0.731, pair=0.000, adv=3.883, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:32<02:04,  1.51s/it, loss=0.731, pair=0.000, adv=3.883, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:34<02:04,  1.51s/it, loss=0.709, pair=0.004, adv=4.143, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:34<01:56,  1.44s/it, loss=0.709, pair=0.004, adv=4.143, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:35<01:56,  1.44s/it, loss=0.722, pair=0.008, adv=4.136, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:35<01:57,  1.47s/it, loss=0.722, pair=0.008, adv=4.136, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:37<01:57,  1.47s/it, loss=0.743, pair=0.001, adv=4.382, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:37<01:53,  1.44s/it, loss=0.743, pair=0.001, adv=4.382, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:38<01:53,  1.44s/it, loss=0.723, pair=0.013, adv=3.797, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:38<01:56,  1.49s/it, loss=0.723, pair=0.013, adv=3.797, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:39<01:56,  1.49s/it, loss=0.714, pair=0.001, adv=4.153, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:39<01:51,  1.44s/it, loss=0.714, pair=0.001, adv=4.153, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:41<01:51,  1.44s/it, loss=0.890, pair=0.445, adv=4.661, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:41<01:52,  1.48s/it, loss=0.890, pair=0.445, adv=4.661, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:42<01:52,  1.48s/it, loss=0.742, pair=0.001, adv=4.332, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  77%|▊| 258/333 [05:42<01:48,  1.44s/it, loss=0.742, pair=0.001, adv=4.332, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  77%|▊| 258/333 [05:44<01:48,  1.44s/it, loss=0.747, pair=0.004, adv=4.332, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  78%|▊| 259/333 [05:44<01:52,  1.53s/it, loss=0.747, pair=0.004, adv=4.332, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  78%|▊| 259/333 [05:46<01:52,  1.53s/it, loss=0.740, pair=0.001, adv=4.081, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  78%|▊| 260/333 [05:46<01:48,  1.49s/it, loss=0.740, pair=0.001, adv=4.081, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  78%|▊| 260/333 [05:47<01:48,  1.49s/it, loss=0.738, pair=0.002, adv=3.703, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  78%|▊| 261/333 [05:47<01:50,  1.53s/it, loss=0.738, pair=0.002, adv=3.703, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  78%|▊| 261/333 [05:49<01:50,  1.53s/it, loss=0.737, pair=0.000, adv=3.992, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  79%|▊| 262/333 [05:49<01:45,  1.48s/it, loss=0.737, pair=0.000, adv=3.992, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  79%|▊| 262/333 [05:50<01:45,  1.48s/it, loss=0.738, pair=0.002, adv=4.215, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  79%|▊| 263/333 [05:50<01:47,  1.53s/it, loss=0.738, pair=0.002, adv=4.215, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  79%|▊| 263/333 [05:51<01:47,  1.53s/it, loss=0.735, pair=0.002, adv=3.930, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  79%|▊| 264/333 [05:51<01:40,  1.46s/it, loss=0.735, pair=0.002, adv=3.930, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  79%|▊| 264/333 [05:53<01:40,  1.46s/it, loss=0.745, pair=0.003, adv=4.052, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  80%|▊| 265/333 [05:53<01:42,  1.50s/it, loss=0.745, pair=0.003, adv=4.052, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  80%|▊| 265/333 [05:54<01:42,  1.50s/it, loss=0.735, pair=0.001, adv=4.121, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  80%|▊| 266/333 [05:54<01:38,  1.47s/it, loss=0.735, pair=0.001, adv=4.121, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  80%|▊| 266/333 [05:56<01:38,  1.47s/it, loss=0.723, pair=0.003, adv=4.067, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 267/333 [05:56<01:40,  1.52s/it, loss=0.723, pair=0.003, adv=4.067, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 267/333 [05:57<01:40,  1.52s/it, loss=0.724, pair=0.017, adv=4.388, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 268/333 [05:57<01:35,  1.46s/it, loss=0.724, pair=0.017, adv=4.388, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  80%|▊| 268/333 [05:59<01:35,  1.46s/it, loss=0.717, pair=0.003, adv=4.095, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  81%|▊| 269/333 [05:59<01:37,  1.53s/it, loss=0.717, pair=0.003, adv=4.095, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  81%|▊| 269/333 [06:00<01:37,  1.53s/it, loss=0.758, pair=0.000, adv=4.188, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  81%|▊| 270/333 [06:00<01:33,  1.48s/it, loss=0.758, pair=0.000, adv=4.188, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  81%|▊| 270/333 [06:02<01:33,  1.48s/it, loss=0.724, pair=0.001, adv=3.983, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  81%|▊| 271/333 [06:02<01:33,  1.51s/it, loss=0.724, pair=0.001, adv=3.983, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  81%|▊| 271/333 [06:03<01:33,  1.51s/it, loss=0.744, pair=0.001, adv=4.408, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  82%|▊| 272/333 [06:03<01:29,  1.46s/it, loss=0.744, pair=0.001, adv=4.408, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  82%|▊| 272/333 [06:05<01:29,  1.46s/it, loss=0.735, pair=0.003, adv=4.035, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  82%|▊| 273/333 [06:05<01:30,  1.50s/it, loss=0.735, pair=0.003, adv=4.035, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  82%|▊| 273/333 [06:06<01:30,  1.50s/it, loss=0.740, pair=0.004, adv=4.076, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  82%|▊| 274/333 [06:06<01:25,  1.45s/it, loss=0.740, pair=0.004, adv=4.076, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  82%|▊| 274/333 [06:08<01:25,  1.45s/it, loss=0.757, pair=0.000, adv=4.257, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  83%|▊| 275/333 [06:08<01:27,  1.51s/it, loss=0.757, pair=0.000, adv=4.257, sprd=0.030
Ep 038/60 [S2→S3:ramp]:  83%|▊| 275/333 [06:09<01:27,  1.51s/it, loss=0.718, pair=0.000, adv=3.927, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  83%|▊| 276/333 [06:09<01:22,  1.45s/it, loss=0.718, pair=0.000, adv=3.927, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  83%|▊| 276/333 [06:11<01:22,  1.45s/it, loss=0.716, pair=0.006, adv=3.802, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  83%|▊| 277/333 [06:11<01:23,  1.48s/it, loss=0.716, pair=0.006, adv=3.802, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  83%|▊| 277/333 [06:12<01:23,  1.48s/it, loss=0.724, pair=0.005, adv=3.884, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  83%|▊| 278/333 [06:12<01:17,  1.42s/it, loss=0.724, pair=0.005, adv=3.884, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  83%|▊| 278/333 [06:14<01:17,  1.42s/it, loss=0.751, pair=0.000, adv=4.048, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  84%|▊| 279/333 [06:14<01:22,  1.52s/it, loss=0.751, pair=0.000, adv=4.048, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  84%|▊| 279/333 [06:15<01:22,  1.52s/it, loss=0.731, pair=0.003, adv=3.871, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  84%|▊| 280/333 [06:15<01:15,  1.43s/it, loss=0.731, pair=0.003, adv=3.871, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  84%|▊| 280/333 [06:17<01:15,  1.43s/it, loss=0.740, pair=0.004, adv=3.764, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  84%|▊| 281/333 [06:17<01:18,  1.50s/it, loss=0.740, pair=0.004, adv=3.764, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  84%|▊| 281/333 [06:18<01:18,  1.50s/it, loss=0.742, pair=0.004, adv=3.674, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  85%|▊| 282/333 [06:18<01:14,  1.46s/it, loss=0.742, pair=0.004, adv=3.674, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  85%|▊| 282/333 [06:20<01:14,  1.46s/it, loss=0.722, pair=0.003, adv=4.109, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  85%|▊| 283/333 [06:20<01:14,  1.49s/it, loss=0.722, pair=0.003, adv=4.109, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  85%|▊| 283/333 [06:21<01:14,  1.49s/it, loss=0.711, pair=0.001, adv=3.959, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  85%|▊| 284/333 [06:21<01:10,  1.44s/it, loss=0.711, pair=0.001, adv=3.959, sprd=0.018
Ep 038/60 [S2→S3:ramp]:  85%|▊| 284/333 [06:23<01:10,  1.44s/it, loss=0.714, pair=0.004, adv=3.629, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  86%|▊| 285/333 [06:23<01:11,  1.49s/it, loss=0.714, pair=0.004, adv=3.629, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  86%|▊| 285/333 [06:24<01:11,  1.49s/it, loss=0.713, pair=0.001, adv=3.502, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  86%|▊| 286/333 [06:24<01:07,  1.44s/it, loss=0.713, pair=0.001, adv=3.502, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  86%|▊| 286/333 [06:26<01:07,  1.44s/it, loss=0.718, pair=0.002, adv=3.905, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  86%|▊| 287/333 [06:26<01:09,  1.51s/it, loss=0.718, pair=0.002, adv=3.905, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  86%|▊| 287/333 [06:27<01:09,  1.51s/it, loss=0.750, pair=0.000, adv=3.952, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  86%|▊| 288/333 [06:27<01:06,  1.48s/it, loss=0.750, pair=0.000, adv=3.952, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  86%|▊| 288/333 [06:29<01:06,  1.48s/it, loss=0.694, pair=0.003, adv=3.299, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  87%|▊| 289/333 [06:29<01:06,  1.50s/it, loss=0.694, pair=0.003, adv=3.299, sprd=0.017
Ep 038/60 [S2→S3:ramp]:  87%|▊| 289/333 [06:30<01:06,  1.50s/it, loss=0.726, pair=0.000, adv=3.858, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  87%|▊| 290/333 [06:30<01:02,  1.45s/it, loss=0.726, pair=0.000, adv=3.858, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  87%|▊| 290/333 [06:32<01:02,  1.45s/it, loss=0.719, pair=0.002, adv=3.832, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  87%|▊| 291/333 [06:32<01:03,  1.52s/it, loss=0.719, pair=0.002, adv=3.832, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  87%|▊| 291/333 [06:33<01:03,  1.52s/it, loss=0.748, pair=0.005, adv=4.244, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  88%|▉| 292/333 [06:33<00:59,  1.46s/it, loss=0.748, pair=0.005, adv=4.244, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  88%|▉| 292/333 [06:34<00:59,  1.46s/it, loss=0.741, pair=0.021, adv=3.925, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  88%|▉| 293/333 [06:34<00:59,  1.48s/it, loss=0.741, pair=0.021, adv=3.925, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  88%|▉| 293/333 [06:36<00:59,  1.48s/it, loss=0.725, pair=0.015, adv=3.975, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  88%|▉| 294/333 [06:36<00:56,  1.44s/it, loss=0.725, pair=0.015, adv=3.975, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  88%|▉| 294/333 [06:37<00:56,  1.44s/it, loss=0.735, pair=0.003, adv=4.305, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  89%|▉| 295/333 [06:37<00:56,  1.50s/it, loss=0.735, pair=0.003, adv=4.305, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  89%|▉| 295/333 [06:39<00:56,  1.50s/it, loss=0.737, pair=0.004, adv=4.044, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  89%|▉| 296/333 [06:39<00:54,  1.48s/it, loss=0.737, pair=0.004, adv=4.044, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  89%|▉| 296/333 [06:40<00:54,  1.48s/it, loss=0.729, pair=0.020, adv=3.894, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  89%|▉| 297/333 [06:40<00:54,  1.51s/it, loss=0.729, pair=0.020, adv=3.894, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  89%|▉| 297/333 [06:42<00:54,  1.51s/it, loss=0.747, pair=0.003, adv=4.055, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:42<00:51,  1.48s/it, loss=0.747, pair=0.003, adv=4.055, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:44<00:51,  1.48s/it, loss=0.749, pair=0.002, adv=4.299, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:44<00:53,  1.57s/it, loss=0.749, pair=0.002, adv=4.299, sprd=0.027
Ep 038/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:45<00:53,  1.57s/it, loss=0.725, pair=0.000, adv=4.113, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:45<00:49,  1.50s/it, loss=0.725, pair=0.000, adv=4.113, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:47<00:49,  1.50s/it, loss=0.738, pair=0.001, adv=4.050, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:47<00:51,  1.61s/it, loss=0.738, pair=0.001, adv=4.050, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:48<00:51,  1.61s/it, loss=0.720, pair=0.000, adv=4.035, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:48<00:47,  1.54s/it, loss=0.720, pair=0.000, adv=4.035, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:50<00:47,  1.54s/it, loss=0.749, pair=0.003, adv=3.930, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:50<00:47,  1.58s/it, loss=0.749, pair=0.003, adv=3.930, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:51<00:47,  1.58s/it, loss=0.720, pair=0.003, adv=4.281, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:51<00:43,  1.50s/it, loss=0.720, pair=0.003, adv=4.281, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:53<00:43,  1.50s/it, loss=0.731, pair=0.003, adv=4.357, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:53<00:43,  1.54s/it, loss=0.731, pair=0.003, adv=4.357, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:54<00:43,  1.54s/it, loss=0.733, pair=0.005, adv=4.244, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:54<00:40,  1.50s/it, loss=0.733, pair=0.005, adv=4.244, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:56<00:40,  1.50s/it, loss=0.731, pair=0.003, adv=4.513, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:56<00:39,  1.54s/it, loss=0.731, pair=0.003, adv=4.513, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:57<00:39,  1.54s/it, loss=0.728, pair=0.009, adv=3.973, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:57<00:37,  1.49s/it, loss=0.728, pair=0.009, adv=3.973, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:59<00:37,  1.49s/it, loss=0.754, pair=0.004, adv=4.363, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  93%|▉| 309/333 [06:59<00:37,  1.56s/it, loss=0.754, pair=0.004, adv=4.363, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  93%|▉| 309/333 [07:00<00:37,  1.56s/it, loss=0.716, pair=0.002, adv=4.339, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  93%|▉| 310/333 [07:00<00:34,  1.49s/it, loss=0.716, pair=0.002, adv=4.339, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  93%|▉| 310/333 [07:02<00:34,  1.49s/it, loss=0.750, pair=0.005, adv=4.347, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  93%|▉| 311/333 [07:02<00:33,  1.54s/it, loss=0.750, pair=0.005, adv=4.347, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  93%|▉| 311/333 [07:03<00:33,  1.54s/it, loss=0.729, pair=0.001, adv=4.086, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  94%|▉| 312/333 [07:03<00:31,  1.50s/it, loss=0.729, pair=0.001, adv=4.086, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  94%|▉| 312/333 [07:05<00:31,  1.50s/it, loss=0.715, pair=0.004, adv=4.187, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  94%|▉| 313/333 [07:05<00:30,  1.52s/it, loss=0.715, pair=0.004, adv=4.187, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  94%|▉| 313/333 [07:06<00:30,  1.52s/it, loss=0.744, pair=0.005, adv=4.145, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  94%|▉| 314/333 [07:06<00:28,  1.48s/it, loss=0.744, pair=0.005, adv=4.145, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  94%|▉| 314/333 [07:08<00:28,  1.48s/it, loss=0.733, pair=0.004, adv=4.337, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  95%|▉| 315/333 [07:08<00:27,  1.54s/it, loss=0.733, pair=0.004, adv=4.337, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  95%|▉| 315/333 [07:09<00:27,  1.54s/it, loss=0.725, pair=0.001, adv=3.913, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  95%|▉| 316/333 [07:09<00:25,  1.50s/it, loss=0.725, pair=0.001, adv=3.913, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  95%|▉| 316/333 [07:11<00:25,  1.50s/it, loss=0.732, pair=0.005, adv=4.233, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  95%|▉| 317/333 [07:11<00:24,  1.55s/it, loss=0.732, pair=0.005, adv=4.233, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  95%|▉| 317/333 [07:12<00:24,  1.55s/it, loss=0.732, pair=0.006, adv=3.962, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  95%|▉| 318/333 [07:12<00:21,  1.46s/it, loss=0.732, pair=0.006, adv=3.962, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  95%|▉| 318/333 [07:14<00:21,  1.46s/it, loss=0.744, pair=0.027, adv=4.588, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  96%|▉| 319/333 [07:14<00:21,  1.52s/it, loss=0.744, pair=0.027, adv=4.588, sprd=0.025
Ep 038/60 [S2→S3:ramp]:  96%|▉| 319/333 [07:15<00:21,  1.52s/it, loss=0.715, pair=0.015, adv=4.235, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  96%|▉| 320/333 [07:15<00:19,  1.47s/it, loss=0.715, pair=0.015, adv=4.235, sprd=0.019
Ep 038/60 [S2→S3:ramp]:  96%|▉| 320/333 [07:17<00:19,  1.47s/it, loss=0.710, pair=0.012, adv=3.897, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  96%|▉| 321/333 [07:17<00:18,  1.53s/it, loss=0.710, pair=0.012, adv=3.897, sprd=0.016
Ep 038/60 [S2→S3:ramp]:  96%|▉| 321/333 [07:18<00:18,  1.53s/it, loss=0.726, pair=0.004, adv=3.944, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  97%|▉| 322/333 [07:18<00:16,  1.48s/it, loss=0.726, pair=0.004, adv=3.944, sprd=0.022
Ep 038/60 [S2→S3:ramp]:  97%|▉| 322/333 [07:20<00:16,  1.48s/it, loss=0.811, pair=0.011, adv=4.072, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  97%|▉| 323/333 [07:20<00:15,  1.51s/it, loss=0.811, pair=0.011, adv=4.072, sprd=0.023
Ep 038/60 [S2→S3:ramp]:  97%|▉| 323/333 [07:21<00:15,  1.51s/it, loss=0.715, pair=0.004, adv=3.954, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  97%|▉| 324/333 [07:21<00:13,  1.45s/it, loss=0.715, pair=0.004, adv=3.954, sprd=0.021
Ep 038/60 [S2→S3:ramp]:  97%|▉| 324/333 [07:23<00:13,  1.45s/it, loss=0.770, pair=0.003, adv=4.219, sprd=0.032
Ep 038/60 [S2→S3:ramp]:  98%|▉| 325/333 [07:23<00:12,  1.56s/it, loss=0.770, pair=0.003, adv=4.219, sprd=0.032
Ep 038/60 [S2→S3:ramp]:  98%|▉| 325/333 [07:24<00:12,  1.56s/it, loss=0.758, pair=0.003, adv=4.081, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  98%|▉| 326/333 [07:24<00:10,  1.53s/it, loss=0.758, pair=0.003, adv=4.081, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  98%|▉| 326/333 [07:26<00:10,  1.53s/it, loss=0.746, pair=0.003, adv=4.102, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  98%|▉| 327/333 [07:26<00:09,  1.55s/it, loss=0.746, pair=0.003, adv=4.102, sprd=0.028
Ep 038/60 [S2→S3:ramp]:  98%|▉| 327/333 [07:28<00:09,  1.55s/it, loss=0.760, pair=0.000, adv=3.950, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  98%|▉| 328/333 [07:28<00:07,  1.52s/it, loss=0.760, pair=0.000, adv=3.950, sprd=0.029
Ep 038/60 [S2→S3:ramp]:  98%|▉| 328/333 [07:29<00:07,  1.52s/it, loss=0.800, pair=0.010, adv=4.124, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  99%|▉| 329/333 [07:29<00:06,  1.55s/it, loss=0.800, pair=0.010, adv=4.124, sprd=0.020
Ep 038/60 [S2→S3:ramp]:  99%|▉| 329/333 [07:30<00:06,  1.55s/it, loss=0.733, pair=0.008, adv=4.039, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  99%|▉| 330/333 [07:30<00:04,  1.46s/it, loss=0.733, pair=0.008, adv=4.039, sprd=0.024
Ep 038/60 [S2→S3:ramp]:  99%|▉| 330/333 [07:32<00:04,  1.46s/it, loss=0.744, pair=0.004, adv=4.199, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  99%|▉| 331/333 [07:32<00:03,  1.54s/it, loss=0.744, pair=0.004, adv=4.199, sprd=0.026
Ep 038/60 [S2→S3:ramp]:  99%|▉| 331/333 [07:34<00:03,  1.54s/it, loss=0.740, pair=0.006, adv=3.945, sprd=0.025
Ep 038/60 [S2→S3:ramp]: 100%|▉| 332/333 [07:34<00:01,  1.51s/it, loss=0.740, pair=0.006, adv=3.945, sprd=0.025
Ep 038/60 [S2→S3:ramp]: 100%|▉| 332/333 [07:35<00:01,  1.51s/it, loss=0.729, pair=0.007, adv=3.918, sprd=0.021
Ep 038/60 [S2→S3:ramp]: 100%|█| 333/333 [07:35<00:00,  1.55s/it, loss=0.729, pair=0.007, adv=3.918, sprd=0.021
                                                                                                              
Epoch 038/60 [S2→S3:ramp]  loss=0.7351  mat=0.3304  sens=1.0143  pair=0.0044  adv=4.1149(rand=3.37)  deg=0.0044  orth=0.0012  spread=0.0232  q_mean=51.1  q_std=16.3  α=0.28 β=0.32 γ=0.56 λ_grl=0.600  lr=3.55e-05  456s

Ep 039/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 039/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.738, pair=0.004, adv=4.503, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<10:50,  1.96s/it, loss=0.738, pair=0.004, adv=4.503, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   0%|  | 1/333 [00:03<10:50,  1.96s/it, loss=0.758, pair=0.000, adv=4.091, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   1%|  | 2/333 [00:03<09:01,  1.64s/it, loss=0.758, pair=0.000, adv=4.091, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   1%|  | 2/333 [00:05<09:01,  1.64s/it, loss=0.720, pair=0.000, adv=4.178, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   1%|  | 3/333 [00:05<09:00,  1.64s/it, loss=0.720, pair=0.000, adv=4.178, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   1%|  | 3/333 [00:06<09:00,  1.64s/it, loss=0.723, pair=0.000, adv=3.928, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   1%|  | 4/333 [00:06<08:19,  1.52s/it, loss=0.723, pair=0.000, adv=3.928, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   1%|  | 4/333 [00:07<08:19,  1.52s/it, loss=0.796, pair=0.000, adv=3.824, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   2%|  | 5/333 [00:07<08:23,  1.54s/it, loss=0.796, pair=0.000, adv=3.824, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   2%|  | 5/333 [00:09<08:23,  1.54s/it, loss=0.735, pair=0.000, adv=3.973, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   2%|  | 6/333 [00:09<08:09,  1.50s/it, loss=0.735, pair=0.000, adv=3.973, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:   2%|  | 6/333 [00:11<08:09,  1.50s/it, loss=0.773, pair=0.006, adv=4.547, sprd=0.032]
Ep 039/60 [S2→S3:ramp]:   2%|  | 7/333 [00:11<08:28,  1.56s/it, loss=0.773, pair=0.006, adv=4.547, sprd=0.032]
Ep 039/60 [S2→S3:ramp]:   2%|  | 7/333 [00:12<08:28,  1.56s/it, loss=0.758, pair=0.003, adv=3.613, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:   2%|  | 8/333 [00:12<08:09,  1.50s/it, loss=0.758, pair=0.003, adv=3.613, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:   2%|  | 8/333 [00:13<08:09,  1.50s/it, loss=0.746, pair=0.000, adv=4.408, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   3%|  | 9/333 [00:13<08:16,  1.53s/it, loss=0.746, pair=0.000, adv=4.408, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:   3%|  | 9/333 [00:15<08:16,  1.53s/it, loss=0.752, pair=0.000, adv=4.487, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   3%| | 10/333 [00:15<07:57,  1.48s/it, loss=0.752, pair=0.000, adv=4.487, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   3%| | 10/333 [00:17<07:57,  1.48s/it, loss=0.727, pair=0.003, adv=3.855, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   3%| | 11/333 [00:17<08:17,  1.55s/it, loss=0.727, pair=0.003, adv=3.855, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   3%| | 11/333 [00:18<08:17,  1.55s/it, loss=0.746, pair=0.003, adv=4.451, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   4%| | 12/333 [00:18<08:01,  1.50s/it, loss=0.746, pair=0.003, adv=4.451, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:   4%| | 12/333 [00:20<08:01,  1.50s/it, loss=0.754, pair=0.007, adv=4.206, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   4%| | 13/333 [00:20<08:20,  1.56s/it, loss=0.754, pair=0.007, adv=4.206, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   4%| | 13/333 [00:21<08:20,  1.56s/it, loss=0.739, pair=0.005, adv=4.298, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   4%| | 14/333 [00:21<08:00,  1.51s/it, loss=0.739, pair=0.005, adv=4.298, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   4%| | 14/333 [00:23<08:00,  1.51s/it, loss=0.776, pair=0.007, adv=4.334, sprd=0.032]
Ep 039/60 [S2→S3:ramp]:   5%| | 15/333 [00:23<08:25,  1.59s/it, loss=0.776, pair=0.007, adv=4.334, sprd=0.032]
Ep 039/60 [S2→S3:ramp]:   5%| | 15/333 [00:24<08:25,  1.59s/it, loss=0.715, pair=0.002, adv=3.902, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:   5%| | 16/333 [00:24<07:56,  1.50s/it, loss=0.715, pair=0.002, adv=3.902, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:   5%| | 16/333 [00:26<07:56,  1.50s/it, loss=0.808, pair=0.000, adv=3.777, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   5%| | 17/333 [00:26<08:15,  1.57s/it, loss=0.808, pair=0.000, adv=3.777, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   5%| | 17/333 [00:27<08:15,  1.57s/it, loss=0.751, pair=0.004, adv=4.064, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   5%| | 18/333 [00:27<07:59,  1.52s/it, loss=0.751, pair=0.004, adv=4.064, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   5%| | 18/333 [00:29<07:59,  1.52s/it, loss=0.736, pair=0.001, adv=4.090, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   6%| | 19/333 [00:29<08:10,  1.56s/it, loss=0.736, pair=0.001, adv=4.090, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   6%| | 19/333 [00:30<08:10,  1.56s/it, loss=0.762, pair=0.000, adv=4.051, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:   6%| | 20/333 [00:30<07:57,  1.52s/it, loss=0.762, pair=0.000, adv=4.051, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:   6%| | 20/333 [00:32<07:57,  1.52s/it, loss=0.736, pair=0.002, adv=3.964, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   6%| | 21/333 [00:32<08:00,  1.54s/it, loss=0.736, pair=0.002, adv=3.964, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:   6%| | 21/333 [00:33<08:00,  1.54s/it, loss=0.733, pair=0.000, adv=4.025, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   7%| | 22/333 [00:33<07:30,  1.45s/it, loss=0.733, pair=0.000, adv=4.025, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   7%| | 22/333 [00:35<07:30,  1.45s/it, loss=0.745, pair=0.005, adv=4.631, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   7%| | 23/333 [00:35<07:48,  1.51s/it, loss=0.745, pair=0.005, adv=4.631, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:   7%| | 23/333 [00:36<07:48,  1.51s/it, loss=0.735, pair=0.003, adv=4.271, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   7%| | 24/333 [00:36<07:32,  1.46s/it, loss=0.735, pair=0.003, adv=4.271, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:   7%| | 24/333 [00:38<07:32,  1.46s/it, loss=0.717, pair=0.004, adv=3.693, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   8%| | 25/333 [00:38<07:41,  1.50s/it, loss=0.717, pair=0.004, adv=3.693, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:   8%| | 25/333 [00:39<07:41,  1.50s/it, loss=0.753, pair=0.005, adv=4.145, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:   8%| | 26/333 [00:39<07:32,  1.47s/it, loss=0.753, pair=0.005, adv=4.145, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:   8%| | 26/333 [00:41<07:32,  1.47s/it, loss=0.768, pair=0.003, adv=4.057, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:   8%| | 27/333 [00:41<07:52,  1.54s/it, loss=0.768, pair=0.003, adv=4.057, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:   8%| | 27/333 [00:42<07:52,  1.54s/it, loss=0.757, pair=0.009, adv=4.022, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   8%| | 28/333 [00:42<07:42,  1.52s/it, loss=0.757, pair=0.009, adv=4.022, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   8%| | 28/333 [00:44<07:42,  1.52s/it, loss=0.723, pair=0.003, adv=3.620, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   9%| | 29/333 [00:44<07:52,  1.55s/it, loss=0.723, pair=0.003, adv=3.620, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:   9%| | 29/333 [00:45<07:52,  1.55s/it, loss=0.733, pair=0.000, adv=3.864, sprd=0.016]
Ep 039/60 [S2→S3:ramp]:   9%| | 30/333 [00:45<07:25,  1.47s/it, loss=0.733, pair=0.000, adv=3.864, sprd=0.016]
Ep 039/60 [S2→S3:ramp]:   9%| | 30/333 [00:47<07:25,  1.47s/it, loss=0.761, pair=0.008, adv=3.846, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   9%| | 31/333 [00:47<07:50,  1.56s/it, loss=0.761, pair=0.008, adv=3.846, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:   9%| | 31/333 [00:48<07:50,  1.56s/it, loss=0.773, pair=0.005, adv=4.202, sprd=0.032]
Ep 039/60 [S2→S3:ramp]:  10%| | 32/333 [00:48<07:38,  1.52s/it, loss=0.773, pair=0.005, adv=4.202, sprd=0.032]
Ep 039/60 [S2→S3:ramp]:  10%| | 32/333 [00:50<07:38,  1.52s/it, loss=0.723, pair=0.004, adv=3.646, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  10%| | 33/333 [00:50<07:49,  1.57s/it, loss=0.723, pair=0.004, adv=3.646, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  10%| | 33/333 [00:51<07:49,  1.57s/it, loss=0.743, pair=0.004, adv=4.479, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  10%| | 34/333 [00:51<07:30,  1.51s/it, loss=0.743, pair=0.004, adv=4.479, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  10%| | 34/333 [00:53<07:30,  1.51s/it, loss=0.728, pair=0.005, adv=4.158, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  11%| | 35/333 [00:53<07:19,  1.47s/it, loss=0.728, pair=0.005, adv=4.158, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  11%| | 35/333 [00:54<07:19,  1.47s/it, loss=0.743, pair=0.006, adv=4.066, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  11%| | 36/333 [00:54<07:14,  1.46s/it, loss=0.743, pair=0.006, adv=4.066, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  11%| | 36/333 [00:56<07:14,  1.46s/it, loss=0.711, pair=0.001, adv=3.699, sprd=0.017]
Ep 039/60 [S2→S3:ramp]:  11%| | 37/333 [00:56<07:23,  1.50s/it, loss=0.711, pair=0.001, adv=3.699, sprd=0.017]
Ep 039/60 [S2→S3:ramp]:  11%| | 37/333 [00:57<07:23,  1.50s/it, loss=0.754, pair=0.011, adv=4.050, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  11%| | 38/333 [00:57<07:13,  1.47s/it, loss=0.754, pair=0.011, adv=4.050, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  11%| | 38/333 [00:59<07:13,  1.47s/it, loss=0.743, pair=0.007, adv=4.043, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  12%| | 39/333 [00:59<07:32,  1.54s/it, loss=0.743, pair=0.007, adv=4.043, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  12%| | 39/333 [01:00<07:32,  1.54s/it, loss=0.755, pair=0.005, adv=4.062, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  12%| | 40/333 [01:00<07:19,  1.50s/it, loss=0.755, pair=0.005, adv=4.062, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  12%| | 40/333 [01:02<07:19,  1.50s/it, loss=0.739, pair=0.004, adv=4.056, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  12%| | 41/333 [01:02<07:31,  1.54s/it, loss=0.739, pair=0.004, adv=4.056, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  12%| | 41/333 [01:03<07:31,  1.54s/it, loss=0.721, pair=0.001, adv=3.641, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 42/333 [01:03<07:09,  1.48s/it, loss=0.721, pair=0.001, adv=3.641, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 42/333 [01:05<07:09,  1.48s/it, loss=0.738, pair=0.003, adv=3.623, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 43/333 [01:05<07:16,  1.51s/it, loss=0.738, pair=0.003, adv=3.623, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 43/333 [01:06<07:16,  1.51s/it, loss=0.786, pair=0.001, adv=3.861, sprd=0.035]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 44/333 [01:06<07:11,  1.49s/it, loss=0.786, pair=0.001, adv=3.861, sprd=0.035]
Ep 039/60 [S2→S3:ramp]:  13%|▏| 44/333 [01:08<07:11,  1.49s/it, loss=0.743, pair=0.001, adv=4.347, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 45/333 [01:08<07:22,  1.54s/it, loss=0.743, pair=0.001, adv=4.347, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 45/333 [01:09<07:22,  1.54s/it, loss=0.718, pair=0.002, adv=4.206, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 46/333 [01:09<07:01,  1.47s/it, loss=0.718, pair=0.002, adv=4.206, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 46/333 [01:11<07:01,  1.47s/it, loss=0.737, pair=0.001, adv=3.702, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 47/333 [01:11<07:14,  1.52s/it, loss=0.737, pair=0.001, adv=3.702, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 47/333 [01:12<07:14,  1.52s/it, loss=0.769, pair=0.000, adv=4.087, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 48/333 [01:12<06:52,  1.45s/it, loss=0.769, pair=0.000, adv=4.087, sprd=0.031]
Ep 039/60 [S2→S3:ramp]:  14%|▏| 48/333 [01:14<06:52,  1.45s/it, loss=0.725, pair=0.000, adv=3.593, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:14<07:16,  1.54s/it, loss=0.725, pair=0.000, adv=3.593, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:15<07:16,  1.54s/it, loss=0.731, pair=0.001, adv=3.817, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:15<07:01,  1.49s/it, loss=0.731, pair=0.001, adv=3.817, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:17<07:01,  1.49s/it, loss=0.733, pair=0.002, adv=3.988, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:17<07:09,  1.52s/it, loss=0.733, pair=0.002, adv=3.988, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:18<07:09,  1.52s/it, loss=0.735, pair=0.003, adv=3.766, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:18<06:55,  1.48s/it, loss=0.735, pair=0.003, adv=3.766, sprd=0.023]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:20<06:55,  1.48s/it, loss=0.710, pair=0.002, adv=3.446, sprd=0.014]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:20<07:05,  1.52s/it, loss=0.710, pair=0.002, adv=3.446, sprd=0.014]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:21<07:05,  1.52s/it, loss=0.754, pair=0.018, adv=3.896, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:21<06:53,  1.48s/it, loss=0.754, pair=0.018, adv=3.896, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:23<06:53,  1.48s/it, loss=0.746, pair=0.018, adv=3.940, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:23<07:14,  1.56s/it, loss=0.746, pair=0.018, adv=3.940, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:25<07:14,  1.56s/it, loss=0.758, pair=0.008, adv=3.944, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:25<07:01,  1.52s/it, loss=0.758, pair=0.008, adv=3.944, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:26<07:01,  1.52s/it, loss=0.744, pair=0.006, adv=4.058, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:26<07:13,  1.57s/it, loss=0.744, pair=0.006, adv=4.058, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:28<07:13,  1.57s/it, loss=0.749, pair=0.002, adv=3.898, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:28<06:56,  1.52s/it, loss=0.749, pair=0.002, adv=3.898, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:29<06:56,  1.52s/it, loss=0.723, pair=0.000, adv=3.800, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:29<07:04,  1.55s/it, loss=0.723, pair=0.000, adv=3.800, sprd=0.018]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:31<07:04,  1.55s/it, loss=0.753, pair=0.000, adv=3.957, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:31<06:50,  1.50s/it, loss=0.753, pair=0.000, adv=3.957, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:32<06:50,  1.50s/it, loss=0.739, pair=0.002, adv=3.905, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:32<06:53,  1.52s/it, loss=0.739, pair=0.002, adv=3.905, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:34<06:53,  1.52s/it, loss=0.742, pair=0.001, adv=3.953, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:34<06:32,  1.45s/it, loss=0.742, pair=0.001, adv=3.953, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:35<06:32,  1.45s/it, loss=0.830, pair=0.001, adv=4.086, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:35<06:46,  1.51s/it, loss=0.830, pair=0.001, adv=4.086, sprd=0.027]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:37<06:46,  1.51s/it, loss=0.753, pair=0.001, adv=3.944, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:37<06:40,  1.49s/it, loss=0.753, pair=0.001, adv=3.944, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:38<06:40,  1.49s/it, loss=0.737, pair=0.002, adv=3.796, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:38<06:57,  1.56s/it, loss=0.737, pair=0.002, adv=3.796, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:40<06:57,  1.56s/it, loss=0.771, pair=0.001, adv=4.032, sprd=0.030]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:40<06:50,  1.54s/it, loss=0.771, pair=0.001, adv=4.032, sprd=0.030]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:41<06:50,  1.54s/it, loss=0.744, pair=0.004, adv=4.051, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:41<06:57,  1.57s/it, loss=0.744, pair=0.004, adv=4.051, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:43<06:57,  1.57s/it, loss=0.726, pair=0.000, adv=3.593, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:43<06:40,  1.51s/it, loss=0.726, pair=0.000, adv=3.593, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:44<06:40,  1.51s/it, loss=0.791, pair=0.003, adv=3.541, sprd=0.016]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:44<06:49,  1.55s/it, loss=0.791, pair=0.003, adv=3.541, sprd=0.016]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:46<06:49,  1.55s/it, loss=0.741, pair=0.003, adv=3.860, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:46<06:33,  1.50s/it, loss=0.741, pair=0.003, adv=3.860, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:48<06:33,  1.50s/it, loss=0.728, pair=0.002, adv=3.782, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:48<06:46,  1.55s/it, loss=0.728, pair=0.002, adv=3.782, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:49<06:46,  1.55s/it, loss=0.759, pair=0.002, adv=4.133, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:49<06:36,  1.52s/it, loss=0.759, pair=0.002, adv=4.133, sprd=0.029]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:51<06:36,  1.52s/it, loss=0.734, pair=0.003, adv=3.633, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:51<06:47,  1.57s/it, loss=0.734, pair=0.003, adv=3.633, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 73/333 [01:52<06:47,  1.57s/it, loss=0.727, pair=0.003, adv=3.737, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:52<06:27,  1.50s/it, loss=0.727, pair=0.003, adv=3.737, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  22%|▏| 74/333 [01:53<06:27,  1.50s/it, loss=0.758, pair=0.009, adv=3.860, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:53<06:23,  1.49s/it, loss=0.758, pair=0.009, adv=3.860, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 75/333 [01:55<06:23,  1.49s/it, loss=0.734, pair=0.003, adv=3.821, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:55<06:16,  1.46s/it, loss=0.734, pair=0.003, adv=3.821, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 76/333 [01:57<06:16,  1.46s/it, loss=0.734, pair=0.001, adv=3.886, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:57<06:33,  1.54s/it, loss=0.734, pair=0.001, adv=3.886, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 77/333 [01:58<06:33,  1.54s/it, loss=0.728, pair=0.007, adv=3.706, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 78/333 [01:58<06:17,  1.48s/it, loss=0.728, pair=0.007, adv=3.706, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  23%|▏| 78/333 [02:00<06:17,  1.48s/it, loss=0.721, pair=0.001, adv=3.824, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 79/333 [02:00<06:28,  1.53s/it, loss=0.721, pair=0.001, adv=3.824, sprd=0.019]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 79/333 [02:01<06:28,  1.53s/it, loss=0.742, pair=0.001, adv=3.772, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 80/333 [02:01<06:15,  1.49s/it, loss=0.742, pair=0.001, adv=3.772, sprd=0.024]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 80/333 [02:03<06:15,  1.49s/it, loss=0.736, pair=0.002, adv=3.680, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 81/333 [02:03<06:31,  1.56s/it, loss=0.736, pair=0.002, adv=3.680, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  24%|▏| 81/333 [02:04<06:31,  1.56s/it, loss=0.703, pair=0.001, adv=3.505, sprd=0.014]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 82/333 [02:04<06:11,  1.48s/it, loss=0.703, pair=0.001, adv=3.505, sprd=0.014]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 82/333 [02:06<06:11,  1.48s/it, loss=0.749, pair=0.004, adv=3.617, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 83/333 [02:06<06:25,  1.54s/it, loss=0.749, pair=0.004, adv=3.617, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  25%|▏| 83/333 [02:07<06:25,  1.54s/it, loss=0.750, pair=0.003, adv=3.852, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  25%|▎| 84/333 [02:07<06:13,  1.50s/it, loss=0.750, pair=0.003, adv=3.852, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  25%|▎| 84/333 [02:09<06:13,  1.50s/it, loss=0.747, pair=0.003, adv=3.856, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 85/333 [02:09<06:34,  1.59s/it, loss=0.747, pair=0.003, adv=3.856, sprd=0.026]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 85/333 [02:10<06:34,  1.59s/it, loss=0.732, pair=0.001, adv=3.905, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 86/333 [02:10<06:17,  1.53s/it, loss=0.732, pair=0.001, adv=3.905, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 86/333 [02:12<06:17,  1.53s/it, loss=0.724, pair=0.000, adv=4.027, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 87/333 [02:12<06:25,  1.57s/it, loss=0.724, pair=0.000, adv=4.027, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 87/333 [02:13<06:25,  1.57s/it, loss=0.721, pair=0.000, adv=3.847, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 88/333 [02:13<06:09,  1.51s/it, loss=0.721, pair=0.000, adv=3.847, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  26%|▎| 88/333 [02:15<06:09,  1.51s/it, loss=0.731, pair=0.001, adv=3.958, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 89/333 [02:15<06:18,  1.55s/it, loss=0.731, pair=0.001, adv=3.958, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 89/333 [02:16<06:18,  1.55s/it, loss=0.759, pair=0.000, adv=3.944, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 90/333 [02:16<06:09,  1.52s/it, loss=0.759, pair=0.000, adv=3.944, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 90/333 [02:18<06:09,  1.52s/it, loss=0.734, pair=0.006, adv=3.581, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 91/333 [02:18<06:15,  1.55s/it, loss=0.734, pair=0.006, adv=3.581, sprd=0.021]
Ep 039/60 [S2→S3:ramp]:  27%|▎| 91/333 [02:19<06:15,  1.55s/it, loss=0.737, pair=0.007, adv=3.849, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 92/333 [02:19<06:01,  1.50s/it, loss=0.737, pair=0.007, adv=3.849, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 92/333 [02:21<06:01,  1.50s/it, loss=0.758, pair=0.007, adv=3.933, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 93/333 [02:21<06:20,  1.59s/it, loss=0.758, pair=0.007, adv=3.933, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 93/333 [02:22<06:20,  1.59s/it, loss=0.725, pair=0.000, adv=3.956, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 94/333 [02:22<06:02,  1.52s/it, loss=0.725, pair=0.000, adv=3.956, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  28%|▎| 94/333 [02:24<06:02,  1.52s/it, loss=0.823, pair=0.001, adv=3.833, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 95/333 [02:24<06:10,  1.56s/it, loss=0.823, pair=0.001, adv=3.833, sprd=0.020]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 95/333 [02:26<06:10,  1.56s/it, loss=0.775, pair=0.007, adv=3.761, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 96/333 [02:26<06:02,  1.53s/it, loss=0.775, pair=0.007, adv=3.761, sprd=0.028]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 96/333 [02:27<06:02,  1.53s/it, loss=0.747, pair=0.000, adv=4.099, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:27<06:12,  1.58s/it, loss=0.747, pair=0.000, adv=4.099, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:29<06:12,  1.58s/it, loss=0.741, pair=0.000, adv=4.001, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:29<05:57,  1.52s/it, loss=0.741, pair=0.000, adv=4.001, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:30<05:57,  1.52s/it, loss=0.745, pair=0.005, adv=4.113, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:30<06:08,  1.58s/it, loss=0.745, pair=0.005, adv=4.113, sprd=0.025]
Ep 039/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:32<06:08,  1.58s/it, loss=0.743, pair=0.000, adv=3.924, sprd=0.022]
Ep 039/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:32<05:54,  1.52s/it, loss=0.743, pair=0.000, adv=3.924, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:33<05:54,  1.52s/it, loss=0.724, pair=0.000, adv=3.862, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:33<06:03,  1.57s/it, loss=0.724, pair=0.000, adv=3.862, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:35<06:03,  1.57s/it, loss=0.740, pair=0.006, adv=4.059, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:35<05:38,  1.47s/it, loss=0.740, pair=0.006, adv=4.059, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:36<05:38,  1.47s/it, loss=0.726, pair=0.000, adv=3.844, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:36<05:53,  1.54s/it, loss=0.726, pair=0.000, adv=3.844, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:38<05:53,  1.54s/it, loss=0.732, pair=0.000, adv=3.575, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:38<05:39,  1.48s/it, loss=0.732, pair=0.000, adv=3.575, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:39<05:39,  1.48s/it, loss=0.714, pair=0.000, adv=3.513, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:39<05:49,  1.53s/it, loss=0.714, pair=0.000, adv=3.513, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:41<05:49,  1.53s/it, loss=0.769, pair=0.002, adv=4.004, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:41<05:40,  1.50s/it, loss=0.769, pair=0.002, adv=4.004, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:43<05:40,  1.50s/it, loss=0.737, pair=0.000, adv=3.450, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:43<05:54,  1.57s/it, loss=0.737, pair=0.000, adv=3.450, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:44<05:54,  1.57s/it, loss=0.727, pair=0.003, adv=3.587, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:44<05:38,  1.50s/it, loss=0.727, pair=0.003, adv=3.587, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:46<05:38,  1.50s/it, loss=0.754, pair=0.003, adv=4.047, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:46<05:49,  1.56s/it, loss=0.754, pair=0.003, adv=4.047, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:47<05:49,  1.56s/it, loss=0.722, pair=0.007, adv=3.522, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:47<05:38,  1.52s/it, loss=0.722, pair=0.007, adv=3.522, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  33%|▎| 110/333 [02:49<05:38,  1.52s/it, loss=0.762, pair=0.002, adv=3.950, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:49<05:56,  1.61s/it, loss=0.762, pair=0.002, adv=3.950, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  33%|▎| 111/333 [02:50<05:56,  1.61s/it, loss=0.735, pair=0.001, adv=3.893, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:50<05:41,  1.54s/it, loss=0.735, pair=0.001, adv=3.893, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  34%|▎| 112/333 [02:52<05:41,  1.54s/it, loss=0.746, pair=0.000, adv=3.956, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:52<05:46,  1.57s/it, loss=0.746, pair=0.000, adv=3.956, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  34%|▎| 113/333 [02:53<05:46,  1.57s/it, loss=0.743, pair=0.000, adv=4.021, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:53<05:35,  1.53s/it, loss=0.743, pair=0.000, adv=4.021, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  34%|▎| 114/333 [02:55<05:35,  1.53s/it, loss=0.728, pair=0.002, adv=4.026, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:55<05:38,  1.55s/it, loss=0.728, pair=0.002, adv=4.026, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  35%|▎| 115/333 [02:56<05:38,  1.55s/it, loss=0.743, pair=0.000, adv=3.863, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:56<05:29,  1.52s/it, loss=0.743, pair=0.000, adv=3.863, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  35%|▎| 116/333 [02:58<05:29,  1.52s/it, loss=0.727, pair=0.001, adv=3.656, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:58<05:36,  1.56s/it, loss=0.727, pair=0.001, adv=3.656, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  35%|▎| 117/333 [02:59<05:36,  1.56s/it, loss=0.701, pair=0.000, adv=3.277, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  35%|▎| 118/333 [02:59<05:18,  1.48s/it, loss=0.701, pair=0.000, adv=3.277, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  35%|▎| 118/333 [03:01<05:18,  1.48s/it, loss=0.720, pair=0.002, adv=3.647, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  36%|▎| 119/333 [03:01<05:27,  1.53s/it, loss=0.720, pair=0.002, adv=3.647, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  36%|▎| 119/333 [03:02<05:27,  1.53s/it, loss=0.713, pair=0.001, adv=3.833, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  36%|▎| 120/333 [03:02<05:16,  1.48s/it, loss=0.713, pair=0.001, adv=3.833, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  36%|▎| 120/333 [03:04<05:16,  1.48s/it, loss=0.730, pair=0.003, adv=3.640, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  36%|▎| 121/333 [03:04<05:24,  1.53s/it, loss=0.730, pair=0.003, adv=3.640, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  36%|▎| 121/333 [03:05<05:24,  1.53s/it, loss=0.755, pair=0.001, adv=4.244, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  37%|▎| 122/333 [03:05<05:15,  1.49s/it, loss=0.755, pair=0.001, adv=4.244, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  37%|▎| 122/333 [03:07<05:15,  1.49s/it, loss=0.747, pair=0.006, adv=3.980, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  37%|▎| 123/333 [03:07<05:29,  1.57s/it, loss=0.747, pair=0.006, adv=3.980, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  37%|▎| 123/333 [03:08<05:29,  1.57s/it, loss=0.720, pair=0.002, adv=4.017, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  37%|▎| 124/333 [03:08<05:12,  1.49s/it, loss=0.720, pair=0.002, adv=4.017, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  37%|▎| 124/333 [03:10<05:12,  1.49s/it, loss=0.768, pair=0.001, adv=4.300, sprd=0.031
Ep 039/60 [S2→S3:ramp]:  38%|▍| 125/333 [03:10<05:22,  1.55s/it, loss=0.768, pair=0.001, adv=4.300, sprd=0.031
Ep 039/60 [S2→S3:ramp]:  38%|▍| 125/333 [03:12<05:22,  1.55s/it, loss=0.741, pair=0.000, adv=4.211, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  38%|▍| 126/333 [03:12<05:12,  1.51s/it, loss=0.741, pair=0.000, adv=4.211, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  38%|▍| 126/333 [03:13<05:12,  1.51s/it, loss=0.741, pair=0.000, adv=4.235, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  38%|▍| 127/333 [03:13<05:25,  1.58s/it, loss=0.741, pair=0.000, adv=4.235, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  38%|▍| 127/333 [03:15<05:25,  1.58s/it, loss=0.752, pair=0.009, adv=4.220, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  38%|▍| 128/333 [03:15<05:14,  1.53s/it, loss=0.752, pair=0.009, adv=4.220, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  38%|▍| 128/333 [03:16<05:14,  1.53s/it, loss=0.740, pair=0.000, adv=4.382, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  39%|▍| 129/333 [03:16<05:04,  1.49s/it, loss=0.740, pair=0.000, adv=4.382, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  39%|▍| 129/333 [03:17<05:04,  1.49s/it, loss=0.727, pair=0.003, adv=4.055, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  39%|▍| 130/333 [03:17<04:57,  1.46s/it, loss=0.727, pair=0.003, adv=4.055, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  39%|▍| 130/333 [03:19<04:57,  1.46s/it, loss=0.740, pair=0.006, adv=4.159, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  39%|▍| 131/333 [03:19<05:11,  1.54s/it, loss=0.740, pair=0.006, adv=4.159, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  39%|▍| 131/333 [03:21<05:11,  1.54s/it, loss=0.741, pair=0.000, adv=4.068, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 132/333 [03:21<05:01,  1.50s/it, loss=0.741, pair=0.000, adv=4.068, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 132/333 [03:22<05:01,  1.50s/it, loss=0.742, pair=0.000, adv=3.878, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 133/333 [03:22<05:14,  1.57s/it, loss=0.742, pair=0.000, adv=3.878, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  40%|▍| 133/333 [03:24<05:14,  1.57s/it, loss=0.716, pair=0.001, adv=4.310, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  40%|▍| 134/333 [03:24<05:00,  1.51s/it, loss=0.716, pair=0.001, adv=4.310, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  40%|▍| 134/333 [03:26<05:00,  1.51s/it, loss=0.746, pair=0.000, adv=4.574, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  41%|▍| 135/333 [03:26<05:15,  1.59s/it, loss=0.746, pair=0.000, adv=4.574, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  41%|▍| 135/333 [03:27<05:15,  1.59s/it, loss=0.721, pair=0.005, adv=4.311, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  41%|▍| 136/333 [03:27<04:59,  1.52s/it, loss=0.721, pair=0.005, adv=4.311, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  41%|▍| 136/333 [03:29<04:59,  1.52s/it, loss=0.730, pair=0.003, adv=4.339, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  41%|▍| 137/333 [03:29<05:08,  1.57s/it, loss=0.730, pair=0.003, adv=4.339, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  41%|▍| 137/333 [03:30<05:08,  1.57s/it, loss=0.768, pair=0.000, adv=4.144, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  41%|▍| 138/333 [03:30<04:59,  1.54s/it, loss=0.768, pair=0.000, adv=4.144, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  41%|▍| 138/333 [03:32<04:59,  1.54s/it, loss=0.743, pair=0.000, adv=4.554, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  42%|▍| 139/333 [03:32<05:06,  1.58s/it, loss=0.743, pair=0.000, adv=4.554, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  42%|▍| 139/333 [03:33<05:06,  1.58s/it, loss=0.724, pair=0.000, adv=4.241, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  42%|▍| 140/333 [03:33<04:50,  1.51s/it, loss=0.724, pair=0.000, adv=4.241, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  42%|▍| 140/333 [03:35<04:50,  1.51s/it, loss=0.736, pair=0.005, adv=4.328, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  42%|▍| 141/333 [03:35<05:01,  1.57s/it, loss=0.736, pair=0.005, adv=4.328, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  42%|▍| 141/333 [03:36<05:01,  1.57s/it, loss=0.734, pair=0.001, adv=4.405, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  43%|▍| 142/333 [03:36<04:49,  1.52s/it, loss=0.734, pair=0.001, adv=4.405, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  43%|▍| 142/333 [03:38<04:49,  1.52s/it, loss=0.742, pair=0.005, adv=4.523, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  43%|▍| 143/333 [03:38<05:00,  1.58s/it, loss=0.742, pair=0.005, adv=4.523, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  43%|▍| 143/333 [03:39<05:00,  1.58s/it, loss=0.748, pair=0.000, adv=4.557, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  43%|▍| 144/333 [03:39<04:52,  1.55s/it, loss=0.748, pair=0.000, adv=4.557, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  43%|▍| 144/333 [03:41<04:52,  1.55s/it, loss=0.776, pair=0.001, adv=4.264, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  44%|▍| 145/333 [03:41<05:03,  1.62s/it, loss=0.776, pair=0.001, adv=4.264, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  44%|▍| 145/333 [03:43<05:03,  1.62s/it, loss=0.742, pair=0.003, adv=4.487, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  44%|▍| 146/333 [03:43<04:50,  1.55s/it, loss=0.742, pair=0.003, adv=4.487, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  44%|▍| 146/333 [03:44<04:50,  1.55s/it, loss=0.727, pair=0.007, adv=4.345, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  44%|▍| 147/333 [03:44<04:56,  1.60s/it, loss=0.727, pair=0.007, adv=4.345, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  44%|▍| 147/333 [03:46<04:56,  1.60s/it, loss=0.748, pair=0.000, adv=4.489, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  44%|▍| 148/333 [03:46<04:45,  1.54s/it, loss=0.748, pair=0.000, adv=4.489, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  44%|▍| 148/333 [03:47<04:45,  1.54s/it, loss=0.732, pair=0.001, adv=4.598, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  45%|▍| 149/333 [03:47<04:50,  1.58s/it, loss=0.732, pair=0.001, adv=4.598, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  45%|▍| 149/333 [03:49<04:50,  1.58s/it, loss=0.760, pair=0.000, adv=4.073, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  45%|▍| 150/333 [03:49<04:42,  1.54s/it, loss=0.760, pair=0.000, adv=4.073, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  45%|▍| 150/333 [03:50<04:42,  1.54s/it, loss=0.831, pair=0.000, adv=4.647, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  45%|▍| 151/333 [03:50<04:49,  1.59s/it, loss=0.831, pair=0.000, adv=4.647, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  45%|▍| 151/333 [03:52<04:49,  1.59s/it, loss=0.739, pair=0.000, adv=4.361, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:52<04:38,  1.54s/it, loss=0.739, pair=0.000, adv=4.361, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  46%|▍| 152/333 [03:54<04:38,  1.54s/it, loss=0.718, pair=0.003, adv=4.128, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:54<04:54,  1.64s/it, loss=0.718, pair=0.003, adv=4.128, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  46%|▍| 153/333 [03:55<04:54,  1.64s/it, loss=0.736, pair=0.001, adv=4.014, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:55<04:41,  1.57s/it, loss=0.736, pair=0.001, adv=4.014, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  46%|▍| 154/333 [03:57<04:41,  1.57s/it, loss=0.711, pair=0.001, adv=3.929, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:57<04:46,  1.61s/it, loss=0.711, pair=0.001, adv=3.929, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  47%|▍| 155/333 [03:58<04:46,  1.61s/it, loss=0.724, pair=0.000, adv=4.261, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  47%|▍| 156/333 [03:58<04:26,  1.50s/it, loss=0.724, pair=0.000, adv=4.261, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  47%|▍| 156/333 [04:00<04:26,  1.50s/it, loss=0.751, pair=0.001, adv=4.442, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  47%|▍| 157/333 [04:00<04:37,  1.57s/it, loss=0.751, pair=0.001, adv=4.442, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  47%|▍| 157/333 [04:01<04:37,  1.57s/it, loss=0.736, pair=0.000, adv=4.497, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  47%|▍| 158/333 [04:01<04:25,  1.52s/it, loss=0.736, pair=0.000, adv=4.497, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  47%|▍| 158/333 [04:03<04:25,  1.52s/it, loss=0.736, pair=0.000, adv=4.176, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  48%|▍| 159/333 [04:03<04:35,  1.58s/it, loss=0.736, pair=0.000, adv=4.176, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  48%|▍| 159/333 [04:04<04:35,  1.58s/it, loss=0.715, pair=0.000, adv=4.077, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  48%|▍| 160/333 [04:04<04:18,  1.49s/it, loss=0.715, pair=0.000, adv=4.077, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  48%|▍| 160/333 [04:06<04:18,  1.49s/it, loss=0.711, pair=0.004, adv=3.919, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  48%|▍| 161/333 [04:06<04:24,  1.54s/it, loss=0.711, pair=0.004, adv=3.919, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  48%|▍| 161/333 [04:07<04:24,  1.54s/it, loss=0.744, pair=0.000, adv=4.389, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  49%|▍| 162/333 [04:07<04:17,  1.51s/it, loss=0.744, pair=0.000, adv=4.389, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  49%|▍| 162/333 [04:09<04:17,  1.51s/it, loss=0.722, pair=0.001, adv=4.231, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  49%|▍| 163/333 [04:09<04:30,  1.59s/it, loss=0.722, pair=0.001, adv=4.231, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  49%|▍| 163/333 [04:11<04:30,  1.59s/it, loss=0.738, pair=0.000, adv=4.208, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  49%|▍| 164/333 [04:11<04:20,  1.54s/it, loss=0.738, pair=0.000, adv=4.208, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  49%|▍| 164/333 [04:12<04:20,  1.54s/it, loss=0.738, pair=0.000, adv=4.315, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  50%|▍| 165/333 [04:12<04:24,  1.57s/it, loss=0.738, pair=0.000, adv=4.315, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  50%|▍| 165/333 [04:14<04:24,  1.57s/it, loss=0.724, pair=0.000, adv=4.277, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  50%|▍| 166/333 [04:14<04:13,  1.52s/it, loss=0.724, pair=0.000, adv=4.277, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  50%|▍| 166/333 [04:15<04:13,  1.52s/it, loss=0.764, pair=0.000, adv=4.257, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  50%|▌| 167/333 [04:15<04:24,  1.59s/it, loss=0.764, pair=0.000, adv=4.257, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  50%|▌| 167/333 [04:17<04:24,  1.59s/it, loss=0.741, pair=0.004, adv=4.105, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  50%|▌| 168/333 [04:17<04:15,  1.55s/it, loss=0.741, pair=0.004, adv=4.105, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  50%|▌| 168/333 [04:19<04:15,  1.55s/it, loss=0.748, pair=0.001, adv=4.438, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  51%|▌| 169/333 [04:19<04:21,  1.60s/it, loss=0.748, pair=0.001, adv=4.438, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  51%|▌| 169/333 [04:20<04:21,  1.60s/it, loss=0.731, pair=0.002, adv=4.153, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  51%|▌| 170/333 [04:20<04:03,  1.49s/it, loss=0.731, pair=0.002, adv=4.153, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  51%|▌| 170/333 [04:21<04:03,  1.49s/it, loss=0.760, pair=0.001, adv=4.577, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  51%|▌| 171/333 [04:21<04:11,  1.55s/it, loss=0.760, pair=0.001, adv=4.577, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  51%|▌| 171/333 [04:23<04:11,  1.55s/it, loss=0.752, pair=0.006, adv=4.444, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  52%|▌| 172/333 [04:23<04:06,  1.53s/it, loss=0.752, pair=0.006, adv=4.444, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  52%|▌| 172/333 [04:25<04:06,  1.53s/it, loss=0.753, pair=0.004, adv=4.320, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  52%|▌| 173/333 [04:25<04:13,  1.58s/it, loss=0.753, pair=0.004, adv=4.320, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  52%|▌| 173/333 [04:26<04:13,  1.58s/it, loss=0.722, pair=0.000, adv=4.194, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  52%|▌| 174/333 [04:26<04:00,  1.51s/it, loss=0.722, pair=0.000, adv=4.194, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  52%|▌| 174/333 [04:28<04:00,  1.51s/it, loss=0.752, pair=0.008, adv=4.218, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  53%|▌| 175/333 [04:28<04:10,  1.58s/it, loss=0.752, pair=0.008, adv=4.218, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  53%|▌| 175/333 [04:29<04:10,  1.58s/it, loss=0.742, pair=0.000, adv=4.288, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  53%|▌| 176/333 [04:29<03:57,  1.51s/it, loss=0.742, pair=0.000, adv=4.288, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  53%|▌| 176/333 [04:31<03:57,  1.51s/it, loss=0.728, pair=0.000, adv=4.134, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  53%|▌| 177/333 [04:31<04:03,  1.56s/it, loss=0.728, pair=0.000, adv=4.134, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  53%|▌| 177/333 [04:32<04:03,  1.56s/it, loss=0.738, pair=0.000, adv=4.065, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  53%|▌| 178/333 [04:32<03:55,  1.52s/it, loss=0.738, pair=0.000, adv=4.065, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  53%|▌| 178/333 [04:34<03:55,  1.52s/it, loss=0.741, pair=0.001, adv=4.177, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  54%|▌| 179/333 [04:34<04:00,  1.56s/it, loss=0.741, pair=0.001, adv=4.177, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  54%|▌| 179/333 [04:35<04:00,  1.56s/it, loss=0.744, pair=0.001, adv=4.149, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  54%|▌| 180/333 [04:35<03:52,  1.52s/it, loss=0.744, pair=0.001, adv=4.149, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  54%|▌| 180/333 [04:37<03:52,  1.52s/it, loss=0.736, pair=0.001, adv=4.014, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  54%|▌| 181/333 [04:37<04:00,  1.58s/it, loss=0.736, pair=0.001, adv=4.014, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  54%|▌| 181/333 [04:38<04:00,  1.58s/it, loss=0.719, pair=0.000, adv=4.019, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  55%|▌| 182/333 [04:38<03:51,  1.53s/it, loss=0.719, pair=0.000, adv=4.019, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  55%|▌| 182/333 [04:40<03:51,  1.53s/it, loss=0.727, pair=0.002, adv=4.136, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 183/333 [04:40<03:57,  1.58s/it, loss=0.727, pair=0.002, adv=4.136, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 183/333 [04:41<03:57,  1.58s/it, loss=0.724, pair=0.003, adv=4.198, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 184/333 [04:41<03:41,  1.49s/it, loss=0.724, pair=0.003, adv=4.198, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  55%|▌| 184/333 [04:43<03:41,  1.49s/it, loss=0.819, pair=0.000, adv=4.060, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  56%|▌| 185/333 [04:43<03:47,  1.54s/it, loss=0.819, pair=0.000, adv=4.060, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  56%|▌| 185/333 [04:44<03:47,  1.54s/it, loss=0.739, pair=0.002, adv=4.264, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  56%|▌| 186/333 [04:44<03:41,  1.51s/it, loss=0.739, pair=0.002, adv=4.264, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  56%|▌| 186/333 [04:46<03:41,  1.51s/it, loss=0.743, pair=0.000, adv=4.575, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  56%|▌| 187/333 [04:46<03:50,  1.58s/it, loss=0.743, pair=0.000, adv=4.575, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  56%|▌| 187/333 [04:48<03:50,  1.58s/it, loss=0.742, pair=0.003, adv=4.147, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  56%|▌| 188/333 [04:48<03:43,  1.54s/it, loss=0.742, pair=0.003, adv=4.147, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  56%|▌| 188/333 [04:50<03:43,  1.54s/it, loss=0.751, pair=0.004, adv=4.629, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  57%|▌| 189/333 [04:50<03:56,  1.64s/it, loss=0.751, pair=0.004, adv=4.629, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  57%|▌| 189/333 [04:51<03:56,  1.64s/it, loss=0.747, pair=0.000, adv=4.025, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  57%|▌| 190/333 [04:51<03:46,  1.58s/it, loss=0.747, pair=0.000, adv=4.025, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  57%|▌| 190/333 [04:53<03:46,  1.58s/it, loss=0.731, pair=0.004, adv=4.032, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  57%|▌| 191/333 [04:53<03:47,  1.60s/it, loss=0.731, pair=0.004, adv=4.032, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  57%|▌| 191/333 [04:54<03:47,  1.60s/it, loss=0.745, pair=0.000, adv=4.426, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 192/333 [04:54<03:38,  1.55s/it, loss=0.745, pair=0.000, adv=4.426, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 192/333 [04:56<03:38,  1.55s/it, loss=0.755, pair=0.009, adv=4.399, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 193/333 [04:56<03:44,  1.61s/it, loss=0.755, pair=0.009, adv=4.399, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 193/333 [04:57<03:44,  1.61s/it, loss=0.751, pair=0.013, adv=4.272, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 194/333 [04:57<03:38,  1.57s/it, loss=0.751, pair=0.013, adv=4.272, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  58%|▌| 194/333 [04:59<03:38,  1.57s/it, loss=0.722, pair=0.003, adv=4.027, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  59%|▌| 195/333 [04:59<03:42,  1.61s/it, loss=0.722, pair=0.003, adv=4.027, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  59%|▌| 195/333 [05:00<03:42,  1.61s/it, loss=0.747, pair=0.008, adv=4.528, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  59%|▌| 196/333 [05:00<03:32,  1.55s/it, loss=0.747, pair=0.008, adv=4.528, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  59%|▌| 196/333 [05:02<03:32,  1.55s/it, loss=0.738, pair=0.007, adv=4.371, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  59%|▌| 197/333 [05:02<03:39,  1.61s/it, loss=0.738, pair=0.007, adv=4.371, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  59%|▌| 197/333 [05:03<03:39,  1.61s/it, loss=0.716, pair=0.001, adv=4.069, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  59%|▌| 198/333 [05:03<03:22,  1.50s/it, loss=0.716, pair=0.001, adv=4.069, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  59%|▌| 198/333 [05:05<03:22,  1.50s/it, loss=0.764, pair=0.006, adv=4.243, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  60%|▌| 199/333 [05:05<03:32,  1.58s/it, loss=0.764, pair=0.006, adv=4.243, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  60%|▌| 199/333 [05:07<03:32,  1.58s/it, loss=0.748, pair=0.011, adv=4.276, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  60%|▌| 200/333 [05:07<03:25,  1.54s/it, loss=0.748, pair=0.011, adv=4.276, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  60%|▌| 200/333 [05:08<03:25,  1.54s/it, loss=0.753, pair=0.003, adv=4.426, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  60%|▌| 201/333 [05:08<03:31,  1.61s/it, loss=0.753, pair=0.003, adv=4.426, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  60%|▌| 201/333 [05:10<03:31,  1.61s/it, loss=0.714, pair=0.004, adv=3.783, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  61%|▌| 202/333 [05:10<03:21,  1.54s/it, loss=0.714, pair=0.004, adv=3.783, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  61%|▌| 202/333 [05:11<03:21,  1.54s/it, loss=0.743, pair=0.003, adv=4.266, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  61%|▌| 203/333 [05:11<03:26,  1.59s/it, loss=0.743, pair=0.003, adv=4.266, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  61%|▌| 203/333 [05:13<03:26,  1.59s/it, loss=0.744, pair=0.010, adv=4.088, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  61%|▌| 204/333 [05:13<03:18,  1.54s/it, loss=0.744, pair=0.010, adv=4.088, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  61%|▌| 204/333 [05:15<03:18,  1.54s/it, loss=0.750, pair=0.004, adv=4.162, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  62%|▌| 205/333 [05:15<03:24,  1.59s/it, loss=0.750, pair=0.004, adv=4.162, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  62%|▌| 205/333 [05:16<03:24,  1.59s/it, loss=0.754, pair=0.007, adv=4.152, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  62%|▌| 206/333 [05:16<03:16,  1.55s/it, loss=0.754, pair=0.007, adv=4.152, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  62%|▌| 206/333 [05:18<03:16,  1.55s/it, loss=0.728, pair=0.002, adv=4.173, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  62%|▌| 207/333 [05:18<03:21,  1.60s/it, loss=0.728, pair=0.002, adv=4.173, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  62%|▌| 207/333 [05:19<03:21,  1.60s/it, loss=0.735, pair=0.007, adv=4.071, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  62%|▌| 208/333 [05:19<03:10,  1.52s/it, loss=0.735, pair=0.007, adv=4.071, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  62%|▌| 208/333 [05:21<03:10,  1.52s/it, loss=0.754, pair=0.003, adv=4.625, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  63%|▋| 209/333 [05:21<03:14,  1.57s/it, loss=0.754, pair=0.003, adv=4.625, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  63%|▋| 209/333 [05:22<03:14,  1.57s/it, loss=0.718, pair=0.004, adv=3.906, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  63%|▋| 210/333 [05:22<03:04,  1.50s/it, loss=0.718, pair=0.004, adv=3.906, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  63%|▋| 210/333 [05:24<03:04,  1.50s/it, loss=0.731, pair=0.005, adv=4.398, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  63%|▋| 211/333 [05:24<03:10,  1.56s/it, loss=0.731, pair=0.005, adv=4.398, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  63%|▋| 211/333 [05:25<03:10,  1.56s/it, loss=0.734, pair=0.005, adv=4.287, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  64%|▋| 212/333 [05:25<02:56,  1.46s/it, loss=0.734, pair=0.005, adv=4.287, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  64%|▋| 212/333 [05:27<02:56,  1.46s/it, loss=0.741, pair=0.006, adv=4.447, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  64%|▋| 213/333 [05:27<03:03,  1.53s/it, loss=0.741, pair=0.006, adv=4.447, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  64%|▋| 213/333 [05:28<03:03,  1.53s/it, loss=0.745, pair=0.003, adv=4.213, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  64%|▋| 214/333 [05:28<02:58,  1.50s/it, loss=0.745, pair=0.003, adv=4.213, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  64%|▋| 214/333 [05:30<02:58,  1.50s/it, loss=0.736, pair=0.003, adv=4.494, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 215/333 [05:30<03:04,  1.57s/it, loss=0.736, pair=0.003, adv=4.494, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 215/333 [05:31<03:04,  1.57s/it, loss=0.714, pair=0.000, adv=4.266, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  65%|▋| 216/333 [05:31<02:55,  1.50s/it, loss=0.714, pair=0.000, adv=4.266, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  65%|▋| 216/333 [05:33<02:55,  1.50s/it, loss=0.818, pair=0.004, adv=4.157, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 217/333 [05:33<03:02,  1.57s/it, loss=0.818, pair=0.004, adv=4.157, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 217/333 [05:34<03:02,  1.57s/it, loss=0.747, pair=0.000, adv=4.350, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 218/333 [05:34<02:56,  1.53s/it, loss=0.747, pair=0.000, adv=4.350, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  65%|▋| 218/333 [05:36<02:56,  1.53s/it, loss=0.744, pair=0.001, adv=4.495, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  66%|▋| 219/333 [05:36<03:04,  1.62s/it, loss=0.744, pair=0.001, adv=4.495, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  66%|▋| 219/333 [05:38<03:04,  1.62s/it, loss=0.734, pair=0.007, adv=3.741, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  66%|▋| 220/333 [05:38<02:54,  1.54s/it, loss=0.734, pair=0.007, adv=3.741, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  66%|▋| 220/333 [05:39<02:54,  1.54s/it, loss=0.716, pair=0.004, adv=4.134, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  66%|▋| 221/333 [05:39<02:59,  1.61s/it, loss=0.716, pair=0.004, adv=4.134, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  66%|▋| 221/333 [05:41<02:59,  1.61s/it, loss=0.754, pair=0.002, adv=4.186, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  67%|▋| 222/333 [05:41<02:54,  1.57s/it, loss=0.754, pair=0.002, adv=4.186, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  67%|▋| 222/333 [05:43<02:54,  1.57s/it, loss=0.776, pair=0.011, adv=4.213, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  67%|▋| 223/333 [05:43<02:59,  1.63s/it, loss=0.776, pair=0.011, adv=4.213, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  67%|▋| 223/333 [05:44<02:59,  1.63s/it, loss=0.745, pair=0.003, adv=4.303, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  67%|▋| 224/333 [05:44<02:52,  1.58s/it, loss=0.745, pair=0.003, adv=4.303, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  67%|▋| 224/333 [05:46<02:52,  1.58s/it, loss=0.739, pair=0.002, adv=4.082, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  68%|▋| 225/333 [05:46<02:55,  1.62s/it, loss=0.739, pair=0.002, adv=4.082, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  68%|▋| 225/333 [05:47<02:55,  1.62s/it, loss=0.714, pair=0.000, adv=4.117, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  68%|▋| 226/333 [05:47<02:39,  1.49s/it, loss=0.714, pair=0.000, adv=4.117, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  68%|▋| 226/333 [05:49<02:39,  1.49s/it, loss=0.738, pair=0.000, adv=4.301, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  68%|▋| 227/333 [05:49<02:46,  1.57s/it, loss=0.738, pair=0.000, adv=4.301, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  68%|▋| 227/333 [05:50<02:46,  1.57s/it, loss=0.749, pair=0.002, adv=4.149, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  68%|▋| 228/333 [05:50<02:39,  1.52s/it, loss=0.749, pair=0.002, adv=4.149, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  68%|▋| 228/333 [05:52<02:39,  1.52s/it, loss=0.736, pair=0.005, adv=4.339, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  69%|▋| 229/333 [05:52<02:43,  1.57s/it, loss=0.736, pair=0.005, adv=4.339, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  69%|▋| 229/333 [05:53<02:43,  1.57s/it, loss=0.748, pair=0.001, adv=4.433, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  69%|▋| 230/333 [05:53<02:37,  1.52s/it, loss=0.748, pair=0.001, adv=4.433, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  69%|▋| 230/333 [05:55<02:37,  1.52s/it, loss=0.717, pair=0.007, adv=4.170, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  69%|▋| 231/333 [05:55<02:40,  1.58s/it, loss=0.717, pair=0.007, adv=4.170, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  69%|▋| 231/333 [05:56<02:40,  1.58s/it, loss=0.725, pair=0.011, adv=3.613, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  70%|▋| 232/333 [05:56<02:32,  1.51s/it, loss=0.725, pair=0.011, adv=3.613, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  70%|▋| 232/333 [05:58<02:32,  1.51s/it, loss=0.721, pair=0.004, adv=3.863, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  70%|▋| 233/333 [05:58<02:38,  1.58s/it, loss=0.721, pair=0.004, adv=3.863, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  70%|▋| 233/333 [05:59<02:38,  1.58s/it, loss=0.720, pair=0.005, adv=4.212, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  70%|▋| 234/333 [05:59<02:28,  1.50s/it, loss=0.720, pair=0.005, adv=4.212, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  70%|▋| 234/333 [06:01<02:28,  1.50s/it, loss=0.716, pair=0.005, adv=3.600, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  71%|▋| 235/333 [06:01<02:36,  1.60s/it, loss=0.716, pair=0.005, adv=3.600, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  71%|▋| 235/333 [06:03<02:36,  1.60s/it, loss=0.734, pair=0.005, adv=3.929, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  71%|▋| 236/333 [06:03<02:29,  1.54s/it, loss=0.734, pair=0.005, adv=3.929, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  71%|▋| 236/333 [06:04<02:29,  1.54s/it, loss=0.742, pair=0.001, adv=4.076, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  71%|▋| 237/333 [06:04<02:33,  1.60s/it, loss=0.742, pair=0.001, adv=4.076, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  71%|▋| 237/333 [06:06<02:33,  1.60s/it, loss=0.736, pair=0.000, adv=4.032, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  71%|▋| 238/333 [06:06<02:25,  1.53s/it, loss=0.736, pair=0.000, adv=4.032, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  71%|▋| 238/333 [06:08<02:25,  1.53s/it, loss=0.755, pair=0.001, adv=4.157, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  72%|▋| 239/333 [06:08<02:32,  1.62s/it, loss=0.755, pair=0.001, adv=4.157, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  72%|▋| 239/333 [06:09<02:32,  1.62s/it, loss=0.741, pair=0.001, adv=3.865, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  72%|▋| 240/333 [06:09<02:20,  1.51s/it, loss=0.741, pair=0.001, adv=3.865, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  72%|▋| 240/333 [06:11<02:20,  1.51s/it, loss=0.829, pair=0.006, adv=3.908, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  72%|▋| 241/333 [06:11<02:27,  1.60s/it, loss=0.829, pair=0.006, adv=3.908, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  72%|▋| 241/333 [06:12<02:27,  1.60s/it, loss=0.732, pair=0.003, adv=4.289, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  73%|▋| 242/333 [06:12<02:19,  1.53s/it, loss=0.732, pair=0.003, adv=4.289, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  73%|▋| 242/333 [06:14<02:19,  1.53s/it, loss=0.764, pair=0.003, adv=4.021, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  73%|▋| 243/333 [06:14<02:26,  1.62s/it, loss=0.764, pair=0.003, adv=4.021, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  73%|▋| 243/333 [06:15<02:26,  1.62s/it, loss=0.760, pair=0.008, adv=4.189, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  73%|▋| 244/333 [06:15<02:19,  1.57s/it, loss=0.760, pair=0.008, adv=4.189, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  73%|▋| 244/333 [06:17<02:19,  1.57s/it, loss=0.713, pair=0.007, adv=3.375, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  74%|▋| 245/333 [06:17<02:22,  1.62s/it, loss=0.713, pair=0.007, adv=3.375, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  74%|▋| 245/333 [06:18<02:22,  1.62s/it, loss=0.713, pair=0.001, adv=3.593, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  74%|▋| 246/333 [06:18<02:13,  1.53s/it, loss=0.713, pair=0.001, adv=3.593, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  74%|▋| 246/333 [06:20<02:13,  1.53s/it, loss=0.769, pair=0.000, adv=3.931, sprd=0.031
Ep 039/60 [S2→S3:ramp]:  74%|▋| 247/333 [06:20<02:18,  1.61s/it, loss=0.769, pair=0.000, adv=3.931, sprd=0.031
Ep 039/60 [S2→S3:ramp]:  74%|▋| 247/333 [06:21<02:18,  1.61s/it, loss=0.710, pair=0.004, adv=3.444, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  74%|▋| 248/333 [06:21<02:08,  1.51s/it, loss=0.710, pair=0.004, adv=3.444, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  74%|▋| 248/333 [06:23<02:08,  1.51s/it, loss=0.754, pair=0.000, adv=3.842, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  75%|▋| 249/333 [06:23<02:13,  1.59s/it, loss=0.754, pair=0.000, adv=3.842, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  75%|▋| 249/333 [06:25<02:13,  1.59s/it, loss=0.776, pair=0.000, adv=4.358, sprd=0.033
Ep 039/60 [S2→S3:ramp]:  75%|▊| 250/333 [06:25<02:09,  1.57s/it, loss=0.776, pair=0.000, adv=4.358, sprd=0.033
Ep 039/60 [S2→S3:ramp]:  75%|▊| 250/333 [06:26<02:09,  1.57s/it, loss=0.730, pair=0.003, adv=4.188, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  75%|▊| 251/333 [06:26<02:11,  1.60s/it, loss=0.730, pair=0.003, adv=4.188, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  75%|▊| 251/333 [06:28<02:11,  1.60s/it, loss=0.740, pair=0.007, adv=3.914, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 252/333 [06:28<02:05,  1.56s/it, loss=0.740, pair=0.007, adv=3.914, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 252/333 [06:29<02:05,  1.56s/it, loss=0.804, pair=0.000, adv=3.812, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 253/333 [06:29<02:07,  1.60s/it, loss=0.804, pair=0.000, adv=3.812, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  76%|▊| 253/333 [06:31<02:07,  1.60s/it, loss=0.754, pair=0.001, adv=3.945, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  76%|▊| 254/333 [06:31<01:55,  1.46s/it, loss=0.754, pair=0.001, adv=3.945, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  76%|▊| 254/333 [06:32<01:55,  1.46s/it, loss=0.728, pair=0.006, adv=3.541, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  77%|▊| 255/333 [06:32<01:58,  1.53s/it, loss=0.728, pair=0.006, adv=3.541, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  77%|▊| 255/333 [06:34<01:58,  1.53s/it, loss=0.713, pair=0.010, adv=3.695, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  77%|▊| 256/333 [06:34<01:52,  1.46s/it, loss=0.713, pair=0.010, adv=3.695, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  77%|▊| 256/333 [06:35<01:52,  1.46s/it, loss=0.802, pair=0.000, adv=3.896, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  77%|▊| 257/333 [06:35<01:56,  1.53s/it, loss=0.802, pair=0.000, adv=3.896, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  77%|▊| 257/333 [06:37<01:56,  1.53s/it, loss=0.741, pair=0.002, adv=3.998, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  77%|▊| 258/333 [06:37<01:52,  1.51s/it, loss=0.741, pair=0.002, adv=3.998, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  77%|▊| 258/333 [06:38<01:52,  1.51s/it, loss=0.727, pair=0.004, adv=3.830, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  78%|▊| 259/333 [06:38<01:55,  1.56s/it, loss=0.727, pair=0.004, adv=3.830, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  78%|▊| 259/333 [06:40<01:55,  1.56s/it, loss=1.194, pair=1.450, adv=3.734, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  78%|▊| 260/333 [06:40<01:49,  1.50s/it, loss=1.194, pair=1.450, adv=3.734, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  78%|▊| 260/333 [06:42<01:49,  1.50s/it, loss=0.735, pair=0.003, adv=4.100, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  78%|▊| 261/333 [06:42<01:52,  1.56s/it, loss=0.735, pair=0.003, adv=4.100, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  78%|▊| 261/333 [06:43<01:52,  1.56s/it, loss=0.734, pair=0.002, adv=3.908, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  79%|▊| 262/333 [06:43<01:47,  1.51s/it, loss=0.734, pair=0.002, adv=3.908, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  79%|▊| 262/333 [06:45<01:47,  1.51s/it, loss=0.712, pair=0.008, adv=3.548, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  79%|▊| 263/333 [06:45<01:49,  1.57s/it, loss=0.712, pair=0.008, adv=3.548, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  79%|▊| 263/333 [06:46<01:49,  1.57s/it, loss=0.722, pair=0.001, adv=3.773, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  79%|▊| 264/333 [06:46<01:42,  1.49s/it, loss=0.722, pair=0.001, adv=3.773, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  79%|▊| 264/333 [06:48<01:42,  1.49s/it, loss=0.751, pair=0.000, adv=4.317, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  80%|▊| 265/333 [06:48<01:47,  1.58s/it, loss=0.751, pair=0.000, adv=4.317, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  80%|▊| 265/333 [06:49<01:47,  1.58s/it, loss=0.727, pair=0.002, adv=3.751, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  80%|▊| 266/333 [06:49<01:41,  1.51s/it, loss=0.727, pair=0.002, adv=3.751, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  80%|▊| 266/333 [06:51<01:41,  1.51s/it, loss=0.720, pair=0.004, adv=3.697, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  80%|▊| 267/333 [06:51<01:43,  1.57s/it, loss=0.720, pair=0.004, adv=3.697, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  80%|▊| 267/333 [06:52<01:43,  1.57s/it, loss=0.727, pair=0.001, adv=3.993, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 268/333 [06:52<01:39,  1.53s/it, loss=0.727, pair=0.001, adv=3.993, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  80%|▊| 268/333 [06:54<01:39,  1.53s/it, loss=0.729, pair=0.002, adv=3.837, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  81%|▊| 269/333 [06:54<01:37,  1.52s/it, loss=0.729, pair=0.002, adv=3.837, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  81%|▊| 269/333 [06:55<01:37,  1.52s/it, loss=0.717, pair=0.008, adv=3.395, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  81%|▊| 270/333 [06:55<01:32,  1.47s/it, loss=0.717, pair=0.008, adv=3.395, sprd=0.016
Ep 039/60 [S2→S3:ramp]:  81%|▊| 270/333 [06:57<01:32,  1.47s/it, loss=0.741, pair=0.001, adv=3.926, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  81%|▊| 271/333 [06:57<01:37,  1.58s/it, loss=0.741, pair=0.001, adv=3.926, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  81%|▊| 271/333 [06:58<01:37,  1.58s/it, loss=0.730, pair=0.000, adv=3.996, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  82%|▊| 272/333 [06:58<01:32,  1.52s/it, loss=0.730, pair=0.000, adv=3.996, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  82%|▊| 272/333 [07:00<01:32,  1.52s/it, loss=0.752, pair=0.000, adv=4.056, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  82%|▊| 273/333 [07:00<01:37,  1.62s/it, loss=0.752, pair=0.000, adv=4.056, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  82%|▊| 273/333 [07:02<01:37,  1.62s/it, loss=0.742, pair=0.001, adv=3.935, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  82%|▊| 274/333 [07:02<01:32,  1.57s/it, loss=0.742, pair=0.001, adv=3.935, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  82%|▊| 274/333 [07:03<01:32,  1.57s/it, loss=0.739, pair=0.002, adv=4.110, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  83%|▊| 275/333 [07:03<01:34,  1.62s/it, loss=0.739, pair=0.002, adv=4.110, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  83%|▊| 275/333 [07:05<01:34,  1.62s/it, loss=0.770, pair=0.000, adv=3.728, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  83%|▊| 276/333 [07:05<01:28,  1.56s/it, loss=0.770, pair=0.000, adv=3.728, sprd=0.032
Ep 039/60 [S2→S3:ramp]:  83%|▊| 276/333 [07:06<01:28,  1.56s/it, loss=0.767, pair=0.001, adv=3.875, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  83%|▊| 277/333 [07:06<01:29,  1.60s/it, loss=0.767, pair=0.001, adv=3.875, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  83%|▊| 277/333 [07:08<01:29,  1.60s/it, loss=0.760, pair=0.001, adv=4.075, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  83%|▊| 278/333 [07:08<01:26,  1.56s/it, loss=0.760, pair=0.001, adv=4.075, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  83%|▊| 278/333 [07:10<01:26,  1.56s/it, loss=0.753, pair=0.000, adv=4.100, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  84%|▊| 279/333 [07:10<01:28,  1.64s/it, loss=0.753, pair=0.000, adv=4.100, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  84%|▊| 279/333 [07:11<01:28,  1.64s/it, loss=0.735, pair=0.001, adv=3.695, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  84%|▊| 280/333 [07:11<01:23,  1.57s/it, loss=0.735, pair=0.001, adv=3.695, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  84%|▊| 280/333 [07:13<01:23,  1.57s/it, loss=0.741, pair=0.001, adv=3.925, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  84%|▊| 281/333 [07:13<01:25,  1.65s/it, loss=0.741, pair=0.001, adv=3.925, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  84%|▊| 281/333 [07:14<01:25,  1.65s/it, loss=0.716, pair=0.016, adv=3.563, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  85%|▊| 282/333 [07:14<01:19,  1.56s/it, loss=0.716, pair=0.016, adv=3.563, sprd=0.015
Ep 039/60 [S2→S3:ramp]:  85%|▊| 282/333 [07:16<01:19,  1.56s/it, loss=0.724, pair=0.000, adv=3.866, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  85%|▊| 283/333 [07:16<01:20,  1.61s/it, loss=0.724, pair=0.000, adv=3.866, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  85%|▊| 283/333 [07:17<01:20,  1.61s/it, loss=0.722, pair=0.002, adv=3.957, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  85%|▊| 284/333 [07:17<01:16,  1.56s/it, loss=0.722, pair=0.002, adv=3.957, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  85%|▊| 284/333 [07:19<01:16,  1.56s/it, loss=0.750, pair=0.002, adv=3.966, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 285/333 [07:19<01:19,  1.65s/it, loss=0.750, pair=0.002, adv=3.966, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 285/333 [07:21<01:19,  1.65s/it, loss=0.746, pair=0.004, adv=3.503, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 286/333 [07:21<01:14,  1.59s/it, loss=0.746, pair=0.004, adv=3.503, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  86%|▊| 286/333 [07:23<01:14,  1.59s/it, loss=0.723, pair=0.007, adv=3.813, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  86%|▊| 287/333 [07:23<01:15,  1.65s/it, loss=0.723, pair=0.007, adv=3.813, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  86%|▊| 287/333 [07:24<01:15,  1.65s/it, loss=0.739, pair=0.009, adv=3.739, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  86%|▊| 288/333 [07:24<01:11,  1.58s/it, loss=0.739, pair=0.009, adv=3.739, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  86%|▊| 288/333 [07:26<01:11,  1.58s/it, loss=0.749, pair=0.005, adv=4.057, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  87%|▊| 289/333 [07:26<01:12,  1.65s/it, loss=0.749, pair=0.005, adv=4.057, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  87%|▊| 289/333 [07:27<01:12,  1.65s/it, loss=0.739, pair=0.005, adv=4.072, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  87%|▊| 290/333 [07:27<01:08,  1.59s/it, loss=0.739, pair=0.005, adv=4.072, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  87%|▊| 290/333 [07:29<01:08,  1.59s/it, loss=0.745, pair=0.004, adv=3.800, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  87%|▊| 291/333 [07:29<01:10,  1.67s/it, loss=0.745, pair=0.004, adv=3.800, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  87%|▊| 291/333 [07:31<01:10,  1.67s/it, loss=0.764, pair=0.003, adv=4.103, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  88%|▉| 292/333 [07:31<01:05,  1.61s/it, loss=0.764, pair=0.003, adv=4.103, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  88%|▉| 292/333 [07:32<01:05,  1.61s/it, loss=0.767, pair=0.001, adv=4.106, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  88%|▉| 293/333 [07:32<01:06,  1.66s/it, loss=0.767, pair=0.001, adv=4.106, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  88%|▉| 293/333 [07:34<01:06,  1.66s/it, loss=0.734, pair=0.002, adv=3.500, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  88%|▉| 294/333 [07:34<01:02,  1.60s/it, loss=0.734, pair=0.002, adv=3.500, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  88%|▉| 294/333 [07:36<01:02,  1.60s/it, loss=0.768, pair=0.006, adv=3.934, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  89%|▉| 295/333 [07:36<01:03,  1.68s/it, loss=0.768, pair=0.006, adv=3.934, sprd=0.029
Ep 039/60 [S2→S3:ramp]:  89%|▉| 295/333 [07:37<01:03,  1.68s/it, loss=0.728, pair=0.003, adv=3.778, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  89%|▉| 296/333 [07:37<00:59,  1.61s/it, loss=0.728, pair=0.003, adv=3.778, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  89%|▉| 296/333 [07:39<00:59,  1.61s/it, loss=0.732, pair=0.001, adv=3.858, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  89%|▉| 297/333 [07:39<01:01,  1.71s/it, loss=0.732, pair=0.001, adv=3.858, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  89%|▉| 297/333 [07:40<01:01,  1.71s/it, loss=0.748, pair=0.002, adv=4.080, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  89%|▉| 298/333 [07:40<00:55,  1.60s/it, loss=0.748, pair=0.002, adv=4.080, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  89%|▉| 298/333 [07:42<00:55,  1.60s/it, loss=0.737, pair=0.001, adv=3.941, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  90%|▉| 299/333 [07:42<00:56,  1.65s/it, loss=0.737, pair=0.001, adv=3.941, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  90%|▉| 299/333 [07:44<00:56,  1.65s/it, loss=0.743, pair=0.005, adv=3.926, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  90%|▉| 300/333 [07:44<00:52,  1.60s/it, loss=0.743, pair=0.005, adv=3.926, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  90%|▉| 300/333 [07:45<00:52,  1.60s/it, loss=0.717, pair=0.009, adv=3.830, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  90%|▉| 301/333 [07:45<00:53,  1.66s/it, loss=0.717, pair=0.009, adv=3.830, sprd=0.017
Ep 039/60 [S2→S3:ramp]:  90%|▉| 301/333 [07:47<00:53,  1.66s/it, loss=0.722, pair=0.000, adv=3.914, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  91%|▉| 302/333 [07:47<00:49,  1.60s/it, loss=0.722, pair=0.000, adv=3.914, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  91%|▉| 302/333 [07:49<00:49,  1.60s/it, loss=0.746, pair=0.001, adv=3.916, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  91%|▉| 303/333 [07:49<00:51,  1.71s/it, loss=0.746, pair=0.001, adv=3.916, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  91%|▉| 303/333 [07:50<00:51,  1.71s/it, loss=0.721, pair=0.000, adv=3.541, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  91%|▉| 304/333 [07:50<00:47,  1.63s/it, loss=0.721, pair=0.000, adv=3.541, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  91%|▉| 304/333 [07:52<00:47,  1.63s/it, loss=0.758, pair=0.001, adv=4.009, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  92%|▉| 305/333 [07:52<00:48,  1.74s/it, loss=0.758, pair=0.001, adv=4.009, sprd=0.027
Ep 039/60 [S2→S3:ramp]:  92%|▉| 305/333 [07:54<00:48,  1.74s/it, loss=0.756, pair=0.001, adv=3.853, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  92%|▉| 306/333 [07:54<00:44,  1.66s/it, loss=0.756, pair=0.001, adv=3.853, sprd=0.028
Ep 039/60 [S2→S3:ramp]:  92%|▉| 306/333 [07:56<00:44,  1.66s/it, loss=0.730, pair=0.000, adv=3.935, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  92%|▉| 307/333 [07:56<00:43,  1.69s/it, loss=0.730, pair=0.000, adv=3.935, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  92%|▉| 307/333 [07:57<00:43,  1.69s/it, loss=0.752, pair=0.001, adv=4.194, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  92%|▉| 308/333 [07:57<00:40,  1.63s/it, loss=0.752, pair=0.001, adv=4.194, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  92%|▉| 308/333 [07:59<00:40,  1.63s/it, loss=0.748, pair=0.005, adv=3.646, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  93%|▉| 309/333 [07:59<00:40,  1.67s/it, loss=0.748, pair=0.005, adv=3.646, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  93%|▉| 309/333 [08:00<00:40,  1.67s/it, loss=0.734, pair=0.003, adv=3.774, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  93%|▉| 310/333 [08:00<00:37,  1.61s/it, loss=0.734, pair=0.003, adv=3.774, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  93%|▉| 310/333 [08:02<00:37,  1.61s/it, loss=0.741, pair=0.000, adv=3.812, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  93%|▉| 311/333 [08:02<00:36,  1.68s/it, loss=0.741, pair=0.000, adv=3.812, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  93%|▉| 311/333 [08:03<00:36,  1.68s/it, loss=0.731, pair=0.000, adv=3.499, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  94%|▉| 312/333 [08:03<00:32,  1.55s/it, loss=0.731, pair=0.000, adv=3.499, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  94%|▉| 312/333 [08:05<00:32,  1.55s/it, loss=0.742, pair=0.000, adv=4.019, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  94%|▉| 313/333 [08:05<00:32,  1.62s/it, loss=0.742, pair=0.000, adv=4.019, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  94%|▉| 313/333 [08:07<00:32,  1.62s/it, loss=0.750, pair=0.002, adv=4.240, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  94%|▉| 314/333 [08:07<00:29,  1.57s/it, loss=0.750, pair=0.002, adv=4.240, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  94%|▉| 314/333 [08:09<00:29,  1.57s/it, loss=0.748, pair=0.000, adv=4.050, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  95%|▉| 315/333 [08:09<00:30,  1.67s/it, loss=0.748, pair=0.000, adv=4.050, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  95%|▉| 315/333 [08:10<00:30,  1.67s/it, loss=0.733, pair=0.000, adv=3.886, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  95%|▉| 316/333 [08:10<00:27,  1.61s/it, loss=0.733, pair=0.000, adv=3.886, sprd=0.023
Ep 039/60 [S2→S3:ramp]:  95%|▉| 316/333 [08:12<00:27,  1.61s/it, loss=0.751, pair=0.004, adv=3.975, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  95%|▉| 317/333 [08:12<00:26,  1.67s/it, loss=0.751, pair=0.004, adv=3.975, sprd=0.026
Ep 039/60 [S2→S3:ramp]:  95%|▉| 317/333 [08:13<00:26,  1.67s/it, loss=0.787, pair=0.002, adv=3.774, sprd=0.033
Ep 039/60 [S2→S3:ramp]:  95%|▉| 318/333 [08:13<00:24,  1.64s/it, loss=0.787, pair=0.002, adv=3.774, sprd=0.033
Ep 039/60 [S2→S3:ramp]:  95%|▉| 318/333 [08:15<00:24,  1.64s/it, loss=0.723, pair=0.002, adv=4.091, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  96%|▉| 319/333 [08:15<00:23,  1.68s/it, loss=0.723, pair=0.002, adv=4.091, sprd=0.020
Ep 039/60 [S2→S3:ramp]:  96%|▉| 319/333 [08:17<00:23,  1.68s/it, loss=0.741, pair=0.000, adv=3.742, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  96%|▉| 320/333 [08:17<00:20,  1.61s/it, loss=0.741, pair=0.000, adv=3.742, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  96%|▉| 320/333 [08:18<00:20,  1.61s/it, loss=0.742, pair=0.000, adv=3.851, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  96%|▉| 321/333 [08:18<00:19,  1.62s/it, loss=0.742, pair=0.000, adv=3.851, sprd=0.024
Ep 039/60 [S2→S3:ramp]:  96%|▉| 321/333 [08:19<00:19,  1.62s/it, loss=0.735, pair=0.003, adv=3.626, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  97%|▉| 322/333 [08:19<00:16,  1.51s/it, loss=0.735, pair=0.003, adv=3.626, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  97%|▉| 322/333 [08:21<00:16,  1.51s/it, loss=0.730, pair=0.000, adv=4.040, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  97%|▉| 323/333 [08:21<00:16,  1.61s/it, loss=0.730, pair=0.000, adv=4.040, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  97%|▉| 323/333 [08:23<00:16,  1.61s/it, loss=0.731, pair=0.003, adv=3.779, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  97%|▉| 324/333 [08:23<00:14,  1.56s/it, loss=0.731, pair=0.003, adv=3.779, sprd=0.021
Ep 039/60 [S2→S3:ramp]:  97%|▉| 324/333 [08:25<00:14,  1.56s/it, loss=0.746, pair=0.000, adv=4.097, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  98%|▉| 325/333 [08:25<00:13,  1.65s/it, loss=0.746, pair=0.000, adv=4.097, sprd=0.025
Ep 039/60 [S2→S3:ramp]:  98%|▉| 325/333 [08:26<00:13,  1.65s/it, loss=0.729, pair=0.000, adv=3.698, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  98%|▉| 326/333 [08:26<00:11,  1.58s/it, loss=0.729, pair=0.000, adv=3.698, sprd=0.019
Ep 039/60 [S2→S3:ramp]:  98%|▉| 326/333 [08:28<00:11,  1.58s/it, loss=0.789, pair=0.000, adv=3.720, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  98%|▉| 327/333 [08:28<00:09,  1.59s/it, loss=0.789, pair=0.000, adv=3.720, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  98%|▉| 327/333 [08:29<00:09,  1.59s/it, loss=0.737, pair=0.000, adv=3.896, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  98%|▉| 328/333 [08:29<00:07,  1.55s/it, loss=0.737, pair=0.000, adv=3.896, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  98%|▉| 328/333 [08:31<00:07,  1.55s/it, loss=0.726, pair=0.000, adv=3.872, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  99%|▉| 329/333 [08:31<00:06,  1.68s/it, loss=0.726, pair=0.000, adv=3.872, sprd=0.018
Ep 039/60 [S2→S3:ramp]:  99%|▉| 329/333 [08:33<00:06,  1.68s/it, loss=0.727, pair=0.002, adv=3.915, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  99%|▉| 330/333 [08:33<00:04,  1.61s/it, loss=0.727, pair=0.002, adv=3.915, sprd=0.022
Ep 039/60 [S2→S3:ramp]:  99%|▉| 330/333 [08:34<00:04,  1.61s/it, loss=0.763, pair=0.009, adv=3.889, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  99%|▉| 331/333 [08:34<00:03,  1.68s/it, loss=0.763, pair=0.009, adv=3.889, sprd=0.030
Ep 039/60 [S2→S3:ramp]:  99%|▉| 331/333 [08:36<00:03,  1.68s/it, loss=0.771, pair=0.000, adv=3.950, sprd=0.031
Ep 039/60 [S2→S3:ramp]: 100%|▉| 332/333 [08:36<00:01,  1.64s/it, loss=0.771, pair=0.000, adv=3.950, sprd=0.031
Ep 039/60 [S2→S3:ramp]: 100%|▉| 332/333 [08:38<00:01,  1.64s/it, loss=0.762, pair=0.000, adv=3.373, sprd=0.026
Ep 039/60 [S2→S3:ramp]: 100%|█| 333/333 [08:38<00:00,  1.69s/it, loss=0.762, pair=0.000, adv=3.373, sprd=0.026
                                                                                                              
Epoch 039/60 [S2→S3:ramp]  loss=0.7434  mat=0.3321  sens=1.0171  pair=0.0070  adv=4.0150(rand=3.37)  deg=0.0056  orth=0.0014  spread=0.0232  q_mean=51.0  q_std=16.3  α=0.27 β=0.33 γ=0.54 λ_grl=0.600  lr=3.32e-05  518s

Ep 040/60 [S2→S3:ramp]:   0%|                                                         | 0/333 [00:00<?, ?it/s]
Ep 040/60 [S2→S3:ramp]:   0%|          | 0/333 [00:01<?, ?it/s, loss=0.735, pair=0.005, adv=3.681, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   0%|  | 1/333 [00:01<11:00,  1.99s/it, loss=0.735, pair=0.005, adv=3.681, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   0%|  | 1/333 [00:03<11:00,  1.99s/it, loss=0.764, pair=0.000, adv=4.055, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   1%|  | 2/333 [00:03<09:08,  1.66s/it, loss=0.764, pair=0.000, adv=4.055, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   1%|  | 2/333 [00:05<09:08,  1.66s/it, loss=0.727, pair=0.000, adv=3.712, sprd=0.017]
Ep 040/60 [S2→S3:ramp]:   1%|  | 3/333 [00:05<09:16,  1.69s/it, loss=0.727, pair=0.000, adv=3.712, sprd=0.017]
Ep 040/60 [S2→S3:ramp]:   1%|  | 3/333 [00:06<09:16,  1.69s/it, loss=0.762, pair=0.000, adv=3.963, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:   1%|  | 4/333 [00:06<08:58,  1.64s/it, loss=0.762, pair=0.000, adv=3.963, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:   1%|  | 4/333 [00:08<08:58,  1.64s/it, loss=0.768, pair=0.000, adv=3.631, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   2%|  | 5/333 [00:08<09:33,  1.75s/it, loss=0.768, pair=0.000, adv=3.631, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   2%|  | 5/333 [00:10<09:33,  1.75s/it, loss=0.749, pair=0.000, adv=4.120, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:   2%|  | 6/333 [00:10<09:02,  1.66s/it, loss=0.749, pair=0.000, adv=4.120, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:   2%|  | 6/333 [00:12<09:02,  1.66s/it, loss=0.759, pair=0.000, adv=4.032, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:   2%|  | 7/333 [00:12<09:35,  1.76s/it, loss=0.759, pair=0.000, adv=4.032, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:   2%|  | 7/333 [00:13<09:35,  1.76s/it, loss=0.733, pair=0.000, adv=3.755, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   2%|  | 8/333 [00:13<09:00,  1.66s/it, loss=0.733, pair=0.000, adv=3.755, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   2%|  | 8/333 [00:15<09:00,  1.66s/it, loss=0.743, pair=0.000, adv=3.765, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:   3%|  | 9/333 [00:15<09:22,  1.74s/it, loss=0.743, pair=0.000, adv=3.765, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:   3%|  | 9/333 [00:16<09:22,  1.74s/it, loss=0.745, pair=0.000, adv=3.767, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 10/333 [00:16<08:58,  1.67s/it, loss=0.745, pair=0.000, adv=3.767, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 10/333 [00:18<08:58,  1.67s/it, loss=0.751, pair=0.000, adv=4.059, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 11/333 [00:18<09:09,  1.71s/it, loss=0.751, pair=0.000, adv=4.059, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   3%| | 11/333 [00:20<09:09,  1.71s/it, loss=0.733, pair=0.000, adv=3.799, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   4%| | 12/333 [00:20<08:42,  1.63s/it, loss=0.733, pair=0.000, adv=3.799, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   4%| | 12/333 [00:22<08:42,  1.63s/it, loss=0.744, pair=0.000, adv=3.810, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:   4%| | 13/333 [00:22<08:59,  1.69s/it, loss=0.744, pair=0.000, adv=3.810, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:   4%| | 13/333 [00:23<08:59,  1.69s/it, loss=0.724, pair=0.001, adv=3.863, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   4%| | 14/333 [00:23<08:31,  1.60s/it, loss=0.724, pair=0.001, adv=3.863, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   4%| | 14/333 [00:25<08:31,  1.60s/it, loss=0.728, pair=0.000, adv=3.780, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   5%| | 15/333 [00:25<08:42,  1.64s/it, loss=0.728, pair=0.000, adv=3.780, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:   5%| | 15/333 [00:26<08:42,  1.64s/it, loss=0.749, pair=0.001, adv=4.145, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   5%| | 16/333 [00:26<08:23,  1.59s/it, loss=0.749, pair=0.001, adv=4.145, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:   5%| | 16/333 [00:28<08:23,  1.59s/it, loss=0.837, pair=0.005, adv=4.111, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   5%| | 17/333 [00:28<08:42,  1.65s/it, loss=0.837, pair=0.005, adv=4.111, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   5%| | 17/333 [00:29<08:42,  1.65s/it, loss=0.736, pair=0.003, adv=3.610, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   5%| | 18/333 [00:29<08:24,  1.60s/it, loss=0.736, pair=0.003, adv=3.610, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   5%| | 18/333 [00:31<08:24,  1.60s/it, loss=0.797, pair=0.001, adv=4.229, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   6%| | 19/333 [00:31<08:40,  1.66s/it, loss=0.797, pair=0.001, adv=4.229, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   6%| | 19/333 [00:33<08:40,  1.66s/it, loss=0.740, pair=0.010, adv=3.743, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   6%| | 20/333 [00:33<08:20,  1.60s/it, loss=0.740, pair=0.010, adv=3.743, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   6%| | 20/333 [00:35<08:20,  1.60s/it, loss=0.741, pair=0.003, adv=3.655, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   6%| | 21/333 [00:35<08:50,  1.70s/it, loss=0.741, pair=0.003, adv=3.655, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   6%| | 21/333 [00:36<08:50,  1.70s/it, loss=0.751, pair=0.005, adv=3.782, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   7%| | 22/333 [00:36<08:07,  1.57s/it, loss=0.751, pair=0.005, adv=3.782, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   7%| | 22/333 [00:38<08:07,  1.57s/it, loss=0.730, pair=0.007, adv=3.578, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   7%| | 23/333 [00:38<08:31,  1.65s/it, loss=0.730, pair=0.007, adv=3.578, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:   7%| | 23/333 [00:39<08:31,  1.65s/it, loss=0.764, pair=0.005, adv=4.171, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   7%| | 24/333 [00:39<08:16,  1.61s/it, loss=0.764, pair=0.005, adv=4.171, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:   7%| | 24/333 [00:41<08:16,  1.61s/it, loss=0.745, pair=0.002, adv=4.037, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   8%| | 25/333 [00:41<08:50,  1.72s/it, loss=0.745, pair=0.002, adv=4.037, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   8%| | 25/333 [00:43<08:50,  1.72s/it, loss=0.736, pair=0.002, adv=3.952, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   8%| | 26/333 [00:43<08:23,  1.64s/it, loss=0.736, pair=0.002, adv=3.952, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   8%| | 26/333 [00:45<08:23,  1.64s/it, loss=0.733, pair=0.005, adv=3.778, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   8%| | 27/333 [00:45<08:40,  1.70s/it, loss=0.733, pair=0.005, adv=3.778, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:   8%| | 27/333 [00:46<08:40,  1.70s/it, loss=0.723, pair=0.003, adv=3.810, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   8%| | 28/333 [00:46<08:16,  1.63s/it, loss=0.723, pair=0.003, adv=3.810, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:   8%| | 28/333 [00:48<08:16,  1.63s/it, loss=0.751, pair=0.005, adv=3.795, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   9%| | 29/333 [00:48<08:29,  1.68s/it, loss=0.751, pair=0.005, adv=3.795, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:   9%| | 29/333 [00:49<08:29,  1.68s/it, loss=0.766, pair=0.009, adv=3.978, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:   9%| | 30/333 [00:49<08:17,  1.64s/it, loss=0.766, pair=0.009, adv=3.978, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:   9%| | 30/333 [00:51<08:17,  1.64s/it, loss=0.748, pair=0.003, adv=3.636, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   9%| | 31/333 [00:51<08:27,  1.68s/it, loss=0.748, pair=0.003, adv=3.636, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:   9%| | 31/333 [00:52<08:27,  1.68s/it, loss=0.747, pair=0.002, adv=3.982, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  10%| | 32/333 [00:52<08:01,  1.60s/it, loss=0.747, pair=0.002, adv=3.982, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  10%| | 32/333 [00:54<08:01,  1.60s/it, loss=0.746, pair=0.000, adv=4.010, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  10%| | 33/333 [00:54<08:18,  1.66s/it, loss=0.746, pair=0.000, adv=4.010, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  10%| | 33/333 [00:56<08:18,  1.66s/it, loss=0.744, pair=0.000, adv=3.599, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  10%| | 34/333 [00:56<07:54,  1.59s/it, loss=0.744, pair=0.000, adv=3.599, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  10%| | 34/333 [00:58<07:54,  1.59s/it, loss=0.744, pair=0.000, adv=3.925, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  11%| | 35/333 [00:58<08:13,  1.66s/it, loss=0.744, pair=0.000, adv=3.925, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  11%| | 35/333 [00:59<08:13,  1.66s/it, loss=0.750, pair=0.003, adv=3.697, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  11%| | 36/333 [00:59<07:56,  1.60s/it, loss=0.750, pair=0.003, adv=3.697, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  11%| | 36/333 [01:01<07:56,  1.60s/it, loss=0.741, pair=0.000, adv=3.700, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 37/333 [01:01<08:00,  1.62s/it, loss=0.741, pair=0.000, adv=3.700, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 37/333 [01:02<08:00,  1.62s/it, loss=0.737, pair=0.000, adv=4.094, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 38/333 [01:02<07:45,  1.58s/it, loss=0.737, pair=0.000, adv=4.094, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  11%| | 38/333 [01:04<07:45,  1.58s/it, loss=0.751, pair=0.001, adv=3.876, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  12%| | 39/333 [01:04<08:11,  1.67s/it, loss=0.751, pair=0.001, adv=3.876, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  12%| | 39/333 [01:05<08:11,  1.67s/it, loss=0.717, pair=0.000, adv=3.642, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  12%| | 40/333 [01:05<07:50,  1.61s/it, loss=0.717, pair=0.000, adv=3.642, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  12%| | 40/333 [01:07<07:50,  1.61s/it, loss=0.749, pair=0.002, adv=3.866, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  12%| | 41/333 [01:07<08:06,  1.67s/it, loss=0.749, pair=0.002, adv=3.866, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  12%| | 41/333 [01:09<08:06,  1.67s/it, loss=0.753, pair=0.010, adv=3.943, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 42/333 [01:09<07:48,  1.61s/it, loss=0.753, pair=0.010, adv=3.943, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 42/333 [01:11<07:48,  1.61s/it, loss=0.718, pair=0.001, adv=3.440, sprd=0.017]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 43/333 [01:11<08:10,  1.69s/it, loss=0.718, pair=0.001, adv=3.440, sprd=0.017]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 43/333 [01:12<08:10,  1.69s/it, loss=0.754, pair=0.000, adv=3.863, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 44/333 [01:12<07:50,  1.63s/it, loss=0.754, pair=0.000, adv=3.863, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  13%|▏| 44/333 [01:14<07:50,  1.63s/it, loss=0.727, pair=0.000, adv=3.292, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 45/333 [01:14<07:59,  1.67s/it, loss=0.727, pair=0.000, adv=3.292, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 45/333 [01:15<07:59,  1.67s/it, loss=0.724, pair=0.000, adv=3.891, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 46/333 [01:15<07:35,  1.59s/it, loss=0.724, pair=0.000, adv=3.891, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 46/333 [01:17<07:35,  1.59s/it, loss=0.752, pair=0.003, adv=3.934, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 47/333 [01:17<07:56,  1.67s/it, loss=0.752, pair=0.003, adv=3.934, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 47/333 [01:19<07:56,  1.67s/it, loss=0.743, pair=0.000, adv=4.137, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 48/333 [01:19<07:40,  1.62s/it, loss=0.743, pair=0.000, adv=4.137, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  14%|▏| 48/333 [01:21<07:40,  1.62s/it, loss=0.806, pair=0.000, adv=4.011, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:21<08:02,  1.70s/it, loss=0.806, pair=0.000, adv=4.011, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 49/333 [01:22<08:02,  1.70s/it, loss=0.763, pair=0.003, adv=4.797, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:22<07:42,  1.63s/it, loss=0.763, pair=0.003, adv=4.797, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 50/333 [01:24<07:42,  1.63s/it, loss=0.745, pair=0.001, adv=4.072, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:24<07:58,  1.70s/it, loss=0.745, pair=0.001, adv=4.072, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  15%|▏| 51/333 [01:25<07:58,  1.70s/it, loss=0.738, pair=0.003, adv=4.102, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:25<07:27,  1.59s/it, loss=0.738, pair=0.003, adv=4.102, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 52/333 [01:27<07:27,  1.59s/it, loss=0.782, pair=0.006, adv=4.160, sprd=0.031]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:27<07:45,  1.66s/it, loss=0.782, pair=0.006, adv=4.160, sprd=0.031]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 53/333 [01:28<07:45,  1.66s/it, loss=0.741, pair=0.003, adv=4.143, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:28<07:26,  1.60s/it, loss=0.741, pair=0.003, adv=4.143, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  16%|▏| 54/333 [01:30<07:26,  1.60s/it, loss=0.749, pair=0.001, adv=4.478, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:30<07:46,  1.68s/it, loss=0.749, pair=0.001, adv=4.478, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 55/333 [01:32<07:46,  1.68s/it, loss=0.757, pair=0.000, adv=4.174, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:32<07:29,  1.62s/it, loss=0.757, pair=0.000, adv=4.174, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 56/333 [01:34<07:29,  1.62s/it, loss=0.824, pair=0.010, adv=4.582, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:34<07:43,  1.68s/it, loss=0.824, pair=0.010, adv=4.582, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 57/333 [01:35<07:43,  1.68s/it, loss=0.727, pair=0.001, adv=4.323, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:35<07:24,  1.61s/it, loss=0.727, pair=0.001, adv=4.323, sprd=0.018]
Ep 040/60 [S2→S3:ramp]:  17%|▏| 58/333 [01:37<07:24,  1.61s/it, loss=0.770, pair=0.001, adv=4.555, sprd=0.030]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:37<07:50,  1.72s/it, loss=0.770, pair=0.001, adv=4.555, sprd=0.030]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 59/333 [01:39<07:50,  1.72s/it, loss=0.758, pair=0.001, adv=4.906, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:39<07:25,  1.63s/it, loss=0.758, pair=0.001, adv=4.906, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 60/333 [01:40<07:25,  1.63s/it, loss=0.806, pair=0.001, adv=4.422, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:40<07:35,  1.67s/it, loss=0.806, pair=0.001, adv=4.422, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  18%|▏| 61/333 [01:42<07:35,  1.67s/it, loss=0.731, pair=0.002, adv=4.211, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:42<07:14,  1.60s/it, loss=0.731, pair=0.002, adv=4.211, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 62/333 [01:43<07:14,  1.60s/it, loss=0.763, pair=0.006, adv=4.899, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:43<07:24,  1.65s/it, loss=0.763, pair=0.006, adv=4.899, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 63/333 [01:45<07:24,  1.65s/it, loss=0.756, pair=0.003, adv=4.866, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:45<07:10,  1.60s/it, loss=0.756, pair=0.003, adv=4.866, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  19%|▏| 64/333 [01:47<07:10,  1.60s/it, loss=0.762, pair=0.003, adv=4.428, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:47<07:26,  1.67s/it, loss=0.762, pair=0.003, adv=4.428, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 65/333 [01:48<07:26,  1.67s/it, loss=0.743, pair=0.003, adv=4.625, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:48<07:11,  1.62s/it, loss=0.743, pair=0.003, adv=4.625, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 66/333 [01:50<07:11,  1.62s/it, loss=0.761, pair=0.005, adv=4.763, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:50<07:16,  1.64s/it, loss=0.761, pair=0.005, adv=4.763, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 67/333 [01:52<07:16,  1.64s/it, loss=0.779, pair=0.001, adv=4.798, sprd=0.033]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:52<07:06,  1.61s/it, loss=0.779, pair=0.001, adv=4.798, sprd=0.033]
Ep 040/60 [S2→S3:ramp]:  20%|▏| 68/333 [01:53<07:06,  1.61s/it, loss=0.742, pair=0.004, adv=4.747, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:53<07:25,  1.69s/it, loss=0.742, pair=0.004, adv=4.747, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 69/333 [01:55<07:25,  1.69s/it, loss=0.765, pair=0.003, adv=4.893, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:55<07:07,  1.62s/it, loss=0.765, pair=0.003, adv=4.893, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 70/333 [01:57<07:07,  1.62s/it, loss=0.742, pair=0.001, adv=4.582, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:57<07:33,  1.73s/it, loss=0.742, pair=0.001, adv=4.582, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  21%|▏| 71/333 [01:58<07:33,  1.73s/it, loss=0.746, pair=0.003, adv=5.035, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 72/333 [01:58<07:09,  1.65s/it, loss=0.746, pair=0.003, adv=5.035, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 72/333 [02:00<07:09,  1.65s/it, loss=0.743, pair=0.007, adv=4.562, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 73/333 [02:00<07:23,  1.70s/it, loss=0.743, pair=0.007, adv=4.562, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 73/333 [02:02<07:23,  1.70s/it, loss=0.737, pair=0.003, adv=4.303, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 74/333 [02:02<07:02,  1.63s/it, loss=0.737, pair=0.003, adv=4.303, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  22%|▏| 74/333 [02:03<07:02,  1.63s/it, loss=0.726, pair=0.000, adv=4.637, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 75/333 [02:03<07:12,  1.68s/it, loss=0.726, pair=0.000, adv=4.637, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 75/333 [02:05<07:12,  1.68s/it, loss=0.739, pair=0.001, adv=4.611, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 76/333 [02:05<06:51,  1.60s/it, loss=0.739, pair=0.001, adv=4.611, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 76/333 [02:07<06:51,  1.60s/it, loss=0.754, pair=0.000, adv=4.809, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 77/333 [02:07<07:06,  1.67s/it, loss=0.754, pair=0.000, adv=4.809, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 77/333 [02:08<07:06,  1.67s/it, loss=0.729, pair=0.000, adv=4.094, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 78/333 [02:08<06:47,  1.60s/it, loss=0.729, pair=0.000, adv=4.094, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  23%|▏| 78/333 [02:10<06:47,  1.60s/it, loss=0.765, pair=0.001, adv=4.207, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 79/333 [02:10<07:07,  1.68s/it, loss=0.765, pair=0.001, adv=4.207, sprd=0.028]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 79/333 [02:11<07:07,  1.68s/it, loss=0.758, pair=0.008, adv=5.156, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 80/333 [02:11<06:48,  1.62s/it, loss=0.758, pair=0.008, adv=5.156, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 80/333 [02:13<06:48,  1.62s/it, loss=0.724, pair=0.000, adv=4.087, sprd=0.016]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 81/333 [02:13<06:54,  1.64s/it, loss=0.724, pair=0.000, adv=4.087, sprd=0.016]
Ep 040/60 [S2→S3:ramp]:  24%|▏| 81/333 [02:15<06:54,  1.64s/it, loss=0.761, pair=0.008, adv=4.851, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 82/333 [02:15<06:43,  1.61s/it, loss=0.761, pair=0.008, adv=4.851, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 82/333 [02:17<06:43,  1.61s/it, loss=0.738, pair=0.008, adv=4.440, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 83/333 [02:17<07:02,  1.69s/it, loss=0.738, pair=0.008, adv=4.440, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  25%|▏| 83/333 [02:18<07:02,  1.69s/it, loss=0.751, pair=0.001, adv=4.738, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▎| 84/333 [02:18<06:46,  1.63s/it, loss=0.751, pair=0.001, adv=4.738, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  25%|▎| 84/333 [02:20<06:46,  1.63s/it, loss=0.743, pair=0.001, adv=4.248, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 85/333 [02:20<07:03,  1.71s/it, loss=0.743, pair=0.001, adv=4.248, sprd=0.023]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 85/333 [02:21<07:03,  1.71s/it, loss=0.745, pair=0.000, adv=4.434, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 86/333 [02:21<06:44,  1.64s/it, loss=0.745, pair=0.000, adv=4.434, sprd=0.021]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 86/333 [02:23<06:44,  1.64s/it, loss=0.746, pair=0.001, adv=4.415, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 87/333 [02:23<06:57,  1.70s/it, loss=0.746, pair=0.001, adv=4.415, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 87/333 [02:25<06:57,  1.70s/it, loss=0.730, pair=0.007, adv=4.545, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 88/333 [02:25<06:35,  1.61s/it, loss=0.730, pair=0.007, adv=4.545, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  26%|▎| 88/333 [02:27<06:35,  1.61s/it, loss=0.786, pair=0.008, adv=4.097, sprd=0.032]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 89/333 [02:27<06:55,  1.70s/it, loss=0.786, pair=0.008, adv=4.097, sprd=0.032]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 89/333 [02:28<06:55,  1.70s/it, loss=0.756, pair=0.000, adv=4.604, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 90/333 [02:28<06:28,  1.60s/it, loss=0.756, pair=0.000, adv=4.604, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 90/333 [02:30<06:28,  1.60s/it, loss=0.757, pair=0.000, adv=4.524, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 91/333 [02:30<06:40,  1.65s/it, loss=0.757, pair=0.000, adv=4.524, sprd=0.025]
Ep 040/60 [S2→S3:ramp]:  27%|▎| 91/333 [02:31<06:40,  1.65s/it, loss=0.762, pair=0.000, adv=4.412, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 92/333 [02:31<06:28,  1.61s/it, loss=0.762, pair=0.000, adv=4.412, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 92/333 [02:33<06:28,  1.61s/it, loss=0.728, pair=0.004, adv=4.722, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 93/333 [02:33<06:43,  1.68s/it, loss=0.728, pair=0.004, adv=4.722, sprd=0.020]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 93/333 [02:34<06:43,  1.68s/it, loss=0.732, pair=0.003, adv=4.363, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 94/333 [02:34<06:25,  1.61s/it, loss=0.732, pair=0.003, adv=4.363, sprd=0.019]
Ep 040/60 [S2→S3:ramp]:  28%|▎| 94/333 [02:36<06:25,  1.61s/it, loss=0.748, pair=0.000, adv=4.838, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 95/333 [02:36<06:38,  1.67s/it, loss=0.748, pair=0.000, adv=4.838, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 95/333 [02:38<06:38,  1.67s/it, loss=0.764, pair=0.000, adv=4.590, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 96/333 [02:38<06:21,  1.61s/it, loss=0.764, pair=0.000, adv=4.590, sprd=0.027]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 96/333 [02:40<06:21,  1.61s/it, loss=0.825, pair=0.003, adv=4.800, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:40<06:30,  1.65s/it, loss=0.825, pair=0.003, adv=4.800, sprd=0.026]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 97/333 [02:41<06:30,  1.65s/it, loss=0.739, pair=0.001, adv=4.502, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:41<06:13,  1.59s/it, loss=0.739, pair=0.001, adv=4.502, sprd=0.022]
Ep 040/60 [S2→S3:ramp]:  29%|▎| 98/333 [02:43<06:13,  1.59s/it, loss=0.757, pair=0.005, adv=4.228, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:43<06:28,  1.66s/it, loss=0.757, pair=0.005, adv=4.228, sprd=0.024]
Ep 040/60 [S2→S3:ramp]:  30%|▎| 99/333 [02:44<06:28,  1.66s/it, loss=0.766, pair=0.002, adv=4.742, sprd=0.029]
Ep 040/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:44<06:17,  1.62s/it, loss=0.766, pair=0.002, adv=4.742, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  30%|▎| 100/333 [02:46<06:17,  1.62s/it, loss=0.734, pair=0.002, adv=4.137, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:46<06:28,  1.68s/it, loss=0.734, pair=0.002, adv=4.137, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  30%|▎| 101/333 [02:48<06:28,  1.68s/it, loss=0.758, pair=0.001, adv=4.106, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:48<06:17,  1.63s/it, loss=0.758, pair=0.001, adv=4.106, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  31%|▎| 102/333 [02:50<06:17,  1.63s/it, loss=0.740, pair=0.000, adv=4.266, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:50<06:35,  1.72s/it, loss=0.740, pair=0.000, adv=4.266, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  31%|▎| 103/333 [02:51<06:35,  1.72s/it, loss=0.757, pair=0.001, adv=4.644, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:51<06:17,  1.65s/it, loss=0.757, pair=0.001, adv=4.644, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  31%|▎| 104/333 [02:53<06:17,  1.65s/it, loss=0.736, pair=0.001, adv=4.339, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:53<06:24,  1.69s/it, loss=0.736, pair=0.001, adv=4.339, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  32%|▎| 105/333 [02:54<06:24,  1.69s/it, loss=0.751, pair=0.001, adv=4.335, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:54<06:04,  1.60s/it, loss=0.751, pair=0.001, adv=4.335, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  32%|▎| 106/333 [02:56<06:04,  1.60s/it, loss=0.741, pair=0.000, adv=4.577, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:56<06:13,  1.65s/it, loss=0.741, pair=0.000, adv=4.577, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  32%|▎| 107/333 [02:57<06:13,  1.65s/it, loss=0.733, pair=0.000, adv=4.278, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:57<05:58,  1.60s/it, loss=0.733, pair=0.000, adv=4.278, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  32%|▎| 108/333 [02:59<05:58,  1.60s/it, loss=0.743, pair=0.000, adv=4.595, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  33%|▎| 109/333 [02:59<06:10,  1.65s/it, loss=0.743, pair=0.000, adv=4.595, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  33%|▎| 109/333 [03:01<06:10,  1.65s/it, loss=0.720, pair=0.000, adv=4.302, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  33%|▎| 110/333 [03:01<05:50,  1.57s/it, loss=0.720, pair=0.000, adv=4.302, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  33%|▎| 110/333 [03:02<05:50,  1.57s/it, loss=0.756, pair=0.001, adv=4.663, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  33%|▎| 111/333 [03:02<06:07,  1.66s/it, loss=0.756, pair=0.001, adv=4.663, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  33%|▎| 111/333 [03:04<06:07,  1.66s/it, loss=0.755, pair=0.003, adv=4.264, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  34%|▎| 112/333 [03:04<05:48,  1.58s/it, loss=0.755, pair=0.003, adv=4.264, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  34%|▎| 112/333 [03:06<05:48,  1.58s/it, loss=0.780, pair=0.002, adv=4.698, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  34%|▎| 113/333 [03:06<06:03,  1.65s/it, loss=0.780, pair=0.002, adv=4.698, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  34%|▎| 113/333 [03:07<06:03,  1.65s/it, loss=0.748, pair=0.001, adv=4.262, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  34%|▎| 114/333 [03:07<05:48,  1.59s/it, loss=0.748, pair=0.001, adv=4.262, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  34%|▎| 114/333 [03:09<05:48,  1.59s/it, loss=0.739, pair=0.000, adv=4.296, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  35%|▎| 115/333 [03:09<06:01,  1.66s/it, loss=0.739, pair=0.000, adv=4.296, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  35%|▎| 115/333 [03:10<06:01,  1.66s/it, loss=0.731, pair=0.007, adv=4.672, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  35%|▎| 116/333 [03:10<05:43,  1.58s/it, loss=0.731, pair=0.007, adv=4.672, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  35%|▎| 116/333 [03:12<05:43,  1.58s/it, loss=0.719, pair=0.001, adv=3.831, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  35%|▎| 117/333 [03:12<05:51,  1.63s/it, loss=0.719, pair=0.001, adv=3.831, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  35%|▎| 117/333 [03:14<05:51,  1.63s/it, loss=0.738, pair=0.005, adv=4.143, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  35%|▎| 118/333 [03:14<05:35,  1.56s/it, loss=0.738, pair=0.005, adv=4.143, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  35%|▎| 118/333 [03:15<05:35,  1.56s/it, loss=0.730, pair=0.001, adv=4.294, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  36%|▎| 119/333 [03:15<05:49,  1.63s/it, loss=0.730, pair=0.001, adv=4.294, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  36%|▎| 119/333 [03:17<05:49,  1.63s/it, loss=0.765, pair=0.002, adv=3.966, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  36%|▎| 120/333 [03:17<05:39,  1.60s/it, loss=0.765, pair=0.002, adv=3.966, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  36%|▎| 120/333 [03:19<05:39,  1.60s/it, loss=0.747, pair=0.005, adv=4.475, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  36%|▎| 121/333 [03:19<05:54,  1.67s/it, loss=0.747, pair=0.005, adv=4.475, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  36%|▎| 121/333 [03:20<05:54,  1.67s/it, loss=0.726, pair=0.000, adv=4.172, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  37%|▎| 122/333 [03:20<05:35,  1.59s/it, loss=0.726, pair=0.000, adv=4.172, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  37%|▎| 122/333 [03:22<05:35,  1.59s/it, loss=0.754, pair=0.004, adv=4.121, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  37%|▎| 123/333 [03:22<05:55,  1.69s/it, loss=0.754, pair=0.004, adv=4.121, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  37%|▎| 123/333 [03:23<05:55,  1.69s/it, loss=0.743, pair=0.011, adv=4.204, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  37%|▎| 124/333 [03:23<05:36,  1.61s/it, loss=0.743, pair=0.011, adv=4.204, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  37%|▎| 124/333 [03:25<05:36,  1.61s/it, loss=0.731, pair=0.002, adv=4.243, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  38%|▍| 125/333 [03:25<05:49,  1.68s/it, loss=0.731, pair=0.002, adv=4.243, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  38%|▍| 125/333 [03:27<05:49,  1.68s/it, loss=0.741, pair=0.001, adv=4.311, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  38%|▍| 126/333 [03:27<05:37,  1.63s/it, loss=0.741, pair=0.001, adv=4.311, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  38%|▍| 126/333 [03:28<05:37,  1.63s/it, loss=0.747, pair=0.008, adv=4.220, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  38%|▍| 127/333 [03:28<05:28,  1.60s/it, loss=0.747, pair=0.008, adv=4.220, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  38%|▍| 127/333 [03:30<05:28,  1.60s/it, loss=0.746, pair=0.002, adv=4.348, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  38%|▍| 128/333 [03:30<05:20,  1.56s/it, loss=0.746, pair=0.002, adv=4.348, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  38%|▍| 128/333 [03:32<05:20,  1.56s/it, loss=0.756, pair=0.000, adv=4.147, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  39%|▍| 129/333 [03:32<05:35,  1.64s/it, loss=0.756, pair=0.000, adv=4.147, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  39%|▍| 129/333 [03:33<05:35,  1.64s/it, loss=0.764, pair=0.005, adv=4.013, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  39%|▍| 130/333 [03:33<05:27,  1.61s/it, loss=0.764, pair=0.005, adv=4.013, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  39%|▍| 130/333 [03:35<05:27,  1.61s/it, loss=0.731, pair=0.000, adv=3.953, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  39%|▍| 131/333 [03:35<05:41,  1.69s/it, loss=0.731, pair=0.000, adv=3.953, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  39%|▍| 131/333 [03:37<05:41,  1.69s/it, loss=0.726, pair=0.001, adv=4.453, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  40%|▍| 132/333 [03:37<05:26,  1.63s/it, loss=0.726, pair=0.001, adv=4.453, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  40%|▍| 132/333 [03:38<05:26,  1.63s/it, loss=0.735, pair=0.000, adv=4.159, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  40%|▍| 133/333 [03:38<05:42,  1.71s/it, loss=0.735, pair=0.000, adv=4.159, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  40%|▍| 133/333 [03:40<05:42,  1.71s/it, loss=0.765, pair=0.003, adv=4.389, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  40%|▍| 134/333 [03:40<05:29,  1.66s/it, loss=0.765, pair=0.003, adv=4.389, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  40%|▍| 134/333 [03:42<05:29,  1.66s/it, loss=0.739, pair=0.003, adv=4.203, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  41%|▍| 135/333 [03:42<05:33,  1.68s/it, loss=0.739, pair=0.003, adv=4.203, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  41%|▍| 135/333 [03:43<05:33,  1.68s/it, loss=0.747, pair=0.009, adv=4.413, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  41%|▍| 136/333 [03:43<05:18,  1.62s/it, loss=0.747, pair=0.009, adv=4.413, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  41%|▍| 136/333 [03:45<05:18,  1.62s/it, loss=0.780, pair=0.002, adv=4.559, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  41%|▍| 137/333 [03:45<05:33,  1.70s/it, loss=0.780, pair=0.002, adv=4.559, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  41%|▍| 137/333 [03:47<05:33,  1.70s/it, loss=0.742, pair=0.009, adv=4.219, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  41%|▍| 138/333 [03:47<05:18,  1.63s/it, loss=0.742, pair=0.009, adv=4.219, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  41%|▍| 138/333 [03:48<05:18,  1.63s/it, loss=0.721, pair=0.002, adv=4.081, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  42%|▍| 139/333 [03:48<05:22,  1.66s/it, loss=0.721, pair=0.002, adv=4.081, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  42%|▍| 139/333 [03:50<05:22,  1.66s/it, loss=0.743, pair=0.008, adv=4.353, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  42%|▍| 140/333 [03:50<05:10,  1.61s/it, loss=0.743, pair=0.008, adv=4.353, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  42%|▍| 140/333 [03:51<05:10,  1.61s/it, loss=0.734, pair=0.000, adv=3.927, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  42%|▍| 141/333 [03:51<05:15,  1.64s/it, loss=0.734, pair=0.000, adv=3.927, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  42%|▍| 141/333 [03:53<05:15,  1.64s/it, loss=0.736, pair=0.009, adv=3.994, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  43%|▍| 142/333 [03:53<04:59,  1.57s/it, loss=0.736, pair=0.009, adv=3.994, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  43%|▍| 142/333 [03:55<04:59,  1.57s/it, loss=0.749, pair=0.005, adv=4.369, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  43%|▍| 143/333 [03:55<05:02,  1.59s/it, loss=0.749, pair=0.005, adv=4.369, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  43%|▍| 143/333 [03:56<05:02,  1.59s/it, loss=0.742, pair=0.000, adv=4.345, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  43%|▍| 144/333 [03:56<04:54,  1.56s/it, loss=0.742, pair=0.000, adv=4.345, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  43%|▍| 144/333 [03:58<04:54,  1.56s/it, loss=0.745, pair=0.003, adv=4.800, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 145/333 [03:58<05:12,  1.66s/it, loss=0.745, pair=0.003, adv=4.800, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 145/333 [03:59<05:12,  1.66s/it, loss=0.745, pair=0.003, adv=3.975, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 146/333 [03:59<05:02,  1.62s/it, loss=0.745, pair=0.003, adv=3.975, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  44%|▍| 146/333 [04:01<05:02,  1.62s/it, loss=0.750, pair=0.003, adv=4.167, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  44%|▍| 147/333 [04:01<05:12,  1.68s/it, loss=0.750, pair=0.003, adv=4.167, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  44%|▍| 147/333 [04:03<05:12,  1.68s/it, loss=0.755, pair=0.004, adv=4.004, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  44%|▍| 148/333 [04:03<05:02,  1.63s/it, loss=0.755, pair=0.004, adv=4.004, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  44%|▍| 148/333 [04:05<05:02,  1.63s/it, loss=0.750, pair=0.000, adv=4.485, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  45%|▍| 149/333 [04:05<05:09,  1.68s/it, loss=0.750, pair=0.000, adv=4.485, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  45%|▍| 149/333 [04:06<05:09,  1.68s/it, loss=0.733, pair=0.005, adv=4.074, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  45%|▍| 150/333 [04:06<04:53,  1.60s/it, loss=0.733, pair=0.005, adv=4.074, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  45%|▍| 150/333 [04:08<04:53,  1.60s/it, loss=0.747, pair=0.004, adv=4.028, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  45%|▍| 151/333 [04:08<05:04,  1.67s/it, loss=0.747, pair=0.004, adv=4.028, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  45%|▍| 151/333 [04:09<05:04,  1.67s/it, loss=0.727, pair=0.003, adv=3.864, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  46%|▍| 152/333 [04:09<04:42,  1.56s/it, loss=0.727, pair=0.003, adv=3.864, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  46%|▍| 152/333 [04:11<04:42,  1.56s/it, loss=0.848, pair=0.005, adv=4.047, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  46%|▍| 153/333 [04:11<04:59,  1.66s/it, loss=0.848, pair=0.005, adv=4.047, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  46%|▍| 153/333 [04:12<04:59,  1.66s/it, loss=0.734, pair=0.001, adv=4.186, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  46%|▍| 154/333 [04:12<04:47,  1.60s/it, loss=0.734, pair=0.001, adv=4.186, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  46%|▍| 154/333 [04:14<04:47,  1.60s/it, loss=0.743, pair=0.000, adv=4.283, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  47%|▍| 155/333 [04:14<04:54,  1.65s/it, loss=0.743, pair=0.000, adv=4.283, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  47%|▍| 155/333 [04:16<04:54,  1.65s/it, loss=0.745, pair=0.002, adv=4.035, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  47%|▍| 156/333 [04:16<04:45,  1.61s/it, loss=0.745, pair=0.002, adv=4.035, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  47%|▍| 156/333 [04:18<04:45,  1.61s/it, loss=0.848, pair=0.001, adv=4.321, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  47%|▍| 157/333 [04:18<04:53,  1.67s/it, loss=0.848, pair=0.001, adv=4.321, sprd=0.032
Ep 040/60 [S2→S3:ramp]:  47%|▍| 157/333 [04:19<04:53,  1.67s/it, loss=0.721, pair=0.000, adv=3.915, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  47%|▍| 158/333 [04:19<04:28,  1.53s/it, loss=0.721, pair=0.000, adv=3.915, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  47%|▍| 158/333 [04:21<04:28,  1.53s/it, loss=0.756, pair=0.000, adv=4.293, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  48%|▍| 159/333 [04:21<04:41,  1.62s/it, loss=0.756, pair=0.000, adv=4.293, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  48%|▍| 159/333 [04:22<04:41,  1.62s/it, loss=0.765, pair=0.003, adv=4.297, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 160/333 [04:22<04:33,  1.58s/it, loss=0.765, pair=0.003, adv=4.297, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 160/333 [04:24<04:33,  1.58s/it, loss=0.771, pair=0.002, adv=4.480, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 161/333 [04:24<04:42,  1.64s/it, loss=0.771, pair=0.002, adv=4.480, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  48%|▍| 161/333 [04:25<04:42,  1.64s/it, loss=0.729, pair=0.004, adv=4.314, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 162/333 [04:25<04:32,  1.60s/it, loss=0.729, pair=0.004, adv=4.314, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  49%|▍| 162/333 [04:27<04:32,  1.60s/it, loss=0.741, pair=0.000, adv=3.886, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  49%|▍| 163/333 [04:27<04:44,  1.67s/it, loss=0.741, pair=0.000, adv=3.886, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  49%|▍| 163/333 [04:29<04:44,  1.67s/it, loss=0.725, pair=0.004, adv=3.999, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  49%|▍| 164/333 [04:29<04:30,  1.60s/it, loss=0.725, pair=0.004, adv=3.999, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  49%|▍| 164/333 [04:30<04:30,  1.60s/it, loss=0.751, pair=0.011, adv=4.342, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 165/333 [04:30<04:38,  1.66s/it, loss=0.751, pair=0.011, adv=4.342, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 165/333 [04:32<04:38,  1.66s/it, loss=0.740, pair=0.004, adv=4.002, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 166/333 [04:32<04:28,  1.61s/it, loss=0.740, pair=0.004, adv=4.002, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  50%|▍| 166/333 [04:34<04:28,  1.61s/it, loss=0.765, pair=0.003, adv=4.168, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  50%|▌| 167/333 [04:34<04:40,  1.69s/it, loss=0.765, pair=0.003, adv=4.168, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  50%|▌| 167/333 [04:35<04:40,  1.69s/it, loss=0.736, pair=0.000, adv=4.110, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  50%|▌| 168/333 [04:35<04:25,  1.61s/it, loss=0.736, pair=0.000, adv=4.110, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  50%|▌| 168/333 [04:37<04:25,  1.61s/it, loss=0.748, pair=0.000, adv=4.011, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  51%|▌| 169/333 [04:37<04:31,  1.65s/it, loss=0.748, pair=0.000, adv=4.011, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  51%|▌| 169/333 [04:38<04:31,  1.65s/it, loss=0.756, pair=0.000, adv=4.226, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  51%|▌| 170/333 [04:38<04:22,  1.61s/it, loss=0.756, pair=0.000, adv=4.226, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  51%|▌| 170/333 [04:40<04:22,  1.61s/it, loss=0.843, pair=0.000, adv=4.371, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  51%|▌| 171/333 [04:40<04:29,  1.66s/it, loss=0.843, pair=0.000, adv=4.371, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  51%|▌| 171/333 [04:42<04:29,  1.66s/it, loss=0.741, pair=0.003, adv=4.141, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  52%|▌| 172/333 [04:42<04:13,  1.57s/it, loss=0.741, pair=0.003, adv=4.141, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  52%|▌| 172/333 [04:44<04:13,  1.57s/it, loss=0.758, pair=0.008, adv=4.209, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  52%|▌| 173/333 [04:44<04:30,  1.69s/it, loss=0.758, pair=0.008, adv=4.209, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  52%|▌| 173/333 [04:45<04:30,  1.69s/it, loss=0.734, pair=0.007, adv=4.102, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  52%|▌| 174/333 [04:45<04:12,  1.59s/it, loss=0.734, pair=0.007, adv=4.102, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  52%|▌| 174/333 [04:47<04:12,  1.59s/it, loss=0.745, pair=0.003, adv=4.617, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  53%|▌| 175/333 [04:47<04:19,  1.64s/it, loss=0.745, pair=0.003, adv=4.617, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  53%|▌| 175/333 [04:48<04:19,  1.64s/it, loss=0.735, pair=0.001, adv=3.907, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  53%|▌| 176/333 [04:48<04:10,  1.59s/it, loss=0.735, pair=0.001, adv=3.907, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  53%|▌| 176/333 [04:50<04:10,  1.59s/it, loss=0.731, pair=0.001, adv=4.093, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  53%|▌| 177/333 [04:50<04:16,  1.64s/it, loss=0.731, pair=0.001, adv=4.093, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  53%|▌| 177/333 [04:51<04:16,  1.64s/it, loss=0.752, pair=0.003, adv=4.609, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  53%|▌| 178/333 [04:51<04:06,  1.59s/it, loss=0.752, pair=0.003, adv=4.609, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  53%|▌| 178/333 [04:53<04:06,  1.59s/it, loss=0.759, pair=0.001, adv=3.912, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  54%|▌| 179/333 [04:53<04:17,  1.67s/it, loss=0.759, pair=0.001, adv=3.912, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  54%|▌| 179/333 [04:55<04:17,  1.67s/it, loss=0.724, pair=0.000, adv=3.776, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  54%|▌| 180/333 [04:55<04:04,  1.60s/it, loss=0.724, pair=0.000, adv=3.776, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  54%|▌| 180/333 [04:57<04:04,  1.60s/it, loss=0.776, pair=0.000, adv=3.972, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  54%|▌| 181/333 [04:57<04:13,  1.67s/it, loss=0.776, pair=0.000, adv=3.972, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  54%|▌| 181/333 [04:58<04:13,  1.67s/it, loss=0.746, pair=0.000, adv=4.290, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  55%|▌| 182/333 [04:58<04:02,  1.61s/it, loss=0.746, pair=0.000, adv=4.290, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  55%|▌| 182/333 [05:00<04:02,  1.61s/it, loss=0.738, pair=0.002, adv=4.030, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  55%|▌| 183/333 [05:00<04:17,  1.71s/it, loss=0.738, pair=0.002, adv=4.030, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  55%|▌| 183/333 [05:02<04:17,  1.71s/it, loss=0.765, pair=0.002, adv=4.099, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  55%|▌| 184/333 [05:02<04:08,  1.67s/it, loss=0.765, pair=0.002, adv=4.099, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  55%|▌| 184/333 [05:03<04:08,  1.67s/it, loss=0.733, pair=0.000, adv=4.069, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  56%|▌| 185/333 [05:03<04:08,  1.68s/it, loss=0.733, pair=0.000, adv=4.069, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  56%|▌| 185/333 [05:05<04:08,  1.68s/it, loss=0.740, pair=0.000, adv=4.222, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  56%|▌| 186/333 [05:05<03:58,  1.62s/it, loss=0.740, pair=0.000, adv=4.222, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  56%|▌| 186/333 [05:07<03:58,  1.62s/it, loss=0.733, pair=0.000, adv=4.172, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  56%|▌| 187/333 [05:07<04:08,  1.70s/it, loss=0.733, pair=0.000, adv=4.172, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  56%|▌| 187/333 [05:08<04:08,  1.70s/it, loss=0.757, pair=0.000, adv=4.227, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  56%|▌| 188/333 [05:08<03:59,  1.65s/it, loss=0.757, pair=0.000, adv=4.227, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  56%|▌| 188/333 [05:09<03:59,  1.65s/it, loss=0.741, pair=0.000, adv=4.125, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  57%|▌| 189/333 [05:09<03:43,  1.55s/it, loss=0.741, pair=0.000, adv=4.125, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  57%|▌| 189/333 [05:10<03:43,  1.55s/it, loss=0.779, pair=0.001, adv=4.214, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  57%|▌| 190/333 [05:10<03:02,  1.28s/it, loss=0.779, pair=0.001, adv=4.214, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  57%|▌| 190/333 [05:11<03:02,  1.28s/it, loss=0.769, pair=0.000, adv=4.057, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  57%|▌| 191/333 [05:11<02:45,  1.16s/it, loss=0.769, pair=0.000, adv=4.057, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  57%|▌| 191/333 [05:12<02:45,  1.16s/it, loss=0.764, pair=0.000, adv=4.374, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  58%|▌| 192/333 [05:12<02:20,  1.00it/s, loss=0.764, pair=0.000, adv=4.374, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  58%|▌| 192/333 [05:12<02:20,  1.00it/s, loss=0.745, pair=0.000, adv=4.355, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  58%|▌| 193/333 [05:12<02:13,  1.05it/s, loss=0.745, pair=0.000, adv=4.355, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  58%|▌| 193/333 [05:13<02:13,  1.05it/s, loss=0.743, pair=0.000, adv=4.019, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  58%|▌| 194/333 [05:13<01:57,  1.18it/s, loss=0.743, pair=0.000, adv=4.019, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  58%|▌| 194/333 [05:14<01:57,  1.18it/s, loss=0.757, pair=0.000, adv=4.143, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  59%|▌| 195/333 [05:14<01:56,  1.19it/s, loss=0.757, pair=0.000, adv=4.143, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  59%|▌| 195/333 [05:14<01:56,  1.19it/s, loss=0.723, pair=0.000, adv=3.902, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  59%|▌| 196/333 [05:14<01:44,  1.31it/s, loss=0.723, pair=0.000, adv=3.902, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  59%|▌| 196/333 [05:15<01:44,  1.31it/s, loss=0.741, pair=0.005, adv=4.306, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  59%|▌| 197/333 [05:15<01:48,  1.26it/s, loss=0.741, pair=0.005, adv=4.306, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  59%|▌| 197/333 [05:16<01:48,  1.26it/s, loss=0.749, pair=0.001, adv=4.231, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  59%|▌| 198/333 [05:16<01:41,  1.33it/s, loss=0.749, pair=0.001, adv=4.231, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  59%|▌| 198/333 [05:17<01:41,  1.33it/s, loss=0.732, pair=0.002, adv=4.381, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  60%|▌| 199/333 [05:17<01:43,  1.29it/s, loss=0.732, pair=0.002, adv=4.381, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  60%|▌| 199/333 [05:17<01:43,  1.29it/s, loss=0.726, pair=0.003, adv=4.178, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  60%|▌| 200/333 [05:17<01:35,  1.40it/s, loss=0.726, pair=0.003, adv=4.178, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  60%|▌| 200/333 [05:18<01:35,  1.40it/s, loss=0.759, pair=0.000, adv=4.083, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  60%|▌| 201/333 [05:18<01:40,  1.32it/s, loss=0.759, pair=0.000, adv=4.083, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  60%|▌| 201/333 [05:19<01:40,  1.32it/s, loss=0.781, pair=0.001, adv=4.100, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  61%|▌| 202/333 [05:19<01:34,  1.38it/s, loss=0.781, pair=0.001, adv=4.100, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  61%|▌| 202/333 [05:20<01:34,  1.38it/s, loss=0.745, pair=0.004, adv=4.122, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  61%|▌| 203/333 [05:20<01:44,  1.24it/s, loss=0.745, pair=0.004, adv=4.122, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  61%|▌| 203/333 [05:20<01:44,  1.24it/s, loss=0.740, pair=0.007, adv=4.323, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  61%|▌| 204/333 [05:20<01:36,  1.34it/s, loss=0.740, pair=0.007, adv=4.323, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  61%|▌| 204/333 [05:21<01:36,  1.34it/s, loss=0.738, pair=0.002, adv=3.895, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  62%|▌| 205/333 [05:21<01:36,  1.33it/s, loss=0.738, pair=0.002, adv=3.895, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  62%|▌| 205/333 [05:22<01:36,  1.33it/s, loss=0.738, pair=0.002, adv=4.026, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  62%|▌| 206/333 [05:22<01:30,  1.41it/s, loss=0.738, pair=0.002, adv=4.026, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  62%|▌| 206/333 [05:23<01:30,  1.41it/s, loss=0.742, pair=0.000, adv=4.188, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  62%|▌| 207/333 [05:23<01:37,  1.29it/s, loss=0.742, pair=0.000, adv=4.188, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  62%|▌| 207/333 [05:23<01:37,  1.29it/s, loss=0.725, pair=0.000, adv=3.917, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  62%|▌| 208/333 [05:23<01:30,  1.38it/s, loss=0.725, pair=0.000, adv=3.917, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  62%|▌| 208/333 [05:24<01:30,  1.38it/s, loss=0.745, pair=0.000, adv=4.254, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  63%|▋| 209/333 [05:24<01:33,  1.32it/s, loss=0.745, pair=0.000, adv=4.254, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  63%|▋| 209/333 [05:25<01:33,  1.32it/s, loss=0.763, pair=0.001, adv=4.265, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  63%|▋| 210/333 [05:25<01:28,  1.39it/s, loss=0.763, pair=0.001, adv=4.265, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  63%|▋| 210/333 [05:26<01:28,  1.39it/s, loss=0.738, pair=0.001, adv=4.266, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  63%|▋| 211/333 [05:26<01:28,  1.37it/s, loss=0.738, pair=0.001, adv=4.266, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  63%|▋| 211/333 [05:26<01:28,  1.37it/s, loss=0.745, pair=0.001, adv=4.071, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  64%|▋| 212/333 [05:26<01:29,  1.35it/s, loss=0.745, pair=0.001, adv=4.071, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  64%|▋| 212/333 [05:27<01:29,  1.35it/s, loss=0.762, pair=0.003, adv=4.381, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  64%|▋| 213/333 [05:27<01:31,  1.31it/s, loss=0.762, pair=0.003, adv=4.381, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  64%|▋| 213/333 [05:28<01:31,  1.31it/s, loss=0.742, pair=0.000, adv=4.286, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  64%|▋| 214/333 [05:28<01:24,  1.40it/s, loss=0.742, pair=0.000, adv=4.286, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  64%|▋| 214/333 [05:29<01:24,  1.40it/s, loss=0.749, pair=0.000, adv=4.158, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  65%|▋| 215/333 [05:29<01:30,  1.30it/s, loss=0.749, pair=0.000, adv=4.158, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  65%|▋| 215/333 [05:29<01:30,  1.30it/s, loss=0.728, pair=0.000, adv=3.815, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  65%|▋| 216/333 [05:29<01:24,  1.39it/s, loss=0.728, pair=0.000, adv=3.815, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  65%|▋| 216/333 [05:30<01:24,  1.39it/s, loss=0.753, pair=0.001, adv=4.282, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  65%|▋| 217/333 [05:30<01:26,  1.33it/s, loss=0.753, pair=0.001, adv=4.282, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  65%|▋| 217/333 [05:31<01:26,  1.33it/s, loss=0.749, pair=0.001, adv=4.007, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  65%|▋| 218/333 [05:31<01:21,  1.41it/s, loss=0.749, pair=0.001, adv=4.007, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  65%|▋| 218/333 [05:32<01:21,  1.41it/s, loss=0.741, pair=0.005, adv=4.022, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  66%|▋| 219/333 [05:32<01:24,  1.34it/s, loss=0.741, pair=0.005, adv=4.022, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  66%|▋| 219/333 [05:32<01:24,  1.34it/s, loss=0.755, pair=0.001, adv=4.378, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  66%|▋| 220/333 [05:32<01:19,  1.41it/s, loss=0.755, pair=0.001, adv=4.378, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  66%|▋| 220/333 [05:33<01:19,  1.41it/s, loss=0.753, pair=0.000, adv=3.571, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  66%|▋| 221/333 [05:33<01:23,  1.34it/s, loss=0.753, pair=0.000, adv=3.571, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  66%|▋| 221/333 [05:34<01:23,  1.34it/s, loss=0.746, pair=0.001, adv=4.155, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  67%|▋| 222/333 [05:34<01:18,  1.41it/s, loss=0.746, pair=0.001, adv=4.155, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  67%|▋| 222/333 [05:34<01:18,  1.41it/s, loss=0.749, pair=0.000, adv=3.924, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  67%|▋| 223/333 [05:34<01:20,  1.37it/s, loss=0.749, pair=0.000, adv=3.924, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  67%|▋| 223/333 [05:35<01:20,  1.37it/s, loss=0.751, pair=0.000, adv=4.025, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  67%|▋| 224/333 [05:35<01:16,  1.43it/s, loss=0.751, pair=0.000, adv=4.025, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  67%|▋| 224/333 [05:36<01:16,  1.43it/s, loss=0.732, pair=0.000, adv=3.866, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  68%|▋| 225/333 [05:36<01:19,  1.36it/s, loss=0.732, pair=0.000, adv=3.866, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  68%|▋| 225/333 [05:36<01:19,  1.36it/s, loss=0.759, pair=0.000, adv=4.084, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  68%|▋| 226/333 [05:36<01:14,  1.43it/s, loss=0.759, pair=0.000, adv=4.084, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  68%|▋| 226/333 [05:37<01:14,  1.43it/s, loss=0.738, pair=0.001, adv=4.030, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  68%|▋| 227/333 [05:37<01:17,  1.37it/s, loss=0.738, pair=0.001, adv=4.030, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  68%|▋| 227/333 [05:38<01:17,  1.37it/s, loss=0.718, pair=0.001, adv=3.789, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  68%|▋| 228/333 [05:38<01:11,  1.46it/s, loss=0.718, pair=0.001, adv=3.789, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  68%|▋| 228/333 [05:39<01:11,  1.46it/s, loss=0.740, pair=0.000, adv=3.828, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 229/333 [05:39<01:14,  1.40it/s, loss=0.740, pair=0.000, adv=3.828, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 229/333 [05:39<01:14,  1.40it/s, loss=0.760, pair=0.002, adv=4.107, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  69%|▋| 230/333 [05:39<01:10,  1.46it/s, loss=0.760, pair=0.002, adv=4.107, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  69%|▋| 230/333 [05:40<01:10,  1.46it/s, loss=0.812, pair=0.000, adv=3.899, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 231/333 [05:40<01:13,  1.38it/s, loss=0.812, pair=0.000, adv=3.899, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  69%|▋| 231/333 [05:41<01:13,  1.38it/s, loss=0.771, pair=0.002, adv=4.214, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  70%|▋| 232/333 [05:41<01:09,  1.44it/s, loss=0.771, pair=0.002, adv=4.214, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  70%|▋| 232/333 [05:42<01:09,  1.44it/s, loss=0.752, pair=0.000, adv=4.247, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  70%|▋| 233/333 [05:42<01:14,  1.34it/s, loss=0.752, pair=0.000, adv=4.247, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  70%|▋| 233/333 [05:42<01:14,  1.34it/s, loss=0.757, pair=0.001, adv=4.241, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  70%|▋| 234/333 [05:42<01:10,  1.41it/s, loss=0.757, pair=0.001, adv=4.241, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  70%|▋| 234/333 [05:43<01:10,  1.41it/s, loss=0.737, pair=0.000, adv=3.972, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  71%|▋| 235/333 [05:43<01:12,  1.36it/s, loss=0.737, pair=0.000, adv=3.972, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  71%|▋| 235/333 [05:44<01:12,  1.36it/s, loss=0.736, pair=0.001, adv=3.917, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  71%|▋| 236/333 [05:44<01:07,  1.43it/s, loss=0.736, pair=0.001, adv=3.917, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  71%|▋| 236/333 [05:44<01:07,  1.43it/s, loss=0.834, pair=0.008, adv=4.351, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  71%|▋| 237/333 [05:44<01:11,  1.35it/s, loss=0.834, pair=0.008, adv=4.351, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  71%|▋| 237/333 [05:45<01:11,  1.35it/s, loss=0.754, pair=0.002, adv=4.031, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  71%|▋| 238/333 [05:45<01:06,  1.42it/s, loss=0.754, pair=0.002, adv=4.031, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  71%|▋| 238/333 [05:46<01:06,  1.42it/s, loss=0.761, pair=0.000, adv=4.559, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  72%|▋| 239/333 [05:46<01:08,  1.38it/s, loss=0.761, pair=0.000, adv=4.559, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  72%|▋| 239/333 [05:46<01:08,  1.38it/s, loss=0.757, pair=0.000, adv=4.016, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  72%|▋| 240/333 [05:46<01:04,  1.44it/s, loss=0.757, pair=0.000, adv=4.016, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  72%|▋| 240/333 [05:47<01:04,  1.44it/s, loss=0.740, pair=0.001, adv=4.387, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  72%|▋| 241/333 [05:47<01:06,  1.39it/s, loss=0.740, pair=0.001, adv=4.387, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  72%|▋| 241/333 [05:48<01:06,  1.39it/s, loss=0.738, pair=0.004, adv=3.969, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  73%|▋| 242/333 [05:48<01:02,  1.46it/s, loss=0.738, pair=0.004, adv=3.969, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  73%|▋| 242/333 [05:49<01:02,  1.46it/s, loss=0.743, pair=0.000, adv=3.723, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  73%|▋| 243/333 [05:49<01:04,  1.39it/s, loss=0.743, pair=0.000, adv=3.723, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  73%|▋| 243/333 [05:49<01:04,  1.39it/s, loss=0.749, pair=0.000, adv=4.352, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  73%|▋| 244/333 [05:49<01:01,  1.45it/s, loss=0.749, pair=0.000, adv=4.352, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  73%|▋| 244/333 [05:50<01:01,  1.45it/s, loss=0.751, pair=0.000, adv=4.415, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  74%|▋| 245/333 [05:50<01:02,  1.40it/s, loss=0.751, pair=0.000, adv=4.415, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  74%|▋| 245/333 [05:51<01:02,  1.40it/s, loss=0.749, pair=0.004, adv=4.094, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  74%|▋| 246/333 [05:51<00:59,  1.46it/s, loss=0.749, pair=0.004, adv=4.094, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  74%|▋| 246/333 [05:51<00:59,  1.46it/s, loss=0.742, pair=0.000, adv=3.863, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  74%|▋| 247/333 [05:51<01:01,  1.40it/s, loss=0.742, pair=0.000, adv=3.863, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  74%|▋| 247/333 [05:52<01:01,  1.40it/s, loss=0.754, pair=0.001, adv=3.773, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  74%|▋| 248/333 [05:52<00:58,  1.46it/s, loss=0.754, pair=0.001, adv=3.773, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  74%|▋| 248/333 [05:53<00:58,  1.46it/s, loss=0.760, pair=0.008, adv=4.358, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:53<01:01,  1.36it/s, loss=0.760, pair=0.008, adv=4.358, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  75%|▋| 249/333 [05:54<01:01,  1.36it/s, loss=0.750, pair=0.007, adv=4.199, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:54<00:58,  1.42it/s, loss=0.750, pair=0.007, adv=4.199, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  75%|▊| 250/333 [05:54<00:58,  1.42it/s, loss=0.757, pair=0.001, adv=4.050, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:54<01:00,  1.36it/s, loss=0.757, pair=0.001, adv=4.050, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  75%|▊| 251/333 [05:55<01:00,  1.36it/s, loss=0.741, pair=0.003, adv=4.056, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:55<00:57,  1.42it/s, loss=0.741, pair=0.003, adv=4.056, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  76%|▊| 252/333 [05:56<00:57,  1.42it/s, loss=0.725, pair=0.000, adv=3.994, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:56<00:58,  1.38it/s, loss=0.725, pair=0.000, adv=3.994, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  76%|▊| 253/333 [05:56<00:58,  1.38it/s, loss=0.770, pair=0.014, adv=4.300, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:56<00:54,  1.44it/s, loss=0.770, pair=0.014, adv=4.300, sprd=0.029
Ep 040/60 [S2→S3:ramp]:  76%|▊| 254/333 [05:57<00:54,  1.44it/s, loss=0.742, pair=0.003, adv=3.913, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:57<00:56,  1.37it/s, loss=0.742, pair=0.003, adv=3.913, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  77%|▊| 255/333 [05:58<00:56,  1.37it/s, loss=0.727, pair=0.002, adv=3.859, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:58<00:52,  1.46it/s, loss=0.727, pair=0.002, adv=3.859, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  77%|▊| 256/333 [05:59<00:52,  1.46it/s, loss=0.751, pair=0.000, adv=3.996, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:59<00:56,  1.34it/s, loss=0.751, pair=0.000, adv=3.996, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 257/333 [05:59<00:56,  1.34it/s, loss=0.753, pair=0.000, adv=3.860, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 258/333 [05:59<00:52,  1.42it/s, loss=0.753, pair=0.000, adv=3.860, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  77%|▊| 258/333 [06:00<00:52,  1.42it/s, loss=0.756, pair=0.001, adv=3.851, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  78%|▊| 259/333 [06:00<00:55,  1.34it/s, loss=0.756, pair=0.001, adv=3.851, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  78%|▊| 259/333 [06:01<00:55,  1.34it/s, loss=0.734, pair=0.001, adv=3.903, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  78%|▊| 260/333 [06:01<00:51,  1.42it/s, loss=0.734, pair=0.001, adv=3.903, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  78%|▊| 260/333 [06:02<00:51,  1.42it/s, loss=0.772, pair=0.003, adv=3.664, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  78%|▊| 261/333 [06:02<00:53,  1.34it/s, loss=0.772, pair=0.003, adv=3.664, sprd=0.030
Ep 040/60 [S2→S3:ramp]:  78%|▊| 261/333 [06:02<00:53,  1.34it/s, loss=0.749, pair=0.000, adv=4.235, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  79%|▊| 262/333 [06:02<00:50,  1.41it/s, loss=0.749, pair=0.000, adv=4.235, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  79%|▊| 262/333 [06:03<00:50,  1.41it/s, loss=0.713, pair=0.001, adv=3.568, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  79%|▊| 263/333 [06:03<00:50,  1.37it/s, loss=0.713, pair=0.001, adv=3.568, sprd=0.015
Ep 040/60 [S2→S3:ramp]:  79%|▊| 263/333 [06:04<00:50,  1.37it/s, loss=0.718, pair=0.000, adv=3.816, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  79%|▊| 264/333 [06:04<00:47,  1.46it/s, loss=0.718, pair=0.000, adv=3.816, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  79%|▊| 264/333 [06:04<00:47,  1.46it/s, loss=0.784, pair=0.001, adv=3.910, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  80%|▊| 265/333 [06:04<00:49,  1.38it/s, loss=0.784, pair=0.001, adv=3.910, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  80%|▊| 265/333 [06:05<00:49,  1.38it/s, loss=0.742, pair=0.002, adv=3.924, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  80%|▊| 266/333 [06:05<00:46,  1.44it/s, loss=0.742, pair=0.002, adv=3.924, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  80%|▊| 266/333 [06:06<00:46,  1.44it/s, loss=0.752, pair=0.001, adv=3.783, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  80%|▊| 267/333 [06:06<00:48,  1.36it/s, loss=0.752, pair=0.001, adv=3.783, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  80%|▊| 267/333 [06:06<00:48,  1.36it/s, loss=0.722, pair=0.000, adv=3.580, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  80%|▊| 268/333 [06:06<00:44,  1.45it/s, loss=0.722, pair=0.000, adv=3.580, sprd=0.016
Ep 040/60 [S2→S3:ramp]:  80%|▊| 268/333 [06:07<00:44,  1.45it/s, loss=0.819, pair=0.004, adv=4.104, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  81%|▊| 269/333 [06:07<00:47,  1.35it/s, loss=0.819, pair=0.004, adv=4.104, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  81%|▊| 269/333 [06:08<00:47,  1.35it/s, loss=0.747, pair=0.001, adv=3.922, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  81%|▊| 270/333 [06:08<00:43,  1.44it/s, loss=0.747, pair=0.001, adv=3.922, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  81%|▊| 270/333 [06:09<00:43,  1.44it/s, loss=0.747, pair=0.000, adv=4.001, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  81%|▊| 271/333 [06:09<00:45,  1.36it/s, loss=0.747, pair=0.000, adv=4.001, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  81%|▊| 271/333 [06:09<00:45,  1.36it/s, loss=0.766, pair=0.007, adv=3.944, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  82%|▊| 272/333 [06:09<00:43,  1.42it/s, loss=0.766, pair=0.007, adv=3.944, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  82%|▊| 272/333 [06:10<00:43,  1.42it/s, loss=0.755, pair=0.009, adv=4.052, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  82%|▊| 273/333 [06:10<00:44,  1.35it/s, loss=0.755, pair=0.009, adv=4.052, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  82%|▊| 273/333 [06:11<00:44,  1.35it/s, loss=0.724, pair=0.000, adv=3.546, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  82%|▊| 274/333 [06:11<00:41,  1.44it/s, loss=0.724, pair=0.000, adv=3.546, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  82%|▊| 274/333 [06:12<00:41,  1.44it/s, loss=0.715, pair=0.000, adv=3.653, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  83%|▊| 275/333 [06:12<00:42,  1.35it/s, loss=0.715, pair=0.000, adv=3.653, sprd=0.017
Ep 040/60 [S2→S3:ramp]:  83%|▊| 275/333 [06:12<00:42,  1.35it/s, loss=0.735, pair=0.002, adv=3.932, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  83%|▊| 276/333 [06:12<00:39,  1.43it/s, loss=0.735, pair=0.002, adv=3.932, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  83%|▊| 276/333 [06:13<00:39,  1.43it/s, loss=0.819, pair=0.000, adv=3.829, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  83%|▊| 277/333 [06:13<00:40,  1.38it/s, loss=0.819, pair=0.000, adv=3.829, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  83%|▊| 277/333 [06:14<00:40,  1.38it/s, loss=0.760, pair=0.002, adv=3.626, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  83%|▊| 278/333 [06:14<00:38,  1.43it/s, loss=0.760, pair=0.002, adv=3.626, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  83%|▊| 278/333 [06:14<00:38,  1.43it/s, loss=0.758, pair=0.001, adv=3.664, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  84%|▊| 279/333 [06:14<00:39,  1.37it/s, loss=0.758, pair=0.001, adv=3.664, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  84%|▊| 279/333 [06:15<00:39,  1.37it/s, loss=0.724, pair=0.001, adv=3.732, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  84%|▊| 280/333 [06:15<00:36,  1.46it/s, loss=0.724, pair=0.001, adv=3.732, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  84%|▊| 280/333 [06:16<00:36,  1.46it/s, loss=0.729, pair=0.003, adv=3.762, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  84%|▊| 281/333 [06:16<00:37,  1.39it/s, loss=0.729, pair=0.003, adv=3.762, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  84%|▊| 281/333 [06:16<00:37,  1.39it/s, loss=0.753, pair=0.000, adv=3.730, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  85%|▊| 282/333 [06:16<00:35,  1.44it/s, loss=0.753, pair=0.000, adv=3.730, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  85%|▊| 282/333 [06:17<00:35,  1.44it/s, loss=0.755, pair=0.000, adv=3.999, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  85%|▊| 283/333 [06:17<00:38,  1.31it/s, loss=0.755, pair=0.000, adv=3.999, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  85%|▊| 283/333 [06:18<00:38,  1.31it/s, loss=0.734, pair=0.000, adv=3.752, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  85%|▊| 284/333 [06:18<00:35,  1.40it/s, loss=0.734, pair=0.000, adv=3.752, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  85%|▊| 284/333 [06:19<00:35,  1.40it/s, loss=0.762, pair=0.005, adv=4.194, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  86%|▊| 285/333 [06:19<00:36,  1.32it/s, loss=0.762, pair=0.005, adv=4.194, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  86%|▊| 285/333 [06:19<00:36,  1.32it/s, loss=0.726, pair=0.001, adv=3.927, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  86%|▊| 286/333 [06:19<00:33,  1.41it/s, loss=0.726, pair=0.001, adv=3.927, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  86%|▊| 286/333 [06:20<00:33,  1.41it/s, loss=0.753, pair=0.000, adv=3.900, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  86%|▊| 287/333 [06:20<00:35,  1.30it/s, loss=0.753, pair=0.000, adv=3.900, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  86%|▊| 287/333 [06:21<00:35,  1.30it/s, loss=0.737, pair=0.000, adv=3.945, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  86%|▊| 288/333 [06:21<00:32,  1.39it/s, loss=0.737, pair=0.000, adv=3.945, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  86%|▊| 288/333 [06:22<00:32,  1.39it/s, loss=0.810, pair=0.000, adv=4.033, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  87%|▊| 289/333 [06:22<00:32,  1.35it/s, loss=0.810, pair=0.000, adv=4.033, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  87%|▊| 289/333 [06:22<00:32,  1.35it/s, loss=0.764, pair=0.003, adv=4.068, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  87%|▊| 290/333 [06:22<00:30,  1.41it/s, loss=0.764, pair=0.003, adv=4.068, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  87%|▊| 290/333 [06:23<00:30,  1.41it/s, loss=0.734, pair=0.003, adv=3.748, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  87%|▊| 291/333 [06:23<00:31,  1.34it/s, loss=0.734, pair=0.003, adv=3.748, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  87%|▊| 291/333 [06:24<00:31,  1.34it/s, loss=0.733, pair=0.000, adv=3.822, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  88%|▉| 292/333 [06:24<00:28,  1.42it/s, loss=0.733, pair=0.000, adv=3.822, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  88%|▉| 292/333 [06:25<00:28,  1.42it/s, loss=0.756, pair=0.007, adv=4.050, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  88%|▉| 293/333 [06:25<00:29,  1.35it/s, loss=0.756, pair=0.007, adv=4.050, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  88%|▉| 293/333 [06:25<00:29,  1.35it/s, loss=0.758, pair=0.003, adv=4.028, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  88%|▉| 294/333 [06:25<00:27,  1.43it/s, loss=0.758, pair=0.003, adv=4.028, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  88%|▉| 294/333 [06:26<00:27,  1.43it/s, loss=0.750, pair=0.004, adv=3.900, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  89%|▉| 295/333 [06:26<00:27,  1.38it/s, loss=0.750, pair=0.004, adv=3.900, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  89%|▉| 295/333 [06:27<00:27,  1.38it/s, loss=0.736, pair=0.010, adv=3.880, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  89%|▉| 296/333 [06:27<00:25,  1.45it/s, loss=0.736, pair=0.010, adv=3.880, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  89%|▉| 296/333 [06:27<00:25,  1.45it/s, loss=0.753, pair=0.010, adv=3.836, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  89%|▉| 297/333 [06:27<00:26,  1.38it/s, loss=0.753, pair=0.010, adv=3.836, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  89%|▉| 297/333 [06:28<00:26,  1.38it/s, loss=0.733, pair=0.007, adv=3.642, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:28<00:23,  1.48it/s, loss=0.733, pair=0.007, adv=3.642, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  89%|▉| 298/333 [06:29<00:23,  1.48it/s, loss=0.753, pair=0.002, adv=3.969, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:29<00:24,  1.36it/s, loss=0.753, pair=0.002, adv=3.969, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  90%|▉| 299/333 [06:29<00:24,  1.36it/s, loss=0.748, pair=0.008, adv=3.844, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:29<00:22,  1.44it/s, loss=0.748, pair=0.008, adv=3.844, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  90%|▉| 300/333 [06:30<00:22,  1.44it/s, loss=0.757, pair=0.007, adv=4.202, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:30<00:23,  1.36it/s, loss=0.757, pair=0.007, adv=4.202, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  90%|▉| 301/333 [06:31<00:23,  1.36it/s, loss=0.748, pair=0.010, adv=3.932, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:31<00:21,  1.45it/s, loss=0.748, pair=0.010, adv=3.932, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  91%|▉| 302/333 [06:32<00:21,  1.45it/s, loss=0.763, pair=0.006, adv=3.860, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:32<00:21,  1.39it/s, loss=0.763, pair=0.006, adv=3.860, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  91%|▉| 303/333 [06:32<00:21,  1.39it/s, loss=0.725, pair=0.003, adv=3.793, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:32<00:19,  1.46it/s, loss=0.725, pair=0.003, adv=3.793, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  91%|▉| 304/333 [06:33<00:19,  1.46it/s, loss=0.782, pair=0.001, adv=4.072, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:33<00:20,  1.37it/s, loss=0.782, pair=0.001, adv=4.072, sprd=0.033
Ep 040/60 [S2→S3:ramp]:  92%|▉| 305/333 [06:34<00:20,  1.37it/s, loss=0.749, pair=0.000, adv=4.062, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:34<00:18,  1.44it/s, loss=0.749, pair=0.000, adv=4.062, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  92%|▉| 306/333 [06:35<00:18,  1.44it/s, loss=0.755, pair=0.000, adv=4.085, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:35<00:19,  1.34it/s, loss=0.755, pair=0.000, adv=4.085, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  92%|▉| 307/333 [06:35<00:19,  1.34it/s, loss=0.729, pair=0.008, adv=3.545, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:35<00:17,  1.43it/s, loss=0.729, pair=0.008, adv=3.545, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  92%|▉| 308/333 [06:36<00:17,  1.43it/s, loss=0.729, pair=0.006, adv=3.753, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  93%|▉| 309/333 [06:36<00:17,  1.36it/s, loss=0.729, pair=0.006, adv=3.753, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  93%|▉| 309/333 [06:37<00:17,  1.36it/s, loss=0.757, pair=0.006, adv=4.010, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  93%|▉| 310/333 [06:37<00:16,  1.43it/s, loss=0.757, pair=0.006, adv=4.010, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  93%|▉| 310/333 [06:37<00:16,  1.43it/s, loss=0.742, pair=0.009, adv=4.062, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  93%|▉| 311/333 [06:37<00:15,  1.39it/s, loss=0.742, pair=0.009, adv=4.062, sprd=0.022
Ep 040/60 [S2→S3:ramp]:  93%|▉| 311/333 [06:38<00:15,  1.39it/s, loss=0.755, pair=0.001, adv=3.747, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  94%|▉| 312/333 [06:38<00:14,  1.44it/s, loss=0.755, pair=0.001, adv=3.747, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  94%|▉| 312/333 [06:39<00:14,  1.44it/s, loss=0.750, pair=0.007, adv=4.015, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  94%|▉| 313/333 [06:39<00:14,  1.38it/s, loss=0.750, pair=0.007, adv=4.015, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  94%|▉| 313/333 [06:39<00:14,  1.38it/s, loss=0.765, pair=0.005, adv=3.797, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  94%|▉| 314/333 [06:39<00:13,  1.43it/s, loss=0.765, pair=0.005, adv=3.797, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  94%|▉| 314/333 [06:40<00:13,  1.43it/s, loss=0.754, pair=0.001, adv=3.951, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  95%|▉| 315/333 [06:40<00:13,  1.36it/s, loss=0.754, pair=0.001, adv=3.951, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  95%|▉| 315/333 [06:41<00:13,  1.36it/s, loss=0.736, pair=0.010, adv=3.707, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  95%|▉| 316/333 [06:41<00:11,  1.43it/s, loss=0.736, pair=0.010, adv=3.707, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  95%|▉| 316/333 [06:42<00:11,  1.43it/s, loss=0.753, pair=0.008, adv=3.992, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  95%|▉| 317/333 [06:42<00:11,  1.36it/s, loss=0.753, pair=0.008, adv=3.992, sprd=0.024
Ep 040/60 [S2→S3:ramp]:  95%|▉| 317/333 [06:42<00:11,  1.36it/s, loss=0.755, pair=0.007, adv=3.991, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  95%|▉| 318/333 [06:42<00:10,  1.41it/s, loss=0.755, pair=0.007, adv=3.991, sprd=0.025
Ep 040/60 [S2→S3:ramp]:  95%|▉| 318/333 [06:43<00:10,  1.41it/s, loss=0.739, pair=0.026, adv=3.488, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  96%|▉| 319/333 [06:43<00:10,  1.36it/s, loss=0.739, pair=0.026, adv=3.488, sprd=0.019
Ep 040/60 [S2→S3:ramp]:  96%|▉| 319/333 [06:44<00:10,  1.36it/s, loss=0.745, pair=0.008, adv=3.762, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  96%|▉| 320/333 [06:44<00:09,  1.43it/s, loss=0.745, pair=0.008, adv=3.762, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  96%|▉| 320/333 [06:45<00:09,  1.43it/s, loss=0.751, pair=0.008, adv=4.151, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  96%|▉| 321/333 [06:45<00:08,  1.36it/s, loss=0.751, pair=0.008, adv=4.151, sprd=0.023
Ep 040/60 [S2→S3:ramp]:  96%|▉| 321/333 [06:45<00:08,  1.36it/s, loss=0.761, pair=0.002, adv=4.132, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  97%|▉| 322/333 [06:45<00:07,  1.42it/s, loss=0.761, pair=0.002, adv=4.132, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  97%|▉| 322/333 [06:46<00:07,  1.42it/s, loss=0.802, pair=0.002, adv=3.521, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  97%|▉| 323/333 [06:46<00:07,  1.34it/s, loss=0.802, pair=0.002, adv=3.521, sprd=0.020
Ep 040/60 [S2→S3:ramp]:  97%|▉| 323/333 [06:47<00:07,  1.34it/s, loss=0.768, pair=0.002, adv=3.839, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  97%|▉| 324/333 [06:47<00:06,  1.41it/s, loss=0.768, pair=0.002, adv=3.839, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  97%|▉| 324/333 [06:47<00:06,  1.41it/s, loss=0.755, pair=0.011, adv=4.217, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  98%|▉| 325/333 [06:47<00:05,  1.38it/s, loss=0.755, pair=0.011, adv=4.217, sprd=0.026
Ep 040/60 [S2→S3:ramp]:  98%|▉| 325/333 [06:48<00:05,  1.38it/s, loss=0.767, pair=0.000, adv=3.755, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  98%|▉| 326/333 [06:48<00:04,  1.44it/s, loss=0.767, pair=0.000, adv=3.755, sprd=0.027
Ep 040/60 [S2→S3:ramp]:  98%|▉| 326/333 [06:49<00:04,  1.44it/s, loss=0.723, pair=0.000, adv=3.611, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  98%|▉| 327/333 [06:49<00:04,  1.39it/s, loss=0.723, pair=0.000, adv=3.611, sprd=0.018
Ep 040/60 [S2→S3:ramp]:  98%|▉| 327/333 [06:49<00:04,  1.39it/s, loss=0.747, pair=0.005, adv=3.537, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  98%|▉| 328/333 [06:49<00:03,  1.45it/s, loss=0.747, pair=0.005, adv=3.537, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  98%|▉| 328/333 [06:50<00:03,  1.45it/s, loss=0.736, pair=0.002, adv=3.958, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  99%|▉| 329/333 [06:50<00:02,  1.42it/s, loss=0.736, pair=0.002, adv=3.958, sprd=0.021
Ep 040/60 [S2→S3:ramp]:  99%|▉| 329/333 [06:51<00:02,  1.42it/s, loss=0.776, pair=0.006, adv=3.892, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  99%|▉| 330/333 [06:51<00:02,  1.46it/s, loss=0.776, pair=0.006, adv=3.892, sprd=0.031
Ep 040/60 [S2→S3:ramp]:  99%|▉| 330/333 [06:52<00:02,  1.46it/s, loss=0.765, pair=0.003, adv=3.852, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  99%|▉| 331/333 [06:52<00:01,  1.37it/s, loss=0.765, pair=0.003, adv=3.852, sprd=0.028
Ep 040/60 [S2→S3:ramp]:  99%|▉| 331/333 [06:52<00:01,  1.37it/s, loss=0.757, pair=0.001, adv=3.605, sprd=0.025
Ep 040/60 [S2→S3:ramp]: 100%|▉| 332/333 [06:52<00:00,  1.43it/s, loss=0.757, pair=0.001, adv=3.605, sprd=0.025
Ep 040/60 [S2→S3:ramp]: 100%|▉| 332/333 [06:53<00:00,  1.43it/s, loss=0.735, pair=0.000, adv=3.663, sprd=0.019
Ep 040/60 [S2→S3:ramp]: 100%|█| 333/333 [06:53<00:00,  1.37it/s, loss=0.735, pair=0.000, adv=3.663, sprd=0.019
                                                                                                              
Epoch 040/60 [S2→S3:ramp]  loss=0.7497  mat=0.3333  sens=1.0126  pair=0.0025  adv=4.1088(rand=3.37)  deg=0.0068  orth=0.0009  spread=0.0234  q_mean=51.0  q_std=16.2  α=0.26 β=0.34 γ=0.52 λ_grl=0.600  lr=3.09e-05  414s

Ep 041/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 041/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.737, pair=0.000, adv=3.921, sprd=0.018]
Ep 041/60 [S3:+sens]:   0%|    | 1/333 [00:01<07:19,  1.32s/it, loss=0.737, pair=0.000, adv=3.921, sprd=0.018]
Ep 041/60 [S3:+sens]:   0%|    | 1/333 [00:01<07:19,  1.32s/it, loss=0.755, pair=0.001, adv=3.791, sprd=0.024]
Ep 041/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:59,  1.11it/s, loss=0.755, pair=0.001, adv=3.791, sprd=0.024]
Ep 041/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:59,  1.11it/s, loss=0.746, pair=0.000, adv=3.629, sprd=0.021]
Ep 041/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:50,  1.14it/s, loss=0.746, pair=0.000, adv=3.629, sprd=0.021]
Ep 041/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:50,  1.14it/s, loss=0.745, pair=0.003, adv=3.731, sprd=0.022]
Ep 041/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:10,  1.31it/s, loss=0.745, pair=0.003, adv=3.731, sprd=0.022]
Ep 041/60 [S3:+sens]:   1%|    | 4/333 [00:04<04:10,  1.31it/s, loss=0.773, pair=0.001, adv=3.805, sprd=0.027]
Ep 041/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:22,  1.25it/s, loss=0.773, pair=0.001, adv=3.805, sprd=0.027]
Ep 041/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:22,  1.25it/s, loss=0.757, pair=0.001, adv=3.746, sprd=0.025]
Ep 041/60 [S3:+sens]:   2%|    | 6/333 [00:04<04:02,  1.35it/s, loss=0.757, pair=0.001, adv=3.746, sprd=0.025]
Ep 041/60 [S3:+sens]:   2%|    | 6/333 [00:05<04:02,  1.35it/s, loss=0.767, pair=0.000, adv=3.684, sprd=0.028]
Ep 041/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:10,  1.30it/s, loss=0.767, pair=0.000, adv=3.684, sprd=0.028]
Ep 041/60 [S3:+sens]:   2%|    | 7/333 [00:06<04:10,  1.30it/s, loss=0.740, pair=0.000, adv=3.631, sprd=0.021]
Ep 041/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:52,  1.40it/s, loss=0.740, pair=0.000, adv=3.631, sprd=0.021]
Ep 041/60 [S3:+sens]:   2%|    | 8/333 [00:07<03:52,  1.40it/s, loss=0.761, pair=0.001, adv=3.770, sprd=0.026]
Ep 041/60 [S3:+sens]:   3%|    | 9/333 [00:07<04:03,  1.33it/s, loss=0.761, pair=0.001, adv=3.770, sprd=0.026]
Ep 041/60 [S3:+sens]:   3%|    | 9/333 [00:07<04:03,  1.33it/s, loss=0.746, pair=0.000, adv=3.913, sprd=0.021]
Ep 041/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:47,  1.42it/s, loss=0.746, pair=0.000, adv=3.913, sprd=0.021]
Ep 041/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:47,  1.42it/s, loss=0.760, pair=0.000, adv=3.979, sprd=0.026]
Ep 041/60 [S3:+sens]:   3%|   | 11/333 [00:08<04:03,  1.32it/s, loss=0.760, pair=0.000, adv=3.979, sprd=0.026]
Ep 041/60 [S3:+sens]:   3%|   | 11/333 [00:09<04:03,  1.32it/s, loss=0.748, pair=0.000, adv=3.762, sprd=0.022]
Ep 041/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:48,  1.40it/s, loss=0.748, pair=0.000, adv=3.762, sprd=0.022]
Ep 041/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:48,  1.40it/s, loss=0.731, pair=0.001, adv=3.560, sprd=0.017]
Ep 041/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:55,  1.36it/s, loss=0.731, pair=0.001, adv=3.560, sprd=0.017]
Ep 041/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:55,  1.36it/s, loss=0.755, pair=0.000, adv=4.009, sprd=0.024]
Ep 041/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:41,  1.44it/s, loss=0.755, pair=0.000, adv=4.009, sprd=0.024]
Ep 041/60 [S3:+sens]:   4%|▏  | 14/333 [00:11<03:41,  1.44it/s, loss=0.826, pair=0.000, adv=3.777, sprd=0.025]
Ep 041/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:55,  1.35it/s, loss=0.826, pair=0.000, adv=3.777, sprd=0.025]
Ep 041/60 [S3:+sens]:   5%|▏  | 15/333 [00:12<03:55,  1.35it/s, loss=0.745, pair=0.000, adv=3.596, sprd=0.020]
Ep 041/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:39,  1.45it/s, loss=0.745, pair=0.000, adv=3.596, sprd=0.020]
Ep 041/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:39,  1.45it/s, loss=0.741, pair=0.000, adv=3.576, sprd=0.019]
Ep 041/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:47,  1.39it/s, loss=0.741, pair=0.000, adv=3.576, sprd=0.019]
Ep 041/60 [S3:+sens]:   5%|▏  | 17/333 [00:13<03:47,  1.39it/s, loss=0.754, pair=0.001, adv=3.943, sprd=0.024]
Ep 041/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:36,  1.46it/s, loss=0.754, pair=0.001, adv=3.943, sprd=0.024]
Ep 041/60 [S3:+sens]:   5%|▏  | 18/333 [00:14<03:36,  1.46it/s, loss=0.765, pair=0.000, adv=3.393, sprd=0.026]
Ep 041/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<04:02,  1.29it/s, loss=0.765, pair=0.000, adv=3.393, sprd=0.026]
Ep 041/60 [S3:+sens]:   6%|▏  | 19/333 [00:15<04:02,  1.29it/s, loss=0.746, pair=0.000, adv=3.772, sprd=0.021]
Ep 041/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:47,  1.38it/s, loss=0.746, pair=0.000, adv=3.772, sprd=0.021]
Ep 041/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:47,  1.38it/s, loss=0.755, pair=0.000, adv=3.653, sprd=0.025]
Ep 041/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<04:02,  1.29it/s, loss=0.755, pair=0.000, adv=3.653, sprd=0.025]
Ep 041/60 [S3:+sens]:   6%|▏  | 21/333 [00:16<04:02,  1.29it/s, loss=0.790, pair=0.000, adv=3.790, sprd=0.032]
Ep 041/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:49,  1.36it/s, loss=0.790, pair=0.000, adv=3.790, sprd=0.032]
Ep 041/60 [S3:+sens]:   7%|▏  | 22/333 [00:17<03:49,  1.36it/s, loss=0.756, pair=0.000, adv=3.727, sprd=0.023]
Ep 041/60 [S3:+sens]:   7%|▏  | 23/333 [00:17<03:54,  1.32it/s, loss=0.756, pair=0.000, adv=3.727, sprd=0.023]
Ep 041/60 [S3:+sens]:   7%|▏  | 23/333 [00:17<03:54,  1.32it/s, loss=0.745, pair=0.005, adv=3.779, sprd=0.019]
Ep 041/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:36,  1.43it/s, loss=0.745, pair=0.005, adv=3.779, sprd=0.019]
Ep 041/60 [S3:+sens]:   7%|▏  | 24/333 [00:18<03:36,  1.43it/s, loss=0.775, pair=0.002, adv=3.972, sprd=0.030]
Ep 041/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:45,  1.36it/s, loss=0.775, pair=0.002, adv=3.972, sprd=0.030]
Ep 041/60 [S3:+sens]:   8%|▏  | 25/333 [00:19<03:45,  1.36it/s, loss=0.772, pair=0.003, adv=3.898, sprd=0.028]
Ep 041/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:35,  1.43it/s, loss=0.772, pair=0.003, adv=3.898, sprd=0.028]
Ep 041/60 [S3:+sens]:   8%|▏  | 26/333 [00:20<03:35,  1.43it/s, loss=0.753, pair=0.001, adv=3.890, sprd=0.024]
Ep 041/60 [S3:+sens]:   8%|▏  | 27/333 [00:20<03:42,  1.38it/s, loss=0.753, pair=0.001, adv=3.890, sprd=0.024]
Ep 041/60 [S3:+sens]:   8%|▏  | 27/333 [00:20<03:42,  1.38it/s, loss=0.752, pair=0.001, adv=3.526, sprd=0.025]
Ep 041/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:31,  1.44it/s, loss=0.752, pair=0.001, adv=3.526, sprd=0.025]
Ep 041/60 [S3:+sens]:   8%|▎  | 28/333 [00:21<03:31,  1.44it/s, loss=0.733, pair=0.007, adv=3.369, sprd=0.019]
Ep 041/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:37,  1.40it/s, loss=0.733, pair=0.007, adv=3.369, sprd=0.019]
Ep 041/60 [S3:+sens]:   9%|▎  | 29/333 [00:22<03:37,  1.40it/s, loss=0.776, pair=0.005, adv=3.748, sprd=0.027]
Ep 041/60 [S3:+sens]:   9%|▎  | 30/333 [00:22<03:29,  1.45it/s, loss=0.776, pair=0.005, adv=3.748, sprd=0.027]
Ep 041/60 [S3:+sens]:   9%|▎  | 30/333 [00:22<03:29,  1.45it/s, loss=0.742, pair=0.000, adv=3.681, sprd=0.020]
Ep 041/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:32,  1.42it/s, loss=0.742, pair=0.000, adv=3.681, sprd=0.020]
Ep 041/60 [S3:+sens]:   9%|▎  | 31/333 [00:23<03:32,  1.42it/s, loss=0.724, pair=0.000, adv=3.512, sprd=0.015]
Ep 041/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:19,  1.51it/s, loss=0.724, pair=0.000, adv=3.512, sprd=0.015]
Ep 041/60 [S3:+sens]:  10%|▎  | 32/333 [00:24<03:19,  1.51it/s, loss=0.753, pair=0.000, adv=3.706, sprd=0.022]
Ep 041/60 [S3:+sens]:  10%|▎  | 33/333 [00:24<03:37,  1.38it/s, loss=0.753, pair=0.000, adv=3.706, sprd=0.022]
Ep 041/60 [S3:+sens]:  10%|▎  | 33/333 [00:24<03:37,  1.38it/s, loss=0.743, pair=0.003, adv=3.764, sprd=0.022]
Ep 041/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:25,  1.45it/s, loss=0.743, pair=0.003, adv=3.764, sprd=0.022]
Ep 041/60 [S3:+sens]:  10%|▎  | 34/333 [00:25<03:25,  1.45it/s, loss=0.760, pair=0.003, adv=3.899, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:34,  1.39it/s, loss=0.760, pair=0.003, adv=3.899, sprd=0.025]
Ep 041/60 [S3:+sens]:  11%|▎  | 35/333 [00:26<03:34,  1.39it/s, loss=0.750, pair=0.000, adv=3.798, sprd=0.022]
Ep 041/60 [S3:+sens]:  11%|▎  | 36/333 [00:26<03:22,  1.46it/s, loss=0.750, pair=0.000, adv=3.798, sprd=0.022]
Ep 041/60 [S3:+sens]:  11%|▎  | 36/333 [00:27<03:22,  1.46it/s, loss=0.750, pair=0.003, adv=3.888, sprd=0.023]
Ep 041/60 [S3:+sens]:  11%|▎  | 37/333 [00:27<03:32,  1.39it/s, loss=0.750, pair=0.003, adv=3.888, sprd=0.023]
Ep 041/60 [S3:+sens]:  11%|▎  | 37/333 [00:27<03:32,  1.39it/s, loss=0.762, pair=0.000, adv=3.989, sprd=0.026]
Ep 041/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:23,  1.45it/s, loss=0.762, pair=0.000, adv=3.989, sprd=0.026]
Ep 041/60 [S3:+sens]:  11%|▎  | 38/333 [00:28<03:23,  1.45it/s, loss=0.744, pair=0.000, adv=3.739, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 39/333 [00:28<03:36,  1.36it/s, loss=0.744, pair=0.000, adv=3.739, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 39/333 [00:29<03:36,  1.36it/s, loss=0.757, pair=0.000, adv=3.645, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 40/333 [00:29<03:24,  1.43it/s, loss=0.757, pair=0.000, adv=3.645, sprd=0.022]
Ep 041/60 [S3:+sens]:  12%|▎  | 40/333 [00:29<03:24,  1.43it/s, loss=0.758, pair=0.000, adv=3.913, sprd=0.024]
Ep 041/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:31,  1.38it/s, loss=0.758, pair=0.000, adv=3.913, sprd=0.024]
Ep 041/60 [S3:+sens]:  12%|▎  | 41/333 [00:30<03:31,  1.38it/s, loss=0.739, pair=0.000, adv=3.650, sprd=0.022]
Ep 041/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:19,  1.46it/s, loss=0.739, pair=0.000, adv=3.650, sprd=0.022]
Ep 041/60 [S3:+sens]:  13%|▍  | 42/333 [00:31<03:19,  1.46it/s, loss=0.743, pair=0.000, adv=3.720, sprd=0.021]
Ep 041/60 [S3:+sens]:  13%|▍  | 43/333 [00:31<03:23,  1.43it/s, loss=0.743, pair=0.000, adv=3.720, sprd=0.021]
Ep 041/60 [S3:+sens]:  13%|▍  | 43/333 [00:31<03:23,  1.43it/s, loss=0.777, pair=0.002, adv=4.001, sprd=0.031]
Ep 041/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:16,  1.47it/s, loss=0.777, pair=0.002, adv=4.001, sprd=0.031]
Ep 041/60 [S3:+sens]:  13%|▍  | 44/333 [00:32<03:16,  1.47it/s, loss=0.762, pair=0.000, adv=3.700, sprd=0.026]
Ep 041/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:25,  1.40it/s, loss=0.762, pair=0.000, adv=3.700, sprd=0.026]
Ep 041/60 [S3:+sens]:  14%|▍  | 45/333 [00:33<03:25,  1.40it/s, loss=0.767, pair=0.000, adv=3.462, sprd=0.027]
Ep 041/60 [S3:+sens]:  14%|▍  | 46/333 [00:33<03:17,  1.45it/s, loss=0.767, pair=0.000, adv=3.462, sprd=0.027]
Ep 041/60 [S3:+sens]:  14%|▍  | 46/333 [00:34<03:17,  1.45it/s, loss=0.734, pair=0.006, adv=3.446, sprd=0.017]
Ep 041/60 [S3:+sens]:  14%|▍  | 47/333 [00:34<03:27,  1.38it/s, loss=0.734, pair=0.006, adv=3.446, sprd=0.017]
Ep 041/60 [S3:+sens]:  14%|▍  | 47/333 [00:34<03:27,  1.38it/s, loss=0.768, pair=0.000, adv=3.883, sprd=0.026]
Ep 041/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:16,  1.45it/s, loss=0.768, pair=0.000, adv=3.883, sprd=0.026]
Ep 041/60 [S3:+sens]:  14%|▍  | 48/333 [00:35<03:16,  1.45it/s, loss=0.829, pair=0.000, adv=3.662, sprd=0.024]
Ep 041/60 [S3:+sens]:  15%|▍  | 49/333 [00:35<03:23,  1.40it/s, loss=0.829, pair=0.000, adv=3.662, sprd=0.024]
Ep 041/60 [S3:+sens]:  15%|▍  | 49/333 [00:36<03:23,  1.40it/s, loss=0.756, pair=0.003, adv=3.663, sprd=0.023]
Ep 041/60 [S3:+sens]:  15%|▍  | 50/333 [00:36<03:13,  1.47it/s, loss=0.756, pair=0.003, adv=3.663, sprd=0.023]
Ep 041/60 [S3:+sens]:  15%|▍  | 50/333 [00:36<03:13,  1.47it/s, loss=0.768, pair=0.004, adv=3.532, sprd=0.028]
Ep 041/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:22,  1.39it/s, loss=0.768, pair=0.004, adv=3.532, sprd=0.028]
Ep 041/60 [S3:+sens]:  15%|▍  | 51/333 [00:37<03:22,  1.39it/s, loss=0.739, pair=0.016, adv=3.451, sprd=0.019]
Ep 041/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:07,  1.50it/s, loss=0.739, pair=0.016, adv=3.451, sprd=0.019]
Ep 041/60 [S3:+sens]:  16%|▍  | 52/333 [00:38<03:07,  1.50it/s, loss=0.771, pair=0.001, adv=3.765, sprd=0.028]
Ep 041/60 [S3:+sens]:  16%|▍  | 53/333 [00:38<03:20,  1.39it/s, loss=0.771, pair=0.001, adv=3.765, sprd=0.028]
Ep 041/60 [S3:+sens]:  16%|▍  | 53/333 [00:38<03:20,  1.39it/s, loss=0.747, pair=0.008, adv=4.065, sprd=0.023]
Ep 041/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:07,  1.49it/s, loss=0.747, pair=0.008, adv=4.065, sprd=0.023]
Ep 041/60 [S3:+sens]:  16%|▍  | 54/333 [00:39<03:07,  1.49it/s, loss=0.744, pair=0.000, adv=3.841, sprd=0.021]
Ep 041/60 [S3:+sens]:  17%|▍  | 55/333 [00:39<03:13,  1.44it/s, loss=0.744, pair=0.000, adv=3.841, sprd=0.021]
Ep 041/60 [S3:+sens]:  17%|▍  | 55/333 [00:40<03:13,  1.44it/s, loss=0.766, pair=0.001, adv=3.576, sprd=0.027]
Ep 041/60 [S3:+sens]:  17%|▌  | 56/333 [00:40<03:06,  1.49it/s, loss=0.766, pair=0.001, adv=3.576, sprd=0.027]
Ep 041/60 [S3:+sens]:  17%|▌  | 56/333 [00:40<03:06,  1.49it/s, loss=0.742, pair=0.080, adv=3.291, sprd=0.016]
Ep 041/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:08,  1.46it/s, loss=0.742, pair=0.080, adv=3.291, sprd=0.016]
Ep 041/60 [S3:+sens]:  17%|▌  | 57/333 [00:41<03:08,  1.46it/s, loss=0.750, pair=0.000, adv=3.748, sprd=0.022]
Ep 041/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:02,  1.51it/s, loss=0.750, pair=0.000, adv=3.748, sprd=0.022]
Ep 041/60 [S3:+sens]:  17%|▌  | 58/333 [00:42<03:02,  1.51it/s, loss=0.780, pair=0.002, adv=3.790, sprd=0.029]
Ep 041/60 [S3:+sens]:  18%|▌  | 59/333 [00:42<03:16,  1.39it/s, loss=0.780, pair=0.002, adv=3.790, sprd=0.029]
Ep 041/60 [S3:+sens]:  18%|▌  | 59/333 [00:43<03:16,  1.39it/s, loss=0.755, pair=0.006, adv=3.570, sprd=0.022]
Ep 041/60 [S3:+sens]:  18%|▌  | 60/333 [00:43<03:06,  1.46it/s, loss=0.755, pair=0.006, adv=3.570, sprd=0.022]
Ep 041/60 [S3:+sens]:  18%|▌  | 60/333 [00:43<03:06,  1.46it/s, loss=0.749, pair=0.003, adv=3.903, sprd=0.023]
Ep 041/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:17,  1.38it/s, loss=0.749, pair=0.003, adv=3.903, sprd=0.023]
Ep 041/60 [S3:+sens]:  18%|▌  | 61/333 [00:44<03:17,  1.38it/s, loss=0.746, pair=0.001, adv=3.570, sprd=0.021]
Ep 041/60 [S3:+sens]:  19%|▌  | 62/333 [00:44<03:06,  1.45it/s, loss=0.746, pair=0.001, adv=3.570, sprd=0.021]
Ep 041/60 [S3:+sens]:  19%|▌  | 62/333 [00:45<03:06,  1.45it/s, loss=0.734, pair=0.000, adv=3.837, sprd=0.020]
Ep 041/60 [S3:+sens]:  19%|▌  | 63/333 [00:45<03:12,  1.40it/s, loss=0.734, pair=0.000, adv=3.837, sprd=0.020]
Ep 041/60 [S3:+sens]:  19%|▌  | 63/333 [00:45<03:12,  1.40it/s, loss=0.753, pair=0.001, adv=3.802, sprd=0.023]
Ep 041/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:02,  1.47it/s, loss=0.753, pair=0.001, adv=3.802, sprd=0.023]
Ep 041/60 [S3:+sens]:  19%|▌  | 64/333 [00:46<03:02,  1.47it/s, loss=0.741, pair=0.000, adv=3.716, sprd=0.019]
Ep 041/60 [S3:+sens]:  20%|▌  | 65/333 [00:46<03:11,  1.40it/s, loss=0.741, pair=0.000, adv=3.716, sprd=0.019]
Ep 041/60 [S3:+sens]:  20%|▌  | 65/333 [00:47<03:11,  1.40it/s, loss=0.761, pair=0.005, adv=3.766, sprd=0.025]
Ep 041/60 [S3:+sens]:  20%|▌  | 66/333 [00:47<03:03,  1.46it/s, loss=0.761, pair=0.005, adv=3.766, sprd=0.025]
Ep 041/60 [S3:+sens]:  20%|▌  | 66/333 [00:48<03:03,  1.46it/s, loss=0.823, pair=0.000, adv=3.848, sprd=0.024]
Ep 041/60 [S3:+sens]:  20%|▌  | 67/333 [00:48<03:10,  1.40it/s, loss=0.823, pair=0.000, adv=3.848, sprd=0.024]
Ep 041/60 [S3:+sens]:  20%|▌  | 67/333 [00:48<03:10,  1.40it/s, loss=0.756, pair=0.000, adv=3.877, sprd=0.025]
Ep 041/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<03:00,  1.47it/s, loss=0.756, pair=0.000, adv=3.877, sprd=0.025]
Ep 041/60 [S3:+sens]:  20%|▌  | 68/333 [00:49<03:00,  1.47it/s, loss=0.766, pair=0.000, adv=3.845, sprd=0.026]
Ep 041/60 [S3:+sens]:  21%|▌  | 69/333 [00:49<03:10,  1.38it/s, loss=0.766, pair=0.000, adv=3.845, sprd=0.026]
Ep 041/60 [S3:+sens]:  21%|▌  | 69/333 [00:50<03:10,  1.38it/s, loss=0.736, pair=0.001, adv=3.773, sprd=0.018]
Ep 041/60 [S3:+sens]:  21%|▋  | 70/333 [00:50<02:58,  1.47it/s, loss=0.736, pair=0.001, adv=3.773, sprd=0.018]
Ep 041/60 [S3:+sens]:  21%|▋  | 70/333 [00:50<02:58,  1.47it/s, loss=0.759, pair=0.000, adv=3.491, sprd=0.024]
Ep 041/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:07,  1.39it/s, loss=0.759, pair=0.000, adv=3.491, sprd=0.024]
Ep 041/60 [S3:+sens]:  21%|▋  | 71/333 [00:51<03:07,  1.39it/s, loss=0.760, pair=0.000, adv=3.694, sprd=0.025]
Ep 041/60 [S3:+sens]:  22%|▋  | 72/333 [00:51<02:57,  1.47it/s, loss=0.760, pair=0.000, adv=3.694, sprd=0.025]
Ep 041/60 [S3:+sens]:  22%|▋  | 72/333 [00:52<02:57,  1.47it/s, loss=0.746, pair=0.005, adv=3.714, sprd=0.020]
Ep 041/60 [S3:+sens]:  22%|▋  | 73/333 [00:52<03:02,  1.42it/s, loss=0.746, pair=0.005, adv=3.714, sprd=0.020]
Ep 041/60 [S3:+sens]:  22%|▋  | 73/333 [00:52<03:02,  1.42it/s, loss=0.743, pair=0.000, adv=3.502, sprd=0.021]
Ep 041/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:51,  1.51it/s, loss=0.743, pair=0.000, adv=3.502, sprd=0.021]
Ep 041/60 [S3:+sens]:  22%|▋  | 74/333 [00:53<02:51,  1.51it/s, loss=0.775, pair=0.004, adv=3.699, sprd=0.028]
Ep 041/60 [S3:+sens]:  23%|▋  | 75/333 [00:53<03:01,  1.42it/s, loss=0.775, pair=0.004, adv=3.699, sprd=0.028]
Ep 041/60 [S3:+sens]:  23%|▋  | 75/333 [00:54<03:01,  1.42it/s, loss=0.751, pair=0.003, adv=3.821, sprd=0.023]
Ep 041/60 [S3:+sens]:  23%|▋  | 76/333 [00:54<02:52,  1.49it/s, loss=0.751, pair=0.003, adv=3.821, sprd=0.023]
Ep 041/60 [S3:+sens]:  23%|▋  | 76/333 [00:54<02:52,  1.49it/s, loss=0.736, pair=0.006, adv=3.506, sprd=0.019]
Ep 041/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:59,  1.42it/s, loss=0.736, pair=0.006, adv=3.506, sprd=0.019]
Ep 041/60 [S3:+sens]:  23%|▋  | 77/333 [00:55<02:59,  1.42it/s, loss=0.748, pair=0.000, adv=3.632, sprd=0.020]
Ep 041/60 [S3:+sens]:  23%|▋  | 78/333 [00:55<02:50,  1.49it/s, loss=0.748, pair=0.000, adv=3.632, sprd=0.020]
Ep 041/60 [S3:+sens]:  23%|▋  | 78/333 [00:56<02:50,  1.49it/s, loss=0.727, pair=0.000, adv=3.655, sprd=0.018]
Ep 041/60 [S3:+sens]:  24%|▋  | 79/333 [00:56<02:55,  1.45it/s, loss=0.727, pair=0.000, adv=3.655, sprd=0.018]
Ep 041/60 [S3:+sens]:  24%|▋  | 79/333 [00:56<02:55,  1.45it/s, loss=0.749, pair=0.000, adv=3.589, sprd=0.021]
Ep 041/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:48,  1.50it/s, loss=0.749, pair=0.000, adv=3.589, sprd=0.021]
Ep 041/60 [S3:+sens]:  24%|▋  | 80/333 [00:57<02:48,  1.50it/s, loss=0.749, pair=0.002, adv=3.540, sprd=0.021]
Ep 041/60 [S3:+sens]:  24%|▋  | 81/333 [00:57<02:55,  1.43it/s, loss=0.749, pair=0.002, adv=3.540, sprd=0.021]
Ep 041/60 [S3:+sens]:  24%|▋  | 81/333 [00:58<02:55,  1.43it/s, loss=0.727, pair=0.002, adv=3.527, sprd=0.017]
Ep 041/60 [S3:+sens]:  25%|▋  | 82/333 [00:58<02:44,  1.53it/s, loss=0.727, pair=0.002, adv=3.527, sprd=0.017]
Ep 041/60 [S3:+sens]:  25%|▋  | 82/333 [00:58<02:44,  1.53it/s, loss=0.722, pair=0.000, adv=3.244, sprd=0.018]
Ep 041/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:49,  1.47it/s, loss=0.722, pair=0.000, adv=3.244, sprd=0.018]
Ep 041/60 [S3:+sens]:  25%|▋  | 83/333 [00:59<02:49,  1.47it/s, loss=0.765, pair=0.003, adv=3.922, sprd=0.027]
Ep 041/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:45,  1.51it/s, loss=0.765, pair=0.003, adv=3.922, sprd=0.027]
Ep 041/60 [S3:+sens]:  25%|▊  | 84/333 [01:00<02:45,  1.51it/s, loss=0.739, pair=0.000, adv=3.863, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 85/333 [01:00<02:52,  1.44it/s, loss=0.739, pair=0.000, adv=3.863, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 85/333 [01:00<02:52,  1.44it/s, loss=0.731, pair=0.001, adv=3.842, sprd=0.019]
Ep 041/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:41,  1.53it/s, loss=0.731, pair=0.001, adv=3.842, sprd=0.019]
Ep 041/60 [S3:+sens]:  26%|▊  | 86/333 [01:01<02:41,  1.53it/s, loss=0.740, pair=0.001, adv=3.826, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 87/333 [01:01<02:51,  1.44it/s, loss=0.740, pair=0.001, adv=3.826, sprd=0.021]
Ep 041/60 [S3:+sens]:  26%|▊  | 87/333 [01:02<02:51,  1.44it/s, loss=0.801, pair=0.002, adv=4.047, sprd=0.035]
Ep 041/60 [S3:+sens]:  26%|▊  | 88/333 [01:02<02:46,  1.47it/s, loss=0.801, pair=0.002, adv=4.047, sprd=0.035]
Ep 041/60 [S3:+sens]:  26%|▊  | 88/333 [01:03<02:46,  1.47it/s, loss=0.752, pair=0.007, adv=3.701, sprd=0.022]
Ep 041/60 [S3:+sens]:  27%|▊  | 89/333 [01:03<02:50,  1.43it/s, loss=0.752, pair=0.007, adv=3.701, sprd=0.022]
Ep 041/60 [S3:+sens]:  27%|▊  | 89/333 [01:03<02:50,  1.43it/s, loss=0.758, pair=0.001, adv=4.171, sprd=0.023]
Ep 041/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:43,  1.48it/s, loss=0.758, pair=0.001, adv=4.171, sprd=0.023]
Ep 041/60 [S3:+sens]:  27%|▊  | 90/333 [01:04<02:43,  1.48it/s, loss=0.781, pair=0.000, adv=4.364, sprd=0.030]
Ep 041/60 [S3:+sens]:  27%|▊  | 91/333 [01:04<02:50,  1.42it/s, loss=0.781, pair=0.000, adv=4.364, sprd=0.030]
Ep 041/60 [S3:+sens]:  27%|▊  | 91/333 [01:05<02:50,  1.42it/s, loss=0.748, pair=0.002, adv=3.964, sprd=0.023]
Ep 041/60 [S3:+sens]:  28%|▊  | 92/333 [01:05<02:43,  1.48it/s, loss=0.748, pair=0.002, adv=3.964, sprd=0.023]
Ep 041/60 [S3:+sens]:  28%|▊  | 92/333 [01:05<02:43,  1.48it/s, loss=0.732, pair=0.001, adv=3.901, sprd=0.017]
Ep 041/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:47,  1.43it/s, loss=0.732, pair=0.001, adv=3.901, sprd=0.017]
Ep 041/60 [S3:+sens]:  28%|▊  | 93/333 [01:06<02:47,  1.43it/s, loss=0.742, pair=0.001, adv=4.312, sprd=0.022]
Ep 041/60 [S3:+sens]:  28%|▊  | 94/333 [01:06<02:40,  1.49it/s, loss=0.742, pair=0.001, adv=4.312, sprd=0.022]
Ep 041/60 [S3:+sens]:  28%|▊  | 94/333 [01:07<02:40,  1.49it/s, loss=0.748, pair=0.000, adv=4.067, sprd=0.022]
Ep 041/60 [S3:+sens]:  29%|▊  | 95/333 [01:07<02:46,  1.43it/s, loss=0.748, pair=0.000, adv=4.067, sprd=0.022]
Ep 041/60 [S3:+sens]:  29%|▊  | 95/333 [01:07<02:46,  1.43it/s, loss=0.757, pair=0.000, adv=4.247, sprd=0.027]
Ep 041/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:41,  1.47it/s, loss=0.757, pair=0.000, adv=4.247, sprd=0.027]
Ep 041/60 [S3:+sens]:  29%|▊  | 96/333 [01:08<02:41,  1.47it/s, loss=0.767, pair=0.001, adv=3.876, sprd=0.027]
Ep 041/60 [S3:+sens]:  29%|▊  | 97/333 [01:08<02:51,  1.38it/s, loss=0.767, pair=0.001, adv=3.876, sprd=0.027]
Ep 041/60 [S3:+sens]:  29%|▊  | 97/333 [01:09<02:51,  1.38it/s, loss=0.746, pair=0.000, adv=4.109, sprd=0.021]
Ep 041/60 [S3:+sens]:  29%|▉  | 98/333 [01:09<02:41,  1.45it/s, loss=0.746, pair=0.000, adv=4.109, sprd=0.021]
Ep 041/60 [S3:+sens]:  29%|▉  | 98/333 [01:10<02:41,  1.45it/s, loss=0.736, pair=0.000, adv=4.020, sprd=0.019]
Ep 041/60 [S3:+sens]:  30%|▉  | 99/333 [01:10<02:46,  1.41it/s, loss=0.736, pair=0.000, adv=4.020, sprd=0.019]
Ep 041/60 [S3:+sens]:  30%|▉  | 99/333 [01:10<02:46,  1.41it/s, loss=0.754, pair=0.000, adv=4.047, sprd=0.025]
Ep 041/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:38,  1.47it/s, loss=0.754, pair=0.000, adv=4.047, sprd=0.025]
Ep 041/60 [S3:+sens]:  30%|▌ | 100/333 [01:11<02:38,  1.47it/s, loss=0.820, pair=0.001, adv=4.246, sprd=0.024]
Ep 041/60 [S3:+sens]:  30%|▌ | 101/333 [01:11<02:42,  1.42it/s, loss=0.820, pair=0.001, adv=4.246, sprd=0.024]
Ep 041/60 [S3:+sens]:  30%|▌ | 101/333 [01:12<02:42,  1.42it/s, loss=0.732, pair=0.002, adv=3.846, sprd=0.020]
Ep 041/60 [S3:+sens]:  31%|▌ | 102/333 [01:12<02:35,  1.49it/s, loss=0.732, pair=0.002, adv=3.846, sprd=0.020]
Ep 041/60 [S3:+sens]:  31%|▌ | 102/333 [01:12<02:35,  1.49it/s, loss=0.750, pair=0.000, adv=4.091, sprd=0.024]
Ep 041/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:42,  1.42it/s, loss=0.750, pair=0.000, adv=4.091, sprd=0.024]
Ep 041/60 [S3:+sens]:  31%|▌ | 103/333 [01:13<02:42,  1.42it/s, loss=0.748, pair=0.001, adv=3.951, sprd=0.023]
Ep 041/60 [S3:+sens]:  31%|▌ | 104/333 [01:13<02:34,  1.48it/s, loss=0.748, pair=0.001, adv=3.951, sprd=0.023]
Ep 041/60 [S3:+sens]:  31%|▌ | 104/333 [01:14<02:34,  1.48it/s, loss=0.749, pair=0.000, adv=4.261, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 105/333 [01:14<02:39,  1.43it/s, loss=0.749, pair=0.000, adv=4.261, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 105/333 [01:14<02:39,  1.43it/s, loss=0.742, pair=0.000, adv=3.712, sprd=0.020]
Ep 041/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:31,  1.50it/s, loss=0.742, pair=0.000, adv=3.712, sprd=0.020]
Ep 041/60 [S3:+sens]:  32%|▋ | 106/333 [01:15<02:31,  1.50it/s, loss=0.773, pair=0.000, adv=4.275, sprd=0.028]
Ep 041/60 [S3:+sens]:  32%|▋ | 107/333 [01:15<02:43,  1.39it/s, loss=0.773, pair=0.000, adv=4.275, sprd=0.028]
Ep 041/60 [S3:+sens]:  32%|▋ | 107/333 [01:16<02:43,  1.39it/s, loss=0.748, pair=0.001, adv=4.104, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 108/333 [01:16<02:34,  1.46it/s, loss=0.748, pair=0.001, adv=4.104, sprd=0.024]
Ep 041/60 [S3:+sens]:  32%|▋ | 108/333 [01:16<02:34,  1.46it/s, loss=0.752, pair=0.001, adv=3.423, sprd=0.020]
Ep 041/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:39,  1.41it/s, loss=0.752, pair=0.001, adv=3.423, sprd=0.020]
Ep 041/60 [S3:+sens]:  33%|▋ | 109/333 [01:17<02:39,  1.41it/s, loss=0.757, pair=0.000, adv=4.276, sprd=0.025]
Ep 041/60 [S3:+sens]:  33%|▋ | 110/333 [01:17<02:31,  1.47it/s, loss=0.757, pair=0.000, adv=4.276, sprd=0.025]
Ep 041/60 [S3:+sens]:  33%|▋ | 110/333 [01:18<02:31,  1.47it/s, loss=0.822, pair=0.000, adv=4.100, sprd=0.022]
Ep 041/60 [S3:+sens]:  33%|▋ | 111/333 [01:18<02:36,  1.42it/s, loss=0.822, pair=0.000, adv=4.100, sprd=0.022]
Ep 041/60 [S3:+sens]:  33%|▋ | 111/333 [01:18<02:36,  1.42it/s, loss=0.770, pair=0.001, adv=4.033, sprd=0.024]
Ep 041/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:27,  1.50it/s, loss=0.770, pair=0.001, adv=4.033, sprd=0.024]
Ep 041/60 [S3:+sens]:  34%|▋ | 112/333 [01:19<02:27,  1.50it/s, loss=0.741, pair=0.000, adv=3.841, sprd=0.020]
Ep 041/60 [S3:+sens]:  34%|▋ | 113/333 [01:19<02:31,  1.45it/s, loss=0.741, pair=0.000, adv=3.841, sprd=0.020]
Ep 041/60 [S3:+sens]:  34%|▋ | 113/333 [01:20<02:31,  1.45it/s, loss=0.747, pair=0.000, adv=4.096, sprd=0.023]
Ep 041/60 [S3:+sens]:  34%|▋ | 114/333 [01:20<02:24,  1.51it/s, loss=0.747, pair=0.000, adv=4.096, sprd=0.023]
Ep 041/60 [S3:+sens]:  34%|▋ | 114/333 [01:21<02:24,  1.51it/s, loss=0.775, pair=0.001, adv=3.851, sprd=0.028]
Ep 041/60 [S3:+sens]:  35%|▋ | 115/333 [01:21<02:34,  1.41it/s, loss=0.775, pair=0.001, adv=3.851, sprd=0.028]
Ep 041/60 [S3:+sens]:  35%|▋ | 115/333 [01:21<02:34,  1.41it/s, loss=0.751, pair=0.003, adv=3.828, sprd=0.022]
Ep 041/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:24,  1.50it/s, loss=0.751, pair=0.003, adv=3.828, sprd=0.022]
Ep 041/60 [S3:+sens]:  35%|▋ | 116/333 [01:22<02:24,  1.50it/s, loss=0.755, pair=0.003, adv=4.082, sprd=0.023]
Ep 041/60 [S3:+sens]:  35%|▋ | 117/333 [01:22<02:28,  1.45it/s, loss=0.755, pair=0.003, adv=4.082, sprd=0.023]
Ep 041/60 [S3:+sens]:  35%|▋ | 117/333 [01:23<02:28,  1.45it/s, loss=0.768, pair=0.000, adv=3.587, sprd=0.027]
Ep 041/60 [S3:+sens]:  35%|▋ | 118/333 [01:23<02:24,  1.49it/s, loss=0.768, pair=0.000, adv=3.587, sprd=0.027]
Ep 041/60 [S3:+sens]:  35%|▋ | 118/333 [01:23<02:24,  1.49it/s, loss=0.769, pair=0.000, adv=3.619, sprd=0.024]
Ep 041/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:38,  1.35it/s, loss=0.769, pair=0.000, adv=3.619, sprd=0.024]
Ep 041/60 [S3:+sens]:  36%|▋ | 119/333 [01:24<02:38,  1.35it/s, loss=0.737, pair=0.000, adv=4.194, sprd=0.021]
Ep 041/60 [S3:+sens]:  36%|▋ | 120/333 [01:24<02:26,  1.46it/s, loss=0.737, pair=0.000, adv=4.194, sprd=0.021]
Ep 041/60 [S3:+sens]:  36%|▋ | 120/333 [01:25<02:26,  1.46it/s, loss=0.757, pair=0.000, adv=3.965, sprd=0.024]
Ep 041/60 [S3:+sens]:  36%|▋ | 121/333 [01:25<02:35,  1.37it/s, loss=0.757, pair=0.000, adv=3.965, sprd=0.024]
Ep 041/60 [S3:+sens]:  36%|▋ | 121/333 [01:25<02:35,  1.37it/s, loss=0.764, pair=0.000, adv=3.748, sprd=0.028]
Ep 041/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:26,  1.44it/s, loss=0.764, pair=0.000, adv=3.748, sprd=0.028]
Ep 041/60 [S3:+sens]:  37%|▋ | 122/333 [01:26<02:26,  1.44it/s, loss=0.739, pair=0.000, adv=4.121, sprd=0.021]
Ep 041/60 [S3:+sens]:  37%|▋ | 123/333 [01:26<02:29,  1.41it/s, loss=0.739, pair=0.000, adv=4.121, sprd=0.021]
Ep 041/60 [S3:+sens]:  37%|▋ | 123/333 [01:27<02:29,  1.41it/s, loss=0.762, pair=0.000, adv=4.106, sprd=0.026]
Ep 041/60 [S3:+sens]:  37%|▋ | 124/333 [01:27<02:20,  1.49it/s, loss=0.762, pair=0.000, adv=4.106, sprd=0.026]
Ep 041/60 [S3:+sens]:  37%|▋ | 124/333 [01:28<02:20,  1.49it/s, loss=0.758, pair=0.000, adv=3.854, sprd=0.025]
Ep 041/60 [S3:+sens]:  38%|▊ | 125/333 [01:28<02:28,  1.40it/s, loss=0.758, pair=0.000, adv=3.854, sprd=0.025]
Ep 041/60 [S3:+sens]:  38%|▊ | 125/333 [01:28<02:28,  1.40it/s, loss=0.774, pair=0.003, adv=4.038, sprd=0.029]
Ep 041/60 [S3:+sens]:  38%|▊ | 126/333 [01:28<02:22,  1.46it/s, loss=0.774, pair=0.003, adv=4.038, sprd=0.029]
Ep 041/60 [S3:+sens]:  38%|▊ | 126/333 [01:29<02:22,  1.46it/s, loss=0.818, pair=0.000, adv=4.089, sprd=0.024]
Ep 041/60 [S3:+sens]:  38%|▊ | 127/333 [01:29<02:25,  1.41it/s, loss=0.818, pair=0.000, adv=4.089, sprd=0.024]
Ep 041/60 [S3:+sens]:  38%|▊ | 127/333 [01:30<02:25,  1.41it/s, loss=0.753, pair=0.001, adv=4.143, sprd=0.023]
Ep 041/60 [S3:+sens]:  38%|▊ | 128/333 [01:30<02:18,  1.48it/s, loss=0.753, pair=0.001, adv=4.143, sprd=0.023]
Ep 041/60 [S3:+sens]:  38%|▊ | 128/333 [01:30<02:18,  1.48it/s, loss=0.760, pair=0.003, adv=3.983, sprd=0.026]
Ep 041/60 [S3:+sens]:  39%|▊ | 129/333 [01:30<02:23,  1.42it/s, loss=0.760, pair=0.003, adv=3.983, sprd=0.026]
Ep 041/60 [S3:+sens]:  39%|▊ | 129/333 [01:31<02:23,  1.42it/s, loss=0.722, pair=0.001, adv=3.451, sprd=0.015]
Ep 041/60 [S3:+sens]:  39%|▊ | 130/333 [01:31<02:14,  1.51it/s, loss=0.722, pair=0.001, adv=3.451, sprd=0.015]
Ep 041/60 [S3:+sens]:  39%|▊ | 130/333 [01:32<02:14,  1.51it/s, loss=0.748, pair=0.000, adv=3.566, sprd=0.022]
Ep 041/60 [S3:+sens]:  39%|▊ | 131/333 [01:32<02:24,  1.40it/s, loss=0.748, pair=0.000, adv=3.566, sprd=0.022]
Ep 041/60 [S3:+sens]:  39%|▊ | 131/333 [01:32<02:24,  1.40it/s, loss=0.750, pair=0.002, adv=3.759, sprd=0.023]
Ep 041/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:15,  1.48it/s, loss=0.750, pair=0.002, adv=3.759, sprd=0.023]
Ep 041/60 [S3:+sens]:  40%|▊ | 132/333 [01:33<02:15,  1.48it/s, loss=0.744, pair=0.000, adv=3.991, sprd=0.022]
Ep 041/60 [S3:+sens]:  40%|▊ | 133/333 [01:33<02:20,  1.43it/s, loss=0.744, pair=0.000, adv=3.991, sprd=0.022]
Ep 041/60 [S3:+sens]:  40%|▊ | 133/333 [01:34<02:20,  1.43it/s, loss=0.756, pair=0.012, adv=4.089, sprd=0.025]
Ep 041/60 [S3:+sens]:  40%|▊ | 134/333 [01:34<02:13,  1.49it/s, loss=0.756, pair=0.012, adv=4.089, sprd=0.025]
Ep 041/60 [S3:+sens]:  40%|▊ | 134/333 [01:34<02:13,  1.49it/s, loss=0.729, pair=0.000, adv=3.813, sprd=0.016]
Ep 041/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:16,  1.45it/s, loss=0.729, pair=0.000, adv=3.813, sprd=0.016]
Ep 041/60 [S3:+sens]:  41%|▊ | 135/333 [01:35<02:16,  1.45it/s, loss=0.752, pair=0.000, adv=3.796, sprd=0.023]
Ep 041/60 [S3:+sens]:  41%|▊ | 136/333 [01:35<02:11,  1.50it/s, loss=0.752, pair=0.000, adv=3.796, sprd=0.023]
Ep 041/60 [S3:+sens]:  41%|▊ | 136/333 [01:36<02:11,  1.50it/s, loss=0.743, pair=0.000, adv=3.994, sprd=0.022]
Ep 041/60 [S3:+sens]:  41%|▊ | 137/333 [01:36<02:16,  1.44it/s, loss=0.743, pair=0.000, adv=3.994, sprd=0.022]
Ep 041/60 [S3:+sens]:  41%|▊ | 137/333 [01:36<02:16,  1.44it/s, loss=0.746, pair=0.012, adv=4.007, sprd=0.023]
Ep 041/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:09,  1.50it/s, loss=0.746, pair=0.012, adv=4.007, sprd=0.023]
Ep 041/60 [S3:+sens]:  41%|▊ | 138/333 [01:37<02:09,  1.50it/s, loss=0.742, pair=0.004, adv=3.971, sprd=0.022]
Ep 041/60 [S3:+sens]:  42%|▊ | 139/333 [01:37<02:15,  1.43it/s, loss=0.742, pair=0.004, adv=3.971, sprd=0.022]
Ep 041/60 [S3:+sens]:  42%|▊ | 139/333 [01:38<02:15,  1.43it/s, loss=0.745, pair=0.002, adv=3.727, sprd=0.021]
Ep 041/60 [S3:+sens]:  42%|▊ | 140/333 [01:38<02:08,  1.51it/s, loss=0.745, pair=0.002, adv=3.727, sprd=0.021]
Ep 041/60 [S3:+sens]:  42%|▊ | 140/333 [01:38<02:08,  1.51it/s, loss=0.760, pair=0.000, adv=4.135, sprd=0.024]
Ep 041/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:13,  1.44it/s, loss=0.760, pair=0.000, adv=4.135, sprd=0.024]
Ep 041/60 [S3:+sens]:  42%|▊ | 141/333 [01:39<02:13,  1.44it/s, loss=0.778, pair=0.003, adv=4.056, sprd=0.030]
Ep 041/60 [S3:+sens]:  43%|▊ | 142/333 [01:39<02:08,  1.48it/s, loss=0.778, pair=0.003, adv=4.056, sprd=0.030]
Ep 041/60 [S3:+sens]:  43%|▊ | 142/333 [01:40<02:08,  1.48it/s, loss=0.759, pair=0.000, adv=3.939, sprd=0.025]
Ep 041/60 [S3:+sens]:  43%|▊ | 143/333 [01:40<02:12,  1.43it/s, loss=0.759, pair=0.000, adv=3.939, sprd=0.025]
Ep 041/60 [S3:+sens]:  43%|▊ | 143/333 [01:40<02:12,  1.43it/s, loss=0.750, pair=0.001, adv=4.101, sprd=0.023]
Ep 041/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:06,  1.49it/s, loss=0.750, pair=0.001, adv=4.101, sprd=0.023]
Ep 041/60 [S3:+sens]:  43%|▊ | 144/333 [01:41<02:06,  1.49it/s, loss=0.751, pair=0.001, adv=3.955, sprd=0.023]
Ep 041/60 [S3:+sens]:  44%|▊ | 145/333 [01:41<02:13,  1.41it/s, loss=0.751, pair=0.001, adv=3.955, sprd=0.023]
Ep 041/60 [S3:+sens]:  44%|▊ | 145/333 [01:42<02:13,  1.41it/s, loss=0.753, pair=0.006, adv=4.236, sprd=0.022]
Ep 041/60 [S3:+sens]:  44%|▉ | 146/333 [01:42<02:04,  1.50it/s, loss=0.753, pair=0.006, adv=4.236, sprd=0.022]
Ep 041/60 [S3:+sens]:  44%|▉ | 146/333 [01:43<02:04,  1.50it/s, loss=0.740, pair=0.014, adv=4.016, sprd=0.020]
Ep 041/60 [S3:+sens]:  44%|▉ | 147/333 [01:43<02:10,  1.43it/s, loss=0.740, pair=0.014, adv=4.016, sprd=0.020]
Ep 041/60 [S3:+sens]:  44%|▉ | 147/333 [01:43<02:10,  1.43it/s, loss=0.745, pair=0.002, adv=3.900, sprd=0.022]
Ep 041/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:03,  1.49it/s, loss=0.745, pair=0.002, adv=3.900, sprd=0.022]
Ep 041/60 [S3:+sens]:  44%|▉ | 148/333 [01:44<02:03,  1.49it/s, loss=0.732, pair=0.001, adv=4.043, sprd=0.019]
Ep 041/60 [S3:+sens]:  45%|▉ | 149/333 [01:44<02:08,  1.44it/s, loss=0.732, pair=0.001, adv=4.043, sprd=0.019]
Ep 041/60 [S3:+sens]:  45%|▉ | 149/333 [01:45<02:08,  1.44it/s, loss=0.728, pair=0.009, adv=3.698, sprd=0.018]
Ep 041/60 [S3:+sens]:  45%|▉ | 150/333 [01:45<02:01,  1.51it/s, loss=0.728, pair=0.009, adv=3.698, sprd=0.018]
Ep 041/60 [S3:+sens]:  45%|▉ | 150/333 [01:45<02:01,  1.51it/s, loss=0.740, pair=0.003, adv=3.813, sprd=0.020]
Ep 041/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:06,  1.44it/s, loss=0.740, pair=0.003, adv=3.813, sprd=0.020]
Ep 041/60 [S3:+sens]:  45%|▉ | 151/333 [01:46<02:06,  1.44it/s, loss=0.743, pair=0.000, adv=3.901, sprd=0.023]
Ep 041/60 [S3:+sens]:  46%|▉ | 152/333 [01:46<02:00,  1.50it/s, loss=0.743, pair=0.000, adv=3.901, sprd=0.023]
Ep 041/60 [S3:+sens]:  46%|▉ | 152/333 [01:47<02:00,  1.50it/s, loss=0.827, pair=0.003, adv=3.969, sprd=0.024]
Ep 041/60 [S3:+sens]:  46%|▉ | 153/333 [01:47<02:04,  1.45it/s, loss=0.827, pair=0.003, adv=3.969, sprd=0.024]
Ep 041/60 [S3:+sens]:  46%|▉ | 153/333 [01:47<02:04,  1.45it/s, loss=0.803, pair=0.013, adv=3.990, sprd=0.035]
Ep 041/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:00,  1.48it/s, loss=0.803, pair=0.013, adv=3.990, sprd=0.035]
Ep 041/60 [S3:+sens]:  46%|▉ | 154/333 [01:48<02:00,  1.48it/s, loss=0.742, pair=0.001, adv=3.799, sprd=0.019]
Ep 041/60 [S3:+sens]:  47%|▉ | 155/333 [01:48<02:08,  1.38it/s, loss=0.742, pair=0.001, adv=3.799, sprd=0.019]
Ep 041/60 [S3:+sens]:  47%|▉ | 155/333 [01:49<02:08,  1.38it/s, loss=0.739, pair=0.004, adv=4.154, sprd=0.020]
Ep 041/60 [S3:+sens]:  47%|▉ | 156/333 [01:49<02:00,  1.47it/s, loss=0.739, pair=0.004, adv=4.154, sprd=0.020]
Ep 041/60 [S3:+sens]:  47%|▉ | 156/333 [01:50<02:00,  1.47it/s, loss=0.743, pair=0.000, adv=3.794, sprd=0.022]
Ep 041/60 [S3:+sens]:  47%|▉ | 157/333 [01:50<02:08,  1.37it/s, loss=0.743, pair=0.000, adv=3.794, sprd=0.022]
Ep 041/60 [S3:+sens]:  47%|▉ | 157/333 [01:50<02:08,  1.37it/s, loss=0.750, pair=0.009, adv=3.691, sprd=0.024]
Ep 041/60 [S3:+sens]:  47%|▉ | 158/333 [01:50<02:00,  1.45it/s, loss=0.750, pair=0.009, adv=3.691, sprd=0.024]
Ep 041/60 [S3:+sens]:  47%|▉ | 158/333 [01:51<02:00,  1.45it/s, loss=0.764, pair=0.001, adv=4.101, sprd=0.025]
Ep 041/60 [S3:+sens]:  48%|▉ | 159/333 [01:51<02:04,  1.40it/s, loss=0.764, pair=0.001, adv=4.101, sprd=0.025]
Ep 041/60 [S3:+sens]:  48%|▉ | 159/333 [01:52<02:04,  1.40it/s, loss=0.741, pair=0.000, adv=3.910, sprd=0.022]
Ep 041/60 [S3:+sens]:  48%|▉ | 160/333 [01:52<01:57,  1.47it/s, loss=0.741, pair=0.000, adv=3.910, sprd=0.022]
Ep 041/60 [S3:+sens]:  48%|▉ | 160/333 [01:52<01:57,  1.47it/s, loss=0.775, pair=0.011, adv=3.897, sprd=0.027]
Ep 041/60 [S3:+sens]:  48%|▉ | 161/333 [01:52<02:03,  1.40it/s, loss=0.775, pair=0.011, adv=3.897, sprd=0.027]
Ep 041/60 [S3:+sens]:  48%|▉ | 161/333 [01:53<02:03,  1.40it/s, loss=0.768, pair=0.010, adv=3.954, sprd=0.027]
Ep 041/60 [S3:+sens]:  49%|▉ | 162/333 [01:53<01:56,  1.47it/s, loss=0.768, pair=0.010, adv=3.954, sprd=0.027]
Ep 041/60 [S3:+sens]:  49%|▉ | 162/333 [01:54<01:56,  1.47it/s, loss=0.736, pair=0.003, adv=3.689, sprd=0.018]
Ep 041/60 [S3:+sens]:  49%|▉ | 163/333 [01:54<02:00,  1.41it/s, loss=0.736, pair=0.003, adv=3.689, sprd=0.018]
Ep 041/60 [S3:+sens]:  49%|▉ | 163/333 [01:54<02:00,  1.41it/s, loss=0.740, pair=0.003, adv=3.968, sprd=0.021]
Ep 041/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:53,  1.48it/s, loss=0.740, pair=0.003, adv=3.968, sprd=0.021]
Ep 041/60 [S3:+sens]:  49%|▉ | 164/333 [01:55<01:53,  1.48it/s, loss=0.767, pair=0.005, adv=3.775, sprd=0.026]
Ep 041/60 [S3:+sens]:  50%|▉ | 165/333 [01:55<01:58,  1.41it/s, loss=0.767, pair=0.005, adv=3.775, sprd=0.026]
Ep 041/60 [S3:+sens]:  50%|▉ | 165/333 [01:56<01:58,  1.41it/s, loss=0.739, pair=0.000, adv=3.848, sprd=0.020]
Ep 041/60 [S3:+sens]:  50%|▉ | 166/333 [01:56<01:52,  1.48it/s, loss=0.739, pair=0.000, adv=3.848, sprd=0.020]
Ep 041/60 [S3:+sens]:  50%|▉ | 166/333 [01:56<01:52,  1.48it/s, loss=0.767, pair=0.013, adv=3.738, sprd=0.027]
Ep 041/60 [S3:+sens]:  50%|█ | 167/333 [01:56<01:57,  1.41it/s, loss=0.767, pair=0.013, adv=3.738, sprd=0.027]
Ep 041/60 [S3:+sens]:  50%|█ | 167/333 [01:57<01:57,  1.41it/s, loss=0.757, pair=0.010, adv=3.795, sprd=0.023]
Ep 041/60 [S3:+sens]:  50%|█ | 168/333 [01:57<01:51,  1.48it/s, loss=0.757, pair=0.010, adv=3.795, sprd=0.023]
Ep 041/60 [S3:+sens]:  50%|█ | 168/333 [01:58<01:51,  1.48it/s, loss=0.735, pair=0.003, adv=3.632, sprd=0.019]
Ep 041/60 [S3:+sens]:  51%|█ | 169/333 [01:58<01:55,  1.42it/s, loss=0.735, pair=0.003, adv=3.632, sprd=0.019]
Ep 041/60 [S3:+sens]:  51%|█ | 169/333 [01:58<01:55,  1.42it/s, loss=0.754, pair=0.005, adv=3.747, sprd=0.024]
Ep 041/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:50,  1.48it/s, loss=0.754, pair=0.005, adv=3.747, sprd=0.024]
Ep 041/60 [S3:+sens]:  51%|█ | 170/333 [01:59<01:50,  1.48it/s, loss=0.746, pair=0.005, adv=3.772, sprd=0.021]
Ep 041/60 [S3:+sens]:  51%|█ | 171/333 [01:59<01:53,  1.42it/s, loss=0.746, pair=0.005, adv=3.772, sprd=0.021]
Ep 041/60 [S3:+sens]:  51%|█ | 171/333 [02:00<01:53,  1.42it/s, loss=0.778, pair=0.005, adv=3.752, sprd=0.030]
Ep 041/60 [S3:+sens]:  52%|█ | 172/333 [02:00<01:50,  1.46it/s, loss=0.778, pair=0.005, adv=3.752, sprd=0.030]
Ep 041/60 [S3:+sens]:  52%|█ | 172/333 [02:01<01:50,  1.46it/s, loss=0.755, pair=0.000, adv=4.057, sprd=0.022]
Ep 041/60 [S3:+sens]:  52%|█ | 173/333 [02:01<01:52,  1.43it/s, loss=0.755, pair=0.000, adv=4.057, sprd=0.022]
Ep 041/60 [S3:+sens]:  52%|█ | 173/333 [02:01<01:52,  1.43it/s, loss=0.745, pair=0.003, adv=3.994, sprd=0.021]
Ep 041/60 [S3:+sens]:  52%|█ | 174/333 [02:01<01:45,  1.50it/s, loss=0.745, pair=0.003, adv=3.994, sprd=0.021]
Ep 041/60 [S3:+sens]:  52%|█ | 174/333 [02:02<01:45,  1.50it/s, loss=0.745, pair=0.003, adv=3.926, sprd=0.020]
Ep 041/60 [S3:+sens]:  53%|█ | 175/333 [02:02<01:47,  1.47it/s, loss=0.745, pair=0.003, adv=3.926, sprd=0.020]
Ep 041/60 [S3:+sens]:  53%|█ | 175/333 [02:02<01:47,  1.47it/s, loss=0.743, pair=0.001, adv=4.040, sprd=0.022]
Ep 041/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:40,  1.56it/s, loss=0.743, pair=0.001, adv=4.040, sprd=0.022]
Ep 041/60 [S3:+sens]:  53%|█ | 176/333 [02:03<01:40,  1.56it/s, loss=0.750, pair=0.000, adv=3.824, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 177/333 [02:03<01:44,  1.50it/s, loss=0.750, pair=0.000, adv=3.824, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 177/333 [02:04<01:44,  1.50it/s, loss=0.751, pair=0.000, adv=3.698, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 178/333 [02:04<01:40,  1.55it/s, loss=0.751, pair=0.000, adv=3.698, sprd=0.024]
Ep 041/60 [S3:+sens]:  53%|█ | 178/333 [02:05<01:40,  1.55it/s, loss=0.737, pair=0.001, adv=3.956, sprd=0.019]
Ep 041/60 [S3:+sens]:  54%|█ | 179/333 [02:05<01:45,  1.46it/s, loss=0.737, pair=0.001, adv=3.956, sprd=0.019]
Ep 041/60 [S3:+sens]:  54%|█ | 179/333 [02:05<01:45,  1.46it/s, loss=0.775, pair=0.000, adv=4.148, sprd=0.030]
Ep 041/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:41,  1.50it/s, loss=0.775, pair=0.000, adv=4.148, sprd=0.030]
Ep 041/60 [S3:+sens]:  54%|█ | 180/333 [02:06<01:41,  1.50it/s, loss=0.785, pair=0.000, adv=3.932, sprd=0.033]
Ep 041/60 [S3:+sens]:  54%|█ | 181/333 [02:06<01:50,  1.38it/s, loss=0.785, pair=0.000, adv=3.932, sprd=0.033]
Ep 041/60 [S3:+sens]:  54%|█ | 181/333 [02:07<01:50,  1.38it/s, loss=0.757, pair=0.004, adv=3.913, sprd=0.024]
Ep 041/60 [S3:+sens]:  55%|█ | 182/333 [02:07<01:43,  1.46it/s, loss=0.757, pair=0.004, adv=3.913, sprd=0.024]
Ep 041/60 [S3:+sens]:  55%|█ | 182/333 [02:07<01:43,  1.46it/s, loss=0.739, pair=0.002, adv=4.026, sprd=0.020]
Ep 041/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:45,  1.42it/s, loss=0.739, pair=0.002, adv=4.026, sprd=0.020]
Ep 041/60 [S3:+sens]:  55%|█ | 183/333 [02:08<01:45,  1.42it/s, loss=0.778, pair=0.012, adv=4.073, sprd=0.028]
Ep 041/60 [S3:+sens]:  55%|█ | 184/333 [02:08<01:40,  1.48it/s, loss=0.778, pair=0.012, adv=4.073, sprd=0.028]
Ep 041/60 [S3:+sens]:  55%|█ | 184/333 [02:09<01:40,  1.48it/s, loss=0.740, pair=0.000, adv=3.998, sprd=0.020]
Ep 041/60 [S3:+sens]:  56%|█ | 185/333 [02:09<01:43,  1.43it/s, loss=0.740, pair=0.000, adv=3.998, sprd=0.020]
Ep 041/60 [S3:+sens]:  56%|█ | 185/333 [02:09<01:43,  1.43it/s, loss=0.755, pair=0.010, adv=3.756, sprd=0.022]
Ep 041/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:38,  1.49it/s, loss=0.755, pair=0.010, adv=3.756, sprd=0.022]
Ep 041/60 [S3:+sens]:  56%|█ | 186/333 [02:10<01:38,  1.49it/s, loss=0.734, pair=0.006, adv=4.172, sprd=0.019]
Ep 041/60 [S3:+sens]:  56%|█ | 187/333 [02:10<01:39,  1.47it/s, loss=0.734, pair=0.006, adv=4.172, sprd=0.019]
Ep 041/60 [S3:+sens]:  56%|█ | 187/333 [02:11<01:39,  1.47it/s, loss=0.741, pair=0.001, adv=3.827, sprd=0.019]
Ep 041/60 [S3:+sens]:  56%|█▏| 188/333 [02:11<01:33,  1.55it/s, loss=0.741, pair=0.001, adv=3.827, sprd=0.019]
Ep 041/60 [S3:+sens]:  56%|█▏| 188/333 [02:11<01:33,  1.55it/s, loss=0.748, pair=0.000, adv=4.231, sprd=0.023]
Ep 041/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:37,  1.48it/s, loss=0.748, pair=0.000, adv=4.231, sprd=0.023]
Ep 041/60 [S3:+sens]:  57%|█▏| 189/333 [02:12<01:37,  1.48it/s, loss=0.744, pair=0.000, adv=3.735, sprd=0.021]
Ep 041/60 [S3:+sens]:  57%|█▏| 190/333 [02:12<01:32,  1.55it/s, loss=0.744, pair=0.000, adv=3.735, sprd=0.021]
Ep 041/60 [S3:+sens]:  57%|█▏| 190/333 [02:13<01:32,  1.55it/s, loss=0.753, pair=0.001, adv=3.839, sprd=0.024]
Ep 041/60 [S3:+sens]:  57%|█▏| 191/333 [02:13<01:37,  1.46it/s, loss=0.753, pair=0.001, adv=3.839, sprd=0.024]
Ep 041/60 [S3:+sens]:  57%|█▏| 191/333 [02:13<01:37,  1.46it/s, loss=0.753, pair=0.000, adv=3.925, sprd=0.023]
Ep 041/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:33,  1.51it/s, loss=0.753, pair=0.000, adv=3.925, sprd=0.023]
Ep 041/60 [S3:+sens]:  58%|█▏| 192/333 [02:14<01:33,  1.51it/s, loss=0.761, pair=0.002, adv=3.807, sprd=0.025]
Ep 041/60 [S3:+sens]:  58%|█▏| 193/333 [02:14<01:35,  1.46it/s, loss=0.761, pair=0.002, adv=3.807, sprd=0.025]
Ep 041/60 [S3:+sens]:  58%|█▏| 193/333 [02:15<01:35,  1.46it/s, loss=0.747, pair=0.000, adv=3.713, sprd=0.021]
Ep 041/60 [S3:+sens]:  58%|█▏| 194/333 [02:15<01:30,  1.53it/s, loss=0.747, pair=0.000, adv=3.713, sprd=0.021]
Ep 041/60 [S3:+sens]:  58%|█▏| 194/333 [02:15<01:30,  1.53it/s, loss=0.815, pair=0.000, adv=3.986, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:34,  1.46it/s, loss=0.815, pair=0.000, adv=3.986, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 195/333 [02:16<01:34,  1.46it/s, loss=0.765, pair=0.007, adv=3.651, sprd=0.027]
Ep 041/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:30,  1.51it/s, loss=0.765, pair=0.007, adv=3.651, sprd=0.027]
Ep 041/60 [S3:+sens]:  59%|█▏| 196/333 [02:17<01:30,  1.51it/s, loss=0.740, pair=0.003, adv=3.725, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 197/333 [02:17<01:37,  1.40it/s, loss=0.740, pair=0.003, adv=3.725, sprd=0.021]
Ep 041/60 [S3:+sens]:  59%|█▏| 197/333 [02:17<01:37,  1.40it/s, loss=0.767, pair=0.003, adv=3.939, sprd=0.026]
Ep 041/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:31,  1.48it/s, loss=0.767, pair=0.003, adv=3.939, sprd=0.026]
Ep 041/60 [S3:+sens]:  59%|█▏| 198/333 [02:18<01:31,  1.48it/s, loss=0.751, pair=0.000, adv=3.771, sprd=0.024]
Ep 041/60 [S3:+sens]:  60%|█▏| 199/333 [02:18<01:33,  1.43it/s, loss=0.751, pair=0.000, adv=3.771, sprd=0.024]
Ep 041/60 [S3:+sens]:  60%|█▏| 199/333 [02:19<01:33,  1.43it/s, loss=0.741, pair=0.001, adv=3.709, sprd=0.020]
Ep 041/60 [S3:+sens]:  60%|█▏| 200/333 [02:19<01:28,  1.50it/s, loss=0.741, pair=0.001, adv=3.709, sprd=0.020]
Ep 041/60 [S3:+sens]:  60%|█▏| 200/333 [02:20<01:28,  1.50it/s, loss=0.742, pair=0.000, adv=3.790, sprd=0.022]
Ep 041/60 [S3:+sens]:  60%|█▏| 201/333 [02:20<01:32,  1.43it/s, loss=0.742, pair=0.000, adv=3.790, sprd=0.022]
Ep 041/60 [S3:+sens]:  60%|█▏| 201/333 [02:20<01:32,  1.43it/s, loss=0.768, pair=0.000, adv=3.998, sprd=0.027]
Ep 041/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:28,  1.48it/s, loss=0.768, pair=0.000, adv=3.998, sprd=0.027]
Ep 041/60 [S3:+sens]:  61%|█▏| 202/333 [02:21<01:28,  1.48it/s, loss=0.753, pair=0.015, adv=3.752, sprd=0.023]
Ep 041/60 [S3:+sens]:  61%|█▏| 203/333 [02:21<01:30,  1.44it/s, loss=0.753, pair=0.015, adv=3.752, sprd=0.023]
Ep 041/60 [S3:+sens]:  61%|█▏| 203/333 [02:21<01:30,  1.44it/s, loss=0.734, pair=0.002, adv=3.709, sprd=0.019]
Ep 041/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:24,  1.52it/s, loss=0.734, pair=0.002, adv=3.709, sprd=0.019]
Ep 041/60 [S3:+sens]:  61%|█▏| 204/333 [02:22<01:24,  1.52it/s, loss=0.764, pair=0.000, adv=3.655, sprd=0.026]
Ep 041/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:29,  1.44it/s, loss=0.764, pair=0.000, adv=3.655, sprd=0.026]
Ep 041/60 [S3:+sens]:  62%|█▏| 205/333 [02:23<01:29,  1.44it/s, loss=0.763, pair=0.013, adv=4.067, sprd=0.027]
Ep 041/60 [S3:+sens]:  62%|█▏| 206/333 [02:23<01:24,  1.50it/s, loss=0.763, pair=0.013, adv=4.067, sprd=0.027]
Ep 041/60 [S3:+sens]:  62%|█▏| 206/333 [02:24<01:24,  1.50it/s, loss=0.813, pair=0.001, adv=3.741, sprd=0.022]
Ep 041/60 [S3:+sens]:  62%|█▏| 207/333 [02:24<01:28,  1.42it/s, loss=0.813, pair=0.001, adv=3.741, sprd=0.022]
Ep 041/60 [S3:+sens]:  62%|█▏| 207/333 [02:24<01:28,  1.42it/s, loss=0.764, pair=0.001, adv=3.936, sprd=0.026]
Ep 041/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:24,  1.48it/s, loss=0.764, pair=0.001, adv=3.936, sprd=0.026]
Ep 041/60 [S3:+sens]:  62%|█▏| 208/333 [02:25<01:24,  1.48it/s, loss=0.725, pair=0.002, adv=3.751, sprd=0.016]
Ep 041/60 [S3:+sens]:  63%|█▎| 209/333 [02:25<01:26,  1.44it/s, loss=0.725, pair=0.002, adv=3.751, sprd=0.016]
Ep 041/60 [S3:+sens]:  63%|█▎| 209/333 [02:26<01:26,  1.44it/s, loss=0.770, pair=0.002, adv=3.830, sprd=0.028]
Ep 041/60 [S3:+sens]:  63%|█▎| 210/333 [02:26<01:22,  1.49it/s, loss=0.770, pair=0.002, adv=3.830, sprd=0.028]
Ep 041/60 [S3:+sens]:  63%|█▎| 210/333 [02:26<01:22,  1.49it/s, loss=0.740, pair=0.002, adv=3.700, sprd=0.020]
Ep 041/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:25,  1.43it/s, loss=0.740, pair=0.002, adv=3.700, sprd=0.020]
Ep 041/60 [S3:+sens]:  63%|█▎| 211/333 [02:27<01:25,  1.43it/s, loss=0.751, pair=0.000, adv=3.458, sprd=0.023]
Ep 041/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:21,  1.49it/s, loss=0.751, pair=0.000, adv=3.458, sprd=0.023]
Ep 041/60 [S3:+sens]:  64%|█▎| 212/333 [02:28<01:21,  1.49it/s, loss=0.720, pair=0.014, adv=3.737, sprd=0.016]
Ep 041/60 [S3:+sens]:  64%|█▎| 213/333 [02:28<01:21,  1.47it/s, loss=0.720, pair=0.014, adv=3.737, sprd=0.016]
Ep 041/60 [S3:+sens]:  64%|█▎| 213/333 [02:28<01:21,  1.47it/s, loss=0.764, pair=0.003, adv=4.272, sprd=0.028]
Ep 041/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.51it/s, loss=0.764, pair=0.003, adv=4.272, sprd=0.028]
Ep 041/60 [S3:+sens]:  64%|█▎| 214/333 [02:29<01:18,  1.51it/s, loss=0.752, pair=0.001, adv=3.786, sprd=0.023]
Ep 041/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:21,  1.45it/s, loss=0.752, pair=0.001, adv=3.786, sprd=0.023]
Ep 041/60 [S3:+sens]:  65%|█▎| 215/333 [02:30<01:21,  1.45it/s, loss=0.754, pair=0.007, adv=4.088, sprd=0.023]
Ep 041/60 [S3:+sens]:  65%|█▎| 216/333 [02:30<01:17,  1.51it/s, loss=0.754, pair=0.007, adv=4.088, sprd=0.023]
Ep 041/60 [S3:+sens]:  65%|█▎| 216/333 [02:30<01:17,  1.51it/s, loss=0.770, pair=0.006, adv=3.782, sprd=0.026]
Ep 041/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:21,  1.42it/s, loss=0.770, pair=0.006, adv=3.782, sprd=0.026]
Ep 041/60 [S3:+sens]:  65%|█▎| 217/333 [02:31<01:21,  1.42it/s, loss=0.756, pair=0.001, adv=3.584, sprd=0.022]
Ep 041/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:17,  1.49it/s, loss=0.756, pair=0.001, adv=3.584, sprd=0.022]
Ep 041/60 [S3:+sens]:  65%|█▎| 218/333 [02:32<01:17,  1.49it/s, loss=0.739, pair=0.001, adv=3.873, sprd=0.020]
Ep 041/60 [S3:+sens]:  66%|█▎| 219/333 [02:32<01:18,  1.45it/s, loss=0.739, pair=0.001, adv=3.873, sprd=0.020]
Ep 041/60 [S3:+sens]:  66%|█▎| 219/333 [02:32<01:18,  1.45it/s, loss=0.731, pair=0.002, adv=3.847, sprd=0.018]
Ep 041/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:14,  1.53it/s, loss=0.731, pair=0.002, adv=3.847, sprd=0.018]
Ep 041/60 [S3:+sens]:  66%|█▎| 220/333 [02:33<01:14,  1.53it/s, loss=0.753, pair=0.004, adv=3.973, sprd=0.024]
Ep 041/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:17,  1.45it/s, loss=0.753, pair=0.004, adv=3.973, sprd=0.024]
Ep 041/60 [S3:+sens]:  66%|█▎| 221/333 [02:34<01:17,  1.45it/s, loss=0.757, pair=0.011, adv=3.886, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 222/333 [02:34<01:13,  1.50it/s, loss=0.757, pair=0.011, adv=3.886, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 222/333 [02:35<01:13,  1.50it/s, loss=0.751, pair=0.005, adv=3.461, sprd=0.022]
Ep 041/60 [S3:+sens]:  67%|█▎| 223/333 [02:35<01:17,  1.43it/s, loss=0.751, pair=0.005, adv=3.461, sprd=0.022]
Ep 041/60 [S3:+sens]:  67%|█▎| 223/333 [02:35<01:17,  1.43it/s, loss=0.740, pair=0.007, adv=3.763, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:12,  1.50it/s, loss=0.740, pair=0.007, adv=3.763, sprd=0.021]
Ep 041/60 [S3:+sens]:  67%|█▎| 224/333 [02:36<01:12,  1.50it/s, loss=0.749, pair=0.009, adv=4.043, sprd=0.022]
Ep 041/60 [S3:+sens]:  68%|█▎| 225/333 [02:36<01:14,  1.45it/s, loss=0.749, pair=0.009, adv=4.043, sprd=0.022]
Ep 041/60 [S3:+sens]:  68%|█▎| 225/333 [02:36<01:14,  1.45it/s, loss=0.755, pair=0.009, adv=3.917, sprd=0.023]
Ep 041/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:11,  1.50it/s, loss=0.755, pair=0.009, adv=3.917, sprd=0.023]
Ep 041/60 [S3:+sens]:  68%|█▎| 226/333 [02:37<01:11,  1.50it/s, loss=0.741, pair=0.006, adv=3.939, sprd=0.020]
Ep 041/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:12,  1.45it/s, loss=0.741, pair=0.006, adv=3.939, sprd=0.020]
Ep 041/60 [S3:+sens]:  68%|█▎| 227/333 [02:38<01:12,  1.45it/s, loss=0.733, pair=0.008, adv=3.795, sprd=0.016]
Ep 041/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:08,  1.54it/s, loss=0.733, pair=0.008, adv=3.795, sprd=0.016]
Ep 041/60 [S3:+sens]:  68%|█▎| 228/333 [02:39<01:08,  1.54it/s, loss=0.763, pair=0.008, adv=3.484, sprd=0.025]
Ep 041/60 [S3:+sens]:  69%|█▍| 229/333 [02:39<01:10,  1.46it/s, loss=0.763, pair=0.008, adv=3.484, sprd=0.025]
Ep 041/60 [S3:+sens]:  69%|█▍| 229/333 [02:39<01:10,  1.46it/s, loss=0.738, pair=0.004, adv=3.872, sprd=0.020]
Ep 041/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:07,  1.54it/s, loss=0.738, pair=0.004, adv=3.872, sprd=0.020]
Ep 041/60 [S3:+sens]:  69%|█▍| 230/333 [02:40<01:07,  1.54it/s, loss=0.825, pair=0.003, adv=3.643, sprd=0.023]
Ep 041/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:09,  1.46it/s, loss=0.825, pair=0.003, adv=3.643, sprd=0.023]
Ep 041/60 [S3:+sens]:  69%|█▍| 231/333 [02:41<01:09,  1.46it/s, loss=0.779, pair=0.001, adv=4.132, sprd=0.030]
Ep 041/60 [S3:+sens]:  70%|█▍| 232/333 [02:41<01:07,  1.50it/s, loss=0.779, pair=0.001, adv=4.132, sprd=0.030]
Ep 041/60 [S3:+sens]:  70%|█▍| 232/333 [02:41<01:07,  1.50it/s, loss=0.745, pair=0.003, adv=3.736, sprd=0.022]
Ep 041/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:11,  1.39it/s, loss=0.745, pair=0.003, adv=3.736, sprd=0.022]
Ep 041/60 [S3:+sens]:  70%|█▍| 233/333 [02:42<01:11,  1.39it/s, loss=0.729, pair=0.003, adv=3.592, sprd=0.016]
Ep 041/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:06,  1.49it/s, loss=0.729, pair=0.003, adv=3.592, sprd=0.016]
Ep 041/60 [S3:+sens]:  70%|█▍| 234/333 [02:43<01:06,  1.49it/s, loss=0.744, pair=0.005, adv=3.406, sprd=0.021]
Ep 041/60 [S3:+sens]:  71%|█▍| 235/333 [02:43<01:07,  1.46it/s, loss=0.744, pair=0.005, adv=3.406, sprd=0.021]
Ep 041/60 [S3:+sens]:  71%|█▍| 235/333 [02:43<01:07,  1.46it/s, loss=0.767, pair=0.000, adv=4.054, sprd=0.027]
Ep 041/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.50it/s, loss=0.767, pair=0.000, adv=4.054, sprd=0.027]
Ep 041/60 [S3:+sens]:  71%|█▍| 236/333 [02:44<01:04,  1.50it/s, loss=0.737, pair=0.003, adv=4.025, sprd=0.020]
Ep 041/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:07,  1.43it/s, loss=0.737, pair=0.003, adv=4.025, sprd=0.020]
Ep 041/60 [S3:+sens]:  71%|█▍| 237/333 [02:45<01:07,  1.43it/s, loss=0.756, pair=0.006, adv=4.102, sprd=0.024]
Ep 041/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:03,  1.49it/s, loss=0.756, pair=0.006, adv=4.102, sprd=0.024]
Ep 041/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:03,  1.49it/s, loss=0.743, pair=0.003, adv=3.800, sprd=0.021]
Ep 041/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.44it/s, loss=0.743, pair=0.003, adv=3.800, sprd=0.021]
Ep 041/60 [S3:+sens]:  72%|█▍| 239/333 [02:46<01:05,  1.44it/s, loss=0.744, pair=0.015, adv=3.326, sprd=0.022]
Ep 041/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:01,  1.51it/s, loss=0.744, pair=0.015, adv=3.326, sprd=0.022]
Ep 041/60 [S3:+sens]:  72%|█▍| 240/333 [02:47<01:01,  1.51it/s, loss=0.736, pair=0.014, adv=3.702, sprd=0.019]
Ep 041/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:03,  1.45it/s, loss=0.736, pair=0.014, adv=3.702, sprd=0.019]
Ep 041/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:03,  1.45it/s, loss=0.751, pair=0.014, adv=3.953, sprd=0.023]
Ep 041/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.51it/s, loss=0.751, pair=0.014, adv=3.953, sprd=0.023]
Ep 041/60 [S3:+sens]:  73%|█▍| 242/333 [02:48<01:00,  1.51it/s, loss=0.772, pair=0.000, adv=4.058, sprd=0.028]
Ep 041/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:02,  1.43it/s, loss=0.772, pair=0.000, adv=4.058, sprd=0.028]
Ep 041/60 [S3:+sens]:  73%|█▍| 243/333 [02:49<01:02,  1.43it/s, loss=0.746, pair=0.000, adv=3.741, sprd=0.020]
Ep 041/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.49it/s, loss=0.746, pair=0.000, adv=3.741, sprd=0.020]
Ep 041/60 [S3:+sens]:  73%|█▍| 244/333 [02:50<00:59,  1.49it/s, loss=0.762, pair=0.004, adv=4.040, sprd=0.026]
Ep 041/60 [S3:+sens]:  74%|█▍| 245/333 [02:50<01:02,  1.42it/s, loss=0.762, pair=0.004, adv=4.040, sprd=0.026]
Ep 041/60 [S3:+sens]:  74%|█▍| 245/333 [02:50<01:02,  1.42it/s, loss=0.735, pair=0.001, adv=3.903, sprd=0.018]
Ep 041/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:57,  1.51it/s, loss=0.735, pair=0.001, adv=3.903, sprd=0.018]
Ep 041/60 [S3:+sens]:  74%|█▍| 246/333 [02:51<00:57,  1.51it/s, loss=0.743, pair=0.000, adv=3.921, sprd=0.020]
Ep 041/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:02,  1.38it/s, loss=0.743, pair=0.000, adv=3.921, sprd=0.020]
Ep 041/60 [S3:+sens]:  74%|█▍| 247/333 [02:52<01:02,  1.38it/s, loss=0.744, pair=0.002, adv=4.294, sprd=0.022]
Ep 041/60 [S3:+sens]:  74%|█▍| 248/333 [02:52<00:57,  1.47it/s, loss=0.744, pair=0.002, adv=4.294, sprd=0.022]
Ep 041/60 [S3:+sens]:  74%|█▍| 248/333 [02:52<00:57,  1.47it/s, loss=0.777, pair=0.000, adv=4.185, sprd=0.028]
Ep 041/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.40it/s, loss=0.777, pair=0.000, adv=4.185, sprd=0.028]
Ep 041/60 [S3:+sens]:  75%|█▍| 249/333 [02:53<00:59,  1.40it/s, loss=0.759, pair=0.000, adv=4.316, sprd=0.027]
Ep 041/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:56,  1.47it/s, loss=0.759, pair=0.000, adv=4.316, sprd=0.027]
Ep 041/60 [S3:+sens]:  75%|█▌| 250/333 [02:54<00:56,  1.47it/s, loss=0.772, pair=0.001, adv=4.595, sprd=0.030]
Ep 041/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:57,  1.42it/s, loss=0.772, pair=0.001, adv=4.595, sprd=0.030]
Ep 041/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:57,  1.42it/s, loss=0.749, pair=0.000, adv=4.229, sprd=0.023]
Ep 041/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.48it/s, loss=0.749, pair=0.000, adv=4.229, sprd=0.023]
Ep 041/60 [S3:+sens]:  76%|█▌| 252/333 [02:55<00:54,  1.48it/s, loss=0.740, pair=0.000, adv=4.367, sprd=0.020]
Ep 041/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:56,  1.41it/s, loss=0.740, pair=0.000, adv=4.367, sprd=0.020]
Ep 041/60 [S3:+sens]:  76%|█▌| 253/333 [02:56<00:56,  1.41it/s, loss=0.745, pair=0.003, adv=4.155, sprd=0.021]
Ep 041/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:52,  1.49it/s, loss=0.745, pair=0.003, adv=4.155, sprd=0.021]
Ep 041/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:52,  1.49it/s, loss=0.744, pair=0.000, adv=4.215, sprd=0.020]
Ep 041/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.43it/s, loss=0.744, pair=0.000, adv=4.215, sprd=0.020]
Ep 041/60 [S3:+sens]:  77%|█▌| 255/333 [02:57<00:54,  1.43it/s, loss=0.775, pair=0.003, adv=4.076, sprd=0.029]
Ep 041/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:52,  1.48it/s, loss=0.775, pair=0.003, adv=4.076, sprd=0.029]
Ep 041/60 [S3:+sens]:  77%|█▌| 256/333 [02:58<00:52,  1.48it/s, loss=0.761, pair=0.003, adv=4.576, sprd=0.026]
Ep 041/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:52,  1.45it/s, loss=0.761, pair=0.003, adv=4.576, sprd=0.026]
Ep 041/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:52,  1.45it/s, loss=0.735, pair=0.000, adv=3.481, sprd=0.019]
Ep 041/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:48,  1.53it/s, loss=0.735, pair=0.000, adv=3.481, sprd=0.019]
Ep 041/60 [S3:+sens]:  77%|█▌| 258/333 [02:59<00:48,  1.53it/s, loss=0.737, pair=0.000, adv=4.091, sprd=0.018]
Ep 041/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:50,  1.46it/s, loss=0.737, pair=0.000, adv=4.091, sprd=0.018]
Ep 041/60 [S3:+sens]:  78%|█▌| 259/333 [03:00<00:50,  1.46it/s, loss=0.751, pair=0.004, adv=4.251, sprd=0.024]
Ep 041/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:47,  1.52it/s, loss=0.751, pair=0.004, adv=4.251, sprd=0.024]
Ep 041/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:47,  1.52it/s, loss=0.737, pair=0.000, adv=3.856, sprd=0.021]
Ep 041/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:49,  1.46it/s, loss=0.737, pair=0.000, adv=3.856, sprd=0.021]
Ep 041/60 [S3:+sens]:  78%|█▌| 261/333 [03:01<00:49,  1.46it/s, loss=0.757, pair=0.005, adv=3.851, sprd=0.024]
Ep 041/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.50it/s, loss=0.757, pair=0.005, adv=3.851, sprd=0.024]
Ep 041/60 [S3:+sens]:  79%|█▌| 262/333 [03:02<00:47,  1.50it/s, loss=0.743, pair=0.009, adv=4.227, sprd=0.019]
Ep 041/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:49,  1.40it/s, loss=0.743, pair=0.009, adv=4.227, sprd=0.019]
Ep 041/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:49,  1.40it/s, loss=0.748, pair=0.001, adv=4.309, sprd=0.022]
Ep 041/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.48it/s, loss=0.748, pair=0.001, adv=4.309, sprd=0.022]
Ep 041/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:46,  1.48it/s, loss=0.744, pair=0.009, adv=4.227, sprd=0.018]
Ep 041/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:46,  1.46it/s, loss=0.744, pair=0.009, adv=4.227, sprd=0.018]
Ep 041/60 [S3:+sens]:  80%|█▌| 265/333 [03:04<00:46,  1.46it/s, loss=0.731, pair=0.008, adv=4.431, sprd=0.018]
Ep 041/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:43,  1.54it/s, loss=0.731, pair=0.008, adv=4.431, sprd=0.018]
Ep 041/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:43,  1.54it/s, loss=0.735, pair=0.005, adv=3.996, sprd=0.019]
Ep 041/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:44,  1.49it/s, loss=0.735, pair=0.005, adv=3.996, sprd=0.019]
Ep 041/60 [S3:+sens]:  80%|█▌| 267/333 [03:05<00:44,  1.49it/s, loss=0.746, pair=0.004, adv=4.058, sprd=0.020]
Ep 041/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:41,  1.55it/s, loss=0.746, pair=0.004, adv=4.058, sprd=0.020]
Ep 041/60 [S3:+sens]:  80%|█▌| 268/333 [03:06<00:41,  1.55it/s, loss=0.757, pair=0.014, adv=4.185, sprd=0.023]
Ep 041/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:43,  1.47it/s, loss=0.757, pair=0.014, adv=4.185, sprd=0.023]
Ep 041/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:43,  1.47it/s, loss=0.733, pair=0.006, adv=4.286, sprd=0.020]
Ep 041/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:40,  1.54it/s, loss=0.733, pair=0.006, adv=4.286, sprd=0.020]
Ep 041/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:40,  1.54it/s, loss=0.742, pair=0.006, adv=4.316, sprd=0.020]
Ep 041/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.41it/s, loss=0.742, pair=0.006, adv=4.316, sprd=0.020]
Ep 041/60 [S3:+sens]:  81%|█▋| 271/333 [03:08<00:43,  1.41it/s, loss=0.740, pair=0.001, adv=4.126, sprd=0.020]
Ep 041/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.49it/s, loss=0.740, pair=0.001, adv=4.126, sprd=0.020]
Ep 041/60 [S3:+sens]:  82%|█▋| 272/333 [03:09<00:40,  1.49it/s, loss=0.773, pair=0.002, adv=4.504, sprd=0.028]
Ep 041/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.42it/s, loss=0.773, pair=0.002, adv=4.504, sprd=0.028]
Ep 041/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.42it/s, loss=0.752, pair=0.004, adv=4.071, sprd=0.023]
Ep 041/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.47it/s, loss=0.752, pair=0.004, adv=4.071, sprd=0.023]
Ep 041/60 [S3:+sens]:  82%|█▋| 274/333 [03:10<00:40,  1.47it/s, loss=0.784, pair=0.004, adv=4.107, sprd=0.028]
Ep 041/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:42,  1.36it/s, loss=0.784, pair=0.004, adv=4.107, sprd=0.028]
Ep 041/60 [S3:+sens]:  83%|█▋| 275/333 [03:11<00:42,  1.36it/s, loss=0.760, pair=0.001, adv=4.047, sprd=0.025]
Ep 041/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:39,  1.44it/s, loss=0.760, pair=0.001, adv=4.047, sprd=0.025]
Ep 041/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:39,  1.44it/s, loss=0.773, pair=0.002, adv=4.379, sprd=0.027]
Ep 041/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:40,  1.39it/s, loss=0.773, pair=0.002, adv=4.379, sprd=0.027]
Ep 041/60 [S3:+sens]:  83%|█▋| 277/333 [03:12<00:40,  1.39it/s, loss=0.761, pair=0.004, adv=4.144, sprd=0.026]
Ep 041/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.46it/s, loss=0.761, pair=0.004, adv=4.144, sprd=0.026]
Ep 041/60 [S3:+sens]:  83%|█▋| 278/333 [03:13<00:37,  1.46it/s, loss=0.747, pair=0.001, adv=4.553, sprd=0.022]
Ep 041/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:38,  1.40it/s, loss=0.747, pair=0.001, adv=4.553, sprd=0.022]
Ep 041/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:38,  1.40it/s, loss=0.740, pair=0.005, adv=3.928, sprd=0.019]
Ep 041/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.49it/s, loss=0.740, pair=0.005, adv=3.928, sprd=0.019]
Ep 041/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:35,  1.49it/s, loss=0.749, pair=0.003, adv=4.459, sprd=0.020]
Ep 041/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:37,  1.38it/s, loss=0.749, pair=0.003, adv=4.459, sprd=0.020]
Ep 041/60 [S3:+sens]:  84%|█▋| 281/333 [03:15<00:37,  1.38it/s, loss=0.795, pair=0.057, adv=4.619, sprd=0.029]
Ep 041/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:34,  1.46it/s, loss=0.795, pair=0.057, adv=4.619, sprd=0.029]
Ep 041/60 [S3:+sens]:  85%|█▋| 282/333 [03:16<00:34,  1.46it/s, loss=0.749, pair=0.001, adv=4.367, sprd=0.022]
Ep 041/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:35,  1.42it/s, loss=0.749, pair=0.001, adv=4.367, sprd=0.022]
Ep 041/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:35,  1.42it/s, loss=0.755, pair=0.000, adv=4.462, sprd=0.025]
Ep 041/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.755, pair=0.000, adv=4.462, sprd=0.025]
Ep 041/60 [S3:+sens]:  85%|█▋| 284/333 [03:17<00:33,  1.47it/s, loss=0.753, pair=0.000, adv=4.346, sprd=0.023]
Ep 041/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:33,  1.43it/s, loss=0.753, pair=0.000, adv=4.346, sprd=0.023]
Ep 041/60 [S3:+sens]:  86%|█▋| 285/333 [03:18<00:33,  1.43it/s, loss=0.736, pair=0.000, adv=4.341, sprd=0.020]
Ep 041/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:31,  1.50it/s, loss=0.736, pair=0.000, adv=4.341, sprd=0.020]
Ep 041/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:31,  1.50it/s, loss=0.735, pair=0.003, adv=4.138, sprd=0.019]
Ep 041/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:31,  1.46it/s, loss=0.735, pair=0.003, adv=4.138, sprd=0.019]
Ep 041/60 [S3:+sens]:  86%|█▋| 287/333 [03:19<00:31,  1.46it/s, loss=0.777, pair=0.006, adv=4.364, sprd=0.028]
Ep 041/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:29,  1.51it/s, loss=0.777, pair=0.006, adv=4.364, sprd=0.028]
Ep 041/60 [S3:+sens]:  86%|█▋| 288/333 [03:20<00:29,  1.51it/s, loss=0.769, pair=0.002, adv=4.661, sprd=0.027]
Ep 041/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:30,  1.46it/s, loss=0.769, pair=0.002, adv=4.661, sprd=0.027]
Ep 041/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:30,  1.46it/s, loss=0.759, pair=0.003, adv=4.202, sprd=0.024]
Ep 041/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.52it/s, loss=0.759, pair=0.003, adv=4.202, sprd=0.024]
Ep 041/60 [S3:+sens]:  87%|█▋| 290/333 [03:21<00:28,  1.52it/s, loss=0.749, pair=0.000, adv=4.398, sprd=0.023]
Ep 041/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.45it/s, loss=0.749, pair=0.000, adv=4.398, sprd=0.023]
Ep 041/60 [S3:+sens]:  87%|█▋| 291/333 [03:22<00:29,  1.45it/s, loss=0.766, pair=0.000, adv=4.399, sprd=0.028]
Ep 041/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.49it/s, loss=0.766, pair=0.000, adv=4.399, sprd=0.028]
Ep 041/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.49it/s, loss=0.754, pair=0.000, adv=4.104, sprd=0.024]
Ep 041/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.44it/s, loss=0.754, pair=0.000, adv=4.104, sprd=0.024]
Ep 041/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:27,  1.44it/s, loss=0.737, pair=0.008, adv=4.270, sprd=0.019]
Ep 041/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:25,  1.52it/s, loss=0.737, pair=0.008, adv=4.270, sprd=0.019]
Ep 041/60 [S3:+sens]:  88%|█▊| 294/333 [03:24<00:25,  1.52it/s, loss=0.771, pair=0.000, adv=4.533, sprd=0.028]
Ep 041/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:26,  1.45it/s, loss=0.771, pair=0.000, adv=4.533, sprd=0.028]
Ep 041/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:26,  1.45it/s, loss=0.742, pair=0.000, adv=4.439, sprd=0.022]
Ep 041/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.52it/s, loss=0.742, pair=0.000, adv=4.439, sprd=0.022]
Ep 041/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:24,  1.52it/s, loss=0.766, pair=0.000, adv=4.163, sprd=0.026]
Ep 041/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.43it/s, loss=0.766, pair=0.000, adv=4.163, sprd=0.026]
Ep 041/60 [S3:+sens]:  89%|█▊| 297/333 [03:26<00:25,  1.43it/s, loss=0.761, pair=0.000, adv=4.554, sprd=0.025]
Ep 041/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.50it/s, loss=0.761, pair=0.000, adv=4.554, sprd=0.025]
Ep 041/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.50it/s, loss=0.755, pair=0.000, adv=4.448, sprd=0.023]
Ep 041/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.41it/s, loss=0.755, pair=0.000, adv=4.448, sprd=0.023]
Ep 041/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.41it/s, loss=0.753, pair=0.000, adv=4.467, sprd=0.022]
Ep 041/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.48it/s, loss=0.753, pair=0.000, adv=4.467, sprd=0.022]
Ep 041/60 [S3:+sens]:  90%|█▊| 300/333 [03:28<00:22,  1.48it/s, loss=0.760, pair=0.003, adv=4.105, sprd=0.025]
Ep 041/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.42it/s, loss=0.760, pair=0.003, adv=4.105, sprd=0.025]
Ep 041/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.42it/s, loss=0.756, pair=0.001, adv=4.206, sprd=0.026]
Ep 041/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.48it/s, loss=0.756, pair=0.001, adv=4.206, sprd=0.026]
Ep 041/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:20,  1.48it/s, loss=0.741, pair=0.000, adv=4.066, sprd=0.019]
Ep 041/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.39it/s, loss=0.741, pair=0.000, adv=4.066, sprd=0.019]
Ep 041/60 [S3:+sens]:  91%|█▊| 303/333 [03:30<00:21,  1.39it/s, loss=0.757, pair=0.000, adv=4.519, sprd=0.024]
Ep 041/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.46it/s, loss=0.757, pair=0.000, adv=4.519, sprd=0.024]
Ep 041/60 [S3:+sens]:  91%|█▊| 304/333 [03:31<00:19,  1.46it/s, loss=0.760, pair=0.000, adv=4.341, sprd=0.026]
Ep 041/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.41it/s, loss=0.760, pair=0.000, adv=4.341, sprd=0.026]
Ep 041/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.41it/s, loss=0.731, pair=0.000, adv=4.199, sprd=0.018]
Ep 041/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.731, pair=0.000, adv=4.199, sprd=0.018]
Ep 041/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:18,  1.49it/s, loss=0.748, pair=0.000, adv=4.160, sprd=0.022]
Ep 041/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.43it/s, loss=0.748, pair=0.000, adv=4.160, sprd=0.022]
Ep 041/60 [S3:+sens]:  92%|█▊| 307/333 [03:33<00:18,  1.43it/s, loss=0.778, pair=0.000, adv=3.902, sprd=0.030]
Ep 041/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.48it/s, loss=0.778, pair=0.000, adv=3.902, sprd=0.030]
Ep 041/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.48it/s, loss=0.774, pair=0.000, adv=4.078, sprd=0.027]
Ep 041/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.41it/s, loss=0.774, pair=0.000, adv=4.078, sprd=0.027]
Ep 041/60 [S3:+sens]:  93%|█▊| 309/333 [03:34<00:16,  1.41it/s, loss=0.746, pair=0.001, adv=4.023, sprd=0.023]
Ep 041/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.48it/s, loss=0.746, pair=0.001, adv=4.023, sprd=0.023]
Ep 041/60 [S3:+sens]:  93%|█▊| 310/333 [03:35<00:15,  1.48it/s, loss=0.747, pair=0.001, adv=4.119, sprd=0.021]
Ep 041/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.42it/s, loss=0.747, pair=0.001, adv=4.119, sprd=0.021]
Ep 041/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.42it/s, loss=0.750, pair=0.000, adv=4.169, sprd=0.024]
Ep 041/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.48it/s, loss=0.750, pair=0.000, adv=4.169, sprd=0.024]
Ep 041/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:14,  1.48it/s, loss=0.765, pair=0.002, adv=4.425, sprd=0.027]
Ep 041/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.36it/s, loss=0.765, pair=0.002, adv=4.425, sprd=0.027]
Ep 041/60 [S3:+sens]:  94%|█▉| 313/333 [03:37<00:14,  1.36it/s, loss=0.767, pair=0.004, adv=4.223, sprd=0.027]
Ep 041/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:13,  1.44it/s, loss=0.767, pair=0.004, adv=4.223, sprd=0.027]
Ep 041/60 [S3:+sens]:  94%|█▉| 314/333 [03:38<00:13,  1.44it/s, loss=0.736, pair=0.001, adv=4.120, sprd=0.020]
Ep 041/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:13,  1.35it/s, loss=0.736, pair=0.001, adv=4.120, sprd=0.020]
Ep 041/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:13,  1.35it/s, loss=0.763, pair=0.003, adv=4.250, sprd=0.026]
Ep 041/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.43it/s, loss=0.763, pair=0.003, adv=4.250, sprd=0.026]
Ep 041/60 [S3:+sens]:  95%|█▉| 316/333 [03:39<00:11,  1.43it/s, loss=0.762, pair=0.004, adv=3.960, sprd=0.025]
Ep 041/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.40it/s, loss=0.762, pair=0.004, adv=3.960, sprd=0.025]
Ep 041/60 [S3:+sens]:  95%|█▉| 317/333 [03:40<00:11,  1.40it/s, loss=0.754, pair=0.001, adv=3.909, sprd=0.022]
Ep 041/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.46it/s, loss=0.754, pair=0.001, adv=3.909, sprd=0.022]
Ep 041/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.46it/s, loss=0.754, pair=0.000, adv=4.300, sprd=0.024]
Ep 041/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.754, pair=0.000, adv=4.300, sprd=0.024]
Ep 041/60 [S3:+sens]:  96%|█▉| 319/333 [03:41<00:09,  1.40it/s, loss=0.763, pair=0.000, adv=4.198, sprd=0.026]
Ep 041/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.46it/s, loss=0.763, pair=0.000, adv=4.198, sprd=0.026]
Ep 041/60 [S3:+sens]:  96%|█▉| 320/333 [03:42<00:08,  1.46it/s, loss=0.741, pair=0.000, adv=4.371, sprd=0.022]
Ep 041/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.41it/s, loss=0.741, pair=0.000, adv=4.371, sprd=0.022]
Ep 041/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.41it/s, loss=0.719, pair=0.001, adv=3.684, sprd=0.016]
Ep 041/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.51it/s, loss=0.719, pair=0.001, adv=3.684, sprd=0.016]
Ep 041/60 [S3:+sens]:  97%|█▉| 322/333 [03:43<00:07,  1.51it/s, loss=0.763, pair=0.000, adv=3.948, sprd=0.026]
Ep 041/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:06,  1.43it/s, loss=0.763, pair=0.000, adv=3.948, sprd=0.026]
Ep 041/60 [S3:+sens]:  97%|█▉| 323/333 [03:44<00:06,  1.43it/s, loss=0.767, pair=0.002, adv=4.383, sprd=0.026]
Ep 041/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.767, pair=0.002, adv=4.383, sprd=0.026]
Ep 041/60 [S3:+sens]:  97%|█▉| 324/333 [03:45<00:06,  1.48it/s, loss=0.741, pair=0.000, adv=4.094, sprd=0.019]
Ep 041/60 [S3:+sens]:  98%|█▉| 325/333 [03:45<00:05,  1.36it/s, loss=0.741, pair=0.000, adv=4.094, sprd=0.019]
Ep 041/60 [S3:+sens]:  98%|█▉| 325/333 [03:45<00:05,  1.36it/s, loss=0.767, pair=0.004, adv=4.046, sprd=0.028]
Ep 041/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.43it/s, loss=0.767, pair=0.004, adv=4.046, sprd=0.028]
Ep 041/60 [S3:+sens]:  98%|█▉| 326/333 [03:46<00:04,  1.43it/s, loss=0.734, pair=0.001, adv=4.285, sprd=0.020]
Ep 041/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.734, pair=0.001, adv=4.285, sprd=0.020]
Ep 041/60 [S3:+sens]:  98%|█▉| 327/333 [03:47<00:04,  1.41it/s, loss=0.763, pair=0.002, adv=3.870, sprd=0.025]
Ep 041/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.47it/s, loss=0.763, pair=0.002, adv=3.870, sprd=0.025]
Ep 041/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.47it/s, loss=0.776, pair=0.000, adv=4.415, sprd=0.029]
Ep 041/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.42it/s, loss=0.776, pair=0.000, adv=4.415, sprd=0.029]
Ep 041/60 [S3:+sens]:  99%|█▉| 329/333 [03:48<00:02,  1.42it/s, loss=0.769, pair=0.001, adv=3.966, sprd=0.027]
Ep 041/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:02,  1.47it/s, loss=0.769, pair=0.001, adv=3.966, sprd=0.027]
Ep 041/60 [S3:+sens]:  99%|█▉| 330/333 [03:49<00:02,  1.47it/s, loss=0.737, pair=0.005, adv=3.976, sprd=0.020]
Ep 041/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.737, pair=0.005, adv=3.976, sprd=0.020]
Ep 041/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.746, pair=0.001, adv=4.388, sprd=0.023]
Ep 041/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.746, pair=0.001, adv=4.388, sprd=0.023]
Ep 041/60 [S3:+sens]: 100%|█▉| 332/333 [03:50<00:00,  1.50it/s, loss=0.753, pair=0.001, adv=3.725, sprd=0.023]
Ep 041/60 [S3:+sens]: 100%|██| 333/333 [03:50<00:00,  1.38it/s, loss=0.753, pair=0.001, adv=3.725, sprd=0.023]
                                                                                                              
Epoch 041/60 [S3:+sens]  loss=0.7542  mat=0.3339  sens=1.0127  pair=0.0028  adv=3.9354(rand=3.37)  deg=0.0046  orth=0.0011  spread=0.0230  q_mean=50.7  q_std=16.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.88e-05  231s

Ep 042/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 042/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.763, pair=0.012, adv=3.855, sprd=0.022]
Ep 042/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:11,  1.12s/it, loss=0.763, pair=0.012, adv=3.855, sprd=0.022]
Ep 042/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:11,  1.12s/it, loss=0.740, pair=0.000, adv=4.037, sprd=0.021]
Ep 042/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:23,  1.25it/s, loss=0.740, pair=0.000, adv=4.037, sprd=0.021]
Ep 042/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:23,  1.25it/s, loss=0.749, pair=0.000, adv=4.058, sprd=0.021]
Ep 042/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:20,  1.27it/s, loss=0.749, pair=0.000, adv=4.058, sprd=0.021]
Ep 042/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:20,  1.27it/s, loss=0.753, pair=0.002, adv=4.076, sprd=0.025]
Ep 042/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:56,  1.39it/s, loss=0.753, pair=0.002, adv=4.076, sprd=0.025]
Ep 042/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:56,  1.39it/s, loss=0.777, pair=0.002, adv=4.073, sprd=0.028]
Ep 042/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:57,  1.38it/s, loss=0.777, pair=0.002, adv=4.073, sprd=0.028]
Ep 042/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:57,  1.38it/s, loss=0.735, pair=0.000, adv=4.056, sprd=0.018]
Ep 042/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:37,  1.50it/s, loss=0.735, pair=0.000, adv=4.056, sprd=0.018]
Ep 042/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:37,  1.50it/s, loss=0.773, pair=0.009, adv=3.768, sprd=0.028]
Ep 042/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:59,  1.36it/s, loss=0.773, pair=0.009, adv=3.768, sprd=0.028]
Ep 042/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:59,  1.36it/s, loss=0.779, pair=0.006, adv=4.110, sprd=0.029]
Ep 042/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:47,  1.43it/s, loss=0.779, pair=0.006, adv=4.110, sprd=0.029]
Ep 042/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:47,  1.43it/s, loss=0.745, pair=0.002, adv=3.713, sprd=0.019]
Ep 042/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:51,  1.40it/s, loss=0.745, pair=0.002, adv=3.713, sprd=0.019]
Ep 042/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:51,  1.40it/s, loss=0.758, pair=0.003, adv=4.293, sprd=0.024]
Ep 042/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:38,  1.48it/s, loss=0.758, pair=0.003, adv=4.293, sprd=0.024]
Ep 042/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:38,  1.48it/s, loss=0.736, pair=0.006, adv=4.205, sprd=0.020]
Ep 042/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:41,  1.46it/s, loss=0.736, pair=0.006, adv=4.205, sprd=0.020]
Ep 042/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:41,  1.46it/s, loss=0.762, pair=0.005, adv=3.983, sprd=0.024]
Ep 042/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:29,  1.53it/s, loss=0.762, pair=0.005, adv=3.983, sprd=0.024]
Ep 042/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:29,  1.53it/s, loss=0.745, pair=0.005, adv=3.888, sprd=0.021]
Ep 042/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.45it/s, loss=0.745, pair=0.005, adv=3.888, sprd=0.021]
Ep 042/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.45it/s, loss=0.739, pair=0.006, adv=3.954, sprd=0.020]
Ep 042/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:31,  1.51it/s, loss=0.739, pair=0.006, adv=3.954, sprd=0.020]
Ep 042/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:31,  1.51it/s, loss=0.733, pair=0.011, adv=4.092, sprd=0.018]
Ep 042/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:36,  1.47it/s, loss=0.733, pair=0.011, adv=4.092, sprd=0.018]
Ep 042/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:36,  1.47it/s, loss=0.740, pair=0.003, adv=4.502, sprd=0.021]
Ep 042/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:27,  1.53it/s, loss=0.740, pair=0.003, adv=4.502, sprd=0.021]
Ep 042/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:27,  1.53it/s, loss=0.759, pair=0.005, adv=4.066, sprd=0.026]
Ep 042/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:36,  1.46it/s, loss=0.759, pair=0.005, adv=4.066, sprd=0.026]
Ep 042/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:36,  1.46it/s, loss=0.761, pair=0.000, adv=3.909, sprd=0.026]
Ep 042/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:27,  1.52it/s, loss=0.761, pair=0.000, adv=3.909, sprd=0.026]
Ep 042/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:27,  1.52it/s, loss=0.756, pair=0.000, adv=3.789, sprd=0.025]
Ep 042/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:45,  1.39it/s, loss=0.756, pair=0.000, adv=3.789, sprd=0.025]
Ep 042/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:45,  1.39it/s, loss=0.745, pair=0.004, adv=4.224, sprd=0.021]
Ep 042/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:32,  1.47it/s, loss=0.745, pair=0.004, adv=4.224, sprd=0.021]
Ep 042/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:32,  1.47it/s, loss=0.759, pair=0.000, adv=4.430, sprd=0.025]
Ep 042/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:40,  1.42it/s, loss=0.759, pair=0.000, adv=4.430, sprd=0.025]
Ep 042/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.42it/s, loss=0.756, pair=0.000, adv=3.671, sprd=0.025]
Ep 042/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:31,  1.47it/s, loss=0.756, pair=0.000, adv=3.671, sprd=0.025]
Ep 042/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:31,  1.47it/s, loss=0.815, pair=0.000, adv=3.845, sprd=0.021]
Ep 042/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.41it/s, loss=0.815, pair=0.000, adv=3.845, sprd=0.021]
Ep 042/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.41it/s, loss=0.750, pair=0.002, adv=4.321, sprd=0.022]
Ep 042/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:29,  1.48it/s, loss=0.750, pair=0.002, adv=4.321, sprd=0.022]
Ep 042/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:29,  1.48it/s, loss=0.765, pair=0.003, adv=4.364, sprd=0.026]
Ep 042/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:38,  1.41it/s, loss=0.765, pair=0.003, adv=4.364, sprd=0.026]
Ep 042/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:38,  1.41it/s, loss=0.759, pair=0.000, adv=3.972, sprd=0.024]
Ep 042/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:29,  1.46it/s, loss=0.759, pair=0.000, adv=3.972, sprd=0.024]
Ep 042/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:29,  1.46it/s, loss=0.743, pair=0.008, adv=3.930, sprd=0.020]
Ep 042/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:41,  1.38it/s, loss=0.743, pair=0.008, adv=3.930, sprd=0.020]
Ep 042/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:41,  1.38it/s, loss=0.732, pair=0.008, adv=4.192, sprd=0.018]
Ep 042/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:27,  1.47it/s, loss=0.732, pair=0.008, adv=4.192, sprd=0.018]
Ep 042/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:27,  1.47it/s, loss=0.734, pair=0.008, adv=3.495, sprd=0.017]
Ep 042/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:32,  1.43it/s, loss=0.734, pair=0.008, adv=3.495, sprd=0.017]
Ep 042/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:32,  1.43it/s, loss=0.774, pair=0.003, adv=3.816, sprd=0.029]
Ep 042/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:23,  1.49it/s, loss=0.774, pair=0.003, adv=3.816, sprd=0.029]
Ep 042/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:23,  1.49it/s, loss=0.768, pair=0.004, adv=3.633, sprd=0.026]
Ep 042/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:33,  1.41it/s, loss=0.768, pair=0.004, adv=3.633, sprd=0.026]
Ep 042/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:33,  1.41it/s, loss=0.751, pair=0.003, adv=3.954, sprd=0.022]
Ep 042/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:23,  1.48it/s, loss=0.751, pair=0.003, adv=3.954, sprd=0.022]
Ep 042/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:23,  1.48it/s, loss=0.764, pair=0.010, adv=3.755, sprd=0.025]
Ep 042/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:42,  1.35it/s, loss=0.764, pair=0.010, adv=3.755, sprd=0.025]
Ep 042/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:42,  1.35it/s, loss=0.737, pair=0.000, adv=3.659, sprd=0.020]
Ep 042/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:25,  1.45it/s, loss=0.737, pair=0.000, adv=3.659, sprd=0.020]
Ep 042/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:25,  1.45it/s, loss=0.767, pair=0.000, adv=4.012, sprd=0.026]
Ep 042/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:32,  1.40it/s, loss=0.767, pair=0.000, adv=4.012, sprd=0.026]
Ep 042/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:32,  1.40it/s, loss=0.745, pair=0.001, adv=4.090, sprd=0.023]
Ep 042/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:21,  1.48it/s, loss=0.745, pair=0.001, adv=4.090, sprd=0.023]
Ep 042/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:21,  1.48it/s, loss=0.743, pair=0.003, adv=3.846, sprd=0.020]
Ep 042/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:27,  1.43it/s, loss=0.743, pair=0.003, adv=3.846, sprd=0.020]
Ep 042/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:27,  1.43it/s, loss=0.739, pair=0.001, adv=3.966, sprd=0.018]
Ep 042/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:14,  1.52it/s, loss=0.739, pair=0.001, adv=3.966, sprd=0.018]
Ep 042/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:14,  1.52it/s, loss=0.757, pair=0.000, adv=3.845, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.757, pair=0.000, adv=3.845, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.761, pair=0.001, adv=3.853, sprd=0.023]
Ep 042/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:16,  1.49it/s, loss=0.761, pair=0.001, adv=3.853, sprd=0.023]
Ep 042/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:16,  1.49it/s, loss=0.763, pair=0.000, adv=4.121, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:23,  1.44it/s, loss=0.763, pair=0.000, adv=4.121, sprd=0.026]
Ep 042/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:23,  1.44it/s, loss=0.756, pair=0.001, adv=4.327, sprd=0.025]
Ep 042/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:15,  1.49it/s, loss=0.756, pair=0.001, adv=4.327, sprd=0.025]
Ep 042/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:15,  1.49it/s, loss=0.754, pair=0.001, adv=3.975, sprd=0.024]
Ep 042/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:20,  1.44it/s, loss=0.754, pair=0.001, adv=3.975, sprd=0.024]
Ep 042/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:20,  1.44it/s, loss=0.748, pair=0.001, adv=3.927, sprd=0.022]
Ep 042/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:11,  1.51it/s, loss=0.748, pair=0.001, adv=3.927, sprd=0.022]
Ep 042/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:11,  1.51it/s, loss=0.741, pair=0.005, adv=4.631, sprd=0.021]
Ep 042/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:18,  1.45it/s, loss=0.741, pair=0.005, adv=4.631, sprd=0.021]
Ep 042/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:18,  1.45it/s, loss=0.784, pair=0.001, adv=3.993, sprd=0.031]
Ep 042/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:11,  1.50it/s, loss=0.784, pair=0.001, adv=3.993, sprd=0.031]
Ep 042/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.826, pair=0.002, adv=3.946, sprd=0.024]
Ep 042/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.826, pair=0.002, adv=3.946, sprd=0.024]
Ep 042/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.738, pair=0.002, adv=4.057, sprd=0.020]
Ep 042/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:10,  1.50it/s, loss=0.738, pair=0.002, adv=4.057, sprd=0.020]
Ep 042/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:10,  1.50it/s, loss=0.742, pair=0.005, adv=4.296, sprd=0.021]
Ep 042/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.742, pair=0.005, adv=4.296, sprd=0.021]
Ep 042/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.737, pair=0.009, adv=3.642, sprd=0.018]
Ep 042/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:07,  1.51it/s, loss=0.737, pair=0.009, adv=3.642, sprd=0.018]
Ep 042/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:07,  1.51it/s, loss=0.739, pair=0.006, adv=3.724, sprd=0.018]
Ep 042/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.739, pair=0.006, adv=3.724, sprd=0.018]
Ep 042/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.748, pair=0.006, adv=3.932, sprd=0.020]
Ep 042/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:07,  1.50it/s, loss=0.748, pair=0.006, adv=3.932, sprd=0.020]
Ep 042/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.745, pair=0.001, adv=4.009, sprd=0.021]
Ep 042/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:20,  1.39it/s, loss=0.745, pair=0.001, adv=4.009, sprd=0.021]
Ep 042/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:20,  1.39it/s, loss=0.762, pair=0.008, adv=4.353, sprd=0.026]
Ep 042/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:10,  1.46it/s, loss=0.762, pair=0.008, adv=4.353, sprd=0.026]
Ep 042/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:10,  1.46it/s, loss=0.730, pair=0.001, adv=3.904, sprd=0.018]
Ep 042/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:14,  1.43it/s, loss=0.730, pair=0.001, adv=3.904, sprd=0.018]
Ep 042/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:14,  1.43it/s, loss=0.730, pair=0.001, adv=3.864, sprd=0.018]
Ep 042/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:04,  1.50it/s, loss=0.730, pair=0.001, adv=3.864, sprd=0.018]
Ep 042/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.756, pair=0.000, adv=3.893, sprd=0.022]
Ep 042/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.43it/s, loss=0.756, pair=0.000, adv=3.893, sprd=0.022]
Ep 042/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:13,  1.43it/s, loss=0.747, pair=0.000, adv=3.837, sprd=0.021]
Ep 042/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.49it/s, loss=0.747, pair=0.000, adv=3.837, sprd=0.021]
Ep 042/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.49it/s, loss=0.727, pair=0.000, adv=4.103, sprd=0.017]
Ep 042/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:18,  1.38it/s, loss=0.727, pair=0.000, adv=4.103, sprd=0.017]
Ep 042/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.759, pair=0.000, adv=4.003, sprd=0.024]
Ep 042/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.46it/s, loss=0.759, pair=0.000, adv=4.003, sprd=0.024]
Ep 042/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.46it/s, loss=0.756, pair=0.000, adv=4.107, sprd=0.023]
Ep 042/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.41it/s, loss=0.756, pair=0.000, adv=4.107, sprd=0.023]
Ep 042/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.41it/s, loss=0.734, pair=0.000, adv=3.964, sprd=0.019]
Ep 042/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:00,  1.50it/s, loss=0.734, pair=0.000, adv=3.964, sprd=0.019]
Ep 042/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:00,  1.50it/s, loss=0.839, pair=0.000, adv=3.877, sprd=0.026]
Ep 042/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:11,  1.41it/s, loss=0.839, pair=0.000, adv=3.877, sprd=0.026]
Ep 042/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:11,  1.41it/s, loss=0.766, pair=0.004, adv=4.370, sprd=0.026]
Ep 042/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:01,  1.48it/s, loss=0.766, pair=0.004, adv=4.370, sprd=0.026]
Ep 042/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:01,  1.48it/s, loss=0.763, pair=0.000, adv=3.903, sprd=0.024]
Ep 042/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:06,  1.44it/s, loss=0.763, pair=0.000, adv=3.903, sprd=0.024]
Ep 042/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:06,  1.44it/s, loss=0.771, pair=0.002, adv=4.518, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.49it/s, loss=0.771, pair=0.002, adv=4.518, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.779, pair=0.001, adv=4.141, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.779, pair=0.001, adv=4.141, sprd=0.028]
Ep 042/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:05,  1.43it/s, loss=0.761, pair=0.005, adv=3.986, sprd=0.023]
Ep 042/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.49it/s, loss=0.761, pair=0.005, adv=3.986, sprd=0.023]
Ep 042/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.49it/s, loss=0.755, pair=0.000, adv=4.154, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:06,  1.42it/s, loss=0.755, pair=0.000, adv=4.154, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:06,  1.42it/s, loss=0.750, pair=0.001, adv=4.487, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.750, pair=0.001, adv=4.487, sprd=0.023]
Ep 042/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.745, pair=0.000, adv=3.810, sprd=0.020]
Ep 042/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:11,  1.37it/s, loss=0.745, pair=0.000, adv=3.810, sprd=0.020]
Ep 042/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:11,  1.37it/s, loss=0.765, pair=0.000, adv=4.128, sprd=0.026]
Ep 042/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<03:00,  1.45it/s, loss=0.765, pair=0.000, adv=4.128, sprd=0.026]
Ep 042/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<03:00,  1.45it/s, loss=0.754, pair=0.000, adv=3.907, sprd=0.024]
Ep 042/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:15,  1.33it/s, loss=0.754, pair=0.000, adv=3.907, sprd=0.024]
Ep 042/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:15,  1.33it/s, loss=0.777, pair=0.000, adv=4.320, sprd=0.029]
Ep 042/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<03:03,  1.41it/s, loss=0.777, pair=0.000, adv=4.320, sprd=0.029]
Ep 042/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<03:03,  1.41it/s, loss=0.770, pair=0.000, adv=4.230, sprd=0.027]
Ep 042/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:06,  1.39it/s, loss=0.770, pair=0.000, adv=4.230, sprd=0.027]
Ep 042/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:06,  1.39it/s, loss=0.744, pair=0.003, adv=4.231, sprd=0.022]
Ep 042/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:56,  1.46it/s, loss=0.744, pair=0.003, adv=4.231, sprd=0.022]
Ep 042/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:56,  1.46it/s, loss=0.731, pair=0.001, adv=3.797, sprd=0.017]
Ep 042/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:07,  1.36it/s, loss=0.731, pair=0.001, adv=3.797, sprd=0.017]
Ep 042/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<03:07,  1.36it/s, loss=0.731, pair=0.002, adv=3.997, sprd=0.019]
Ep 042/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:54,  1.46it/s, loss=0.731, pair=0.002, adv=3.997, sprd=0.019]
Ep 042/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:54,  1.46it/s, loss=0.755, pair=0.006, adv=4.187, sprd=0.023]
Ep 042/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.42it/s, loss=0.755, pair=0.006, adv=4.187, sprd=0.023]
Ep 042/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:58,  1.42it/s, loss=0.764, pair=0.006, adv=4.415, sprd=0.027]
Ep 042/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:51,  1.48it/s, loss=0.764, pair=0.006, adv=4.415, sprd=0.027]
Ep 042/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:51,  1.48it/s, loss=0.753, pair=0.006, adv=4.383, sprd=0.024]
Ep 042/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.753, pair=0.006, adv=4.383, sprd=0.024]
Ep 042/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.759, pair=0.008, adv=4.249, sprd=0.024]
Ep 042/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.759, pair=0.008, adv=4.249, sprd=0.024]
Ep 042/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.750, pair=0.004, adv=3.912, sprd=0.017]
Ep 042/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:59,  1.40it/s, loss=0.750, pair=0.004, adv=3.912, sprd=0.017]
Ep 042/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:59,  1.40it/s, loss=0.769, pair=0.008, adv=3.809, sprd=0.025]
Ep 042/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.46it/s, loss=0.769, pair=0.008, adv=3.809, sprd=0.025]
Ep 042/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:49,  1.46it/s, loss=0.750, pair=0.003, adv=3.763, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:58,  1.39it/s, loss=0.750, pair=0.003, adv=3.763, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:58,  1.39it/s, loss=0.747, pair=0.003, adv=3.752, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:49,  1.45it/s, loss=0.747, pair=0.003, adv=3.752, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:49,  1.45it/s, loss=0.751, pair=0.002, adv=3.864, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:56,  1.40it/s, loss=0.751, pair=0.002, adv=3.864, sprd=0.022]
Ep 042/60 [S3:+sens]:  26%|▊  | 87/333 [01:01<02:56,  1.40it/s, loss=0.744, pair=0.000, adv=3.907, sprd=0.021]
Ep 042/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.744, pair=0.000, adv=3.907, sprd=0.021]
Ep 042/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.759, pair=0.001, adv=4.292, sprd=0.024]
Ep 042/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:51,  1.43it/s, loss=0.759, pair=0.001, adv=4.292, sprd=0.024]
Ep 042/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:51,  1.43it/s, loss=0.781, pair=0.007, adv=4.059, sprd=0.029]
Ep 042/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:44,  1.47it/s, loss=0.781, pair=0.007, adv=4.059, sprd=0.029]
Ep 042/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:44,  1.47it/s, loss=0.739, pair=0.002, adv=3.563, sprd=0.018]
Ep 042/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.43it/s, loss=0.739, pair=0.002, adv=3.563, sprd=0.018]
Ep 042/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.43it/s, loss=0.771, pair=0.002, adv=4.074, sprd=0.028]
Ep 042/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.49it/s, loss=0.771, pair=0.002, adv=4.074, sprd=0.028]
Ep 042/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.49it/s, loss=0.766, pair=0.000, adv=4.083, sprd=0.026]
Ep 042/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:49,  1.41it/s, loss=0.766, pair=0.000, adv=4.083, sprd=0.026]
Ep 042/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:49,  1.41it/s, loss=0.766, pair=0.000, adv=4.224, sprd=0.028]
Ep 042/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.766, pair=0.000, adv=4.224, sprd=0.028]
Ep 042/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.751, pair=0.002, adv=3.854, sprd=0.023]
Ep 042/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:47,  1.42it/s, loss=0.751, pair=0.002, adv=3.854, sprd=0.023]
Ep 042/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:47,  1.42it/s, loss=0.754, pair=0.000, adv=4.001, sprd=0.021]
Ep 042/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:39,  1.49it/s, loss=0.754, pair=0.000, adv=4.001, sprd=0.021]
Ep 042/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:39,  1.49it/s, loss=0.845, pair=0.000, adv=4.112, sprd=0.029]
Ep 042/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.41it/s, loss=0.845, pair=0.000, adv=4.112, sprd=0.029]
Ep 042/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.41it/s, loss=0.754, pair=0.000, adv=4.158, sprd=0.024]
Ep 042/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.754, pair=0.000, adv=4.158, sprd=0.024]
Ep 042/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.776, pair=0.006, adv=4.352, sprd=0.028]
Ep 042/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:50,  1.37it/s, loss=0.776, pair=0.006, adv=4.352, sprd=0.028]
Ep 042/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:50,  1.37it/s, loss=0.758, pair=0.003, adv=3.872, sprd=0.025]
Ep 042/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:42,  1.44it/s, loss=0.758, pair=0.003, adv=3.872, sprd=0.025]
Ep 042/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:42,  1.44it/s, loss=0.748, pair=0.002, adv=4.108, sprd=0.024]
Ep 042/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:43,  1.42it/s, loss=0.748, pair=0.002, adv=4.108, sprd=0.024]
Ep 042/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:43,  1.42it/s, loss=0.765, pair=0.001, adv=3.864, sprd=0.027]
Ep 042/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:36,  1.47it/s, loss=0.765, pair=0.001, adv=3.864, sprd=0.027]
Ep 042/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:36,  1.47it/s, loss=0.747, pair=0.001, adv=3.626, sprd=0.021]
Ep 042/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:44,  1.40it/s, loss=0.747, pair=0.001, adv=3.626, sprd=0.021]
Ep 042/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:44,  1.40it/s, loss=0.778, pair=0.004, adv=3.964, sprd=0.030]
Ep 042/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:37,  1.46it/s, loss=0.778, pair=0.004, adv=3.964, sprd=0.030]
Ep 042/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:37,  1.46it/s, loss=0.735, pair=0.001, adv=3.886, sprd=0.018]
Ep 042/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:40,  1.42it/s, loss=0.735, pair=0.001, adv=3.886, sprd=0.018]
Ep 042/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:40,  1.42it/s, loss=0.739, pair=0.008, adv=3.829, sprd=0.020]
Ep 042/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:29,  1.52it/s, loss=0.739, pair=0.008, adv=3.829, sprd=0.020]
Ep 042/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:29,  1.52it/s, loss=0.742, pair=0.000, adv=4.076, sprd=0.022]
Ep 042/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.45it/s, loss=0.742, pair=0.000, adv=4.076, sprd=0.022]
Ep 042/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.45it/s, loss=0.750, pair=0.000, adv=3.878, sprd=0.022]
Ep 042/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:27,  1.52it/s, loss=0.750, pair=0.000, adv=3.878, sprd=0.022]
Ep 042/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:27,  1.52it/s, loss=0.766, pair=0.000, adv=3.811, sprd=0.025]
Ep 042/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:35,  1.44it/s, loss=0.766, pair=0.000, adv=3.811, sprd=0.025]
Ep 042/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:35,  1.44it/s, loss=0.733, pair=0.002, adv=3.991, sprd=0.019]
Ep 042/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.733, pair=0.002, adv=3.991, sprd=0.019]
Ep 042/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.754, pair=0.000, adv=4.074, sprd=0.024]
Ep 042/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.754, pair=0.000, adv=4.074, sprd=0.024]
Ep 042/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.44it/s, loss=0.767, pair=0.001, adv=3.890, sprd=0.026]
Ep 042/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:28,  1.49it/s, loss=0.767, pair=0.001, adv=3.890, sprd=0.026]
Ep 042/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:28,  1.49it/s, loss=0.729, pair=0.003, adv=3.665, sprd=0.017]
Ep 042/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.43it/s, loss=0.729, pair=0.003, adv=3.665, sprd=0.017]
Ep 042/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.43it/s, loss=0.761, pair=0.000, adv=4.245, sprd=0.026]
Ep 042/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.50it/s, loss=0.761, pair=0.000, adv=4.245, sprd=0.026]
Ep 042/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.50it/s, loss=0.744, pair=0.006, adv=4.166, sprd=0.021]
Ep 042/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.744, pair=0.006, adv=4.166, sprd=0.021]
Ep 042/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:33,  1.42it/s, loss=0.752, pair=0.000, adv=3.881, sprd=0.023]
Ep 042/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.50it/s, loss=0.752, pair=0.000, adv=3.881, sprd=0.023]
Ep 042/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:25,  1.50it/s, loss=0.740, pair=0.001, adv=3.824, sprd=0.019]
Ep 042/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:37,  1.37it/s, loss=0.740, pair=0.001, adv=3.824, sprd=0.019]
Ep 042/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:37,  1.37it/s, loss=0.734, pair=0.000, adv=4.068, sprd=0.018]
Ep 042/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:26,  1.47it/s, loss=0.734, pair=0.000, adv=4.068, sprd=0.018]
Ep 042/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:26,  1.47it/s, loss=0.757, pair=0.000, adv=3.892, sprd=0.024]
Ep 042/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:33,  1.39it/s, loss=0.757, pair=0.000, adv=3.892, sprd=0.024]
Ep 042/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:33,  1.39it/s, loss=0.729, pair=0.001, adv=3.933, sprd=0.019]
Ep 042/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.48it/s, loss=0.729, pair=0.001, adv=3.933, sprd=0.019]
Ep 042/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.48it/s, loss=0.747, pair=0.000, adv=3.763, sprd=0.021]
Ep 042/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:27,  1.44it/s, loss=0.747, pair=0.000, adv=3.763, sprd=0.021]
Ep 042/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:27,  1.44it/s, loss=0.760, pair=0.000, adv=4.228, sprd=0.026]
Ep 042/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.760, pair=0.000, adv=4.228, sprd=0.026]
Ep 042/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:20,  1.50it/s, loss=0.745, pair=0.000, adv=3.937, sprd=0.018]
Ep 042/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.38it/s, loss=0.745, pair=0.000, adv=3.937, sprd=0.018]
Ep 042/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.38it/s, loss=0.742, pair=0.000, adv=3.979, sprd=0.019]
Ep 042/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:22,  1.47it/s, loss=0.742, pair=0.000, adv=3.979, sprd=0.019]
Ep 042/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:22,  1.47it/s, loss=0.755, pair=0.007, adv=3.838, sprd=0.022]
Ep 042/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.755, pair=0.007, adv=3.838, sprd=0.022]
Ep 042/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:25,  1.43it/s, loss=0.732, pair=0.005, adv=3.950, sprd=0.018]
Ep 042/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:16,  1.52it/s, loss=0.732, pair=0.005, adv=3.950, sprd=0.018]
Ep 042/60 [S3:+sens]:  38%|▊ | 126/333 [01:28<02:16,  1.52it/s, loss=0.775, pair=0.007, adv=4.269, sprd=0.029]
Ep 042/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.44it/s, loss=0.775, pair=0.007, adv=4.269, sprd=0.029]
Ep 042/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.44it/s, loss=0.759, pair=0.001, adv=3.817, sprd=0.025]
Ep 042/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.759, pair=0.001, adv=3.817, sprd=0.025]
Ep 042/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:16,  1.50it/s, loss=0.746, pair=0.003, adv=3.723, sprd=0.021]
Ep 042/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:20,  1.45it/s, loss=0.746, pair=0.003, adv=3.723, sprd=0.021]
Ep 042/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:20,  1.45it/s, loss=0.744, pair=0.004, adv=4.336, sprd=0.021]
Ep 042/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.52it/s, loss=0.744, pair=0.004, adv=4.336, sprd=0.021]
Ep 042/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:13,  1.52it/s, loss=0.752, pair=0.007, adv=3.684, sprd=0.024]
Ep 042/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:18,  1.46it/s, loss=0.752, pair=0.007, adv=3.684, sprd=0.024]
Ep 042/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:18,  1.46it/s, loss=0.741, pair=0.002, adv=3.655, sprd=0.020]
Ep 042/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:12,  1.52it/s, loss=0.741, pair=0.002, adv=3.655, sprd=0.020]
Ep 042/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:12,  1.52it/s, loss=0.762, pair=0.005, adv=3.937, sprd=0.026]
Ep 042/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.762, pair=0.005, adv=3.937, sprd=0.026]
Ep 042/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.761, pair=0.005, adv=3.754, sprd=0.024]
Ep 042/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.761, pair=0.005, adv=3.754, sprd=0.024]
Ep 042/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:12,  1.50it/s, loss=0.760, pair=0.001, adv=3.738, sprd=0.025]
Ep 042/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.760, pair=0.001, adv=3.738, sprd=0.025]
Ep 042/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:18,  1.43it/s, loss=0.772, pair=0.015, adv=4.046, sprd=0.026]
Ep 042/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.48it/s, loss=0.772, pair=0.015, adv=4.046, sprd=0.026]
Ep 042/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.48it/s, loss=0.758, pair=0.005, adv=3.764, sprd=0.024]
Ep 042/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:22,  1.37it/s, loss=0.758, pair=0.005, adv=3.764, sprd=0.024]
Ep 042/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:22,  1.37it/s, loss=0.751, pair=0.002, adv=4.299, sprd=0.024]
Ep 042/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:14,  1.45it/s, loss=0.751, pair=0.002, adv=4.299, sprd=0.024]
Ep 042/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:14,  1.45it/s, loss=0.744, pair=0.004, adv=4.093, sprd=0.020]
Ep 042/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.744, pair=0.004, adv=4.093, sprd=0.020]
Ep 042/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.769, pair=0.000, adv=3.818, sprd=0.028]
Ep 042/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:13,  1.45it/s, loss=0.769, pair=0.000, adv=3.818, sprd=0.028]
Ep 042/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:13,  1.45it/s, loss=0.737, pair=0.000, adv=3.596, sprd=0.018]
Ep 042/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:18,  1.38it/s, loss=0.737, pair=0.000, adv=3.596, sprd=0.018]
Ep 042/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:18,  1.38it/s, loss=0.757, pair=0.000, adv=3.972, sprd=0.025]
Ep 042/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:11,  1.45it/s, loss=0.757, pair=0.000, adv=3.972, sprd=0.025]
Ep 042/60 [S3:+sens]:  43%|▊ | 142/333 [01:39<02:11,  1.45it/s, loss=0.746, pair=0.001, adv=4.218, sprd=0.022]
Ep 042/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:11,  1.44it/s, loss=0.746, pair=0.001, adv=4.218, sprd=0.022]
Ep 042/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:11,  1.44it/s, loss=0.766, pair=0.001, adv=4.268, sprd=0.028]
Ep 042/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:06,  1.50it/s, loss=0.766, pair=0.001, adv=4.268, sprd=0.028]
Ep 042/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:06,  1.50it/s, loss=0.776, pair=0.005, adv=3.957, sprd=0.028]
Ep 042/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.776, pair=0.005, adv=3.957, sprd=0.028]
Ep 042/60 [S3:+sens]:  44%|▊ | 145/333 [01:41<02:12,  1.42it/s, loss=0.749, pair=0.001, adv=4.112, sprd=0.023]
Ep 042/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.49it/s, loss=0.749, pair=0.001, adv=4.112, sprd=0.023]
Ep 042/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.49it/s, loss=0.755, pair=0.000, adv=4.074, sprd=0.025]
Ep 042/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.755, pair=0.000, adv=4.074, sprd=0.025]
Ep 042/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:09,  1.44it/s, loss=0.757, pair=0.001, adv=3.835, sprd=0.023]
Ep 042/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.50it/s, loss=0.757, pair=0.001, adv=3.835, sprd=0.023]
Ep 042/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:03,  1.50it/s, loss=0.755, pair=0.000, adv=4.179, sprd=0.023]
Ep 042/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:06,  1.45it/s, loss=0.755, pair=0.000, adv=4.179, sprd=0.023]
Ep 042/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:06,  1.45it/s, loss=0.741, pair=0.003, adv=3.886, sprd=0.022]
Ep 042/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.50it/s, loss=0.741, pair=0.003, adv=3.886, sprd=0.022]
Ep 042/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:01,  1.50it/s, loss=0.753, pair=0.003, adv=4.027, sprd=0.024]
Ep 042/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.44it/s, loss=0.753, pair=0.003, adv=4.027, sprd=0.024]
Ep 042/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:05,  1.44it/s, loss=0.771, pair=0.000, adv=3.543, sprd=0.028]
Ep 042/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:01,  1.49it/s, loss=0.771, pair=0.000, adv=3.543, sprd=0.028]
Ep 042/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:01,  1.49it/s, loss=0.749, pair=0.001, adv=3.768, sprd=0.021]
Ep 042/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.749, pair=0.001, adv=3.768, sprd=0.021]
Ep 042/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:06,  1.42it/s, loss=0.756, pair=0.000, adv=3.786, sprd=0.023]
Ep 042/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.48it/s, loss=0.756, pair=0.000, adv=3.786, sprd=0.023]
Ep 042/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:00,  1.48it/s, loss=0.738, pair=0.001, adv=3.776, sprd=0.020]
Ep 042/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:07,  1.40it/s, loss=0.738, pair=0.001, adv=3.776, sprd=0.020]
Ep 042/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:07,  1.40it/s, loss=0.746, pair=0.000, adv=3.334, sprd=0.021]
Ep 042/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.746, pair=0.000, adv=3.334, sprd=0.021]
Ep 042/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:59,  1.48it/s, loss=0.740, pair=0.000, adv=4.307, sprd=0.022]
Ep 042/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.42it/s, loss=0.740, pair=0.000, adv=4.307, sprd=0.022]
Ep 042/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:04,  1.42it/s, loss=0.754, pair=0.000, adv=4.192, sprd=0.024]
Ep 042/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.48it/s, loss=0.754, pair=0.000, adv=4.192, sprd=0.024]
Ep 042/60 [S3:+sens]:  47%|▉ | 158/333 [01:50<01:58,  1.48it/s, loss=0.768, pair=0.000, adv=4.300, sprd=0.027]
Ep 042/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.43it/s, loss=0.768, pair=0.000, adv=4.300, sprd=0.027]
Ep 042/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.43it/s, loss=0.736, pair=0.003, adv=4.217, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:54,  1.52it/s, loss=0.736, pair=0.003, adv=4.217, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:54,  1.52it/s, loss=0.732, pair=0.000, adv=3.846, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.732, pair=0.000, adv=3.846, sprd=0.019]
Ep 042/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.747, pair=0.000, adv=4.302, sprd=0.022]
Ep 042/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.51it/s, loss=0.747, pair=0.000, adv=4.302, sprd=0.022]
Ep 042/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:53,  1.51it/s, loss=0.761, pair=0.002, adv=4.356, sprd=0.025]
Ep 042/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:57,  1.45it/s, loss=0.761, pair=0.002, adv=4.356, sprd=0.025]
Ep 042/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:57,  1.45it/s, loss=0.744, pair=0.001, adv=4.481, sprd=0.023]
Ep 042/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:51,  1.51it/s, loss=0.744, pair=0.001, adv=4.481, sprd=0.023]
Ep 042/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:51,  1.51it/s, loss=0.752, pair=0.000, adv=4.041, sprd=0.022]
Ep 042/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:55,  1.45it/s, loss=0.752, pair=0.000, adv=4.041, sprd=0.022]
Ep 042/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:55,  1.45it/s, loss=0.762, pair=0.005, adv=4.736, sprd=0.026]
Ep 042/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.762, pair=0.005, adv=4.736, sprd=0.026]
Ep 042/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:50,  1.51it/s, loss=0.726, pair=0.003, adv=3.717, sprd=0.016]
Ep 042/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:52,  1.47it/s, loss=0.726, pair=0.003, adv=3.717, sprd=0.016]
Ep 042/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:52,  1.47it/s, loss=0.769, pair=0.006, adv=4.451, sprd=0.026]
Ep 042/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.51it/s, loss=0.769, pair=0.006, adv=4.451, sprd=0.026]
Ep 042/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:49,  1.51it/s, loss=0.758, pair=0.000, adv=4.468, sprd=0.024]
Ep 042/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.42it/s, loss=0.758, pair=0.000, adv=4.468, sprd=0.024]
Ep 042/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:55,  1.42it/s, loss=0.728, pair=0.003, adv=3.797, sprd=0.017]
Ep 042/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.728, pair=0.003, adv=3.797, sprd=0.017]
Ep 042/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.50it/s, loss=0.735, pair=0.001, adv=4.320, sprd=0.020]
Ep 042/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.735, pair=0.001, adv=4.320, sprd=0.020]
Ep 042/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.742, pair=0.002, adv=4.100, sprd=0.022]
Ep 042/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.742, pair=0.002, adv=4.100, sprd=0.022]
Ep 042/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.50it/s, loss=0.753, pair=0.000, adv=4.659, sprd=0.022]
Ep 042/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:49,  1.46it/s, loss=0.753, pair=0.000, adv=4.659, sprd=0.022]
Ep 042/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:49,  1.46it/s, loss=0.727, pair=0.001, adv=3.888, sprd=0.017]
Ep 042/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:43,  1.54it/s, loss=0.727, pair=0.001, adv=3.888, sprd=0.017]
Ep 042/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:43,  1.54it/s, loss=0.754, pair=0.003, adv=4.454, sprd=0.024]
Ep 042/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.45it/s, loss=0.754, pair=0.003, adv=4.454, sprd=0.024]
Ep 042/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:49,  1.45it/s, loss=0.757, pair=0.000, adv=4.006, sprd=0.024]
Ep 042/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.757, pair=0.000, adv=4.006, sprd=0.024]
Ep 042/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:44,  1.50it/s, loss=0.730, pair=0.001, adv=4.257, sprd=0.020]
Ep 042/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.730, pair=0.001, adv=4.257, sprd=0.020]
Ep 042/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.779, pair=0.000, adv=4.497, sprd=0.028]
Ep 042/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.50it/s, loss=0.779, pair=0.000, adv=4.497, sprd=0.028]
Ep 042/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.50it/s, loss=0.723, pair=0.001, adv=4.224, sprd=0.016]
Ep 042/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:44,  1.48it/s, loss=0.723, pair=0.001, adv=4.224, sprd=0.016]
Ep 042/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:44,  1.48it/s, loss=0.746, pair=0.000, adv=4.197, sprd=0.023]
Ep 042/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:39,  1.53it/s, loss=0.746, pair=0.000, adv=4.197, sprd=0.023]
Ep 042/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:39,  1.53it/s, loss=0.722, pair=0.004, adv=4.021, sprd=0.015]
Ep 042/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:43,  1.46it/s, loss=0.722, pair=0.004, adv=4.021, sprd=0.015]
Ep 042/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:43,  1.46it/s, loss=0.775, pair=0.000, adv=4.204, sprd=0.027]
Ep 042/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.51it/s, loss=0.775, pair=0.000, adv=4.204, sprd=0.027]
Ep 042/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:40,  1.51it/s, loss=0.750, pair=0.003, adv=4.145, sprd=0.022]
Ep 042/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.43it/s, loss=0.750, pair=0.003, adv=4.145, sprd=0.022]
Ep 042/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.43it/s, loss=0.748, pair=0.001, adv=3.819, sprd=0.022]
Ep 042/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.49it/s, loss=0.748, pair=0.001, adv=3.819, sprd=0.022]
Ep 042/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.49it/s, loss=0.734, pair=0.003, adv=4.348, sprd=0.019]
Ep 042/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.734, pair=0.003, adv=4.348, sprd=0.019]
Ep 042/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.42it/s, loss=0.749, pair=0.007, adv=4.084, sprd=0.022]
Ep 042/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.749, pair=0.007, adv=4.084, sprd=0.022]
Ep 042/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:38,  1.49it/s, loss=0.744, pair=0.005, adv=4.083, sprd=0.020]
Ep 042/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:45,  1.38it/s, loss=0.744, pair=0.005, adv=4.083, sprd=0.020]
Ep 042/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:45,  1.38it/s, loss=0.762, pair=0.000, adv=4.164, sprd=0.026]
Ep 042/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:39,  1.46it/s, loss=0.762, pair=0.000, adv=4.164, sprd=0.026]
Ep 042/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:39,  1.46it/s, loss=0.766, pair=0.001, adv=4.194, sprd=0.026]
Ep 042/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:42,  1.40it/s, loss=0.766, pair=0.001, adv=4.194, sprd=0.026]
Ep 042/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:42,  1.40it/s, loss=0.750, pair=0.000, adv=4.234, sprd=0.021]
Ep 042/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.48it/s, loss=0.750, pair=0.000, adv=4.234, sprd=0.021]
Ep 042/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.48it/s, loss=0.772, pair=0.000, adv=4.214, sprd=0.028]
Ep 042/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.43it/s, loss=0.772, pair=0.000, adv=4.214, sprd=0.028]
Ep 042/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:39,  1.43it/s, loss=0.756, pair=0.000, adv=3.895, sprd=0.023]
Ep 042/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.48it/s, loss=0.756, pair=0.000, adv=3.895, sprd=0.023]
Ep 042/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:34,  1.48it/s, loss=0.758, pair=0.002, adv=4.234, sprd=0.024]
Ep 042/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:41,  1.37it/s, loss=0.758, pair=0.002, adv=4.234, sprd=0.024]
Ep 042/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:41,  1.37it/s, loss=0.762, pair=0.002, adv=4.035, sprd=0.025]
Ep 042/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:36,  1.44it/s, loss=0.762, pair=0.002, adv=4.035, sprd=0.025]
Ep 042/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:36,  1.44it/s, loss=0.770, pair=0.003, adv=4.426, sprd=0.027]
Ep 042/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.39it/s, loss=0.770, pair=0.003, adv=4.426, sprd=0.027]
Ep 042/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:38,  1.39it/s, loss=0.742, pair=0.001, adv=3.976, sprd=0.022]
Ep 042/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.47it/s, loss=0.742, pair=0.001, adv=3.976, sprd=0.022]
Ep 042/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:33,  1.47it/s, loss=0.746, pair=0.000, adv=4.023, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:38,  1.38it/s, loss=0.746, pair=0.000, adv=4.023, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:38,  1.38it/s, loss=0.744, pair=0.007, adv=4.256, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:31,  1.48it/s, loss=0.744, pair=0.007, adv=4.256, sprd=0.020]
Ep 042/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:31,  1.48it/s, loss=0.732, pair=0.002, adv=3.772, sprd=0.018]
Ep 042/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.44it/s, loss=0.732, pair=0.002, adv=3.772, sprd=0.018]
Ep 042/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.44it/s, loss=0.757, pair=0.013, adv=4.419, sprd=0.024]
Ep 042/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.757, pair=0.013, adv=4.419, sprd=0.024]
Ep 042/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.770, pair=0.005, adv=3.895, sprd=0.028]
Ep 042/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.42it/s, loss=0.770, pair=0.005, adv=3.895, sprd=0.028]
Ep 042/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:32,  1.42it/s, loss=0.756, pair=0.000, adv=4.231, sprd=0.024]
Ep 042/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:28,  1.49it/s, loss=0.756, pair=0.000, adv=4.231, sprd=0.024]
Ep 042/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:28,  1.49it/s, loss=0.782, pair=0.013, adv=4.362, sprd=0.029]
Ep 042/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.37it/s, loss=0.782, pair=0.013, adv=4.362, sprd=0.029]
Ep 042/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.37it/s, loss=0.748, pair=0.001, adv=3.935, sprd=0.022]
Ep 042/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:29,  1.45it/s, loss=0.748, pair=0.001, adv=3.935, sprd=0.022]
Ep 042/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:29,  1.45it/s, loss=0.771, pair=0.001, adv=4.290, sprd=0.028]
Ep 042/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:32,  1.39it/s, loss=0.771, pair=0.001, adv=4.290, sprd=0.028]
Ep 042/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:32,  1.39it/s, loss=0.788, pair=0.001, adv=4.575, sprd=0.033]
Ep 042/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:28,  1.44it/s, loss=0.788, pair=0.001, adv=4.575, sprd=0.033]
Ep 042/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:28,  1.44it/s, loss=0.726, pair=0.000, adv=3.737, sprd=0.015]
Ep 042/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:29,  1.41it/s, loss=0.726, pair=0.000, adv=3.737, sprd=0.015]
Ep 042/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.734, pair=0.000, adv=4.103, sprd=0.018]
Ep 042/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.48it/s, loss=0.734, pair=0.000, adv=4.103, sprd=0.018]
Ep 042/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:24,  1.48it/s, loss=0.742, pair=0.000, adv=4.238, sprd=0.020]
Ep 042/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:29,  1.39it/s, loss=0.742, pair=0.000, adv=4.238, sprd=0.020]
Ep 042/60 [S3:+sens]:  63%|█▎| 209/333 [02:25<01:29,  1.39it/s, loss=0.743, pair=0.001, adv=4.293, sprd=0.022]
Ep 042/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.46it/s, loss=0.743, pair=0.001, adv=4.293, sprd=0.022]
Ep 042/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.46it/s, loss=0.745, pair=0.000, adv=4.350, sprd=0.021]
Ep 042/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.41it/s, loss=0.745, pair=0.000, adv=4.350, sprd=0.021]
Ep 042/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:26,  1.41it/s, loss=0.735, pair=0.006, adv=4.066, sprd=0.016]
Ep 042/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:19,  1.52it/s, loss=0.735, pair=0.006, adv=4.066, sprd=0.016]
Ep 042/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:19,  1.52it/s, loss=0.754, pair=0.001, adv=4.445, sprd=0.022]
Ep 042/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.46it/s, loss=0.754, pair=0.001, adv=4.445, sprd=0.022]
Ep 042/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.46it/s, loss=0.760, pair=0.005, adv=4.504, sprd=0.024]
Ep 042/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.51it/s, loss=0.760, pair=0.005, adv=4.504, sprd=0.024]
Ep 042/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.51it/s, loss=0.759, pair=0.000, adv=4.462, sprd=0.025]
Ep 042/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.44it/s, loss=0.759, pair=0.000, adv=4.462, sprd=0.025]
Ep 042/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:22,  1.44it/s, loss=0.741, pair=0.000, adv=4.204, sprd=0.021]
Ep 042/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.741, pair=0.000, adv=4.204, sprd=0.021]
Ep 042/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.838, pair=0.000, adv=4.421, sprd=0.027]
Ep 042/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.838, pair=0.000, adv=4.421, sprd=0.027]
Ep 042/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:21,  1.43it/s, loss=0.739, pair=0.000, adv=4.067, sprd=0.020]
Ep 042/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.49it/s, loss=0.739, pair=0.000, adv=4.067, sprd=0.020]
Ep 042/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:17,  1.49it/s, loss=0.769, pair=0.000, adv=4.248, sprd=0.028]
Ep 042/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.769, pair=0.000, adv=4.248, sprd=0.028]
Ep 042/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.749, pair=0.000, adv=4.112, sprd=0.022]
Ep 042/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:16,  1.49it/s, loss=0.749, pair=0.000, adv=4.112, sprd=0.022]
Ep 042/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:16,  1.49it/s, loss=0.742, pair=0.000, adv=4.353, sprd=0.022]
Ep 042/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:19,  1.41it/s, loss=0.742, pair=0.000, adv=4.353, sprd=0.022]
Ep 042/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:19,  1.41it/s, loss=0.772, pair=0.003, adv=4.844, sprd=0.029]
Ep 042/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.47it/s, loss=0.772, pair=0.003, adv=4.844, sprd=0.029]
Ep 042/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.47it/s, loss=0.740, pair=0.001, adv=4.199, sprd=0.019]
Ep 042/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.41it/s, loss=0.740, pair=0.001, adv=4.199, sprd=0.019]
Ep 042/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.41it/s, loss=0.747, pair=0.004, adv=4.211, sprd=0.022]
Ep 042/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.48it/s, loss=0.747, pair=0.004, adv=4.211, sprd=0.022]
Ep 042/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:13,  1.48it/s, loss=0.759, pair=0.004, adv=4.244, sprd=0.024]
Ep 042/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:14,  1.45it/s, loss=0.759, pair=0.004, adv=4.244, sprd=0.024]
Ep 042/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:14,  1.45it/s, loss=0.739, pair=0.002, adv=3.812, sprd=0.019]
Ep 042/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:09,  1.53it/s, loss=0.739, pair=0.002, adv=3.812, sprd=0.019]
Ep 042/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:09,  1.53it/s, loss=0.739, pair=0.001, adv=4.190, sprd=0.020]
Ep 042/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:16,  1.39it/s, loss=0.739, pair=0.001, adv=4.190, sprd=0.020]
Ep 042/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:16,  1.39it/s, loss=0.760, pair=0.005, adv=4.173, sprd=0.022]
Ep 042/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.47it/s, loss=0.760, pair=0.005, adv=4.173, sprd=0.022]
Ep 042/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:11,  1.47it/s, loss=0.731, pair=0.003, adv=3.861, sprd=0.016]
Ep 042/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.731, pair=0.003, adv=3.861, sprd=0.016]
Ep 042/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:13,  1.41it/s, loss=0.763, pair=0.007, adv=3.937, sprd=0.025]
Ep 042/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.47it/s, loss=0.763, pair=0.007, adv=3.937, sprd=0.025]
Ep 042/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:09,  1.47it/s, loss=0.744, pair=0.002, adv=3.700, sprd=0.018]
Ep 042/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.744, pair=0.002, adv=3.700, sprd=0.018]
Ep 042/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:13,  1.39it/s, loss=0.751, pair=0.006, adv=4.345, sprd=0.022]
Ep 042/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.47it/s, loss=0.751, pair=0.006, adv=4.345, sprd=0.022]
Ep 042/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.47it/s, loss=0.822, pair=0.001, adv=3.944, sprd=0.022]
Ep 042/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.822, pair=0.001, adv=3.944, sprd=0.022]
Ep 042/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:09,  1.44it/s, loss=0.747, pair=0.002, adv=4.217, sprd=0.023]
Ep 042/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.50it/s, loss=0.747, pair=0.002, adv=4.217, sprd=0.023]
Ep 042/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:06,  1.50it/s, loss=0.750, pair=0.003, adv=3.999, sprd=0.022]
Ep 042/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.44it/s, loss=0.750, pair=0.003, adv=3.999, sprd=0.022]
Ep 042/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.44it/s, loss=0.774, pair=0.004, adv=3.911, sprd=0.028]
Ep 042/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.49it/s, loss=0.774, pair=0.004, adv=3.911, sprd=0.028]
Ep 042/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.49it/s, loss=0.832, pair=0.005, adv=4.224, sprd=0.025]
Ep 042/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.832, pair=0.005, adv=4.224, sprd=0.025]
Ep 042/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:07,  1.42it/s, loss=0.738, pair=0.002, adv=4.403, sprd=0.019]
Ep 042/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.738, pair=0.002, adv=4.403, sprd=0.019]
Ep 042/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:03,  1.50it/s, loss=0.746, pair=0.001, adv=4.291, sprd=0.022]
Ep 042/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:09,  1.35it/s, loss=0.746, pair=0.001, adv=4.291, sprd=0.022]
Ep 042/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:09,  1.35it/s, loss=0.744, pair=0.000, adv=4.239, sprd=0.020]
Ep 042/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:04,  1.45it/s, loss=0.744, pair=0.000, adv=4.239, sprd=0.020]
Ep 042/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:04,  1.45it/s, loss=0.754, pair=0.003, adv=4.210, sprd=0.024]
Ep 042/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.39it/s, loss=0.754, pair=0.003, adv=4.210, sprd=0.024]
Ep 042/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:05,  1.39it/s, loss=0.757, pair=0.005, adv=3.935, sprd=0.024]
Ep 042/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:02,  1.46it/s, loss=0.757, pair=0.005, adv=3.935, sprd=0.024]
Ep 042/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:02,  1.46it/s, loss=0.834, pair=0.004, adv=4.255, sprd=0.027]
Ep 042/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.41it/s, loss=0.834, pair=0.004, adv=4.255, sprd=0.027]
Ep 042/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:03,  1.41it/s, loss=0.753, pair=0.006, adv=4.558, sprd=0.023]
Ep 042/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.753, pair=0.006, adv=4.558, sprd=0.023]
Ep 042/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.50it/s, loss=0.734, pair=0.001, adv=4.034, sprd=0.018]
Ep 042/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.41it/s, loss=0.734, pair=0.001, adv=4.034, sprd=0.018]
Ep 042/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.41it/s, loss=0.749, pair=0.000, adv=3.964, sprd=0.023]
Ep 042/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.48it/s, loss=0.749, pair=0.000, adv=3.964, sprd=0.023]
Ep 042/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.48it/s, loss=0.752, pair=0.003, adv=4.120, sprd=0.025]
Ep 042/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.41it/s, loss=0.752, pair=0.003, adv=4.120, sprd=0.025]
Ep 042/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:00,  1.41it/s, loss=0.760, pair=0.002, adv=4.039, sprd=0.024]
Ep 042/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.760, pair=0.002, adv=4.039, sprd=0.024]
Ep 042/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.779, pair=0.004, adv=4.351, sprd=0.031]
Ep 042/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.41it/s, loss=0.779, pair=0.004, adv=4.351, sprd=0.031]
Ep 042/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.41it/s, loss=0.729, pair=0.000, adv=3.785, sprd=0.017]
Ep 042/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.729, pair=0.000, adv=3.785, sprd=0.017]
Ep 042/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.49it/s, loss=0.758, pair=0.005, adv=3.721, sprd=0.024]
Ep 042/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.40it/s, loss=0.758, pair=0.005, adv=3.721, sprd=0.024]
Ep 042/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:58,  1.40it/s, loss=0.763, pair=0.003, adv=4.063, sprd=0.025]
Ep 042/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:55,  1.46it/s, loss=0.763, pair=0.003, adv=4.063, sprd=0.025]
Ep 042/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:55,  1.46it/s, loss=0.784, pair=0.009, adv=3.778, sprd=0.030]
Ep 042/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:57,  1.40it/s, loss=0.784, pair=0.009, adv=3.778, sprd=0.030]
Ep 042/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:57,  1.40it/s, loss=0.770, pair=0.009, adv=4.355, sprd=0.027]
Ep 042/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:54,  1.46it/s, loss=0.770, pair=0.009, adv=4.355, sprd=0.027]
Ep 042/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:54,  1.46it/s, loss=0.821, pair=0.004, adv=4.131, sprd=0.022]
Ep 042/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.41it/s, loss=0.821, pair=0.004, adv=4.131, sprd=0.022]
Ep 042/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.41it/s, loss=0.752, pair=0.003, adv=4.176, sprd=0.022]
Ep 042/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:52,  1.48it/s, loss=0.752, pair=0.003, adv=4.176, sprd=0.022]
Ep 042/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:52,  1.48it/s, loss=0.763, pair=0.003, adv=4.350, sprd=0.026]
Ep 042/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.41it/s, loss=0.763, pair=0.003, adv=4.350, sprd=0.026]
Ep 042/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:53,  1.41it/s, loss=0.758, pair=0.003, adv=4.104, sprd=0.023]
Ep 042/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.758, pair=0.003, adv=4.104, sprd=0.023]
Ep 042/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.772, pair=0.002, adv=4.441, sprd=0.028]
Ep 042/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.42it/s, loss=0.772, pair=0.002, adv=4.441, sprd=0.028]
Ep 042/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:51,  1.42it/s, loss=0.743, pair=0.001, adv=4.378, sprd=0.022]
Ep 042/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.49it/s, loss=0.743, pair=0.001, adv=4.378, sprd=0.022]
Ep 042/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:49,  1.49it/s, loss=0.764, pair=0.000, adv=3.622, sprd=0.026]
Ep 042/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:52,  1.37it/s, loss=0.764, pair=0.000, adv=3.622, sprd=0.026]
Ep 042/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:52,  1.37it/s, loss=0.751, pair=0.001, adv=3.669, sprd=0.022]
Ep 042/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:49,  1.45it/s, loss=0.751, pair=0.001, adv=3.669, sprd=0.022]
Ep 042/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:49,  1.45it/s, loss=0.739, pair=0.002, adv=3.481, sprd=0.018]
Ep 042/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.45it/s, loss=0.739, pair=0.002, adv=3.481, sprd=0.018]
Ep 042/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.45it/s, loss=0.748, pair=0.000, adv=4.256, sprd=0.020]
Ep 042/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.51it/s, loss=0.748, pair=0.000, adv=4.256, sprd=0.020]
Ep 042/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:45,  1.51it/s, loss=0.751, pair=0.005, adv=3.842, sprd=0.022]
Ep 042/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.751, pair=0.005, adv=3.842, sprd=0.022]
Ep 042/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.751, pair=0.003, adv=3.940, sprd=0.024]
Ep 042/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.751, pair=0.003, adv=3.940, sprd=0.024]
Ep 042/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.48it/s, loss=0.827, pair=0.003, adv=4.343, sprd=0.025]
Ep 042/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.827, pair=0.003, adv=4.343, sprd=0.025]
Ep 042/60 [S3:+sens]:  80%|█▌| 267/333 [03:05<00:46,  1.42it/s, loss=0.748, pair=0.004, adv=3.828, sprd=0.021]
Ep 042/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:44,  1.47it/s, loss=0.748, pair=0.004, adv=3.828, sprd=0.021]
Ep 042/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:44,  1.47it/s, loss=0.748, pair=0.000, adv=4.198, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.43it/s, loss=0.748, pair=0.000, adv=4.198, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:44,  1.43it/s, loss=0.788, pair=0.008, adv=4.431, sprd=0.032]
Ep 042/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.47it/s, loss=0.788, pair=0.008, adv=4.431, sprd=0.032]
Ep 042/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:42,  1.47it/s, loss=0.744, pair=0.003, adv=4.070, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.42it/s, loss=0.744, pair=0.003, adv=4.070, sprd=0.022]
Ep 042/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.42it/s, loss=0.745, pair=0.003, adv=3.762, sprd=0.020]
Ep 042/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.49it/s, loss=0.745, pair=0.003, adv=3.762, sprd=0.020]
Ep 042/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.49it/s, loss=0.767, pair=0.001, adv=4.469, sprd=0.027]
Ep 042/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.43it/s, loss=0.767, pair=0.001, adv=4.469, sprd=0.027]
Ep 042/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.43it/s, loss=0.747, pair=0.000, adv=3.757, sprd=0.020]
Ep 042/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.50it/s, loss=0.747, pair=0.000, adv=3.757, sprd=0.020]
Ep 042/60 [S3:+sens]:  82%|█▋| 274/333 [03:10<00:39,  1.50it/s, loss=0.748, pair=0.002, adv=4.332, sprd=0.021]
Ep 042/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.39it/s, loss=0.748, pair=0.002, adv=4.332, sprd=0.021]
Ep 042/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.39it/s, loss=0.741, pair=0.001, adv=3.963, sprd=0.019]
Ep 042/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.47it/s, loss=0.741, pair=0.001, adv=3.963, sprd=0.019]
Ep 042/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.47it/s, loss=0.757, pair=0.002, adv=4.147, sprd=0.025]
Ep 042/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.42it/s, loss=0.757, pair=0.002, adv=4.147, sprd=0.025]
Ep 042/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.42it/s, loss=0.754, pair=0.004, adv=3.860, sprd=0.024]
Ep 042/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.48it/s, loss=0.754, pair=0.004, adv=3.860, sprd=0.024]
Ep 042/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.48it/s, loss=0.740, pair=0.000, adv=3.893, sprd=0.021]
Ep 042/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.740, pair=0.000, adv=3.893, sprd=0.021]
Ep 042/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:37,  1.43it/s, loss=0.728, pair=0.001, adv=3.738, sprd=0.018]
Ep 042/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:34,  1.52it/s, loss=0.728, pair=0.001, adv=3.738, sprd=0.018]
Ep 042/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:34,  1.52it/s, loss=0.750, pair=0.002, adv=4.169, sprd=0.023]
Ep 042/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.44it/s, loss=0.750, pair=0.002, adv=4.169, sprd=0.023]
Ep 042/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.44it/s, loss=0.736, pair=0.000, adv=3.960, sprd=0.018]
Ep 042/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.51it/s, loss=0.736, pair=0.000, adv=3.960, sprd=0.018]
Ep 042/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:33,  1.51it/s, loss=0.740, pair=0.000, adv=4.284, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.39it/s, loss=0.740, pair=0.000, adv=4.284, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:35,  1.39it/s, loss=0.740, pair=0.000, adv=3.916, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.740, pair=0.000, adv=3.916, sprd=0.020]
Ep 042/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.759, pair=0.000, adv=3.969, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.759, pair=0.000, adv=3.969, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:34,  1.41it/s, loss=0.751, pair=0.001, adv=4.302, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.48it/s, loss=0.751, pair=0.001, adv=4.302, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:31,  1.48it/s, loss=0.750, pair=0.001, adv=3.903, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.41it/s, loss=0.750, pair=0.001, adv=3.903, sprd=0.024]
Ep 042/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.41it/s, loss=0.743, pair=0.000, adv=3.781, sprd=0.022]
Ep 042/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.48it/s, loss=0.743, pair=0.000, adv=3.781, sprd=0.022]
Ep 042/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.48it/s, loss=0.759, pair=0.000, adv=4.009, sprd=0.023]
Ep 042/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.41it/s, loss=0.759, pair=0.000, adv=4.009, sprd=0.023]
Ep 042/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:31,  1.41it/s, loss=0.739, pair=0.001, adv=3.768, sprd=0.019]
Ep 042/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.739, pair=0.001, adv=3.768, sprd=0.019]
Ep 042/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.816, pair=0.000, adv=3.981, sprd=0.021]
Ep 042/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.45it/s, loss=0.816, pair=0.000, adv=3.981, sprd=0.021]
Ep 042/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.45it/s, loss=0.774, pair=0.000, adv=4.066, sprd=0.027]
Ep 042/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.50it/s, loss=0.774, pair=0.000, adv=4.066, sprd=0.027]
Ep 042/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.50it/s, loss=0.765, pair=0.001, adv=4.133, sprd=0.026]
Ep 042/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:29,  1.38it/s, loss=0.765, pair=0.001, adv=4.133, sprd=0.026]
Ep 042/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:29,  1.38it/s, loss=0.759, pair=0.000, adv=3.940, sprd=0.023]
Ep 042/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.45it/s, loss=0.759, pair=0.000, adv=3.940, sprd=0.023]
Ep 042/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.45it/s, loss=0.772, pair=0.007, adv=4.111, sprd=0.028]
Ep 042/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.39it/s, loss=0.772, pair=0.007, adv=4.111, sprd=0.028]
Ep 042/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:27,  1.39it/s, loss=0.767, pair=0.001, adv=4.530, sprd=0.028]
Ep 042/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.47it/s, loss=0.767, pair=0.001, adv=4.530, sprd=0.028]
Ep 042/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:25,  1.47it/s, loss=0.756, pair=0.001, adv=3.970, sprd=0.024]
Ep 042/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.42it/s, loss=0.756, pair=0.001, adv=3.970, sprd=0.024]
Ep 042/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.42it/s, loss=0.734, pair=0.001, adv=3.885, sprd=0.019]
Ep 042/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.52it/s, loss=0.734, pair=0.001, adv=3.885, sprd=0.019]
Ep 042/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.52it/s, loss=0.757, pair=0.003, adv=4.110, sprd=0.024]
Ep 042/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.41it/s, loss=0.757, pair=0.003, adv=4.110, sprd=0.024]
Ep 042/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.41it/s, loss=0.754, pair=0.000, adv=4.019, sprd=0.024]
Ep 042/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.47it/s, loss=0.754, pair=0.000, adv=4.019, sprd=0.024]
Ep 042/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.47it/s, loss=0.722, pair=0.004, adv=4.095, sprd=0.016]
Ep 042/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.722, pair=0.004, adv=4.095, sprd=0.016]
Ep 042/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.44it/s, loss=0.759, pair=0.001, adv=4.351, sprd=0.025]
Ep 042/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.49it/s, loss=0.759, pair=0.001, adv=4.351, sprd=0.025]
Ep 042/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:20,  1.49it/s, loss=0.725, pair=0.002, adv=3.837, sprd=0.017]
Ep 042/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.45it/s, loss=0.725, pair=0.002, adv=3.837, sprd=0.017]
Ep 042/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.45it/s, loss=0.761, pair=0.001, adv=3.886, sprd=0.025]
Ep 042/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.50it/s, loss=0.761, pair=0.001, adv=3.886, sprd=0.025]
Ep 042/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.50it/s, loss=0.738, pair=0.002, adv=3.946, sprd=0.021]
Ep 042/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.43it/s, loss=0.738, pair=0.002, adv=3.946, sprd=0.021]
Ep 042/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.43it/s, loss=0.778, pair=0.003, adv=4.331, sprd=0.031]
Ep 042/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.48it/s, loss=0.778, pair=0.003, adv=4.331, sprd=0.031]
Ep 042/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:18,  1.48it/s, loss=0.767, pair=0.001, adv=4.314, sprd=0.027]
Ep 042/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.38it/s, loss=0.767, pair=0.001, adv=4.314, sprd=0.027]
Ep 042/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.38it/s, loss=0.736, pair=0.001, adv=3.839, sprd=0.019]
Ep 042/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:17,  1.47it/s, loss=0.736, pair=0.001, adv=3.839, sprd=0.019]
Ep 042/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:17,  1.47it/s, loss=0.749, pair=0.003, adv=4.104, sprd=0.023]
Ep 042/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:17,  1.35it/s, loss=0.749, pair=0.003, adv=4.104, sprd=0.023]
Ep 042/60 [S3:+sens]:  93%|█▊| 309/333 [03:34<00:17,  1.35it/s, loss=0.739, pair=0.002, adv=3.533, sprd=0.019]
Ep 042/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.46it/s, loss=0.739, pair=0.002, adv=3.533, sprd=0.019]
Ep 042/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.46it/s, loss=0.732, pair=0.001, adv=4.098, sprd=0.018]
Ep 042/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.44it/s, loss=0.732, pair=0.001, adv=4.098, sprd=0.018]
Ep 042/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.44it/s, loss=0.758, pair=0.001, adv=3.981, sprd=0.021]
Ep 042/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.50it/s, loss=0.758, pair=0.001, adv=3.981, sprd=0.021]
Ep 042/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:14,  1.50it/s, loss=0.751, pair=0.001, adv=3.804, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:13,  1.45it/s, loss=0.751, pair=0.001, adv=3.804, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:13,  1.45it/s, loss=0.751, pair=0.000, adv=3.864, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.51it/s, loss=0.751, pair=0.000, adv=3.864, sprd=0.022]
Ep 042/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.51it/s, loss=0.743, pair=0.004, adv=3.980, sprd=0.021]
Ep 042/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.39it/s, loss=0.743, pair=0.004, adv=3.980, sprd=0.021]
Ep 042/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:12,  1.39it/s, loss=0.741, pair=0.005, adv=3.984, sprd=0.020]
Ep 042/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.47it/s, loss=0.741, pair=0.005, adv=3.984, sprd=0.020]
Ep 042/60 [S3:+sens]:  95%|█▉| 316/333 [03:39<00:11,  1.47it/s, loss=0.780, pair=0.001, adv=4.019, sprd=0.029]
Ep 042/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.39it/s, loss=0.780, pair=0.001, adv=4.019, sprd=0.029]
Ep 042/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.39it/s, loss=0.747, pair=0.003, adv=3.865, sprd=0.021]
Ep 042/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.747, pair=0.003, adv=3.865, sprd=0.021]
Ep 042/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.47it/s, loss=0.747, pair=0.001, adv=3.744, sprd=0.021]
Ep 042/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.747, pair=0.001, adv=3.744, sprd=0.021]
Ep 042/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.756, pair=0.001, adv=4.197, sprd=0.024]
Ep 042/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.756, pair=0.001, adv=4.197, sprd=0.024]
Ep 042/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.769, pair=0.001, adv=4.447, sprd=0.028]
Ep 042/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.769, pair=0.001, adv=4.447, sprd=0.028]
Ep 042/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.762, pair=0.002, adv=3.947, sprd=0.024]
Ep 042/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.50it/s, loss=0.762, pair=0.002, adv=3.947, sprd=0.024]
Ep 042/60 [S3:+sens]:  97%|█▉| 322/333 [03:43<00:07,  1.50it/s, loss=0.742, pair=0.003, adv=4.069, sprd=0.021]
Ep 042/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:06,  1.47it/s, loss=0.742, pair=0.003, adv=4.069, sprd=0.021]
Ep 042/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:06,  1.47it/s, loss=0.744, pair=0.001, adv=3.955, sprd=0.022]
Ep 042/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.744, pair=0.001, adv=3.955, sprd=0.022]
Ep 042/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:05,  1.52it/s, loss=0.743, pair=0.001, adv=4.084, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.44it/s, loss=0.743, pair=0.001, adv=4.084, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 325/333 [03:45<00:05,  1.44it/s, loss=0.765, pair=0.006, adv=4.245, sprd=0.027]
Ep 042/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.765, pair=0.006, adv=4.245, sprd=0.027]
Ep 042/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.741, pair=0.004, adv=4.220, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.741, pair=0.004, adv=4.220, sprd=0.022]
Ep 042/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.43it/s, loss=0.771, pair=0.000, adv=4.236, sprd=0.029]
Ep 042/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.771, pair=0.000, adv=4.236, sprd=0.029]
Ep 042/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.48it/s, loss=0.735, pair=0.001, adv=4.023, sprd=0.019]
Ep 042/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.735, pair=0.001, adv=4.023, sprd=0.019]
Ep 042/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.43it/s, loss=0.763, pair=0.000, adv=4.082, sprd=0.025]
Ep 042/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.763, pair=0.000, adv=4.082, sprd=0.025]
Ep 042/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.745, pair=0.001, adv=3.954, sprd=0.022]
Ep 042/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.745, pair=0.001, adv=3.954, sprd=0.022]
Ep 042/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.43it/s, loss=0.767, pair=0.006, adv=4.396, sprd=0.027]
Ep 042/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.767, pair=0.006, adv=4.396, sprd=0.027]
Ep 042/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.49it/s, loss=0.733, pair=0.001, adv=3.988, sprd=0.018]
Ep 042/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.48it/s, loss=0.733, pair=0.001, adv=3.988, sprd=0.018]
                                                                                                              
Epoch 042/60 [S3:+sens]  loss=0.7545  mat=0.3379  sens=1.0124  pair=0.0023  adv=4.0566(rand=3.37)  deg=0.0051  orth=0.0010  spread=0.0229  q_mean=50.9  q_std=16.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.66e-05  230s

Ep 043/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 043/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.732, pair=0.002, adv=4.094, sprd=0.019]
Ep 043/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:20,  1.15s/it, loss=0.732, pair=0.002, adv=4.094, sprd=0.019]
Ep 043/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:20,  1.15s/it, loss=0.755, pair=0.000, adv=3.772, sprd=0.025]
Ep 043/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:36,  1.20it/s, loss=0.755, pair=0.000, adv=3.772, sprd=0.025]
Ep 043/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:36,  1.20it/s, loss=0.756, pair=0.003, adv=4.173, sprd=0.024]
Ep 043/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:20,  1.27it/s, loss=0.756, pair=0.003, adv=4.173, sprd=0.024]
Ep 043/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:20,  1.27it/s, loss=0.749, pair=0.002, adv=3.934, sprd=0.021]
Ep 043/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:53,  1.41it/s, loss=0.749, pair=0.002, adv=3.934, sprd=0.021]
Ep 043/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:53,  1.41it/s, loss=0.741, pair=0.000, adv=3.973, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.37it/s, loss=0.741, pair=0.000, adv=3.973, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.37it/s, loss=0.753, pair=0.002, adv=3.772, sprd=0.022]
Ep 043/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:44,  1.45it/s, loss=0.753, pair=0.002, adv=3.772, sprd=0.022]
Ep 043/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:44,  1.45it/s, loss=0.749, pair=0.004, adv=3.793, sprd=0.020]
Ep 043/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.749, pair=0.004, adv=3.793, sprd=0.020]
Ep 043/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.744, pair=0.005, adv=3.862, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:34,  1.52it/s, loss=0.744, pair=0.005, adv=3.862, sprd=0.021]
Ep 043/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:34,  1.52it/s, loss=0.736, pair=0.002, adv=4.024, sprd=0.019]
Ep 043/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:38,  1.48it/s, loss=0.736, pair=0.002, adv=4.024, sprd=0.019]
Ep 043/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:38,  1.48it/s, loss=0.761, pair=0.003, adv=4.273, sprd=0.024]
Ep 043/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:30,  1.54it/s, loss=0.761, pair=0.003, adv=4.273, sprd=0.024]
Ep 043/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:30,  1.54it/s, loss=0.829, pair=0.004, adv=4.084, sprd=0.024]
Ep 043/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:39,  1.47it/s, loss=0.829, pair=0.004, adv=4.084, sprd=0.024]
Ep 043/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:39,  1.47it/s, loss=0.760, pair=0.004, adv=3.993, sprd=0.025]
Ep 043/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:33,  1.51it/s, loss=0.760, pair=0.004, adv=3.993, sprd=0.025]
Ep 043/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:33,  1.51it/s, loss=0.740, pair=0.005, adv=4.023, sprd=0.020]
Ep 043/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.740, pair=0.005, adv=4.023, sprd=0.020]
Ep 043/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.747, pair=0.001, adv=3.945, sprd=0.023]
Ep 043/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:29,  1.52it/s, loss=0.747, pair=0.001, adv=3.945, sprd=0.023]
Ep 043/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:29,  1.52it/s, loss=0.745, pair=0.002, adv=3.992, sprd=0.021]
Ep 043/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:39,  1.45it/s, loss=0.745, pair=0.002, adv=3.992, sprd=0.021]
Ep 043/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:39,  1.45it/s, loss=0.734, pair=0.000, adv=3.815, sprd=0.022]
Ep 043/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.51it/s, loss=0.734, pair=0.000, adv=3.815, sprd=0.022]
Ep 043/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:30,  1.51it/s, loss=0.746, pair=0.001, adv=3.935, sprd=0.023]
Ep 043/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:50,  1.37it/s, loss=0.746, pair=0.001, adv=3.935, sprd=0.023]
Ep 043/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:50,  1.37it/s, loss=0.735, pair=0.000, adv=4.016, sprd=0.018]
Ep 043/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:34,  1.47it/s, loss=0.735, pair=0.000, adv=4.016, sprd=0.018]
Ep 043/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:34,  1.47it/s, loss=0.764, pair=0.000, adv=3.810, sprd=0.026]
Ep 043/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:44,  1.40it/s, loss=0.764, pair=0.000, adv=3.810, sprd=0.026]
Ep 043/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:44,  1.40it/s, loss=0.742, pair=0.000, adv=3.919, sprd=0.022]
Ep 043/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:30,  1.48it/s, loss=0.742, pair=0.000, adv=3.919, sprd=0.022]
Ep 043/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:30,  1.48it/s, loss=0.764, pair=0.003, adv=3.912, sprd=0.025]
Ep 043/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:38,  1.43it/s, loss=0.764, pair=0.003, adv=3.912, sprd=0.025]
Ep 043/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:38,  1.43it/s, loss=0.766, pair=0.000, adv=4.029, sprd=0.027]
Ep 043/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:29,  1.48it/s, loss=0.766, pair=0.000, adv=4.029, sprd=0.027]
Ep 043/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:29,  1.48it/s, loss=0.733, pair=0.002, adv=3.955, sprd=0.018]
Ep 043/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:33,  1.45it/s, loss=0.733, pair=0.002, adv=3.955, sprd=0.018]
Ep 043/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:33,  1.45it/s, loss=0.762, pair=0.000, adv=3.864, sprd=0.025]
Ep 043/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:27,  1.49it/s, loss=0.762, pair=0.000, adv=3.864, sprd=0.025]
Ep 043/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:27,  1.49it/s, loss=0.746, pair=0.000, adv=3.505, sprd=0.021]
Ep 043/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:31,  1.46it/s, loss=0.746, pair=0.000, adv=3.505, sprd=0.021]
Ep 043/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:31,  1.46it/s, loss=0.779, pair=0.004, adv=3.928, sprd=0.030]
Ep 043/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.779, pair=0.004, adv=3.928, sprd=0.030]
Ep 043/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.776, pair=0.004, adv=4.523, sprd=0.030]
Ep 043/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:32,  1.44it/s, loss=0.776, pair=0.004, adv=4.523, sprd=0.030]
Ep 043/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:32,  1.44it/s, loss=0.764, pair=0.001, adv=3.836, sprd=0.028]
Ep 043/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:25,  1.48it/s, loss=0.764, pair=0.001, adv=3.836, sprd=0.028]
Ep 043/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:25,  1.48it/s, loss=0.741, pair=0.002, adv=3.822, sprd=0.021]
Ep 043/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:39,  1.39it/s, loss=0.741, pair=0.002, adv=3.822, sprd=0.021]
Ep 043/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:39,  1.39it/s, loss=0.737, pair=0.003, adv=3.837, sprd=0.018]
Ep 043/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:24,  1.48it/s, loss=0.737, pair=0.003, adv=3.837, sprd=0.018]
Ep 043/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:24,  1.48it/s, loss=0.750, pair=0.003, adv=3.846, sprd=0.022]
Ep 043/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:36,  1.40it/s, loss=0.750, pair=0.003, adv=3.846, sprd=0.022]
Ep 043/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:36,  1.40it/s, loss=0.761, pair=0.001, adv=3.981, sprd=0.025]
Ep 043/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:24,  1.48it/s, loss=0.761, pair=0.001, adv=3.981, sprd=0.025]
Ep 043/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:24,  1.48it/s, loss=0.762, pair=0.001, adv=4.308, sprd=0.025]
Ep 043/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:33,  1.40it/s, loss=0.762, pair=0.001, adv=4.308, sprd=0.025]
Ep 043/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:33,  1.40it/s, loss=0.726, pair=0.001, adv=3.877, sprd=0.018]
Ep 043/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:18,  1.51it/s, loss=0.726, pair=0.001, adv=3.877, sprd=0.018]
Ep 043/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:18,  1.51it/s, loss=0.748, pair=0.000, adv=3.937, sprd=0.021]
Ep 043/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:35,  1.38it/s, loss=0.748, pair=0.000, adv=3.937, sprd=0.021]
Ep 043/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:35,  1.38it/s, loss=0.756, pair=0.001, adv=3.945, sprd=0.026]
Ep 043/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:23,  1.46it/s, loss=0.756, pair=0.001, adv=3.945, sprd=0.026]
Ep 043/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:23,  1.46it/s, loss=0.748, pair=0.005, adv=3.710, sprd=0.020]
Ep 043/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:32,  1.39it/s, loss=0.748, pair=0.005, adv=3.710, sprd=0.020]
Ep 043/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:32,  1.39it/s, loss=0.759, pair=0.005, adv=4.051, sprd=0.025]
Ep 043/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:22,  1.46it/s, loss=0.759, pair=0.005, adv=4.051, sprd=0.025]
Ep 043/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:22,  1.46it/s, loss=0.743, pair=0.000, adv=4.076, sprd=0.022]
Ep 043/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.743, pair=0.000, adv=4.076, sprd=0.022]
Ep 043/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.744, pair=0.004, adv=3.942, sprd=0.021]
Ep 043/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:14,  1.50it/s, loss=0.744, pair=0.004, adv=3.942, sprd=0.021]
Ep 043/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:14,  1.50it/s, loss=0.760, pair=0.001, adv=4.081, sprd=0.026]
Ep 043/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:29,  1.39it/s, loss=0.760, pair=0.001, adv=4.081, sprd=0.026]
Ep 043/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:29,  1.39it/s, loss=0.732, pair=0.000, adv=3.729, sprd=0.019]
Ep 043/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.48it/s, loss=0.732, pair=0.000, adv=3.729, sprd=0.019]
Ep 043/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:17,  1.48it/s, loss=0.764, pair=0.002, adv=3.860, sprd=0.026]
Ep 043/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:35,  1.35it/s, loss=0.764, pair=0.002, adv=3.860, sprd=0.026]
Ep 043/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:35,  1.35it/s, loss=0.780, pair=0.001, adv=4.155, sprd=0.030]
Ep 043/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:24,  1.41it/s, loss=0.780, pair=0.001, adv=4.155, sprd=0.030]
Ep 043/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:24,  1.41it/s, loss=0.759, pair=0.000, adv=3.689, sprd=0.024]
Ep 043/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:29,  1.37it/s, loss=0.759, pair=0.000, adv=3.689, sprd=0.024]
Ep 043/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:29,  1.37it/s, loss=0.752, pair=0.000, adv=3.838, sprd=0.023]
Ep 043/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:19,  1.44it/s, loss=0.752, pair=0.000, adv=3.838, sprd=0.023]
Ep 043/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:19,  1.44it/s, loss=0.757, pair=0.008, adv=3.765, sprd=0.025]
Ep 043/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:24,  1.40it/s, loss=0.757, pair=0.008, adv=3.765, sprd=0.025]
Ep 043/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:24,  1.40it/s, loss=0.741, pair=0.000, adv=4.030, sprd=0.021]
Ep 043/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.47it/s, loss=0.741, pair=0.000, adv=4.030, sprd=0.021]
Ep 043/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:14,  1.47it/s, loss=0.738, pair=0.003, adv=4.370, sprd=0.020]
Ep 043/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:24,  1.39it/s, loss=0.738, pair=0.003, adv=4.370, sprd=0.020]
Ep 043/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:24,  1.39it/s, loss=0.768, pair=0.003, adv=3.755, sprd=0.025]
Ep 043/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:12,  1.47it/s, loss=0.768, pair=0.003, adv=3.755, sprd=0.025]
Ep 043/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:12,  1.47it/s, loss=0.755, pair=0.000, adv=3.927, sprd=0.024]
Ep 043/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:19,  1.41it/s, loss=0.755, pair=0.000, adv=3.927, sprd=0.024]
Ep 043/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:19,  1.41it/s, loss=0.758, pair=0.002, adv=3.864, sprd=0.024]
Ep 043/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:10,  1.48it/s, loss=0.758, pair=0.002, adv=3.864, sprd=0.024]
Ep 043/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:10,  1.48it/s, loss=0.774, pair=0.000, adv=3.714, sprd=0.028]
Ep 043/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:19,  1.40it/s, loss=0.774, pair=0.000, adv=3.714, sprd=0.028]
Ep 043/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:19,  1.40it/s, loss=0.740, pair=0.001, adv=4.098, sprd=0.020]
Ep 043/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:08,  1.48it/s, loss=0.740, pair=0.001, adv=4.098, sprd=0.020]
Ep 043/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:08,  1.48it/s, loss=0.739, pair=0.003, adv=4.239, sprd=0.022]
Ep 043/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.43it/s, loss=0.739, pair=0.003, adv=4.239, sprd=0.022]
Ep 043/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.43it/s, loss=0.741, pair=0.000, adv=4.114, sprd=0.018]
Ep 043/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:04,  1.50it/s, loss=0.741, pair=0.000, adv=4.114, sprd=0.018]
Ep 043/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.758, pair=0.006, adv=4.013, sprd=0.022]
Ep 043/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:15,  1.41it/s, loss=0.758, pair=0.006, adv=4.013, sprd=0.022]
Ep 043/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:15,  1.41it/s, loss=0.747, pair=0.001, adv=3.794, sprd=0.023]
Ep 043/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:06,  1.48it/s, loss=0.747, pair=0.001, adv=3.794, sprd=0.023]
Ep 043/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:06,  1.48it/s, loss=0.754, pair=0.001, adv=3.984, sprd=0.023]
Ep 043/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:11,  1.43it/s, loss=0.754, pair=0.001, adv=3.984, sprd=0.023]
Ep 043/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:11,  1.43it/s, loss=0.741, pair=0.000, adv=3.983, sprd=0.020]
Ep 043/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:59,  1.52it/s, loss=0.741, pair=0.000, adv=3.983, sprd=0.020]
Ep 043/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<02:59,  1.52it/s, loss=0.745, pair=0.000, adv=3.752, sprd=0.021]
Ep 043/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:16,  1.38it/s, loss=0.745, pair=0.000, adv=3.752, sprd=0.021]
Ep 043/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:16,  1.38it/s, loss=0.744, pair=0.000, adv=3.920, sprd=0.022]
Ep 043/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.744, pair=0.000, adv=3.920, sprd=0.022]
Ep 043/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.761, pair=0.000, adv=3.977, sprd=0.026]
Ep 043/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:10,  1.42it/s, loss=0.761, pair=0.000, adv=3.977, sprd=0.026]
Ep 043/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:10,  1.42it/s, loss=0.741, pair=0.005, adv=4.340, sprd=0.021]
Ep 043/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:00,  1.49it/s, loss=0.741, pair=0.005, adv=4.340, sprd=0.021]
Ep 043/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:00,  1.49it/s, loss=0.757, pair=0.000, adv=4.038, sprd=0.023]
Ep 043/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.757, pair=0.000, adv=4.038, sprd=0.023]
Ep 043/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.764, pair=0.000, adv=4.094, sprd=0.027]
Ep 043/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:02,  1.46it/s, loss=0.764, pair=0.000, adv=4.094, sprd=0.027]
Ep 043/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:02,  1.46it/s, loss=0.818, pair=0.000, adv=4.106, sprd=0.021]
Ep 043/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.818, pair=0.000, adv=4.106, sprd=0.021]
Ep 043/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:05,  1.43it/s, loss=0.748, pair=0.000, adv=4.132, sprd=0.021]
Ep 043/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.49it/s, loss=0.748, pair=0.000, adv=4.132, sprd=0.021]
Ep 043/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<02:57,  1.49it/s, loss=0.779, pair=0.005, adv=4.382, sprd=0.029]
Ep 043/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.43it/s, loss=0.779, pair=0.005, adv=4.382, sprd=0.029]
Ep 043/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.43it/s, loss=0.776, pair=0.001, adv=4.115, sprd=0.028]
Ep 043/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:58,  1.48it/s, loss=0.776, pair=0.001, adv=4.115, sprd=0.028]
Ep 043/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:58,  1.48it/s, loss=0.743, pair=0.004, adv=3.779, sprd=0.019]
Ep 043/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.743, pair=0.004, adv=3.779, sprd=0.019]
Ep 043/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:04,  1.42it/s, loss=0.751, pair=0.000, adv=4.074, sprd=0.024]
Ep 043/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.751, pair=0.000, adv=4.074, sprd=0.024]
Ep 043/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.830, pair=0.001, adv=3.922, sprd=0.025]
Ep 043/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:04,  1.41it/s, loss=0.830, pair=0.001, adv=3.922, sprd=0.025]
Ep 043/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:04,  1.41it/s, loss=0.733, pair=0.005, adv=3.823, sprd=0.019]
Ep 043/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.733, pair=0.005, adv=3.823, sprd=0.019]
Ep 043/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:52,  1.50it/s, loss=0.740, pair=0.000, adv=3.847, sprd=0.020]
Ep 043/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.45it/s, loss=0.740, pair=0.000, adv=3.847, sprd=0.020]
Ep 043/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.45it/s, loss=0.744, pair=0.000, adv=3.981, sprd=0.021]
Ep 043/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:49,  1.52it/s, loss=0.744, pair=0.000, adv=3.981, sprd=0.021]
Ep 043/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:49,  1.52it/s, loss=0.751, pair=0.008, adv=4.022, sprd=0.022]
Ep 043/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.751, pair=0.008, adv=4.022, sprd=0.022]
Ep 043/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:55,  1.46it/s, loss=0.734, pair=0.008, adv=4.194, sprd=0.019]
Ep 043/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:46,  1.53it/s, loss=0.734, pair=0.008, adv=4.194, sprd=0.019]
Ep 043/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:46,  1.53it/s, loss=0.750, pair=0.005, adv=3.957, sprd=0.023]
Ep 043/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:53,  1.46it/s, loss=0.750, pair=0.005, adv=3.957, sprd=0.023]
Ep 043/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:53,  1.46it/s, loss=0.758, pair=0.000, adv=3.921, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.758, pair=0.000, adv=3.921, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:47,  1.51it/s, loss=0.751, pair=0.000, adv=4.266, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:54,  1.45it/s, loss=0.751, pair=0.000, adv=4.266, sprd=0.025]
Ep 043/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:54,  1.45it/s, loss=0.738, pair=0.000, adv=3.702, sprd=0.019]
Ep 043/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:44,  1.52it/s, loss=0.738, pair=0.000, adv=3.702, sprd=0.019]
Ep 043/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:44,  1.52it/s, loss=0.766, pair=0.002, adv=4.205, sprd=0.028]
Ep 043/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.43it/s, loss=0.766, pair=0.002, adv=4.205, sprd=0.028]
Ep 043/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:55,  1.43it/s, loss=0.753, pair=0.008, adv=4.053, sprd=0.024]
Ep 043/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:44,  1.51it/s, loss=0.753, pair=0.008, adv=4.053, sprd=0.024]
Ep 043/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:44,  1.51it/s, loss=0.743, pair=0.004, adv=3.806, sprd=0.020]
Ep 043/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<03:00,  1.37it/s, loss=0.743, pair=0.004, adv=3.806, sprd=0.020]
Ep 043/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<03:00,  1.37it/s, loss=0.760, pair=0.006, adv=3.998, sprd=0.026]
Ep 043/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:50,  1.45it/s, loss=0.760, pair=0.006, adv=3.998, sprd=0.026]
Ep 043/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:50,  1.45it/s, loss=0.832, pair=0.000, adv=4.096, sprd=0.027]
Ep 043/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.832, pair=0.000, adv=4.096, sprd=0.027]
Ep 043/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.721, pair=0.000, adv=3.562, sprd=0.017]
Ep 043/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:43,  1.50it/s, loss=0.721, pair=0.000, adv=3.562, sprd=0.017]
Ep 043/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.738, pair=0.003, adv=3.998, sprd=0.019]
Ep 043/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.738, pair=0.003, adv=3.998, sprd=0.019]
Ep 043/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:50,  1.43it/s, loss=0.742, pair=0.000, adv=3.613, sprd=0.023]
Ep 043/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.742, pair=0.000, adv=3.613, sprd=0.023]
Ep 043/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:43,  1.49it/s, loss=0.741, pair=0.003, adv=3.933, sprd=0.020]
Ep 043/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.741, pair=0.003, adv=3.933, sprd=0.020]
Ep 043/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.772, pair=0.002, adv=3.920, sprd=0.027]
Ep 043/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.772, pair=0.002, adv=3.920, sprd=0.027]
Ep 043/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.48it/s, loss=0.755, pair=0.000, adv=3.965, sprd=0.023]
Ep 043/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:48,  1.42it/s, loss=0.755, pair=0.000, adv=3.965, sprd=0.023]
Ep 043/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:48,  1.42it/s, loss=0.740, pair=0.000, adv=3.779, sprd=0.019]
Ep 043/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.740, pair=0.000, adv=3.779, sprd=0.019]
Ep 043/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.757, pair=0.001, adv=3.833, sprd=0.025]
Ep 043/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:49,  1.41it/s, loss=0.757, pair=0.001, adv=3.833, sprd=0.025]
Ep 043/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:49,  1.41it/s, loss=0.777, pair=0.004, adv=4.111, sprd=0.029]
Ep 043/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:42,  1.46it/s, loss=0.777, pair=0.004, adv=4.111, sprd=0.029]
Ep 043/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:42,  1.46it/s, loss=0.727, pair=0.000, adv=3.872, sprd=0.018]
Ep 043/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:43,  1.44it/s, loss=0.727, pair=0.000, adv=3.872, sprd=0.018]
Ep 043/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:43,  1.44it/s, loss=0.752, pair=0.000, adv=3.837, sprd=0.024]
Ep 043/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:36,  1.50it/s, loss=0.752, pair=0.000, adv=3.837, sprd=0.024]
Ep 043/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:36,  1.50it/s, loss=0.760, pair=0.000, adv=4.221, sprd=0.026]
Ep 043/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:41,  1.45it/s, loss=0.760, pair=0.000, adv=4.221, sprd=0.026]
Ep 043/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:41,  1.45it/s, loss=0.750, pair=0.002, adv=3.933, sprd=0.023]
Ep 043/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:34,  1.51it/s, loss=0.750, pair=0.002, adv=3.933, sprd=0.023]
Ep 043/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:34,  1.51it/s, loss=0.726, pair=0.004, adv=3.564, sprd=0.016]
Ep 043/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.45it/s, loss=0.726, pair=0.004, adv=3.564, sprd=0.016]
Ep 043/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.45it/s, loss=0.759, pair=0.000, adv=4.448, sprd=0.025]
Ep 043/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.51it/s, loss=0.759, pair=0.000, adv=4.448, sprd=0.025]
Ep 043/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:32,  1.51it/s, loss=0.750, pair=0.002, adv=3.828, sprd=0.022]
Ep 043/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:38,  1.45it/s, loss=0.750, pair=0.002, adv=3.828, sprd=0.022]
Ep 043/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:38,  1.45it/s, loss=0.767, pair=0.007, adv=3.795, sprd=0.026]
Ep 043/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.49it/s, loss=0.767, pair=0.007, adv=3.795, sprd=0.026]
Ep 043/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.753, pair=0.000, adv=4.054, sprd=0.024]
Ep 043/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:40,  1.42it/s, loss=0.753, pair=0.000, adv=4.054, sprd=0.024]
Ep 043/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:40,  1.42it/s, loss=0.758, pair=0.003, adv=4.009, sprd=0.024]
Ep 043/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.48it/s, loss=0.758, pair=0.003, adv=4.009, sprd=0.024]
Ep 043/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.48it/s, loss=0.732, pair=0.002, adv=3.520, sprd=0.017]
Ep 043/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.44it/s, loss=0.732, pair=0.002, adv=3.520, sprd=0.017]
Ep 043/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.44it/s, loss=0.741, pair=0.000, adv=3.915, sprd=0.019]
Ep 043/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.51it/s, loss=0.741, pair=0.000, adv=3.915, sprd=0.019]
Ep 043/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.51it/s, loss=0.731, pair=0.000, adv=3.861, sprd=0.017]
Ep 043/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:34,  1.45it/s, loss=0.731, pair=0.000, adv=3.861, sprd=0.017]
Ep 043/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:34,  1.45it/s, loss=0.779, pair=0.001, adv=4.098, sprd=0.030]
Ep 043/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:30,  1.48it/s, loss=0.779, pair=0.001, adv=4.098, sprd=0.030]
Ep 043/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:30,  1.48it/s, loss=0.753, pair=0.000, adv=3.824, sprd=0.024]
Ep 043/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:35,  1.42it/s, loss=0.753, pair=0.000, adv=3.824, sprd=0.024]
Ep 043/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.42it/s, loss=0.741, pair=0.003, adv=3.610, sprd=0.019]
Ep 043/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:25,  1.51it/s, loss=0.741, pair=0.003, adv=3.610, sprd=0.019]
Ep 043/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:25,  1.51it/s, loss=0.765, pair=0.001, adv=3.669, sprd=0.026]
Ep 043/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.45it/s, loss=0.765, pair=0.001, adv=3.669, sprd=0.026]
Ep 043/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.45it/s, loss=0.773, pair=0.002, adv=3.869, sprd=0.029]
Ep 043/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:27,  1.49it/s, loss=0.773, pair=0.002, adv=3.869, sprd=0.029]
Ep 043/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:27,  1.49it/s, loss=0.810, pair=0.001, adv=4.176, sprd=0.023]
Ep 043/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.810, pair=0.001, adv=4.176, sprd=0.023]
Ep 043/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:32,  1.43it/s, loss=0.741, pair=0.005, adv=4.036, sprd=0.021]
Ep 043/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.49it/s, loss=0.741, pair=0.005, adv=4.036, sprd=0.021]
Ep 043/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.49it/s, loss=0.765, pair=0.001, adv=4.059, sprd=0.027]
Ep 043/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:31,  1.43it/s, loss=0.765, pair=0.001, adv=4.059, sprd=0.027]
Ep 043/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:31,  1.43it/s, loss=0.737, pair=0.000, adv=3.580, sprd=0.020]
Ep 043/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.737, pair=0.000, adv=3.580, sprd=0.020]
Ep 043/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:24,  1.49it/s, loss=0.752, pair=0.006, adv=4.035, sprd=0.022]
Ep 043/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:27,  1.45it/s, loss=0.752, pair=0.006, adv=4.035, sprd=0.022]
Ep 043/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:27,  1.45it/s, loss=0.730, pair=0.004, adv=3.582, sprd=0.017]
Ep 043/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:19,  1.53it/s, loss=0.730, pair=0.004, adv=3.582, sprd=0.017]
Ep 043/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:19,  1.53it/s, loss=0.745, pair=0.001, adv=3.755, sprd=0.022]
Ep 043/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:31,  1.40it/s, loss=0.745, pair=0.001, adv=3.755, sprd=0.022]
Ep 043/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:31,  1.40it/s, loss=0.743, pair=0.001, adv=3.620, sprd=0.020]
Ep 043/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.48it/s, loss=0.743, pair=0.001, adv=3.620, sprd=0.020]
Ep 043/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.48it/s, loss=0.742, pair=0.006, adv=3.579, sprd=0.020]
Ep 043/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.43it/s, loss=0.742, pair=0.006, adv=3.579, sprd=0.020]
Ep 043/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.43it/s, loss=0.751, pair=0.000, adv=3.963, sprd=0.024]
Ep 043/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:20,  1.48it/s, loss=0.751, pair=0.000, adv=3.963, sprd=0.024]
Ep 043/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:20,  1.48it/s, loss=0.757, pair=0.005, adv=4.075, sprd=0.024]
Ep 043/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:30,  1.39it/s, loss=0.757, pair=0.005, adv=4.075, sprd=0.024]
Ep 043/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:30,  1.39it/s, loss=0.738, pair=0.000, adv=4.069, sprd=0.020]
Ep 043/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:19,  1.48it/s, loss=0.738, pair=0.000, adv=4.069, sprd=0.020]
Ep 043/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:19,  1.48it/s, loss=0.751, pair=0.000, adv=3.994, sprd=0.024]
Ep 043/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:26,  1.41it/s, loss=0.751, pair=0.000, adv=3.994, sprd=0.024]
Ep 043/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:26,  1.41it/s, loss=0.748, pair=0.000, adv=3.886, sprd=0.021]
Ep 043/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:19,  1.47it/s, loss=0.748, pair=0.000, adv=3.886, sprd=0.021]
Ep 043/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:19,  1.47it/s, loss=0.740, pair=0.000, adv=3.839, sprd=0.021]
Ep 043/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:24,  1.41it/s, loss=0.740, pair=0.000, adv=3.839, sprd=0.021]
Ep 043/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:24,  1.41it/s, loss=0.748, pair=0.001, adv=3.658, sprd=0.023]
Ep 043/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.49it/s, loss=0.748, pair=0.001, adv=3.658, sprd=0.023]
Ep 043/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.782, pair=0.001, adv=3.724, sprd=0.031]
Ep 043/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.782, pair=0.001, adv=3.724, sprd=0.031]
Ep 043/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:22,  1.42it/s, loss=0.774, pair=0.000, adv=3.512, sprd=0.029]
Ep 043/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:17,  1.46it/s, loss=0.774, pair=0.000, adv=3.512, sprd=0.029]
Ep 043/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:17,  1.46it/s, loss=0.725, pair=0.001, adv=3.696, sprd=0.016]
Ep 043/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:25,  1.38it/s, loss=0.725, pair=0.001, adv=3.696, sprd=0.016]
Ep 043/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:25,  1.38it/s, loss=0.727, pair=0.001, adv=3.669, sprd=0.018]
Ep 043/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.727, pair=0.001, adv=3.669, sprd=0.018]
Ep 043/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:15,  1.47it/s, loss=0.743, pair=0.002, adv=4.157, sprd=0.021]
Ep 043/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:19,  1.42it/s, loss=0.743, pair=0.002, adv=4.157, sprd=0.021]
Ep 043/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:19,  1.42it/s, loss=0.750, pair=0.007, adv=3.622, sprd=0.023]
Ep 043/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:13,  1.48it/s, loss=0.750, pair=0.007, adv=3.622, sprd=0.023]
Ep 043/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:13,  1.48it/s, loss=0.726, pair=0.001, adv=3.983, sprd=0.016]
Ep 043/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.45it/s, loss=0.726, pair=0.001, adv=3.983, sprd=0.016]
Ep 043/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.45it/s, loss=0.753, pair=0.000, adv=4.062, sprd=0.023]
Ep 043/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.753, pair=0.000, adv=4.062, sprd=0.023]
Ep 043/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.834, pair=0.002, adv=3.851, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.44it/s, loss=0.834, pair=0.002, adv=3.851, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:14,  1.44it/s, loss=0.760, pair=0.002, adv=3.996, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.760, pair=0.002, adv=3.996, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.764, pair=0.001, adv=4.336, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.44it/s, loss=0.764, pair=0.001, adv=4.336, sprd=0.026]
Ep 043/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.44it/s, loss=0.773, pair=0.004, adv=4.057, sprd=0.029]
Ep 043/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:08,  1.48it/s, loss=0.773, pair=0.004, adv=4.057, sprd=0.029]
Ep 043/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:08,  1.48it/s, loss=0.830, pair=0.000, adv=3.903, sprd=0.026]
Ep 043/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.42it/s, loss=0.830, pair=0.000, adv=3.903, sprd=0.026]
Ep 043/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.42it/s, loss=0.724, pair=0.000, adv=3.620, sprd=0.016]
Ep 043/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:05,  1.50it/s, loss=0.724, pair=0.000, adv=3.620, sprd=0.016]
Ep 043/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:05,  1.50it/s, loss=0.754, pair=0.005, adv=3.976, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.43it/s, loss=0.754, pair=0.005, adv=3.976, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.43it/s, loss=0.746, pair=0.003, adv=3.867, sprd=0.022]
Ep 043/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.746, pair=0.003, adv=3.867, sprd=0.022]
Ep 043/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:04,  1.50it/s, loss=0.736, pair=0.000, adv=3.567, sprd=0.017]
Ep 043/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:12,  1.40it/s, loss=0.736, pair=0.000, adv=3.567, sprd=0.017]
Ep 043/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:12,  1.40it/s, loss=0.752, pair=0.001, adv=4.173, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.48it/s, loss=0.752, pair=0.001, adv=4.173, sprd=0.023]
Ep 043/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.48it/s, loss=0.739, pair=0.003, adv=3.815, sprd=0.019]
Ep 043/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.43it/s, loss=0.739, pair=0.003, adv=3.815, sprd=0.019]
Ep 043/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.43it/s, loss=0.763, pair=0.012, adv=3.885, sprd=0.025]
Ep 043/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.48it/s, loss=0.763, pair=0.012, adv=3.885, sprd=0.025]
Ep 043/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:03,  1.48it/s, loss=0.760, pair=0.010, adv=3.637, sprd=0.024]
Ep 043/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:09,  1.41it/s, loss=0.760, pair=0.010, adv=3.637, sprd=0.024]
Ep 043/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:09,  1.41it/s, loss=0.762, pair=0.012, adv=4.026, sprd=0.024]
Ep 043/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.47it/s, loss=0.762, pair=0.012, adv=4.026, sprd=0.024]
Ep 043/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:02,  1.47it/s, loss=0.753, pair=0.008, adv=3.808, sprd=0.023]
Ep 043/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:07,  1.41it/s, loss=0.753, pair=0.008, adv=3.808, sprd=0.023]
Ep 043/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:07,  1.41it/s, loss=0.746, pair=0.009, adv=3.846, sprd=0.020]
Ep 043/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:01,  1.48it/s, loss=0.746, pair=0.009, adv=3.846, sprd=0.020]
Ep 043/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:01,  1.48it/s, loss=0.737, pair=0.002, adv=3.762, sprd=0.018]
Ep 043/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.737, pair=0.002, adv=3.762, sprd=0.018]
Ep 043/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.753, pair=0.001, adv=3.771, sprd=0.021]
Ep 043/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:56,  1.52it/s, loss=0.753, pair=0.001, adv=3.771, sprd=0.021]
Ep 043/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:56,  1.52it/s, loss=0.763, pair=0.002, adv=3.929, sprd=0.027]
Ep 043/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:02,  1.44it/s, loss=0.763, pair=0.002, adv=3.929, sprd=0.027]
Ep 043/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:02,  1.44it/s, loss=0.759, pair=0.004, adv=3.581, sprd=0.025]
Ep 043/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:57,  1.49it/s, loss=0.759, pair=0.004, adv=3.581, sprd=0.025]
Ep 043/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.853, pair=0.005, adv=3.845, sprd=0.028]
Ep 043/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:03,  1.41it/s, loss=0.853, pair=0.005, adv=3.845, sprd=0.028]
Ep 043/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:03,  1.41it/s, loss=0.732, pair=0.001, adv=4.071, sprd=0.019]
Ep 043/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.49it/s, loss=0.732, pair=0.001, adv=4.071, sprd=0.019]
Ep 043/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:55,  1.49it/s, loss=0.786, pair=0.007, adv=3.996, sprd=0.030]
Ep 043/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.786, pair=0.007, adv=3.996, sprd=0.030]
Ep 043/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.723, pair=0.001, adv=3.574, sprd=0.016]
Ep 043/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.51it/s, loss=0.723, pair=0.001, adv=3.574, sprd=0.016]
Ep 043/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:53,  1.51it/s, loss=0.739, pair=0.005, adv=3.851, sprd=0.020]
Ep 043/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:02,  1.39it/s, loss=0.739, pair=0.005, adv=3.851, sprd=0.020]
Ep 043/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<02:02,  1.39it/s, loss=0.760, pair=0.008, adv=3.969, sprd=0.025]
Ep 043/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.46it/s, loss=0.760, pair=0.008, adv=3.969, sprd=0.025]
Ep 043/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.46it/s, loss=0.749, pair=0.003, adv=4.019, sprd=0.022]
Ep 043/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.42it/s, loss=0.749, pair=0.003, adv=4.019, sprd=0.022]
Ep 043/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:58,  1.42it/s, loss=0.773, pair=0.005, adv=3.572, sprd=0.027]
Ep 043/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.773, pair=0.005, adv=3.572, sprd=0.027]
Ep 043/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:53,  1.47it/s, loss=0.754, pair=0.004, adv=3.765, sprd=0.023]
Ep 043/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.754, pair=0.004, adv=3.765, sprd=0.023]
Ep 043/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.746, pair=0.002, adv=3.637, sprd=0.021]
Ep 043/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.48it/s, loss=0.746, pair=0.002, adv=3.637, sprd=0.021]
Ep 043/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:51,  1.48it/s, loss=0.730, pair=0.004, adv=3.755, sprd=0.018]
Ep 043/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.44it/s, loss=0.730, pair=0.004, adv=3.755, sprd=0.018]
Ep 043/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:54,  1.44it/s, loss=0.747, pair=0.004, adv=3.711, sprd=0.019]
Ep 043/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.51it/s, loss=0.747, pair=0.004, adv=3.711, sprd=0.019]
Ep 043/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.51it/s, loss=0.764, pair=0.001, adv=3.931, sprd=0.028]
Ep 043/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:55,  1.41it/s, loss=0.764, pair=0.001, adv=3.931, sprd=0.028]
Ep 043/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:55,  1.41it/s, loss=0.775, pair=0.001, adv=3.544, sprd=0.029]
Ep 043/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:49,  1.46it/s, loss=0.775, pair=0.001, adv=3.544, sprd=0.029]
Ep 043/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:49,  1.46it/s, loss=0.749, pair=0.004, adv=3.846, sprd=0.024]
Ep 043/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.749, pair=0.004, adv=3.846, sprd=0.024]
Ep 043/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:52,  1.42it/s, loss=0.769, pair=0.003, adv=3.851, sprd=0.027]
Ep 043/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:47,  1.48it/s, loss=0.769, pair=0.003, adv=3.851, sprd=0.027]
Ep 043/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:47,  1.48it/s, loss=0.762, pair=0.002, adv=3.882, sprd=0.025]
Ep 043/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.762, pair=0.002, adv=3.882, sprd=0.025]
Ep 043/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.43it/s, loss=0.758, pair=0.001, adv=3.751, sprd=0.026]
Ep 043/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.48it/s, loss=0.758, pair=0.001, adv=3.751, sprd=0.026]
Ep 043/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:45,  1.48it/s, loss=0.751, pair=0.001, adv=3.642, sprd=0.023]
Ep 043/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.43it/s, loss=0.751, pair=0.001, adv=3.642, sprd=0.023]
Ep 043/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.43it/s, loss=0.770, pair=0.000, adv=4.184, sprd=0.028]
Ep 043/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.50it/s, loss=0.770, pair=0.000, adv=4.184, sprd=0.028]
Ep 043/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.50it/s, loss=0.837, pair=0.001, adv=4.089, sprd=0.026]
Ep 043/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.837, pair=0.001, adv=4.089, sprd=0.026]
Ep 043/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:46,  1.44it/s, loss=0.741, pair=0.000, adv=3.507, sprd=0.019]
Ep 043/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:40,  1.52it/s, loss=0.741, pair=0.000, adv=3.507, sprd=0.019]
Ep 043/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:40,  1.52it/s, loss=0.726, pair=0.006, adv=3.392, sprd=0.015]
Ep 043/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:45,  1.44it/s, loss=0.726, pair=0.006, adv=3.392, sprd=0.015]
Ep 043/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.765, pair=0.005, adv=3.640, sprd=0.026]
Ep 043/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.48it/s, loss=0.765, pair=0.005, adv=3.640, sprd=0.026]
Ep 043/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:41,  1.48it/s, loss=0.771, pair=0.005, adv=3.747, sprd=0.027]
Ep 043/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:49,  1.37it/s, loss=0.771, pair=0.005, adv=3.747, sprd=0.027]
Ep 043/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:49,  1.37it/s, loss=0.763, pair=0.003, adv=4.176, sprd=0.027]
Ep 043/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:43,  1.45it/s, loss=0.763, pair=0.003, adv=4.176, sprd=0.027]
Ep 043/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:43,  1.45it/s, loss=0.748, pair=0.001, adv=3.862, sprd=0.022]
Ep 043/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.748, pair=0.001, adv=3.862, sprd=0.022]
Ep 043/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:43,  1.42it/s, loss=0.762, pair=0.000, adv=4.231, sprd=0.023]
Ep 043/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.762, pair=0.000, adv=4.231, sprd=0.023]
Ep 043/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:38,  1.49it/s, loss=0.780, pair=0.001, adv=4.034, sprd=0.031]
Ep 043/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:42,  1.43it/s, loss=0.780, pair=0.001, adv=4.034, sprd=0.031]
Ep 043/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:42,  1.43it/s, loss=0.773, pair=0.001, adv=3.790, sprd=0.027]
Ep 043/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:38,  1.48it/s, loss=0.773, pair=0.001, adv=3.790, sprd=0.027]
Ep 043/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:38,  1.48it/s, loss=0.757, pair=0.001, adv=3.663, sprd=0.023]
Ep 043/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.41it/s, loss=0.757, pair=0.001, adv=3.663, sprd=0.023]
Ep 043/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:41,  1.41it/s, loss=0.763, pair=0.000, adv=3.883, sprd=0.025]
Ep 043/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.47it/s, loss=0.763, pair=0.000, adv=3.883, sprd=0.025]
Ep 043/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.47it/s, loss=0.737, pair=0.000, adv=3.838, sprd=0.020]
Ep 043/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.737, pair=0.000, adv=3.838, sprd=0.020]
Ep 043/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.731, pair=0.001, adv=3.703, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:33,  1.50it/s, loss=0.731, pair=0.001, adv=3.703, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:33,  1.50it/s, loss=0.764, pair=0.002, adv=4.084, sprd=0.026]
Ep 043/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.44it/s, loss=0.764, pair=0.002, adv=4.084, sprd=0.026]
Ep 043/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.44it/s, loss=0.733, pair=0.001, adv=3.487, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.733, pair=0.001, adv=3.487, sprd=0.019]
Ep 043/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.52it/s, loss=0.764, pair=0.003, adv=4.183, sprd=0.025]
Ep 043/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.45it/s, loss=0.764, pair=0.003, adv=4.183, sprd=0.025]
Ep 043/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:34,  1.45it/s, loss=0.762, pair=0.000, adv=4.043, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.762, pair=0.000, adv=4.043, sprd=0.026]
Ep 043/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.765, pair=0.000, adv=3.820, sprd=0.027]
Ep 043/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:36,  1.41it/s, loss=0.765, pair=0.000, adv=3.820, sprd=0.027]
Ep 043/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:36,  1.41it/s, loss=0.752, pair=0.001, adv=3.773, sprd=0.023]
Ep 043/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:31,  1.48it/s, loss=0.752, pair=0.001, adv=3.773, sprd=0.023]
Ep 043/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:31,  1.48it/s, loss=0.796, pair=0.003, adv=3.744, sprd=0.035]
Ep 043/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:35,  1.41it/s, loss=0.796, pair=0.003, adv=3.744, sprd=0.035]
Ep 043/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:35,  1.41it/s, loss=0.740, pair=0.002, adv=3.953, sprd=0.019]
Ep 043/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.50it/s, loss=0.740, pair=0.002, adv=3.953, sprd=0.019]
Ep 043/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:28,  1.50it/s, loss=0.745, pair=0.004, adv=3.518, sprd=0.020]
Ep 043/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:33,  1.41it/s, loss=0.745, pair=0.004, adv=3.518, sprd=0.020]
Ep 043/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:33,  1.41it/s, loss=0.771, pair=0.003, adv=3.947, sprd=0.025]
Ep 043/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:28,  1.48it/s, loss=0.771, pair=0.003, adv=3.947, sprd=0.025]
Ep 043/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:28,  1.48it/s, loss=0.812, pair=0.006, adv=3.675, sprd=0.021]
Ep 043/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.812, pair=0.006, adv=3.675, sprd=0.021]
Ep 043/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.738, pair=0.005, adv=3.788, sprd=0.021]
Ep 043/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:24,  1.52it/s, loss=0.738, pair=0.005, adv=3.788, sprd=0.021]
Ep 043/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:24,  1.52it/s, loss=0.740, pair=0.004, adv=3.631, sprd=0.020]
Ep 043/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.46it/s, loss=0.740, pair=0.004, adv=3.631, sprd=0.020]
Ep 043/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.46it/s, loss=0.751, pair=0.001, adv=3.881, sprd=0.022]
Ep 043/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.52it/s, loss=0.751, pair=0.001, adv=3.881, sprd=0.022]
Ep 043/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:23,  1.52it/s, loss=0.759, pair=0.000, adv=4.020, sprd=0.025]
Ep 043/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:27,  1.44it/s, loss=0.759, pair=0.000, adv=4.020, sprd=0.025]
Ep 043/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.44it/s, loss=0.747, pair=0.000, adv=3.507, sprd=0.021]
Ep 043/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.51it/s, loss=0.747, pair=0.000, adv=3.507, sprd=0.021]
Ep 043/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.51it/s, loss=0.771, pair=0.003, adv=3.726, sprd=0.027]
Ep 043/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:30,  1.37it/s, loss=0.771, pair=0.003, adv=3.726, sprd=0.027]
Ep 043/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:30,  1.37it/s, loss=0.745, pair=0.000, adv=3.738, sprd=0.022]
Ep 043/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:24,  1.46it/s, loss=0.745, pair=0.000, adv=3.738, sprd=0.022]
Ep 043/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.46it/s, loss=0.749, pair=0.000, adv=3.675, sprd=0.023]
Ep 043/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.41it/s, loss=0.749, pair=0.000, adv=3.675, sprd=0.023]
Ep 043/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:26,  1.41it/s, loss=0.737, pair=0.007, adv=3.347, sprd=0.019]
Ep 043/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.737, pair=0.007, adv=3.347, sprd=0.019]
Ep 043/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.723, pair=0.000, adv=3.287, sprd=0.018]
Ep 043/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.43it/s, loss=0.723, pair=0.000, adv=3.287, sprd=0.018]
Ep 043/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.43it/s, loss=0.715, pair=0.003, adv=3.247, sprd=0.017]
Ep 043/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.52it/s, loss=0.715, pair=0.003, adv=3.247, sprd=0.017]
Ep 043/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.52it/s, loss=0.776, pair=0.000, adv=3.850, sprd=0.028]
Ep 043/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.776, pair=0.000, adv=3.850, sprd=0.028]
Ep 043/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.743, pair=0.001, adv=4.006, sprd=0.019]
Ep 043/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.52it/s, loss=0.743, pair=0.001, adv=4.006, sprd=0.019]
Ep 043/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.52it/s, loss=0.745, pair=0.003, adv=4.211, sprd=0.021]
Ep 043/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.45it/s, loss=0.745, pair=0.003, adv=4.211, sprd=0.021]
Ep 043/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.45it/s, loss=0.737, pair=0.000, adv=3.942, sprd=0.018]
Ep 043/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.737, pair=0.000, adv=3.942, sprd=0.018]
Ep 043/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.741, pair=0.003, adv=4.171, sprd=0.020]
Ep 043/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:20,  1.42it/s, loss=0.741, pair=0.003, adv=4.171, sprd=0.020]
Ep 043/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:20,  1.42it/s, loss=0.748, pair=0.000, adv=4.562, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.748, pair=0.000, adv=4.562, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.49it/s, loss=0.747, pair=0.000, adv=4.276, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.747, pair=0.000, adv=4.276, sprd=0.021]
Ep 043/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.766, pair=0.000, adv=4.798, sprd=0.027]
Ep 043/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.49it/s, loss=0.766, pair=0.000, adv=4.798, sprd=0.027]
Ep 043/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.49it/s, loss=0.729, pair=0.000, adv=3.814, sprd=0.018]
Ep 043/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.46it/s, loss=0.729, pair=0.000, adv=3.814, sprd=0.018]
Ep 043/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:15,  1.46it/s, loss=0.739, pair=0.007, adv=4.213, sprd=0.019]
Ep 043/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:11,  1.53it/s, loss=0.739, pair=0.007, adv=4.213, sprd=0.019]
Ep 043/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:11,  1.53it/s, loss=0.748, pair=0.002, adv=4.542, sprd=0.022]
Ep 043/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:17,  1.39it/s, loss=0.748, pair=0.002, adv=4.542, sprd=0.022]
Ep 043/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:17,  1.39it/s, loss=0.765, pair=0.016, adv=4.574, sprd=0.024]
Ep 043/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.46it/s, loss=0.765, pair=0.016, adv=4.574, sprd=0.024]
Ep 043/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:13,  1.46it/s, loss=0.832, pair=0.005, adv=4.546, sprd=0.027]
Ep 043/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.40it/s, loss=0.832, pair=0.005, adv=4.546, sprd=0.027]
Ep 043/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:15,  1.40it/s, loss=0.733, pair=0.002, adv=4.854, sprd=0.019]
Ep 043/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.48it/s, loss=0.733, pair=0.002, adv=4.854, sprd=0.019]
Ep 043/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.48it/s, loss=0.749, pair=0.003, adv=4.333, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.43it/s, loss=0.749, pair=0.003, adv=4.333, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.43it/s, loss=0.739, pair=0.000, adv=4.698, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.48it/s, loss=0.739, pair=0.000, adv=4.698, sprd=0.022]
Ep 043/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:09,  1.48it/s, loss=0.739, pair=0.005, adv=3.881, sprd=0.021]
Ep 043/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.739, pair=0.005, adv=3.881, sprd=0.021]
Ep 043/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.766, pair=0.001, adv=4.697, sprd=0.027]
Ep 043/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:09,  1.46it/s, loss=0.766, pair=0.001, adv=4.697, sprd=0.027]
Ep 043/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:09,  1.46it/s, loss=0.760, pair=0.000, adv=5.337, sprd=0.025]
Ep 043/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.41it/s, loss=0.760, pair=0.000, adv=5.337, sprd=0.025]
Ep 043/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:11,  1.41it/s, loss=0.762, pair=0.003, adv=4.533, sprd=0.025]
Ep 043/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.48it/s, loss=0.762, pair=0.003, adv=4.533, sprd=0.025]
Ep 043/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:06,  1.48it/s, loss=0.757, pair=0.000, adv=4.866, sprd=0.025]
Ep 043/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:11,  1.37it/s, loss=0.757, pair=0.000, adv=4.866, sprd=0.025]
Ep 043/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:11,  1.37it/s, loss=0.765, pair=0.000, adv=4.874, sprd=0.028]
Ep 043/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:07,  1.44it/s, loss=0.765, pair=0.000, adv=4.874, sprd=0.028]
Ep 043/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:07,  1.44it/s, loss=0.759, pair=0.002, adv=4.619, sprd=0.024]
Ep 043/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:09,  1.39it/s, loss=0.759, pair=0.002, adv=4.619, sprd=0.024]
Ep 043/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:09,  1.39it/s, loss=0.752, pair=0.002, adv=4.571, sprd=0.023]
Ep 043/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:05,  1.46it/s, loss=0.752, pair=0.002, adv=4.571, sprd=0.023]
Ep 043/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:05,  1.46it/s, loss=0.742, pair=0.002, adv=4.124, sprd=0.020]
Ep 043/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.742, pair=0.002, adv=4.124, sprd=0.020]
Ep 043/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:06,  1.42it/s, loss=0.767, pair=0.003, adv=5.205, sprd=0.026]
Ep 043/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.767, pair=0.003, adv=5.205, sprd=0.026]
Ep 043/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:02,  1.49it/s, loss=0.743, pair=0.000, adv=4.869, sprd=0.020]
Ep 043/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.743, pair=0.000, adv=4.869, sprd=0.020]
Ep 043/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.765, pair=0.000, adv=5.013, sprd=0.027]
Ep 043/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.48it/s, loss=0.765, pair=0.000, adv=5.013, sprd=0.027]
Ep 043/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.48it/s, loss=0.737, pair=0.007, adv=4.757, sprd=0.018]
Ep 043/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:05,  1.38it/s, loss=0.737, pair=0.007, adv=4.757, sprd=0.018]
Ep 043/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:05,  1.38it/s, loss=0.742, pair=0.005, adv=4.438, sprd=0.022]
Ep 043/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.742, pair=0.005, adv=4.438, sprd=0.022]
Ep 043/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<01:00,  1.48it/s, loss=0.760, pair=0.000, adv=4.938, sprd=0.023]
Ep 043/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:05,  1.35it/s, loss=0.760, pair=0.000, adv=4.938, sprd=0.023]
Ep 043/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:05,  1.35it/s, loss=0.756, pair=0.000, adv=4.347, sprd=0.023]
Ep 043/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<01:00,  1.43it/s, loss=0.756, pair=0.000, adv=4.347, sprd=0.023]
Ep 043/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<01:00,  1.43it/s, loss=0.772, pair=0.000, adv=5.085, sprd=0.026]
Ep 043/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.37it/s, loss=0.772, pair=0.000, adv=5.085, sprd=0.026]
Ep 043/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:02,  1.37it/s, loss=0.724, pair=0.000, adv=4.513, sprd=0.016]
Ep 043/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.724, pair=0.000, adv=4.513, sprd=0.016]
Ep 043/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.759, pair=0.000, adv=4.466, sprd=0.023]
Ep 043/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.40it/s, loss=0.759, pair=0.000, adv=4.466, sprd=0.023]
Ep 043/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:59,  1.40it/s, loss=0.742, pair=0.000, adv=5.014, sprd=0.022]
Ep 043/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.742, pair=0.000, adv=5.014, sprd=0.022]
Ep 043/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.49it/s, loss=0.742, pair=0.001, adv=4.801, sprd=0.022]
Ep 043/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.40it/s, loss=0.742, pair=0.001, adv=4.801, sprd=0.022]
Ep 043/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.40it/s, loss=0.748, pair=0.002, adv=5.210, sprd=0.021]
Ep 043/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.48it/s, loss=0.748, pair=0.002, adv=5.210, sprd=0.021]
Ep 043/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.48it/s, loss=0.747, pair=0.001, adv=5.229, sprd=0.023]
Ep 043/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.41it/s, loss=0.747, pair=0.001, adv=5.229, sprd=0.023]
Ep 043/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:56,  1.41it/s, loss=0.736, pair=0.004, adv=4.552, sprd=0.020]
Ep 043/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.50it/s, loss=0.736, pair=0.004, adv=4.552, sprd=0.020]
Ep 043/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.50it/s, loss=0.743, pair=0.000, adv=5.206, sprd=0.021]
Ep 043/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:55,  1.42it/s, loss=0.743, pair=0.000, adv=5.206, sprd=0.021]
Ep 043/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.42it/s, loss=0.752, pair=0.000, adv=4.543, sprd=0.023]
Ep 043/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.752, pair=0.000, adv=4.543, sprd=0.023]
Ep 043/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.49it/s, loss=0.758, pair=0.003, adv=4.871, sprd=0.025]
Ep 043/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.43it/s, loss=0.758, pair=0.003, adv=4.871, sprd=0.025]
Ep 043/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.43it/s, loss=0.745, pair=0.000, adv=4.701, sprd=0.020]
Ep 043/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.745, pair=0.000, adv=4.701, sprd=0.020]
Ep 043/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.49it/s, loss=0.749, pair=0.000, adv=5.020, sprd=0.024]
Ep 043/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.41it/s, loss=0.749, pair=0.000, adv=5.020, sprd=0.024]
Ep 043/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.41it/s, loss=0.733, pair=0.001, adv=4.564, sprd=0.019]
Ep 043/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.50it/s, loss=0.733, pair=0.001, adv=4.564, sprd=0.019]
Ep 043/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:48,  1.50it/s, loss=0.727, pair=0.002, adv=4.166, sprd=0.017]
Ep 043/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.43it/s, loss=0.727, pair=0.002, adv=4.166, sprd=0.017]
Ep 043/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.43it/s, loss=0.759, pair=0.001, adv=4.717, sprd=0.023]
Ep 043/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.50it/s, loss=0.759, pair=0.001, adv=4.717, sprd=0.023]
Ep 043/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.50it/s, loss=0.760, pair=0.000, adv=4.890, sprd=0.023]
Ep 043/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.43it/s, loss=0.760, pair=0.000, adv=4.890, sprd=0.023]
Ep 043/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.43it/s, loss=0.724, pair=0.000, adv=4.443, sprd=0.017]
Ep 043/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.52it/s, loss=0.724, pair=0.000, adv=4.443, sprd=0.017]
Ep 043/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.52it/s, loss=0.739, pair=0.000, adv=5.105, sprd=0.019]
Ep 043/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:46,  1.45it/s, loss=0.739, pair=0.000, adv=5.105, sprd=0.019]
Ep 043/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:46,  1.45it/s, loss=0.744, pair=0.000, adv=4.815, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.51it/s, loss=0.744, pair=0.000, adv=4.815, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:44,  1.51it/s, loss=0.749, pair=0.000, adv=4.711, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.45it/s, loss=0.749, pair=0.000, adv=4.711, sprd=0.022]
Ep 043/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.45it/s, loss=0.741, pair=0.000, adv=4.479, sprd=0.021]
Ep 043/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:42,  1.53it/s, loss=0.741, pair=0.000, adv=4.479, sprd=0.021]
Ep 043/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:42,  1.53it/s, loss=0.719, pair=0.000, adv=4.555, sprd=0.015]
Ep 043/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:43,  1.48it/s, loss=0.719, pair=0.000, adv=4.555, sprd=0.015]
Ep 043/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:43,  1.48it/s, loss=0.749, pair=0.002, adv=4.770, sprd=0.022]
Ep 043/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.53it/s, loss=0.749, pair=0.002, adv=4.770, sprd=0.022]
Ep 043/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.53it/s, loss=0.756, pair=0.000, adv=4.715, sprd=0.023]
Ep 043/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.44it/s, loss=0.756, pair=0.000, adv=4.715, sprd=0.023]
Ep 043/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.44it/s, loss=0.734, pair=0.001, adv=4.696, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.51it/s, loss=0.734, pair=0.001, adv=4.696, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.51it/s, loss=0.735, pair=0.008, adv=4.491, sprd=0.018]
Ep 043/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.735, pair=0.008, adv=4.491, sprd=0.018]
Ep 043/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.741, pair=0.008, adv=4.581, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.741, pair=0.008, adv=4.581, sprd=0.019]
Ep 043/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.50it/s, loss=0.740, pair=0.002, adv=4.599, sprd=0.020]
Ep 043/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.43it/s, loss=0.740, pair=0.002, adv=4.599, sprd=0.020]
Ep 043/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:40,  1.43it/s, loss=0.770, pair=0.001, adv=4.712, sprd=0.028]
Ep 043/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.770, pair=0.001, adv=4.712, sprd=0.028]
Ep 043/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.741, pair=0.002, adv=4.846, sprd=0.021]
Ep 043/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.47it/s, loss=0.741, pair=0.002, adv=4.846, sprd=0.021]
Ep 043/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:38,  1.47it/s, loss=0.742, pair=0.000, adv=4.312, sprd=0.019]
Ep 043/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:35,  1.53it/s, loss=0.742, pair=0.000, adv=4.312, sprd=0.019]
Ep 043/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:35,  1.53it/s, loss=0.777, pair=0.005, adv=4.607, sprd=0.029]
Ep 043/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.45it/s, loss=0.777, pair=0.005, adv=4.607, sprd=0.029]
Ep 043/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.45it/s, loss=0.757, pair=0.000, adv=4.997, sprd=0.025]
Ep 043/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.757, pair=0.000, adv=4.997, sprd=0.025]
Ep 043/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.829, pair=0.000, adv=4.571, sprd=0.026]
Ep 043/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.44it/s, loss=0.829, pair=0.000, adv=4.571, sprd=0.026]
Ep 043/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.44it/s, loss=0.737, pair=0.006, adv=4.118, sprd=0.018]
Ep 043/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.50it/s, loss=0.737, pair=0.006, adv=4.118, sprd=0.018]
Ep 043/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:33,  1.50it/s, loss=0.836, pair=0.000, adv=4.289, sprd=0.028]
Ep 043/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.42it/s, loss=0.836, pair=0.000, adv=4.289, sprd=0.028]
Ep 043/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.42it/s, loss=0.739, pair=0.000, adv=4.513, sprd=0.020]
Ep 043/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.49it/s, loss=0.739, pair=0.000, adv=4.513, sprd=0.020]
Ep 043/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:32,  1.49it/s, loss=0.767, pair=0.000, adv=4.616, sprd=0.026]
Ep 043/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.767, pair=0.000, adv=4.616, sprd=0.026]
Ep 043/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.750, pair=0.002, adv=4.723, sprd=0.023]
Ep 043/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.50it/s, loss=0.750, pair=0.002, adv=4.723, sprd=0.023]
Ep 043/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.50it/s, loss=0.736, pair=0.000, adv=4.293, sprd=0.019]
Ep 043/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.40it/s, loss=0.736, pair=0.000, adv=4.293, sprd=0.019]
Ep 043/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.40it/s, loss=0.724, pair=0.000, adv=4.253, sprd=0.017]
Ep 043/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.724, pair=0.000, adv=4.253, sprd=0.017]
Ep 043/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.49it/s, loss=0.752, pair=0.000, adv=4.949, sprd=0.024]
Ep 043/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.42it/s, loss=0.752, pair=0.000, adv=4.949, sprd=0.024]
Ep 043/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.42it/s, loss=0.739, pair=0.000, adv=4.488, sprd=0.019]
Ep 043/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.739, pair=0.000, adv=4.488, sprd=0.019]
Ep 043/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.737, pair=0.001, adv=4.385, sprd=0.021]
Ep 043/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.41it/s, loss=0.737, pair=0.001, adv=4.385, sprd=0.021]
Ep 043/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.41it/s, loss=0.757, pair=0.000, adv=4.247, sprd=0.024]
Ep 043/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.47it/s, loss=0.757, pair=0.000, adv=4.247, sprd=0.024]
Ep 043/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.47it/s, loss=0.741, pair=0.000, adv=4.556, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:29,  1.37it/s, loss=0.741, pair=0.000, adv=4.556, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:29,  1.37it/s, loss=0.753, pair=0.000, adv=4.889, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.45it/s, loss=0.753, pair=0.000, adv=4.889, sprd=0.022]
Ep 043/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.45it/s, loss=0.746, pair=0.000, adv=4.875, sprd=0.022]
Ep 043/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.42it/s, loss=0.746, pair=0.000, adv=4.875, sprd=0.022]
Ep 043/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.42it/s, loss=0.782, pair=0.006, adv=5.292, sprd=0.031]
Ep 043/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.47it/s, loss=0.782, pair=0.006, adv=5.292, sprd=0.031]
Ep 043/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.47it/s, loss=0.758, pair=0.000, adv=4.967, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.41it/s, loss=0.758, pair=0.000, adv=4.967, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.41it/s, loss=0.762, pair=0.005, adv=5.060, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.48it/s, loss=0.762, pair=0.005, adv=5.060, sprd=0.024]
Ep 043/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.48it/s, loss=0.732, pair=0.000, adv=4.742, sprd=0.019]
Ep 043/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.732, pair=0.000, adv=4.742, sprd=0.019]
Ep 043/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.748, pair=0.000, adv=5.280, sprd=0.023]
Ep 043/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.52it/s, loss=0.748, pair=0.000, adv=5.280, sprd=0.023]
Ep 043/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.52it/s, loss=0.756, pair=0.000, adv=4.671, sprd=0.025]
Ep 043/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.40it/s, loss=0.756, pair=0.000, adv=4.671, sprd=0.025]
Ep 043/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.40it/s, loss=0.745, pair=0.000, adv=4.885, sprd=0.023]
Ep 043/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.47it/s, loss=0.745, pair=0.000, adv=4.885, sprd=0.023]
Ep 043/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.47it/s, loss=0.755, pair=0.006, adv=4.197, sprd=0.023]
Ep 043/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.41it/s, loss=0.755, pair=0.006, adv=4.197, sprd=0.023]
Ep 043/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.41it/s, loss=0.737, pair=0.000, adv=4.364, sprd=0.021]
Ep 043/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.48it/s, loss=0.737, pair=0.000, adv=4.364, sprd=0.021]
Ep 043/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.48it/s, loss=0.745, pair=0.001, adv=4.472, sprd=0.023]
Ep 043/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.41it/s, loss=0.745, pair=0.001, adv=4.472, sprd=0.023]
Ep 043/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.41it/s, loss=0.749, pair=0.000, adv=4.394, sprd=0.023]
Ep 043/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.48it/s, loss=0.749, pair=0.000, adv=4.394, sprd=0.023]
Ep 043/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.48it/s, loss=0.755, pair=0.004, adv=4.623, sprd=0.025]
Ep 043/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.40it/s, loss=0.755, pair=0.004, adv=4.623, sprd=0.025]
Ep 043/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.40it/s, loss=0.761, pair=0.002, adv=5.080, sprd=0.024]
Ep 043/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.761, pair=0.002, adv=5.080, sprd=0.024]
Ep 043/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.49it/s, loss=0.766, pair=0.000, adv=4.580, sprd=0.028]
Ep 043/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.766, pair=0.000, adv=4.580, sprd=0.028]
Ep 043/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.770, pair=0.001, adv=4.747, sprd=0.027]
Ep 043/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.770, pair=0.001, adv=4.747, sprd=0.027]
Ep 043/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.48it/s, loss=0.735, pair=0.003, adv=4.385, sprd=0.018]
Ep 043/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.735, pair=0.003, adv=4.385, sprd=0.018]
Ep 043/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.740, pair=0.007, adv=4.493, sprd=0.022]
Ep 043/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.52it/s, loss=0.740, pair=0.007, adv=4.493, sprd=0.022]
Ep 043/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.52it/s, loss=0.780, pair=0.006, adv=4.426, sprd=0.030]
Ep 043/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.44it/s, loss=0.780, pair=0.006, adv=4.426, sprd=0.030]
Ep 043/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:13,  1.44it/s, loss=0.739, pair=0.001, adv=4.219, sprd=0.021]
Ep 043/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.739, pair=0.001, adv=4.219, sprd=0.021]
Ep 043/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.50it/s, loss=0.748, pair=0.000, adv=4.370, sprd=0.022]
Ep 043/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.748, pair=0.000, adv=4.370, sprd=0.022]
Ep 043/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.729, pair=0.002, adv=4.424, sprd=0.018]
Ep 043/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.729, pair=0.002, adv=4.424, sprd=0.018]
Ep 043/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.50it/s, loss=0.777, pair=0.001, adv=3.965, sprd=0.031]
Ep 043/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.39it/s, loss=0.777, pair=0.001, adv=3.965, sprd=0.031]
Ep 043/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.39it/s, loss=0.758, pair=0.000, adv=4.344, sprd=0.024]
Ep 043/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.758, pair=0.000, adv=4.344, sprd=0.024]
Ep 043/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.47it/s, loss=0.766, pair=0.001, adv=4.308, sprd=0.026]
Ep 043/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.41it/s, loss=0.766, pair=0.001, adv=4.308, sprd=0.026]
Ep 043/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.41it/s, loss=0.772, pair=0.000, adv=4.250, sprd=0.028]
Ep 043/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.46it/s, loss=0.772, pair=0.000, adv=4.250, sprd=0.028]
Ep 043/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.46it/s, loss=0.756, pair=0.000, adv=4.520, sprd=0.025]
Ep 043/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.36it/s, loss=0.756, pair=0.000, adv=4.520, sprd=0.025]
Ep 043/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.36it/s, loss=0.757, pair=0.004, adv=4.606, sprd=0.025]
Ep 043/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.44it/s, loss=0.757, pair=0.004, adv=4.606, sprd=0.025]
Ep 043/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.44it/s, loss=0.756, pair=0.002, adv=4.829, sprd=0.024]
Ep 043/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.756, pair=0.002, adv=4.829, sprd=0.024]
Ep 043/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.42it/s, loss=0.743, pair=0.000, adv=4.031, sprd=0.020]
Ep 043/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.743, pair=0.000, adv=4.031, sprd=0.020]
Ep 043/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.49it/s, loss=0.759, pair=0.001, adv=4.954, sprd=0.025]
Ep 043/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.38it/s, loss=0.759, pair=0.001, adv=4.954, sprd=0.025]
Ep 043/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.38it/s, loss=0.770, pair=0.000, adv=4.483, sprd=0.029]
Ep 043/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.46it/s, loss=0.770, pair=0.000, adv=4.483, sprd=0.029]
Ep 043/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.46it/s, loss=0.767, pair=0.004, adv=4.869, sprd=0.026]
Ep 043/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.41it/s, loss=0.767, pair=0.004, adv=4.869, sprd=0.026]
Ep 043/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.41it/s, loss=0.761, pair=0.003, adv=4.070, sprd=0.023]
Ep 043/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.761, pair=0.003, adv=4.070, sprd=0.023]
Ep 043/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.764, pair=0.010, adv=4.580, sprd=0.026]
Ep 043/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.41it/s, loss=0.764, pair=0.010, adv=4.580, sprd=0.026]
Ep 043/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.41it/s, loss=0.762, pair=0.000, adv=5.000, sprd=0.026]
Ep 043/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.48it/s, loss=0.762, pair=0.000, adv=5.000, sprd=0.026]
Ep 043/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:02,  1.48it/s, loss=0.746, pair=0.000, adv=4.511, sprd=0.022]
Ep 043/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.746, pair=0.000, adv=4.511, sprd=0.022]
Ep 043/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.45it/s, loss=0.757, pair=0.000, adv=4.584, sprd=0.024]
Ep 043/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.51it/s, loss=0.757, pair=0.000, adv=4.584, sprd=0.024]
Ep 043/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.51it/s, loss=0.751, pair=0.000, adv=4.342, sprd=0.020]
Ep 043/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.43it/s, loss=0.751, pair=0.000, adv=4.342, sprd=0.020]
                                                                                                              
Epoch 043/60 [S3:+sens]  loss=0.7539  mat=0.3366  sens=1.0120  pair=0.0020  adv=4.1415(rand=3.37)  deg=0.0057  orth=0.0007  spread=0.0228  q_mean=50.7  q_std=16.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.46e-05  230s

Ep 044/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 044/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.780, pair=0.001, adv=4.734, sprd=0.032]
Ep 044/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:18,  1.14s/it, loss=0.780, pair=0.001, adv=4.734, sprd=0.032]
Ep 044/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:18,  1.14s/it, loss=0.755, pair=0.001, adv=4.779, sprd=0.024]
Ep 044/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:32,  1.22it/s, loss=0.755, pair=0.001, adv=4.779, sprd=0.024]
Ep 044/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:32,  1.22it/s, loss=0.753, pair=0.000, adv=4.748, sprd=0.024]
Ep 044/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:19,  1.27it/s, loss=0.753, pair=0.000, adv=4.748, sprd=0.024]
Ep 044/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:19,  1.27it/s, loss=0.773, pair=0.000, adv=4.882, sprd=0.029]
Ep 044/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.39it/s, loss=0.773, pair=0.000, adv=4.882, sprd=0.029]
Ep 044/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.39it/s, loss=0.738, pair=0.001, adv=4.360, sprd=0.020]
Ep 044/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:58,  1.38it/s, loss=0.738, pair=0.001, adv=4.360, sprd=0.020]
Ep 044/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:58,  1.38it/s, loss=0.730, pair=0.001, adv=4.474, sprd=0.017]
Ep 044/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:38,  1.49it/s, loss=0.730, pair=0.001, adv=4.474, sprd=0.017]
Ep 044/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:38,  1.49it/s, loss=0.744, pair=0.002, adv=4.783, sprd=0.022]
Ep 044/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:44,  1.45it/s, loss=0.744, pair=0.002, adv=4.783, sprd=0.022]
Ep 044/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:44,  1.45it/s, loss=0.781, pair=0.000, adv=4.806, sprd=0.031]
Ep 044/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:35,  1.51it/s, loss=0.781, pair=0.000, adv=4.806, sprd=0.031]
Ep 044/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:35,  1.51it/s, loss=0.757, pair=0.002, adv=4.684, sprd=0.024]
Ep 044/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:42,  1.46it/s, loss=0.757, pair=0.002, adv=4.684, sprd=0.024]
Ep 044/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:42,  1.46it/s, loss=0.757, pair=0.006, adv=4.425, sprd=0.022]
Ep 044/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:31,  1.52it/s, loss=0.757, pair=0.006, adv=4.425, sprd=0.022]
Ep 044/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:31,  1.52it/s, loss=0.779, pair=0.000, adv=4.179, sprd=0.030]
Ep 044/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:45,  1.43it/s, loss=0.779, pair=0.000, adv=4.179, sprd=0.030]
Ep 044/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:45,  1.43it/s, loss=0.734, pair=0.005, adv=4.378, sprd=0.017]
Ep 044/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:32,  1.51it/s, loss=0.734, pair=0.005, adv=4.378, sprd=0.017]
Ep 044/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:32,  1.51it/s, loss=0.763, pair=0.001, adv=4.593, sprd=0.024]
Ep 044/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.44it/s, loss=0.763, pair=0.001, adv=4.593, sprd=0.024]
Ep 044/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.44it/s, loss=0.748, pair=0.005, adv=4.299, sprd=0.021]
Ep 044/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:31,  1.51it/s, loss=0.748, pair=0.005, adv=4.299, sprd=0.021]
Ep 044/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:31,  1.51it/s, loss=0.726, pair=0.003, adv=4.501, sprd=0.015]
Ep 044/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:37,  1.46it/s, loss=0.726, pair=0.003, adv=4.501, sprd=0.015]
Ep 044/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:37,  1.46it/s, loss=0.773, pair=0.003, adv=4.426, sprd=0.026]
Ep 044/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.51it/s, loss=0.773, pair=0.003, adv=4.426, sprd=0.026]
Ep 044/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.51it/s, loss=0.754, pair=0.004, adv=4.196, sprd=0.024]
Ep 044/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:40,  1.43it/s, loss=0.754, pair=0.004, adv=4.196, sprd=0.024]
Ep 044/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:40,  1.43it/s, loss=0.751, pair=0.003, adv=4.575, sprd=0.024]
Ep 044/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:30,  1.49it/s, loss=0.751, pair=0.003, adv=4.575, sprd=0.024]
Ep 044/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:30,  1.49it/s, loss=0.765, pair=0.004, adv=4.530, sprd=0.026]
Ep 044/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:39,  1.43it/s, loss=0.765, pair=0.004, adv=4.530, sprd=0.026]
Ep 044/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:39,  1.43it/s, loss=0.759, pair=0.005, adv=4.107, sprd=0.024]
Ep 044/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:28,  1.50it/s, loss=0.759, pair=0.005, adv=4.107, sprd=0.024]
Ep 044/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:28,  1.50it/s, loss=0.757, pair=0.003, adv=4.429, sprd=0.025]
Ep 044/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:38,  1.43it/s, loss=0.757, pair=0.003, adv=4.429, sprd=0.025]
Ep 044/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:38,  1.43it/s, loss=0.752, pair=0.002, adv=4.446, sprd=0.024]
Ep 044/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:27,  1.50it/s, loss=0.752, pair=0.002, adv=4.446, sprd=0.024]
Ep 044/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:27,  1.50it/s, loss=0.754, pair=0.002, adv=4.355, sprd=0.023]
Ep 044/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:39,  1.41it/s, loss=0.754, pair=0.002, adv=4.355, sprd=0.023]
Ep 044/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:39,  1.41it/s, loss=0.744, pair=0.004, adv=3.976, sprd=0.023]
Ep 044/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:29,  1.48it/s, loss=0.744, pair=0.004, adv=3.976, sprd=0.023]
Ep 044/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:29,  1.48it/s, loss=0.778, pair=0.000, adv=4.607, sprd=0.028]
Ep 044/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:39,  1.41it/s, loss=0.778, pair=0.000, adv=4.607, sprd=0.028]
Ep 044/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:39,  1.41it/s, loss=0.777, pair=0.000, adv=4.791, sprd=0.029]
Ep 044/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:30,  1.46it/s, loss=0.777, pair=0.000, adv=4.791, sprd=0.029]
Ep 044/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:30,  1.46it/s, loss=0.751, pair=0.000, adv=4.614, sprd=0.024]
Ep 044/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:36,  1.41it/s, loss=0.751, pair=0.000, adv=4.614, sprd=0.024]
Ep 044/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:36,  1.41it/s, loss=0.743, pair=0.001, adv=4.337, sprd=0.020]
Ep 044/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.743, pair=0.001, adv=4.337, sprd=0.020]
Ep 044/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.718, pair=0.002, adv=3.997, sprd=0.014]
Ep 044/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.44it/s, loss=0.718, pair=0.002, adv=3.997, sprd=0.014]
Ep 044/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.44it/s, loss=0.754, pair=0.005, adv=4.533, sprd=0.024]
Ep 044/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:22,  1.50it/s, loss=0.754, pair=0.005, adv=4.533, sprd=0.024]
Ep 044/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:22,  1.50it/s, loss=0.749, pair=0.000, adv=4.301, sprd=0.023]
Ep 044/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:35,  1.40it/s, loss=0.749, pair=0.000, adv=4.301, sprd=0.023]
Ep 044/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:35,  1.40it/s, loss=0.773, pair=0.002, adv=4.750, sprd=0.028]
Ep 044/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:25,  1.46it/s, loss=0.773, pair=0.002, adv=4.750, sprd=0.028]
Ep 044/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:25,  1.46it/s, loss=0.754, pair=0.002, adv=4.661, sprd=0.024]
Ep 044/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:31,  1.42it/s, loss=0.754, pair=0.002, adv=4.661, sprd=0.024]
Ep 044/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:31,  1.42it/s, loss=0.757, pair=0.005, adv=4.498, sprd=0.025]
Ep 044/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:22,  1.47it/s, loss=0.757, pair=0.005, adv=4.498, sprd=0.025]
Ep 044/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:22,  1.47it/s, loss=0.762, pair=0.002, adv=4.457, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:30,  1.42it/s, loss=0.762, pair=0.002, adv=4.457, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:30,  1.42it/s, loss=0.759, pair=0.000, adv=4.491, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:20,  1.48it/s, loss=0.759, pair=0.000, adv=4.491, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.757, pair=0.000, adv=4.859, sprd=0.023]
Ep 044/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:32,  1.39it/s, loss=0.757, pair=0.000, adv=4.859, sprd=0.023]
Ep 044/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:32,  1.39it/s, loss=0.760, pair=0.001, adv=4.617, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:21,  1.46it/s, loss=0.760, pair=0.001, adv=4.617, sprd=0.025]
Ep 044/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:21,  1.46it/s, loss=0.837, pair=0.001, adv=4.492, sprd=0.028]
Ep 044/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.837, pair=0.001, adv=4.492, sprd=0.028]
Ep 044/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.762, pair=0.000, adv=4.243, sprd=0.025]
Ep 044/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:21,  1.46it/s, loss=0.762, pair=0.000, adv=4.243, sprd=0.025]
Ep 044/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:21,  1.46it/s, loss=0.725, pair=0.000, adv=4.197, sprd=0.016]
Ep 044/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:32,  1.38it/s, loss=0.725, pair=0.000, adv=4.197, sprd=0.016]
Ep 044/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:32,  1.38it/s, loss=0.750, pair=0.000, adv=4.093, sprd=0.023]
Ep 044/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.750, pair=0.000, adv=4.093, sprd=0.023]
Ep 044/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.744, pair=0.000, adv=4.289, sprd=0.022]
Ep 044/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:26,  1.40it/s, loss=0.744, pair=0.000, adv=4.289, sprd=0.022]
Ep 044/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:26,  1.40it/s, loss=0.752, pair=0.000, adv=4.418, sprd=0.025]
Ep 044/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:16,  1.47it/s, loss=0.752, pair=0.000, adv=4.418, sprd=0.025]
Ep 044/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:16,  1.47it/s, loss=0.786, pair=0.002, adv=4.377, sprd=0.031]
Ep 044/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:33,  1.35it/s, loss=0.786, pair=0.002, adv=4.377, sprd=0.031]
Ep 044/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:33,  1.35it/s, loss=0.744, pair=0.003, adv=4.479, sprd=0.020]
Ep 044/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:17,  1.46it/s, loss=0.744, pair=0.003, adv=4.479, sprd=0.020]
Ep 044/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:17,  1.46it/s, loss=0.740, pair=0.003, adv=4.793, sprd=0.020]
Ep 044/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:20,  1.43it/s, loss=0.740, pair=0.003, adv=4.793, sprd=0.020]
Ep 044/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.752, pair=0.000, adv=4.134, sprd=0.023]
Ep 044/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:12,  1.48it/s, loss=0.752, pair=0.000, adv=4.134, sprd=0.023]
Ep 044/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:12,  1.48it/s, loss=0.737, pair=0.000, adv=4.077, sprd=0.018]
Ep 044/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.737, pair=0.000, adv=4.077, sprd=0.018]
Ep 044/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.770, pair=0.000, adv=4.664, sprd=0.028]
Ep 044/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:12,  1.47it/s, loss=0.770, pair=0.000, adv=4.664, sprd=0.028]
Ep 044/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:12,  1.47it/s, loss=0.813, pair=0.000, adv=4.785, sprd=0.022]
Ep 044/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:18,  1.42it/s, loss=0.813, pair=0.000, adv=4.785, sprd=0.022]
Ep 044/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:18,  1.42it/s, loss=0.765, pair=0.000, adv=4.297, sprd=0.025]
Ep 044/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:10,  1.48it/s, loss=0.765, pair=0.000, adv=4.297, sprd=0.025]
Ep 044/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:10,  1.48it/s, loss=0.786, pair=0.000, adv=4.651, sprd=0.033]
Ep 044/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:16,  1.42it/s, loss=0.786, pair=0.000, adv=4.651, sprd=0.033]
Ep 044/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:16,  1.42it/s, loss=0.750, pair=0.002, adv=4.346, sprd=0.023]
Ep 044/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:07,  1.49it/s, loss=0.750, pair=0.002, adv=4.346, sprd=0.023]
Ep 044/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:07,  1.49it/s, loss=0.792, pair=0.002, adv=4.777, sprd=0.033]
Ep 044/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:15,  1.42it/s, loss=0.792, pair=0.002, adv=4.777, sprd=0.033]
Ep 044/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:15,  1.42it/s, loss=0.740, pair=0.001, adv=4.211, sprd=0.020]
Ep 044/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:03,  1.51it/s, loss=0.740, pair=0.001, adv=4.211, sprd=0.020]
Ep 044/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:03,  1.51it/s, loss=0.831, pair=0.000, adv=4.315, sprd=0.025]
Ep 044/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:12,  1.43it/s, loss=0.831, pair=0.000, adv=4.315, sprd=0.025]
Ep 044/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:12,  1.43it/s, loss=0.752, pair=0.000, adv=4.363, sprd=0.023]
Ep 044/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.752, pair=0.000, adv=4.363, sprd=0.023]
Ep 044/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.745, pair=0.000, adv=4.252, sprd=0.021]
Ep 044/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:08,  1.45it/s, loss=0.745, pair=0.000, adv=4.252, sprd=0.021]
Ep 044/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:08,  1.45it/s, loss=0.751, pair=0.000, adv=4.052, sprd=0.025]
Ep 044/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:02,  1.50it/s, loss=0.751, pair=0.000, adv=4.052, sprd=0.025]
Ep 044/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:02,  1.50it/s, loss=0.811, pair=0.021, adv=4.178, sprd=0.036]
Ep 044/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:09,  1.43it/s, loss=0.811, pair=0.021, adv=4.178, sprd=0.036]
Ep 044/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:09,  1.43it/s, loss=0.766, pair=0.000, adv=4.138, sprd=0.028]
Ep 044/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:03,  1.48it/s, loss=0.766, pair=0.000, adv=4.138, sprd=0.028]
Ep 044/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:03,  1.48it/s, loss=0.793, pair=0.000, adv=4.548, sprd=0.034]
Ep 044/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:12,  1.40it/s, loss=0.793, pair=0.000, adv=4.548, sprd=0.034]
Ep 044/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:12,  1.40it/s, loss=0.743, pair=0.003, adv=4.243, sprd=0.021]
Ep 044/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:00,  1.49it/s, loss=0.743, pair=0.003, adv=4.243, sprd=0.021]
Ep 044/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:00,  1.49it/s, loss=0.749, pair=0.000, adv=4.315, sprd=0.023]
Ep 044/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:08,  1.42it/s, loss=0.749, pair=0.000, adv=4.315, sprd=0.023]
Ep 044/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:08,  1.42it/s, loss=0.733, pair=0.000, adv=4.413, sprd=0.018]
Ep 044/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:56,  1.51it/s, loss=0.733, pair=0.000, adv=4.413, sprd=0.018]
Ep 044/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:56,  1.51it/s, loss=0.742, pair=0.004, adv=4.480, sprd=0.021]
Ep 044/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:11,  1.39it/s, loss=0.742, pair=0.004, adv=4.480, sprd=0.021]
Ep 044/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:11,  1.39it/s, loss=0.758, pair=0.003, adv=4.470, sprd=0.024]
Ep 044/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:00,  1.47it/s, loss=0.758, pair=0.003, adv=4.470, sprd=0.024]
Ep 044/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:00,  1.47it/s, loss=0.762, pair=0.003, adv=4.125, sprd=0.025]
Ep 044/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:06,  1.41it/s, loss=0.762, pair=0.003, adv=4.125, sprd=0.025]
Ep 044/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:06,  1.41it/s, loss=0.763, pair=0.000, adv=4.355, sprd=0.026]
Ep 044/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:58,  1.47it/s, loss=0.763, pair=0.000, adv=4.355, sprd=0.026]
Ep 044/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:58,  1.47it/s, loss=0.755, pair=0.000, adv=4.379, sprd=0.023]
Ep 044/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:03,  1.43it/s, loss=0.755, pair=0.000, adv=4.379, sprd=0.023]
Ep 044/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:03,  1.43it/s, loss=0.765, pair=0.000, adv=4.332, sprd=0.027]
Ep 044/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:56,  1.48it/s, loss=0.765, pair=0.000, adv=4.332, sprd=0.027]
Ep 044/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.753, pair=0.006, adv=4.564, sprd=0.023]
Ep 044/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.43it/s, loss=0.753, pair=0.006, adv=4.564, sprd=0.023]
Ep 044/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.43it/s, loss=0.754, pair=0.009, adv=4.131, sprd=0.023]
Ep 044/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.50it/s, loss=0.754, pair=0.009, adv=4.131, sprd=0.023]
Ep 044/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:53,  1.50it/s, loss=0.772, pair=0.000, adv=4.374, sprd=0.029]
Ep 044/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:01,  1.42it/s, loss=0.772, pair=0.000, adv=4.374, sprd=0.029]
Ep 044/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:01,  1.42it/s, loss=0.759, pair=0.001, adv=4.361, sprd=0.024]
Ep 044/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.759, pair=0.001, adv=4.361, sprd=0.024]
Ep 044/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:52,  1.49it/s, loss=0.776, pair=0.001, adv=4.637, sprd=0.028]
Ep 044/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.42it/s, loss=0.776, pair=0.001, adv=4.637, sprd=0.028]
Ep 044/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:59,  1.42it/s, loss=0.790, pair=0.002, adv=4.431, sprd=0.033]
Ep 044/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:53,  1.47it/s, loss=0.790, pair=0.002, adv=4.431, sprd=0.033]
Ep 044/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:53,  1.47it/s, loss=0.775, pair=0.002, adv=4.304, sprd=0.031]
Ep 044/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<03:05,  1.37it/s, loss=0.775, pair=0.002, adv=4.304, sprd=0.031]
Ep 044/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<03:05,  1.37it/s, loss=0.752, pair=0.003, adv=4.228, sprd=0.023]
Ep 044/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:53,  1.46it/s, loss=0.752, pair=0.003, adv=4.228, sprd=0.023]
Ep 044/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:53,  1.46it/s, loss=0.734, pair=0.008, adv=4.127, sprd=0.019]
Ep 044/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.734, pair=0.008, adv=4.127, sprd=0.019]
Ep 044/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.738, pair=0.001, adv=4.412, sprd=0.021]
Ep 044/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.738, pair=0.001, adv=4.412, sprd=0.021]
Ep 044/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.763, pair=0.003, adv=4.529, sprd=0.024]
Ep 044/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:59,  1.39it/s, loss=0.763, pair=0.003, adv=4.529, sprd=0.024]
Ep 044/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:59,  1.39it/s, loss=0.749, pair=0.000, adv=4.522, sprd=0.024]
Ep 044/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.749, pair=0.000, adv=4.522, sprd=0.024]
Ep 044/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:49,  1.47it/s, loss=0.746, pair=0.000, adv=4.262, sprd=0.021]
Ep 044/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:58,  1.39it/s, loss=0.746, pair=0.000, adv=4.262, sprd=0.021]
Ep 044/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:58,  1.39it/s, loss=0.771, pair=0.001, adv=4.308, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:49,  1.46it/s, loss=0.771, pair=0.001, adv=4.308, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:49,  1.46it/s, loss=0.762, pair=0.001, adv=4.675, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:59,  1.37it/s, loss=0.762, pair=0.001, adv=4.675, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 87/333 [01:01<02:59,  1.37it/s, loss=0.754, pair=0.000, adv=4.610, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:49,  1.44it/s, loss=0.754, pair=0.000, adv=4.610, sprd=0.026]
Ep 044/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:49,  1.44it/s, loss=0.735, pair=0.000, adv=4.046, sprd=0.018]
Ep 044/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:57,  1.38it/s, loss=0.735, pair=0.000, adv=4.046, sprd=0.018]
Ep 044/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:57,  1.38it/s, loss=0.748, pair=0.000, adv=4.422, sprd=0.023]
Ep 044/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:46,  1.46it/s, loss=0.748, pair=0.000, adv=4.422, sprd=0.023]
Ep 044/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:46,  1.46it/s, loss=0.761, pair=0.000, adv=4.309, sprd=0.027]
Ep 044/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:52,  1.40it/s, loss=0.761, pair=0.000, adv=4.309, sprd=0.027]
Ep 044/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:52,  1.40it/s, loss=0.732, pair=0.000, adv=4.361, sprd=0.020]
Ep 044/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.732, pair=0.000, adv=4.361, sprd=0.020]
Ep 044/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.48it/s, loss=0.753, pair=0.000, adv=4.206, sprd=0.023]
Ep 044/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.43it/s, loss=0.753, pair=0.000, adv=4.206, sprd=0.023]
Ep 044/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:47,  1.43it/s, loss=0.750, pair=0.001, adv=4.503, sprd=0.022]
Ep 044/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.750, pair=0.001, adv=4.503, sprd=0.022]
Ep 044/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.50it/s, loss=0.761, pair=0.001, adv=4.699, sprd=0.026]
Ep 044/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:45,  1.44it/s, loss=0.761, pair=0.001, adv=4.699, sprd=0.026]
Ep 044/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:45,  1.44it/s, loss=0.749, pair=0.000, adv=3.914, sprd=0.023]
Ep 044/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.50it/s, loss=0.749, pair=0.000, adv=3.914, sprd=0.023]
Ep 044/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:37,  1.50it/s, loss=0.833, pair=0.002, adv=3.966, sprd=0.024]
Ep 044/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:42,  1.45it/s, loss=0.833, pair=0.002, adv=3.966, sprd=0.024]
Ep 044/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:42,  1.45it/s, loss=0.771, pair=0.001, adv=4.415, sprd=0.027]
Ep 044/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:37,  1.49it/s, loss=0.771, pair=0.001, adv=4.415, sprd=0.027]
Ep 044/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:37,  1.49it/s, loss=0.740, pair=0.001, adv=4.265, sprd=0.020]
Ep 044/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:42,  1.44it/s, loss=0.740, pair=0.001, adv=4.265, sprd=0.020]
Ep 044/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:42,  1.44it/s, loss=0.734, pair=0.003, adv=4.056, sprd=0.019]
Ep 044/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:35,  1.50it/s, loss=0.734, pair=0.003, adv=4.056, sprd=0.019]
Ep 044/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:35,  1.50it/s, loss=0.722, pair=0.000, adv=4.214, sprd=0.018]
Ep 044/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:37,  1.47it/s, loss=0.722, pair=0.000, adv=4.214, sprd=0.018]
Ep 044/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:37,  1.47it/s, loss=0.742, pair=0.000, adv=4.339, sprd=0.021]
Ep 044/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:30,  1.54it/s, loss=0.742, pair=0.000, adv=4.339, sprd=0.021]
Ep 044/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:30,  1.54it/s, loss=0.746, pair=0.000, adv=4.138, sprd=0.021]
Ep 044/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:36,  1.47it/s, loss=0.746, pair=0.000, adv=4.138, sprd=0.021]
Ep 044/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:36,  1.47it/s, loss=0.756, pair=0.000, adv=4.313, sprd=0.025]
Ep 044/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.756, pair=0.000, adv=4.313, sprd=0.025]
Ep 044/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:32,  1.50it/s, loss=0.732, pair=0.000, adv=3.899, sprd=0.018]
Ep 044/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:37,  1.45it/s, loss=0.732, pair=0.000, adv=3.899, sprd=0.018]
Ep 044/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:37,  1.45it/s, loss=0.762, pair=0.000, adv=4.246, sprd=0.026]
Ep 044/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.762, pair=0.000, adv=4.246, sprd=0.026]
Ep 044/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:31,  1.50it/s, loss=0.742, pair=0.003, adv=3.924, sprd=0.021]
Ep 044/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.43it/s, loss=0.742, pair=0.003, adv=3.924, sprd=0.021]
Ep 044/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.43it/s, loss=0.778, pair=0.002, adv=4.384, sprd=0.030]
Ep 044/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.48it/s, loss=0.778, pair=0.002, adv=4.384, sprd=0.030]
Ep 044/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:31,  1.48it/s, loss=0.740, pair=0.000, adv=4.704, sprd=0.022]
Ep 044/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:40,  1.40it/s, loss=0.740, pair=0.000, adv=4.704, sprd=0.022]
Ep 044/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:40,  1.40it/s, loss=0.717, pair=0.001, adv=4.386, sprd=0.016]
Ep 044/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.717, pair=0.001, adv=4.386, sprd=0.016]
Ep 044/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.814, pair=0.003, adv=4.369, sprd=0.020]
Ep 044/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:32,  1.45it/s, loss=0.814, pair=0.003, adv=4.369, sprd=0.020]
Ep 044/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:32,  1.45it/s, loss=0.753, pair=0.001, adv=4.348, sprd=0.022]
Ep 044/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.753, pair=0.001, adv=4.348, sprd=0.022]
Ep 044/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:26,  1.51it/s, loss=0.749, pair=0.000, adv=4.454, sprd=0.023]
Ep 044/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.749, pair=0.000, adv=4.454, sprd=0.023]
Ep 044/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.744, pair=0.001, adv=4.515, sprd=0.022]
Ep 044/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.51it/s, loss=0.744, pair=0.001, adv=4.515, sprd=0.022]
Ep 044/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.51it/s, loss=0.764, pair=0.000, adv=4.439, sprd=0.025]
Ep 044/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:31,  1.44it/s, loss=0.764, pair=0.000, adv=4.439, sprd=0.025]
Ep 044/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:31,  1.44it/s, loss=0.726, pair=0.000, adv=4.377, sprd=0.017]
Ep 044/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:23,  1.52it/s, loss=0.726, pair=0.000, adv=4.377, sprd=0.017]
Ep 044/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:23,  1.52it/s, loss=0.741, pair=0.002, adv=4.129, sprd=0.019]
Ep 044/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:26,  1.48it/s, loss=0.741, pair=0.002, adv=4.129, sprd=0.019]
Ep 044/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:26,  1.48it/s, loss=0.754, pair=0.001, adv=4.504, sprd=0.023]
Ep 044/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:20,  1.53it/s, loss=0.754, pair=0.001, adv=4.504, sprd=0.023]
Ep 044/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:20,  1.53it/s, loss=0.831, pair=0.000, adv=4.517, sprd=0.025]
Ep 044/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:26,  1.46it/s, loss=0.831, pair=0.000, adv=4.517, sprd=0.025]
Ep 044/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:26,  1.46it/s, loss=0.736, pair=0.000, adv=4.437, sprd=0.019]
Ep 044/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:19,  1.53it/s, loss=0.736, pair=0.000, adv=4.437, sprd=0.019]
Ep 044/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:19,  1.53it/s, loss=0.734, pair=0.000, adv=4.608, sprd=0.019]
Ep 044/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:23,  1.48it/s, loss=0.734, pair=0.000, adv=4.608, sprd=0.019]
Ep 044/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:23,  1.48it/s, loss=0.748, pair=0.003, adv=4.566, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:17,  1.54it/s, loss=0.748, pair=0.003, adv=4.566, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:17,  1.54it/s, loss=0.750, pair=0.000, adv=4.559, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:24,  1.45it/s, loss=0.750, pair=0.000, adv=4.559, sprd=0.022]
Ep 044/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:24,  1.45it/s, loss=0.753, pair=0.000, adv=4.119, sprd=0.023]
Ep 044/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:18,  1.51it/s, loss=0.753, pair=0.000, adv=4.119, sprd=0.023]
Ep 044/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:18,  1.51it/s, loss=0.821, pair=0.000, adv=3.933, sprd=0.023]
Ep 044/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.821, pair=0.000, adv=3.933, sprd=0.023]
Ep 044/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.736, pair=0.001, adv=4.042, sprd=0.020]
Ep 044/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.50it/s, loss=0.736, pair=0.001, adv=4.042, sprd=0.020]
Ep 044/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.50it/s, loss=0.741, pair=0.001, adv=4.146, sprd=0.019]
Ep 044/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:21,  1.46it/s, loss=0.741, pair=0.001, adv=4.146, sprd=0.019]
Ep 044/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:21,  1.46it/s, loss=0.749, pair=0.001, adv=3.934, sprd=0.022]
Ep 044/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.749, pair=0.001, adv=3.934, sprd=0.022]
Ep 044/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.747, pair=0.000, adv=4.778, sprd=0.023]
Ep 044/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:19,  1.46it/s, loss=0.747, pair=0.000, adv=4.778, sprd=0.023]
Ep 044/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:19,  1.46it/s, loss=0.742, pair=0.000, adv=4.377, sprd=0.020]
Ep 044/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.52it/s, loss=0.742, pair=0.000, adv=4.377, sprd=0.020]
Ep 044/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:13,  1.52it/s, loss=0.769, pair=0.003, adv=4.089, sprd=0.025]
Ep 044/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:21,  1.43it/s, loss=0.769, pair=0.003, adv=4.089, sprd=0.025]
Ep 044/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:21,  1.43it/s, loss=0.757, pair=0.003, adv=4.643, sprd=0.024]
Ep 044/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.50it/s, loss=0.757, pair=0.003, adv=4.643, sprd=0.024]
Ep 044/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.50it/s, loss=0.815, pair=0.002, adv=4.333, sprd=0.022]
Ep 044/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:18,  1.44it/s, loss=0.815, pair=0.002, adv=4.333, sprd=0.022]
Ep 044/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:18,  1.44it/s, loss=0.758, pair=0.000, adv=4.168, sprd=0.023]
Ep 044/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.758, pair=0.000, adv=4.168, sprd=0.023]
Ep 044/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:13,  1.49it/s, loss=0.756, pair=0.001, adv=4.409, sprd=0.025]
Ep 044/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:24,  1.37it/s, loss=0.756, pair=0.001, adv=4.409, sprd=0.025]
Ep 044/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:24,  1.37it/s, loss=0.755, pair=0.004, adv=4.257, sprd=0.024]
Ep 044/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:16,  1.45it/s, loss=0.755, pair=0.004, adv=4.257, sprd=0.024]
Ep 044/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:16,  1.45it/s, loss=0.755, pair=0.003, adv=4.207, sprd=0.024]
Ep 044/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:22,  1.38it/s, loss=0.755, pair=0.003, adv=4.207, sprd=0.024]
Ep 044/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:22,  1.38it/s, loss=0.756, pair=0.001, adv=4.179, sprd=0.023]
Ep 044/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:14,  1.45it/s, loss=0.756, pair=0.001, adv=4.179, sprd=0.023]
Ep 044/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:14,  1.45it/s, loss=0.761, pair=0.003, adv=4.367, sprd=0.026]
Ep 044/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:19,  1.39it/s, loss=0.761, pair=0.003, adv=4.367, sprd=0.026]
Ep 044/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.736, pair=0.000, adv=4.320, sprd=0.020]
Ep 044/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:10,  1.48it/s, loss=0.736, pair=0.000, adv=4.320, sprd=0.020]
Ep 044/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:10,  1.48it/s, loss=0.772, pair=0.004, adv=4.100, sprd=0.029]
Ep 044/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:22,  1.35it/s, loss=0.772, pair=0.004, adv=4.100, sprd=0.029]
Ep 044/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:22,  1.35it/s, loss=0.738, pair=0.003, adv=3.697, sprd=0.020]
Ep 044/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:12,  1.44it/s, loss=0.738, pair=0.003, adv=3.697, sprd=0.020]
Ep 044/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:12,  1.44it/s, loss=0.744, pair=0.000, adv=3.935, sprd=0.020]
Ep 044/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:18,  1.37it/s, loss=0.744, pair=0.000, adv=3.935, sprd=0.020]
Ep 044/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:18,  1.37it/s, loss=0.786, pair=0.007, adv=4.716, sprd=0.032]
Ep 044/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:10,  1.44it/s, loss=0.786, pair=0.007, adv=4.716, sprd=0.032]
Ep 044/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:10,  1.44it/s, loss=0.744, pair=0.001, adv=4.240, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:13,  1.41it/s, loss=0.744, pair=0.001, adv=4.240, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:13,  1.41it/s, loss=0.751, pair=0.005, adv=4.558, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:06,  1.48it/s, loss=0.751, pair=0.005, adv=4.558, sprd=0.022]
Ep 044/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:06,  1.48it/s, loss=0.741, pair=0.002, adv=4.262, sprd=0.019]
Ep 044/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.741, pair=0.002, adv=4.262, sprd=0.019]
Ep 044/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:09,  1.44it/s, loss=0.737, pair=0.000, adv=4.086, sprd=0.020]
Ep 044/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.50it/s, loss=0.737, pair=0.000, adv=4.086, sprd=0.020]
Ep 044/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.50it/s, loss=0.749, pair=0.003, adv=4.344, sprd=0.023]
Ep 044/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.749, pair=0.003, adv=4.344, sprd=0.023]
Ep 044/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:11,  1.40it/s, loss=0.741, pair=0.001, adv=4.420, sprd=0.020]
Ep 044/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.48it/s, loss=0.741, pair=0.001, adv=4.420, sprd=0.020]
Ep 044/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:03,  1.48it/s, loss=0.799, pair=0.001, adv=4.180, sprd=0.018]
Ep 044/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:08,  1.42it/s, loss=0.799, pair=0.001, adv=4.180, sprd=0.018]
Ep 044/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:08,  1.42it/s, loss=0.752, pair=0.011, adv=4.431, sprd=0.022]
Ep 044/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.752, pair=0.011, adv=4.431, sprd=0.022]
Ep 044/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.781, pair=0.007, adv=4.455, sprd=0.030]
Ep 044/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.43it/s, loss=0.781, pair=0.007, adv=4.455, sprd=0.030]
Ep 044/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:05,  1.43it/s, loss=0.765, pair=0.009, adv=4.314, sprd=0.025]
Ep 044/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.765, pair=0.009, adv=4.314, sprd=0.025]
Ep 044/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:00,  1.49it/s, loss=0.742, pair=0.001, adv=3.932, sprd=0.019]
Ep 044/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:08,  1.38it/s, loss=0.742, pair=0.001, adv=3.932, sprd=0.019]
Ep 044/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:08,  1.38it/s, loss=0.765, pair=0.001, adv=4.522, sprd=0.025]
Ep 044/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:01,  1.46it/s, loss=0.765, pair=0.001, adv=4.522, sprd=0.025]
Ep 044/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:01,  1.46it/s, loss=0.765, pair=0.002, adv=4.050, sprd=0.025]
Ep 044/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:11,  1.34it/s, loss=0.765, pair=0.002, adv=4.050, sprd=0.025]
Ep 044/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<02:11,  1.34it/s, loss=0.736, pair=0.000, adv=4.007, sprd=0.017]
Ep 044/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<02:01,  1.44it/s, loss=0.736, pair=0.000, adv=4.007, sprd=0.017]
Ep 044/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<02:01,  1.44it/s, loss=0.750, pair=0.000, adv=4.379, sprd=0.023]
Ep 044/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:05,  1.39it/s, loss=0.750, pair=0.000, adv=4.379, sprd=0.023]
Ep 044/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:05,  1.39it/s, loss=0.766, pair=0.000, adv=4.112, sprd=0.026]
Ep 044/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:58,  1.46it/s, loss=0.766, pair=0.000, adv=4.112, sprd=0.026]
Ep 044/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:58,  1.46it/s, loss=0.792, pair=0.000, adv=4.640, sprd=0.033]
Ep 044/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.41it/s, loss=0.792, pair=0.000, adv=4.640, sprd=0.033]
Ep 044/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.41it/s, loss=0.734, pair=0.000, adv=3.856, sprd=0.019]
Ep 044/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.734, pair=0.000, adv=3.856, sprd=0.019]
Ep 044/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:54,  1.49it/s, loss=0.738, pair=0.000, adv=4.193, sprd=0.020]
Ep 044/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.738, pair=0.000, adv=4.193, sprd=0.020]
Ep 044/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<02:00,  1.41it/s, loss=0.750, pair=0.002, adv=4.513, sprd=0.021]
Ep 044/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.750, pair=0.002, adv=4.513, sprd=0.021]
Ep 044/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.733, pair=0.000, adv=4.100, sprd=0.020]
Ep 044/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:56,  1.44it/s, loss=0.733, pair=0.000, adv=4.100, sprd=0.020]
Ep 044/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:56,  1.44it/s, loss=0.728, pair=0.000, adv=4.111, sprd=0.017]
Ep 044/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.728, pair=0.000, adv=4.111, sprd=0.017]
Ep 044/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:50,  1.51it/s, loss=0.738, pair=0.000, adv=3.937, sprd=0.020]
Ep 044/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.45it/s, loss=0.738, pair=0.000, adv=3.937, sprd=0.020]
Ep 044/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.45it/s, loss=0.749, pair=0.003, adv=4.177, sprd=0.023]
Ep 044/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.50it/s, loss=0.749, pair=0.003, adv=4.177, sprd=0.023]
Ep 044/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:49,  1.50it/s, loss=0.732, pair=0.000, adv=4.339, sprd=0.018]
Ep 044/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.45it/s, loss=0.732, pair=0.000, adv=4.339, sprd=0.018]
Ep 044/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:53,  1.45it/s, loss=0.754, pair=0.008, adv=4.061, sprd=0.022]
Ep 044/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.754, pair=0.008, adv=4.061, sprd=0.022]
Ep 044/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.50it/s, loss=0.729, pair=0.006, adv=3.883, sprd=0.016]
Ep 044/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.729, pair=0.006, adv=3.883, sprd=0.016]
Ep 044/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.42it/s, loss=0.751, pair=0.000, adv=4.170, sprd=0.022]
Ep 044/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.49it/s, loss=0.751, pair=0.000, adv=4.170, sprd=0.022]
Ep 044/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.49it/s, loss=0.739, pair=0.000, adv=4.252, sprd=0.020]
Ep 044/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:50,  1.45it/s, loss=0.739, pair=0.000, adv=4.252, sprd=0.020]
Ep 044/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:50,  1.45it/s, loss=0.761, pair=0.000, adv=4.247, sprd=0.026]
Ep 044/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.761, pair=0.000, adv=4.247, sprd=0.026]
Ep 044/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.741, pair=0.002, adv=4.210, sprd=0.021]
Ep 044/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.741, pair=0.002, adv=4.210, sprd=0.021]
Ep 044/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.43it/s, loss=0.756, pair=0.000, adv=4.445, sprd=0.024]
Ep 044/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.49it/s, loss=0.756, pair=0.000, adv=4.445, sprd=0.024]
Ep 044/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:45,  1.49it/s, loss=0.755, pair=0.000, adv=4.264, sprd=0.023]
Ep 044/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.755, pair=0.000, adv=4.264, sprd=0.023]
Ep 044/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.746, pair=0.006, adv=4.127, sprd=0.020]
Ep 044/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.48it/s, loss=0.746, pair=0.006, adv=4.127, sprd=0.020]
Ep 044/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.48it/s, loss=0.746, pair=0.000, adv=3.989, sprd=0.023]
Ep 044/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:52,  1.36it/s, loss=0.746, pair=0.000, adv=3.989, sprd=0.023]
Ep 044/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:52,  1.36it/s, loss=0.741, pair=0.000, adv=4.170, sprd=0.020]
Ep 044/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:45,  1.45it/s, loss=0.741, pair=0.000, adv=4.170, sprd=0.020]
Ep 044/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:45,  1.45it/s, loss=0.752, pair=0.000, adv=4.732, sprd=0.025]
Ep 044/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:48,  1.40it/s, loss=0.752, pair=0.000, adv=4.732, sprd=0.025]
Ep 044/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:48,  1.40it/s, loss=0.751, pair=0.000, adv=3.878, sprd=0.025]
Ep 044/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.751, pair=0.000, adv=3.878, sprd=0.025]
Ep 044/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:43,  1.46it/s, loss=0.812, pair=0.000, adv=4.523, sprd=0.021]
Ep 044/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.812, pair=0.000, adv=4.523, sprd=0.021]
Ep 044/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:46,  1.41it/s, loss=0.738, pair=0.003, adv=4.396, sprd=0.020]
Ep 044/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.48it/s, loss=0.738, pair=0.003, adv=4.396, sprd=0.020]
Ep 044/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.48it/s, loss=0.758, pair=0.005, adv=4.028, sprd=0.022]
Ep 044/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.758, pair=0.005, adv=4.028, sprd=0.022]
Ep 044/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:44,  1.42it/s, loss=0.756, pair=0.000, adv=4.346, sprd=0.026]
Ep 044/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:39,  1.48it/s, loss=0.756, pair=0.000, adv=4.346, sprd=0.026]
Ep 044/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:39,  1.48it/s, loss=0.745, pair=0.000, adv=4.507, sprd=0.023]
Ep 044/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:46,  1.37it/s, loss=0.745, pair=0.000, adv=4.507, sprd=0.023]
Ep 044/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:46,  1.37it/s, loss=0.755, pair=0.001, adv=4.124, sprd=0.021]
Ep 044/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:40,  1.45it/s, loss=0.755, pair=0.001, adv=4.124, sprd=0.021]
Ep 044/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:40,  1.45it/s, loss=0.766, pair=0.001, adv=4.176, sprd=0.027]
Ep 044/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:43,  1.39it/s, loss=0.766, pair=0.001, adv=4.176, sprd=0.027]
Ep 044/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:43,  1.39it/s, loss=0.750, pair=0.000, adv=4.233, sprd=0.024]
Ep 044/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:37,  1.46it/s, loss=0.750, pair=0.000, adv=4.233, sprd=0.024]
Ep 044/60 [S3:+sens]:  57%|█▏| 190/333 [02:12<01:37,  1.46it/s, loss=0.758, pair=0.001, adv=4.162, sprd=0.024]
Ep 044/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:42,  1.39it/s, loss=0.758, pair=0.001, adv=4.162, sprd=0.024]
Ep 044/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:42,  1.39it/s, loss=0.754, pair=0.001, adv=4.264, sprd=0.024]
Ep 044/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:36,  1.46it/s, loss=0.754, pair=0.001, adv=4.264, sprd=0.024]
Ep 044/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:36,  1.46it/s, loss=0.856, pair=0.007, adv=4.257, sprd=0.031]
Ep 044/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:39,  1.40it/s, loss=0.856, pair=0.007, adv=4.257, sprd=0.031]
Ep 044/60 [S3:+sens]:  58%|█▏| 193/333 [02:14<01:39,  1.40it/s, loss=0.740, pair=0.004, adv=3.802, sprd=0.020]
Ep 044/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:34,  1.47it/s, loss=0.740, pair=0.004, adv=3.802, sprd=0.020]
Ep 044/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:34,  1.47it/s, loss=0.759, pair=0.009, adv=4.424, sprd=0.024]
Ep 044/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:37,  1.41it/s, loss=0.759, pair=0.009, adv=4.424, sprd=0.024]
Ep 044/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:37,  1.41it/s, loss=0.749, pair=0.006, adv=4.327, sprd=0.024]
Ep 044/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:33,  1.47it/s, loss=0.749, pair=0.006, adv=4.327, sprd=0.024]
Ep 044/60 [S3:+sens]:  59%|█▏| 196/333 [02:16<01:33,  1.47it/s, loss=0.748, pair=0.018, adv=4.387, sprd=0.020]
Ep 044/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.748, pair=0.018, adv=4.387, sprd=0.020]
Ep 044/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.745, pair=0.007, adv=3.549, sprd=0.020]
Ep 044/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.50it/s, loss=0.745, pair=0.007, adv=3.549, sprd=0.020]
Ep 044/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:29,  1.50it/s, loss=0.804, pair=0.007, adv=4.492, sprd=0.020]
Ep 044/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.43it/s, loss=0.804, pair=0.007, adv=4.492, sprd=0.020]
Ep 044/60 [S3:+sens]:  60%|█▏| 199/333 [02:18<01:33,  1.43it/s, loss=0.755, pair=0.007, adv=4.469, sprd=0.025]
Ep 044/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.755, pair=0.007, adv=4.469, sprd=0.025]
Ep 044/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.768, pair=0.007, adv=4.293, sprd=0.029]
Ep 044/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:36,  1.37it/s, loss=0.768, pair=0.007, adv=4.293, sprd=0.029]
Ep 044/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:36,  1.37it/s, loss=0.769, pair=0.011, adv=4.020, sprd=0.027]
Ep 044/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:31,  1.44it/s, loss=0.769, pair=0.011, adv=4.020, sprd=0.027]
Ep 044/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:31,  1.44it/s, loss=0.747, pair=0.009, adv=4.233, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.36it/s, loss=0.747, pair=0.009, adv=4.233, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 203/333 [02:21<01:35,  1.36it/s, loss=0.753, pair=0.013, adv=4.256, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:29,  1.44it/s, loss=0.753, pair=0.013, adv=4.256, sprd=0.022]
Ep 044/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:29,  1.44it/s, loss=0.747, pair=0.015, adv=3.944, sprd=0.021]
Ep 044/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:32,  1.39it/s, loss=0.747, pair=0.015, adv=3.944, sprd=0.021]
Ep 044/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:32,  1.39it/s, loss=0.758, pair=0.011, adv=3.931, sprd=0.024]
Ep 044/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:27,  1.46it/s, loss=0.758, pair=0.011, adv=3.931, sprd=0.024]
Ep 044/60 [S3:+sens]:  62%|█▏| 206/333 [02:23<01:27,  1.46it/s, loss=0.743, pair=0.005, adv=4.079, sprd=0.020]
Ep 044/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.40it/s, loss=0.743, pair=0.005, adv=4.079, sprd=0.020]
Ep 044/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.40it/s, loss=0.733, pair=0.012, adv=4.017, sprd=0.015]
Ep 044/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.49it/s, loss=0.733, pair=0.012, adv=4.017, sprd=0.015]
Ep 044/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.49it/s, loss=0.742, pair=0.002, adv=3.883, sprd=0.021]
Ep 044/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.742, pair=0.002, adv=3.883, sprd=0.021]
Ep 044/60 [S3:+sens]:  63%|█▎| 209/333 [02:25<01:26,  1.43it/s, loss=0.759, pair=0.007, adv=3.957, sprd=0.024]
Ep 044/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.48it/s, loss=0.759, pair=0.007, adv=3.957, sprd=0.024]
Ep 044/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.48it/s, loss=0.819, pair=0.005, adv=4.190, sprd=0.022]
Ep 044/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.45it/s, loss=0.819, pair=0.005, adv=4.190, sprd=0.022]
Ep 044/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:24,  1.45it/s, loss=0.767, pair=0.004, adv=4.232, sprd=0.027]
Ep 044/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.50it/s, loss=0.767, pair=0.004, adv=4.232, sprd=0.027]
Ep 044/60 [S3:+sens]:  64%|█▎| 212/333 [02:27<01:20,  1.50it/s, loss=0.743, pair=0.024, adv=4.010, sprd=0.019]
Ep 044/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.44it/s, loss=0.743, pair=0.024, adv=4.010, sprd=0.019]
Ep 044/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.44it/s, loss=0.747, pair=0.008, adv=4.169, sprd=0.022]
Ep 044/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.52it/s, loss=0.747, pair=0.008, adv=4.169, sprd=0.022]
Ep 044/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:18,  1.52it/s, loss=0.764, pair=0.010, adv=3.965, sprd=0.026]
Ep 044/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.42it/s, loss=0.764, pair=0.010, adv=3.965, sprd=0.026]
Ep 044/60 [S3:+sens]:  65%|█▎| 215/333 [02:29<01:22,  1.42it/s, loss=0.762, pair=0.008, adv=4.015, sprd=0.025]
Ep 044/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.762, pair=0.008, adv=4.015, sprd=0.025]
Ep 044/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.831, pair=0.007, adv=3.879, sprd=0.025]
Ep 044/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.45it/s, loss=0.831, pair=0.007, adv=3.879, sprd=0.025]
Ep 044/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.45it/s, loss=0.787, pair=0.005, adv=4.164, sprd=0.033]
Ep 044/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.49it/s, loss=0.787, pair=0.005, adv=4.164, sprd=0.033]
Ep 044/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:17,  1.49it/s, loss=0.747, pair=0.002, adv=3.656, sprd=0.024]
Ep 044/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.747, pair=0.002, adv=3.656, sprd=0.024]
Ep 044/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.740, pair=0.010, adv=3.975, sprd=0.019]
Ep 044/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.740, pair=0.010, adv=3.975, sprd=0.019]
Ep 044/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.50it/s, loss=0.758, pair=0.001, adv=3.929, sprd=0.023]
Ep 044/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.42it/s, loss=0.758, pair=0.001, adv=3.929, sprd=0.023]
Ep 044/60 [S3:+sens]:  66%|█▎| 221/333 [02:33<01:18,  1.42it/s, loss=0.772, pair=0.006, adv=3.657, sprd=0.026]
Ep 044/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.48it/s, loss=0.772, pair=0.006, adv=3.657, sprd=0.026]
Ep 044/60 [S3:+sens]:  67%|█▎| 222/333 [02:34<01:15,  1.48it/s, loss=0.784, pair=0.004, adv=3.947, sprd=0.030]
Ep 044/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:19,  1.39it/s, loss=0.784, pair=0.004, adv=3.947, sprd=0.030]
Ep 044/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:19,  1.39it/s, loss=0.754, pair=0.001, adv=3.903, sprd=0.022]
Ep 044/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:14,  1.46it/s, loss=0.754, pair=0.001, adv=3.903, sprd=0.022]
Ep 044/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:14,  1.46it/s, loss=0.754, pair=0.000, adv=4.221, sprd=0.023]
Ep 044/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:16,  1.42it/s, loss=0.754, pair=0.000, adv=4.221, sprd=0.023]
Ep 044/60 [S3:+sens]:  68%|█▎| 225/333 [02:36<01:16,  1.42it/s, loss=0.782, pair=0.000, adv=4.246, sprd=0.029]
Ep 044/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.47it/s, loss=0.782, pair=0.000, adv=4.246, sprd=0.029]
Ep 044/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.47it/s, loss=0.745, pair=0.002, adv=4.076, sprd=0.021]
Ep 044/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:17,  1.37it/s, loss=0.745, pair=0.002, adv=4.076, sprd=0.021]
Ep 044/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:17,  1.37it/s, loss=0.763, pair=0.002, adv=3.732, sprd=0.025]
Ep 044/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:12,  1.44it/s, loss=0.763, pair=0.002, adv=3.732, sprd=0.025]
Ep 044/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:12,  1.44it/s, loss=0.740, pair=0.007, adv=3.700, sprd=0.019]
Ep 044/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:14,  1.40it/s, loss=0.740, pair=0.007, adv=3.700, sprd=0.019]
Ep 044/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:14,  1.40it/s, loss=0.755, pair=0.005, adv=3.876, sprd=0.023]
Ep 044/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.47it/s, loss=0.755, pair=0.005, adv=3.876, sprd=0.023]
Ep 044/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:09,  1.47it/s, loss=0.755, pair=0.009, adv=4.026, sprd=0.023]
Ep 044/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.755, pair=0.009, adv=4.026, sprd=0.023]
Ep 044/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:13,  1.39it/s, loss=0.745, pair=0.003, adv=3.749, sprd=0.021]
Ep 044/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.48it/s, loss=0.745, pair=0.003, adv=3.749, sprd=0.021]
Ep 044/60 [S3:+sens]:  70%|█▍| 232/333 [02:41<01:08,  1.48it/s, loss=0.740, pair=0.004, adv=4.003, sprd=0.020]
Ep 044/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.740, pair=0.004, adv=4.003, sprd=0.020]
Ep 044/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.784, pair=0.002, adv=3.804, sprd=0.031]
Ep 044/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:07,  1.46it/s, loss=0.784, pair=0.002, adv=3.804, sprd=0.031]
Ep 044/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:07,  1.46it/s, loss=0.753, pair=0.001, adv=3.837, sprd=0.023]
Ep 044/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:08,  1.42it/s, loss=0.753, pair=0.001, adv=3.837, sprd=0.023]
Ep 044/60 [S3:+sens]:  71%|█▍| 235/333 [02:43<01:08,  1.42it/s, loss=0.745, pair=0.001, adv=3.819, sprd=0.021]
Ep 044/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:05,  1.49it/s, loss=0.745, pair=0.001, adv=3.819, sprd=0.021]
Ep 044/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:05,  1.49it/s, loss=0.738, pair=0.000, adv=3.763, sprd=0.021]
Ep 044/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:05,  1.46it/s, loss=0.738, pair=0.000, adv=3.763, sprd=0.021]
Ep 044/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:05,  1.46it/s, loss=0.753, pair=0.001, adv=4.080, sprd=0.023]
Ep 044/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.53it/s, loss=0.753, pair=0.001, adv=4.080, sprd=0.023]
Ep 044/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:02,  1.53it/s, loss=0.738, pair=0.000, adv=4.032, sprd=0.020]
Ep 044/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:04,  1.45it/s, loss=0.738, pair=0.000, adv=4.032, sprd=0.020]
Ep 044/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:04,  1.45it/s, loss=0.746, pair=0.001, adv=3.553, sprd=0.020]
Ep 044/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.51it/s, loss=0.746, pair=0.001, adv=3.553, sprd=0.020]
Ep 044/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:01,  1.51it/s, loss=0.742, pair=0.002, adv=3.596, sprd=0.019]
Ep 044/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.742, pair=0.002, adv=3.596, sprd=0.019]
Ep 044/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:04,  1.43it/s, loss=0.775, pair=0.006, adv=3.857, sprd=0.028]
Ep 044/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.48it/s, loss=0.775, pair=0.006, adv=3.857, sprd=0.028]
Ep 044/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.48it/s, loss=0.759, pair=0.002, adv=3.903, sprd=0.024]
Ep 044/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.759, pair=0.002, adv=3.903, sprd=0.024]
Ep 044/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:02,  1.43it/s, loss=0.746, pair=0.001, adv=4.006, sprd=0.022]
Ep 044/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.746, pair=0.001, adv=4.006, sprd=0.022]
Ep 044/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.50it/s, loss=0.756, pair=0.001, adv=4.103, sprd=0.026]
Ep 044/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.43it/s, loss=0.756, pair=0.001, adv=4.103, sprd=0.026]
Ep 044/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.43it/s, loss=0.754, pair=0.001, adv=4.232, sprd=0.023]
Ep 044/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.49it/s, loss=0.754, pair=0.001, adv=4.232, sprd=0.023]
Ep 044/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.49it/s, loss=0.761, pair=0.000, adv=3.979, sprd=0.025]
Ep 044/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.761, pair=0.000, adv=3.979, sprd=0.025]
Ep 044/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:00,  1.43it/s, loss=0.762, pair=0.002, adv=4.180, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.49it/s, loss=0.762, pair=0.002, adv=4.180, sprd=0.024]
Ep 044/60 [S3:+sens]:  74%|█▍| 248/333 [02:52<00:56,  1.49it/s, loss=0.768, pair=0.001, adv=4.116, sprd=0.026]
Ep 044/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:58,  1.44it/s, loss=0.768, pair=0.001, adv=4.116, sprd=0.026]
Ep 044/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:58,  1.44it/s, loss=0.743, pair=0.000, adv=4.217, sprd=0.023]
Ep 044/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.743, pair=0.000, adv=4.217, sprd=0.023]
Ep 044/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.50it/s, loss=0.757, pair=0.002, adv=3.948, sprd=0.023]
Ep 044/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.42it/s, loss=0.757, pair=0.002, adv=3.948, sprd=0.023]
Ep 044/60 [S3:+sens]:  75%|█▌| 251/333 [02:54<00:57,  1.42it/s, loss=0.747, pair=0.001, adv=3.798, sprd=0.021]
Ep 044/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.49it/s, loss=0.747, pair=0.001, adv=3.798, sprd=0.021]
Ep 044/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.49it/s, loss=0.765, pair=0.001, adv=4.362, sprd=0.025]
Ep 044/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.43it/s, loss=0.765, pair=0.001, adv=4.362, sprd=0.025]
Ep 044/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:55,  1.43it/s, loss=0.770, pair=0.001, adv=4.056, sprd=0.026]
Ep 044/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.50it/s, loss=0.770, pair=0.001, adv=4.056, sprd=0.026]
Ep 044/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:52,  1.50it/s, loss=0.809, pair=0.000, adv=3.949, sprd=0.020]
Ep 044/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:53,  1.46it/s, loss=0.809, pair=0.000, adv=3.949, sprd=0.020]
Ep 044/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:53,  1.46it/s, loss=0.750, pair=0.000, adv=3.887, sprd=0.021]
Ep 044/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.51it/s, loss=0.750, pair=0.000, adv=3.887, sprd=0.021]
Ep 044/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.51it/s, loss=0.728, pair=0.002, adv=3.690, sprd=0.018]
Ep 044/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:54,  1.40it/s, loss=0.728, pair=0.002, adv=3.690, sprd=0.018]
Ep 044/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:54,  1.40it/s, loss=0.747, pair=0.001, adv=3.774, sprd=0.021]
Ep 044/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.747, pair=0.001, adv=3.774, sprd=0.021]
Ep 044/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.753, pair=0.002, adv=3.788, sprd=0.023]
Ep 044/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.42it/s, loss=0.753, pair=0.002, adv=3.788, sprd=0.023]
Ep 044/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.42it/s, loss=0.789, pair=0.004, adv=3.764, sprd=0.031]
Ep 044/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.46it/s, loss=0.789, pair=0.004, adv=3.764, sprd=0.031]
Ep 044/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:49,  1.46it/s, loss=0.764, pair=0.001, adv=4.236, sprd=0.025]
Ep 044/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.40it/s, loss=0.764, pair=0.001, adv=4.236, sprd=0.025]
Ep 044/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.40it/s, loss=0.767, pair=0.001, adv=4.091, sprd=0.026]
Ep 044/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.46it/s, loss=0.767, pair=0.001, adv=4.091, sprd=0.026]
Ep 044/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:48,  1.46it/s, loss=0.750, pair=0.001, adv=3.930, sprd=0.020]
Ep 044/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.41it/s, loss=0.750, pair=0.001, adv=3.930, sprd=0.020]
Ep 044/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:49,  1.41it/s, loss=0.765, pair=0.002, adv=4.032, sprd=0.027]
Ep 044/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.47it/s, loss=0.765, pair=0.002, adv=4.032, sprd=0.027]
Ep 044/60 [S3:+sens]:  79%|█▌| 264/333 [03:03<00:46,  1.47it/s, loss=0.766, pair=0.001, adv=4.238, sprd=0.027]
Ep 044/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.766, pair=0.001, adv=4.238, sprd=0.027]
Ep 044/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.754, pair=0.000, adv=3.856, sprd=0.022]
Ep 044/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.754, pair=0.000, adv=3.856, sprd=0.022]
Ep 044/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.48it/s, loss=0.819, pair=0.001, adv=3.681, sprd=0.021]
Ep 044/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.41it/s, loss=0.819, pair=0.001, adv=3.681, sprd=0.021]
Ep 044/60 [S3:+sens]:  80%|█▌| 267/333 [03:05<00:46,  1.41it/s, loss=0.753, pair=0.001, adv=3.822, sprd=0.023]
Ep 044/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.48it/s, loss=0.753, pair=0.001, adv=3.822, sprd=0.023]
Ep 044/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.48it/s, loss=0.756, pair=0.000, adv=3.663, sprd=0.024]
Ep 044/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.37it/s, loss=0.756, pair=0.000, adv=3.663, sprd=0.024]
Ep 044/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:46,  1.37it/s, loss=0.744, pair=0.000, adv=3.883, sprd=0.022]
Ep 044/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:43,  1.45it/s, loss=0.744, pair=0.000, adv=3.883, sprd=0.022]
Ep 044/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:43,  1.45it/s, loss=0.758, pair=0.001, adv=4.016, sprd=0.024]
Ep 044/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.41it/s, loss=0.758, pair=0.001, adv=4.016, sprd=0.024]
Ep 044/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.41it/s, loss=0.742, pair=0.000, adv=3.829, sprd=0.022]
Ep 044/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.742, pair=0.000, adv=3.829, sprd=0.022]
Ep 044/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:41,  1.48it/s, loss=0.771, pair=0.001, adv=3.825, sprd=0.029]
Ep 044/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.771, pair=0.001, adv=3.825, sprd=0.029]
Ep 044/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:42,  1.42it/s, loss=0.733, pair=0.000, adv=3.888, sprd=0.019]
Ep 044/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.51it/s, loss=0.733, pair=0.000, adv=3.888, sprd=0.019]
Ep 044/60 [S3:+sens]:  82%|█▋| 274/333 [03:10<00:39,  1.51it/s, loss=0.750, pair=0.001, adv=3.991, sprd=0.024]
Ep 044/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.40it/s, loss=0.750, pair=0.001, adv=3.991, sprd=0.024]
Ep 044/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.40it/s, loss=0.737, pair=0.000, adv=3.830, sprd=0.019]
Ep 044/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.737, pair=0.000, adv=3.830, sprd=0.019]
Ep 044/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.48it/s, loss=0.760, pair=0.001, adv=4.134, sprd=0.025]
Ep 044/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.42it/s, loss=0.760, pair=0.001, adv=4.134, sprd=0.025]
Ep 044/60 [S3:+sens]:  83%|█▋| 277/333 [03:12<00:39,  1.42it/s, loss=0.763, pair=0.001, adv=4.021, sprd=0.025]
Ep 044/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.48it/s, loss=0.763, pair=0.001, adv=4.021, sprd=0.025]
Ep 044/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.48it/s, loss=0.752, pair=0.001, adv=3.860, sprd=0.022]
Ep 044/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.752, pair=0.001, adv=3.860, sprd=0.022]
Ep 044/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:37,  1.43it/s, loss=0.758, pair=0.002, adv=3.870, sprd=0.024]
Ep 044/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.758, pair=0.002, adv=3.870, sprd=0.024]
Ep 044/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:35,  1.50it/s, loss=0.758, pair=0.003, adv=4.028, sprd=0.024]
Ep 044/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.42it/s, loss=0.758, pair=0.003, adv=4.028, sprd=0.024]
Ep 044/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.42it/s, loss=0.739, pair=0.000, adv=4.035, sprd=0.019]
Ep 044/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.50it/s, loss=0.739, pair=0.000, adv=4.035, sprd=0.019]
Ep 044/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:33,  1.50it/s, loss=0.754, pair=0.000, adv=4.136, sprd=0.024]
Ep 044/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.46it/s, loss=0.754, pair=0.000, adv=4.136, sprd=0.024]
Ep 044/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:34,  1.46it/s, loss=0.742, pair=0.000, adv=3.990, sprd=0.022]
Ep 044/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:32,  1.53it/s, loss=0.742, pair=0.000, adv=3.990, sprd=0.022]
Ep 044/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:32,  1.53it/s, loss=0.739, pair=0.000, adv=3.740, sprd=0.018]
Ep 044/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.41it/s, loss=0.739, pair=0.000, adv=3.740, sprd=0.018]
Ep 044/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:33,  1.41it/s, loss=0.732, pair=0.000, adv=3.769, sprd=0.020]
Ep 044/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.50it/s, loss=0.732, pair=0.000, adv=3.769, sprd=0.020]
Ep 044/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:31,  1.50it/s, loss=0.829, pair=0.001, adv=3.876, sprd=0.024]
Ep 044/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.43it/s, loss=0.829, pair=0.001, adv=3.876, sprd=0.024]
Ep 044/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.43it/s, loss=0.736, pair=0.001, adv=3.865, sprd=0.019]
Ep 044/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.736, pair=0.001, adv=3.865, sprd=0.019]
Ep 044/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.49it/s, loss=0.807, pair=0.000, adv=3.758, sprd=0.022]
Ep 044/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.45it/s, loss=0.807, pair=0.000, adv=3.758, sprd=0.022]
Ep 044/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:30,  1.45it/s, loss=0.758, pair=0.001, adv=3.805, sprd=0.026]
Ep 044/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.50it/s, loss=0.758, pair=0.001, adv=3.805, sprd=0.026]
Ep 044/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.50it/s, loss=0.748, pair=0.000, adv=3.957, sprd=0.022]
Ep 044/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.44it/s, loss=0.748, pair=0.000, adv=3.957, sprd=0.022]
Ep 044/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:29,  1.44it/s, loss=0.751, pair=0.000, adv=4.072, sprd=0.021]
Ep 044/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.50it/s, loss=0.751, pair=0.000, adv=4.072, sprd=0.021]
Ep 044/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:27,  1.50it/s, loss=0.734, pair=0.001, adv=3.643, sprd=0.019]
Ep 044/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.45it/s, loss=0.734, pair=0.001, adv=3.643, sprd=0.019]
Ep 044/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.45it/s, loss=0.771, pair=0.000, adv=3.958, sprd=0.029]
Ep 044/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.771, pair=0.000, adv=3.958, sprd=0.029]
Ep 044/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.50it/s, loss=0.746, pair=0.001, adv=3.900, sprd=0.022]
Ep 044/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.41it/s, loss=0.746, pair=0.001, adv=3.900, sprd=0.022]
Ep 044/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:26,  1.41it/s, loss=0.766, pair=0.001, adv=4.237, sprd=0.027]
Ep 044/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.47it/s, loss=0.766, pair=0.001, adv=4.237, sprd=0.027]
Ep 044/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:25,  1.47it/s, loss=0.752, pair=0.000, adv=3.987, sprd=0.023]
Ep 044/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.42it/s, loss=0.752, pair=0.000, adv=3.987, sprd=0.023]
Ep 044/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.42it/s, loss=0.757, pair=0.000, adv=3.820, sprd=0.024]
Ep 044/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.48it/s, loss=0.757, pair=0.000, adv=3.820, sprd=0.024]
Ep 044/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.48it/s, loss=0.754, pair=0.000, adv=3.662, sprd=0.023]
Ep 044/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.42it/s, loss=0.754, pair=0.000, adv=3.662, sprd=0.023]
Ep 044/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:23,  1.42it/s, loss=0.741, pair=0.001, adv=3.852, sprd=0.021]
Ep 044/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.49it/s, loss=0.741, pair=0.001, adv=3.852, sprd=0.021]
Ep 044/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.49it/s, loss=0.755, pair=0.000, adv=3.959, sprd=0.025]
Ep 044/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.755, pair=0.000, adv=3.959, sprd=0.025]
Ep 044/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.42it/s, loss=0.752, pair=0.001, adv=3.894, sprd=0.022]
Ep 044/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.49it/s, loss=0.752, pair=0.001, adv=3.894, sprd=0.022]
Ep 044/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:20,  1.49it/s, loss=0.744, pair=0.001, adv=3.601, sprd=0.020]
Ep 044/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.44it/s, loss=0.744, pair=0.001, adv=3.601, sprd=0.020]
Ep 044/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.44it/s, loss=0.769, pair=0.002, adv=4.153, sprd=0.027]
Ep 044/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.50it/s, loss=0.769, pair=0.002, adv=4.153, sprd=0.027]
Ep 044/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.50it/s, loss=0.726, pair=0.001, adv=3.722, sprd=0.017]
Ep 044/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.47it/s, loss=0.726, pair=0.001, adv=3.722, sprd=0.017]
Ep 044/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.47it/s, loss=0.752, pair=0.000, adv=3.994, sprd=0.024]
Ep 044/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.53it/s, loss=0.752, pair=0.000, adv=3.994, sprd=0.024]
Ep 044/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.53it/s, loss=0.747, pair=0.000, adv=4.071, sprd=0.022]
Ep 044/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:17,  1.45it/s, loss=0.747, pair=0.000, adv=4.071, sprd=0.022]
Ep 044/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:17,  1.45it/s, loss=0.789, pair=0.002, adv=4.026, sprd=0.032]
Ep 044/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.789, pair=0.002, adv=4.026, sprd=0.032]
Ep 044/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.49it/s, loss=0.758, pair=0.002, adv=4.065, sprd=0.024]
Ep 044/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.758, pair=0.002, adv=4.065, sprd=0.024]
Ep 044/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.750, pair=0.003, adv=4.018, sprd=0.023]
Ep 044/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.50it/s, loss=0.750, pair=0.003, adv=4.018, sprd=0.023]
Ep 044/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.50it/s, loss=0.790, pair=0.002, adv=3.640, sprd=0.017]
Ep 044/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.45it/s, loss=0.790, pair=0.002, adv=3.640, sprd=0.017]
Ep 044/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.45it/s, loss=0.746, pair=0.000, adv=4.028, sprd=0.023]
Ep 044/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.746, pair=0.000, adv=4.028, sprd=0.023]
Ep 044/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.51it/s, loss=0.750, pair=0.000, adv=4.155, sprd=0.022]
Ep 044/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.40it/s, loss=0.750, pair=0.000, adv=4.155, sprd=0.022]
Ep 044/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.40it/s, loss=0.722, pair=0.001, adv=3.806, sprd=0.017]
Ep 044/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.722, pair=0.001, adv=3.806, sprd=0.017]
Ep 044/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.751, pair=0.006, adv=4.140, sprd=0.022]
Ep 044/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.45it/s, loss=0.751, pair=0.006, adv=4.140, sprd=0.022]
Ep 044/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.45it/s, loss=0.743, pair=0.002, adv=3.748, sprd=0.021]
Ep 044/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.51it/s, loss=0.743, pair=0.002, adv=3.748, sprd=0.021]
Ep 044/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.762, pair=0.002, adv=4.144, sprd=0.025]
Ep 044/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.38it/s, loss=0.762, pair=0.002, adv=4.144, sprd=0.025]
Ep 044/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.38it/s, loss=0.748, pair=0.001, adv=3.974, sprd=0.024]
Ep 044/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.45it/s, loss=0.748, pair=0.001, adv=3.974, sprd=0.024]
Ep 044/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.45it/s, loss=0.760, pair=0.003, adv=3.801, sprd=0.024]
Ep 044/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.760, pair=0.003, adv=3.801, sprd=0.024]
Ep 044/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.40it/s, loss=0.749, pair=0.001, adv=4.028, sprd=0.023]
Ep 044/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.47it/s, loss=0.749, pair=0.001, adv=4.028, sprd=0.023]
Ep 044/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.47it/s, loss=0.724, pair=0.004, adv=3.613, sprd=0.016]
Ep 044/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.724, pair=0.004, adv=3.613, sprd=0.016]
Ep 044/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.40it/s, loss=0.750, pair=0.002, adv=3.801, sprd=0.022]
Ep 044/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.750, pair=0.002, adv=3.801, sprd=0.022]
Ep 044/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.48it/s, loss=0.760, pair=0.001, adv=3.927, sprd=0.023]
Ep 044/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.760, pair=0.001, adv=3.927, sprd=0.023]
Ep 044/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.747, pair=0.003, adv=3.869, sprd=0.021]
Ep 044/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.747, pair=0.003, adv=3.869, sprd=0.021]
Ep 044/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.48it/s, loss=0.757, pair=0.002, adv=4.000, sprd=0.024]
Ep 044/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.757, pair=0.002, adv=4.000, sprd=0.024]
Ep 044/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.42it/s, loss=0.761, pair=0.000, adv=3.932, sprd=0.026]
Ep 044/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.761, pair=0.000, adv=3.932, sprd=0.026]
Ep 044/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.746, pair=0.001, adv=3.842, sprd=0.022]
Ep 044/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.37it/s, loss=0.746, pair=0.001, adv=3.842, sprd=0.022]
Ep 044/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.37it/s, loss=0.757, pair=0.001, adv=3.827, sprd=0.024]
Ep 044/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.46it/s, loss=0.757, pair=0.001, adv=3.827, sprd=0.024]
Ep 044/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.46it/s, loss=0.770, pair=0.001, adv=3.908, sprd=0.029]
Ep 044/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.39it/s, loss=0.770, pair=0.001, adv=3.908, sprd=0.029]
Ep 044/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.39it/s, loss=0.773, pair=0.000, adv=3.491, sprd=0.029]
Ep 044/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.44it/s, loss=0.773, pair=0.000, adv=3.491, sprd=0.029]
Ep 044/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:02,  1.44it/s, loss=0.758, pair=0.003, adv=3.968, sprd=0.023]
Ep 044/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.39it/s, loss=0.758, pair=0.003, adv=3.968, sprd=0.023]
Ep 044/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.39it/s, loss=0.727, pair=0.000, adv=3.657, sprd=0.018]
Ep 044/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.47it/s, loss=0.727, pair=0.000, adv=3.657, sprd=0.018]
Ep 044/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.47it/s, loss=0.759, pair=0.000, adv=3.712, sprd=0.026]
Ep 044/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.42it/s, loss=0.759, pair=0.000, adv=3.712, sprd=0.026]
                                                                                                              
Epoch 044/60 [S3:+sens]  loss=0.7568  mat=0.3365  sens=1.0123  pair=0.0021  adv=4.1760(rand=3.37)  deg=0.0083  orth=0.0008  spread=0.0232  q_mean=51.0  q_std=16.4  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.26e-05  230s

Ep 045/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 045/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.758, pair=0.001, adv=4.251, sprd=0.025]
Ep 045/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:38,  1.20s/it, loss=0.758, pair=0.001, adv=4.251, sprd=0.025]
Ep 045/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:38,  1.20s/it, loss=0.769, pair=0.000, adv=3.880, sprd=0.028]
Ep 045/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:41,  1.18it/s, loss=0.769, pair=0.000, adv=3.880, sprd=0.028]
Ep 045/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:41,  1.18it/s, loss=0.743, pair=0.000, adv=3.929, sprd=0.022]
Ep 045/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:29,  1.22it/s, loss=0.743, pair=0.000, adv=3.929, sprd=0.022]
Ep 045/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:29,  1.22it/s, loss=0.764, pair=0.000, adv=4.274, sprd=0.027]
Ep 045/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:01,  1.36it/s, loss=0.764, pair=0.000, adv=4.274, sprd=0.027]
Ep 045/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:01,  1.36it/s, loss=0.748, pair=0.001, adv=3.587, sprd=0.022]
Ep 045/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:09,  1.32it/s, loss=0.748, pair=0.001, adv=3.587, sprd=0.022]
Ep 045/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:09,  1.32it/s, loss=0.786, pair=0.000, adv=3.798, sprd=0.031]
Ep 045/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:53,  1.40it/s, loss=0.786, pair=0.000, adv=3.798, sprd=0.031]
Ep 045/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:53,  1.40it/s, loss=0.750, pair=0.001, adv=3.903, sprd=0.023]
Ep 045/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:58,  1.37it/s, loss=0.750, pair=0.001, adv=3.903, sprd=0.023]
Ep 045/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:58,  1.37it/s, loss=0.744, pair=0.001, adv=3.864, sprd=0.020]
Ep 045/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:43,  1.45it/s, loss=0.744, pair=0.001, adv=3.864, sprd=0.020]
Ep 045/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:43,  1.45it/s, loss=0.756, pair=0.001, adv=3.923, sprd=0.024]
Ep 045/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:48,  1.42it/s, loss=0.756, pair=0.001, adv=3.923, sprd=0.024]
Ep 045/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:48,  1.42it/s, loss=0.741, pair=0.000, adv=3.459, sprd=0.021]
Ep 045/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:34,  1.51it/s, loss=0.741, pair=0.000, adv=3.459, sprd=0.021]
Ep 045/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:34,  1.51it/s, loss=0.759, pair=0.000, adv=3.947, sprd=0.024]
Ep 045/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:43,  1.44it/s, loss=0.759, pair=0.000, adv=3.947, sprd=0.024]
Ep 045/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:43,  1.44it/s, loss=0.750, pair=0.000, adv=4.006, sprd=0.024]
Ep 045/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:34,  1.50it/s, loss=0.750, pair=0.000, adv=4.006, sprd=0.024]
Ep 045/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:34,  1.50it/s, loss=0.824, pair=0.001, adv=3.724, sprd=0.024]
Ep 045/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.44it/s, loss=0.824, pair=0.001, adv=3.724, sprd=0.024]
Ep 045/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.44it/s, loss=0.745, pair=0.001, adv=4.237, sprd=0.022]
Ep 045/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:29,  1.52it/s, loss=0.745, pair=0.001, adv=4.237, sprd=0.022]
Ep 045/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:29,  1.52it/s, loss=0.746, pair=0.002, adv=3.856, sprd=0.022]
Ep 045/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:43,  1.42it/s, loss=0.746, pair=0.002, adv=3.856, sprd=0.022]
Ep 045/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:43,  1.42it/s, loss=0.761, pair=0.002, adv=4.213, sprd=0.025]
Ep 045/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:32,  1.49it/s, loss=0.761, pair=0.002, adv=4.213, sprd=0.025]
Ep 045/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:32,  1.49it/s, loss=0.773, pair=0.001, adv=3.881, sprd=0.028]
Ep 045/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:44,  1.41it/s, loss=0.773, pair=0.001, adv=3.881, sprd=0.028]
Ep 045/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:44,  1.41it/s, loss=0.753, pair=0.001, adv=3.838, sprd=0.022]
Ep 045/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:34,  1.47it/s, loss=0.753, pair=0.001, adv=3.838, sprd=0.022]
Ep 045/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:34,  1.47it/s, loss=0.763, pair=0.003, adv=4.020, sprd=0.025]
Ep 045/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:43,  1.40it/s, loss=0.763, pair=0.003, adv=4.020, sprd=0.025]
Ep 045/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:43,  1.40it/s, loss=0.743, pair=0.003, adv=4.100, sprd=0.020]
Ep 045/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:32,  1.47it/s, loss=0.743, pair=0.003, adv=4.100, sprd=0.020]
Ep 045/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:32,  1.47it/s, loss=0.732, pair=0.001, adv=3.739, sprd=0.020]
Ep 045/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:40,  1.42it/s, loss=0.732, pair=0.001, adv=3.739, sprd=0.020]
Ep 045/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.42it/s, loss=0.746, pair=0.001, adv=3.875, sprd=0.020]
Ep 045/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:28,  1.49it/s, loss=0.746, pair=0.001, adv=3.875, sprd=0.020]
Ep 045/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:28,  1.49it/s, loss=0.830, pair=0.000, adv=3.860, sprd=0.026]
Ep 045/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.830, pair=0.000, adv=3.860, sprd=0.026]
Ep 045/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.787, pair=0.000, adv=4.396, sprd=0.032]
Ep 045/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:28,  1.48it/s, loss=0.787, pair=0.000, adv=4.396, sprd=0.032]
Ep 045/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:28,  1.48it/s, loss=0.741, pair=0.003, adv=3.920, sprd=0.021]
Ep 045/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:29,  1.47it/s, loss=0.741, pair=0.003, adv=3.920, sprd=0.021]
Ep 045/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:29,  1.47it/s, loss=0.740, pair=0.002, adv=4.020, sprd=0.022]
Ep 045/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:20,  1.53it/s, loss=0.740, pair=0.002, adv=4.020, sprd=0.022]
Ep 045/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:20,  1.53it/s, loss=0.737, pair=0.002, adv=3.901, sprd=0.020]
Ep 045/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:24,  1.50it/s, loss=0.737, pair=0.002, adv=3.901, sprd=0.020]
Ep 045/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:24,  1.50it/s, loss=0.736, pair=0.003, adv=3.891, sprd=0.018]
Ep 045/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:14,  1.57it/s, loss=0.736, pair=0.003, adv=3.891, sprd=0.018]
Ep 045/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:14,  1.57it/s, loss=0.774, pair=0.002, adv=3.678, sprd=0.022]
Ep 045/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:39,  1.39it/s, loss=0.774, pair=0.002, adv=3.678, sprd=0.022]
Ep 045/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:39,  1.39it/s, loss=0.773, pair=0.002, adv=3.928, sprd=0.028]
Ep 045/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:29,  1.45it/s, loss=0.773, pair=0.002, adv=3.928, sprd=0.028]
Ep 045/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:29,  1.45it/s, loss=0.806, pair=0.004, adv=3.752, sprd=0.019]
Ep 045/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:30,  1.44it/s, loss=0.806, pair=0.004, adv=3.752, sprd=0.019]
Ep 045/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:30,  1.44it/s, loss=0.747, pair=0.000, adv=4.214, sprd=0.023]
Ep 045/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.50it/s, loss=0.747, pair=0.000, adv=4.214, sprd=0.023]
Ep 045/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:21,  1.50it/s, loss=0.810, pair=0.000, adv=3.908, sprd=0.020]
Ep 045/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.810, pair=0.000, adv=3.908, sprd=0.020]
Ep 045/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.767, pair=0.001, adv=4.006, sprd=0.026]
Ep 045/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:21,  1.49it/s, loss=0.767, pair=0.001, adv=4.006, sprd=0.026]
Ep 045/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:21,  1.49it/s, loss=0.750, pair=0.000, adv=3.795, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.750, pair=0.000, adv=3.795, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:29,  1.42it/s, loss=0.758, pair=0.001, adv=3.776, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.758, pair=0.001, adv=3.776, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.807, pair=0.000, adv=3.579, sprd=0.022]
Ep 045/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:24,  1.45it/s, loss=0.807, pair=0.000, adv=3.579, sprd=0.022]
Ep 045/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:24,  1.45it/s, loss=0.753, pair=0.003, adv=4.075, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:15,  1.51it/s, loss=0.753, pair=0.003, adv=4.075, sprd=0.024]
Ep 045/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:15,  1.51it/s, loss=0.749, pair=0.001, adv=3.987, sprd=0.023]
Ep 045/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=0.749, pair=0.001, adv=3.987, sprd=0.023]
Ep 045/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=0.765, pair=0.003, adv=3.689, sprd=0.027]
Ep 045/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:18,  1.48it/s, loss=0.765, pair=0.003, adv=3.689, sprd=0.027]
Ep 045/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:18,  1.48it/s, loss=0.754, pair=0.003, adv=4.143, sprd=0.022]
Ep 045/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:31,  1.38it/s, loss=0.754, pair=0.003, adv=4.143, sprd=0.022]
Ep 045/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:31,  1.38it/s, loss=0.743, pair=0.001, adv=3.797, sprd=0.022]
Ep 045/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.743, pair=0.001, adv=3.797, sprd=0.022]
Ep 045/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.743, pair=0.001, adv=3.629, sprd=0.020]
Ep 045/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:22,  1.43it/s, loss=0.743, pair=0.001, adv=3.629, sprd=0.020]
Ep 045/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:22,  1.43it/s, loss=0.753, pair=0.001, adv=3.823, sprd=0.024]
Ep 045/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:14,  1.49it/s, loss=0.753, pair=0.001, adv=3.823, sprd=0.024]
Ep 045/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:14,  1.49it/s, loss=0.740, pair=0.000, adv=3.876, sprd=0.020]
Ep 045/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.740, pair=0.000, adv=3.876, sprd=0.020]
Ep 045/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.750, pair=0.001, adv=4.005, sprd=0.022]
Ep 045/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:11,  1.50it/s, loss=0.750, pair=0.001, adv=4.005, sprd=0.022]
Ep 045/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.788, pair=0.002, adv=4.151, sprd=0.032]
Ep 045/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:20,  1.43it/s, loss=0.788, pair=0.002, adv=4.151, sprd=0.032]
Ep 045/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.759, pair=0.001, adv=3.765, sprd=0.024]
Ep 045/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:12,  1.48it/s, loss=0.759, pair=0.001, adv=3.765, sprd=0.024]
Ep 045/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:12,  1.48it/s, loss=0.768, pair=0.000, adv=4.229, sprd=0.026]
Ep 045/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.768, pair=0.000, adv=4.229, sprd=0.026]
Ep 045/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.772, pair=0.002, adv=3.542, sprd=0.028]
Ep 045/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:10,  1.48it/s, loss=0.772, pair=0.002, adv=3.542, sprd=0.028]
Ep 045/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:10,  1.48it/s, loss=0.844, pair=0.001, adv=3.950, sprd=0.029]
Ep 045/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:16,  1.44it/s, loss=0.844, pair=0.001, adv=3.950, sprd=0.029]
Ep 045/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:16,  1.44it/s, loss=0.752, pair=0.000, adv=3.809, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.752, pair=0.000, adv=3.809, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.815, pair=0.001, adv=3.961, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:13,  1.45it/s, loss=0.815, pair=0.001, adv=3.961, sprd=0.022]
Ep 045/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:13,  1.45it/s, loss=0.731, pair=0.000, adv=3.598, sprd=0.018]
Ep 045/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.51it/s, loss=0.731, pair=0.000, adv=3.598, sprd=0.018]
Ep 045/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:04,  1.51it/s, loss=0.749, pair=0.000, adv=3.971, sprd=0.022]
Ep 045/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.749, pair=0.000, adv=3.971, sprd=0.022]
Ep 045/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.745, pair=0.000, adv=3.618, sprd=0.021]
Ep 045/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:02,  1.52it/s, loss=0.745, pair=0.000, adv=3.618, sprd=0.021]
Ep 045/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:02,  1.52it/s, loss=0.763, pair=0.001, adv=4.025, sprd=0.026]
Ep 045/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:08,  1.46it/s, loss=0.763, pair=0.001, adv=4.025, sprd=0.026]
Ep 045/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:08,  1.46it/s, loss=0.773, pair=0.000, adv=4.125, sprd=0.029]
Ep 045/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.773, pair=0.000, adv=4.125, sprd=0.029]
Ep 045/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.752, pair=0.002, adv=3.584, sprd=0.022]
Ep 045/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:11,  1.43it/s, loss=0.752, pair=0.002, adv=3.584, sprd=0.022]
Ep 045/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:11,  1.43it/s, loss=0.732, pair=0.001, adv=3.596, sprd=0.019]
Ep 045/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:00,  1.51it/s, loss=0.732, pair=0.001, adv=3.596, sprd=0.019]
Ep 045/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:00,  1.51it/s, loss=0.760, pair=0.002, adv=4.192, sprd=0.026]
Ep 045/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:06,  1.46it/s, loss=0.760, pair=0.002, adv=4.192, sprd=0.026]
Ep 045/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:06,  1.46it/s, loss=0.768, pair=0.000, adv=3.869, sprd=0.028]
Ep 045/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:00,  1.50it/s, loss=0.768, pair=0.000, adv=3.869, sprd=0.028]
Ep 045/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:00,  1.50it/s, loss=0.746, pair=0.002, adv=3.633, sprd=0.021]
Ep 045/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:08,  1.43it/s, loss=0.746, pair=0.002, adv=3.633, sprd=0.021]
Ep 045/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:08,  1.43it/s, loss=0.743, pair=0.001, adv=3.297, sprd=0.022]
Ep 045/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.743, pair=0.001, adv=3.297, sprd=0.022]
Ep 045/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.753, pair=0.001, adv=4.156, sprd=0.024]
Ep 045/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:03,  1.46it/s, loss=0.753, pair=0.001, adv=4.156, sprd=0.024]
Ep 045/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:03,  1.46it/s, loss=0.782, pair=0.000, adv=4.110, sprd=0.032]
Ep 045/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:58,  1.49it/s, loss=0.782, pair=0.000, adv=4.110, sprd=0.032]
Ep 045/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:58,  1.49it/s, loss=0.775, pair=0.000, adv=4.254, sprd=0.028]
Ep 045/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:07,  1.41it/s, loss=0.775, pair=0.000, adv=4.254, sprd=0.028]
Ep 045/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:07,  1.41it/s, loss=0.772, pair=0.000, adv=4.065, sprd=0.027]
Ep 045/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<03:00,  1.46it/s, loss=0.772, pair=0.000, adv=4.065, sprd=0.027]
Ep 045/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:00,  1.46it/s, loss=0.758, pair=0.001, adv=3.974, sprd=0.024]
Ep 045/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:08,  1.40it/s, loss=0.758, pair=0.001, adv=3.974, sprd=0.024]
Ep 045/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:08,  1.40it/s, loss=0.731, pair=0.001, adv=3.869, sprd=0.018]
Ep 045/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.731, pair=0.001, adv=3.869, sprd=0.018]
Ep 045/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.751, pair=0.002, adv=4.034, sprd=0.021]
Ep 045/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.751, pair=0.002, adv=4.034, sprd=0.021]
Ep 045/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.751, pair=0.000, adv=3.930, sprd=0.022]
Ep 045/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:55,  1.49it/s, loss=0.751, pair=0.000, adv=3.930, sprd=0.022]
Ep 045/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:55,  1.49it/s, loss=0.745, pair=0.001, adv=3.906, sprd=0.021]
Ep 045/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.745, pair=0.001, adv=3.906, sprd=0.021]
Ep 045/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:00,  1.44it/s, loss=0.762, pair=0.001, adv=4.277, sprd=0.025]
Ep 045/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.50it/s, loss=0.762, pair=0.001, adv=4.277, sprd=0.025]
Ep 045/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.50it/s, loss=0.751, pair=0.000, adv=4.132, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:00,  1.43it/s, loss=0.751, pair=0.000, adv=4.132, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:00,  1.43it/s, loss=0.761, pair=0.001, adv=3.848, sprd=0.026]
Ep 045/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:53,  1.48it/s, loss=0.761, pair=0.001, adv=3.848, sprd=0.026]
Ep 045/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:53,  1.48it/s, loss=0.748, pair=0.001, adv=4.473, sprd=0.023]
Ep 045/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.748, pair=0.001, adv=4.473, sprd=0.023]
Ep 045/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:56,  1.45it/s, loss=0.752, pair=0.000, adv=4.253, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:48,  1.51it/s, loss=0.752, pair=0.000, adv=4.253, sprd=0.024]
Ep 045/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:48,  1.51it/s, loss=0.806, pair=0.001, adv=4.263, sprd=0.020]
Ep 045/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:54,  1.45it/s, loss=0.806, pair=0.001, adv=4.263, sprd=0.020]
Ep 045/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:54,  1.45it/s, loss=0.746, pair=0.001, adv=4.043, sprd=0.023]
Ep 045/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:46,  1.52it/s, loss=0.746, pair=0.001, adv=4.043, sprd=0.023]
Ep 045/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:46,  1.52it/s, loss=0.753, pair=0.000, adv=4.546, sprd=0.024]
Ep 045/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:53,  1.45it/s, loss=0.753, pair=0.000, adv=4.546, sprd=0.024]
Ep 045/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.739, pair=0.000, adv=4.517, sprd=0.021]
Ep 045/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:45,  1.52it/s, loss=0.739, pair=0.000, adv=4.517, sprd=0.021]
Ep 045/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:45,  1.52it/s, loss=0.740, pair=0.004, adv=4.278, sprd=0.016]
Ep 045/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.44it/s, loss=0.740, pair=0.004, adv=4.278, sprd=0.016]
Ep 045/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.44it/s, loss=0.725, pair=0.002, adv=4.130, sprd=0.017]
Ep 045/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:42,  1.53it/s, loss=0.725, pair=0.002, adv=4.130, sprd=0.017]
Ep 045/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.767, pair=0.001, adv=3.682, sprd=0.025]
Ep 045/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:53,  1.43it/s, loss=0.767, pair=0.001, adv=3.682, sprd=0.025]
Ep 045/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:53,  1.43it/s, loss=0.746, pair=0.003, adv=4.013, sprd=0.021]
Ep 045/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:45,  1.50it/s, loss=0.746, pair=0.003, adv=4.013, sprd=0.021]
Ep 045/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:45,  1.50it/s, loss=0.730, pair=0.001, adv=4.144, sprd=0.018]
Ep 045/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.730, pair=0.001, adv=4.144, sprd=0.018]
Ep 045/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.744, pair=0.001, adv=4.416, sprd=0.021]
Ep 045/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:44,  1.49it/s, loss=0.744, pair=0.001, adv=4.416, sprd=0.021]
Ep 045/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.750, pair=0.001, adv=4.186, sprd=0.022]
Ep 045/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.750, pair=0.001, adv=4.186, sprd=0.022]
Ep 045/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.747, pair=0.001, adv=4.021, sprd=0.022]
Ep 045/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:43,  1.49it/s, loss=0.747, pair=0.001, adv=4.021, sprd=0.022]
Ep 045/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.740, pair=0.002, adv=4.166, sprd=0.021]
Ep 045/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:46,  1.45it/s, loss=0.740, pair=0.002, adv=4.166, sprd=0.021]
Ep 045/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:46,  1.45it/s, loss=0.746, pair=0.000, adv=4.262, sprd=0.022]
Ep 045/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:40,  1.51it/s, loss=0.746, pair=0.000, adv=4.262, sprd=0.022]
Ep 045/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:40,  1.51it/s, loss=0.760, pair=0.002, adv=4.223, sprd=0.024]
Ep 045/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:46,  1.44it/s, loss=0.760, pair=0.002, adv=4.223, sprd=0.024]
Ep 045/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:46,  1.44it/s, loss=0.732, pair=0.001, adv=4.007, sprd=0.018]
Ep 045/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:38,  1.51it/s, loss=0.732, pair=0.001, adv=4.007, sprd=0.018]
Ep 045/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:38,  1.51it/s, loss=0.812, pair=0.002, adv=4.287, sprd=0.020]
Ep 045/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:43,  1.46it/s, loss=0.812, pair=0.002, adv=4.287, sprd=0.020]
Ep 045/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:43,  1.46it/s, loss=0.746, pair=0.002, adv=3.993, sprd=0.022]
Ep 045/60 [S3:+sens]:  29%|▊  | 96/333 [01:05<02:36,  1.51it/s, loss=0.746, pair=0.002, adv=3.993, sprd=0.022]
Ep 045/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.51it/s, loss=0.739, pair=0.000, adv=4.037, sprd=0.018]
Ep 045/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:41,  1.46it/s, loss=0.739, pair=0.000, adv=4.037, sprd=0.018]
Ep 045/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:41,  1.46it/s, loss=0.769, pair=0.000, adv=4.488, sprd=0.026]
Ep 045/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:36,  1.51it/s, loss=0.769, pair=0.000, adv=4.488, sprd=0.026]
Ep 045/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:36,  1.51it/s, loss=0.737, pair=0.001, adv=4.014, sprd=0.019]
Ep 045/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:39,  1.47it/s, loss=0.737, pair=0.001, adv=4.014, sprd=0.019]
Ep 045/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:39,  1.47it/s, loss=0.748, pair=0.001, adv=4.267, sprd=0.021]
Ep 045/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.51it/s, loss=0.748, pair=0.001, adv=4.267, sprd=0.021]
Ep 045/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.51it/s, loss=0.733, pair=0.001, adv=4.193, sprd=0.017]
Ep 045/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:38,  1.47it/s, loss=0.733, pair=0.001, adv=4.193, sprd=0.017]
Ep 045/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:38,  1.47it/s, loss=0.755, pair=0.002, adv=4.125, sprd=0.022]
Ep 045/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.755, pair=0.002, adv=4.125, sprd=0.022]
Ep 045/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.734, pair=0.001, adv=3.957, sprd=0.019]
Ep 045/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:39,  1.45it/s, loss=0.734, pair=0.001, adv=3.957, sprd=0.019]
Ep 045/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.45it/s, loss=0.740, pair=0.001, adv=3.966, sprd=0.020]
Ep 045/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:31,  1.51it/s, loss=0.740, pair=0.001, adv=3.966, sprd=0.020]
Ep 045/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:31,  1.51it/s, loss=0.746, pair=0.002, adv=3.998, sprd=0.020]
Ep 045/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:35,  1.46it/s, loss=0.746, pair=0.002, adv=3.998, sprd=0.020]
Ep 045/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:35,  1.46it/s, loss=0.789, pair=0.001, adv=4.288, sprd=0.032]
Ep 045/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:32,  1.49it/s, loss=0.789, pair=0.001, adv=4.288, sprd=0.032]
Ep 045/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.764, pair=0.001, adv=4.063, sprd=0.024]
Ep 045/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:38,  1.43it/s, loss=0.764, pair=0.001, adv=4.063, sprd=0.024]
Ep 045/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.43it/s, loss=0.771, pair=0.002, adv=4.587, sprd=0.029]
Ep 045/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.48it/s, loss=0.771, pair=0.002, adv=4.587, sprd=0.029]
Ep 045/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.48it/s, loss=0.739, pair=0.001, adv=3.917, sprd=0.020]
Ep 045/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:33,  1.46it/s, loss=0.739, pair=0.001, adv=3.917, sprd=0.020]
Ep 045/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.752, pair=0.001, adv=4.062, sprd=0.022]
Ep 045/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:28,  1.50it/s, loss=0.752, pair=0.001, adv=4.062, sprd=0.022]
Ep 045/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.753, pair=0.001, adv=4.015, sprd=0.023]
Ep 045/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:40,  1.38it/s, loss=0.753, pair=0.001, adv=4.015, sprd=0.023]
Ep 045/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:40,  1.38it/s, loss=0.758, pair=0.007, adv=4.144, sprd=0.025]
Ep 045/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:30,  1.46it/s, loss=0.758, pair=0.007, adv=4.144, sprd=0.025]
Ep 045/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:30,  1.46it/s, loss=0.757, pair=0.007, adv=4.280, sprd=0.023]
Ep 045/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:34,  1.43it/s, loss=0.757, pair=0.007, adv=4.280, sprd=0.023]
Ep 045/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.744, pair=0.006, adv=4.391, sprd=0.021]
Ep 045/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.50it/s, loss=0.744, pair=0.006, adv=4.391, sprd=0.021]
Ep 045/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.50it/s, loss=0.760, pair=0.005, adv=4.245, sprd=0.025]
Ep 045/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.760, pair=0.005, adv=4.245, sprd=0.025]
Ep 045/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.737, pair=0.002, adv=4.290, sprd=0.020]
Ep 045/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:22,  1.52it/s, loss=0.737, pair=0.002, adv=4.290, sprd=0.020]
Ep 045/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:22,  1.52it/s, loss=0.751, pair=0.002, adv=4.258, sprd=0.021]
Ep 045/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:31,  1.43it/s, loss=0.751, pair=0.002, adv=4.258, sprd=0.021]
Ep 045/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:31,  1.43it/s, loss=0.754, pair=0.002, adv=4.248, sprd=0.024]
Ep 045/60 [S3:+sens]:  35%|▋ | 118/333 [01:20<02:24,  1.49it/s, loss=0.754, pair=0.002, adv=4.248, sprd=0.024]
Ep 045/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.748, pair=0.008, adv=4.099, sprd=0.022]
Ep 045/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:32,  1.40it/s, loss=0.748, pair=0.008, adv=4.099, sprd=0.022]
Ep 045/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:32,  1.40it/s, loss=0.748, pair=0.000, adv=4.348, sprd=0.022]
Ep 045/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.49it/s, loss=0.748, pair=0.000, adv=4.348, sprd=0.022]
Ep 045/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.49it/s, loss=0.751, pair=0.005, adv=4.523, sprd=0.021]
Ep 045/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:33,  1.39it/s, loss=0.751, pair=0.005, adv=4.523, sprd=0.021]
Ep 045/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:33,  1.39it/s, loss=0.768, pair=0.006, adv=4.177, sprd=0.027]
Ep 045/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:24,  1.46it/s, loss=0.768, pair=0.006, adv=4.177, sprd=0.027]
Ep 045/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:24,  1.46it/s, loss=0.764, pair=0.005, adv=3.946, sprd=0.026]
Ep 045/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:32,  1.38it/s, loss=0.764, pair=0.005, adv=3.946, sprd=0.026]
Ep 045/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:32,  1.38it/s, loss=0.739, pair=0.003, adv=4.114, sprd=0.020]
Ep 045/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:23,  1.46it/s, loss=0.739, pair=0.003, adv=4.114, sprd=0.020]
Ep 045/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:23,  1.46it/s, loss=0.750, pair=0.003, adv=4.080, sprd=0.023]
Ep 045/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:27,  1.41it/s, loss=0.750, pair=0.003, adv=4.080, sprd=0.023]
Ep 045/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:27,  1.41it/s, loss=0.788, pair=0.001, adv=4.010, sprd=0.032]
Ep 045/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:22,  1.45it/s, loss=0.788, pair=0.001, adv=4.010, sprd=0.032]
Ep 045/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:22,  1.45it/s, loss=0.774, pair=0.005, adv=4.371, sprd=0.028]
Ep 045/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.42it/s, loss=0.774, pair=0.005, adv=4.371, sprd=0.028]
Ep 045/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.42it/s, loss=0.756, pair=0.006, adv=4.155, sprd=0.025]
Ep 045/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:17,  1.49it/s, loss=0.756, pair=0.006, adv=4.155, sprd=0.025]
Ep 045/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:17,  1.49it/s, loss=0.766, pair=0.001, adv=4.159, sprd=0.026]
Ep 045/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.42it/s, loss=0.766, pair=0.001, adv=4.159, sprd=0.026]
Ep 045/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.741, pair=0.003, adv=4.216, sprd=0.019]
Ep 045/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:14,  1.51it/s, loss=0.741, pair=0.003, adv=4.216, sprd=0.019]
Ep 045/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:14,  1.51it/s, loss=0.762, pair=0.005, adv=4.136, sprd=0.025]
Ep 045/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:18,  1.46it/s, loss=0.762, pair=0.005, adv=4.136, sprd=0.025]
Ep 045/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:18,  1.46it/s, loss=0.784, pair=0.000, adv=4.647, sprd=0.032]
Ep 045/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:13,  1.50it/s, loss=0.784, pair=0.000, adv=4.647, sprd=0.032]
Ep 045/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:13,  1.50it/s, loss=0.730, pair=0.005, adv=3.867, sprd=0.019]
Ep 045/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:20,  1.42it/s, loss=0.730, pair=0.005, adv=3.867, sprd=0.019]
Ep 045/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.42it/s, loss=0.777, pair=0.002, adv=4.357, sprd=0.029]
Ep 045/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.777, pair=0.002, adv=4.357, sprd=0.029]
Ep 045/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.764, pair=0.001, adv=4.188, sprd=0.026]
Ep 045/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:20,  1.41it/s, loss=0.764, pair=0.001, adv=4.188, sprd=0.026]
Ep 045/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:20,  1.41it/s, loss=0.735, pair=0.002, adv=3.899, sprd=0.019]
Ep 045/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:11,  1.49it/s, loss=0.735, pair=0.002, adv=3.899, sprd=0.019]
Ep 045/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.49it/s, loss=0.856, pair=0.004, adv=4.364, sprd=0.030]
Ep 045/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.856, pair=0.004, adv=4.364, sprd=0.030]
Ep 045/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.764, pair=0.008, adv=4.187, sprd=0.027]
Ep 045/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:10,  1.49it/s, loss=0.764, pair=0.008, adv=4.187, sprd=0.027]
Ep 045/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.781, pair=0.005, adv=4.172, sprd=0.030]
Ep 045/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:16,  1.43it/s, loss=0.781, pair=0.005, adv=4.172, sprd=0.030]
Ep 045/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:16,  1.43it/s, loss=0.738, pair=0.003, adv=4.118, sprd=0.020]
Ep 045/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:07,  1.51it/s, loss=0.738, pair=0.003, adv=4.118, sprd=0.020]
Ep 045/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:07,  1.51it/s, loss=0.755, pair=0.003, adv=4.228, sprd=0.024]
Ep 045/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:12,  1.45it/s, loss=0.755, pair=0.003, adv=4.228, sprd=0.024]
Ep 045/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.775, pair=0.005, adv=4.310, sprd=0.028]
Ep 045/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:07,  1.50it/s, loss=0.775, pair=0.005, adv=4.310, sprd=0.028]
Ep 045/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.50it/s, loss=0.762, pair=0.004, adv=4.228, sprd=0.027]
Ep 045/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.762, pair=0.004, adv=4.228, sprd=0.027]
Ep 045/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.737, pair=0.001, adv=3.859, sprd=0.019]
Ep 045/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:04,  1.52it/s, loss=0.737, pair=0.001, adv=3.859, sprd=0.019]
Ep 045/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.758, pair=0.002, adv=4.243, sprd=0.025]
Ep 045/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:10,  1.44it/s, loss=0.758, pair=0.002, adv=4.243, sprd=0.025]
Ep 045/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.767, pair=0.005, adv=3.985, sprd=0.023]
Ep 045/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.49it/s, loss=0.767, pair=0.005, adv=3.985, sprd=0.023]
Ep 045/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:05,  1.49it/s, loss=0.738, pair=0.000, adv=4.135, sprd=0.019]
Ep 045/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.42it/s, loss=0.738, pair=0.000, adv=4.135, sprd=0.019]
Ep 045/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.42it/s, loss=0.753, pair=0.000, adv=4.301, sprd=0.023]
Ep 045/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:04,  1.49it/s, loss=0.753, pair=0.000, adv=4.301, sprd=0.023]
Ep 045/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.49it/s, loss=0.777, pair=0.001, adv=4.002, sprd=0.028]
Ep 045/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.777, pair=0.001, adv=4.002, sprd=0.028]
Ep 045/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.732, pair=0.002, adv=3.882, sprd=0.019]
Ep 045/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<02:02,  1.49it/s, loss=0.732, pair=0.002, adv=3.882, sprd=0.019]
Ep 045/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.49it/s, loss=0.749, pair=0.000, adv=4.297, sprd=0.023]
Ep 045/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:07,  1.43it/s, loss=0.749, pair=0.000, adv=4.297, sprd=0.023]
Ep 045/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:07,  1.43it/s, loss=0.762, pair=0.002, adv=3.848, sprd=0.027]
Ep 045/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:01,  1.49it/s, loss=0.762, pair=0.002, adv=3.848, sprd=0.027]
Ep 045/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:01,  1.49it/s, loss=0.855, pair=0.007, adv=4.311, sprd=0.031]
Ep 045/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.855, pair=0.007, adv=4.311, sprd=0.031]
Ep 045/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.743, pair=0.001, adv=4.141, sprd=0.020]
Ep 045/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.49it/s, loss=0.743, pair=0.001, adv=4.141, sprd=0.020]
Ep 045/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.49it/s, loss=0.742, pair=0.000, adv=3.985, sprd=0.021]
Ep 045/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:03,  1.44it/s, loss=0.742, pair=0.000, adv=3.985, sprd=0.021]
Ep 045/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.759, pair=0.002, adv=4.211, sprd=0.026]
Ep 045/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.759, pair=0.002, adv=4.211, sprd=0.026]
Ep 045/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.758, pair=0.002, adv=3.994, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:03,  1.43it/s, loss=0.758, pair=0.002, adv=3.994, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:03,  1.43it/s, loss=0.750, pair=0.000, adv=3.866, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:57,  1.49it/s, loss=0.750, pair=0.000, adv=3.866, sprd=0.023]
Ep 045/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.731, pair=0.000, adv=3.793, sprd=0.018]
Ep 045/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.731, pair=0.000, adv=3.793, sprd=0.018]
Ep 045/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.766, pair=0.000, adv=4.228, sprd=0.028]
Ep 045/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:57,  1.47it/s, loss=0.766, pair=0.000, adv=4.228, sprd=0.028]
Ep 045/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.772, pair=0.000, adv=4.176, sprd=0.026]
Ep 045/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:02,  1.41it/s, loss=0.772, pair=0.000, adv=4.176, sprd=0.026]
Ep 045/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:02,  1.41it/s, loss=0.780, pair=0.002, adv=4.036, sprd=0.030]
Ep 045/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:57,  1.46it/s, loss=0.780, pair=0.002, adv=4.036, sprd=0.030]
Ep 045/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:57,  1.46it/s, loss=0.742, pair=0.002, adv=3.678, sprd=0.020]
Ep 045/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.742, pair=0.002, adv=3.678, sprd=0.020]
Ep 045/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.764, pair=0.000, adv=4.453, sprd=0.026]
Ep 045/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:55,  1.47it/s, loss=0.764, pair=0.000, adv=4.453, sprd=0.026]
Ep 045/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.47it/s, loss=0.753, pair=0.000, adv=4.096, sprd=0.024]
Ep 045/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.41it/s, loss=0.753, pair=0.000, adv=4.096, sprd=0.024]
Ep 045/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:59,  1.41it/s, loss=0.736, pair=0.002, adv=3.860, sprd=0.020]
Ep 045/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.736, pair=0.002, adv=3.860, sprd=0.020]
Ep 045/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.754, pair=0.001, adv=4.363, sprd=0.024]
Ep 045/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:56,  1.42it/s, loss=0.754, pair=0.001, adv=4.363, sprd=0.024]
Ep 045/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.775, pair=0.006, adv=4.569, sprd=0.030]
Ep 045/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.47it/s, loss=0.775, pair=0.006, adv=4.569, sprd=0.030]
Ep 045/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:51,  1.47it/s, loss=0.788, pair=0.006, adv=3.988, sprd=0.032]
Ep 045/60 [S3:+sens]:  51%|█ | 169/333 [01:56<02:02,  1.34it/s, loss=0.788, pair=0.006, adv=3.988, sprd=0.032]
Ep 045/60 [S3:+sens]:  51%|█ | 169/333 [01:56<02:02,  1.34it/s, loss=0.758, pair=0.007, adv=4.205, sprd=0.025]
Ep 045/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:55,  1.41it/s, loss=0.758, pair=0.007, adv=4.205, sprd=0.025]
Ep 045/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:55,  1.41it/s, loss=0.747, pair=0.005, adv=3.763, sprd=0.023]
Ep 045/60 [S3:+sens]:  51%|█ | 171/333 [01:57<02:02,  1.32it/s, loss=0.747, pair=0.005, adv=3.763, sprd=0.023]
Ep 045/60 [S3:+sens]:  51%|█ | 171/333 [01:58<02:02,  1.32it/s, loss=0.755, pair=0.001, adv=4.052, sprd=0.026]
Ep 045/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:54,  1.41it/s, loss=0.755, pair=0.001, adv=4.052, sprd=0.026]
Ep 045/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:54,  1.41it/s, loss=0.802, pair=0.001, adv=3.858, sprd=0.019]
Ep 045/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:54,  1.39it/s, loss=0.802, pair=0.001, adv=3.858, sprd=0.019]
Ep 045/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:54,  1.39it/s, loss=0.758, pair=0.000, adv=3.927, sprd=0.024]
Ep 045/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:49,  1.45it/s, loss=0.758, pair=0.000, adv=3.927, sprd=0.024]
Ep 045/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:49,  1.45it/s, loss=0.814, pair=0.001, adv=3.695, sprd=0.023]
Ep 045/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:51,  1.41it/s, loss=0.814, pair=0.001, adv=3.695, sprd=0.023]
Ep 045/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:51,  1.41it/s, loss=0.763, pair=0.001, adv=4.112, sprd=0.026]
Ep 045/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:47,  1.46it/s, loss=0.763, pair=0.001, adv=4.112, sprd=0.026]
Ep 045/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:47,  1.46it/s, loss=0.831, pair=0.001, adv=3.908, sprd=0.027]
Ep 045/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:50,  1.41it/s, loss=0.831, pair=0.001, adv=3.908, sprd=0.027]
Ep 045/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:50,  1.41it/s, loss=0.766, pair=0.001, adv=4.087, sprd=0.026]
Ep 045/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.47it/s, loss=0.766, pair=0.001, adv=4.087, sprd=0.026]
Ep 045/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.47it/s, loss=0.744, pair=0.001, adv=4.103, sprd=0.021]
Ep 045/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.744, pair=0.001, adv=4.103, sprd=0.021]
Ep 045/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.757, pair=0.003, adv=3.834, sprd=0.025]
Ep 045/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:43,  1.48it/s, loss=0.757, pair=0.003, adv=3.834, sprd=0.025]
Ep 045/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.835, pair=0.001, adv=4.269, sprd=0.025]
Ep 045/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:47,  1.42it/s, loss=0.835, pair=0.001, adv=4.269, sprd=0.025]
Ep 045/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:47,  1.42it/s, loss=0.783, pair=0.002, adv=4.021, sprd=0.031]
Ep 045/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.783, pair=0.002, adv=4.021, sprd=0.031]
Ep 045/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:43,  1.46it/s, loss=0.743, pair=0.001, adv=3.960, sprd=0.021]
Ep 045/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.743, pair=0.001, adv=3.960, sprd=0.021]
Ep 045/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.763, pair=0.001, adv=4.256, sprd=0.026]
Ep 045/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:41,  1.47it/s, loss=0.763, pair=0.001, adv=4.256, sprd=0.026]
Ep 045/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:41,  1.47it/s, loss=0.751, pair=0.001, adv=3.859, sprd=0.023]
Ep 045/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.751, pair=0.001, adv=3.859, sprd=0.023]
Ep 045/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:43,  1.42it/s, loss=0.756, pair=0.000, adv=4.286, sprd=0.023]
Ep 045/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.756, pair=0.000, adv=4.286, sprd=0.023]
Ep 045/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.767, pair=0.003, adv=3.850, sprd=0.026]
Ep 045/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:43,  1.41it/s, loss=0.767, pair=0.003, adv=3.850, sprd=0.026]
Ep 045/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:43,  1.41it/s, loss=0.774, pair=0.003, adv=4.263, sprd=0.028]
Ep 045/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:39,  1.46it/s, loss=0.774, pair=0.003, adv=4.263, sprd=0.028]
Ep 045/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:39,  1.46it/s, loss=0.731, pair=0.001, adv=3.909, sprd=0.018]
Ep 045/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.731, pair=0.001, adv=3.909, sprd=0.018]
Ep 045/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.725, pair=0.000, adv=3.478, sprd=0.016]
Ep 045/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:33,  1.52it/s, loss=0.725, pair=0.000, adv=3.478, sprd=0.016]
Ep 045/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:33,  1.52it/s, loss=0.765, pair=0.004, adv=4.402, sprd=0.026]
Ep 045/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.45it/s, loss=0.765, pair=0.004, adv=4.402, sprd=0.026]
Ep 045/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.45it/s, loss=0.736, pair=0.002, adv=4.167, sprd=0.018]
Ep 045/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.736, pair=0.002, adv=4.167, sprd=0.018]
Ep 045/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.747, pair=0.002, adv=4.036, sprd=0.023]
Ep 045/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.747, pair=0.002, adv=4.036, sprd=0.023]
Ep 045/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.739, pair=0.001, adv=4.010, sprd=0.020]
Ep 045/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:30,  1.54it/s, loss=0.739, pair=0.001, adv=4.010, sprd=0.020]
Ep 045/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:30,  1.54it/s, loss=0.745, pair=0.001, adv=3.961, sprd=0.022]
Ep 045/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.46it/s, loss=0.745, pair=0.001, adv=3.961, sprd=0.022]
Ep 045/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.46it/s, loss=0.735, pair=0.000, adv=4.149, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:29,  1.53it/s, loss=0.735, pair=0.000, adv=4.149, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:29,  1.53it/s, loss=0.768, pair=0.001, adv=4.232, sprd=0.027]
Ep 045/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.45it/s, loss=0.768, pair=0.001, adv=4.232, sprd=0.027]
Ep 045/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:33,  1.45it/s, loss=0.734, pair=0.000, adv=3.455, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.53it/s, loss=0.734, pair=0.000, adv=3.455, sprd=0.017]
Ep 045/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.53it/s, loss=0.742, pair=0.001, adv=3.958, sprd=0.020]
Ep 045/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:31,  1.46it/s, loss=0.742, pair=0.001, adv=3.958, sprd=0.020]
Ep 045/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:31,  1.46it/s, loss=0.771, pair=0.000, adv=4.004, sprd=0.027]
Ep 045/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.50it/s, loss=0.771, pair=0.000, adv=4.004, sprd=0.027]
Ep 045/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:28,  1.50it/s, loss=0.767, pair=0.000, adv=4.402, sprd=0.027]
Ep 045/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.40it/s, loss=0.767, pair=0.000, adv=4.402, sprd=0.027]
Ep 045/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.40it/s, loss=0.746, pair=0.001, adv=4.091, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:29,  1.47it/s, loss=0.746, pair=0.001, adv=4.091, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.47it/s, loss=0.755, pair=0.002, adv=3.987, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:32,  1.41it/s, loss=0.755, pair=0.002, adv=3.987, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:32,  1.41it/s, loss=0.749, pair=0.001, adv=4.268, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:27,  1.48it/s, loss=0.749, pair=0.001, adv=4.268, sprd=0.022]
Ep 045/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:27,  1.48it/s, loss=0.741, pair=0.000, adv=4.093, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.741, pair=0.000, adv=4.093, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.736, pair=0.000, adv=4.158, sprd=0.019]
Ep 045/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:24,  1.51it/s, loss=0.736, pair=0.000, adv=4.158, sprd=0.019]
Ep 045/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.51it/s, loss=0.738, pair=0.001, adv=3.949, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.43it/s, loss=0.738, pair=0.001, adv=3.949, sprd=0.021]
Ep 045/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:28,  1.43it/s, loss=0.732, pair=0.000, adv=4.014, sprd=0.019]
Ep 045/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:22,  1.52it/s, loss=0.732, pair=0.000, adv=4.014, sprd=0.019]
Ep 045/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:22,  1.52it/s, loss=0.738, pair=0.001, adv=3.455, sprd=0.020]
Ep 045/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.47it/s, loss=0.738, pair=0.001, adv=3.455, sprd=0.020]
Ep 045/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:24,  1.47it/s, loss=0.757, pair=0.000, adv=3.846, sprd=0.024]
Ep 045/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:20,  1.53it/s, loss=0.757, pair=0.000, adv=3.846, sprd=0.024]
Ep 045/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:20,  1.53it/s, loss=0.734, pair=0.000, adv=4.140, sprd=0.020]
Ep 045/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:23,  1.47it/s, loss=0.734, pair=0.000, adv=4.140, sprd=0.020]
Ep 045/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:23,  1.47it/s, loss=0.745, pair=0.001, adv=3.989, sprd=0.021]
Ep 045/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:19,  1.52it/s, loss=0.745, pair=0.001, adv=3.989, sprd=0.021]
Ep 045/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:19,  1.52it/s, loss=0.733, pair=0.002, adv=3.680, sprd=0.016]
Ep 045/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:25,  1.40it/s, loss=0.733, pair=0.002, adv=3.680, sprd=0.016]
Ep 045/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:25,  1.40it/s, loss=0.753, pair=0.000, adv=4.234, sprd=0.024]
Ep 045/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.47it/s, loss=0.753, pair=0.000, adv=4.234, sprd=0.024]
Ep 045/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.47it/s, loss=0.738, pair=0.000, adv=4.045, sprd=0.021]
Ep 045/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:22,  1.43it/s, loss=0.738, pair=0.000, adv=4.045, sprd=0.021]
Ep 045/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.43it/s, loss=0.770, pair=0.000, adv=4.127, sprd=0.028]
Ep 045/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.50it/s, loss=0.770, pair=0.000, adv=4.127, sprd=0.028]
Ep 045/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.50it/s, loss=0.742, pair=0.001, adv=4.070, sprd=0.020]
Ep 045/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.43it/s, loss=0.742, pair=0.001, adv=4.070, sprd=0.020]
Ep 045/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.43it/s, loss=0.751, pair=0.001, adv=4.301, sprd=0.023]
Ep 045/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.50it/s, loss=0.751, pair=0.001, adv=4.301, sprd=0.023]
Ep 045/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.50it/s, loss=0.747, pair=0.000, adv=4.100, sprd=0.022]
Ep 045/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.45it/s, loss=0.747, pair=0.000, adv=4.100, sprd=0.022]
Ep 045/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:18,  1.45it/s, loss=0.755, pair=0.000, adv=3.944, sprd=0.023]
Ep 045/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.755, pair=0.000, adv=3.944, sprd=0.023]
Ep 045/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.751, pair=0.000, adv=3.968, sprd=0.022]
Ep 045/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.45it/s, loss=0.751, pair=0.000, adv=3.968, sprd=0.022]
Ep 045/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.746, pair=0.001, adv=4.188, sprd=0.022]
Ep 045/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.746, pair=0.001, adv=4.188, sprd=0.022]
Ep 045/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.763, pair=0.000, adv=4.178, sprd=0.027]
Ep 045/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.45it/s, loss=0.763, pair=0.000, adv=4.178, sprd=0.027]
Ep 045/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.45it/s, loss=0.745, pair=0.001, adv=3.800, sprd=0.022]
Ep 045/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:12,  1.51it/s, loss=0.745, pair=0.001, adv=3.800, sprd=0.022]
Ep 045/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.51it/s, loss=0.766, pair=0.001, adv=4.303, sprd=0.025]
Ep 045/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:18,  1.38it/s, loss=0.766, pair=0.001, adv=4.303, sprd=0.025]
Ep 045/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.38it/s, loss=0.746, pair=0.000, adv=4.235, sprd=0.021]
Ep 045/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.47it/s, loss=0.746, pair=0.000, adv=4.235, sprd=0.021]
Ep 045/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:13,  1.47it/s, loss=0.789, pair=0.001, adv=4.372, sprd=0.032]
Ep 045/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.40it/s, loss=0.789, pair=0.001, adv=4.372, sprd=0.032]
Ep 045/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.40it/s, loss=0.765, pair=0.002, adv=4.419, sprd=0.028]
Ep 045/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:11,  1.46it/s, loss=0.765, pair=0.002, adv=4.419, sprd=0.028]
Ep 045/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.46it/s, loss=0.727, pair=0.001, adv=3.727, sprd=0.017]
Ep 045/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:15,  1.37it/s, loss=0.727, pair=0.001, adv=3.727, sprd=0.017]
Ep 045/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:15,  1.37it/s, loss=0.758, pair=0.002, adv=4.474, sprd=0.026]
Ep 045/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:11,  1.45it/s, loss=0.758, pair=0.002, adv=4.474, sprd=0.026]
Ep 045/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.45it/s, loss=0.753, pair=0.000, adv=4.043, sprd=0.024]
Ep 045/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:15,  1.36it/s, loss=0.753, pair=0.000, adv=4.043, sprd=0.024]
Ep 045/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:15,  1.36it/s, loss=0.747, pair=0.000, adv=3.679, sprd=0.021]
Ep 045/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:09,  1.45it/s, loss=0.747, pair=0.000, adv=3.679, sprd=0.021]
Ep 045/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:09,  1.45it/s, loss=0.740, pair=0.000, adv=4.093, sprd=0.020]
Ep 045/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.40it/s, loss=0.740, pair=0.000, adv=4.093, sprd=0.020]
Ep 045/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.40it/s, loss=0.782, pair=0.001, adv=4.385, sprd=0.030]
Ep 045/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:08,  1.45it/s, loss=0.782, pair=0.001, adv=4.385, sprd=0.030]
Ep 045/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:08,  1.45it/s, loss=0.743, pair=0.000, adv=4.287, sprd=0.019]
Ep 045/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:10,  1.40it/s, loss=0.743, pair=0.000, adv=4.287, sprd=0.019]
Ep 045/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:10,  1.40it/s, loss=0.744, pair=0.000, adv=3.971, sprd=0.022]
Ep 045/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.47it/s, loss=0.744, pair=0.000, adv=3.971, sprd=0.022]
Ep 045/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:05,  1.47it/s, loss=0.757, pair=0.001, adv=4.180, sprd=0.025]
Ep 045/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.757, pair=0.001, adv=4.180, sprd=0.025]
Ep 045/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.752, pair=0.001, adv=4.152, sprd=0.023]
Ep 045/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.49it/s, loss=0.752, pair=0.001, adv=4.152, sprd=0.023]
Ep 045/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.49it/s, loss=0.758, pair=0.001, adv=4.192, sprd=0.023]
Ep 045/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.758, pair=0.001, adv=4.192, sprd=0.023]
Ep 045/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.43it/s, loss=0.763, pair=0.000, adv=4.222, sprd=0.024]
Ep 045/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.763, pair=0.000, adv=4.222, sprd=0.024]
Ep 045/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.763, pair=0.001, adv=4.418, sprd=0.026]
Ep 045/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.763, pair=0.001, adv=4.418, sprd=0.026]
Ep 045/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.731, pair=0.000, adv=3.790, sprd=0.018]
Ep 045/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.50it/s, loss=0.731, pair=0.000, adv=3.790, sprd=0.018]
Ep 045/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.50it/s, loss=0.752, pair=0.000, adv=4.132, sprd=0.023]
Ep 045/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.43it/s, loss=0.752, pair=0.000, adv=4.132, sprd=0.023]
Ep 045/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.43it/s, loss=0.746, pair=0.000, adv=4.078, sprd=0.022]
Ep 045/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.746, pair=0.000, adv=4.078, sprd=0.022]
Ep 045/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.722, pair=0.000, adv=3.732, sprd=0.016]
Ep 045/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:03,  1.38it/s, loss=0.722, pair=0.000, adv=3.732, sprd=0.016]
Ep 045/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:03,  1.38it/s, loss=0.752, pair=0.002, adv=4.014, sprd=0.024]
Ep 045/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:59,  1.46it/s, loss=0.752, pair=0.002, adv=4.014, sprd=0.024]
Ep 045/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:59,  1.46it/s, loss=0.812, pair=0.002, adv=4.075, sprd=0.022]
Ep 045/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.812, pair=0.002, adv=4.075, sprd=0.022]
Ep 045/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.43it/s, loss=0.753, pair=0.003, adv=4.077, sprd=0.024]
Ep 045/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.48it/s, loss=0.753, pair=0.003, adv=4.077, sprd=0.024]
Ep 045/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.48it/s, loss=0.747, pair=0.000, adv=3.903, sprd=0.021]
Ep 045/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<01:01,  1.37it/s, loss=0.747, pair=0.000, adv=3.903, sprd=0.021]
Ep 045/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:01,  1.37it/s, loss=0.736, pair=0.000, adv=4.094, sprd=0.019]
Ep 045/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.46it/s, loss=0.736, pair=0.000, adv=4.094, sprd=0.019]
Ep 045/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.46it/s, loss=0.758, pair=0.001, adv=4.476, sprd=0.026]
Ep 045/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:59,  1.38it/s, loss=0.758, pair=0.001, adv=4.476, sprd=0.026]
Ep 045/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:59,  1.38it/s, loss=0.780, pair=0.001, adv=4.206, sprd=0.032]
Ep 045/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:55,  1.45it/s, loss=0.780, pair=0.001, adv=4.206, sprd=0.032]
Ep 045/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:55,  1.45it/s, loss=0.746, pair=0.001, adv=3.909, sprd=0.019]
Ep 045/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.43it/s, loss=0.746, pair=0.001, adv=3.909, sprd=0.019]
Ep 045/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.43it/s, loss=0.744, pair=0.000, adv=4.092, sprd=0.021]
Ep 045/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.49it/s, loss=0.744, pair=0.000, adv=4.092, sprd=0.021]
Ep 045/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.49it/s, loss=0.749, pair=0.003, adv=4.371, sprd=0.024]
Ep 045/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.47it/s, loss=0.749, pair=0.003, adv=4.371, sprd=0.024]
Ep 045/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:53,  1.47it/s, loss=0.764, pair=0.001, adv=4.324, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:50,  1.52it/s, loss=0.764, pair=0.001, adv=4.324, sprd=0.025]
Ep 045/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:50,  1.52it/s, loss=0.758, pair=0.002, adv=4.412, sprd=0.024]
Ep 045/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.45it/s, loss=0.758, pair=0.002, adv=4.412, sprd=0.024]
Ep 045/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:52,  1.45it/s, loss=0.779, pair=0.002, adv=4.302, sprd=0.030]
Ep 045/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.51it/s, loss=0.779, pair=0.002, adv=4.302, sprd=0.030]
Ep 045/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:49,  1.51it/s, loss=0.727, pair=0.000, adv=3.722, sprd=0.018]
Ep 045/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.727, pair=0.000, adv=3.722, sprd=0.018]
Ep 045/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.745, pair=0.001, adv=4.078, sprd=0.020]
Ep 045/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.52it/s, loss=0.745, pair=0.001, adv=4.078, sprd=0.020]
Ep 045/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.52it/s, loss=0.779, pair=0.000, adv=4.177, sprd=0.027]
Ep 045/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.43it/s, loss=0.779, pair=0.000, adv=4.177, sprd=0.027]
Ep 045/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.43it/s, loss=0.760, pair=0.003, adv=4.478, sprd=0.025]
Ep 045/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.50it/s, loss=0.760, pair=0.003, adv=4.478, sprd=0.025]
Ep 045/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.50it/s, loss=0.743, pair=0.001, adv=4.308, sprd=0.020]
Ep 045/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:48,  1.45it/s, loss=0.743, pair=0.001, adv=4.308, sprd=0.020]
Ep 045/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.45it/s, loss=0.775, pair=0.002, adv=4.300, sprd=0.029]
Ep 045/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.50it/s, loss=0.775, pair=0.002, adv=4.300, sprd=0.029]
Ep 045/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.50it/s, loss=0.754, pair=0.001, adv=4.017, sprd=0.024]
Ep 045/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.42it/s, loss=0.754, pair=0.001, adv=4.017, sprd=0.024]
Ep 045/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.42it/s, loss=0.732, pair=0.001, adv=3.675, sprd=0.015]
Ep 045/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.52it/s, loss=0.732, pair=0.001, adv=3.675, sprd=0.015]
Ep 045/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.52it/s, loss=0.746, pair=0.001, adv=3.698, sprd=0.020]
Ep 045/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:44,  1.47it/s, loss=0.746, pair=0.001, adv=3.698, sprd=0.020]
Ep 045/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:44,  1.47it/s, loss=0.763, pair=0.000, adv=4.190, sprd=0.026]
Ep 045/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.51it/s, loss=0.763, pair=0.000, adv=4.190, sprd=0.026]
Ep 045/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.51it/s, loss=0.745, pair=0.003, adv=3.758, sprd=0.020]
Ep 045/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.745, pair=0.003, adv=3.758, sprd=0.020]
Ep 045/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.746, pair=0.001, adv=4.232, sprd=0.021]
Ep 045/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.51it/s, loss=0.746, pair=0.001, adv=4.232, sprd=0.021]
Ep 045/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.51it/s, loss=0.755, pair=0.001, adv=3.953, sprd=0.025]
Ep 045/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.755, pair=0.001, adv=3.953, sprd=0.025]
Ep 045/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.738, pair=0.002, adv=3.652, sprd=0.019]
Ep 045/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.51it/s, loss=0.738, pair=0.002, adv=3.652, sprd=0.019]
Ep 045/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.51it/s, loss=0.755, pair=0.001, adv=3.877, sprd=0.023]
Ep 045/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.40it/s, loss=0.755, pair=0.001, adv=3.877, sprd=0.023]
Ep 045/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.40it/s, loss=0.749, pair=0.001, adv=4.019, sprd=0.023]
Ep 045/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:40,  1.47it/s, loss=0.749, pair=0.001, adv=4.019, sprd=0.023]
Ep 045/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.47it/s, loss=0.760, pair=0.000, adv=3.984, sprd=0.026]
Ep 045/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.760, pair=0.000, adv=3.984, sprd=0.026]
Ep 045/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.741, pair=0.001, adv=3.821, sprd=0.020]
Ep 045/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.48it/s, loss=0.741, pair=0.001, adv=3.821, sprd=0.020]
Ep 045/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.754, pair=0.002, adv=4.200, sprd=0.023]
Ep 045/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.43it/s, loss=0.754, pair=0.002, adv=4.200, sprd=0.023]
Ep 045/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.760, pair=0.002, adv=3.938, sprd=0.024]
Ep 045/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.49it/s, loss=0.760, pair=0.002, adv=3.938, sprd=0.024]
Ep 045/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.49it/s, loss=0.741, pair=0.001, adv=4.195, sprd=0.021]
Ep 045/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.741, pair=0.001, adv=4.195, sprd=0.021]
Ep 045/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.768, pair=0.000, adv=4.080, sprd=0.027]
Ep 045/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.768, pair=0.000, adv=4.080, sprd=0.027]
Ep 045/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.48it/s, loss=0.746, pair=0.000, adv=3.891, sprd=0.022]
Ep 045/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.746, pair=0.000, adv=3.891, sprd=0.022]
Ep 045/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.752, pair=0.000, adv=3.847, sprd=0.022]
Ep 045/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.49it/s, loss=0.752, pair=0.000, adv=3.847, sprd=0.022]
Ep 045/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.49it/s, loss=0.838, pair=0.000, adv=4.273, sprd=0.028]
Ep 045/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.44it/s, loss=0.838, pair=0.000, adv=4.273, sprd=0.028]
Ep 045/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.44it/s, loss=0.766, pair=0.000, adv=3.771, sprd=0.024]
Ep 045/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.766, pair=0.000, adv=3.771, sprd=0.024]
Ep 045/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.48it/s, loss=0.746, pair=0.001, adv=3.935, sprd=0.022]
Ep 045/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.746, pair=0.001, adv=3.935, sprd=0.022]
Ep 045/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.41it/s, loss=0.737, pair=0.001, adv=3.981, sprd=0.017]
Ep 045/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.737, pair=0.001, adv=3.981, sprd=0.017]
Ep 045/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.766, pair=0.000, adv=4.215, sprd=0.027]
Ep 045/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.766, pair=0.000, adv=4.215, sprd=0.027]
Ep 045/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.744, pair=0.000, adv=4.235, sprd=0.022]
Ep 045/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.51it/s, loss=0.744, pair=0.000, adv=4.235, sprd=0.022]
Ep 045/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.820, pair=0.002, adv=3.916, sprd=0.021]
Ep 045/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.45it/s, loss=0.820, pair=0.002, adv=3.916, sprd=0.021]
Ep 045/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.45it/s, loss=0.732, pair=0.001, adv=3.996, sprd=0.019]
Ep 045/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.52it/s, loss=0.732, pair=0.001, adv=3.996, sprd=0.019]
Ep 045/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.52it/s, loss=0.753, pair=0.002, adv=4.002, sprd=0.024]
Ep 045/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.753, pair=0.002, adv=4.002, sprd=0.024]
Ep 045/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.753, pair=0.000, adv=4.075, sprd=0.023]
Ep 045/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.49it/s, loss=0.753, pair=0.000, adv=4.075, sprd=0.023]
Ep 045/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.49it/s, loss=0.834, pair=0.001, adv=3.875, sprd=0.026]
Ep 045/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.42it/s, loss=0.834, pair=0.001, adv=3.875, sprd=0.026]
Ep 045/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.42it/s, loss=0.730, pair=0.000, adv=4.012, sprd=0.019]
Ep 045/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.730, pair=0.000, adv=4.012, sprd=0.019]
Ep 045/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.744, pair=0.000, adv=4.183, sprd=0.020]
Ep 045/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.44it/s, loss=0.744, pair=0.000, adv=4.183, sprd=0.020]
Ep 045/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.757, pair=0.000, adv=4.106, sprd=0.026]
Ep 045/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.49it/s, loss=0.757, pair=0.000, adv=4.106, sprd=0.026]
Ep 045/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.49it/s, loss=0.750, pair=0.002, adv=3.868, sprd=0.023]
Ep 045/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:26,  1.37it/s, loss=0.750, pair=0.002, adv=3.868, sprd=0.023]
Ep 045/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:26,  1.37it/s, loss=0.769, pair=0.000, adv=4.152, sprd=0.028]
Ep 045/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:24,  1.44it/s, loss=0.769, pair=0.000, adv=4.152, sprd=0.028]
Ep 045/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.44it/s, loss=0.799, pair=0.001, adv=3.792, sprd=0.017]
Ep 045/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.41it/s, loss=0.799, pair=0.001, adv=3.792, sprd=0.017]
Ep 045/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.41it/s, loss=1.047, pair=0.853, adv=4.156, sprd=0.023]
Ep 045/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.47it/s, loss=1.047, pair=0.853, adv=4.156, sprd=0.023]
Ep 045/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.47it/s, loss=0.783, pair=0.003, adv=4.182, sprd=0.030]
Ep 045/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.783, pair=0.003, adv=4.182, sprd=0.030]
Ep 045/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.757, pair=0.001, adv=3.857, sprd=0.024]
Ep 045/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.49it/s, loss=0.757, pair=0.001, adv=3.857, sprd=0.024]
Ep 045/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.49it/s, loss=0.757, pair=0.002, adv=3.911, sprd=0.024]
Ep 045/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.46it/s, loss=0.757, pair=0.002, adv=3.911, sprd=0.024]
Ep 045/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.46it/s, loss=0.750, pair=0.000, adv=3.613, sprd=0.023]
Ep 045/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.52it/s, loss=0.750, pair=0.000, adv=3.613, sprd=0.023]
Ep 045/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.52it/s, loss=0.756, pair=0.000, adv=4.043, sprd=0.025]
Ep 045/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.43it/s, loss=0.756, pair=0.000, adv=4.043, sprd=0.025]
Ep 045/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.43it/s, loss=0.758, pair=0.000, adv=4.044, sprd=0.026]
Ep 045/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.758, pair=0.000, adv=4.044, sprd=0.026]
Ep 045/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.771, pair=0.001, adv=4.069, sprd=0.028]
Ep 045/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.771, pair=0.001, adv=4.069, sprd=0.028]
Ep 045/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.748, pair=0.000, adv=3.925, sprd=0.022]
Ep 045/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.49it/s, loss=0.748, pair=0.000, adv=3.925, sprd=0.022]
Ep 045/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.774, pair=0.000, adv=3.828, sprd=0.030]
Ep 045/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.774, pair=0.000, adv=3.828, sprd=0.030]
Ep 045/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.42it/s, loss=0.747, pair=0.000, adv=3.689, sprd=0.021]
Ep 045/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.747, pair=0.000, adv=3.689, sprd=0.021]
Ep 045/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.752, pair=0.000, adv=4.147, sprd=0.023]
Ep 045/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.43it/s, loss=0.752, pair=0.000, adv=4.147, sprd=0.023]
Ep 045/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.43it/s, loss=0.755, pair=0.000, adv=4.019, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.50it/s, loss=0.755, pair=0.000, adv=4.019, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.50it/s, loss=0.751, pair=0.001, adv=4.008, sprd=0.022]
Ep 045/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.45it/s, loss=0.751, pair=0.001, adv=4.008, sprd=0.022]
Ep 045/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.45it/s, loss=0.746, pair=0.001, adv=3.946, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.52it/s, loss=0.746, pair=0.001, adv=3.946, sprd=0.023]
Ep 045/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.52it/s, loss=0.762, pair=0.001, adv=4.138, sprd=0.028]
Ep 045/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.45it/s, loss=0.762, pair=0.001, adv=4.138, sprd=0.028]
Ep 045/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.45it/s, loss=0.747, pair=0.000, adv=3.827, sprd=0.023]
Ep 045/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.747, pair=0.000, adv=3.827, sprd=0.023]
Ep 045/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.742, pair=0.000, adv=4.039, sprd=0.021]
Ep 045/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.44it/s, loss=0.742, pair=0.000, adv=4.039, sprd=0.021]
Ep 045/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.44it/s, loss=0.769, pair=0.001, adv=4.079, sprd=0.028]
Ep 045/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.50it/s, loss=0.769, pair=0.001, adv=4.079, sprd=0.028]
Ep 045/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.740, pair=0.000, adv=3.881, sprd=0.021]
Ep 045/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.46it/s, loss=0.740, pair=0.000, adv=3.881, sprd=0.021]
Ep 045/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.46it/s, loss=0.761, pair=0.000, adv=3.946, sprd=0.027]
Ep 045/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.50it/s, loss=0.761, pair=0.000, adv=3.946, sprd=0.027]
Ep 045/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.738, pair=0.000, adv=3.967, sprd=0.020]
Ep 045/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.45it/s, loss=0.738, pair=0.000, adv=3.967, sprd=0.020]
Ep 045/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.45it/s, loss=0.753, pair=0.000, adv=4.109, sprd=0.024]
Ep 045/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.51it/s, loss=0.753, pair=0.000, adv=4.109, sprd=0.024]
Ep 045/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.51it/s, loss=0.738, pair=0.002, adv=3.919, sprd=0.020]
Ep 045/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.46it/s, loss=0.738, pair=0.002, adv=3.919, sprd=0.020]
Ep 045/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.737, pair=0.001, adv=3.779, sprd=0.018]
Ep 045/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.55it/s, loss=0.737, pair=0.001, adv=3.779, sprd=0.018]
Ep 045/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.55it/s, loss=0.751, pair=0.000, adv=3.956, sprd=0.024]
Ep 045/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.42it/s, loss=0.751, pair=0.000, adv=3.956, sprd=0.024]
Ep 045/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.42it/s, loss=0.755, pair=0.002, adv=3.711, sprd=0.021]
Ep 045/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.49it/s, loss=0.755, pair=0.002, adv=3.711, sprd=0.021]
Ep 045/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.747, pair=0.000, adv=3.902, sprd=0.023]
Ep 045/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.747, pair=0.000, adv=3.902, sprd=0.023]
Ep 045/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.745, pair=0.001, adv=3.912, sprd=0.020]
Ep 045/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.745, pair=0.001, adv=3.912, sprd=0.020]
Ep 045/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.50it/s, loss=0.738, pair=0.001, adv=3.858, sprd=0.019]
Ep 045/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.738, pair=0.001, adv=3.858, sprd=0.019]
Ep 045/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.748, pair=0.000, adv=3.698, sprd=0.023]
Ep 045/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.49it/s, loss=0.748, pair=0.000, adv=3.698, sprd=0.023]
Ep 045/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.761, pair=0.001, adv=3.825, sprd=0.024]
Ep 045/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.41it/s, loss=0.761, pair=0.001, adv=3.825, sprd=0.024]
Ep 045/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.41it/s, loss=0.753, pair=0.002, adv=3.839, sprd=0.024]
Ep 045/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.47it/s, loss=0.753, pair=0.002, adv=3.839, sprd=0.024]
Ep 045/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.47it/s, loss=0.751, pair=0.002, adv=3.918, sprd=0.024]
Ep 045/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.43it/s, loss=0.751, pair=0.002, adv=3.918, sprd=0.024]
                                                                                                              
Epoch 045/60 [S3:+sens]  loss=0.7579  mat=0.3374  sens=1.0140  pair=0.0039  adv=4.0385(rand=3.37)  deg=0.0087  orth=0.0006  spread=0.0232  q_mean=50.9  q_std=16.4  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=2.07e-05  229s

Ep 046/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 046/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.776, pair=0.001, adv=3.875, sprd=0.028]
Ep 046/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:18,  1.14s/it, loss=0.776, pair=0.001, adv=3.875, sprd=0.028]
Ep 046/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:18,  1.14s/it, loss=0.756, pair=0.000, adv=3.967, sprd=0.025]
Ep 046/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:31,  1.22it/s, loss=0.756, pair=0.000, adv=3.967, sprd=0.025]
Ep 046/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:31,  1.22it/s, loss=0.761, pair=0.000, adv=3.953, sprd=0.025]
Ep 046/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:20,  1.27it/s, loss=0.761, pair=0.000, adv=3.953, sprd=0.025]
Ep 046/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:20,  1.27it/s, loss=0.739, pair=0.000, adv=4.102, sprd=0.022]
Ep 046/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.739, pair=0.000, adv=4.102, sprd=0.022]
Ep 046/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.733, pair=0.000, adv=3.792, sprd=0.019]
Ep 046/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.36it/s, loss=0.733, pair=0.000, adv=3.792, sprd=0.019]
Ep 046/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.36it/s, loss=0.755, pair=0.001, adv=3.951, sprd=0.024]
Ep 046/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:44,  1.46it/s, loss=0.755, pair=0.001, adv=3.951, sprd=0.024]
Ep 046/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:44,  1.46it/s, loss=0.749, pair=0.000, adv=4.051, sprd=0.022]
Ep 046/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:58,  1.37it/s, loss=0.749, pair=0.000, adv=4.051, sprd=0.022]
Ep 046/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:58,  1.37it/s, loss=0.762, pair=0.000, adv=4.070, sprd=0.025]
Ep 046/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:45,  1.44it/s, loss=0.762, pair=0.000, adv=4.070, sprd=0.025]
Ep 046/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:45,  1.44it/s, loss=0.746, pair=0.000, adv=3.616, sprd=0.022]
Ep 046/60 [S3:+sens]:   3%|    | 9/333 [00:06<04:00,  1.35it/s, loss=0.746, pair=0.000, adv=3.616, sprd=0.022]
Ep 046/60 [S3:+sens]:   3%|    | 9/333 [00:07<04:00,  1.35it/s, loss=0.738, pair=0.000, adv=3.719, sprd=0.021]
Ep 046/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:45,  1.43it/s, loss=0.738, pair=0.000, adv=3.719, sprd=0.021]
Ep 046/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:45,  1.43it/s, loss=0.747, pair=0.001, adv=3.824, sprd=0.020]
Ep 046/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:59,  1.34it/s, loss=0.747, pair=0.001, adv=3.824, sprd=0.020]
Ep 046/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:59,  1.34it/s, loss=0.731, pair=0.000, adv=3.469, sprd=0.017]
Ep 046/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:42,  1.44it/s, loss=0.731, pair=0.000, adv=3.469, sprd=0.017]
Ep 046/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:42,  1.44it/s, loss=0.752, pair=0.000, adv=3.746, sprd=0.024]
Ep 046/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:48,  1.40it/s, loss=0.752, pair=0.000, adv=3.746, sprd=0.024]
Ep 046/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:48,  1.40it/s, loss=0.760, pair=0.000, adv=4.132, sprd=0.025]
Ep 046/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:37,  1.47it/s, loss=0.760, pair=0.000, adv=4.132, sprd=0.025]
Ep 046/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:37,  1.47it/s, loss=0.775, pair=0.001, adv=3.907, sprd=0.029]
Ep 046/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:45,  1.41it/s, loss=0.775, pair=0.001, adv=3.907, sprd=0.029]
Ep 046/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:45,  1.41it/s, loss=0.733, pair=0.000, adv=3.836, sprd=0.018]
Ep 046/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:31,  1.50it/s, loss=0.733, pair=0.000, adv=3.836, sprd=0.018]
Ep 046/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:31,  1.50it/s, loss=0.804, pair=0.000, adv=4.031, sprd=0.019]
Ep 046/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:36,  1.46it/s, loss=0.804, pair=0.000, adv=4.031, sprd=0.019]
Ep 046/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:36,  1.46it/s, loss=0.762, pair=0.000, adv=3.979, sprd=0.026]
Ep 046/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:27,  1.52it/s, loss=0.762, pair=0.000, adv=3.979, sprd=0.026]
Ep 046/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:27,  1.52it/s, loss=0.743, pair=0.000, adv=3.845, sprd=0.021]
Ep 046/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:35,  1.46it/s, loss=0.743, pair=0.000, adv=3.845, sprd=0.021]
Ep 046/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:35,  1.46it/s, loss=0.758, pair=0.000, adv=4.113, sprd=0.024]
Ep 046/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:26,  1.51it/s, loss=0.758, pair=0.000, adv=4.113, sprd=0.024]
Ep 046/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:26,  1.51it/s, loss=0.776, pair=0.000, adv=3.929, sprd=0.030]
Ep 046/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:36,  1.44it/s, loss=0.776, pair=0.000, adv=3.929, sprd=0.030]
Ep 046/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:36,  1.44it/s, loss=0.747, pair=0.001, adv=4.091, sprd=0.022]
Ep 046/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:22,  1.53it/s, loss=0.747, pair=0.001, adv=4.091, sprd=0.022]
Ep 046/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:22,  1.53it/s, loss=0.728, pair=0.000, adv=3.802, sprd=0.019]
Ep 046/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:44,  1.38it/s, loss=0.728, pair=0.000, adv=3.802, sprd=0.019]
Ep 046/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:44,  1.38it/s, loss=0.739, pair=0.002, adv=3.525, sprd=0.022]
Ep 046/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:29,  1.47it/s, loss=0.739, pair=0.002, adv=3.525, sprd=0.022]
Ep 046/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:29,  1.47it/s, loss=0.747, pair=0.001, adv=3.997, sprd=0.020]
Ep 046/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:34,  1.44it/s, loss=0.747, pair=0.001, adv=3.997, sprd=0.020]
Ep 046/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:34,  1.44it/s, loss=0.741, pair=0.000, adv=3.612, sprd=0.021]
Ep 046/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.741, pair=0.000, adv=3.612, sprd=0.021]
Ep 046/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:24,  1.50it/s, loss=0.763, pair=0.000, adv=3.757, sprd=0.027]
Ep 046/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:33,  1.43it/s, loss=0.763, pair=0.000, adv=3.757, sprd=0.027]
Ep 046/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:33,  1.43it/s, loss=0.754, pair=0.001, adv=3.893, sprd=0.023]
Ep 046/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.754, pair=0.001, adv=3.893, sprd=0.023]
Ep 046/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.737, pair=0.001, adv=3.884, sprd=0.019]
Ep 046/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:27,  1.47it/s, loss=0.737, pair=0.001, adv=3.884, sprd=0.019]
Ep 046/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:27,  1.47it/s, loss=0.747, pair=0.000, adv=3.686, sprd=0.022]
Ep 046/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:21,  1.50it/s, loss=0.747, pair=0.000, adv=3.686, sprd=0.022]
Ep 046/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:21,  1.50it/s, loss=0.786, pair=0.000, adv=4.075, sprd=0.032]
Ep 046/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:30,  1.43it/s, loss=0.786, pair=0.000, adv=4.075, sprd=0.032]
Ep 046/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:30,  1.43it/s, loss=0.762, pair=0.000, adv=3.989, sprd=0.026]
Ep 046/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.50it/s, loss=0.762, pair=0.000, adv=3.989, sprd=0.026]
Ep 046/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:21,  1.50it/s, loss=0.754, pair=0.001, adv=3.916, sprd=0.023]
Ep 046/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.754, pair=0.001, adv=3.916, sprd=0.023]
Ep 046/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.774, pair=0.000, adv=3.789, sprd=0.028]
Ep 046/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:21,  1.48it/s, loss=0.774, pair=0.000, adv=3.789, sprd=0.028]
Ep 046/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:21,  1.48it/s, loss=0.778, pair=0.000, adv=4.206, sprd=0.029]
Ep 046/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:30,  1.42it/s, loss=0.778, pair=0.000, adv=4.206, sprd=0.029]
Ep 046/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:30,  1.42it/s, loss=0.759, pair=0.001, adv=3.893, sprd=0.025]
Ep 046/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.759, pair=0.001, adv=3.893, sprd=0.025]
Ep 046/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.750, pair=0.002, adv=4.159, sprd=0.022]
Ep 046/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:29,  1.41it/s, loss=0.750, pair=0.002, adv=4.159, sprd=0.022]
Ep 046/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:29,  1.41it/s, loss=0.750, pair=0.000, adv=4.252, sprd=0.023]
Ep 046/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:18,  1.48it/s, loss=0.750, pair=0.000, adv=4.252, sprd=0.023]
Ep 046/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:18,  1.48it/s, loss=0.746, pair=0.000, adv=4.080, sprd=0.022]
Ep 046/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.41it/s, loss=0.746, pair=0.000, adv=4.080, sprd=0.022]
Ep 046/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:29,  1.41it/s, loss=0.721, pair=0.003, adv=3.650, sprd=0.013]
Ep 046/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:12,  1.52it/s, loss=0.721, pair=0.003, adv=3.650, sprd=0.013]
Ep 046/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:12,  1.52it/s, loss=0.756, pair=0.000, adv=4.192, sprd=0.025]
Ep 046/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:21,  1.45it/s, loss=0.756, pair=0.000, adv=4.192, sprd=0.025]
Ep 046/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:21,  1.45it/s, loss=0.781, pair=0.001, adv=3.893, sprd=0.030]
Ep 046/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.781, pair=0.001, adv=3.893, sprd=0.030]
Ep 046/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:14,  1.49it/s, loss=0.757, pair=0.000, adv=3.910, sprd=0.019]
Ep 046/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.757, pair=0.000, adv=3.910, sprd=0.019]
Ep 046/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.753, pair=0.000, adv=3.757, sprd=0.022]
Ep 046/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:15,  1.48it/s, loss=0.753, pair=0.000, adv=3.757, sprd=0.022]
Ep 046/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:15,  1.48it/s, loss=0.754, pair=0.000, adv=4.085, sprd=0.024]
Ep 046/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.754, pair=0.000, adv=4.085, sprd=0.024]
Ep 046/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:22,  1.42it/s, loss=0.750, pair=0.002, adv=3.705, sprd=0.024]
Ep 046/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:14,  1.48it/s, loss=0.750, pair=0.002, adv=3.705, sprd=0.024]
Ep 046/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:14,  1.48it/s, loss=0.779, pair=0.000, adv=3.937, sprd=0.031]
Ep 046/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:23,  1.41it/s, loss=0.779, pair=0.000, adv=3.937, sprd=0.031]
Ep 046/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:23,  1.41it/s, loss=0.755, pair=0.001, adv=3.785, sprd=0.025]
Ep 046/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.47it/s, loss=0.755, pair=0.001, adv=3.785, sprd=0.025]
Ep 046/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:14,  1.47it/s, loss=0.730, pair=0.002, adv=3.644, sprd=0.017]
Ep 046/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.730, pair=0.002, adv=3.644, sprd=0.017]
Ep 046/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:20,  1.42it/s, loss=0.755, pair=0.001, adv=3.696, sprd=0.024]
Ep 046/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:12,  1.47it/s, loss=0.755, pair=0.001, adv=3.696, sprd=0.024]
Ep 046/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:12,  1.47it/s, loss=0.755, pair=0.000, adv=3.954, sprd=0.023]
Ep 046/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:17,  1.43it/s, loss=0.755, pair=0.000, adv=3.954, sprd=0.023]
Ep 046/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:17,  1.43it/s, loss=0.764, pair=0.000, adv=3.975, sprd=0.026]
Ep 046/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.49it/s, loss=0.764, pair=0.000, adv=3.975, sprd=0.026]
Ep 046/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.49it/s, loss=0.774, pair=0.000, adv=3.635, sprd=0.030]
Ep 046/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:17,  1.42it/s, loss=0.774, pair=0.000, adv=3.635, sprd=0.030]
Ep 046/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:17,  1.42it/s, loss=0.757, pair=0.003, adv=4.023, sprd=0.024]
Ep 046/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:08,  1.48it/s, loss=0.757, pair=0.003, adv=4.023, sprd=0.024]
Ep 046/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:08,  1.48it/s, loss=0.769, pair=0.001, adv=4.057, sprd=0.026]
Ep 046/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:23,  1.37it/s, loss=0.769, pair=0.001, adv=4.057, sprd=0.026]
Ep 046/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:23,  1.37it/s, loss=0.738, pair=0.001, adv=3.758, sprd=0.020]
Ep 046/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:10,  1.46it/s, loss=0.738, pair=0.001, adv=3.758, sprd=0.020]
Ep 046/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:10,  1.46it/s, loss=0.753, pair=0.001, adv=3.851, sprd=0.025]
Ep 046/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:16,  1.41it/s, loss=0.753, pair=0.001, adv=3.851, sprd=0.025]
Ep 046/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:16,  1.41it/s, loss=0.752, pair=0.000, adv=3.614, sprd=0.023]
Ep 046/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.48it/s, loss=0.752, pair=0.000, adv=3.614, sprd=0.023]
Ep 046/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:05,  1.48it/s, loss=0.765, pair=0.000, adv=3.878, sprd=0.026]
Ep 046/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.765, pair=0.000, adv=3.878, sprd=0.026]
Ep 046/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.723, pair=0.000, adv=3.699, sprd=0.017]
Ep 046/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:05,  1.47it/s, loss=0.723, pair=0.000, adv=3.699, sprd=0.017]
Ep 046/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:05,  1.47it/s, loss=0.754, pair=0.001, adv=4.107, sprd=0.023]
Ep 046/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:11,  1.42it/s, loss=0.754, pair=0.001, adv=4.107, sprd=0.023]
Ep 046/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:11,  1.42it/s, loss=0.772, pair=0.001, adv=4.136, sprd=0.029]
Ep 046/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.772, pair=0.001, adv=4.136, sprd=0.029]
Ep 046/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.837, pair=0.000, adv=4.012, sprd=0.027]
Ep 046/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:10,  1.42it/s, loss=0.837, pair=0.000, adv=4.012, sprd=0.027]
Ep 046/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:10,  1.42it/s, loss=0.767, pair=0.002, adv=3.853, sprd=0.027]
Ep 046/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:01,  1.48it/s, loss=0.767, pair=0.002, adv=3.853, sprd=0.027]
Ep 046/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<03:01,  1.48it/s, loss=0.732, pair=0.000, adv=3.715, sprd=0.017]
Ep 046/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:06,  1.43it/s, loss=0.732, pair=0.000, adv=3.715, sprd=0.017]
Ep 046/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:06,  1.43it/s, loss=0.768, pair=0.001, adv=3.573, sprd=0.027]
Ep 046/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.48it/s, loss=0.768, pair=0.001, adv=3.573, sprd=0.027]
Ep 046/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.48it/s, loss=0.747, pair=0.000, adv=3.880, sprd=0.021]
Ep 046/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:06,  1.43it/s, loss=0.747, pair=0.000, adv=3.880, sprd=0.021]
Ep 046/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:06,  1.43it/s, loss=0.763, pair=0.000, adv=3.945, sprd=0.025]
Ep 046/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.50it/s, loss=0.763, pair=0.000, adv=3.945, sprd=0.025]
Ep 046/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<02:57,  1.50it/s, loss=0.754, pair=0.000, adv=3.768, sprd=0.022]
Ep 046/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.43it/s, loss=0.754, pair=0.000, adv=3.768, sprd=0.022]
Ep 046/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.43it/s, loss=0.731, pair=0.000, adv=3.951, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.731, pair=0.000, adv=3.951, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:55,  1.50it/s, loss=0.734, pair=0.000, adv=3.671, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.734, pair=0.000, adv=3.671, sprd=0.019]
Ep 046/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.741, pair=0.000, adv=3.814, sprd=0.021]
Ep 046/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:53,  1.51it/s, loss=0.741, pair=0.000, adv=3.814, sprd=0.021]
Ep 046/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:53,  1.51it/s, loss=0.799, pair=0.002, adv=3.730, sprd=0.034]
Ep 046/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.42it/s, loss=0.799, pair=0.002, adv=3.730, sprd=0.034]
Ep 046/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.42it/s, loss=0.734, pair=0.000, adv=3.810, sprd=0.019]
Ep 046/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.49it/s, loss=0.734, pair=0.000, adv=3.810, sprd=0.019]
Ep 046/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:53,  1.49it/s, loss=0.721, pair=0.001, adv=3.827, sprd=0.018]
Ep 046/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.46it/s, loss=0.721, pair=0.001, adv=3.827, sprd=0.018]
Ep 046/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.46it/s, loss=0.739, pair=0.000, adv=3.852, sprd=0.019]
Ep 046/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:49,  1.52it/s, loss=0.739, pair=0.000, adv=3.852, sprd=0.019]
Ep 046/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:49,  1.52it/s, loss=0.755, pair=0.000, adv=3.651, sprd=0.024]
Ep 046/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:57,  1.44it/s, loss=0.755, pair=0.000, adv=3.651, sprd=0.024]
Ep 046/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:57,  1.44it/s, loss=0.751, pair=0.000, adv=3.708, sprd=0.024]
Ep 046/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.751, pair=0.000, adv=3.708, sprd=0.024]
Ep 046/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.760, pair=0.000, adv=3.777, sprd=0.026]
Ep 046/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:59,  1.41it/s, loss=0.760, pair=0.000, adv=3.777, sprd=0.026]
Ep 046/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.41it/s, loss=0.752, pair=0.000, adv=3.887, sprd=0.024]
Ep 046/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:50,  1.48it/s, loss=0.752, pair=0.000, adv=3.887, sprd=0.024]
Ep 046/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:50,  1.48it/s, loss=0.811, pair=0.001, adv=3.868, sprd=0.020]
Ep 046/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.811, pair=0.001, adv=3.868, sprd=0.020]
Ep 046/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.748, pair=0.003, adv=3.891, sprd=0.022]
Ep 046/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:46,  1.51it/s, loss=0.748, pair=0.003, adv=3.891, sprd=0.022]
Ep 046/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:46,  1.51it/s, loss=0.740, pair=0.000, adv=3.733, sprd=0.020]
Ep 046/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.43it/s, loss=0.740, pair=0.000, adv=3.733, sprd=0.020]
Ep 046/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:54,  1.43it/s, loss=0.722, pair=0.000, adv=3.829, sprd=0.016]
Ep 046/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.722, pair=0.000, adv=3.829, sprd=0.016]
Ep 046/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.733, pair=0.001, adv=3.729, sprd=0.020]
Ep 046/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:49,  1.46it/s, loss=0.733, pair=0.001, adv=3.729, sprd=0.020]
Ep 046/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:49,  1.46it/s, loss=0.767, pair=0.000, adv=4.049, sprd=0.027]
Ep 046/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.767, pair=0.000, adv=4.049, sprd=0.027]
Ep 046/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:43,  1.51it/s, loss=0.846, pair=0.000, adv=4.149, sprd=0.029]
Ep 046/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:51,  1.43it/s, loss=0.846, pair=0.000, adv=4.149, sprd=0.029]
Ep 046/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:51,  1.43it/s, loss=0.752, pair=0.000, adv=3.870, sprd=0.024]
Ep 046/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:44,  1.49it/s, loss=0.752, pair=0.000, adv=3.870, sprd=0.024]
Ep 046/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.826, pair=0.001, adv=4.229, sprd=0.026]
Ep 046/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.826, pair=0.001, adv=4.229, sprd=0.026]
Ep 046/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:49,  1.44it/s, loss=0.761, pair=0.000, adv=3.938, sprd=0.025]
Ep 046/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.50it/s, loss=0.761, pair=0.000, adv=3.938, sprd=0.025]
Ep 046/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.50it/s, loss=0.754, pair=0.001, adv=3.986, sprd=0.022]
Ep 046/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:48,  1.44it/s, loss=0.754, pair=0.001, adv=3.986, sprd=0.022]
Ep 046/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.750, pair=0.000, adv=3.791, sprd=0.022]
Ep 046/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:41,  1.49it/s, loss=0.750, pair=0.000, adv=3.791, sprd=0.022]
Ep 046/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:41,  1.49it/s, loss=0.744, pair=0.000, adv=3.696, sprd=0.021]
Ep 046/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:45,  1.45it/s, loss=0.744, pair=0.000, adv=3.696, sprd=0.021]
Ep 046/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:45,  1.45it/s, loss=0.757, pair=0.000, adv=3.773, sprd=0.026]
Ep 046/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:37,  1.52it/s, loss=0.757, pair=0.000, adv=3.773, sprd=0.026]
Ep 046/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:37,  1.52it/s, loss=0.756, pair=0.002, adv=3.979, sprd=0.025]
Ep 046/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:42,  1.46it/s, loss=0.756, pair=0.002, adv=3.979, sprd=0.025]
Ep 046/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:42,  1.46it/s, loss=0.739, pair=0.001, adv=3.950, sprd=0.019]
Ep 046/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:35,  1.52it/s, loss=0.739, pair=0.001, adv=3.950, sprd=0.019]
Ep 046/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:35,  1.52it/s, loss=0.747, pair=0.002, adv=3.623, sprd=0.023]
Ep 046/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:41,  1.46it/s, loss=0.747, pair=0.002, adv=3.623, sprd=0.023]
Ep 046/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:41,  1.46it/s, loss=0.752, pair=0.000, adv=4.054, sprd=0.023]
Ep 046/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:34,  1.52it/s, loss=0.752, pair=0.000, adv=4.054, sprd=0.023]
Ep 046/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:34,  1.52it/s, loss=0.734, pair=0.001, adv=3.566, sprd=0.018]
Ep 046/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:39,  1.47it/s, loss=0.734, pair=0.001, adv=3.566, sprd=0.018]
Ep 046/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:39,  1.47it/s, loss=0.745, pair=0.001, adv=3.531, sprd=0.020]
Ep 046/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.52it/s, loss=0.745, pair=0.001, adv=3.531, sprd=0.020]
Ep 046/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.749, pair=0.001, adv=3.702, sprd=0.022]
Ep 046/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:38,  1.47it/s, loss=0.749, pair=0.001, adv=3.702, sprd=0.022]
Ep 046/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:38,  1.47it/s, loss=0.761, pair=0.004, adv=3.925, sprd=0.026]
Ep 046/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:31,  1.52it/s, loss=0.761, pair=0.004, adv=3.925, sprd=0.026]
Ep 046/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:31,  1.52it/s, loss=0.773, pair=0.001, adv=3.718, sprd=0.027]
Ep 046/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.43it/s, loss=0.773, pair=0.001, adv=3.718, sprd=0.027]
Ep 046/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.43it/s, loss=0.736, pair=0.001, adv=3.806, sprd=0.021]
Ep 046/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:31,  1.52it/s, loss=0.736, pair=0.001, adv=3.806, sprd=0.021]
Ep 046/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:31,  1.52it/s, loss=0.816, pair=0.001, adv=3.867, sprd=0.023]
Ep 046/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.816, pair=0.001, adv=3.867, sprd=0.023]
Ep 046/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.757, pair=0.004, adv=4.142, sprd=0.024]
Ep 046/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:32,  1.49it/s, loss=0.757, pair=0.004, adv=4.142, sprd=0.024]
Ep 046/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.742, pair=0.005, adv=3.942, sprd=0.019]
Ep 046/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:34,  1.46it/s, loss=0.742, pair=0.005, adv=3.942, sprd=0.019]
Ep 046/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:34,  1.46it/s, loss=0.769, pair=0.001, adv=4.170, sprd=0.027]
Ep 046/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.51it/s, loss=0.769, pair=0.001, adv=4.170, sprd=0.027]
Ep 046/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.51it/s, loss=0.738, pair=0.006, adv=3.989, sprd=0.021]
Ep 046/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.738, pair=0.006, adv=3.989, sprd=0.021]
Ep 046/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.775, pair=0.003, adv=3.741, sprd=0.029]
Ep 046/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:27,  1.52it/s, loss=0.775, pair=0.003, adv=3.741, sprd=0.029]
Ep 046/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:27,  1.52it/s, loss=0.736, pair=0.004, adv=3.936, sprd=0.021]
Ep 046/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:30,  1.47it/s, loss=0.736, pair=0.004, adv=3.936, sprd=0.021]
Ep 046/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:30,  1.47it/s, loss=0.766, pair=0.001, adv=3.895, sprd=0.026]
Ep 046/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:24,  1.53it/s, loss=0.766, pair=0.001, adv=3.895, sprd=0.026]
Ep 046/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:24,  1.53it/s, loss=0.747, pair=0.001, adv=3.914, sprd=0.022]
Ep 046/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:31,  1.45it/s, loss=0.747, pair=0.001, adv=3.914, sprd=0.022]
Ep 046/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:31,  1.45it/s, loss=0.746, pair=0.002, adv=4.049, sprd=0.021]
Ep 046/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.51it/s, loss=0.746, pair=0.002, adv=4.049, sprd=0.021]
Ep 046/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:25,  1.51it/s, loss=0.753, pair=0.006, adv=3.837, sprd=0.023]
Ep 046/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.46it/s, loss=0.753, pair=0.006, adv=3.837, sprd=0.023]
Ep 046/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.46it/s, loss=0.740, pair=0.005, adv=3.899, sprd=0.021]
Ep 046/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:22,  1.53it/s, loss=0.740, pair=0.005, adv=3.899, sprd=0.021]
Ep 046/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:22,  1.53it/s, loss=0.720, pair=0.000, adv=3.722, sprd=0.016]
Ep 046/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:29,  1.45it/s, loss=0.720, pair=0.000, adv=3.722, sprd=0.016]
Ep 046/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:29,  1.45it/s, loss=0.738, pair=0.001, adv=3.853, sprd=0.019]
Ep 046/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:21,  1.52it/s, loss=0.738, pair=0.001, adv=3.853, sprd=0.019]
Ep 046/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:21,  1.52it/s, loss=0.811, pair=0.001, adv=3.547, sprd=0.021]
Ep 046/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:28,  1.44it/s, loss=0.811, pair=0.001, adv=3.547, sprd=0.021]
Ep 046/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.764, pair=0.000, adv=3.987, sprd=0.026]
Ep 046/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.50it/s, loss=0.764, pair=0.000, adv=3.987, sprd=0.026]
Ep 046/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.50it/s, loss=0.830, pair=0.000, adv=4.305, sprd=0.024]
Ep 046/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:24,  1.46it/s, loss=0.830, pair=0.000, adv=4.305, sprd=0.024]
Ep 046/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:24,  1.46it/s, loss=0.767, pair=0.002, adv=3.893, sprd=0.027]
Ep 046/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:20,  1.50it/s, loss=0.767, pair=0.002, adv=3.893, sprd=0.027]
Ep 046/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.744, pair=0.005, adv=3.954, sprd=0.021]
Ep 046/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:24,  1.45it/s, loss=0.744, pair=0.005, adv=3.954, sprd=0.021]
Ep 046/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:24,  1.45it/s, loss=0.731, pair=0.005, adv=3.391, sprd=0.017]
Ep 046/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.731, pair=0.005, adv=3.391, sprd=0.017]
Ep 046/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.765, pair=0.000, adv=3.952, sprd=0.026]
Ep 046/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:26,  1.42it/s, loss=0.765, pair=0.000, adv=3.952, sprd=0.026]
Ep 046/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:26,  1.42it/s, loss=0.757, pair=0.000, adv=4.091, sprd=0.025]
Ep 046/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:20,  1.48it/s, loss=0.757, pair=0.000, adv=4.091, sprd=0.025]
Ep 046/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.48it/s, loss=0.739, pair=0.001, adv=3.872, sprd=0.019]
Ep 046/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:24,  1.43it/s, loss=0.739, pair=0.001, adv=3.872, sprd=0.019]
Ep 046/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:24,  1.43it/s, loss=0.743, pair=0.000, adv=3.965, sprd=0.021]
Ep 046/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:16,  1.51it/s, loss=0.743, pair=0.000, adv=3.965, sprd=0.021]
Ep 046/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.51it/s, loss=0.757, pair=0.000, adv=3.701, sprd=0.025]
Ep 046/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.42it/s, loss=0.757, pair=0.000, adv=3.701, sprd=0.025]
Ep 046/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.749, pair=0.000, adv=3.659, sprd=0.022]
Ep 046/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.48it/s, loss=0.749, pair=0.000, adv=3.659, sprd=0.022]
Ep 046/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:17,  1.48it/s, loss=0.756, pair=0.004, adv=3.739, sprd=0.024]
Ep 046/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.40it/s, loss=0.756, pair=0.004, adv=3.739, sprd=0.024]
Ep 046/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.40it/s, loss=0.758, pair=0.000, adv=3.548, sprd=0.024]
Ep 046/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:16,  1.48it/s, loss=0.758, pair=0.000, adv=3.548, sprd=0.024]
Ep 046/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:16,  1.48it/s, loss=0.736, pair=0.001, adv=3.553, sprd=0.020]
Ep 046/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.736, pair=0.001, adv=3.553, sprd=0.020]
Ep 046/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.757, pair=0.003, adv=4.252, sprd=0.024]
Ep 046/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:12,  1.50it/s, loss=0.757, pair=0.003, adv=4.252, sprd=0.024]
Ep 046/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.817, pair=0.000, adv=3.940, sprd=0.020]
Ep 046/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:17,  1.44it/s, loss=0.817, pair=0.000, adv=3.940, sprd=0.020]
Ep 046/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.759, pair=0.000, adv=3.668, sprd=0.025]
Ep 046/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:11,  1.50it/s, loss=0.759, pair=0.000, adv=3.668, sprd=0.025]
Ep 046/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.50it/s, loss=0.791, pair=0.006, adv=3.604, sprd=0.031]
Ep 046/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:18,  1.42it/s, loss=0.791, pair=0.006, adv=3.604, sprd=0.031]
Ep 046/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:18,  1.42it/s, loss=0.762, pair=0.000, adv=3.965, sprd=0.026]
Ep 046/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:10,  1.49it/s, loss=0.762, pair=0.000, adv=3.965, sprd=0.026]
Ep 046/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.744, pair=0.001, adv=3.952, sprd=0.021]
Ep 046/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:15,  1.43it/s, loss=0.744, pair=0.001, adv=3.952, sprd=0.021]
Ep 046/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.757, pair=0.001, adv=4.003, sprd=0.024]
Ep 046/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.757, pair=0.001, adv=4.003, sprd=0.024]
Ep 046/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.734, pair=0.000, adv=3.617, sprd=0.017]
Ep 046/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:21,  1.36it/s, loss=0.734, pair=0.000, adv=3.617, sprd=0.017]
Ep 046/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:21,  1.36it/s, loss=0.748, pair=0.004, adv=3.668, sprd=0.023]
Ep 046/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:12,  1.44it/s, loss=0.748, pair=0.004, adv=3.668, sprd=0.023]
Ep 046/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:12,  1.44it/s, loss=0.761, pair=0.001, adv=4.037, sprd=0.025]
Ep 046/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:15,  1.40it/s, loss=0.761, pair=0.001, adv=4.037, sprd=0.025]
Ep 046/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:15,  1.40it/s, loss=0.770, pair=0.007, adv=3.800, sprd=0.028]
Ep 046/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:09,  1.46it/s, loss=0.770, pair=0.007, adv=3.800, sprd=0.028]
Ep 046/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:09,  1.46it/s, loss=0.759, pair=0.004, adv=4.107, sprd=0.024]
Ep 046/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:14,  1.40it/s, loss=0.759, pair=0.004, adv=4.107, sprd=0.024]
Ep 046/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:14,  1.40it/s, loss=0.750, pair=0.001, adv=4.195, sprd=0.023]
Ep 046/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:06,  1.48it/s, loss=0.750, pair=0.001, adv=4.195, sprd=0.023]
Ep 046/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:06,  1.48it/s, loss=0.775, pair=0.003, adv=4.004, sprd=0.027]
Ep 046/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:12,  1.40it/s, loss=0.775, pair=0.003, adv=4.004, sprd=0.027]
Ep 046/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:12,  1.40it/s, loss=0.751, pair=0.005, adv=3.454, sprd=0.022]
Ep 046/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:05,  1.47it/s, loss=0.751, pair=0.005, adv=3.454, sprd=0.022]
Ep 046/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:05,  1.47it/s, loss=0.764, pair=0.002, adv=3.894, sprd=0.026]
Ep 046/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:09,  1.43it/s, loss=0.764, pair=0.002, adv=3.894, sprd=0.026]
Ep 046/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.43it/s, loss=0.733, pair=0.001, adv=3.745, sprd=0.019]
Ep 046/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.51it/s, loss=0.733, pair=0.001, adv=3.745, sprd=0.019]
Ep 046/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.51it/s, loss=0.741, pair=0.002, adv=4.002, sprd=0.020]
Ep 046/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:05,  1.45it/s, loss=0.741, pair=0.002, adv=4.002, sprd=0.020]
Ep 046/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.746, pair=0.000, adv=3.909, sprd=0.021]
Ep 046/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<01:59,  1.51it/s, loss=0.746, pair=0.000, adv=3.909, sprd=0.021]
Ep 046/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<01:59,  1.51it/s, loss=0.767, pair=0.000, adv=4.051, sprd=0.028]
Ep 046/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.44it/s, loss=0.767, pair=0.000, adv=4.051, sprd=0.028]
Ep 046/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.44it/s, loss=0.762, pair=0.000, adv=3.889, sprd=0.026]
Ep 046/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.50it/s, loss=0.762, pair=0.000, adv=3.889, sprd=0.026]
Ep 046/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.812, pair=0.000, adv=3.870, sprd=0.022]
Ep 046/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:05,  1.42it/s, loss=0.812, pair=0.000, adv=3.870, sprd=0.022]
Ep 046/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:05,  1.42it/s, loss=0.748, pair=0.001, adv=4.040, sprd=0.022]
Ep 046/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.748, pair=0.001, adv=4.040, sprd=0.022]
Ep 046/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.760, pair=0.000, adv=4.210, sprd=0.026]
Ep 046/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:01,  1.45it/s, loss=0.760, pair=0.000, adv=4.210, sprd=0.026]
Ep 046/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.45it/s, loss=0.784, pair=0.000, adv=3.774, sprd=0.031]
Ep 046/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:58,  1.48it/s, loss=0.784, pair=0.000, adv=3.774, sprd=0.031]
Ep 046/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.48it/s, loss=0.748, pair=0.001, adv=3.614, sprd=0.022]
Ep 046/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.748, pair=0.001, adv=3.614, sprd=0.022]
Ep 046/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.729, pair=0.000, adv=4.010, sprd=0.018]
Ep 046/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:55,  1.50it/s, loss=0.729, pair=0.000, adv=4.010, sprd=0.018]
Ep 046/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.750, pair=0.000, adv=3.980, sprd=0.023]
Ep 046/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:58,  1.45it/s, loss=0.750, pair=0.000, adv=3.980, sprd=0.023]
Ep 046/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.743, pair=0.001, adv=4.076, sprd=0.023]
Ep 046/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:52,  1.52it/s, loss=0.743, pair=0.001, adv=4.076, sprd=0.023]
Ep 046/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:52,  1.52it/s, loss=0.830, pair=0.001, adv=3.813, sprd=0.026]
Ep 046/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.43it/s, loss=0.830, pair=0.001, adv=3.813, sprd=0.026]
Ep 046/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.43it/s, loss=0.799, pair=0.001, adv=4.051, sprd=0.035]
Ep 046/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:54,  1.47it/s, loss=0.799, pair=0.001, adv=4.051, sprd=0.035]
Ep 046/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.47it/s, loss=0.728, pair=0.001, adv=4.069, sprd=0.018]
Ep 046/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.41it/s, loss=0.728, pair=0.001, adv=4.069, sprd=0.018]
Ep 046/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:59,  1.41it/s, loss=0.752, pair=0.000, adv=3.853, sprd=0.021]
Ep 046/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.48it/s, loss=0.752, pair=0.000, adv=3.853, sprd=0.021]
Ep 046/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.48it/s, loss=0.746, pair=0.000, adv=3.819, sprd=0.024]
Ep 046/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:56,  1.42it/s, loss=0.746, pair=0.000, adv=3.819, sprd=0.024]
Ep 046/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.782, pair=0.001, adv=3.950, sprd=0.030]
Ep 046/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.48it/s, loss=0.782, pair=0.001, adv=3.950, sprd=0.030]
Ep 046/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:51,  1.48it/s, loss=0.747, pair=0.000, adv=3.812, sprd=0.022]
Ep 046/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:58,  1.39it/s, loss=0.747, pair=0.000, adv=3.812, sprd=0.022]
Ep 046/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:58,  1.39it/s, loss=0.751, pair=0.000, adv=3.762, sprd=0.022]
Ep 046/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:49,  1.48it/s, loss=0.751, pair=0.000, adv=3.762, sprd=0.022]
Ep 046/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:49,  1.48it/s, loss=0.829, pair=0.000, adv=3.992, sprd=0.025]
Ep 046/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:54,  1.41it/s, loss=0.829, pair=0.000, adv=3.992, sprd=0.025]
Ep 046/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:54,  1.41it/s, loss=0.756, pair=0.000, adv=3.937, sprd=0.025]
Ep 046/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.49it/s, loss=0.756, pair=0.000, adv=3.937, sprd=0.025]
Ep 046/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.49it/s, loss=0.806, pair=0.002, adv=3.613, sprd=0.019]
Ep 046/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:50,  1.45it/s, loss=0.806, pair=0.002, adv=3.613, sprd=0.019]
Ep 046/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:50,  1.45it/s, loss=0.784, pair=0.003, adv=4.055, sprd=0.030]
Ep 046/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.49it/s, loss=0.784, pair=0.003, adv=4.055, sprd=0.030]
Ep 046/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.49it/s, loss=0.723, pair=0.002, adv=3.569, sprd=0.017]
Ep 046/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.45it/s, loss=0.723, pair=0.002, adv=3.569, sprd=0.017]
Ep 046/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.45it/s, loss=0.757, pair=0.000, adv=4.042, sprd=0.024]
Ep 046/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:44,  1.51it/s, loss=0.757, pair=0.000, adv=4.042, sprd=0.024]
Ep 046/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.51it/s, loss=0.818, pair=0.001, adv=4.235, sprd=0.022]
Ep 046/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:48,  1.44it/s, loss=0.818, pair=0.001, adv=4.235, sprd=0.022]
Ep 046/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.44it/s, loss=0.759, pair=0.002, adv=3.703, sprd=0.025]
Ep 046/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.49it/s, loss=0.759, pair=0.002, adv=3.703, sprd=0.025]
Ep 046/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:44,  1.49it/s, loss=0.832, pair=0.000, adv=3.913, sprd=0.024]
Ep 046/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.832, pair=0.000, adv=3.913, sprd=0.024]
Ep 046/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.763, pair=0.000, adv=4.204, sprd=0.026]
Ep 046/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.49it/s, loss=0.763, pair=0.000, adv=4.204, sprd=0.026]
Ep 046/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.747, pair=0.000, adv=4.160, sprd=0.023]
Ep 046/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.46it/s, loss=0.747, pair=0.000, adv=4.160, sprd=0.023]
Ep 046/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.46it/s, loss=0.746, pair=0.001, adv=4.040, sprd=0.023]
Ep 046/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:40,  1.51it/s, loss=0.746, pair=0.001, adv=4.040, sprd=0.023]
Ep 046/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.51it/s, loss=0.721, pair=0.001, adv=3.211, sprd=0.020]
Ep 046/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.44it/s, loss=0.721, pair=0.001, adv=3.211, sprd=0.020]
Ep 046/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.44it/s, loss=0.777, pair=0.001, adv=3.778, sprd=0.028]
Ep 046/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.49it/s, loss=0.777, pair=0.001, adv=3.778, sprd=0.028]
Ep 046/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.49it/s, loss=0.762, pair=0.000, adv=4.039, sprd=0.027]
Ep 046/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.45it/s, loss=0.762, pair=0.000, adv=4.039, sprd=0.027]
Ep 046/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.45it/s, loss=0.734, pair=0.001, adv=3.879, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:36,  1.52it/s, loss=0.734, pair=0.001, adv=3.879, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:36,  1.52it/s, loss=0.741, pair=0.001, adv=4.007, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:43,  1.41it/s, loss=0.741, pair=0.001, adv=4.007, sprd=0.019]
Ep 046/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:43,  1.41it/s, loss=0.753, pair=0.004, adv=4.244, sprd=0.023]
Ep 046/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.49it/s, loss=0.753, pair=0.004, adv=4.244, sprd=0.023]
Ep 046/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.49it/s, loss=0.738, pair=0.005, adv=3.853, sprd=0.019]
Ep 046/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:39,  1.45it/s, loss=0.738, pair=0.005, adv=3.853, sprd=0.019]
Ep 046/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.45it/s, loss=0.766, pair=0.001, adv=4.272, sprd=0.027]
Ep 046/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.51it/s, loss=0.766, pair=0.001, adv=4.272, sprd=0.027]
Ep 046/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.51it/s, loss=0.751, pair=0.003, adv=4.061, sprd=0.024]
Ep 046/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.45it/s, loss=0.751, pair=0.003, adv=4.061, sprd=0.024]
Ep 046/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.45it/s, loss=0.755, pair=0.004, adv=4.046, sprd=0.023]
Ep 046/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:34,  1.50it/s, loss=0.755, pair=0.004, adv=4.046, sprd=0.023]
Ep 046/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.742, pair=0.005, adv=4.272, sprd=0.020]
Ep 046/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.742, pair=0.005, adv=4.272, sprd=0.020]
Ep 046/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.765, pair=0.004, adv=4.095, sprd=0.027]
Ep 046/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.50it/s, loss=0.765, pair=0.004, adv=4.095, sprd=0.027]
Ep 046/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.50it/s, loss=0.751, pair=0.003, adv=4.047, sprd=0.023]
Ep 046/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:36,  1.43it/s, loss=0.751, pair=0.003, adv=4.047, sprd=0.023]
Ep 046/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.43it/s, loss=0.718, pair=0.003, adv=4.056, sprd=0.016]
Ep 046/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:29,  1.52it/s, loss=0.718, pair=0.003, adv=4.056, sprd=0.016]
Ep 046/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:29,  1.52it/s, loss=0.749, pair=0.004, adv=4.068, sprd=0.023]
Ep 046/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.46it/s, loss=0.749, pair=0.004, adv=4.068, sprd=0.023]
Ep 046/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.46it/s, loss=0.756, pair=0.006, adv=4.254, sprd=0.024]
Ep 046/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:28,  1.52it/s, loss=0.756, pair=0.006, adv=4.254, sprd=0.024]
Ep 046/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.727, pair=0.001, adv=3.991, sprd=0.017]
Ep 046/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:35,  1.40it/s, loss=0.727, pair=0.001, adv=3.991, sprd=0.017]
Ep 046/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:35,  1.40it/s, loss=0.735, pair=0.000, adv=4.330, sprd=0.018]
Ep 046/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.735, pair=0.000, adv=4.330, sprd=0.018]
Ep 046/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.835, pair=0.002, adv=4.341, sprd=0.025]
Ep 046/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.835, pair=0.002, adv=4.341, sprd=0.025]
Ep 046/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.738, pair=0.000, adv=4.135, sprd=0.017]
Ep 046/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:26,  1.51it/s, loss=0.738, pair=0.000, adv=4.135, sprd=0.017]
Ep 046/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:26,  1.51it/s, loss=0.754, pair=0.000, adv=4.312, sprd=0.023]
Ep 046/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:28,  1.46it/s, loss=0.754, pair=0.000, adv=4.312, sprd=0.023]
Ep 046/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:28,  1.46it/s, loss=0.758, pair=0.000, adv=4.385, sprd=0.024]
Ep 046/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:24,  1.52it/s, loss=0.758, pair=0.000, adv=4.385, sprd=0.024]
Ep 046/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:24,  1.52it/s, loss=0.743, pair=0.002, adv=4.204, sprd=0.022]
Ep 046/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:27,  1.47it/s, loss=0.743, pair=0.002, adv=4.204, sprd=0.022]
Ep 046/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:27,  1.47it/s, loss=0.718, pair=0.003, adv=3.340, sprd=0.016]
Ep 046/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:22,  1.54it/s, loss=0.718, pair=0.003, adv=3.340, sprd=0.016]
Ep 046/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:22,  1.54it/s, loss=0.750, pair=0.004, adv=4.261, sprd=0.021]
Ep 046/60 [S3:+sens]:  62%|█▏| 207/333 [02:21<01:26,  1.45it/s, loss=0.750, pair=0.004, adv=4.261, sprd=0.021]
Ep 046/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.45it/s, loss=0.755, pair=0.004, adv=4.010, sprd=0.025]
Ep 046/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.755, pair=0.004, adv=4.010, sprd=0.025]
Ep 046/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.50it/s, loss=0.747, pair=0.001, adv=4.129, sprd=0.020]
Ep 046/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:25,  1.45it/s, loss=0.747, pair=0.001, adv=4.129, sprd=0.020]
Ep 046/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:25,  1.45it/s, loss=0.758, pair=0.000, adv=4.113, sprd=0.025]
Ep 046/60 [S3:+sens]:  63%|█▎| 210/333 [02:23<01:22,  1.50it/s, loss=0.758, pair=0.000, adv=4.113, sprd=0.025]
Ep 046/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.50it/s, loss=0.770, pair=0.003, adv=4.548, sprd=0.028]
Ep 046/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:27,  1.39it/s, loss=0.770, pair=0.003, adv=4.548, sprd=0.028]
Ep 046/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:27,  1.39it/s, loss=0.748, pair=0.000, adv=4.614, sprd=0.023]
Ep 046/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:22,  1.46it/s, loss=0.748, pair=0.000, adv=4.614, sprd=0.023]
Ep 046/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:22,  1.46it/s, loss=0.767, pair=0.000, adv=4.525, sprd=0.027]
Ep 046/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:25,  1.40it/s, loss=0.767, pair=0.000, adv=4.525, sprd=0.027]
Ep 046/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:25,  1.40it/s, loss=0.742, pair=0.000, adv=4.438, sprd=0.019]
Ep 046/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:19,  1.49it/s, loss=0.742, pair=0.000, adv=4.438, sprd=0.019]
Ep 046/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.49it/s, loss=0.831, pair=0.000, adv=4.800, sprd=0.026]
Ep 046/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:21,  1.45it/s, loss=0.831, pair=0.000, adv=4.800, sprd=0.026]
Ep 046/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.45it/s, loss=0.756, pair=0.000, adv=4.664, sprd=0.025]
Ep 046/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.50it/s, loss=0.756, pair=0.000, adv=4.664, sprd=0.025]
Ep 046/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.50it/s, loss=0.762, pair=0.001, adv=4.759, sprd=0.025]
Ep 046/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:19,  1.46it/s, loss=0.762, pair=0.001, adv=4.759, sprd=0.025]
Ep 046/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:19,  1.46it/s, loss=0.747, pair=0.000, adv=4.820, sprd=0.023]
Ep 046/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:14,  1.54it/s, loss=0.747, pair=0.000, adv=4.820, sprd=0.023]
Ep 046/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:14,  1.54it/s, loss=0.826, pair=0.003, adv=4.231, sprd=0.023]
Ep 046/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.46it/s, loss=0.826, pair=0.003, adv=4.231, sprd=0.023]
Ep 046/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.46it/s, loss=0.758, pair=0.003, adv=5.205, sprd=0.025]
Ep 046/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:14,  1.51it/s, loss=0.758, pair=0.003, adv=5.205, sprd=0.025]
Ep 046/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.767, pair=0.002, adv=4.980, sprd=0.027]
Ep 046/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.45it/s, loss=0.767, pair=0.002, adv=4.980, sprd=0.027]
Ep 046/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.737, pair=0.009, adv=4.660, sprd=0.018]
Ep 046/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.737, pair=0.009, adv=4.660, sprd=0.018]
Ep 046/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.744, pair=0.002, adv=4.672, sprd=0.020]
Ep 046/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:17,  1.41it/s, loss=0.744, pair=0.002, adv=4.672, sprd=0.020]
Ep 046/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.41it/s, loss=0.754, pair=0.001, adv=4.660, sprd=0.024]
Ep 046/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:13,  1.47it/s, loss=0.754, pair=0.001, adv=4.660, sprd=0.024]
Ep 046/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.47it/s, loss=0.751, pair=0.000, adv=4.687, sprd=0.024]
Ep 046/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:16,  1.42it/s, loss=0.751, pair=0.000, adv=4.687, sprd=0.024]
Ep 046/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:16,  1.42it/s, loss=0.746, pair=0.000, adv=4.723, sprd=0.022]
Ep 046/60 [S3:+sens]:  68%|█▎| 226/333 [02:34<01:12,  1.48it/s, loss=0.746, pair=0.000, adv=4.723, sprd=0.022]
Ep 046/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.759, pair=0.000, adv=5.032, sprd=0.025]
Ep 046/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:15,  1.41it/s, loss=0.759, pair=0.000, adv=5.032, sprd=0.025]
Ep 046/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.733, pair=0.000, adv=3.805, sprd=0.018]
Ep 046/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.51it/s, loss=0.733, pair=0.000, adv=3.805, sprd=0.018]
Ep 046/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.51it/s, loss=0.761, pair=0.000, adv=4.738, sprd=0.024]
Ep 046/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:15,  1.37it/s, loss=0.761, pair=0.000, adv=4.738, sprd=0.024]
Ep 046/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:15,  1.37it/s, loss=0.753, pair=0.003, adv=4.513, sprd=0.023]
Ep 046/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:11,  1.44it/s, loss=0.753, pair=0.003, adv=4.513, sprd=0.023]
Ep 046/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:11,  1.44it/s, loss=0.744, pair=0.000, adv=4.647, sprd=0.021]
Ep 046/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:15,  1.34it/s, loss=0.744, pair=0.000, adv=4.647, sprd=0.021]
Ep 046/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:15,  1.34it/s, loss=0.748, pair=0.002, adv=4.995, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:10,  1.44it/s, loss=0.748, pair=0.002, adv=4.995, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:10,  1.44it/s, loss=0.765, pair=0.003, adv=4.976, sprd=0.027]
Ep 046/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:11,  1.39it/s, loss=0.765, pair=0.003, adv=4.976, sprd=0.027]
Ep 046/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.39it/s, loss=0.742, pair=0.000, adv=4.776, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:07,  1.47it/s, loss=0.742, pair=0.000, adv=4.776, sprd=0.021]
Ep 046/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:07,  1.47it/s, loss=0.736, pair=0.000, adv=4.502, sprd=0.019]
Ep 046/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:10,  1.38it/s, loss=0.736, pair=0.000, adv=4.502, sprd=0.019]
Ep 046/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:10,  1.38it/s, loss=0.763, pair=0.000, adv=4.493, sprd=0.024]
Ep 046/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:06,  1.45it/s, loss=0.763, pair=0.000, adv=4.493, sprd=0.024]
Ep 046/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:06,  1.45it/s, loss=0.750, pair=0.000, adv=4.908, sprd=0.022]
Ep 046/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:10,  1.36it/s, loss=0.750, pair=0.000, adv=4.908, sprd=0.022]
Ep 046/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:10,  1.36it/s, loss=0.762, pair=0.000, adv=4.560, sprd=0.027]
Ep 046/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:06,  1.44it/s, loss=0.762, pair=0.000, adv=4.560, sprd=0.027]
Ep 046/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:06,  1.44it/s, loss=0.825, pair=0.000, adv=4.961, sprd=0.024]
Ep 046/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.40it/s, loss=0.825, pair=0.000, adv=4.961, sprd=0.024]
Ep 046/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.40it/s, loss=0.750, pair=0.002, adv=4.853, sprd=0.023]
Ep 046/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:02,  1.49it/s, loss=0.750, pair=0.002, adv=4.853, sprd=0.023]
Ep 046/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.749, pair=0.000, adv=4.812, sprd=0.022]
Ep 046/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.749, pair=0.000, adv=4.812, sprd=0.022]
Ep 046/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.757, pair=0.001, adv=4.638, sprd=0.025]
Ep 046/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.757, pair=0.001, adv=4.638, sprd=0.025]
Ep 046/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.746, pair=0.000, adv=4.818, sprd=0.022]
Ep 046/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:02,  1.43it/s, loss=0.746, pair=0.000, adv=4.818, sprd=0.022]
Ep 046/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.748, pair=0.002, adv=4.361, sprd=0.022]
Ep 046/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.50it/s, loss=0.748, pair=0.002, adv=4.361, sprd=0.022]
Ep 046/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.842, pair=0.000, adv=4.649, sprd=0.028]
Ep 046/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.43it/s, loss=0.842, pair=0.000, adv=4.649, sprd=0.028]
Ep 046/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.43it/s, loss=0.786, pair=0.001, adv=4.645, sprd=0.032]
Ep 046/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:59,  1.47it/s, loss=0.786, pair=0.001, adv=4.645, sprd=0.032]
Ep 046/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:59,  1.47it/s, loss=0.802, pair=0.000, adv=4.437, sprd=0.019]
Ep 046/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.802, pair=0.000, adv=4.437, sprd=0.019]
Ep 046/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.748, pair=0.003, adv=3.958, sprd=0.021]
Ep 046/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.748, pair=0.003, adv=3.958, sprd=0.021]
Ep 046/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.50it/s, loss=0.768, pair=0.000, adv=4.707, sprd=0.026]
Ep 046/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.41it/s, loss=0.768, pair=0.000, adv=4.707, sprd=0.026]
Ep 046/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.41it/s, loss=0.751, pair=0.001, adv=4.667, sprd=0.022]
Ep 046/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.50it/s, loss=0.751, pair=0.001, adv=4.667, sprd=0.022]
Ep 046/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.832, pair=0.000, adv=4.860, sprd=0.024]
Ep 046/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.832, pair=0.000, adv=4.860, sprd=0.024]
Ep 046/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.765, pair=0.001, adv=4.564, sprd=0.027]
Ep 046/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:54,  1.50it/s, loss=0.765, pair=0.001, adv=4.564, sprd=0.027]
Ep 046/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.50it/s, loss=0.747, pair=0.000, adv=4.540, sprd=0.023]
Ep 046/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.44it/s, loss=0.747, pair=0.000, adv=4.540, sprd=0.023]
Ep 046/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.44it/s, loss=0.760, pair=0.000, adv=5.111, sprd=0.024]
Ep 046/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.49it/s, loss=0.760, pair=0.000, adv=5.111, sprd=0.024]
Ep 046/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.49it/s, loss=0.735, pair=0.003, adv=4.565, sprd=0.018]
Ep 046/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.45it/s, loss=0.735, pair=0.003, adv=4.565, sprd=0.018]
Ep 046/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.45it/s, loss=0.743, pair=0.000, adv=5.001, sprd=0.022]
Ep 046/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:50,  1.52it/s, loss=0.743, pair=0.000, adv=5.001, sprd=0.022]
Ep 046/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:50,  1.52it/s, loss=0.847, pair=0.000, adv=4.900, sprd=0.029]
Ep 046/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.45it/s, loss=0.847, pair=0.000, adv=4.900, sprd=0.029]
Ep 046/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:52,  1.45it/s, loss=0.729, pair=0.000, adv=4.589, sprd=0.018]
Ep 046/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.52it/s, loss=0.729, pair=0.000, adv=4.589, sprd=0.018]
Ep 046/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.52it/s, loss=0.850, pair=0.003, adv=4.801, sprd=0.030]
Ep 046/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.44it/s, loss=0.850, pair=0.003, adv=4.801, sprd=0.030]
Ep 046/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.753, pair=0.000, adv=4.282, sprd=0.024]
Ep 046/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.50it/s, loss=0.753, pair=0.000, adv=4.282, sprd=0.024]
Ep 046/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.50it/s, loss=0.764, pair=0.005, adv=5.303, sprd=0.026]
Ep 046/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.43it/s, loss=0.764, pair=0.005, adv=5.303, sprd=0.026]
Ep 046/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.43it/s, loss=0.779, pair=0.000, adv=4.841, sprd=0.031]
Ep 046/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:47,  1.48it/s, loss=0.779, pair=0.000, adv=4.841, sprd=0.031]
Ep 046/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.48it/s, loss=0.750, pair=0.000, adv=4.868, sprd=0.023]
Ep 046/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:48,  1.43it/s, loss=0.750, pair=0.000, adv=4.868, sprd=0.023]
Ep 046/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.43it/s, loss=0.746, pair=0.002, adv=4.682, sprd=0.023]
Ep 046/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.50it/s, loss=0.746, pair=0.002, adv=4.682, sprd=0.023]
Ep 046/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.50it/s, loss=0.736, pair=0.003, adv=4.351, sprd=0.018]
Ep 046/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:49,  1.38it/s, loss=0.736, pair=0.003, adv=4.351, sprd=0.018]
Ep 046/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:49,  1.38it/s, loss=0.721, pair=0.002, adv=4.265, sprd=0.015]
Ep 046/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.48it/s, loss=0.721, pair=0.002, adv=4.265, sprd=0.015]
Ep 046/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.768, pair=0.000, adv=4.634, sprd=0.028]
Ep 046/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:48,  1.37it/s, loss=0.768, pair=0.000, adv=4.634, sprd=0.028]
Ep 046/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:48,  1.37it/s, loss=0.747, pair=0.000, adv=4.791, sprd=0.023]
Ep 046/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:44,  1.47it/s, loss=0.747, pair=0.000, adv=4.791, sprd=0.023]
Ep 046/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.47it/s, loss=0.812, pair=0.004, adv=4.220, sprd=0.037]
Ep 046/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:46,  1.38it/s, loss=0.812, pair=0.004, adv=4.220, sprd=0.037]
Ep 046/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.38it/s, loss=0.771, pair=0.000, adv=4.613, sprd=0.026]
Ep 046/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:43,  1.44it/s, loss=0.771, pair=0.000, adv=4.613, sprd=0.026]
Ep 046/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:43,  1.44it/s, loss=0.748, pair=0.000, adv=4.676, sprd=0.023]
Ep 046/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:44,  1.40it/s, loss=0.748, pair=0.000, adv=4.676, sprd=0.023]
Ep 046/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:44,  1.40it/s, loss=0.738, pair=0.000, adv=4.617, sprd=0.017]
Ep 046/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:41,  1.48it/s, loss=0.738, pair=0.000, adv=4.617, sprd=0.017]
Ep 046/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.733, pair=0.000, adv=4.918, sprd=0.018]
Ep 046/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.733, pair=0.000, adv=4.918, sprd=0.018]
Ep 046/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.44it/s, loss=0.758, pair=0.002, adv=4.835, sprd=0.024]
Ep 046/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.758, pair=0.002, adv=4.835, sprd=0.024]
Ep 046/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.735, pair=0.000, adv=4.196, sprd=0.019]
Ep 046/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:39,  1.45it/s, loss=0.735, pair=0.000, adv=4.196, sprd=0.019]
Ep 046/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.45it/s, loss=0.738, pair=0.000, adv=4.266, sprd=0.019]
Ep 046/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:37,  1.52it/s, loss=0.738, pair=0.000, adv=4.266, sprd=0.019]
Ep 046/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:37,  1.52it/s, loss=0.755, pair=0.000, adv=4.659, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.755, pair=0.000, adv=4.659, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.755, pair=0.000, adv=4.506, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:36,  1.50it/s, loss=0.755, pair=0.000, adv=4.506, sprd=0.024]
Ep 046/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.50it/s, loss=0.748, pair=0.000, adv=4.692, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:38,  1.41it/s, loss=0.748, pair=0.000, adv=4.692, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:38,  1.41it/s, loss=0.736, pair=0.000, adv=4.639, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.736, pair=0.000, adv=4.639, sprd=0.021]
Ep 046/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.48it/s, loss=0.786, pair=0.000, adv=4.699, sprd=0.031]
Ep 046/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:38,  1.37it/s, loss=0.786, pair=0.000, adv=4.699, sprd=0.031]
Ep 046/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:38,  1.37it/s, loss=0.779, pair=0.000, adv=4.644, sprd=0.030]
Ep 046/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:35,  1.44it/s, loss=0.779, pair=0.000, adv=4.644, sprd=0.030]
Ep 046/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:35,  1.44it/s, loss=0.743, pair=0.007, adv=4.184, sprd=0.021]
Ep 046/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.43it/s, loss=0.743, pair=0.007, adv=4.184, sprd=0.021]
Ep 046/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.43it/s, loss=0.766, pair=0.000, adv=4.290, sprd=0.027]
Ep 046/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.766, pair=0.000, adv=4.290, sprd=0.027]
Ep 046/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.759, pair=0.003, adv=4.743, sprd=0.026]
Ep 046/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.44it/s, loss=0.759, pair=0.003, adv=4.743, sprd=0.026]
Ep 046/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.44it/s, loss=0.764, pair=0.000, adv=4.833, sprd=0.027]
Ep 046/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.764, pair=0.000, adv=4.833, sprd=0.027]
Ep 046/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.744, pair=0.000, adv=4.421, sprd=0.022]
Ep 046/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.45it/s, loss=0.744, pair=0.000, adv=4.421, sprd=0.022]
Ep 046/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.45it/s, loss=0.758, pair=0.000, adv=4.847, sprd=0.025]
Ep 046/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.50it/s, loss=0.758, pair=0.000, adv=4.847, sprd=0.025]
Ep 046/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.50it/s, loss=0.732, pair=0.000, adv=4.189, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:31,  1.41it/s, loss=0.732, pair=0.000, adv=4.189, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.41it/s, loss=0.733, pair=0.000, adv=4.551, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.733, pair=0.000, adv=4.551, sprd=0.019]
Ep 046/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.769, pair=0.000, adv=4.848, sprd=0.025]
Ep 046/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.37it/s, loss=0.769, pair=0.000, adv=4.848, sprd=0.025]
Ep 046/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.37it/s, loss=0.740, pair=0.002, adv=4.793, sprd=0.020]
Ep 046/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:28,  1.46it/s, loss=0.740, pair=0.002, adv=4.793, sprd=0.020]
Ep 046/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:28,  1.46it/s, loss=0.749, pair=0.000, adv=4.549, sprd=0.023]
Ep 046/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:29,  1.36it/s, loss=0.749, pair=0.000, adv=4.549, sprd=0.023]
Ep 046/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:29,  1.36it/s, loss=0.802, pair=0.001, adv=4.800, sprd=0.036]
Ep 046/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:27,  1.42it/s, loss=0.802, pair=0.001, adv=4.800, sprd=0.036]
Ep 046/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:27,  1.42it/s, loss=0.821, pair=0.002, adv=4.444, sprd=0.023]
Ep 046/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:27,  1.38it/s, loss=0.821, pair=0.002, adv=4.444, sprd=0.023]
Ep 046/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.38it/s, loss=0.737, pair=0.000, adv=4.273, sprd=0.019]
Ep 046/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.46it/s, loss=0.737, pair=0.000, adv=4.273, sprd=0.019]
Ep 046/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.46it/s, loss=0.768, pair=0.002, adv=5.069, sprd=0.026]
Ep 046/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.41it/s, loss=0.768, pair=0.002, adv=5.069, sprd=0.026]
Ep 046/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.41it/s, loss=0.730, pair=0.000, adv=4.324, sprd=0.017]
Ep 046/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.50it/s, loss=0.730, pair=0.000, adv=4.324, sprd=0.017]
Ep 046/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.50it/s, loss=0.758, pair=0.000, adv=4.724, sprd=0.026]
Ep 046/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.44it/s, loss=0.758, pair=0.000, adv=4.724, sprd=0.026]
Ep 046/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.742, pair=0.001, adv=4.880, sprd=0.022]
Ep 046/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.51it/s, loss=0.742, pair=0.001, adv=4.880, sprd=0.022]
Ep 046/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.51it/s, loss=0.741, pair=0.001, adv=4.568, sprd=0.021]
Ep 046/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.44it/s, loss=0.741, pair=0.001, adv=4.568, sprd=0.021]
Ep 046/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.777, pair=0.000, adv=4.625, sprd=0.028]
Ep 046/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.49it/s, loss=0.777, pair=0.000, adv=4.625, sprd=0.028]
Ep 046/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.49it/s, loss=0.781, pair=0.000, adv=4.861, sprd=0.029]
Ep 046/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.38it/s, loss=0.781, pair=0.000, adv=4.861, sprd=0.029]
Ep 046/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.38it/s, loss=0.775, pair=0.000, adv=4.417, sprd=0.028]
Ep 046/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:20,  1.45it/s, loss=0.775, pair=0.000, adv=4.417, sprd=0.028]
Ep 046/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:20,  1.45it/s, loss=0.727, pair=0.000, adv=4.142, sprd=0.019]
Ep 046/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.42it/s, loss=0.727, pair=0.000, adv=4.142, sprd=0.019]
Ep 046/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.42it/s, loss=0.743, pair=0.001, adv=4.360, sprd=0.021]
Ep 046/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.743, pair=0.001, adv=4.360, sprd=0.021]
Ep 046/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.744, pair=0.001, adv=4.452, sprd=0.022]
Ep 046/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.42it/s, loss=0.744, pair=0.001, adv=4.452, sprd=0.022]
Ep 046/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.42it/s, loss=0.765, pair=0.002, adv=4.673, sprd=0.026]
Ep 046/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.47it/s, loss=0.765, pair=0.002, adv=4.673, sprd=0.026]
Ep 046/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.47it/s, loss=0.746, pair=0.003, adv=4.623, sprd=0.022]
Ep 046/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.746, pair=0.003, adv=4.623, sprd=0.022]
Ep 046/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.725, pair=0.000, adv=4.105, sprd=0.016]
Ep 046/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.51it/s, loss=0.725, pair=0.000, adv=4.105, sprd=0.016]
Ep 046/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.51it/s, loss=0.751, pair=0.005, adv=4.602, sprd=0.021]
Ep 046/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.43it/s, loss=0.751, pair=0.005, adv=4.602, sprd=0.021]
Ep 046/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.43it/s, loss=0.758, pair=0.012, adv=4.498, sprd=0.024]
Ep 046/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.49it/s, loss=0.758, pair=0.012, adv=4.498, sprd=0.024]
Ep 046/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.49it/s, loss=0.741, pair=0.005, adv=4.413, sprd=0.020]
Ep 046/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.741, pair=0.005, adv=4.413, sprd=0.020]
Ep 046/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.757, pair=0.005, adv=4.514, sprd=0.025]
Ep 046/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.48it/s, loss=0.757, pair=0.005, adv=4.514, sprd=0.025]
Ep 046/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.743, pair=0.013, adv=4.736, sprd=0.020]
Ep 046/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.46it/s, loss=0.743, pair=0.013, adv=4.736, sprd=0.020]
Ep 046/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.46it/s, loss=0.749, pair=0.012, adv=4.028, sprd=0.021]
Ep 046/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.53it/s, loss=0.749, pair=0.012, adv=4.028, sprd=0.021]
Ep 046/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.53it/s, loss=0.746, pair=0.006, adv=4.713, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.45it/s, loss=0.746, pair=0.006, adv=4.713, sprd=0.022]
Ep 046/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.45it/s, loss=0.749, pair=0.001, adv=4.621, sprd=0.024]
Ep 046/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.50it/s, loss=0.749, pair=0.001, adv=4.621, sprd=0.024]
Ep 046/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.50it/s, loss=0.764, pair=0.004, adv=5.125, sprd=0.027]
Ep 046/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.764, pair=0.004, adv=5.125, sprd=0.027]
Ep 046/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.760, pair=0.001, adv=4.590, sprd=0.024]
Ep 046/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.50it/s, loss=0.760, pair=0.001, adv=4.590, sprd=0.024]
Ep 046/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.750, pair=0.006, adv=4.360, sprd=0.023]
Ep 046/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.41it/s, loss=0.750, pair=0.006, adv=4.360, sprd=0.023]
Ep 046/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.41it/s, loss=0.745, pair=0.001, adv=4.640, sprd=0.021]
Ep 046/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.745, pair=0.001, adv=4.640, sprd=0.021]
Ep 046/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.739, pair=0.002, adv=4.290, sprd=0.019]
Ep 046/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.46it/s, loss=0.739, pair=0.002, adv=4.290, sprd=0.019]
Ep 046/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.46it/s, loss=0.745, pair=0.002, adv=4.101, sprd=0.021]
Ep 046/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.52it/s, loss=0.745, pair=0.002, adv=4.101, sprd=0.021]
Ep 046/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.743, pair=0.001, adv=4.545, sprd=0.020]
Ep 046/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.45it/s, loss=0.743, pair=0.001, adv=4.545, sprd=0.020]
Ep 046/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.45it/s, loss=0.752, pair=0.001, adv=4.734, sprd=0.024]
Ep 046/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.50it/s, loss=0.752, pair=0.001, adv=4.734, sprd=0.024]
Ep 046/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.772, pair=0.003, adv=4.481, sprd=0.027]
Ep 046/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.39it/s, loss=0.772, pair=0.003, adv=4.481, sprd=0.027]
Ep 046/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.39it/s, loss=0.742, pair=0.001, adv=4.754, sprd=0.022]
Ep 046/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.48it/s, loss=0.742, pair=0.001, adv=4.754, sprd=0.022]
Ep 046/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.48it/s, loss=0.738, pair=0.002, adv=4.485, sprd=0.020]
Ep 046/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.38it/s, loss=0.738, pair=0.002, adv=4.485, sprd=0.020]
Ep 046/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.38it/s, loss=0.768, pair=0.004, adv=4.869, sprd=0.026]
Ep 046/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.46it/s, loss=0.768, pair=0.004, adv=4.869, sprd=0.026]
Ep 046/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.46it/s, loss=0.828, pair=0.002, adv=4.433, sprd=0.023]
Ep 046/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.828, pair=0.002, adv=4.433, sprd=0.023]
Ep 046/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.42it/s, loss=0.751, pair=0.003, adv=4.230, sprd=0.021]
Ep 046/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.751, pair=0.003, adv=4.230, sprd=0.021]
Ep 046/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.752, pair=0.002, adv=4.537, sprd=0.023]
Ep 046/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.41it/s, loss=0.752, pair=0.002, adv=4.537, sprd=0.023]
                                                                                                              
Epoch 046/60 [S3:+sens]  loss=0.7578  mat=0.3367  sens=1.0113  pair=0.0012  adv=4.1666(rand=3.37)  deg=0.0112  orth=0.0006  spread=0.0232  q_mean=50.9  q_std=16.4  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.89e-05  229s

Ep 047/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 047/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.768, pair=0.002, adv=4.736, sprd=0.027]
Ep 047/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:41,  1.21s/it, loss=0.768, pair=0.002, adv=4.736, sprd=0.027]
Ep 047/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:41,  1.21s/it, loss=0.739, pair=0.001, adv=4.409, sprd=0.020]
Ep 047/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:38,  1.19it/s, loss=0.739, pair=0.001, adv=4.409, sprd=0.020]
Ep 047/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:38,  1.19it/s, loss=0.740, pair=0.002, adv=4.584, sprd=0.021]
Ep 047/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:24,  1.25it/s, loss=0.740, pair=0.002, adv=4.584, sprd=0.021]
Ep 047/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:24,  1.25it/s, loss=0.754, pair=0.000, adv=4.583, sprd=0.023]
Ep 047/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:56,  1.39it/s, loss=0.754, pair=0.000, adv=4.583, sprd=0.023]
Ep 047/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:56,  1.39it/s, loss=0.732, pair=0.001, adv=4.356, sprd=0.018]
Ep 047/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:00,  1.37it/s, loss=0.732, pair=0.001, adv=4.356, sprd=0.018]
Ep 047/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:00,  1.37it/s, loss=0.743, pair=0.002, adv=4.105, sprd=0.022]
Ep 047/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:42,  1.47it/s, loss=0.743, pair=0.002, adv=4.105, sprd=0.022]
Ep 047/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:42,  1.47it/s, loss=0.733, pair=0.002, adv=4.413, sprd=0.019]
Ep 047/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.41it/s, loss=0.733, pair=0.002, adv=4.413, sprd=0.019]
Ep 047/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.41it/s, loss=0.757, pair=0.004, adv=4.339, sprd=0.024]
Ep 047/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:37,  1.49it/s, loss=0.757, pair=0.004, adv=4.339, sprd=0.024]
Ep 047/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:37,  1.49it/s, loss=0.739, pair=0.001, adv=4.363, sprd=0.020]
Ep 047/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:47,  1.42it/s, loss=0.739, pair=0.001, adv=4.363, sprd=0.020]
Ep 047/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:47,  1.42it/s, loss=0.752, pair=0.001, adv=4.168, sprd=0.021]
Ep 047/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.752, pair=0.001, adv=4.168, sprd=0.021]
Ep 047/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.754, pair=0.002, adv=4.369, sprd=0.023]
Ep 047/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:45,  1.43it/s, loss=0.754, pair=0.002, adv=4.369, sprd=0.023]
Ep 047/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:45,  1.43it/s, loss=0.731, pair=0.001, adv=4.167, sprd=0.017]
Ep 047/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:32,  1.51it/s, loss=0.731, pair=0.001, adv=4.167, sprd=0.017]
Ep 047/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:32,  1.51it/s, loss=0.733, pair=0.000, adv=4.534, sprd=0.020]
Ep 047/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:38,  1.47it/s, loss=0.733, pair=0.000, adv=4.534, sprd=0.020]
Ep 047/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:38,  1.47it/s, loss=0.746, pair=0.001, adv=4.515, sprd=0.021]
Ep 047/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:28,  1.53it/s, loss=0.746, pair=0.001, adv=4.515, sprd=0.021]
Ep 047/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:28,  1.53it/s, loss=0.759, pair=0.007, adv=4.589, sprd=0.025]
Ep 047/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:35,  1.48it/s, loss=0.759, pair=0.007, adv=4.589, sprd=0.025]
Ep 047/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:35,  1.48it/s, loss=0.778, pair=0.005, adv=4.702, sprd=0.030]
Ep 047/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.52it/s, loss=0.778, pair=0.005, adv=4.702, sprd=0.030]
Ep 047/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.52it/s, loss=0.749, pair=0.001, adv=4.556, sprd=0.022]
Ep 047/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:36,  1.46it/s, loss=0.749, pair=0.001, adv=4.556, sprd=0.022]
Ep 047/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:36,  1.46it/s, loss=0.760, pair=0.001, adv=4.795, sprd=0.023]
Ep 047/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:27,  1.52it/s, loss=0.760, pair=0.001, adv=4.795, sprd=0.023]
Ep 047/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:27,  1.52it/s, loss=0.760, pair=0.001, adv=4.297, sprd=0.026]
Ep 047/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:37,  1.44it/s, loss=0.760, pair=0.001, adv=4.297, sprd=0.026]
Ep 047/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:37,  1.44it/s, loss=0.761, pair=0.000, adv=4.514, sprd=0.025]
Ep 047/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:29,  1.50it/s, loss=0.761, pair=0.000, adv=4.514, sprd=0.025]
Ep 047/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:29,  1.50it/s, loss=0.814, pair=0.000, adv=4.163, sprd=0.020]
Ep 047/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:39,  1.42it/s, loss=0.814, pair=0.000, adv=4.163, sprd=0.020]
Ep 047/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.753, pair=0.002, adv=4.608, sprd=0.024]
Ep 047/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:29,  1.48it/s, loss=0.753, pair=0.002, adv=4.608, sprd=0.024]
Ep 047/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:29,  1.48it/s, loss=0.751, pair=0.000, adv=4.293, sprd=0.022]
Ep 047/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:37,  1.43it/s, loss=0.751, pair=0.000, adv=4.293, sprd=0.022]
Ep 047/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:37,  1.43it/s, loss=0.736, pair=0.003, adv=4.520, sprd=0.019]
Ep 047/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:25,  1.51it/s, loss=0.736, pair=0.003, adv=4.520, sprd=0.019]
Ep 047/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.51it/s, loss=0.744, pair=0.001, adv=4.177, sprd=0.020]
Ep 047/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:42,  1.38it/s, loss=0.744, pair=0.001, adv=4.177, sprd=0.020]
Ep 047/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:42,  1.38it/s, loss=0.735, pair=0.000, adv=4.344, sprd=0.018]
Ep 047/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:28,  1.47it/s, loss=0.735, pair=0.000, adv=4.344, sprd=0.018]
Ep 047/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:28,  1.47it/s, loss=0.743, pair=0.002, adv=4.184, sprd=0.021]
Ep 047/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:31,  1.45it/s, loss=0.743, pair=0.002, adv=4.184, sprd=0.021]
Ep 047/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:31,  1.45it/s, loss=0.752, pair=0.001, adv=4.574, sprd=0.024]
Ep 047/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:22,  1.50it/s, loss=0.752, pair=0.001, adv=4.574, sprd=0.024]
Ep 047/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:22,  1.50it/s, loss=0.762, pair=0.001, adv=4.787, sprd=0.026]
Ep 047/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.44it/s, loss=0.762, pair=0.001, adv=4.787, sprd=0.026]
Ep 047/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:30,  1.44it/s, loss=0.760, pair=0.002, adv=3.847, sprd=0.022]
Ep 047/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:22,  1.50it/s, loss=0.760, pair=0.002, adv=3.847, sprd=0.022]
Ep 047/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:22,  1.50it/s, loss=0.820, pair=0.000, adv=4.812, sprd=0.023]
Ep 047/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:28,  1.45it/s, loss=0.820, pair=0.000, adv=4.812, sprd=0.023]
Ep 047/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:28,  1.45it/s, loss=0.773, pair=0.006, adv=4.580, sprd=0.027]
Ep 047/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.773, pair=0.006, adv=4.580, sprd=0.027]
Ep 047/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.745, pair=0.003, adv=4.411, sprd=0.021]
Ep 047/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:29,  1.43it/s, loss=0.745, pair=0.003, adv=4.411, sprd=0.021]
Ep 047/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.740, pair=0.001, adv=4.293, sprd=0.019]
Ep 047/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.52it/s, loss=0.740, pair=0.001, adv=4.293, sprd=0.019]
Ep 047/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.52it/s, loss=0.764, pair=0.001, adv=4.140, sprd=0.024]
Ep 047/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.764, pair=0.001, adv=4.140, sprd=0.024]
Ep 047/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.759, pair=0.000, adv=4.394, sprd=0.023]
Ep 047/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:20,  1.48it/s, loss=0.759, pair=0.000, adv=4.394, sprd=0.023]
Ep 047/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:20,  1.48it/s, loss=0.759, pair=0.000, adv=4.364, sprd=0.024]
Ep 047/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:34,  1.38it/s, loss=0.759, pair=0.000, adv=4.364, sprd=0.024]
Ep 047/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:34,  1.38it/s, loss=0.746, pair=0.000, adv=3.787, sprd=0.021]
Ep 047/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:19,  1.48it/s, loss=0.746, pair=0.000, adv=3.787, sprd=0.021]
Ep 047/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:19,  1.48it/s, loss=0.742, pair=0.001, adv=4.644, sprd=0.021]
Ep 047/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:30,  1.39it/s, loss=0.742, pair=0.001, adv=4.644, sprd=0.021]
Ep 047/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:30,  1.39it/s, loss=0.718, pair=0.001, adv=4.117, sprd=0.016]
Ep 047/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.718, pair=0.001, adv=4.117, sprd=0.016]
Ep 047/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.758, pair=0.001, adv=4.595, sprd=0.025]
Ep 047/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:31,  1.38it/s, loss=0.758, pair=0.001, adv=4.595, sprd=0.025]
Ep 047/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:31,  1.38it/s, loss=0.738, pair=0.001, adv=3.926, sprd=0.020]
Ep 047/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.738, pair=0.001, adv=3.926, sprd=0.020]
Ep 047/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.758, pair=0.003, adv=4.507, sprd=0.024]
Ep 047/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:25,  1.41it/s, loss=0.758, pair=0.003, adv=4.507, sprd=0.024]
Ep 047/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.739, pair=0.001, adv=4.436, sprd=0.021]
Ep 047/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:15,  1.48it/s, loss=0.739, pair=0.001, adv=4.436, sprd=0.021]
Ep 047/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:15,  1.48it/s, loss=0.763, pair=0.001, adv=4.356, sprd=0.026]
Ep 047/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.763, pair=0.001, adv=4.356, sprd=0.026]
Ep 047/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.749, pair=0.000, adv=4.310, sprd=0.022]
Ep 047/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:13,  1.48it/s, loss=0.749, pair=0.000, adv=4.310, sprd=0.022]
Ep 047/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:13,  1.48it/s, loss=0.732, pair=0.000, adv=4.089, sprd=0.019]
Ep 047/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.732, pair=0.000, adv=4.089, sprd=0.019]
Ep 047/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.728, pair=0.000, adv=4.306, sprd=0.018]
Ep 047/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:06,  1.53it/s, loss=0.728, pair=0.000, adv=4.306, sprd=0.018]
Ep 047/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:06,  1.53it/s, loss=0.771, pair=0.000, adv=4.532, sprd=0.029]
Ep 047/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:19,  1.42it/s, loss=0.771, pair=0.000, adv=4.532, sprd=0.029]
Ep 047/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:19,  1.42it/s, loss=0.751, pair=0.001, adv=4.768, sprd=0.024]
Ep 047/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:09,  1.50it/s, loss=0.751, pair=0.001, adv=4.768, sprd=0.024]
Ep 047/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:09,  1.50it/s, loss=0.755, pair=0.001, adv=4.439, sprd=0.025]
Ep 047/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:17,  1.43it/s, loss=0.755, pair=0.001, adv=4.439, sprd=0.025]
Ep 047/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:17,  1.43it/s, loss=0.742, pair=0.002, adv=4.341, sprd=0.020]
Ep 047/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:07,  1.50it/s, loss=0.742, pair=0.002, adv=4.341, sprd=0.020]
Ep 047/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.740, pair=0.001, adv=4.199, sprd=0.021]
Ep 047/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.740, pair=0.001, adv=4.199, sprd=0.021]
Ep 047/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.738, pair=0.001, adv=4.196, sprd=0.019]
Ep 047/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.51it/s, loss=0.738, pair=0.001, adv=4.196, sprd=0.019]
Ep 047/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:04,  1.51it/s, loss=0.758, pair=0.001, adv=4.827, sprd=0.024]
Ep 047/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:19,  1.40it/s, loss=0.758, pair=0.001, adv=4.827, sprd=0.024]
Ep 047/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:19,  1.40it/s, loss=0.769, pair=0.000, adv=4.430, sprd=0.026]
Ep 047/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:08,  1.47it/s, loss=0.769, pair=0.000, adv=4.430, sprd=0.026]
Ep 047/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:08,  1.47it/s, loss=0.748, pair=0.000, adv=4.067, sprd=0.022]
Ep 047/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.42it/s, loss=0.748, pair=0.000, adv=4.067, sprd=0.022]
Ep 047/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:13,  1.42it/s, loss=0.739, pair=0.002, adv=4.567, sprd=0.021]
Ep 047/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.739, pair=0.002, adv=4.567, sprd=0.021]
Ep 047/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.739, pair=0.003, adv=4.496, sprd=0.018]
Ep 047/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:09,  1.44it/s, loss=0.739, pair=0.003, adv=4.496, sprd=0.018]
Ep 047/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:09,  1.44it/s, loss=0.718, pair=0.002, adv=4.275, sprd=0.015]
Ep 047/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:56,  1.55it/s, loss=0.718, pair=0.002, adv=4.275, sprd=0.015]
Ep 047/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<02:56,  1.55it/s, loss=0.741, pair=0.001, adv=4.638, sprd=0.020]
Ep 047/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:05,  1.47it/s, loss=0.741, pair=0.001, adv=4.638, sprd=0.020]
Ep 047/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:05,  1.47it/s, loss=0.750, pair=0.001, adv=4.108, sprd=0.020]
Ep 047/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:56,  1.54it/s, loss=0.750, pair=0.001, adv=4.108, sprd=0.020]
Ep 047/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:56,  1.54it/s, loss=0.749, pair=0.001, adv=4.472, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:13,  1.39it/s, loss=0.749, pair=0.001, adv=4.472, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:13,  1.39it/s, loss=0.746, pair=0.000, adv=4.487, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:02,  1.48it/s, loss=0.746, pair=0.000, adv=4.487, sprd=0.021]
Ep 047/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:02,  1.48it/s, loss=0.749, pair=0.000, adv=4.323, sprd=0.021]
Ep 047/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:11,  1.40it/s, loss=0.749, pair=0.000, adv=4.323, sprd=0.021]
Ep 047/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:11,  1.40it/s, loss=0.747, pair=0.000, adv=4.535, sprd=0.022]
Ep 047/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:01,  1.47it/s, loss=0.747, pair=0.000, adv=4.535, sprd=0.022]
Ep 047/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:01,  1.47it/s, loss=0.739, pair=0.000, adv=4.750, sprd=0.020]
Ep 047/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.44it/s, loss=0.739, pair=0.000, adv=4.750, sprd=0.020]
Ep 047/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.44it/s, loss=0.749, pair=0.001, adv=4.609, sprd=0.020]
Ep 047/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:56,  1.50it/s, loss=0.749, pair=0.001, adv=4.609, sprd=0.020]
Ep 047/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:56,  1.50it/s, loss=0.775, pair=0.001, adv=4.439, sprd=0.029]
Ep 047/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:03,  1.44it/s, loss=0.775, pair=0.001, adv=4.439, sprd=0.029]
Ep 047/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:03,  1.44it/s, loss=0.744, pair=0.002, adv=4.160, sprd=0.021]
Ep 047/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:54,  1.50it/s, loss=0.744, pair=0.002, adv=4.160, sprd=0.021]
Ep 047/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:54,  1.50it/s, loss=0.745, pair=0.001, adv=4.781, sprd=0.022]
Ep 047/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<03:00,  1.45it/s, loss=0.745, pair=0.001, adv=4.781, sprd=0.022]
Ep 047/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.760, pair=0.000, adv=4.466, sprd=0.025]
Ep 047/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:53,  1.50it/s, loss=0.760, pair=0.000, adv=4.466, sprd=0.025]
Ep 047/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:53,  1.50it/s, loss=0.767, pair=0.001, adv=4.336, sprd=0.026]
Ep 047/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.42it/s, loss=0.767, pair=0.001, adv=4.336, sprd=0.026]
Ep 047/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.42it/s, loss=0.744, pair=0.001, adv=4.264, sprd=0.021]
Ep 047/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:54,  1.49it/s, loss=0.744, pair=0.001, adv=4.264, sprd=0.021]
Ep 047/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:54,  1.49it/s, loss=0.825, pair=0.002, adv=4.179, sprd=0.023]
Ep 047/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:02,  1.42it/s, loss=0.825, pair=0.002, adv=4.179, sprd=0.023]
Ep 047/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:02,  1.42it/s, loss=0.751, pair=0.001, adv=4.258, sprd=0.022]
Ep 047/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:53,  1.48it/s, loss=0.751, pair=0.001, adv=4.258, sprd=0.022]
Ep 047/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:53,  1.48it/s, loss=0.753, pair=0.000, adv=3.917, sprd=0.023]
Ep 047/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.753, pair=0.000, adv=3.917, sprd=0.023]
Ep 047/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.774, pair=0.000, adv=4.723, sprd=0.028]
Ep 047/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:51,  1.49it/s, loss=0.774, pair=0.000, adv=4.723, sprd=0.028]
Ep 047/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:51,  1.49it/s, loss=0.771, pair=0.000, adv=4.549, sprd=0.029]
Ep 047/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.42it/s, loss=0.771, pair=0.000, adv=4.549, sprd=0.029]
Ep 047/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:58,  1.42it/s, loss=0.721, pair=0.002, adv=4.263, sprd=0.016]
Ep 047/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:45,  1.53it/s, loss=0.721, pair=0.002, adv=4.263, sprd=0.016]
Ep 047/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:45,  1.53it/s, loss=0.728, pair=0.003, adv=4.546, sprd=0.017]
Ep 047/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:51,  1.47it/s, loss=0.728, pair=0.003, adv=4.546, sprd=0.017]
Ep 047/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:51,  1.47it/s, loss=0.752, pair=0.000, adv=4.500, sprd=0.023]
Ep 047/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:44,  1.52it/s, loss=0.752, pair=0.000, adv=4.500, sprd=0.023]
Ep 047/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:44,  1.52it/s, loss=0.764, pair=0.000, adv=4.665, sprd=0.026]
Ep 047/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:57,  1.41it/s, loss=0.764, pair=0.000, adv=4.665, sprd=0.026]
Ep 047/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:57,  1.41it/s, loss=0.772, pair=0.000, adv=4.591, sprd=0.029]
Ep 047/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:48,  1.48it/s, loss=0.772, pair=0.000, adv=4.591, sprd=0.029]
Ep 047/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.48it/s, loss=0.752, pair=0.001, adv=4.385, sprd=0.024]
Ep 047/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:55,  1.42it/s, loss=0.752, pair=0.001, adv=4.385, sprd=0.024]
Ep 047/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:55,  1.42it/s, loss=0.746, pair=0.000, adv=4.002, sprd=0.021]
Ep 047/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.746, pair=0.000, adv=4.002, sprd=0.021]
Ep 047/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.736, pair=0.001, adv=4.479, sprd=0.021]
Ep 047/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:48,  1.46it/s, loss=0.736, pair=0.001, adv=4.479, sprd=0.021]
Ep 047/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:48,  1.46it/s, loss=0.754, pair=0.001, adv=4.150, sprd=0.022]
Ep 047/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:40,  1.52it/s, loss=0.754, pair=0.001, adv=4.150, sprd=0.022]
Ep 047/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:40,  1.52it/s, loss=0.764, pair=0.001, adv=4.307, sprd=0.025]
Ep 047/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.764, pair=0.001, adv=4.307, sprd=0.025]
Ep 047/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.761, pair=0.000, adv=3.840, sprd=0.025]
Ep 047/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:42,  1.49it/s, loss=0.761, pair=0.000, adv=3.840, sprd=0.025]
Ep 047/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.49it/s, loss=0.762, pair=0.000, adv=4.879, sprd=0.026]
Ep 047/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:49,  1.43it/s, loss=0.762, pair=0.000, adv=4.879, sprd=0.026]
Ep 047/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.43it/s, loss=0.779, pair=0.002, adv=4.161, sprd=0.029]
Ep 047/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.779, pair=0.002, adv=4.161, sprd=0.029]
Ep 047/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.48it/s, loss=0.753, pair=0.000, adv=4.004, sprd=0.023]
Ep 047/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:49,  1.41it/s, loss=0.753, pair=0.000, adv=4.004, sprd=0.023]
Ep 047/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:49,  1.41it/s, loss=0.779, pair=0.003, adv=4.402, sprd=0.029]
Ep 047/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:42,  1.47it/s, loss=0.779, pair=0.003, adv=4.402, sprd=0.029]
Ep 047/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.743, pair=0.001, adv=4.582, sprd=0.020]
Ep 047/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.743, pair=0.001, adv=4.582, sprd=0.020]
Ep 047/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.730, pair=0.001, adv=3.892, sprd=0.018]
Ep 047/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.50it/s, loss=0.730, pair=0.001, adv=3.892, sprd=0.018]
Ep 047/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.50it/s, loss=0.747, pair=0.000, adv=4.395, sprd=0.021]
Ep 047/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:44,  1.44it/s, loss=0.747, pair=0.000, adv=4.395, sprd=0.021]
Ep 047/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.44it/s, loss=0.763, pair=0.001, adv=4.734, sprd=0.027]
Ep 047/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:36,  1.50it/s, loss=0.763, pair=0.001, adv=4.734, sprd=0.027]
Ep 047/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:36,  1.50it/s, loss=0.837, pair=0.003, adv=4.386, sprd=0.027]
Ep 047/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.837, pair=0.003, adv=4.386, sprd=0.027]
Ep 047/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.747, pair=0.002, adv=4.634, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:36,  1.49it/s, loss=0.747, pair=0.002, adv=4.634, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.49it/s, loss=0.740, pair=0.001, adv=4.661, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.46it/s, loss=0.740, pair=0.001, adv=4.661, sprd=0.022]
Ep 047/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.46it/s, loss=0.761, pair=0.000, adv=4.310, sprd=0.026]
Ep 047/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.50it/s, loss=0.761, pair=0.000, adv=4.310, sprd=0.026]
Ep 047/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.50it/s, loss=0.728, pair=0.000, adv=4.306, sprd=0.017]
Ep 047/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:39,  1.44it/s, loss=0.728, pair=0.000, adv=4.306, sprd=0.017]
Ep 047/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.741, pair=0.000, adv=4.267, sprd=0.020]
Ep 047/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.741, pair=0.000, adv=4.267, sprd=0.020]
Ep 047/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:32,  1.50it/s, loss=0.734, pair=0.000, adv=4.346, sprd=0.019]
Ep 047/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:36,  1.45it/s, loss=0.734, pair=0.000, adv=4.346, sprd=0.019]
Ep 047/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:36,  1.45it/s, loss=0.742, pair=0.002, adv=3.984, sprd=0.019]
Ep 047/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:29,  1.52it/s, loss=0.742, pair=0.002, adv=3.984, sprd=0.019]
Ep 047/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:29,  1.52it/s, loss=0.748, pair=0.002, adv=4.363, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:35,  1.45it/s, loss=0.748, pair=0.002, adv=4.363, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.45it/s, loss=0.749, pair=0.002, adv=4.459, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:28,  1.52it/s, loss=0.749, pair=0.002, adv=4.459, sprd=0.021]
Ep 047/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:28,  1.52it/s, loss=0.754, pair=0.000, adv=4.524, sprd=0.025]
Ep 047/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:33,  1.46it/s, loss=0.754, pair=0.000, adv=4.524, sprd=0.025]
Ep 047/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.722, pair=0.000, adv=4.128, sprd=0.017]
Ep 047/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:23,  1.55it/s, loss=0.722, pair=0.000, adv=4.128, sprd=0.017]
Ep 047/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:23,  1.55it/s, loss=0.773, pair=0.001, adv=4.247, sprd=0.029]
Ep 047/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.773, pair=0.001, adv=4.247, sprd=0.029]
Ep 047/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.759, pair=0.001, adv=4.472, sprd=0.025]
Ep 047/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:26,  1.51it/s, loss=0.759, pair=0.001, adv=4.472, sprd=0.025]
Ep 047/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.743, pair=0.001, adv=4.402, sprd=0.020]
Ep 047/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:31,  1.45it/s, loss=0.743, pair=0.001, adv=4.402, sprd=0.020]
Ep 047/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:31,  1.45it/s, loss=0.737, pair=0.001, adv=4.564, sprd=0.019]
Ep 047/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:23,  1.52it/s, loss=0.737, pair=0.001, adv=4.564, sprd=0.019]
Ep 047/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:23,  1.52it/s, loss=0.735, pair=0.001, adv=4.071, sprd=0.019]
Ep 047/60 [S3:+sens]:  35%|▋ | 115/333 [01:18<02:35,  1.41it/s, loss=0.735, pair=0.001, adv=4.071, sprd=0.019]
Ep 047/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:35,  1.41it/s, loss=0.757, pair=0.000, adv=3.939, sprd=0.024]
Ep 047/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:26,  1.49it/s, loss=0.757, pair=0.000, adv=3.939, sprd=0.024]
Ep 047/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:26,  1.49it/s, loss=0.758, pair=0.000, adv=4.451, sprd=0.023]
Ep 047/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:39,  1.36it/s, loss=0.758, pair=0.000, adv=4.451, sprd=0.023]
Ep 047/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:39,  1.36it/s, loss=0.762, pair=0.000, adv=4.602, sprd=0.024]
Ep 047/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:28,  1.44it/s, loss=0.762, pair=0.000, adv=4.602, sprd=0.024]
Ep 047/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:28,  1.44it/s, loss=0.739, pair=0.001, adv=3.875, sprd=0.019]
Ep 047/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:33,  1.40it/s, loss=0.739, pair=0.001, adv=3.875, sprd=0.019]
Ep 047/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:33,  1.40it/s, loss=0.742, pair=0.002, adv=4.077, sprd=0.020]
Ep 047/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:23,  1.48it/s, loss=0.742, pair=0.002, adv=4.077, sprd=0.020]
Ep 047/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.48it/s, loss=0.830, pair=0.000, adv=4.358, sprd=0.025]
Ep 047/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.830, pair=0.000, adv=4.358, sprd=0.025]
Ep 047/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.746, pair=0.001, adv=4.022, sprd=0.023]
Ep 047/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:23,  1.47it/s, loss=0.746, pair=0.001, adv=4.022, sprd=0.023]
Ep 047/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:23,  1.47it/s, loss=0.743, pair=0.000, adv=4.508, sprd=0.019]
Ep 047/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:31,  1.39it/s, loss=0.743, pair=0.000, adv=4.508, sprd=0.019]
Ep 047/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.39it/s, loss=0.748, pair=0.001, adv=4.519, sprd=0.024]
Ep 047/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:21,  1.47it/s, loss=0.748, pair=0.001, adv=4.519, sprd=0.024]
Ep 047/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:21,  1.47it/s, loss=0.767, pair=0.001, adv=4.693, sprd=0.028]
Ep 047/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:25,  1.43it/s, loss=0.767, pair=0.001, adv=4.693, sprd=0.028]
Ep 047/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.749, pair=0.000, adv=4.133, sprd=0.023]
Ep 047/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.50it/s, loss=0.749, pair=0.000, adv=4.133, sprd=0.023]
Ep 047/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.50it/s, loss=0.773, pair=0.001, adv=4.334, sprd=0.028]
Ep 047/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.44it/s, loss=0.773, pair=0.001, adv=4.334, sprd=0.028]
Ep 047/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.44it/s, loss=0.743, pair=0.001, adv=4.273, sprd=0.020]
Ep 047/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:16,  1.50it/s, loss=0.743, pair=0.001, adv=4.273, sprd=0.020]
Ep 047/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.751, pair=0.000, adv=4.498, sprd=0.024]
Ep 047/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:24,  1.41it/s, loss=0.751, pair=0.000, adv=4.498, sprd=0.024]
Ep 047/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:24,  1.41it/s, loss=0.728, pair=0.000, adv=4.146, sprd=0.018]
Ep 047/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.49it/s, loss=0.728, pair=0.000, adv=4.146, sprd=0.018]
Ep 047/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.738, pair=0.001, adv=4.001, sprd=0.022]
Ep 047/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:28,  1.36it/s, loss=0.738, pair=0.001, adv=4.001, sprd=0.022]
Ep 047/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:28,  1.36it/s, loss=0.754, pair=0.000, adv=4.643, sprd=0.025]
Ep 047/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:19,  1.44it/s, loss=0.754, pair=0.000, adv=4.643, sprd=0.025]
Ep 047/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:19,  1.44it/s, loss=0.748, pair=0.001, adv=4.325, sprd=0.022]
Ep 047/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:23,  1.39it/s, loss=0.748, pair=0.001, adv=4.325, sprd=0.022]
Ep 047/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:23,  1.39it/s, loss=0.777, pair=0.000, adv=4.832, sprd=0.029]
Ep 047/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:16,  1.46it/s, loss=0.777, pair=0.000, adv=4.832, sprd=0.029]
Ep 047/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:16,  1.46it/s, loss=0.762, pair=0.001, adv=4.655, sprd=0.026]
Ep 047/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:22,  1.39it/s, loss=0.762, pair=0.001, adv=4.655, sprd=0.026]
Ep 047/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:22,  1.39it/s, loss=0.759, pair=0.000, adv=4.387, sprd=0.025]
Ep 047/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:14,  1.46it/s, loss=0.759, pair=0.000, adv=4.387, sprd=0.025]
Ep 047/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:14,  1.46it/s, loss=0.752, pair=0.000, adv=4.027, sprd=0.023]
Ep 047/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:19,  1.41it/s, loss=0.752, pair=0.000, adv=4.027, sprd=0.023]
Ep 047/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:19,  1.41it/s, loss=0.758, pair=0.001, adv=4.395, sprd=0.023]
Ep 047/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:12,  1.48it/s, loss=0.758, pair=0.001, adv=4.395, sprd=0.023]
Ep 047/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:12,  1.48it/s, loss=0.761, pair=0.000, adv=4.458, sprd=0.025]
Ep 047/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:16,  1.42it/s, loss=0.761, pair=0.000, adv=4.458, sprd=0.025]
Ep 047/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:16,  1.42it/s, loss=0.779, pair=0.000, adv=4.042, sprd=0.030]
Ep 047/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:11,  1.47it/s, loss=0.779, pair=0.000, adv=4.042, sprd=0.030]
Ep 047/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:11,  1.47it/s, loss=0.769, pair=0.000, adv=4.140, sprd=0.027]
Ep 047/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:15,  1.42it/s, loss=0.769, pair=0.000, adv=4.140, sprd=0.027]
Ep 047/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:15,  1.42it/s, loss=0.743, pair=0.000, adv=4.507, sprd=0.023]
Ep 047/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:08,  1.48it/s, loss=0.743, pair=0.000, adv=4.507, sprd=0.023]
Ep 047/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:08,  1.48it/s, loss=0.753, pair=0.001, adv=4.318, sprd=0.024]
Ep 047/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:11,  1.45it/s, loss=0.753, pair=0.001, adv=4.318, sprd=0.024]
Ep 047/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:11,  1.45it/s, loss=0.730, pair=0.001, adv=4.510, sprd=0.019]
Ep 047/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:03,  1.53it/s, loss=0.730, pair=0.001, adv=4.510, sprd=0.019]
Ep 047/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:03,  1.53it/s, loss=0.751, pair=0.000, adv=4.176, sprd=0.022]
Ep 047/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:10,  1.44it/s, loss=0.751, pair=0.000, adv=4.176, sprd=0.022]
Ep 047/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.730, pair=0.003, adv=4.444, sprd=0.019]
Ep 047/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:02,  1.53it/s, loss=0.730, pair=0.003, adv=4.444, sprd=0.019]
Ep 047/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:02,  1.53it/s, loss=0.735, pair=0.001, adv=3.591, sprd=0.017]
Ep 047/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.735, pair=0.001, adv=3.591, sprd=0.017]
Ep 047/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.765, pair=0.001, adv=4.744, sprd=0.027]
Ep 047/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:03,  1.49it/s, loss=0.765, pair=0.001, adv=4.744, sprd=0.027]
Ep 047/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.49it/s, loss=0.738, pair=0.004, adv=3.824, sprd=0.017]
Ep 047/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.43it/s, loss=0.738, pair=0.004, adv=3.824, sprd=0.017]
Ep 047/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.43it/s, loss=0.754, pair=0.005, adv=4.552, sprd=0.024]
Ep 047/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.50it/s, loss=0.754, pair=0.005, adv=4.552, sprd=0.024]
Ep 047/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.50it/s, loss=0.759, pair=0.000, adv=4.486, sprd=0.025]
Ep 047/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:10,  1.39it/s, loss=0.759, pair=0.000, adv=4.486, sprd=0.025]
Ep 047/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:10,  1.39it/s, loss=0.772, pair=0.000, adv=4.412, sprd=0.029]
Ep 047/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:04,  1.46it/s, loss=0.772, pair=0.000, adv=4.412, sprd=0.029]
Ep 047/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:04,  1.46it/s, loss=0.779, pair=0.001, adv=4.438, sprd=0.030]
Ep 047/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:09,  1.39it/s, loss=0.779, pair=0.001, adv=4.438, sprd=0.030]
Ep 047/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:09,  1.39it/s, loss=0.737, pair=0.000, adv=4.205, sprd=0.019]
Ep 047/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<02:01,  1.47it/s, loss=0.737, pair=0.000, adv=4.205, sprd=0.019]
Ep 047/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:01,  1.47it/s, loss=0.770, pair=0.001, adv=4.006, sprd=0.029]
Ep 047/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:11,  1.35it/s, loss=0.770, pair=0.001, adv=4.006, sprd=0.029]
Ep 047/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:11,  1.35it/s, loss=0.761, pair=0.000, adv=4.219, sprd=0.026]
Ep 047/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:03,  1.44it/s, loss=0.761, pair=0.000, adv=4.219, sprd=0.026]
Ep 047/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:03,  1.44it/s, loss=0.737, pair=0.002, adv=4.390, sprd=0.020]
Ep 047/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.42it/s, loss=0.737, pair=0.002, adv=4.390, sprd=0.020]
Ep 047/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.42it/s, loss=0.781, pair=0.000, adv=4.368, sprd=0.031]
Ep 047/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:59,  1.47it/s, loss=0.781, pair=0.000, adv=4.368, sprd=0.031]
Ep 047/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.47it/s, loss=0.731, pair=0.005, adv=4.288, sprd=0.019]
Ep 047/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.44it/s, loss=0.731, pair=0.005, adv=4.288, sprd=0.019]
Ep 047/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:01,  1.44it/s, loss=0.757, pair=0.004, adv=4.251, sprd=0.024]
Ep 047/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:56,  1.49it/s, loss=0.757, pair=0.004, adv=4.251, sprd=0.024]
Ep 047/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:56,  1.49it/s, loss=0.751, pair=0.004, adv=4.321, sprd=0.023]
Ep 047/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.43it/s, loss=0.751, pair=0.004, adv=4.321, sprd=0.023]
Ep 047/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.764, pair=0.004, adv=4.197, sprd=0.024]
Ep 047/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.764, pair=0.004, adv=4.197, sprd=0.024]
Ep 047/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:54,  1.49it/s, loss=0.726, pair=0.003, adv=3.920, sprd=0.017]
Ep 047/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:55,  1.47it/s, loss=0.726, pair=0.003, adv=3.920, sprd=0.017]
Ep 047/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:55,  1.47it/s, loss=0.758, pair=0.001, adv=4.223, sprd=0.024]
Ep 047/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:51,  1.51it/s, loss=0.758, pair=0.001, adv=4.223, sprd=0.024]
Ep 047/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:51,  1.51it/s, loss=0.746, pair=0.000, adv=4.124, sprd=0.022]
Ep 047/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:57,  1.43it/s, loss=0.746, pair=0.000, adv=4.124, sprd=0.022]
Ep 047/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:57,  1.43it/s, loss=0.749, pair=0.004, adv=4.299, sprd=0.023]
Ep 047/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.52it/s, loss=0.749, pair=0.004, adv=4.299, sprd=0.023]
Ep 047/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.52it/s, loss=0.767, pair=0.001, adv=4.423, sprd=0.027]
Ep 047/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:54,  1.45it/s, loss=0.767, pair=0.001, adv=4.423, sprd=0.027]
Ep 047/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.45it/s, loss=0.743, pair=0.003, adv=4.430, sprd=0.021]
Ep 047/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.51it/s, loss=0.743, pair=0.003, adv=4.430, sprd=0.021]
Ep 047/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:49,  1.51it/s, loss=0.743, pair=0.002, adv=4.342, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.45it/s, loss=0.743, pair=0.002, adv=4.342, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.45it/s, loss=0.748, pair=0.000, adv=4.414, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:47,  1.52it/s, loss=0.748, pair=0.000, adv=4.414, sprd=0.022]
Ep 047/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:47,  1.52it/s, loss=0.753, pair=0.001, adv=4.036, sprd=0.023]
Ep 047/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:53,  1.43it/s, loss=0.753, pair=0.001, adv=4.036, sprd=0.023]
Ep 047/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.754, pair=0.001, adv=3.815, sprd=0.023]
Ep 047/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.754, pair=0.001, adv=3.815, sprd=0.023]
Ep 047/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.771, pair=0.001, adv=4.554, sprd=0.028]
Ep 047/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:51,  1.43it/s, loss=0.771, pair=0.001, adv=4.554, sprd=0.028]
Ep 047/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.43it/s, loss=0.740, pair=0.001, adv=4.295, sprd=0.019]
Ep 047/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:44,  1.52it/s, loss=0.740, pair=0.001, adv=4.295, sprd=0.019]
Ep 047/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:44,  1.52it/s, loss=0.731, pair=0.001, adv=4.213, sprd=0.019]
Ep 047/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:48,  1.46it/s, loss=0.731, pair=0.001, adv=4.213, sprd=0.019]
Ep 047/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:48,  1.46it/s, loss=0.760, pair=0.001, adv=4.322, sprd=0.025]
Ep 047/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:43,  1.52it/s, loss=0.760, pair=0.001, adv=4.322, sprd=0.025]
Ep 047/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:43,  1.52it/s, loss=0.765, pair=0.000, adv=4.545, sprd=0.026]
Ep 047/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:46,  1.46it/s, loss=0.765, pair=0.000, adv=4.545, sprd=0.026]
Ep 047/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:46,  1.46it/s, loss=0.745, pair=0.000, adv=4.393, sprd=0.022]
Ep 047/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:42,  1.52it/s, loss=0.745, pair=0.000, adv=4.393, sprd=0.022]
Ep 047/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:42,  1.52it/s, loss=0.750, pair=0.000, adv=4.138, sprd=0.024]
Ep 047/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:50,  1.40it/s, loss=0.750, pair=0.000, adv=4.138, sprd=0.024]
Ep 047/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:50,  1.40it/s, loss=0.726, pair=0.002, adv=4.018, sprd=0.016]
Ep 047/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.50it/s, loss=0.726, pair=0.002, adv=4.018, sprd=0.016]
Ep 047/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.758, pair=0.003, adv=4.417, sprd=0.023]
Ep 047/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:50,  1.37it/s, loss=0.758, pair=0.003, adv=4.417, sprd=0.023]
Ep 047/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:50,  1.37it/s, loss=0.747, pair=0.005, adv=4.423, sprd=0.022]
Ep 047/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.47it/s, loss=0.747, pair=0.005, adv=4.423, sprd=0.022]
Ep 047/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.47it/s, loss=0.738, pair=0.005, adv=4.102, sprd=0.021]
Ep 047/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:45,  1.42it/s, loss=0.738, pair=0.005, adv=4.102, sprd=0.021]
Ep 047/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.762, pair=0.005, adv=4.071, sprd=0.025]
Ep 047/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.49it/s, loss=0.762, pair=0.005, adv=4.071, sprd=0.025]
Ep 047/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.49it/s, loss=0.765, pair=0.006, adv=4.198, sprd=0.028]
Ep 047/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.765, pair=0.006, adv=4.198, sprd=0.028]
Ep 047/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.758, pair=0.003, adv=4.257, sprd=0.025]
Ep 047/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:39,  1.47it/s, loss=0.758, pair=0.003, adv=4.257, sprd=0.025]
Ep 047/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:39,  1.47it/s, loss=0.768, pair=0.004, adv=4.417, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:42,  1.42it/s, loss=0.768, pair=0.004, adv=4.417, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:42,  1.42it/s, loss=0.768, pair=0.001, adv=4.498, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.49it/s, loss=0.768, pair=0.001, adv=4.498, sprd=0.027]
Ep 047/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.49it/s, loss=0.752, pair=0.001, adv=4.125, sprd=0.024]
Ep 047/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:40,  1.43it/s, loss=0.752, pair=0.001, adv=4.125, sprd=0.024]
Ep 047/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.749, pair=0.000, adv=4.334, sprd=0.022]
Ep 047/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:35,  1.50it/s, loss=0.749, pair=0.000, adv=4.334, sprd=0.022]
Ep 047/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:35,  1.50it/s, loss=0.829, pair=0.003, adv=4.019, sprd=0.026]
Ep 047/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.43it/s, loss=0.829, pair=0.003, adv=4.019, sprd=0.026]
Ep 047/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.43it/s, loss=0.773, pair=0.001, adv=4.247, sprd=0.027]
Ep 047/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:35,  1.48it/s, loss=0.773, pair=0.001, adv=4.247, sprd=0.027]
Ep 047/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:35,  1.48it/s, loss=0.759, pair=0.000, adv=3.995, sprd=0.025]
Ep 047/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:37,  1.43it/s, loss=0.759, pair=0.000, adv=3.995, sprd=0.025]
Ep 047/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:37,  1.43it/s, loss=0.747, pair=0.000, adv=4.383, sprd=0.023]
Ep 047/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.747, pair=0.000, adv=4.383, sprd=0.023]
Ep 047/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.52it/s, loss=0.749, pair=0.000, adv=4.309, sprd=0.023]
Ep 047/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.749, pair=0.000, adv=4.309, sprd=0.023]
Ep 047/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.45it/s, loss=0.741, pair=0.000, adv=4.630, sprd=0.021]
Ep 047/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:30,  1.52it/s, loss=0.741, pair=0.000, adv=4.630, sprd=0.021]
Ep 047/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:30,  1.52it/s, loss=0.749, pair=0.000, adv=4.464, sprd=0.024]
Ep 047/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.46it/s, loss=0.749, pair=0.000, adv=4.464, sprd=0.024]
Ep 047/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.46it/s, loss=0.765, pair=0.003, adv=4.392, sprd=0.025]
Ep 047/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:29,  1.50it/s, loss=0.765, pair=0.003, adv=4.392, sprd=0.025]
Ep 047/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.50it/s, loss=0.749, pair=0.001, adv=4.270, sprd=0.021]
Ep 047/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:32,  1.44it/s, loss=0.749, pair=0.001, adv=4.270, sprd=0.021]
Ep 047/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.44it/s, loss=0.735, pair=0.002, adv=3.894, sprd=0.019]
Ep 047/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.52it/s, loss=0.735, pair=0.002, adv=3.894, sprd=0.019]
Ep 047/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.52it/s, loss=0.745, pair=0.002, adv=4.376, sprd=0.021]
Ep 047/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.745, pair=0.002, adv=4.376, sprd=0.021]
Ep 047/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.729, pair=0.002, adv=4.145, sprd=0.020]
Ep 047/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:25,  1.53it/s, loss=0.729, pair=0.002, adv=4.145, sprd=0.020]
Ep 047/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.53it/s, loss=0.754, pair=0.000, adv=4.519, sprd=0.023]
Ep 047/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.46it/s, loss=0.754, pair=0.000, adv=4.519, sprd=0.023]
Ep 047/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:29,  1.46it/s, loss=0.777, pair=0.002, adv=4.203, sprd=0.029]
Ep 047/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.50it/s, loss=0.777, pair=0.002, adv=4.203, sprd=0.029]
Ep 047/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.50it/s, loss=0.748, pair=0.010, adv=4.256, sprd=0.022]
Ep 047/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:28,  1.45it/s, loss=0.748, pair=0.010, adv=4.256, sprd=0.022]
Ep 047/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.762, pair=0.005, adv=4.146, sprd=0.027]
Ep 047/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:24,  1.50it/s, loss=0.762, pair=0.005, adv=4.146, sprd=0.027]
Ep 047/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.50it/s, loss=0.748, pair=0.001, adv=4.293, sprd=0.023]
Ep 047/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:27,  1.43it/s, loss=0.748, pair=0.001, adv=4.293, sprd=0.023]
Ep 047/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:27,  1.43it/s, loss=0.764, pair=0.000, adv=4.613, sprd=0.025]
Ep 047/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.49it/s, loss=0.764, pair=0.000, adv=4.613, sprd=0.025]
Ep 047/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.49it/s, loss=0.746, pair=0.003, adv=4.341, sprd=0.021]
Ep 047/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:27,  1.42it/s, loss=0.746, pair=0.003, adv=4.341, sprd=0.021]
Ep 047/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:27,  1.42it/s, loss=0.751, pair=0.000, adv=4.330, sprd=0.023]
Ep 047/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.751, pair=0.000, adv=4.330, sprd=0.023]
Ep 047/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.733, pair=0.000, adv=4.352, sprd=0.018]
Ep 047/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:24,  1.45it/s, loss=0.733, pair=0.000, adv=4.352, sprd=0.018]
Ep 047/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.45it/s, loss=0.764, pair=0.000, adv=4.579, sprd=0.027]
Ep 047/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:20,  1.50it/s, loss=0.764, pair=0.000, adv=4.579, sprd=0.027]
Ep 047/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.50it/s, loss=0.751, pair=0.000, adv=4.284, sprd=0.023]
Ep 047/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.42it/s, loss=0.751, pair=0.000, adv=4.284, sprd=0.023]
Ep 047/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.42it/s, loss=0.753, pair=0.000, adv=4.307, sprd=0.025]
Ep 047/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:20,  1.48it/s, loss=0.753, pair=0.000, adv=4.307, sprd=0.025]
Ep 047/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.751, pair=0.000, adv=4.420, sprd=0.023]
Ep 047/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:23,  1.41it/s, loss=0.751, pair=0.000, adv=4.420, sprd=0.023]
Ep 047/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.41it/s, loss=0.755, pair=0.004, adv=4.170, sprd=0.025]
Ep 047/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:19,  1.48it/s, loss=0.755, pair=0.004, adv=4.170, sprd=0.025]
Ep 047/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:19,  1.48it/s, loss=0.745, pair=0.000, adv=4.339, sprd=0.022]
Ep 047/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.42it/s, loss=0.745, pair=0.000, adv=4.339, sprd=0.022]
Ep 047/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.42it/s, loss=0.759, pair=0.001, adv=4.030, sprd=0.024]
Ep 047/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:17,  1.48it/s, loss=0.759, pair=0.001, adv=4.030, sprd=0.024]
Ep 047/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.757, pair=0.001, adv=4.068, sprd=0.024]
Ep 047/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:20,  1.42it/s, loss=0.757, pair=0.001, adv=4.068, sprd=0.024]
Ep 047/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:20,  1.42it/s, loss=0.726, pair=0.001, adv=3.885, sprd=0.017]
Ep 047/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:14,  1.51it/s, loss=0.726, pair=0.001, adv=3.885, sprd=0.017]
Ep 047/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.757, pair=0.000, adv=4.581, sprd=0.024]
Ep 047/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:19,  1.40it/s, loss=0.757, pair=0.000, adv=4.581, sprd=0.024]
Ep 047/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:19,  1.40it/s, loss=0.761, pair=0.001, adv=4.375, sprd=0.024]
Ep 047/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:15,  1.48it/s, loss=0.761, pair=0.001, adv=4.375, sprd=0.024]
Ep 047/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:15,  1.48it/s, loss=0.731, pair=0.000, adv=4.144, sprd=0.017]
Ep 047/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.731, pair=0.000, adv=4.144, sprd=0.017]
Ep 047/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.767, pair=0.005, adv=4.614, sprd=0.026]
Ep 047/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:13,  1.49it/s, loss=0.767, pair=0.005, adv=4.614, sprd=0.026]
Ep 047/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.49it/s, loss=0.756, pair=0.000, adv=4.802, sprd=0.025]
Ep 047/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:17,  1.40it/s, loss=0.756, pair=0.000, adv=4.802, sprd=0.025]
Ep 047/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:17,  1.40it/s, loss=0.773, pair=0.005, adv=4.291, sprd=0.027]
Ep 047/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.46it/s, loss=0.773, pair=0.005, adv=4.291, sprd=0.027]
Ep 047/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.46it/s, loss=0.772, pair=0.001, adv=4.193, sprd=0.028]
Ep 047/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:15,  1.41it/s, loss=0.772, pair=0.001, adv=4.193, sprd=0.028]
Ep 047/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.782, pair=0.000, adv=4.608, sprd=0.030]
Ep 047/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:11,  1.47it/s, loss=0.782, pair=0.000, adv=4.608, sprd=0.030]
Ep 047/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.47it/s, loss=0.734, pair=0.000, adv=4.415, sprd=0.019]
Ep 047/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.42it/s, loss=0.734, pair=0.000, adv=4.415, sprd=0.019]
Ep 047/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.42it/s, loss=0.762, pair=0.001, adv=4.222, sprd=0.025]
Ep 047/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:09,  1.47it/s, loss=0.762, pair=0.001, adv=4.222, sprd=0.025]
Ep 047/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.47it/s, loss=0.751, pair=0.002, adv=4.397, sprd=0.025]
Ep 047/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.44it/s, loss=0.751, pair=0.002, adv=4.397, sprd=0.025]
Ep 047/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.44it/s, loss=0.738, pair=0.000, adv=3.659, sprd=0.020]
Ep 047/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.52it/s, loss=0.738, pair=0.000, adv=3.659, sprd=0.020]
Ep 047/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:06,  1.52it/s, loss=0.747, pair=0.000, adv=4.596, sprd=0.021]
Ep 047/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.45it/s, loss=0.747, pair=0.000, adv=4.596, sprd=0.021]
Ep 047/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.45it/s, loss=0.729, pair=0.000, adv=3.859, sprd=0.017]
Ep 047/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:04,  1.54it/s, loss=0.729, pair=0.000, adv=3.859, sprd=0.017]
Ep 047/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:04,  1.54it/s, loss=0.756, pair=0.002, adv=4.224, sprd=0.024]
Ep 047/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.45it/s, loss=0.756, pair=0.002, adv=4.224, sprd=0.024]
Ep 047/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.45it/s, loss=0.758, pair=0.001, adv=4.685, sprd=0.026]
Ep 047/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:04,  1.51it/s, loss=0.758, pair=0.001, adv=4.685, sprd=0.026]
Ep 047/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.736, pair=0.000, adv=3.970, sprd=0.019]
Ep 047/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.44it/s, loss=0.736, pair=0.000, adv=3.970, sprd=0.019]
Ep 047/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.734, pair=0.002, adv=4.152, sprd=0.018]
Ep 047/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:02,  1.51it/s, loss=0.734, pair=0.002, adv=4.152, sprd=0.018]
Ep 047/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.51it/s, loss=0.761, pair=0.000, adv=3.845, sprd=0.024]
Ep 047/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:07,  1.39it/s, loss=0.761, pair=0.000, adv=3.845, sprd=0.024]
Ep 047/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:07,  1.39it/s, loss=0.746, pair=0.000, adv=4.586, sprd=0.021]
Ep 047/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:02,  1.49it/s, loss=0.746, pair=0.000, adv=4.586, sprd=0.021]
Ep 047/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.49it/s, loss=0.793, pair=0.003, adv=4.353, sprd=0.034]
Ep 047/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.41it/s, loss=0.793, pair=0.003, adv=4.353, sprd=0.034]
Ep 047/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.41it/s, loss=0.741, pair=0.000, adv=3.836, sprd=0.022]
Ep 047/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.48it/s, loss=0.741, pair=0.000, adv=3.836, sprd=0.022]
Ep 047/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.48it/s, loss=0.737, pair=0.000, adv=3.940, sprd=0.020]
Ep 047/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:03,  1.42it/s, loss=0.737, pair=0.000, adv=3.940, sprd=0.020]
Ep 047/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.42it/s, loss=0.746, pair=0.000, adv=4.441, sprd=0.023]
Ep 047/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.746, pair=0.000, adv=4.441, sprd=0.023]
Ep 047/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.737, pair=0.000, adv=4.384, sprd=0.020]
Ep 047/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.41it/s, loss=0.737, pair=0.000, adv=4.384, sprd=0.020]
Ep 047/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.41it/s, loss=0.736, pair=0.000, adv=3.950, sprd=0.018]
Ep 047/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:58,  1.50it/s, loss=0.736, pair=0.000, adv=3.950, sprd=0.018]
Ep 047/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.50it/s, loss=0.748, pair=0.000, adv=4.156, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.748, pair=0.000, adv=4.156, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.749, pair=0.000, adv=4.168, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.51it/s, loss=0.749, pair=0.000, adv=4.168, sprd=0.023]
Ep 047/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.51it/s, loss=0.754, pair=0.000, adv=4.335, sprd=0.024]
Ep 047/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:58,  1.45it/s, loss=0.754, pair=0.000, adv=4.335, sprd=0.024]
Ep 047/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.45it/s, loss=0.750, pair=0.000, adv=3.537, sprd=0.024]
Ep 047/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.51it/s, loss=0.750, pair=0.000, adv=3.537, sprd=0.024]
Ep 047/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:54,  1.51it/s, loss=0.759, pair=0.000, adv=4.242, sprd=0.027]
Ep 047/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.759, pair=0.000, adv=4.242, sprd=0.027]
Ep 047/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.747, pair=0.000, adv=4.028, sprd=0.021]
Ep 047/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:53,  1.51it/s, loss=0.747, pair=0.000, adv=4.028, sprd=0.021]
Ep 047/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.51it/s, loss=0.767, pair=0.000, adv=3.993, sprd=0.027]
Ep 047/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.45it/s, loss=0.767, pair=0.000, adv=3.993, sprd=0.027]
Ep 047/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.737, pair=0.000, adv=3.903, sprd=0.021]
Ep 047/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:51,  1.53it/s, loss=0.737, pair=0.000, adv=3.903, sprd=0.021]
Ep 047/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:51,  1.53it/s, loss=0.744, pair=0.001, adv=3.939, sprd=0.021]
Ep 047/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.46it/s, loss=0.744, pair=0.001, adv=3.939, sprd=0.021]
Ep 047/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.46it/s, loss=0.771, pair=0.000, adv=4.198, sprd=0.029]
Ep 047/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.50it/s, loss=0.771, pair=0.000, adv=4.198, sprd=0.029]
Ep 047/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.50it/s, loss=0.769, pair=0.000, adv=4.615, sprd=0.026]
Ep 047/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.43it/s, loss=0.769, pair=0.000, adv=4.615, sprd=0.026]
Ep 047/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.43it/s, loss=0.748, pair=0.000, adv=4.147, sprd=0.022]
Ep 047/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.49it/s, loss=0.748, pair=0.000, adv=4.147, sprd=0.022]
Ep 047/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.763, pair=0.000, adv=4.363, sprd=0.025]
Ep 047/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.44it/s, loss=0.763, pair=0.000, adv=4.363, sprd=0.025]
Ep 047/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.742, pair=0.000, adv=4.384, sprd=0.021]
Ep 047/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.51it/s, loss=0.742, pair=0.000, adv=4.384, sprd=0.021]
Ep 047/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.51it/s, loss=0.733, pair=0.000, adv=4.456, sprd=0.020]
Ep 047/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.45it/s, loss=0.733, pair=0.000, adv=4.456, sprd=0.020]
Ep 047/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.45it/s, loss=0.739, pair=0.000, adv=3.802, sprd=0.023]
Ep 047/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:47,  1.51it/s, loss=0.739, pair=0.000, adv=3.802, sprd=0.023]
Ep 047/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.51it/s, loss=0.724, pair=0.000, adv=3.931, sprd=0.017]
Ep 047/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:47,  1.47it/s, loss=0.724, pair=0.000, adv=3.931, sprd=0.017]
Ep 047/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:47,  1.47it/s, loss=0.746, pair=0.000, adv=4.149, sprd=0.022]
Ep 047/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.52it/s, loss=0.746, pair=0.000, adv=4.149, sprd=0.022]
Ep 047/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.52it/s, loss=0.753, pair=0.000, adv=4.360, sprd=0.024]
Ep 047/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.40it/s, loss=0.753, pair=0.000, adv=4.360, sprd=0.024]
Ep 047/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.40it/s, loss=0.746, pair=0.000, adv=4.263, sprd=0.021]
Ep 047/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.48it/s, loss=0.746, pair=0.000, adv=4.263, sprd=0.021]
Ep 047/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.48it/s, loss=0.753, pair=0.000, adv=4.227, sprd=0.023]
Ep 047/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.753, pair=0.000, adv=4.227, sprd=0.023]
Ep 047/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.762, pair=0.000, adv=4.203, sprd=0.025]
Ep 047/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.48it/s, loss=0.762, pair=0.000, adv=4.203, sprd=0.025]
Ep 047/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.730, pair=0.000, adv=4.044, sprd=0.018]
Ep 047/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.43it/s, loss=0.730, pair=0.000, adv=4.044, sprd=0.018]
Ep 047/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.43it/s, loss=0.757, pair=0.000, adv=4.074, sprd=0.027]
Ep 047/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.757, pair=0.000, adv=4.074, sprd=0.027]
Ep 047/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.744, pair=0.000, adv=4.101, sprd=0.021]
Ep 047/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:43,  1.42it/s, loss=0.744, pair=0.000, adv=4.101, sprd=0.021]
Ep 047/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.42it/s, loss=0.746, pair=0.000, adv=4.236, sprd=0.020]
Ep 047/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.50it/s, loss=0.746, pair=0.000, adv=4.236, sprd=0.020]
Ep 047/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.50it/s, loss=0.718, pair=0.000, adv=4.345, sprd=0.016]
Ep 047/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.718, pair=0.000, adv=4.345, sprd=0.016]
Ep 047/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.744, pair=0.000, adv=4.197, sprd=0.022]
Ep 047/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:38,  1.52it/s, loss=0.744, pair=0.000, adv=4.197, sprd=0.022]
Ep 047/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:38,  1.52it/s, loss=0.744, pair=0.001, adv=4.285, sprd=0.020]
Ep 047/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:39,  1.46it/s, loss=0.744, pair=0.001, adv=4.285, sprd=0.020]
Ep 047/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.46it/s, loss=0.747, pair=0.000, adv=3.949, sprd=0.023]
Ep 047/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:37,  1.51it/s, loss=0.747, pair=0.000, adv=3.949, sprd=0.023]
Ep 047/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:37,  1.51it/s, loss=0.739, pair=0.000, adv=3.943, sprd=0.020]
Ep 047/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:40,  1.39it/s, loss=0.739, pair=0.000, adv=3.943, sprd=0.020]
Ep 047/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:40,  1.39it/s, loss=0.745, pair=0.000, adv=4.181, sprd=0.022]
Ep 047/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:37,  1.46it/s, loss=0.745, pair=0.000, adv=4.181, sprd=0.022]
Ep 047/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.46it/s, loss=0.730, pair=0.000, adv=4.190, sprd=0.018]
Ep 047/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.730, pair=0.000, adv=4.190, sprd=0.018]
Ep 047/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.735, pair=0.000, adv=4.233, sprd=0.018]
Ep 047/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.735, pair=0.000, adv=4.233, sprd=0.018]
Ep 047/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.734, pair=0.000, adv=3.927, sprd=0.019]
Ep 047/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.44it/s, loss=0.734, pair=0.000, adv=3.927, sprd=0.019]
Ep 047/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.44it/s, loss=0.735, pair=0.000, adv=4.413, sprd=0.021]
Ep 047/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:33,  1.53it/s, loss=0.735, pair=0.000, adv=4.413, sprd=0.021]
Ep 047/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.53it/s, loss=0.755, pair=0.000, adv=4.318, sprd=0.024]
Ep 047/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.45it/s, loss=0.755, pair=0.000, adv=4.318, sprd=0.024]
Ep 047/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.45it/s, loss=0.750, pair=0.000, adv=4.275, sprd=0.023]
Ep 047/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.50it/s, loss=0.750, pair=0.000, adv=4.275, sprd=0.023]
Ep 047/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.765, pair=0.000, adv=4.703, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:34,  1.39it/s, loss=0.765, pair=0.000, adv=4.703, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:34,  1.39it/s, loss=0.736, pair=0.000, adv=3.968, sprd=0.019]
Ep 047/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.736, pair=0.000, adv=3.968, sprd=0.019]
Ep 047/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.765, pair=0.006, adv=4.324, sprd=0.026]
Ep 047/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:31,  1.46it/s, loss=0.765, pair=0.006, adv=4.324, sprd=0.026]
Ep 047/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.768, pair=0.001, adv=4.192, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.51it/s, loss=0.768, pair=0.001, adv=4.192, sprd=0.027]
Ep 047/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.51it/s, loss=0.759, pair=0.002, adv=4.059, sprd=0.023]
Ep 047/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.759, pair=0.002, adv=4.059, sprd=0.023]
Ep 047/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.740, pair=0.003, adv=4.153, sprd=0.021]
Ep 047/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.50it/s, loss=0.740, pair=0.003, adv=4.153, sprd=0.021]
Ep 047/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.50it/s, loss=0.746, pair=0.000, adv=4.716, sprd=0.022]
Ep 047/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.44it/s, loss=0.746, pair=0.000, adv=4.716, sprd=0.022]
Ep 047/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.44it/s, loss=0.743, pair=0.000, adv=4.055, sprd=0.022]
Ep 047/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.50it/s, loss=0.743, pair=0.000, adv=4.055, sprd=0.022]
Ep 047/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.50it/s, loss=0.732, pair=0.003, adv=4.025, sprd=0.017]
Ep 047/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:28,  1.42it/s, loss=0.732, pair=0.003, adv=4.025, sprd=0.017]
Ep 047/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.42it/s, loss=0.747, pair=0.001, adv=4.298, sprd=0.023]
Ep 047/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:26,  1.49it/s, loss=0.747, pair=0.001, adv=4.298, sprd=0.023]
Ep 047/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.769, pair=0.000, adv=4.355, sprd=0.029]
Ep 047/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.42it/s, loss=0.769, pair=0.000, adv=4.355, sprd=0.029]
Ep 047/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.42it/s, loss=0.765, pair=0.000, adv=4.104, sprd=0.028]
Ep 047/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:25,  1.48it/s, loss=0.765, pair=0.000, adv=4.104, sprd=0.028]
Ep 047/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.48it/s, loss=0.760, pair=0.002, adv=4.076, sprd=0.025]
Ep 047/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:25,  1.41it/s, loss=0.760, pair=0.002, adv=4.076, sprd=0.025]
Ep 047/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.41it/s, loss=0.741, pair=0.001, adv=3.845, sprd=0.020]
Ep 047/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.49it/s, loss=0.741, pair=0.001, adv=3.845, sprd=0.020]
Ep 047/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.753, pair=0.001, adv=4.269, sprd=0.021]
Ep 047/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.41it/s, loss=0.753, pair=0.001, adv=4.269, sprd=0.021]
Ep 047/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.41it/s, loss=0.768, pair=0.001, adv=4.364, sprd=0.028]
Ep 047/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.48it/s, loss=0.768, pair=0.001, adv=4.364, sprd=0.028]
Ep 047/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.48it/s, loss=0.742, pair=0.001, adv=4.267, sprd=0.022]
Ep 047/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.42it/s, loss=0.742, pair=0.001, adv=4.267, sprd=0.022]
Ep 047/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.42it/s, loss=0.780, pair=0.002, adv=4.430, sprd=0.029]
Ep 047/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.48it/s, loss=0.780, pair=0.002, adv=4.430, sprd=0.029]
Ep 047/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.48it/s, loss=0.761, pair=0.004, adv=4.232, sprd=0.025]
Ep 047/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:21,  1.42it/s, loss=0.761, pair=0.004, adv=4.232, sprd=0.025]
Ep 047/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.42it/s, loss=0.771, pair=0.005, adv=4.531, sprd=0.028]
Ep 047/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.47it/s, loss=0.771, pair=0.005, adv=4.531, sprd=0.028]
Ep 047/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.47it/s, loss=0.721, pair=0.000, adv=4.034, sprd=0.017]
Ep 047/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.45it/s, loss=0.721, pair=0.000, adv=4.034, sprd=0.017]
Ep 047/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.45it/s, loss=0.753, pair=0.000, adv=4.463, sprd=0.023]
Ep 047/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:17,  1.50it/s, loss=0.753, pair=0.000, adv=4.463, sprd=0.023]
Ep 047/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.50it/s, loss=0.740, pair=0.005, adv=4.153, sprd=0.021]
Ep 047/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.43it/s, loss=0.740, pair=0.005, adv=4.153, sprd=0.021]
Ep 047/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.43it/s, loss=0.788, pair=0.003, adv=3.956, sprd=0.032]
Ep 047/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.48it/s, loss=0.788, pair=0.003, adv=3.956, sprd=0.032]
Ep 047/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.748, pair=0.000, adv=4.287, sprd=0.021]
Ep 047/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.41it/s, loss=0.748, pair=0.000, adv=4.287, sprd=0.021]
Ep 047/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.41it/s, loss=0.740, pair=0.003, adv=4.277, sprd=0.019]
Ep 047/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.49it/s, loss=0.740, pair=0.003, adv=4.277, sprd=0.019]
Ep 047/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.746, pair=0.001, adv=4.206, sprd=0.022]
Ep 047/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.40it/s, loss=0.746, pair=0.001, adv=4.206, sprd=0.022]
Ep 047/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.40it/s, loss=0.737, pair=0.003, adv=3.987, sprd=0.019]
Ep 047/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:13,  1.50it/s, loss=0.737, pair=0.003, adv=3.987, sprd=0.019]
Ep 047/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.50it/s, loss=0.748, pair=0.003, adv=4.080, sprd=0.023]
Ep 047/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.43it/s, loss=0.748, pair=0.003, adv=4.080, sprd=0.023]
Ep 047/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.726, pair=0.000, adv=3.935, sprd=0.017]
Ep 047/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.50it/s, loss=0.726, pair=0.000, adv=3.935, sprd=0.017]
Ep 047/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.750, pair=0.005, adv=3.947, sprd=0.022]
Ep 047/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.44it/s, loss=0.750, pair=0.005, adv=3.947, sprd=0.022]
Ep 047/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.44it/s, loss=0.737, pair=0.000, adv=4.084, sprd=0.019]
Ep 047/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.50it/s, loss=0.737, pair=0.000, adv=4.084, sprd=0.019]
Ep 047/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.770, pair=0.000, adv=4.207, sprd=0.028]
Ep 047/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.42it/s, loss=0.770, pair=0.000, adv=4.207, sprd=0.028]
Ep 047/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.737, pair=0.000, adv=4.088, sprd=0.019]
Ep 047/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.49it/s, loss=0.737, pair=0.000, adv=4.088, sprd=0.019]
Ep 047/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.49it/s, loss=0.749, pair=0.002, adv=3.963, sprd=0.022]
Ep 047/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:10,  1.38it/s, loss=0.749, pair=0.002, adv=3.963, sprd=0.022]
Ep 047/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:10,  1.38it/s, loss=0.760, pair=0.000, adv=4.446, sprd=0.025]
Ep 047/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.45it/s, loss=0.760, pair=0.000, adv=4.446, sprd=0.025]
Ep 047/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.45it/s, loss=0.754, pair=0.000, adv=4.436, sprd=0.024]
Ep 047/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.754, pair=0.000, adv=4.436, sprd=0.024]
Ep 047/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.42it/s, loss=0.751, pair=0.001, adv=4.426, sprd=0.023]
Ep 047/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.48it/s, loss=0.751, pair=0.001, adv=4.426, sprd=0.023]
Ep 047/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.756, pair=0.013, adv=4.035, sprd=0.026]
Ep 047/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:07,  1.40it/s, loss=0.756, pair=0.013, adv=4.035, sprd=0.026]
Ep 047/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.735, pair=0.002, adv=4.155, sprd=0.018]
Ep 047/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.735, pair=0.002, adv=4.155, sprd=0.018]
Ep 047/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.729, pair=0.003, adv=4.275, sprd=0.018]
Ep 047/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.729, pair=0.003, adv=4.275, sprd=0.018]
Ep 047/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.761, pair=0.012, adv=4.476, sprd=0.024]
Ep 047/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.50it/s, loss=0.761, pair=0.012, adv=4.476, sprd=0.024]
Ep 047/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.846, pair=0.018, adv=4.547, sprd=0.026]
Ep 047/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.44it/s, loss=0.846, pair=0.018, adv=4.547, sprd=0.026]
Ep 047/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.44it/s, loss=0.750, pair=0.004, adv=4.195, sprd=0.022]
Ep 047/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.50it/s, loss=0.750, pair=0.004, adv=4.195, sprd=0.022]
Ep 047/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.764, pair=0.010, adv=4.420, sprd=0.024]
Ep 047/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.46it/s, loss=0.764, pair=0.010, adv=4.420, sprd=0.024]
Ep 047/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.46it/s, loss=0.747, pair=0.007, adv=3.831, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.52it/s, loss=0.747, pair=0.007, adv=3.831, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.52it/s, loss=0.740, pair=0.001, adv=4.137, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.40it/s, loss=0.740, pair=0.001, adv=4.137, sprd=0.021]
Ep 047/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.40it/s, loss=0.747, pair=0.004, adv=4.197, sprd=0.020]
Ep 047/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.49it/s, loss=0.747, pair=0.004, adv=4.197, sprd=0.020]
Ep 047/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.753, pair=0.005, adv=4.164, sprd=0.020]
Ep 047/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.42it/s, loss=0.753, pair=0.005, adv=4.164, sprd=0.020]
                                                                                                              
Epoch 047/60 [S3:+sens]  loss=0.7520  mat=0.3369  sens=1.0115  pair=0.0013  adv=4.2957(rand=3.37)  deg=0.0031  orth=0.0005  spread=0.0227  q_mean=50.8  q_std=16.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.72e-05  228s

Ep 048/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 048/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.761, pair=0.004, adv=4.306, sprd=0.024]
Ep 048/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:28,  1.17s/it, loss=0.761, pair=0.004, adv=4.306, sprd=0.024]
Ep 048/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:28,  1.17s/it, loss=0.739, pair=0.003, adv=4.049, sprd=0.019]
Ep 048/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:32,  1.22it/s, loss=0.739, pair=0.003, adv=4.049, sprd=0.019]
Ep 048/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:32,  1.22it/s, loss=0.759, pair=0.004, adv=3.911, sprd=0.024]
Ep 048/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:24,  1.25it/s, loss=0.759, pair=0.004, adv=3.911, sprd=0.024]
Ep 048/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:24,  1.25it/s, loss=0.742, pair=0.001, adv=4.428, sprd=0.022]
Ep 048/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.742, pair=0.001, adv=4.428, sprd=0.022]
Ep 048/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.801, pair=0.004, adv=3.834, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:57,  1.38it/s, loss=0.801, pair=0.004, adv=3.834, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:57,  1.38it/s, loss=0.732, pair=0.001, adv=4.128, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:38,  1.49it/s, loss=0.732, pair=0.001, adv=4.128, sprd=0.018]
Ep 048/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:38,  1.49it/s, loss=0.742, pair=0.004, adv=3.940, sprd=0.019]
Ep 048/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.742, pair=0.004, adv=3.940, sprd=0.019]
Ep 048/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:49,  1.42it/s, loss=0.747, pair=0.001, adv=3.953, sprd=0.020]
Ep 048/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:37,  1.49it/s, loss=0.747, pair=0.001, adv=3.953, sprd=0.020]
Ep 048/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:37,  1.49it/s, loss=0.751, pair=0.004, adv=4.229, sprd=0.022]
Ep 048/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:46,  1.43it/s, loss=0.751, pair=0.004, adv=4.229, sprd=0.022]
Ep 048/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:46,  1.43it/s, loss=0.757, pair=0.003, adv=4.493, sprd=0.023]
Ep 048/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:34,  1.50it/s, loss=0.757, pair=0.003, adv=4.493, sprd=0.023]
Ep 048/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:34,  1.50it/s, loss=0.746, pair=0.007, adv=4.241, sprd=0.020]
Ep 048/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:45,  1.43it/s, loss=0.746, pair=0.007, adv=4.241, sprd=0.020]
Ep 048/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:45,  1.43it/s, loss=0.742, pair=0.005, adv=3.808, sprd=0.021]
Ep 048/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:35,  1.49it/s, loss=0.742, pair=0.005, adv=3.808, sprd=0.021]
Ep 048/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:35,  1.49it/s, loss=0.778, pair=0.005, adv=4.133, sprd=0.028]
Ep 048/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.778, pair=0.005, adv=4.133, sprd=0.028]
Ep 048/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.760, pair=0.003, adv=4.398, sprd=0.024]
Ep 048/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:31,  1.51it/s, loss=0.760, pair=0.003, adv=4.398, sprd=0.024]
Ep 048/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:31,  1.51it/s, loss=0.762, pair=0.007, adv=4.324, sprd=0.025]
Ep 048/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:41,  1.44it/s, loss=0.762, pair=0.007, adv=4.324, sprd=0.025]
Ep 048/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:41,  1.44it/s, loss=0.722, pair=0.001, adv=3.849, sprd=0.016]
Ep 048/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:26,  1.54it/s, loss=0.722, pair=0.001, adv=3.849, sprd=0.016]
Ep 048/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:26,  1.54it/s, loss=0.748, pair=0.005, adv=3.907, sprd=0.021]
Ep 048/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:36,  1.46it/s, loss=0.748, pair=0.005, adv=3.907, sprd=0.021]
Ep 048/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:36,  1.46it/s, loss=0.725, pair=0.002, adv=3.926, sprd=0.017]
Ep 048/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:22,  1.56it/s, loss=0.725, pair=0.002, adv=3.926, sprd=0.017]
Ep 048/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:22,  1.56it/s, loss=0.756, pair=0.010, adv=3.940, sprd=0.023]
Ep 048/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:33,  1.47it/s, loss=0.756, pair=0.010, adv=3.940, sprd=0.023]
Ep 048/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:33,  1.47it/s, loss=0.744, pair=0.010, adv=4.339, sprd=0.021]
Ep 048/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:22,  1.55it/s, loss=0.744, pair=0.010, adv=4.339, sprd=0.021]
Ep 048/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:22,  1.55it/s, loss=0.743, pair=0.004, adv=4.011, sprd=0.020]
Ep 048/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:34,  1.46it/s, loss=0.743, pair=0.004, adv=4.011, sprd=0.020]
Ep 048/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:34,  1.46it/s, loss=0.743, pair=0.006, adv=4.197, sprd=0.022]
Ep 048/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:24,  1.52it/s, loss=0.743, pair=0.006, adv=4.197, sprd=0.022]
Ep 048/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:24,  1.52it/s, loss=0.760, pair=0.005, adv=3.955, sprd=0.025]
Ep 048/60 [S3:+sens]:   7%|▏  | 23/333 [00:15<03:34,  1.45it/s, loss=0.760, pair=0.005, adv=3.955, sprd=0.025]
Ep 048/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:34,  1.45it/s, loss=0.772, pair=0.008, adv=4.057, sprd=0.027]
Ep 048/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:27,  1.49it/s, loss=0.772, pair=0.008, adv=4.057, sprd=0.027]
Ep 048/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:27,  1.49it/s, loss=0.758, pair=0.005, adv=3.873, sprd=0.024]
Ep 048/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:45,  1.36it/s, loss=0.758, pair=0.005, adv=3.873, sprd=0.024]
Ep 048/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:45,  1.36it/s, loss=0.746, pair=0.002, adv=4.137, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:31,  1.45it/s, loss=0.746, pair=0.002, adv=4.137, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:31,  1.45it/s, loss=0.738, pair=0.004, adv=4.188, sprd=0.021]
Ep 048/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:34,  1.42it/s, loss=0.738, pair=0.004, adv=4.188, sprd=0.021]
Ep 048/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.42it/s, loss=0.739, pair=0.004, adv=4.021, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:23,  1.50it/s, loss=0.739, pair=0.004, adv=4.021, sprd=0.020]
Ep 048/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:23,  1.50it/s, loss=0.752, pair=0.003, adv=3.988, sprd=0.022]
Ep 048/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.42it/s, loss=0.752, pair=0.003, adv=3.988, sprd=0.022]
Ep 048/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.42it/s, loss=0.744, pair=0.003, adv=3.872, sprd=0.020]
Ep 048/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:21,  1.50it/s, loss=0.744, pair=0.003, adv=3.872, sprd=0.020]
Ep 048/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:21,  1.50it/s, loss=0.740, pair=0.006, adv=4.266, sprd=0.023]
Ep 048/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:35,  1.40it/s, loss=0.740, pair=0.006, adv=4.266, sprd=0.023]
Ep 048/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:35,  1.40it/s, loss=0.734, pair=0.007, adv=3.975, sprd=0.019]
Ep 048/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.734, pair=0.007, adv=3.975, sprd=0.019]
Ep 048/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.766, pair=0.005, adv=3.894, sprd=0.026]
Ep 048/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:30,  1.43it/s, loss=0.766, pair=0.005, adv=3.894, sprd=0.026]
Ep 048/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:30,  1.43it/s, loss=0.748, pair=0.003, adv=3.946, sprd=0.023]
Ep 048/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:20,  1.49it/s, loss=0.748, pair=0.003, adv=3.946, sprd=0.023]
Ep 048/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:20,  1.49it/s, loss=0.766, pair=0.003, adv=4.545, sprd=0.026]
Ep 048/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:27,  1.44it/s, loss=0.766, pair=0.003, adv=4.545, sprd=0.026]
Ep 048/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:27,  1.44it/s, loss=0.745, pair=0.004, adv=3.904, sprd=0.022]
Ep 048/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:17,  1.51it/s, loss=0.745, pair=0.004, adv=3.904, sprd=0.022]
Ep 048/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.51it/s, loss=0.759, pair=0.004, adv=4.117, sprd=0.025]
Ep 048/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:20,  1.48it/s, loss=0.759, pair=0.004, adv=4.117, sprd=0.025]
Ep 048/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:20,  1.48it/s, loss=0.713, pair=0.001, adv=3.725, sprd=0.015]
Ep 048/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:07,  1.57it/s, loss=0.713, pair=0.001, adv=3.725, sprd=0.015]
Ep 048/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:07,  1.57it/s, loss=0.756, pair=0.004, adv=3.938, sprd=0.025]
Ep 048/60 [S3:+sens]:  12%|▎  | 39/333 [00:26<03:26,  1.42it/s, loss=0.756, pair=0.004, adv=3.938, sprd=0.025]
Ep 048/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:26,  1.42it/s, loss=0.771, pair=0.003, adv=4.063, sprd=0.028]
Ep 048/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:18,  1.48it/s, loss=0.771, pair=0.003, adv=4.063, sprd=0.028]
Ep 048/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:18,  1.48it/s, loss=0.744, pair=0.002, adv=4.251, sprd=0.021]
Ep 048/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:33,  1.37it/s, loss=0.744, pair=0.002, adv=4.251, sprd=0.021]
Ep 048/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:33,  1.37it/s, loss=0.735, pair=0.002, adv=3.946, sprd=0.021]
Ep 048/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.735, pair=0.002, adv=3.946, sprd=0.021]
Ep 048/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:19,  1.46it/s, loss=0.744, pair=0.003, adv=4.206, sprd=0.019]
Ep 048/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:24,  1.42it/s, loss=0.744, pair=0.003, adv=4.206, sprd=0.019]
Ep 048/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:24,  1.42it/s, loss=0.762, pair=0.004, adv=3.887, sprd=0.027]
Ep 048/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:15,  1.48it/s, loss=0.762, pair=0.004, adv=3.887, sprd=0.027]
Ep 048/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:15,  1.48it/s, loss=0.725, pair=0.000, adv=3.702, sprd=0.016]
Ep 048/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:28,  1.38it/s, loss=0.725, pair=0.000, adv=3.702, sprd=0.016]
Ep 048/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:28,  1.38it/s, loss=0.764, pair=0.000, adv=3.859, sprd=0.025]
Ep 048/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:18,  1.45it/s, loss=0.764, pair=0.000, adv=3.859, sprd=0.025]
Ep 048/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:18,  1.45it/s, loss=0.759, pair=0.000, adv=3.940, sprd=0.025]
Ep 048/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:23,  1.41it/s, loss=0.759, pair=0.000, adv=3.940, sprd=0.025]
Ep 048/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:23,  1.41it/s, loss=0.758, pair=0.000, adv=4.039, sprd=0.025]
Ep 048/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.47it/s, loss=0.758, pair=0.000, adv=4.039, sprd=0.025]
Ep 048/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.47it/s, loss=0.755, pair=0.000, adv=4.073, sprd=0.025]
Ep 048/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:21,  1.41it/s, loss=0.755, pair=0.000, adv=4.073, sprd=0.025]
Ep 048/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:21,  1.41it/s, loss=0.757, pair=0.002, adv=3.694, sprd=0.021]
Ep 048/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:11,  1.48it/s, loss=0.757, pair=0.002, adv=3.694, sprd=0.021]
Ep 048/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:11,  1.48it/s, loss=0.743, pair=0.005, adv=4.160, sprd=0.022]
Ep 048/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.743, pair=0.005, adv=4.160, sprd=0.022]
Ep 048/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.750, pair=0.000, adv=3.888, sprd=0.022]
Ep 048/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:08,  1.49it/s, loss=0.750, pair=0.000, adv=3.888, sprd=0.022]
Ep 048/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:08,  1.49it/s, loss=0.753, pair=0.000, adv=3.954, sprd=0.022]
Ep 048/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.753, pair=0.000, adv=3.954, sprd=0.022]
Ep 048/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.738, pair=0.000, adv=3.611, sprd=0.018]
Ep 048/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.51it/s, loss=0.738, pair=0.000, adv=3.611, sprd=0.018]
Ep 048/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.51it/s, loss=0.740, pair=0.004, adv=3.740, sprd=0.022]
Ep 048/60 [S3:+sens]:  17%|▍  | 55/333 [00:37<03:08,  1.47it/s, loss=0.740, pair=0.004, adv=3.740, sprd=0.022]
Ep 048/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:08,  1.47it/s, loss=0.729, pair=0.000, adv=3.737, sprd=0.016]
Ep 048/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<02:59,  1.55it/s, loss=0.729, pair=0.000, adv=3.737, sprd=0.016]
Ep 048/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<02:59,  1.55it/s, loss=0.738, pair=0.000, adv=3.695, sprd=0.019]
Ep 048/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:06,  1.48it/s, loss=0.738, pair=0.000, adv=3.695, sprd=0.019]
Ep 048/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:06,  1.48it/s, loss=0.743, pair=0.000, adv=4.089, sprd=0.022]
Ep 048/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<02:58,  1.54it/s, loss=0.743, pair=0.000, adv=4.089, sprd=0.022]
Ep 048/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<02:58,  1.54it/s, loss=0.767, pair=0.001, adv=4.382, sprd=0.026]
Ep 048/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:13,  1.42it/s, loss=0.767, pair=0.001, adv=4.382, sprd=0.026]
Ep 048/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:13,  1.42it/s, loss=0.747, pair=0.000, adv=4.122, sprd=0.020]
Ep 048/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:01,  1.51it/s, loss=0.747, pair=0.000, adv=4.122, sprd=0.020]
Ep 048/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:01,  1.51it/s, loss=0.752, pair=0.000, adv=4.212, sprd=0.023]
Ep 048/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.752, pair=0.000, adv=4.212, sprd=0.023]
Ep 048/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.716, pair=0.001, adv=3.451, sprd=0.014]
Ep 048/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:55,  1.55it/s, loss=0.716, pair=0.001, adv=3.451, sprd=0.014]
Ep 048/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:55,  1.55it/s, loss=0.758, pair=0.000, adv=4.022, sprd=0.024]
Ep 048/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:05,  1.45it/s, loss=0.758, pair=0.000, adv=4.022, sprd=0.024]
Ep 048/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:05,  1.45it/s, loss=0.745, pair=0.000, adv=4.246, sprd=0.021]
Ep 048/60 [S3:+sens]:  19%|▌  | 64/333 [00:43<02:57,  1.51it/s, loss=0.745, pair=0.000, adv=4.246, sprd=0.021]
Ep 048/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:57,  1.51it/s, loss=0.777, pair=0.000, adv=4.193, sprd=0.030]
Ep 048/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:07,  1.43it/s, loss=0.777, pair=0.000, adv=4.193, sprd=0.030]
Ep 048/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.758, pair=0.000, adv=3.861, sprd=0.025]
Ep 048/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:58,  1.50it/s, loss=0.758, pair=0.000, adv=3.861, sprd=0.025]
Ep 048/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:58,  1.50it/s, loss=0.751, pair=0.000, adv=4.025, sprd=0.024]
Ep 048/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.44it/s, loss=0.751, pair=0.000, adv=4.025, sprd=0.024]
Ep 048/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.44it/s, loss=0.748, pair=0.000, adv=3.555, sprd=0.019]
Ep 048/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:56,  1.50it/s, loss=0.748, pair=0.000, adv=3.555, sprd=0.019]
Ep 048/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:56,  1.50it/s, loss=0.746, pair=0.000, adv=3.783, sprd=0.021]
Ep 048/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:00,  1.46it/s, loss=0.746, pair=0.000, adv=3.783, sprd=0.021]
Ep 048/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:00,  1.46it/s, loss=0.742, pair=0.000, adv=3.912, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:52,  1.53it/s, loss=0.742, pair=0.000, adv=3.912, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:52,  1.53it/s, loss=0.731, pair=0.000, adv=4.004, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<02:57,  1.47it/s, loss=0.731, pair=0.000, adv=4.004, sprd=0.020]
Ep 048/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<02:57,  1.47it/s, loss=0.745, pair=0.000, adv=4.051, sprd=0.022]
Ep 048/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:48,  1.55it/s, loss=0.745, pair=0.000, adv=4.051, sprd=0.022]
Ep 048/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:48,  1.55it/s, loss=0.748, pair=0.000, adv=4.169, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.42it/s, loss=0.748, pair=0.000, adv=4.169, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.42it/s, loss=0.755, pair=0.000, adv=4.191, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:53,  1.49it/s, loss=0.755, pair=0.000, adv=4.191, sprd=0.023]
Ep 048/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:53,  1.49it/s, loss=0.733, pair=0.000, adv=3.835, sprd=0.019]
Ep 048/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:03,  1.41it/s, loss=0.733, pair=0.000, adv=3.835, sprd=0.019]
Ep 048/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.763, pair=0.000, adv=3.976, sprd=0.027]
Ep 048/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:54,  1.47it/s, loss=0.763, pair=0.000, adv=3.976, sprd=0.027]
Ep 048/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:54,  1.47it/s, loss=0.817, pair=0.000, adv=3.781, sprd=0.022]
Ep 048/60 [S3:+sens]:  23%|▋  | 77/333 [00:52<02:57,  1.44it/s, loss=0.817, pair=0.000, adv=3.781, sprd=0.022]
Ep 048/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:57,  1.44it/s, loss=0.747, pair=0.000, adv=3.879, sprd=0.022]
Ep 048/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:49,  1.50it/s, loss=0.747, pair=0.000, adv=3.879, sprd=0.022]
Ep 048/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.50it/s, loss=0.740, pair=0.000, adv=3.798, sprd=0.020]
Ep 048/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:57,  1.43it/s, loss=0.740, pair=0.000, adv=3.798, sprd=0.020]
Ep 048/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:57,  1.43it/s, loss=0.745, pair=0.000, adv=3.705, sprd=0.021]
Ep 048/60 [S3:+sens]:  24%|▋  | 80/333 [00:54<02:48,  1.50it/s, loss=0.745, pair=0.000, adv=3.705, sprd=0.021]
Ep 048/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.772, pair=0.000, adv=3.955, sprd=0.027]
Ep 048/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:57,  1.42it/s, loss=0.772, pair=0.000, adv=3.955, sprd=0.027]
Ep 048/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.764, pair=0.000, adv=4.170, sprd=0.025]
Ep 048/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.764, pair=0.000, adv=4.170, sprd=0.025]
Ep 048/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.753, pair=0.000, adv=3.777, sprd=0.023]
Ep 048/60 [S3:+sens]:  25%|▋  | 83/333 [00:56<02:53,  1.44it/s, loss=0.753, pair=0.000, adv=3.777, sprd=0.023]
Ep 048/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:53,  1.44it/s, loss=0.756, pair=0.003, adv=4.241, sprd=0.024]
Ep 048/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:45,  1.51it/s, loss=0.756, pair=0.003, adv=4.241, sprd=0.024]
Ep 048/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:45,  1.51it/s, loss=0.749, pair=0.000, adv=4.067, sprd=0.024]
Ep 048/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:53,  1.43it/s, loss=0.749, pair=0.000, adv=4.067, sprd=0.024]
Ep 048/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:53,  1.43it/s, loss=0.732, pair=0.000, adv=3.771, sprd=0.019]
Ep 048/60 [S3:+sens]:  26%|▊  | 86/333 [00:58<02:44,  1.50it/s, loss=0.732, pair=0.000, adv=3.771, sprd=0.019]
Ep 048/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:44,  1.50it/s, loss=0.741, pair=0.000, adv=3.791, sprd=0.021]
Ep 048/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:57,  1.39it/s, loss=0.741, pair=0.000, adv=3.791, sprd=0.021]
Ep 048/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:57,  1.39it/s, loss=0.748, pair=0.000, adv=4.023, sprd=0.023]
Ep 048/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:46,  1.47it/s, loss=0.748, pair=0.000, adv=4.023, sprd=0.023]
Ep 048/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:46,  1.47it/s, loss=0.737, pair=0.000, adv=3.789, sprd=0.019]
Ep 048/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.42it/s, loss=0.737, pair=0.000, adv=3.789, sprd=0.019]
Ep 048/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.42it/s, loss=0.766, pair=0.001, adv=4.185, sprd=0.026]
Ep 048/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:45,  1.47it/s, loss=0.766, pair=0.001, adv=4.185, sprd=0.026]
Ep 048/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:45,  1.47it/s, loss=0.760, pair=0.000, adv=4.441, sprd=0.026]
Ep 048/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:51,  1.41it/s, loss=0.760, pair=0.000, adv=4.441, sprd=0.026]
Ep 048/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:51,  1.41it/s, loss=0.751, pair=0.000, adv=4.290, sprd=0.023]
Ep 048/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.751, pair=0.000, adv=4.290, sprd=0.023]
Ep 048/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.48it/s, loss=0.744, pair=0.000, adv=4.393, sprd=0.021]
Ep 048/60 [S3:+sens]:  28%|▊  | 93/333 [01:03<02:46,  1.44it/s, loss=0.744, pair=0.000, adv=4.393, sprd=0.021]
Ep 048/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:46,  1.44it/s, loss=0.762, pair=0.000, adv=4.126, sprd=0.027]
Ep 048/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:38,  1.51it/s, loss=0.762, pair=0.000, adv=4.126, sprd=0.027]
Ep 048/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:38,  1.51it/s, loss=0.737, pair=0.001, adv=3.904, sprd=0.019]
Ep 048/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:41,  1.47it/s, loss=0.737, pair=0.001, adv=3.904, sprd=0.019]
Ep 048/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:41,  1.47it/s, loss=0.766, pair=0.000, adv=4.277, sprd=0.028]
Ep 048/60 [S3:+sens]:  29%|▊  | 96/333 [01:05<02:35,  1.52it/s, loss=0.766, pair=0.000, adv=4.277, sprd=0.028]
Ep 048/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:35,  1.52it/s, loss=0.744, pair=0.002, adv=4.026, sprd=0.021]
Ep 048/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:39,  1.48it/s, loss=0.744, pair=0.002, adv=4.026, sprd=0.021]
Ep 048/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:39,  1.48it/s, loss=0.772, pair=0.000, adv=4.230, sprd=0.030]
Ep 048/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:35,  1.51it/s, loss=0.772, pair=0.000, adv=4.230, sprd=0.030]
Ep 048/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:35,  1.51it/s, loss=0.750, pair=0.000, adv=4.272, sprd=0.023]
Ep 048/60 [S3:+sens]:  30%|▉  | 99/333 [01:07<02:43,  1.43it/s, loss=0.750, pair=0.000, adv=4.272, sprd=0.023]
Ep 048/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.766, pair=0.000, adv=4.175, sprd=0.025]
Ep 048/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:36,  1.49it/s, loss=0.766, pair=0.000, adv=4.175, sprd=0.025]
Ep 048/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.49it/s, loss=0.783, pair=0.000, adv=4.077, sprd=0.031]
Ep 048/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:41,  1.43it/s, loss=0.783, pair=0.000, adv=4.077, sprd=0.031]
Ep 048/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:41,  1.43it/s, loss=0.730, pair=0.000, adv=4.096, sprd=0.018]
Ep 048/60 [S3:+sens]:  31%|▌ | 102/333 [01:09<02:32,  1.52it/s, loss=0.730, pair=0.000, adv=4.096, sprd=0.018]
Ep 048/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.771, pair=0.000, adv=3.865, sprd=0.028]
Ep 048/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:39,  1.44it/s, loss=0.771, pair=0.000, adv=3.865, sprd=0.028]
Ep 048/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.751, pair=0.006, adv=3.989, sprd=0.023]
Ep 048/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.751, pair=0.006, adv=3.989, sprd=0.023]
Ep 048/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:32,  1.50it/s, loss=0.744, pair=0.000, adv=3.871, sprd=0.021]
Ep 048/60 [S3:+sens]:  32%|▋ | 105/333 [01:11<02:38,  1.44it/s, loss=0.744, pair=0.000, adv=3.871, sprd=0.021]
Ep 048/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.755, pair=0.000, adv=4.144, sprd=0.023]
Ep 048/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:30,  1.51it/s, loss=0.755, pair=0.000, adv=4.144, sprd=0.023]
Ep 048/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:30,  1.51it/s, loss=0.750, pair=0.003, adv=3.803, sprd=0.021]
Ep 048/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:36,  1.44it/s, loss=0.750, pair=0.003, adv=3.803, sprd=0.021]
Ep 048/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:36,  1.44it/s, loss=0.750, pair=0.002, adv=4.062, sprd=0.024]
Ep 048/60 [S3:+sens]:  32%|▋ | 108/333 [01:13<02:30,  1.50it/s, loss=0.750, pair=0.002, adv=4.062, sprd=0.024]
Ep 048/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:30,  1.50it/s, loss=0.736, pair=0.003, adv=3.679, sprd=0.019]
Ep 048/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:33,  1.46it/s, loss=0.736, pair=0.003, adv=3.679, sprd=0.019]
Ep 048/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.739, pair=0.003, adv=3.807, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:26,  1.52it/s, loss=0.739, pair=0.003, adv=3.807, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:26,  1.52it/s, loss=0.746, pair=0.005, adv=4.218, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 111/333 [01:15<02:30,  1.48it/s, loss=0.746, pair=0.005, adv=4.218, sprd=0.021]
Ep 048/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:30,  1.48it/s, loss=0.740, pair=0.003, adv=3.619, sprd=0.019]
Ep 048/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:24,  1.53it/s, loss=0.740, pair=0.003, adv=3.619, sprd=0.019]
Ep 048/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:24,  1.53it/s, loss=0.759, pair=0.000, adv=4.094, sprd=0.024]
Ep 048/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.45it/s, loss=0.759, pair=0.000, adv=4.094, sprd=0.024]
Ep 048/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.45it/s, loss=0.737, pair=0.000, adv=3.935, sprd=0.021]
Ep 048/60 [S3:+sens]:  34%|▋ | 114/333 [01:17<02:22,  1.53it/s, loss=0.737, pair=0.000, adv=3.935, sprd=0.021]
Ep 048/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:22,  1.53it/s, loss=0.740, pair=0.000, adv=4.154, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 115/333 [01:18<02:28,  1.47it/s, loss=0.740, pair=0.000, adv=4.154, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:28,  1.47it/s, loss=0.735, pair=0.000, adv=3.881, sprd=0.020]
Ep 048/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:20,  1.55it/s, loss=0.735, pair=0.000, adv=3.881, sprd=0.020]
Ep 048/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:20,  1.55it/s, loss=0.750, pair=0.000, adv=4.016, sprd=0.022]
Ep 048/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:27,  1.46it/s, loss=0.750, pair=0.000, adv=4.016, sprd=0.022]
Ep 048/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:27,  1.46it/s, loss=0.746, pair=0.000, adv=3.802, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 118/333 [01:20<02:20,  1.53it/s, loss=0.746, pair=0.000, adv=3.802, sprd=0.021]
Ep 048/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:20,  1.53it/s, loss=0.758, pair=0.000, adv=3.910, sprd=0.022]
Ep 048/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:27,  1.45it/s, loss=0.758, pair=0.000, adv=3.910, sprd=0.022]
Ep 048/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:27,  1.45it/s, loss=0.755, pair=0.000, adv=4.243, sprd=0.024]
Ep 048/60 [S3:+sens]:  36%|▋ | 120/333 [01:21<02:20,  1.51it/s, loss=0.755, pair=0.000, adv=4.243, sprd=0.024]
Ep 048/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:20,  1.51it/s, loss=0.760, pair=0.001, adv=3.910, sprd=0.024]
Ep 048/60 [S3:+sens]:  36%|▋ | 121/333 [01:22<02:29,  1.42it/s, loss=0.760, pair=0.001, adv=3.910, sprd=0.024]
Ep 048/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:29,  1.42it/s, loss=0.768, pair=0.000, adv=4.036, sprd=0.027]
Ep 048/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:22,  1.48it/s, loss=0.768, pair=0.000, adv=4.036, sprd=0.027]
Ep 048/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.48it/s, loss=0.741, pair=0.000, adv=3.744, sprd=0.021]
Ep 048/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:27,  1.43it/s, loss=0.741, pair=0.000, adv=3.744, sprd=0.021]
Ep 048/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:27,  1.43it/s, loss=0.762, pair=0.000, adv=3.539, sprd=0.028]
Ep 048/60 [S3:+sens]:  37%|▋ | 124/333 [01:24<02:21,  1.48it/s, loss=0.762, pair=0.000, adv=3.539, sprd=0.028]
Ep 048/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:21,  1.48it/s, loss=0.751, pair=0.005, adv=3.648, sprd=0.022]
Ep 048/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:24,  1.44it/s, loss=0.751, pair=0.005, adv=3.648, sprd=0.022]
Ep 048/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.742, pair=0.005, adv=4.251, sprd=0.021]
Ep 048/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:16,  1.52it/s, loss=0.742, pair=0.005, adv=4.251, sprd=0.021]
Ep 048/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:16,  1.52it/s, loss=0.765, pair=0.001, adv=4.060, sprd=0.027]
Ep 048/60 [S3:+sens]:  38%|▊ | 127/333 [01:26<02:22,  1.44it/s, loss=0.765, pair=0.001, adv=4.060, sprd=0.027]
Ep 048/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:22,  1.44it/s, loss=0.749, pair=0.000, adv=3.886, sprd=0.023]
Ep 048/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:16,  1.50it/s, loss=0.749, pair=0.000, adv=3.886, sprd=0.023]
Ep 048/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.757, pair=0.002, adv=3.897, sprd=0.024]
Ep 048/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:21,  1.44it/s, loss=0.757, pair=0.002, adv=3.897, sprd=0.024]
Ep 048/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:21,  1.44it/s, loss=0.744, pair=0.008, adv=3.612, sprd=0.019]
Ep 048/60 [S3:+sens]:  39%|▊ | 130/333 [01:28<02:12,  1.53it/s, loss=0.744, pair=0.008, adv=3.612, sprd=0.019]
Ep 048/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:12,  1.53it/s, loss=0.750, pair=0.003, adv=3.987, sprd=0.024]
Ep 048/60 [S3:+sens]:  39%|▊ | 131/333 [01:29<02:19,  1.45it/s, loss=0.750, pair=0.003, adv=3.987, sprd=0.024]
Ep 048/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:19,  1.45it/s, loss=0.750, pair=0.001, adv=3.759, sprd=0.022]
Ep 048/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:13,  1.50it/s, loss=0.750, pair=0.001, adv=3.759, sprd=0.022]
Ep 048/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:13,  1.50it/s, loss=0.776, pair=0.000, adv=3.945, sprd=0.028]
Ep 048/60 [S3:+sens]:  40%|▊ | 133/333 [01:30<02:20,  1.42it/s, loss=0.776, pair=0.000, adv=3.945, sprd=0.028]
Ep 048/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:20,  1.42it/s, loss=0.771, pair=0.000, adv=3.948, sprd=0.025]
Ep 048/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:14,  1.48it/s, loss=0.771, pair=0.000, adv=3.948, sprd=0.025]
Ep 048/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:14,  1.48it/s, loss=0.759, pair=0.002, adv=3.744, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:18,  1.42it/s, loss=0.759, pair=0.002, adv=3.744, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:18,  1.42it/s, loss=0.751, pair=0.000, adv=3.969, sprd=0.021]
Ep 048/60 [S3:+sens]:  41%|▊ | 136/333 [01:32<02:11,  1.49it/s, loss=0.751, pair=0.000, adv=3.969, sprd=0.021]
Ep 048/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:11,  1.49it/s, loss=0.748, pair=0.003, adv=3.819, sprd=0.022]
Ep 048/60 [S3:+sens]:  41%|▊ | 137/333 [01:33<02:16,  1.43it/s, loss=0.748, pair=0.003, adv=3.819, sprd=0.022]
Ep 048/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:16,  1.43it/s, loss=0.748, pair=0.000, adv=4.122, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:10,  1.50it/s, loss=0.748, pair=0.000, adv=4.122, sprd=0.023]
Ep 048/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.50it/s, loss=0.744, pair=0.000, adv=4.126, sprd=0.020]
Ep 048/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:13,  1.45it/s, loss=0.744, pair=0.000, adv=4.126, sprd=0.020]
Ep 048/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:13,  1.45it/s, loss=0.748, pair=0.000, adv=3.868, sprd=0.022]
Ep 048/60 [S3:+sens]:  42%|▊ | 140/333 [01:35<02:08,  1.50it/s, loss=0.748, pair=0.000, adv=3.868, sprd=0.022]
Ep 048/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:08,  1.50it/s, loss=0.739, pair=0.001, adv=3.556, sprd=0.018]
Ep 048/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:12,  1.45it/s, loss=0.739, pair=0.001, adv=3.556, sprd=0.018]
Ep 048/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:12,  1.45it/s, loss=0.727, pair=0.003, adv=3.757, sprd=0.018]
Ep 048/60 [S3:+sens]:  43%|▊ | 142/333 [01:36<02:05,  1.52it/s, loss=0.727, pair=0.003, adv=3.757, sprd=0.018]
Ep 048/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:05,  1.52it/s, loss=0.752, pair=0.000, adv=4.093, sprd=0.022]
Ep 048/60 [S3:+sens]:  43%|▊ | 143/333 [01:37<02:10,  1.46it/s, loss=0.752, pair=0.000, adv=4.093, sprd=0.022]
Ep 048/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:10,  1.46it/s, loss=0.754, pair=0.003, adv=3.763, sprd=0.023]
Ep 048/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:05,  1.51it/s, loss=0.754, pair=0.003, adv=3.763, sprd=0.023]
Ep 048/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:05,  1.51it/s, loss=0.798, pair=0.000, adv=3.537, sprd=0.017]
Ep 048/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:09,  1.45it/s, loss=0.798, pair=0.000, adv=3.537, sprd=0.017]
Ep 048/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:09,  1.45it/s, loss=0.745, pair=0.000, adv=4.124, sprd=0.021]
Ep 048/60 [S3:+sens]:  44%|▉ | 146/333 [01:39<02:04,  1.51it/s, loss=0.745, pair=0.000, adv=4.124, sprd=0.021]
Ep 048/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.51it/s, loss=0.827, pair=0.000, adv=3.960, sprd=0.024]
Ep 048/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:08,  1.45it/s, loss=0.827, pair=0.000, adv=3.960, sprd=0.024]
Ep 048/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:08,  1.45it/s, loss=0.738, pair=0.003, adv=4.110, sprd=0.021]
Ep 048/60 [S3:+sens]:  44%|▉ | 148/333 [01:40<02:00,  1.53it/s, loss=0.738, pair=0.003, adv=4.110, sprd=0.021]
Ep 048/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:00,  1.53it/s, loss=0.753, pair=0.000, adv=4.186, sprd=0.023]
Ep 048/60 [S3:+sens]:  45%|▉ | 149/333 [01:41<02:05,  1.46it/s, loss=0.753, pair=0.000, adv=4.186, sprd=0.023]
Ep 048/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:05,  1.46it/s, loss=0.739, pair=0.001, adv=3.953, sprd=0.020]
Ep 048/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<01:59,  1.54it/s, loss=0.739, pair=0.001, adv=3.953, sprd=0.020]
Ep 048/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<01:59,  1.54it/s, loss=0.733, pair=0.000, adv=3.730, sprd=0.020]
Ep 048/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:05,  1.45it/s, loss=0.733, pair=0.000, adv=3.730, sprd=0.020]
Ep 048/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:05,  1.45it/s, loss=0.803, pair=0.106, adv=3.754, sprd=0.027]
Ep 048/60 [S3:+sens]:  46%|▉ | 152/333 [01:43<02:00,  1.50it/s, loss=0.803, pair=0.106, adv=3.754, sprd=0.027]
Ep 048/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.762, pair=0.000, adv=4.182, sprd=0.026]
Ep 048/60 [S3:+sens]:  46%|▉ | 153/333 [01:44<02:07,  1.42it/s, loss=0.762, pair=0.000, adv=4.182, sprd=0.026]
Ep 048/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:07,  1.42it/s, loss=0.743, pair=0.002, adv=4.134, sprd=0.021]
Ep 048/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.49it/s, loss=0.743, pair=0.002, adv=4.134, sprd=0.021]
Ep 048/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.49it/s, loss=0.738, pair=0.005, adv=3.765, sprd=0.017]
Ep 048/60 [S3:+sens]:  47%|▉ | 155/333 [01:45<02:09,  1.37it/s, loss=0.738, pair=0.005, adv=3.765, sprd=0.017]
Ep 048/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:09,  1.37it/s, loss=0.761, pair=0.001, adv=3.984, sprd=0.024]
Ep 048/60 [S3:+sens]:  47%|▉ | 156/333 [01:46<02:02,  1.44it/s, loss=0.761, pair=0.001, adv=3.984, sprd=0.024]
Ep 048/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:02,  1.44it/s, loss=0.725, pair=0.003, adv=3.728, sprd=0.017]
Ep 048/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:05,  1.40it/s, loss=0.725, pair=0.003, adv=3.728, sprd=0.017]
Ep 048/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:05,  1.40it/s, loss=0.770, pair=0.000, adv=4.171, sprd=0.027]
Ep 048/60 [S3:+sens]:  47%|▉ | 158/333 [01:47<01:59,  1.47it/s, loss=0.770, pair=0.000, adv=4.171, sprd=0.027]
Ep 048/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:59,  1.47it/s, loss=0.767, pair=0.000, adv=3.829, sprd=0.026]
Ep 048/60 [S3:+sens]:  48%|▉ | 159/333 [01:48<02:03,  1.41it/s, loss=0.767, pair=0.000, adv=3.829, sprd=0.026]
Ep 048/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:03,  1.41it/s, loss=0.748, pair=0.006, adv=3.775, sprd=0.022]
Ep 048/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:55,  1.50it/s, loss=0.748, pair=0.006, adv=3.775, sprd=0.022]
Ep 048/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.771, pair=0.000, adv=3.992, sprd=0.029]
Ep 048/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.42it/s, loss=0.771, pair=0.000, adv=3.992, sprd=0.029]
Ep 048/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.42it/s, loss=0.759, pair=0.000, adv=3.781, sprd=0.024]
Ep 048/60 [S3:+sens]:  49%|▉ | 162/333 [01:50<01:54,  1.49it/s, loss=0.759, pair=0.000, adv=3.781, sprd=0.024]
Ep 048/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.735, pair=0.006, adv=4.211, sprd=0.019]
Ep 048/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<01:56,  1.46it/s, loss=0.735, pair=0.006, adv=4.211, sprd=0.019]
Ep 048/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<01:56,  1.46it/s, loss=0.749, pair=0.000, adv=4.113, sprd=0.021]
Ep 048/60 [S3:+sens]:  49%|▉ | 164/333 [01:51<01:51,  1.52it/s, loss=0.749, pair=0.000, adv=4.113, sprd=0.021]
Ep 048/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:51,  1.52it/s, loss=0.720, pair=0.005, adv=3.469, sprd=0.017]
Ep 048/60 [S3:+sens]:  50%|▉ | 165/333 [01:52<01:59,  1.41it/s, loss=0.720, pair=0.005, adv=3.469, sprd=0.017]
Ep 048/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.41it/s, loss=0.749, pair=0.002, adv=4.174, sprd=0.022]
Ep 048/60 [S3:+sens]:  50%|▉ | 166/333 [01:53<01:52,  1.48it/s, loss=0.749, pair=0.002, adv=4.174, sprd=0.022]
Ep 048/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.48it/s, loss=0.747, pair=0.000, adv=3.930, sprd=0.024]
Ep 048/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:56,  1.43it/s, loss=0.747, pair=0.000, adv=3.930, sprd=0.024]
Ep 048/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:56,  1.43it/s, loss=0.741, pair=0.000, adv=3.670, sprd=0.019]
Ep 048/60 [S3:+sens]:  50%|█ | 168/333 [01:54<01:48,  1.53it/s, loss=0.741, pair=0.000, adv=3.670, sprd=0.019]
Ep 048/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:48,  1.53it/s, loss=0.738, pair=0.000, adv=3.853, sprd=0.020]
Ep 048/60 [S3:+sens]:  51%|█ | 169/333 [01:55<01:51,  1.47it/s, loss=0.738, pair=0.000, adv=3.853, sprd=0.020]
Ep 048/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:51,  1.47it/s, loss=0.761, pair=0.000, adv=4.076, sprd=0.024]
Ep 048/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:46,  1.53it/s, loss=0.761, pair=0.000, adv=4.076, sprd=0.024]
Ep 048/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:46,  1.53it/s, loss=0.740, pair=0.001, adv=3.801, sprd=0.021]
Ep 048/60 [S3:+sens]:  51%|█ | 171/333 [01:56<01:52,  1.44it/s, loss=0.740, pair=0.001, adv=3.801, sprd=0.021]
Ep 048/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.750, pair=0.000, adv=3.813, sprd=0.023]
Ep 048/60 [S3:+sens]:  52%|█ | 172/333 [01:57<01:47,  1.49it/s, loss=0.750, pair=0.000, adv=3.813, sprd=0.023]
Ep 048/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.49it/s, loss=0.719, pair=0.000, adv=3.873, sprd=0.016]
Ep 048/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:50,  1.45it/s, loss=0.719, pair=0.000, adv=3.873, sprd=0.016]
Ep 048/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:50,  1.45it/s, loss=0.736, pair=0.005, adv=3.867, sprd=0.019]
Ep 048/60 [S3:+sens]:  52%|█ | 174/333 [01:58<01:44,  1.52it/s, loss=0.736, pair=0.005, adv=3.867, sprd=0.019]
Ep 048/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:44,  1.52it/s, loss=0.756, pair=0.000, adv=3.774, sprd=0.023]
Ep 048/60 [S3:+sens]:  53%|█ | 175/333 [01:59<01:48,  1.45it/s, loss=0.756, pair=0.000, adv=3.774, sprd=0.023]
Ep 048/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:48,  1.45it/s, loss=0.733, pair=0.000, adv=3.995, sprd=0.017]
Ep 048/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:42,  1.53it/s, loss=0.733, pair=0.000, adv=3.995, sprd=0.017]
Ep 048/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:42,  1.53it/s, loss=0.765, pair=0.000, adv=3.821, sprd=0.027]
Ep 048/60 [S3:+sens]:  53%|█ | 177/333 [02:00<01:47,  1.45it/s, loss=0.765, pair=0.000, adv=3.821, sprd=0.027]
Ep 048/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:47,  1.45it/s, loss=0.754, pair=0.000, adv=4.086, sprd=0.025]
Ep 048/60 [S3:+sens]:  53%|█ | 178/333 [02:01<01:42,  1.51it/s, loss=0.754, pair=0.000, adv=4.086, sprd=0.025]
Ep 048/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:42,  1.51it/s, loss=0.799, pair=0.000, adv=3.552, sprd=0.016]
Ep 048/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:46,  1.45it/s, loss=0.799, pair=0.000, adv=3.552, sprd=0.016]
Ep 048/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:46,  1.45it/s, loss=0.750, pair=0.000, adv=3.633, sprd=0.024]
Ep 048/60 [S3:+sens]:  54%|█ | 180/333 [02:02<01:40,  1.52it/s, loss=0.750, pair=0.000, adv=3.633, sprd=0.024]
Ep 048/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:40,  1.52it/s, loss=0.724, pair=0.000, adv=3.348, sprd=0.016]
Ep 048/60 [S3:+sens]:  54%|█ | 181/333 [02:03<01:43,  1.46it/s, loss=0.724, pair=0.000, adv=3.348, sprd=0.016]
Ep 048/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:43,  1.46it/s, loss=0.764, pair=0.003, adv=3.866, sprd=0.025]
Ep 048/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:39,  1.51it/s, loss=0.764, pair=0.003, adv=3.866, sprd=0.025]
Ep 048/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:39,  1.51it/s, loss=0.751, pair=0.001, adv=3.595, sprd=0.025]
Ep 048/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:46,  1.40it/s, loss=0.751, pair=0.001, adv=3.595, sprd=0.025]
Ep 048/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:46,  1.40it/s, loss=0.763, pair=0.000, adv=4.280, sprd=0.024]
Ep 048/60 [S3:+sens]:  55%|█ | 184/333 [02:05<01:41,  1.47it/s, loss=0.763, pair=0.000, adv=4.280, sprd=0.024]
Ep 048/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:41,  1.47it/s, loss=0.767, pair=0.002, adv=4.247, sprd=0.027]
Ep 048/60 [S3:+sens]:  56%|█ | 185/333 [02:06<01:44,  1.42it/s, loss=0.767, pair=0.002, adv=4.247, sprd=0.027]
Ep 048/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.779, pair=0.002, adv=4.004, sprd=0.030]
Ep 048/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:40,  1.46it/s, loss=0.779, pair=0.002, adv=4.004, sprd=0.030]
Ep 048/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:40,  1.46it/s, loss=0.750, pair=0.006, adv=4.057, sprd=0.021]
Ep 048/60 [S3:+sens]:  56%|█ | 187/333 [02:07<01:43,  1.41it/s, loss=0.750, pair=0.006, adv=4.057, sprd=0.021]
Ep 048/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:43,  1.41it/s, loss=0.776, pair=0.002, adv=4.239, sprd=0.028]
Ep 048/60 [S3:+sens]:  56%|█▏| 188/333 [02:08<01:38,  1.47it/s, loss=0.776, pair=0.002, adv=4.239, sprd=0.028]
Ep 048/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:38,  1.47it/s, loss=0.754, pair=0.008, adv=3.923, sprd=0.021]
Ep 048/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:41,  1.41it/s, loss=0.754, pair=0.008, adv=3.923, sprd=0.021]
Ep 048/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:41,  1.41it/s, loss=0.736, pair=0.005, adv=4.000, sprd=0.017]
Ep 048/60 [S3:+sens]:  57%|█▏| 190/333 [02:09<01:34,  1.52it/s, loss=0.736, pair=0.005, adv=4.000, sprd=0.017]
Ep 048/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.52it/s, loss=0.782, pair=0.000, adv=3.693, sprd=0.030]
Ep 048/60 [S3:+sens]:  57%|█▏| 191/333 [02:10<01:40,  1.42it/s, loss=0.782, pair=0.000, adv=3.693, sprd=0.030]
Ep 048/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:40,  1.42it/s, loss=0.785, pair=0.002, adv=4.341, sprd=0.032]
Ep 048/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:36,  1.46it/s, loss=0.785, pair=0.002, adv=4.341, sprd=0.032]
Ep 048/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:36,  1.46it/s, loss=0.756, pair=0.002, adv=3.915, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 193/333 [02:11<01:41,  1.37it/s, loss=0.756, pair=0.002, adv=3.915, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:41,  1.37it/s, loss=0.757, pair=0.000, adv=4.303, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 194/333 [02:12<01:35,  1.45it/s, loss=0.757, pair=0.000, adv=4.303, sprd=0.024]
Ep 048/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:35,  1.45it/s, loss=0.746, pair=0.000, adv=4.216, sprd=0.023]
Ep 048/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:39,  1.39it/s, loss=0.746, pair=0.000, adv=4.216, sprd=0.023]
Ep 048/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:39,  1.39it/s, loss=0.776, pair=0.000, adv=4.302, sprd=0.029]
Ep 048/60 [S3:+sens]:  59%|█▏| 196/333 [02:13<01:34,  1.45it/s, loss=0.776, pair=0.000, adv=4.302, sprd=0.029]
Ep 048/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:34,  1.45it/s, loss=0.754, pair=0.000, adv=4.022, sprd=0.025]
Ep 048/60 [S3:+sens]:  59%|█▏| 197/333 [02:14<01:37,  1.40it/s, loss=0.754, pair=0.000, adv=4.022, sprd=0.025]
Ep 048/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:37,  1.40it/s, loss=0.759, pair=0.000, adv=4.144, sprd=0.025]
Ep 048/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:31,  1.47it/s, loss=0.759, pair=0.000, adv=4.144, sprd=0.025]
Ep 048/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:31,  1.47it/s, loss=0.755, pair=0.002, adv=4.069, sprd=0.023]
Ep 048/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:34,  1.42it/s, loss=0.755, pair=0.002, adv=4.069, sprd=0.023]
Ep 048/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:34,  1.42it/s, loss=0.747, pair=0.000, adv=4.436, sprd=0.022]
Ep 048/60 [S3:+sens]:  60%|█▏| 200/333 [02:16<01:28,  1.50it/s, loss=0.747, pair=0.000, adv=4.436, sprd=0.022]
Ep 048/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.50it/s, loss=0.747, pair=0.000, adv=4.253, sprd=0.022]
Ep 048/60 [S3:+sens]:  60%|█▏| 201/333 [02:17<01:32,  1.43it/s, loss=0.747, pair=0.000, adv=4.253, sprd=0.022]
Ep 048/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.43it/s, loss=0.754, pair=0.000, adv=4.545, sprd=0.023]
Ep 048/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:27,  1.50it/s, loss=0.754, pair=0.000, adv=4.545, sprd=0.023]
Ep 048/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:27,  1.50it/s, loss=0.737, pair=0.000, adv=4.297, sprd=0.019]
Ep 048/60 [S3:+sens]:  61%|█▏| 203/333 [02:18<01:29,  1.46it/s, loss=0.737, pair=0.000, adv=4.297, sprd=0.019]
Ep 048/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.46it/s, loss=0.746, pair=0.000, adv=3.930, sprd=0.022]
Ep 048/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:25,  1.50it/s, loss=0.746, pair=0.000, adv=3.930, sprd=0.022]
Ep 048/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.50it/s, loss=0.745, pair=0.000, adv=4.279, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:26,  1.47it/s, loss=0.745, pair=0.000, adv=4.279, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:26,  1.47it/s, loss=0.745, pair=0.000, adv=4.207, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 206/333 [02:20<01:23,  1.53it/s, loss=0.745, pair=0.000, adv=4.207, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.53it/s, loss=0.746, pair=0.001, adv=4.512, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 207/333 [02:21<01:26,  1.46it/s, loss=0.746, pair=0.001, adv=4.512, sprd=0.022]
Ep 048/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.46it/s, loss=0.777, pair=0.005, adv=4.393, sprd=0.028]
Ep 048/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.777, pair=0.005, adv=4.393, sprd=0.028]
Ep 048/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.745, pair=0.001, adv=4.171, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 209/333 [02:22<01:26,  1.44it/s, loss=0.745, pair=0.001, adv=4.171, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:26,  1.44it/s, loss=0.752, pair=0.005, adv=4.408, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 210/333 [02:23<01:21,  1.51it/s, loss=0.752, pair=0.005, adv=4.408, sprd=0.022]
Ep 048/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.51it/s, loss=0.840, pair=0.013, adv=4.278, sprd=0.023]
Ep 048/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:25,  1.42it/s, loss=0.840, pair=0.013, adv=4.278, sprd=0.023]
Ep 048/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:25,  1.42it/s, loss=0.769, pair=0.004, adv=4.610, sprd=0.028]
Ep 048/60 [S3:+sens]:  64%|█▎| 212/333 [02:24<01:21,  1.48it/s, loss=0.769, pair=0.004, adv=4.610, sprd=0.028]
Ep 048/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.48it/s, loss=0.754, pair=0.004, adv=4.074, sprd=0.025]
Ep 048/60 [S3:+sens]:  64%|█▎| 213/333 [02:25<01:25,  1.40it/s, loss=0.754, pair=0.004, adv=4.074, sprd=0.025]
Ep 048/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:25,  1.40it/s, loss=0.759, pair=0.000, adv=4.061, sprd=0.024]
Ep 048/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:21,  1.46it/s, loss=0.759, pair=0.000, adv=4.061, sprd=0.024]
Ep 048/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:21,  1.46it/s, loss=0.740, pair=0.000, adv=4.156, sprd=0.020]
Ep 048/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:22,  1.42it/s, loss=0.740, pair=0.000, adv=4.156, sprd=0.020]
Ep 048/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:22,  1.42it/s, loss=0.776, pair=0.000, adv=4.205, sprd=0.029]
Ep 048/60 [S3:+sens]:  65%|█▎| 216/333 [02:27<01:18,  1.49it/s, loss=0.776, pair=0.000, adv=4.205, sprd=0.029]
Ep 048/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.49it/s, loss=0.747, pair=0.000, adv=4.795, sprd=0.022]
Ep 048/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:19,  1.46it/s, loss=0.747, pair=0.000, adv=4.795, sprd=0.022]
Ep 048/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:19,  1.46it/s, loss=0.765, pair=0.000, adv=4.548, sprd=0.027]
Ep 048/60 [S3:+sens]:  65%|█▎| 218/333 [02:28<01:16,  1.50it/s, loss=0.765, pair=0.000, adv=4.548, sprd=0.027]
Ep 048/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.50it/s, loss=0.727, pair=0.005, adv=4.088, sprd=0.016]
Ep 048/60 [S3:+sens]:  66%|█▎| 219/333 [02:29<01:21,  1.40it/s, loss=0.727, pair=0.005, adv=4.088, sprd=0.016]
Ep 048/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:21,  1.40it/s, loss=0.747, pair=0.003, adv=4.614, sprd=0.024]
Ep 048/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:15,  1.50it/s, loss=0.747, pair=0.003, adv=4.614, sprd=0.024]
Ep 048/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.834, pair=0.000, adv=4.261, sprd=0.026]
Ep 048/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.44it/s, loss=0.834, pair=0.000, adv=4.261, sprd=0.026]
Ep 048/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.44it/s, loss=0.754, pair=0.000, adv=4.431, sprd=0.022]
Ep 048/60 [S3:+sens]:  67%|█▎| 222/333 [02:31<01:13,  1.51it/s, loss=0.754, pair=0.000, adv=4.431, sprd=0.022]
Ep 048/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.824, pair=0.000, adv=4.202, sprd=0.024]
Ep 048/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:16,  1.44it/s, loss=0.824, pair=0.000, adv=4.202, sprd=0.024]
Ep 048/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:16,  1.44it/s, loss=0.737, pair=0.000, adv=4.449, sprd=0.019]
Ep 048/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:11,  1.52it/s, loss=0.737, pair=0.000, adv=4.449, sprd=0.019]
Ep 048/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:11,  1.52it/s, loss=0.774, pair=0.000, adv=4.514, sprd=0.029]
Ep 048/60 [S3:+sens]:  68%|█▎| 225/333 [02:33<01:17,  1.40it/s, loss=0.774, pair=0.000, adv=4.514, sprd=0.029]
Ep 048/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:17,  1.40it/s, loss=0.744, pair=0.000, adv=4.194, sprd=0.023]
Ep 048/60 [S3:+sens]:  68%|█▎| 226/333 [02:34<01:12,  1.47it/s, loss=0.744, pair=0.000, adv=4.194, sprd=0.023]
Ep 048/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.47it/s, loss=0.754, pair=0.000, adv=4.477, sprd=0.022]
Ep 048/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:14,  1.41it/s, loss=0.754, pair=0.000, adv=4.477, sprd=0.022]
Ep 048/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:14,  1.41it/s, loss=0.738, pair=0.000, adv=4.308, sprd=0.018]
Ep 048/60 [S3:+sens]:  68%|█▎| 228/333 [02:35<01:09,  1.50it/s, loss=0.738, pair=0.000, adv=4.308, sprd=0.018]
Ep 048/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.50it/s, loss=0.734, pair=0.003, adv=3.988, sprd=0.018]
Ep 048/60 [S3:+sens]:  69%|█▍| 229/333 [02:36<01:13,  1.41it/s, loss=0.734, pair=0.003, adv=3.988, sprd=0.018]
Ep 048/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.742, pair=0.000, adv=4.094, sprd=0.020]
Ep 048/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.51it/s, loss=0.742, pair=0.000, adv=4.094, sprd=0.020]
Ep 048/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.51it/s, loss=0.761, pair=0.000, adv=4.131, sprd=0.027]
Ep 048/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:14,  1.38it/s, loss=0.761, pair=0.000, adv=4.131, sprd=0.027]
Ep 048/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:14,  1.38it/s, loss=0.741, pair=0.000, adv=4.122, sprd=0.021]
Ep 048/60 [S3:+sens]:  70%|█▍| 232/333 [02:38<01:07,  1.49it/s, loss=0.741, pair=0.000, adv=4.122, sprd=0.021]
Ep 048/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.49it/s, loss=0.736, pair=0.002, adv=4.274, sprd=0.020]
Ep 048/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.45it/s, loss=0.736, pair=0.002, adv=4.274, sprd=0.020]
Ep 048/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.45it/s, loss=0.755, pair=0.000, adv=4.441, sprd=0.023]
Ep 048/60 [S3:+sens]:  70%|█▍| 234/333 [02:39<01:06,  1.49it/s, loss=0.755, pair=0.000, adv=4.441, sprd=0.023]
Ep 048/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:06,  1.49it/s, loss=0.840, pair=0.000, adv=4.222, sprd=0.027]
Ep 048/60 [S3:+sens]:  71%|█▍| 235/333 [02:40<01:08,  1.43it/s, loss=0.840, pair=0.000, adv=4.222, sprd=0.027]
Ep 048/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.742, pair=0.003, adv=4.181, sprd=0.023]
Ep 048/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:04,  1.50it/s, loss=0.742, pair=0.003, adv=4.181, sprd=0.023]
Ep 048/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.50it/s, loss=0.749, pair=0.003, adv=4.252, sprd=0.022]
Ep 048/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.44it/s, loss=0.749, pair=0.003, adv=4.252, sprd=0.022]
Ep 048/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.44it/s, loss=0.751, pair=0.000, adv=4.363, sprd=0.023]
Ep 048/60 [S3:+sens]:  71%|█▍| 238/333 [02:42<01:03,  1.49it/s, loss=0.751, pair=0.000, adv=4.363, sprd=0.023]
Ep 048/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.49it/s, loss=0.746, pair=0.000, adv=3.930, sprd=0.024]
Ep 048/60 [S3:+sens]:  72%|█▍| 239/333 [02:43<01:05,  1.43it/s, loss=0.746, pair=0.000, adv=3.930, sprd=0.024]
Ep 048/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.758, pair=0.000, adv=4.487, sprd=0.027]
Ep 048/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:02,  1.48it/s, loss=0.758, pair=0.000, adv=4.487, sprd=0.027]
Ep 048/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:02,  1.48it/s, loss=0.755, pair=0.000, adv=4.390, sprd=0.024]
Ep 048/60 [S3:+sens]:  72%|█▍| 241/333 [02:44<01:05,  1.42it/s, loss=0.755, pair=0.000, adv=4.390, sprd=0.024]
Ep 048/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.42it/s, loss=0.728, pair=0.007, adv=3.697, sprd=0.018]
Ep 048/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<01:00,  1.50it/s, loss=0.728, pair=0.007, adv=3.697, sprd=0.018]
Ep 048/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.50it/s, loss=0.740, pair=0.005, adv=4.550, sprd=0.020]
Ep 048/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:02,  1.44it/s, loss=0.740, pair=0.005, adv=4.550, sprd=0.020]
Ep 048/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:02,  1.44it/s, loss=0.751, pair=0.000, adv=4.139, sprd=0.023]
Ep 048/60 [S3:+sens]:  73%|█▍| 244/333 [02:46<00:59,  1.49it/s, loss=0.751, pair=0.000, adv=4.139, sprd=0.023]
Ep 048/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.728, pair=0.000, adv=4.276, sprd=0.017]
Ep 048/60 [S3:+sens]:  74%|█▍| 245/333 [02:47<01:00,  1.45it/s, loss=0.728, pair=0.000, adv=4.276, sprd=0.017]
Ep 048/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.770, pair=0.000, adv=4.006, sprd=0.028]
Ep 048/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:57,  1.50it/s, loss=0.770, pair=0.000, adv=4.006, sprd=0.028]
Ep 048/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:57,  1.50it/s, loss=0.759, pair=0.005, adv=4.250, sprd=0.026]
Ep 048/60 [S3:+sens]:  74%|█▍| 247/333 [02:48<00:59,  1.45it/s, loss=0.759, pair=0.005, adv=4.250, sprd=0.026]
Ep 048/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.45it/s, loss=0.784, pair=0.011, adv=4.225, sprd=0.028]
Ep 048/60 [S3:+sens]:  74%|█▍| 248/333 [02:49<00:57,  1.49it/s, loss=0.784, pair=0.011, adv=4.225, sprd=0.028]
Ep 048/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.49it/s, loss=0.784, pair=0.009, adv=4.247, sprd=0.031]
Ep 048/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:59,  1.42it/s, loss=0.784, pair=0.009, adv=4.247, sprd=0.031]
Ep 048/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:59,  1.42it/s, loss=0.729, pair=0.001, adv=3.949, sprd=0.016]
Ep 048/60 [S3:+sens]:  75%|█▌| 250/333 [02:50<00:55,  1.50it/s, loss=0.729, pair=0.001, adv=3.949, sprd=0.016]
Ep 048/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.50it/s, loss=0.760, pair=0.006, adv=4.494, sprd=0.025]
Ep 048/60 [S3:+sens]:  75%|█▌| 251/333 [02:51<00:56,  1.44it/s, loss=0.760, pair=0.006, adv=4.494, sprd=0.025]
Ep 048/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.736, pair=0.003, adv=4.151, sprd=0.020]
Ep 048/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:52,  1.53it/s, loss=0.736, pair=0.003, adv=4.151, sprd=0.020]
Ep 048/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:52,  1.53it/s, loss=0.746, pair=0.001, adv=4.556, sprd=0.021]
Ep 048/60 [S3:+sens]:  76%|█▌| 253/333 [02:52<00:54,  1.46it/s, loss=0.746, pair=0.001, adv=4.556, sprd=0.021]
Ep 048/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:54,  1.46it/s, loss=0.726, pair=0.001, adv=4.229, sprd=0.017]
Ep 048/60 [S3:+sens]:  76%|█▌| 254/333 [02:53<00:51,  1.54it/s, loss=0.726, pair=0.001, adv=4.229, sprd=0.017]
Ep 048/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:51,  1.54it/s, loss=0.741, pair=0.003, adv=4.521, sprd=0.021]
Ep 048/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.46it/s, loss=0.741, pair=0.003, adv=4.521, sprd=0.021]
Ep 048/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.46it/s, loss=0.735, pair=0.000, adv=4.154, sprd=0.020]
Ep 048/60 [S3:+sens]:  77%|█▌| 256/333 [02:54<00:50,  1.51it/s, loss=0.735, pair=0.000, adv=4.154, sprd=0.020]
Ep 048/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:50,  1.51it/s, loss=0.756, pair=0.001, adv=4.255, sprd=0.025]
Ep 048/60 [S3:+sens]:  77%|█▌| 257/333 [02:55<00:54,  1.40it/s, loss=0.756, pair=0.001, adv=4.255, sprd=0.025]
Ep 048/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:54,  1.40it/s, loss=0.749, pair=0.004, adv=4.224, sprd=0.022]
Ep 048/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:49,  1.51it/s, loss=0.749, pair=0.004, adv=4.224, sprd=0.022]
Ep 048/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.51it/s, loss=0.745, pair=0.000, adv=4.132, sprd=0.021]
Ep 048/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:50,  1.46it/s, loss=0.745, pair=0.000, adv=4.132, sprd=0.021]
Ep 048/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:50,  1.46it/s, loss=0.765, pair=0.000, adv=4.306, sprd=0.024]
Ep 048/60 [S3:+sens]:  78%|█▌| 260/333 [02:57<00:48,  1.51it/s, loss=0.765, pair=0.000, adv=4.306, sprd=0.024]
Ep 048/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.51it/s, loss=0.752, pair=0.000, adv=4.156, sprd=0.023]
Ep 048/60 [S3:+sens]:  78%|█▌| 261/333 [02:58<00:48,  1.47it/s, loss=0.752, pair=0.000, adv=4.156, sprd=0.023]
Ep 048/60 [S3:+sens]:  78%|█▌| 261/333 [02:58<00:48,  1.47it/s, loss=0.768, pair=0.002, adv=4.056, sprd=0.026]
Ep 048/60 [S3:+sens]:  79%|█▌| 262/333 [02:58<00:46,  1.51it/s, loss=0.768, pair=0.002, adv=4.056, sprd=0.026]
Ep 048/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:46,  1.51it/s, loss=0.764, pair=0.000, adv=4.096, sprd=0.025]
Ep 048/60 [S3:+sens]:  79%|█▌| 263/333 [02:59<00:49,  1.43it/s, loss=0.764, pair=0.000, adv=4.096, sprd=0.025]
Ep 048/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.43it/s, loss=0.776, pair=0.006, adv=4.185, sprd=0.029]
Ep 048/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:46,  1.47it/s, loss=0.776, pair=0.006, adv=4.185, sprd=0.029]
Ep 048/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.47it/s, loss=0.759, pair=0.001, adv=3.858, sprd=0.024]
Ep 048/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.41it/s, loss=0.759, pair=0.001, adv=3.858, sprd=0.024]
Ep 048/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.41it/s, loss=0.763, pair=0.004, adv=4.452, sprd=0.025]
Ep 048/60 [S3:+sens]:  80%|█▌| 266/333 [03:01<00:45,  1.47it/s, loss=0.763, pair=0.004, adv=4.452, sprd=0.025]
Ep 048/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.47it/s, loss=0.773, pair=0.004, adv=4.498, sprd=0.028]
Ep 048/60 [S3:+sens]:  80%|█▌| 267/333 [03:02<00:46,  1.41it/s, loss=0.773, pair=0.004, adv=4.498, sprd=0.028]
Ep 048/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.41it/s, loss=0.749, pair=0.009, adv=4.357, sprd=0.021]
Ep 048/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.49it/s, loss=0.749, pair=0.009, adv=4.357, sprd=0.021]
Ep 048/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.49it/s, loss=0.746, pair=0.004, adv=3.964, sprd=0.024]
Ep 048/60 [S3:+sens]:  81%|█▌| 269/333 [03:03<00:44,  1.42it/s, loss=0.746, pair=0.004, adv=3.964, sprd=0.024]
Ep 048/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.42it/s, loss=0.739, pair=0.005, adv=3.939, sprd=0.019]
Ep 048/60 [S3:+sens]:  81%|█▌| 270/333 [03:04<00:41,  1.51it/s, loss=0.739, pair=0.005, adv=3.939, sprd=0.019]
Ep 048/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.51it/s, loss=0.758, pair=0.005, adv=4.261, sprd=0.024]
Ep 048/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:43,  1.44it/s, loss=0.758, pair=0.005, adv=4.261, sprd=0.024]
Ep 048/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:43,  1.44it/s, loss=0.746, pair=0.006, adv=4.243, sprd=0.020]
Ep 048/60 [S3:+sens]:  82%|█▋| 272/333 [03:05<00:40,  1.50it/s, loss=0.746, pair=0.006, adv=4.243, sprd=0.020]
Ep 048/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.50it/s, loss=0.780, pair=0.003, adv=3.799, sprd=0.030]
Ep 048/60 [S3:+sens]:  82%|█▋| 273/333 [03:06<00:42,  1.42it/s, loss=0.780, pair=0.003, adv=3.799, sprd=0.030]
Ep 048/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.42it/s, loss=0.735, pair=0.001, adv=3.952, sprd=0.020]
Ep 048/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.50it/s, loss=0.735, pair=0.001, adv=3.952, sprd=0.020]
Ep 048/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.761, pair=0.004, adv=4.171, sprd=0.023]
Ep 048/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:40,  1.43it/s, loss=0.761, pair=0.004, adv=4.171, sprd=0.023]
Ep 048/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:40,  1.43it/s, loss=0.744, pair=0.004, adv=4.401, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 276/333 [03:08<00:38,  1.49it/s, loss=0.744, pair=0.004, adv=4.401, sprd=0.022]
Ep 048/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.49it/s, loss=0.739, pair=0.002, adv=3.856, sprd=0.021]
Ep 048/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:38,  1.45it/s, loss=0.739, pair=0.002, adv=3.856, sprd=0.021]
Ep 048/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:38,  1.45it/s, loss=0.757, pair=0.001, adv=4.153, sprd=0.025]
Ep 048/60 [S3:+sens]:  83%|█▋| 278/333 [03:09<00:36,  1.52it/s, loss=0.757, pair=0.001, adv=4.153, sprd=0.025]
Ep 048/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:36,  1.52it/s, loss=0.755, pair=0.001, adv=3.843, sprd=0.023]
Ep 048/60 [S3:+sens]:  84%|█▋| 279/333 [03:10<00:37,  1.46it/s, loss=0.755, pair=0.001, adv=3.843, sprd=0.023]
Ep 048/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.46it/s, loss=0.738, pair=0.001, adv=3.933, sprd=0.020]
Ep 048/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:34,  1.54it/s, loss=0.738, pair=0.001, adv=3.933, sprd=0.020]
Ep 048/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:34,  1.54it/s, loss=0.725, pair=0.005, adv=4.119, sprd=0.016]
Ep 048/60 [S3:+sens]:  84%|█▋| 281/333 [03:11<00:34,  1.49it/s, loss=0.725, pair=0.005, adv=4.119, sprd=0.016]
Ep 048/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:34,  1.49it/s, loss=0.767, pair=0.002, adv=3.962, sprd=0.026]
Ep 048/60 [S3:+sens]:  85%|█▋| 282/333 [03:12<00:32,  1.55it/s, loss=0.767, pair=0.002, adv=3.962, sprd=0.026]
Ep 048/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:32,  1.55it/s, loss=0.749, pair=0.005, adv=4.159, sprd=0.023]
Ep 048/60 [S3:+sens]:  85%|█▋| 283/333 [03:13<00:33,  1.48it/s, loss=0.749, pair=0.005, adv=4.159, sprd=0.023]
Ep 048/60 [S3:+sens]:  85%|█▋| 283/333 [03:13<00:33,  1.48it/s, loss=0.771, pair=0.003, adv=3.611, sprd=0.027]
Ep 048/60 [S3:+sens]:  85%|█▋| 284/333 [03:13<00:32,  1.52it/s, loss=0.771, pair=0.003, adv=3.611, sprd=0.027]
Ep 048/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.52it/s, loss=0.748, pair=0.001, adv=3.861, sprd=0.023]
Ep 048/60 [S3:+sens]:  86%|█▋| 285/333 [03:14<00:32,  1.48it/s, loss=0.748, pair=0.001, adv=3.861, sprd=0.023]
Ep 048/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:32,  1.48it/s, loss=0.751, pair=0.001, adv=4.057, sprd=0.023]
Ep 048/60 [S3:+sens]:  86%|█▋| 286/333 [03:15<00:30,  1.54it/s, loss=0.751, pair=0.001, adv=4.057, sprd=0.023]
Ep 048/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:30,  1.54it/s, loss=0.751, pair=0.003, adv=4.048, sprd=0.024]
Ep 048/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:31,  1.45it/s, loss=0.751, pair=0.003, adv=4.048, sprd=0.024]
Ep 048/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:31,  1.45it/s, loss=0.742, pair=0.003, adv=4.034, sprd=0.021]
Ep 048/60 [S3:+sens]:  86%|█▋| 288/333 [03:16<00:29,  1.51it/s, loss=0.742, pair=0.003, adv=4.034, sprd=0.021]
Ep 048/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.51it/s, loss=0.813, pair=0.007, adv=3.774, sprd=0.023]
Ep 048/60 [S3:+sens]:  87%|█▋| 289/333 [03:17<00:29,  1.48it/s, loss=0.813, pair=0.007, adv=3.774, sprd=0.023]
Ep 048/60 [S3:+sens]:  87%|█▋| 289/333 [03:17<00:29,  1.48it/s, loss=0.738, pair=0.003, adv=4.233, sprd=0.019]
Ep 048/60 [S3:+sens]:  87%|█▋| 290/333 [03:17<00:28,  1.53it/s, loss=0.738, pair=0.003, adv=4.233, sprd=0.019]
Ep 048/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.53it/s, loss=0.750, pair=0.005, adv=3.904, sprd=0.023]
Ep 048/60 [S3:+sens]:  87%|█▋| 291/333 [03:18<00:27,  1.51it/s, loss=0.750, pair=0.005, adv=3.904, sprd=0.023]
Ep 048/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:27,  1.51it/s, loss=0.722, pair=0.003, adv=4.103, sprd=0.017]
Ep 048/60 [S3:+sens]:  88%|█▊| 292/333 [03:19<00:25,  1.58it/s, loss=0.722, pair=0.003, adv=4.103, sprd=0.017]
Ep 048/60 [S3:+sens]:  88%|█▊| 292/333 [03:19<00:25,  1.58it/s, loss=0.749, pair=0.004, adv=3.834, sprd=0.022]
Ep 048/60 [S3:+sens]:  88%|█▊| 293/333 [03:19<00:26,  1.50it/s, loss=0.749, pair=0.004, adv=3.834, sprd=0.022]
Ep 048/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:26,  1.50it/s, loss=0.763, pair=0.002, adv=3.956, sprd=0.025]
Ep 048/60 [S3:+sens]:  88%|█▊| 294/333 [03:20<00:25,  1.54it/s, loss=0.763, pair=0.002, adv=3.956, sprd=0.025]
Ep 048/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.54it/s, loss=0.743, pair=0.000, adv=4.127, sprd=0.021]
Ep 048/60 [S3:+sens]:  89%|█▊| 295/333 [03:21<00:25,  1.49it/s, loss=0.743, pair=0.000, adv=4.127, sprd=0.021]
Ep 048/60 [S3:+sens]:  89%|█▊| 295/333 [03:21<00:25,  1.49it/s, loss=0.771, pair=0.000, adv=4.004, sprd=0.029]
Ep 048/60 [S3:+sens]:  89%|█▊| 296/333 [03:21<00:24,  1.53it/s, loss=0.771, pair=0.000, adv=4.004, sprd=0.029]
Ep 048/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.53it/s, loss=0.751, pair=0.000, adv=4.465, sprd=0.022]
Ep 048/60 [S3:+sens]:  89%|█▊| 297/333 [03:22<00:24,  1.44it/s, loss=0.751, pair=0.000, adv=4.465, sprd=0.022]
Ep 048/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:24,  1.44it/s, loss=0.726, pair=0.000, adv=3.841, sprd=0.018]
Ep 048/60 [S3:+sens]:  89%|█▊| 298/333 [03:23<00:22,  1.53it/s, loss=0.726, pair=0.000, adv=3.841, sprd=0.018]
Ep 048/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:22,  1.53it/s, loss=0.775, pair=0.000, adv=3.614, sprd=0.028]
Ep 048/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:24,  1.42it/s, loss=0.775, pair=0.000, adv=3.614, sprd=0.028]
Ep 048/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:24,  1.42it/s, loss=0.762, pair=0.000, adv=4.056, sprd=0.026]
Ep 048/60 [S3:+sens]:  90%|█▊| 300/333 [03:24<00:22,  1.47it/s, loss=0.762, pair=0.000, adv=4.056, sprd=0.026]
Ep 048/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.47it/s, loss=0.731, pair=0.002, adv=3.708, sprd=0.019]
Ep 048/60 [S3:+sens]:  90%|█▊| 301/333 [03:25<00:22,  1.44it/s, loss=0.731, pair=0.002, adv=3.708, sprd=0.019]
Ep 048/60 [S3:+sens]:  90%|█▊| 301/333 [03:25<00:22,  1.44it/s, loss=0.755, pair=0.000, adv=4.194, sprd=0.025]
Ep 048/60 [S3:+sens]:  91%|█▊| 302/333 [03:25<00:20,  1.50it/s, loss=0.755, pair=0.000, adv=4.194, sprd=0.025]
Ep 048/60 [S3:+sens]:  91%|█▊| 302/333 [03:26<00:20,  1.50it/s, loss=0.740, pair=0.000, adv=4.030, sprd=0.020]
Ep 048/60 [S3:+sens]:  91%|█▊| 303/333 [03:26<00:20,  1.45it/s, loss=0.740, pair=0.000, adv=4.030, sprd=0.020]
Ep 048/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.45it/s, loss=0.748, pair=0.000, adv=4.048, sprd=0.023]
Ep 048/60 [S3:+sens]:  91%|█▊| 304/333 [03:27<00:19,  1.51it/s, loss=0.748, pair=0.000, adv=4.048, sprd=0.023]
Ep 048/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.51it/s, loss=0.726, pair=0.005, adv=3.755, sprd=0.016]
Ep 048/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:19,  1.46it/s, loss=0.726, pair=0.005, adv=3.755, sprd=0.016]
Ep 048/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:19,  1.46it/s, loss=0.753, pair=0.000, adv=4.092, sprd=0.024]
Ep 048/60 [S3:+sens]:  92%|█▊| 306/333 [03:28<00:17,  1.51it/s, loss=0.753, pair=0.000, adv=4.092, sprd=0.024]
Ep 048/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:17,  1.51it/s, loss=0.758, pair=0.005, adv=3.879, sprd=0.024]
Ep 048/60 [S3:+sens]:  92%|█▊| 307/333 [03:29<00:17,  1.45it/s, loss=0.758, pair=0.005, adv=3.879, sprd=0.024]
Ep 048/60 [S3:+sens]:  92%|█▊| 307/333 [03:29<00:17,  1.45it/s, loss=0.736, pair=0.002, adv=3.772, sprd=0.019]
Ep 048/60 [S3:+sens]:  92%|█▊| 308/333 [03:29<00:16,  1.53it/s, loss=0.736, pair=0.002, adv=3.772, sprd=0.019]
Ep 048/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:16,  1.53it/s, loss=0.737, pair=0.005, adv=4.072, sprd=0.020]
Ep 048/60 [S3:+sens]:  93%|█▊| 309/333 [03:30<00:16,  1.48it/s, loss=0.737, pair=0.005, adv=4.072, sprd=0.020]
Ep 048/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.48it/s, loss=0.763, pair=0.000, adv=4.086, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 310/333 [03:31<00:15,  1.52it/s, loss=0.763, pair=0.000, adv=4.086, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.52it/s, loss=0.760, pair=0.000, adv=4.206, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 311/333 [03:32<00:15,  1.44it/s, loss=0.760, pair=0.000, adv=4.206, sprd=0.026]
Ep 048/60 [S3:+sens]:  93%|█▊| 311/333 [03:32<00:15,  1.44it/s, loss=0.745, pair=0.000, adv=4.173, sprd=0.021]
Ep 048/60 [S3:+sens]:  94%|█▊| 312/333 [03:32<00:13,  1.50it/s, loss=0.745, pair=0.000, adv=4.173, sprd=0.021]
Ep 048/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:13,  1.50it/s, loss=0.762, pair=0.000, adv=3.736, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 313/333 [03:33<00:13,  1.43it/s, loss=0.762, pair=0.000, adv=3.736, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.43it/s, loss=0.769, pair=0.003, adv=3.751, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 314/333 [03:34<00:12,  1.49it/s, loss=0.769, pair=0.003, adv=3.751, sprd=0.027]
Ep 048/60 [S3:+sens]:  94%|█▉| 314/333 [03:34<00:12,  1.49it/s, loss=0.759, pair=0.000, adv=4.321, sprd=0.024]
Ep 048/60 [S3:+sens]:  95%|█▉| 315/333 [03:34<00:12,  1.39it/s, loss=0.759, pair=0.000, adv=4.321, sprd=0.024]
Ep 048/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:12,  1.39it/s, loss=0.745, pair=0.000, adv=4.249, sprd=0.021]
Ep 048/60 [S3:+sens]:  95%|█▉| 316/333 [03:35<00:11,  1.48it/s, loss=0.745, pair=0.000, adv=4.249, sprd=0.021]
Ep 048/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.48it/s, loss=0.732, pair=0.000, adv=3.946, sprd=0.018]
Ep 048/60 [S3:+sens]:  95%|█▉| 317/333 [03:36<00:11,  1.42it/s, loss=0.732, pair=0.000, adv=3.946, sprd=0.018]
Ep 048/60 [S3:+sens]:  95%|█▉| 317/333 [03:36<00:11,  1.42it/s, loss=0.739, pair=0.000, adv=3.825, sprd=0.021]
Ep 048/60 [S3:+sens]:  95%|█▉| 318/333 [03:36<00:10,  1.49it/s, loss=0.739, pair=0.000, adv=3.825, sprd=0.021]
Ep 048/60 [S3:+sens]:  95%|█▉| 318/333 [03:37<00:10,  1.49it/s, loss=0.743, pair=0.000, adv=4.185, sprd=0.020]
Ep 048/60 [S3:+sens]:  96%|█▉| 319/333 [03:37<00:09,  1.43it/s, loss=0.743, pair=0.000, adv=4.185, sprd=0.020]
Ep 048/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.43it/s, loss=0.778, pair=0.000, adv=3.682, sprd=0.028]
Ep 048/60 [S3:+sens]:  96%|█▉| 320/333 [03:38<00:08,  1.48it/s, loss=0.778, pair=0.000, adv=3.682, sprd=0.028]
Ep 048/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.48it/s, loss=0.761, pair=0.000, adv=4.158, sprd=0.026]
Ep 048/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.43it/s, loss=0.761, pair=0.000, adv=4.158, sprd=0.026]
Ep 048/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.43it/s, loss=0.761, pair=0.002, adv=4.306, sprd=0.024]
Ep 048/60 [S3:+sens]:  97%|█▉| 322/333 [03:39<00:07,  1.49it/s, loss=0.761, pair=0.002, adv=4.306, sprd=0.024]
Ep 048/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.49it/s, loss=0.775, pair=0.003, adv=4.172, sprd=0.029]
Ep 048/60 [S3:+sens]:  97%|█▉| 323/333 [03:40<00:07,  1.43it/s, loss=0.775, pair=0.003, adv=4.172, sprd=0.029]
Ep 048/60 [S3:+sens]:  97%|█▉| 323/333 [03:40<00:07,  1.43it/s, loss=0.777, pair=0.000, adv=4.428, sprd=0.029]
Ep 048/60 [S3:+sens]:  97%|█▉| 324/333 [03:40<00:06,  1.49it/s, loss=0.777, pair=0.000, adv=4.428, sprd=0.029]
Ep 048/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:06,  1.49it/s, loss=0.757, pair=0.000, adv=4.035, sprd=0.024]
Ep 048/60 [S3:+sens]:  98%|█▉| 325/333 [03:41<00:05,  1.38it/s, loss=0.757, pair=0.000, adv=4.035, sprd=0.024]
Ep 048/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.38it/s, loss=0.751, pair=0.000, adv=3.814, sprd=0.023]
Ep 048/60 [S3:+sens]:  98%|█▉| 326/333 [03:42<00:04,  1.46it/s, loss=0.751, pair=0.000, adv=3.814, sprd=0.023]
Ep 048/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.46it/s, loss=0.783, pair=0.000, adv=3.831, sprd=0.016]
Ep 048/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.41it/s, loss=0.783, pair=0.000, adv=3.831, sprd=0.016]
Ep 048/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.41it/s, loss=0.773, pair=0.000, adv=4.239, sprd=0.029]
Ep 048/60 [S3:+sens]:  98%|█▉| 328/333 [03:43<00:03,  1.47it/s, loss=0.773, pair=0.000, adv=4.239, sprd=0.029]
Ep 048/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.47it/s, loss=0.760, pair=0.000, adv=4.032, sprd=0.027]
Ep 048/60 [S3:+sens]:  99%|█▉| 329/333 [03:44<00:02,  1.41it/s, loss=0.760, pair=0.000, adv=4.032, sprd=0.027]
Ep 048/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.41it/s, loss=0.744, pair=0.003, adv=3.869, sprd=0.020]
Ep 048/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:02,  1.49it/s, loss=0.744, pair=0.003, adv=3.869, sprd=0.020]
Ep 048/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:02,  1.49it/s, loss=0.743, pair=0.000, adv=3.549, sprd=0.022]
Ep 048/60 [S3:+sens]:  99%|█▉| 331/333 [03:45<00:01,  1.43it/s, loss=0.743, pair=0.000, adv=3.549, sprd=0.022]
Ep 048/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.43it/s, loss=0.758, pair=0.005, adv=3.880, sprd=0.023]
Ep 048/60 [S3:+sens]: 100%|█▉| 332/333 [03:46<00:00,  1.51it/s, loss=0.758, pair=0.005, adv=3.880, sprd=0.023]
Ep 048/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.51it/s, loss=0.753, pair=0.000, adv=3.996, sprd=0.024]
Ep 048/60 [S3:+sens]: 100%|██| 333/333 [03:47<00:00,  1.44it/s, loss=0.753, pair=0.000, adv=3.996, sprd=0.024]
                                                                                                              
Epoch 048/60 [S3:+sens]  loss=0.7530  mat=0.3375  sens=1.0122  pair=0.0021  adv=4.0435(rand=3.37)  deg=0.0048  orth=0.0006  spread=0.0227  q_mean=50.8  q_std=16.7  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.56e-05  227s

Ep 049/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 049/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.743, pair=0.002, adv=4.081, sprd=0.021]
Ep 049/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:03,  1.09s/it, loss=0.743, pair=0.002, adv=4.081, sprd=0.021]
Ep 049/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:03,  1.09s/it, loss=0.740, pair=0.000, adv=4.179, sprd=0.020]
Ep 049/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:23,  1.26it/s, loss=0.740, pair=0.000, adv=4.179, sprd=0.020]
Ep 049/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:23,  1.26it/s, loss=0.754, pair=0.002, adv=4.020, sprd=0.023]
Ep 049/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:17,  1.28it/s, loss=0.754, pair=0.002, adv=4.020, sprd=0.023]
Ep 049/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:17,  1.28it/s, loss=0.743, pair=0.000, adv=4.112, sprd=0.021]
Ep 049/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:52,  1.41it/s, loss=0.743, pair=0.000, adv=4.112, sprd=0.021]
Ep 049/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:52,  1.41it/s, loss=0.739, pair=0.002, adv=3.978, sprd=0.021]
Ep 049/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:57,  1.38it/s, loss=0.739, pair=0.002, adv=3.978, sprd=0.021]
Ep 049/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:57,  1.38it/s, loss=0.758, pair=0.003, adv=3.988, sprd=0.024]
Ep 049/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:41,  1.48it/s, loss=0.758, pair=0.003, adv=3.988, sprd=0.024]
Ep 049/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:41,  1.48it/s, loss=0.740, pair=0.007, adv=4.077, sprd=0.019]
Ep 049/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:48,  1.43it/s, loss=0.740, pair=0.007, adv=4.077, sprd=0.019]
Ep 049/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:48,  1.43it/s, loss=0.741, pair=0.000, adv=3.968, sprd=0.020]
Ep 049/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:35,  1.51it/s, loss=0.741, pair=0.000, adv=3.968, sprd=0.020]
Ep 049/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:35,  1.51it/s, loss=0.829, pair=0.000, adv=4.098, sprd=0.025]
Ep 049/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:45,  1.44it/s, loss=0.829, pair=0.000, adv=4.098, sprd=0.025]
Ep 049/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:45,  1.44it/s, loss=0.740, pair=0.000, adv=3.854, sprd=0.019]
Ep 049/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.740, pair=0.000, adv=3.854, sprd=0.019]
Ep 049/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.759, pair=0.003, adv=4.017, sprd=0.024]
Ep 049/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:49,  1.40it/s, loss=0.759, pair=0.003, adv=4.017, sprd=0.024]
Ep 049/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.40it/s, loss=0.728, pair=0.000, adv=4.328, sprd=0.019]
Ep 049/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:35,  1.49it/s, loss=0.728, pair=0.000, adv=4.328, sprd=0.019]
Ep 049/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:35,  1.49it/s, loss=0.753, pair=0.000, adv=4.336, sprd=0.021]
Ep 049/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:45,  1.42it/s, loss=0.753, pair=0.000, adv=4.336, sprd=0.021]
Ep 049/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:45,  1.42it/s, loss=0.750, pair=0.003, adv=4.016, sprd=0.023]
Ep 049/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:35,  1.48it/s, loss=0.750, pair=0.003, adv=4.016, sprd=0.023]
Ep 049/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.756, pair=0.000, adv=4.386, sprd=0.025]
Ep 049/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:40,  1.44it/s, loss=0.756, pair=0.000, adv=4.386, sprd=0.025]
Ep 049/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:40,  1.44it/s, loss=0.750, pair=0.000, adv=4.031, sprd=0.023]
Ep 049/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.50it/s, loss=0.750, pair=0.000, adv=4.031, sprd=0.023]
Ep 049/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.50it/s, loss=0.762, pair=0.002, adv=4.212, sprd=0.026]
Ep 049/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:39,  1.44it/s, loss=0.762, pair=0.002, adv=4.212, sprd=0.026]
Ep 049/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:39,  1.44it/s, loss=0.766, pair=0.002, adv=4.063, sprd=0.027]
Ep 049/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:29,  1.51it/s, loss=0.766, pair=0.002, adv=4.063, sprd=0.027]
Ep 049/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:29,  1.51it/s, loss=0.768, pair=0.003, adv=4.114, sprd=0.028]
Ep 049/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.44it/s, loss=0.768, pair=0.003, adv=4.114, sprd=0.028]
Ep 049/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:38,  1.44it/s, loss=0.757, pair=0.003, adv=4.356, sprd=0.024]
Ep 049/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:28,  1.50it/s, loss=0.757, pair=0.003, adv=4.356, sprd=0.024]
Ep 049/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:28,  1.50it/s, loss=0.725, pair=0.001, adv=3.921, sprd=0.016]
Ep 049/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:39,  1.42it/s, loss=0.725, pair=0.001, adv=3.921, sprd=0.016]
Ep 049/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.729, pair=0.001, adv=4.264, sprd=0.018]
Ep 049/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:25,  1.51it/s, loss=0.729, pair=0.001, adv=4.264, sprd=0.018]
Ep 049/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:25,  1.51it/s, loss=0.738, pair=0.000, adv=4.013, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.40it/s, loss=0.738, pair=0.000, adv=4.013, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.40it/s, loss=0.747, pair=0.000, adv=3.832, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:28,  1.48it/s, loss=0.747, pair=0.000, adv=3.832, sprd=0.021]
Ep 049/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:28,  1.48it/s, loss=0.773, pair=0.001, adv=4.203, sprd=0.030]
Ep 049/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:36,  1.42it/s, loss=0.773, pair=0.001, adv=4.203, sprd=0.030]
Ep 049/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:36,  1.42it/s, loss=0.732, pair=0.000, adv=3.535, sprd=0.017]
Ep 049/60 [S3:+sens]:   8%|▏  | 26/333 [00:17<03:20,  1.53it/s, loss=0.732, pair=0.000, adv=3.535, sprd=0.017]
Ep 049/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:20,  1.53it/s, loss=0.762, pair=0.001, adv=4.160, sprd=0.025]
Ep 049/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:39,  1.39it/s, loss=0.762, pair=0.001, adv=4.160, sprd=0.025]
Ep 049/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:39,  1.39it/s, loss=0.755, pair=0.003, adv=4.490, sprd=0.022]
Ep 049/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:25,  1.48it/s, loss=0.755, pair=0.003, adv=4.490, sprd=0.022]
Ep 049/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:25,  1.48it/s, loss=1.503, pair=2.133, adv=4.070, sprd=0.026]
Ep 049/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:36,  1.41it/s, loss=1.503, pair=2.133, adv=4.070, sprd=0.026]
Ep 049/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:36,  1.41it/s, loss=0.733, pair=0.000, adv=4.013, sprd=0.019]
Ep 049/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:23,  1.49it/s, loss=0.733, pair=0.000, adv=4.013, sprd=0.019]
Ep 049/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:23,  1.49it/s, loss=0.776, pair=0.011, adv=4.107, sprd=0.027]
Ep 049/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:34,  1.40it/s, loss=0.776, pair=0.011, adv=4.107, sprd=0.027]
Ep 049/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:34,  1.40it/s, loss=0.749, pair=0.000, adv=3.729, sprd=0.021]
Ep 049/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:23,  1.48it/s, loss=0.749, pair=0.000, adv=3.729, sprd=0.021]
Ep 049/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:23,  1.48it/s, loss=0.847, pair=0.013, adv=4.483, sprd=0.029]
Ep 049/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:33,  1.41it/s, loss=0.847, pair=0.013, adv=4.483, sprd=0.029]
Ep 049/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:33,  1.41it/s, loss=0.742, pair=0.000, adv=4.605, sprd=0.021]
Ep 049/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:20,  1.49it/s, loss=0.742, pair=0.000, adv=4.605, sprd=0.021]
Ep 049/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:20,  1.49it/s, loss=0.743, pair=0.000, adv=3.822, sprd=0.021]
Ep 049/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:25,  1.45it/s, loss=0.743, pair=0.000, adv=3.822, sprd=0.021]
Ep 049/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:25,  1.45it/s, loss=0.785, pair=0.002, adv=4.236, sprd=0.030]
Ep 049/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:18,  1.50it/s, loss=0.785, pair=0.002, adv=4.236, sprd=0.030]
Ep 049/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.50it/s, loss=0.775, pair=0.002, adv=4.092, sprd=0.029]
Ep 049/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:27,  1.43it/s, loss=0.775, pair=0.002, adv=4.092, sprd=0.029]
Ep 049/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:27,  1.43it/s, loss=0.742, pair=0.000, adv=4.088, sprd=0.023]
Ep 049/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:16,  1.50it/s, loss=0.742, pair=0.000, adv=4.088, sprd=0.023]
Ep 049/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:16,  1.50it/s, loss=0.770, pair=0.004, adv=4.091, sprd=0.027]
Ep 049/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:27,  1.42it/s, loss=0.770, pair=0.004, adv=4.091, sprd=0.027]
Ep 049/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:27,  1.42it/s, loss=0.780, pair=0.009, adv=4.121, sprd=0.029]
Ep 049/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:19,  1.47it/s, loss=0.780, pair=0.009, adv=4.121, sprd=0.029]
Ep 049/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:19,  1.47it/s, loss=0.755, pair=0.000, adv=3.882, sprd=0.024]
Ep 049/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:27,  1.41it/s, loss=0.755, pair=0.000, adv=3.882, sprd=0.024]
Ep 049/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:27,  1.41it/s, loss=0.747, pair=0.000, adv=3.924, sprd=0.021]
Ep 049/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.747, pair=0.000, adv=3.924, sprd=0.021]
Ep 049/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.49it/s, loss=0.765, pair=0.004, adv=4.076, sprd=0.025]
Ep 049/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:23,  1.42it/s, loss=0.765, pair=0.004, adv=4.076, sprd=0.025]
Ep 049/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.42it/s, loss=0.767, pair=0.007, adv=4.029, sprd=0.027]
Ep 049/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:15,  1.48it/s, loss=0.767, pair=0.007, adv=4.029, sprd=0.027]
Ep 049/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:15,  1.48it/s, loss=0.738, pair=0.001, adv=4.136, sprd=0.018]
Ep 049/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:18,  1.45it/s, loss=0.738, pair=0.001, adv=4.136, sprd=0.018]
Ep 049/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:18,  1.45it/s, loss=0.730, pair=0.000, adv=3.853, sprd=0.016]
Ep 049/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:05,  1.55it/s, loss=0.730, pair=0.000, adv=3.853, sprd=0.016]
Ep 049/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:05,  1.55it/s, loss=0.772, pair=0.000, adv=3.970, sprd=0.028]
Ep 049/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:16,  1.45it/s, loss=0.772, pair=0.000, adv=3.970, sprd=0.028]
Ep 049/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:16,  1.45it/s, loss=0.760, pair=0.000, adv=4.468, sprd=0.026]
Ep 049/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:08,  1.51it/s, loss=0.760, pair=0.000, adv=4.468, sprd=0.026]
Ep 049/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:08,  1.51it/s, loss=0.806, pair=0.000, adv=4.127, sprd=0.021]
Ep 049/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:15,  1.46it/s, loss=0.806, pair=0.000, adv=4.127, sprd=0.021]
Ep 049/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:15,  1.46it/s, loss=0.732, pair=0.000, adv=4.267, sprd=0.019]
Ep 049/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:03,  1.54it/s, loss=0.732, pair=0.000, adv=4.267, sprd=0.019]
Ep 049/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:03,  1.54it/s, loss=0.732, pair=0.000, adv=3.908, sprd=0.019]
Ep 049/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:11,  1.47it/s, loss=0.732, pair=0.000, adv=3.908, sprd=0.019]
Ep 049/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:11,  1.47it/s, loss=0.771, pair=0.001, adv=4.358, sprd=0.028]
Ep 049/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:04,  1.53it/s, loss=0.771, pair=0.001, adv=4.358, sprd=0.028]
Ep 049/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:04,  1.53it/s, loss=0.757, pair=0.000, adv=3.918, sprd=0.024]
Ep 049/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:09,  1.47it/s, loss=0.757, pair=0.000, adv=3.918, sprd=0.024]
Ep 049/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:09,  1.47it/s, loss=0.735, pair=0.000, adv=4.232, sprd=0.019]
Ep 049/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<02:58,  1.56it/s, loss=0.735, pair=0.000, adv=4.232, sprd=0.019]
Ep 049/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<02:58,  1.56it/s, loss=0.774, pair=0.001, adv=3.934, sprd=0.028]
Ep 049/60 [S3:+sens]:  17%|▍  | 55/333 [00:37<03:08,  1.47it/s, loss=0.774, pair=0.001, adv=3.934, sprd=0.028]
Ep 049/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:08,  1.47it/s, loss=0.741, pair=0.000, adv=3.896, sprd=0.021]
Ep 049/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:00,  1.53it/s, loss=0.741, pair=0.000, adv=3.896, sprd=0.021]
Ep 049/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:00,  1.53it/s, loss=0.738, pair=0.001, adv=4.407, sprd=0.020]
Ep 049/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.43it/s, loss=0.738, pair=0.001, adv=4.407, sprd=0.020]
Ep 049/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:13,  1.43it/s, loss=0.756, pair=0.000, adv=3.935, sprd=0.024]
Ep 049/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:02,  1.50it/s, loss=0.756, pair=0.000, adv=3.935, sprd=0.024]
Ep 049/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.50it/s, loss=0.741, pair=0.002, adv=3.899, sprd=0.019]
Ep 049/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:10,  1.44it/s, loss=0.741, pair=0.002, adv=3.899, sprd=0.019]
Ep 049/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:10,  1.44it/s, loss=0.735, pair=0.000, adv=4.494, sprd=0.020]
Ep 049/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:59,  1.52it/s, loss=0.735, pair=0.000, adv=4.494, sprd=0.020]
Ep 049/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:59,  1.52it/s, loss=0.795, pair=0.003, adv=3.994, sprd=0.014]
Ep 049/60 [S3:+sens]:  18%|▌  | 61/333 [00:41<03:05,  1.46it/s, loss=0.795, pair=0.003, adv=3.994, sprd=0.014]
Ep 049/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:05,  1.46it/s, loss=0.735, pair=0.001, adv=3.861, sprd=0.019]
Ep 049/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:57,  1.52it/s, loss=0.735, pair=0.001, adv=3.861, sprd=0.019]
Ep 049/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:57,  1.52it/s, loss=0.747, pair=0.008, adv=3.993, sprd=0.021]
Ep 049/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:05,  1.46it/s, loss=0.747, pair=0.008, adv=3.993, sprd=0.021]
Ep 049/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:05,  1.46it/s, loss=0.783, pair=0.003, adv=4.215, sprd=0.030]
Ep 049/60 [S3:+sens]:  19%|▌  | 64/333 [00:43<02:58,  1.51it/s, loss=0.783, pair=0.003, adv=4.215, sprd=0.030]
Ep 049/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:58,  1.51it/s, loss=0.750, pair=0.000, adv=3.963, sprd=0.022]
Ep 049/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:12,  1.39it/s, loss=0.750, pair=0.000, adv=3.963, sprd=0.022]
Ep 049/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:12,  1.39it/s, loss=0.755, pair=0.009, adv=4.309, sprd=0.023]
Ep 049/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<03:01,  1.47it/s, loss=0.755, pair=0.009, adv=4.309, sprd=0.023]
Ep 049/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<03:01,  1.47it/s, loss=0.761, pair=0.002, adv=3.945, sprd=0.024]
Ep 049/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.761, pair=0.002, adv=3.945, sprd=0.024]
Ep 049/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.725, pair=0.001, adv=3.564, sprd=0.018]
Ep 049/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:57,  1.49it/s, loss=0.725, pair=0.001, adv=3.564, sprd=0.018]
Ep 049/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.49it/s, loss=0.753, pair=0.001, adv=3.946, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:05,  1.42it/s, loss=0.753, pair=0.001, adv=3.946, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:05,  1.42it/s, loss=0.748, pair=0.001, adv=3.853, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▋  | 70/333 [00:47<02:53,  1.52it/s, loss=0.748, pair=0.001, adv=3.853, sprd=0.022]
Ep 049/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:53,  1.52it/s, loss=0.815, pair=0.001, adv=3.744, sprd=0.021]
Ep 049/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<02:58,  1.47it/s, loss=0.815, pair=0.001, adv=3.744, sprd=0.021]
Ep 049/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<02:58,  1.47it/s, loss=0.760, pair=0.001, adv=4.442, sprd=0.025]
Ep 049/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:51,  1.52it/s, loss=0.760, pair=0.001, adv=4.442, sprd=0.025]
Ep 049/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:51,  1.52it/s, loss=0.744, pair=0.001, adv=3.939, sprd=0.021]
Ep 049/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.744, pair=0.001, adv=3.939, sprd=0.021]
Ep 049/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.755, pair=0.000, adv=4.279, sprd=0.023]
Ep 049/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:51,  1.51it/s, loss=0.755, pair=0.000, adv=4.279, sprd=0.023]
Ep 049/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:51,  1.51it/s, loss=0.745, pair=0.000, adv=3.724, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:57,  1.45it/s, loss=0.745, pair=0.000, adv=3.724, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:57,  1.45it/s, loss=0.749, pair=0.001, adv=4.333, sprd=0.023]
Ep 049/60 [S3:+sens]:  23%|▋  | 76/333 [00:51<02:47,  1.54it/s, loss=0.749, pair=0.001, adv=4.333, sprd=0.023]
Ep 049/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:47,  1.54it/s, loss=0.734, pair=0.000, adv=3.764, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 77/333 [00:52<02:55,  1.46it/s, loss=0.734, pair=0.000, adv=3.764, sprd=0.020]
Ep 049/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.762, pair=0.000, adv=4.213, sprd=0.026]
Ep 049/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:48,  1.51it/s, loss=0.762, pair=0.000, adv=4.213, sprd=0.026]
Ep 049/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:48,  1.51it/s, loss=0.740, pair=0.001, adv=3.749, sprd=0.020]
Ep 049/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:56,  1.44it/s, loss=0.740, pair=0.001, adv=3.749, sprd=0.020]
Ep 049/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:56,  1.44it/s, loss=0.769, pair=0.000, adv=4.104, sprd=0.027]
Ep 049/60 [S3:+sens]:  24%|▋  | 80/333 [00:54<02:48,  1.50it/s, loss=0.769, pair=0.000, adv=4.104, sprd=0.027]
Ep 049/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.755, pair=0.000, adv=4.053, sprd=0.023]
Ep 049/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:55,  1.44it/s, loss=0.755, pair=0.000, adv=4.053, sprd=0.023]
Ep 049/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:55,  1.44it/s, loss=0.755, pair=0.000, adv=3.993, sprd=0.022]
Ep 049/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:46,  1.51it/s, loss=0.755, pair=0.000, adv=3.993, sprd=0.022]
Ep 049/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:46,  1.51it/s, loss=0.753, pair=0.001, adv=4.081, sprd=0.023]
Ep 049/60 [S3:+sens]:  25%|▋  | 83/333 [00:56<02:55,  1.43it/s, loss=0.753, pair=0.001, adv=4.081, sprd=0.023]
Ep 049/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.43it/s, loss=0.730, pair=0.000, adv=3.873, sprd=0.017]
Ep 049/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:44,  1.52it/s, loss=0.730, pair=0.000, adv=3.873, sprd=0.017]
Ep 049/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:44,  1.52it/s, loss=0.748, pair=0.002, adv=3.785, sprd=0.024]
Ep 049/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:55,  1.41it/s, loss=0.748, pair=0.002, adv=3.785, sprd=0.024]
Ep 049/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:55,  1.41it/s, loss=0.762, pair=0.000, adv=3.890, sprd=0.026]
Ep 049/60 [S3:+sens]:  26%|▊  | 86/333 [00:58<02:48,  1.47it/s, loss=0.762, pair=0.000, adv=3.890, sprd=0.026]
Ep 049/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:48,  1.47it/s, loss=0.767, pair=0.000, adv=3.641, sprd=0.028]
Ep 049/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:55,  1.40it/s, loss=0.767, pair=0.000, adv=3.641, sprd=0.028]
Ep 049/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:55,  1.40it/s, loss=0.771, pair=0.000, adv=3.895, sprd=0.029]
Ep 049/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:47,  1.46it/s, loss=0.771, pair=0.000, adv=3.895, sprd=0.029]
Ep 049/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:47,  1.46it/s, loss=0.733, pair=0.002, adv=3.799, sprd=0.020]
Ep 049/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.733, pair=0.002, adv=3.799, sprd=0.020]
Ep 049/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.763, pair=0.000, adv=4.103, sprd=0.027]
Ep 049/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:43,  1.48it/s, loss=0.763, pair=0.000, adv=4.103, sprd=0.027]
Ep 049/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.48it/s, loss=0.782, pair=0.000, adv=4.056, sprd=0.031]
Ep 049/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:57,  1.37it/s, loss=0.782, pair=0.000, adv=4.056, sprd=0.031]
Ep 049/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.37it/s, loss=0.767, pair=0.000, adv=3.572, sprd=0.026]
Ep 049/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:47,  1.44it/s, loss=0.767, pair=0.000, adv=3.572, sprd=0.026]
Ep 049/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:47,  1.44it/s, loss=0.738, pair=0.000, adv=3.947, sprd=0.020]
Ep 049/60 [S3:+sens]:  28%|▊  | 93/333 [01:03<02:56,  1.36it/s, loss=0.738, pair=0.000, adv=3.947, sprd=0.020]
Ep 049/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:56,  1.36it/s, loss=0.740, pair=0.000, adv=4.231, sprd=0.020]
Ep 049/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:45,  1.44it/s, loss=0.740, pair=0.000, adv=4.231, sprd=0.020]
Ep 049/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:45,  1.44it/s, loss=0.770, pair=0.000, adv=4.048, sprd=0.028]
Ep 049/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:51,  1.39it/s, loss=0.770, pair=0.000, adv=4.048, sprd=0.028]
Ep 049/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:51,  1.39it/s, loss=0.755, pair=0.000, adv=3.987, sprd=0.024]
Ep 049/60 [S3:+sens]:  29%|▊  | 96/333 [01:05<02:42,  1.46it/s, loss=0.755, pair=0.000, adv=3.987, sprd=0.024]
Ep 049/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:42,  1.46it/s, loss=0.752, pair=0.000, adv=4.066, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:46,  1.41it/s, loss=0.752, pair=0.000, adv=4.066, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.41it/s, loss=0.752, pair=0.001, adv=3.946, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.752, pair=0.001, adv=3.946, sprd=0.023]
Ep 049/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.750, pair=0.005, adv=3.947, sprd=0.023]
Ep 049/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.750, pair=0.005, adv=3.947, sprd=0.023]
Ep 049/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.736, pair=0.000, adv=4.062, sprd=0.019]
Ep 049/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.52it/s, loss=0.736, pair=0.000, adv=4.062, sprd=0.019]
Ep 049/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.755, pair=0.000, adv=4.053, sprd=0.023]
Ep 049/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.46it/s, loss=0.755, pair=0.000, adv=4.053, sprd=0.023]
Ep 049/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:39,  1.46it/s, loss=0.726, pair=0.000, adv=3.942, sprd=0.016]
Ep 049/60 [S3:+sens]:  31%|▌ | 102/333 [01:09<02:29,  1.54it/s, loss=0.726, pair=0.000, adv=3.942, sprd=0.016]
Ep 049/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:29,  1.54it/s, loss=0.742, pair=0.000, adv=4.013, sprd=0.018]
Ep 049/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:42,  1.41it/s, loss=0.742, pair=0.000, adv=4.013, sprd=0.018]
Ep 049/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.41it/s, loss=0.741, pair=0.001, adv=3.867, sprd=0.019]
Ep 049/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.49it/s, loss=0.741, pair=0.001, adv=3.867, sprd=0.019]
Ep 049/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.737, pair=0.003, adv=3.800, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:37,  1.45it/s, loss=0.737, pair=0.003, adv=3.800, sprd=0.020]
Ep 049/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:37,  1.45it/s, loss=0.740, pair=0.000, adv=4.396, sprd=0.019]
Ep 049/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:28,  1.53it/s, loss=0.740, pair=0.000, adv=4.396, sprd=0.019]
Ep 049/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:28,  1.53it/s, loss=0.804, pair=0.001, adv=3.642, sprd=0.019]
Ep 049/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:35,  1.46it/s, loss=0.804, pair=0.001, adv=3.642, sprd=0.019]
Ep 049/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:35,  1.46it/s, loss=0.748, pair=0.003, adv=4.024, sprd=0.021]
Ep 049/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.50it/s, loss=0.748, pair=0.003, adv=4.024, sprd=0.021]
Ep 049/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.50it/s, loss=0.744, pair=0.000, adv=3.936, sprd=0.021]
Ep 049/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:36,  1.43it/s, loss=0.744, pair=0.000, adv=3.936, sprd=0.021]
Ep 049/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:36,  1.43it/s, loss=0.765, pair=0.000, adv=4.093, sprd=0.026]
Ep 049/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:29,  1.49it/s, loss=0.765, pair=0.000, adv=4.093, sprd=0.026]
Ep 049/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:29,  1.49it/s, loss=0.751, pair=0.003, adv=3.920, sprd=0.021]
Ep 049/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:33,  1.44it/s, loss=0.751, pair=0.003, adv=3.920, sprd=0.021]
Ep 049/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:33,  1.44it/s, loss=0.753, pair=0.003, adv=3.555, sprd=0.023]
Ep 049/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:27,  1.49it/s, loss=0.753, pair=0.003, adv=3.555, sprd=0.023]
Ep 049/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.49it/s, loss=0.727, pair=0.000, adv=3.854, sprd=0.016]
Ep 049/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:38,  1.39it/s, loss=0.727, pair=0.000, adv=3.854, sprd=0.016]
Ep 049/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:38,  1.39it/s, loss=0.757, pair=0.000, adv=3.976, sprd=0.025]
Ep 049/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:29,  1.47it/s, loss=0.757, pair=0.000, adv=3.976, sprd=0.025]
Ep 049/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:29,  1.47it/s, loss=0.762, pair=0.000, adv=4.016, sprd=0.026]
Ep 049/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:41,  1.35it/s, loss=0.762, pair=0.000, adv=4.016, sprd=0.026]
Ep 049/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:41,  1.35it/s, loss=0.765, pair=0.000, adv=4.097, sprd=0.027]
Ep 049/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:30,  1.44it/s, loss=0.765, pair=0.000, adv=4.097, sprd=0.027]
Ep 049/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:30,  1.44it/s, loss=0.753, pair=0.001, adv=3.636, sprd=0.023]
Ep 049/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:34,  1.40it/s, loss=0.753, pair=0.001, adv=3.636, sprd=0.023]
Ep 049/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:34,  1.40it/s, loss=0.757, pair=0.000, adv=4.285, sprd=0.023]
Ep 049/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:26,  1.46it/s, loss=0.757, pair=0.000, adv=4.285, sprd=0.023]
Ep 049/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:26,  1.46it/s, loss=0.766, pair=0.001, adv=3.830, sprd=0.026]
Ep 049/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:34,  1.39it/s, loss=0.766, pair=0.001, adv=3.830, sprd=0.026]
Ep 049/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:34,  1.39it/s, loss=0.734, pair=0.001, adv=4.212, sprd=0.018]
Ep 049/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.49it/s, loss=0.734, pair=0.001, adv=4.212, sprd=0.018]
Ep 049/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.49it/s, loss=0.818, pair=0.000, adv=3.988, sprd=0.023]
Ep 049/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:26,  1.44it/s, loss=0.818, pair=0.000, adv=3.988, sprd=0.023]
Ep 049/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:26,  1.44it/s, loss=0.756, pair=0.000, adv=3.963, sprd=0.026]
Ep 049/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:21,  1.49it/s, loss=0.756, pair=0.000, adv=3.963, sprd=0.026]
Ep 049/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.747, pair=0.000, adv=3.935, sprd=0.021]
Ep 049/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:25,  1.44it/s, loss=0.747, pair=0.000, adv=3.935, sprd=0.021]
Ep 049/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:25,  1.44it/s, loss=0.746, pair=0.000, adv=3.607, sprd=0.021]
Ep 049/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.746, pair=0.000, adv=3.607, sprd=0.021]
Ep 049/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.751, pair=0.000, adv=3.833, sprd=0.023]
Ep 049/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:21,  1.47it/s, loss=0.751, pair=0.000, adv=3.833, sprd=0.023]
Ep 049/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:21,  1.47it/s, loss=0.783, pair=0.000, adv=3.781, sprd=0.031]
Ep 049/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.51it/s, loss=0.783, pair=0.000, adv=3.781, sprd=0.031]
Ep 049/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.51it/s, loss=0.756, pair=0.000, adv=3.847, sprd=0.025]
Ep 049/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.41it/s, loss=0.756, pair=0.000, adv=3.847, sprd=0.025]
Ep 049/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:25,  1.41it/s, loss=0.752, pair=0.003, adv=3.951, sprd=0.023]
Ep 049/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:18,  1.49it/s, loss=0.752, pair=0.003, adv=3.951, sprd=0.023]
Ep 049/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:18,  1.49it/s, loss=0.751, pair=0.000, adv=4.251, sprd=0.024]
Ep 049/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.42it/s, loss=0.751, pair=0.000, adv=4.251, sprd=0.024]
Ep 049/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.994, pair=0.635, adv=4.270, sprd=0.030]
Ep 049/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.47it/s, loss=0.994, pair=0.635, adv=4.270, sprd=0.030]
Ep 049/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.47it/s, loss=0.739, pair=0.008, adv=3.890, sprd=0.019]
Ep 049/60 [S3:+sens]:  39%|▊ | 131/333 [01:29<02:20,  1.44it/s, loss=0.739, pair=0.008, adv=3.890, sprd=0.019]
Ep 049/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.44it/s, loss=0.749, pair=0.000, adv=3.929, sprd=0.023]
Ep 049/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.50it/s, loss=0.749, pair=0.000, adv=3.929, sprd=0.023]
Ep 049/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.50it/s, loss=0.741, pair=0.005, adv=3.841, sprd=0.019]
Ep 049/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.741, pair=0.005, adv=3.841, sprd=0.019]
Ep 049/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.732, pair=0.000, adv=3.866, sprd=0.017]
Ep 049/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:11,  1.52it/s, loss=0.732, pair=0.000, adv=3.866, sprd=0.017]
Ep 049/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:11,  1.52it/s, loss=0.744, pair=0.000, adv=3.380, sprd=0.021]
Ep 049/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:15,  1.46it/s, loss=0.744, pair=0.000, adv=3.380, sprd=0.021]
Ep 049/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:15,  1.46it/s, loss=0.737, pair=0.000, adv=3.960, sprd=0.019]
Ep 049/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:09,  1.53it/s, loss=0.737, pair=0.000, adv=3.960, sprd=0.019]
Ep 049/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:09,  1.53it/s, loss=0.766, pair=0.002, adv=4.262, sprd=0.027]
Ep 049/60 [S3:+sens]:  41%|▊ | 137/333 [01:33<02:14,  1.45it/s, loss=0.766, pair=0.002, adv=4.262, sprd=0.027]
Ep 049/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:14,  1.45it/s, loss=0.729, pair=0.000, adv=4.148, sprd=0.017]
Ep 049/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:06,  1.54it/s, loss=0.729, pair=0.000, adv=4.148, sprd=0.017]
Ep 049/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:06,  1.54it/s, loss=0.746, pair=0.000, adv=4.188, sprd=0.021]
Ep 049/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:12,  1.46it/s, loss=0.746, pair=0.000, adv=4.188, sprd=0.021]
Ep 049/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:12,  1.46it/s, loss=0.747, pair=0.000, adv=3.930, sprd=0.022]
Ep 049/60 [S3:+sens]:  42%|▊ | 140/333 [01:35<02:06,  1.53it/s, loss=0.747, pair=0.000, adv=3.930, sprd=0.022]
Ep 049/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:06,  1.53it/s, loss=0.760, pair=0.000, adv=3.881, sprd=0.025]
Ep 049/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:13,  1.44it/s, loss=0.760, pair=0.000, adv=3.881, sprd=0.025]
Ep 049/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:13,  1.44it/s, loss=0.758, pair=0.000, adv=4.012, sprd=0.024]
Ep 049/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:07,  1.50it/s, loss=0.758, pair=0.000, adv=4.012, sprd=0.024]
Ep 049/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.50it/s, loss=0.750, pair=0.000, adv=4.157, sprd=0.023]
Ep 049/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.43it/s, loss=0.750, pair=0.000, adv=4.157, sprd=0.023]
Ep 049/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.43it/s, loss=0.736, pair=0.000, adv=3.796, sprd=0.021]
Ep 049/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:06,  1.50it/s, loss=0.736, pair=0.000, adv=3.796, sprd=0.021]
Ep 049/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:06,  1.50it/s, loss=0.737, pair=0.000, adv=3.860, sprd=0.019]
Ep 049/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:11,  1.43it/s, loss=0.737, pair=0.000, adv=3.860, sprd=0.019]
Ep 049/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.43it/s, loss=1.243, pair=1.392, adv=3.886, sprd=0.026]
Ep 049/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.49it/s, loss=1.243, pair=1.392, adv=3.886, sprd=0.026]
Ep 049/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:05,  1.49it/s, loss=0.749, pair=0.000, adv=3.919, sprd=0.023]
Ep 049/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:10,  1.43it/s, loss=0.749, pair=0.000, adv=3.919, sprd=0.023]
Ep 049/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:10,  1.43it/s, loss=0.742, pair=0.001, adv=4.090, sprd=0.021]
Ep 049/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:02,  1.51it/s, loss=0.742, pair=0.001, adv=4.090, sprd=0.021]
Ep 049/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.51it/s, loss=0.732, pair=0.000, adv=3.630, sprd=0.018]
Ep 049/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.45it/s, loss=0.732, pair=0.000, adv=3.630, sprd=0.018]
Ep 049/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.45it/s, loss=0.745, pair=0.000, adv=3.782, sprd=0.024]
Ep 049/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<02:01,  1.51it/s, loss=0.745, pair=0.000, adv=3.782, sprd=0.024]
Ep 049/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.762, pair=0.000, adv=3.872, sprd=0.024]
Ep 049/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:06,  1.44it/s, loss=0.762, pair=0.000, adv=3.872, sprd=0.024]
Ep 049/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.759, pair=0.000, adv=3.820, sprd=0.026]
Ep 049/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:01,  1.49it/s, loss=0.759, pair=0.000, adv=3.820, sprd=0.026]
Ep 049/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:01,  1.49it/s, loss=0.774, pair=0.003, adv=3.794, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 153/333 [01:44<02:10,  1.38it/s, loss=0.774, pair=0.003, adv=3.794, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:10,  1.38it/s, loss=0.772, pair=0.001, adv=4.198, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<02:03,  1.45it/s, loss=0.772, pair=0.001, adv=4.198, sprd=0.029]
Ep 049/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:03,  1.45it/s, loss=0.818, pair=0.001, adv=3.749, sprd=0.022]
Ep 049/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:06,  1.41it/s, loss=0.818, pair=0.001, adv=3.749, sprd=0.022]
Ep 049/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:06,  1.41it/s, loss=0.757, pair=0.001, adv=3.695, sprd=0.026]
Ep 049/60 [S3:+sens]:  47%|▉ | 156/333 [01:46<02:01,  1.46it/s, loss=0.757, pair=0.001, adv=3.695, sprd=0.026]
Ep 049/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:01,  1.46it/s, loss=0.754, pair=0.002, adv=3.752, sprd=0.020]
Ep 049/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:05,  1.40it/s, loss=0.754, pair=0.002, adv=3.752, sprd=0.020]
Ep 049/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:05,  1.40it/s, loss=0.762, pair=0.000, adv=3.912, sprd=0.023]
Ep 049/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:58,  1.48it/s, loss=0.762, pair=0.000, adv=3.912, sprd=0.023]
Ep 049/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.48it/s, loss=0.776, pair=0.001, adv=4.239, sprd=0.028]
Ep 049/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.776, pair=0.001, adv=4.239, sprd=0.028]
Ep 049/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.772, pair=0.000, adv=3.831, sprd=0.030]
Ep 049/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:57,  1.47it/s, loss=0.772, pair=0.000, adv=3.831, sprd=0.030]
Ep 049/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.726, pair=0.000, adv=3.599, sprd=0.016]
Ep 049/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:59,  1.44it/s, loss=0.726, pair=0.000, adv=3.599, sprd=0.016]
Ep 049/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:59,  1.44it/s, loss=0.752, pair=0.003, adv=3.859, sprd=0.024]
Ep 049/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.752, pair=0.003, adv=3.859, sprd=0.024]
Ep 049/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.778, pair=0.001, adv=3.590, sprd=0.028]
Ep 049/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<02:01,  1.40it/s, loss=0.778, pair=0.001, adv=3.590, sprd=0.028]
Ep 049/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:01,  1.40it/s, loss=0.764, pair=0.000, adv=3.866, sprd=0.026]
Ep 049/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:54,  1.48it/s, loss=0.764, pair=0.000, adv=3.866, sprd=0.026]
Ep 049/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:54,  1.48it/s, loss=0.755, pair=0.000, adv=3.751, sprd=0.024]
Ep 049/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<02:00,  1.39it/s, loss=0.755, pair=0.000, adv=3.751, sprd=0.024]
Ep 049/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<02:00,  1.39it/s, loss=0.744, pair=0.000, adv=3.820, sprd=0.022]
Ep 049/60 [S3:+sens]:  50%|▉ | 166/333 [01:53<01:53,  1.47it/s, loss=0.744, pair=0.000, adv=3.820, sprd=0.022]
Ep 049/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.755, pair=0.001, adv=3.990, sprd=0.026]
Ep 049/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:59,  1.38it/s, loss=0.755, pair=0.001, adv=3.990, sprd=0.026]
Ep 049/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:59,  1.38it/s, loss=0.754, pair=0.005, adv=3.839, sprd=0.024]
Ep 049/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.46it/s, loss=0.754, pair=0.005, adv=3.839, sprd=0.024]
Ep 049/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.46it/s, loss=0.734, pair=0.000, adv=3.724, sprd=0.019]
Ep 049/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:58,  1.38it/s, loss=0.734, pair=0.000, adv=3.724, sprd=0.019]
Ep 049/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:58,  1.38it/s, loss=0.755, pair=0.000, adv=3.807, sprd=0.025]
Ep 049/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:52,  1.45it/s, loss=0.755, pair=0.000, adv=3.807, sprd=0.025]
Ep 049/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:52,  1.45it/s, loss=0.734, pair=0.001, adv=3.752, sprd=0.019]
Ep 049/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:53,  1.42it/s, loss=0.734, pair=0.001, adv=3.752, sprd=0.019]
Ep 049/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.42it/s, loss=0.749, pair=0.001, adv=3.862, sprd=0.022]
Ep 049/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.749, pair=0.001, adv=3.862, sprd=0.022]
Ep 049/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.745, pair=0.000, adv=3.892, sprd=0.022]
Ep 049/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:51,  1.44it/s, loss=0.745, pair=0.000, adv=3.892, sprd=0.022]
Ep 049/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.753, pair=0.000, adv=3.642, sprd=0.024]
Ep 049/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.49it/s, loss=0.753, pair=0.000, adv=3.642, sprd=0.024]
Ep 049/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.49it/s, loss=0.813, pair=0.001, adv=3.496, sprd=0.021]
Ep 049/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.813, pair=0.001, adv=3.496, sprd=0.021]
Ep 049/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.804, pair=0.001, adv=3.970, sprd=0.036]
Ep 049/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:46,  1.47it/s, loss=0.804, pair=0.001, adv=3.970, sprd=0.036]
Ep 049/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.47it/s, loss=0.747, pair=0.003, adv=3.484, sprd=0.020]
Ep 049/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:49,  1.42it/s, loss=0.747, pair=0.003, adv=3.484, sprd=0.020]
Ep 049/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:49,  1.42it/s, loss=0.781, pair=0.003, adv=4.071, sprd=0.031]
Ep 049/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.47it/s, loss=0.781, pair=0.003, adv=4.071, sprd=0.031]
Ep 049/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.47it/s, loss=0.755, pair=0.003, adv=3.637, sprd=0.023]
Ep 049/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:46,  1.45it/s, loss=0.755, pair=0.003, adv=3.637, sprd=0.023]
Ep 049/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.45it/s, loss=0.771, pair=0.000, adv=3.565, sprd=0.029]
Ep 049/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.49it/s, loss=0.771, pair=0.000, adv=3.565, sprd=0.029]
Ep 049/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.745, pair=0.000, adv=3.844, sprd=0.022]
Ep 049/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:49,  1.39it/s, loss=0.745, pair=0.000, adv=3.844, sprd=0.022]
Ep 049/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:49,  1.39it/s, loss=0.765, pair=0.001, adv=4.083, sprd=0.028]
Ep 049/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:43,  1.46it/s, loss=0.765, pair=0.001, adv=4.083, sprd=0.028]
Ep 049/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.829, pair=0.000, adv=3.850, sprd=0.026]
Ep 049/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:46,  1.41it/s, loss=0.829, pair=0.000, adv=3.850, sprd=0.026]
Ep 049/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.766, pair=0.000, adv=4.101, sprd=0.027]
Ep 049/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.50it/s, loss=0.766, pair=0.000, adv=4.101, sprd=0.027]
Ep 049/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.50it/s, loss=0.761, pair=0.000, adv=3.845, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:46,  1.39it/s, loss=0.761, pair=0.000, adv=3.845, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:46,  1.39it/s, loss=0.754, pair=0.000, adv=4.050, sprd=0.023]
Ep 049/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:38,  1.49it/s, loss=0.754, pair=0.000, adv=4.050, sprd=0.023]
Ep 049/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.757, pair=0.000, adv=4.074, sprd=0.023]
Ep 049/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:41,  1.44it/s, loss=0.757, pair=0.000, adv=4.074, sprd=0.023]
Ep 049/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.751, pair=0.000, adv=3.970, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:36,  1.50it/s, loss=0.751, pair=0.000, adv=3.970, sprd=0.024]
Ep 049/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:36,  1.50it/s, loss=0.712, pair=0.000, adv=3.349, sprd=0.012]
Ep 049/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:37,  1.48it/s, loss=0.712, pair=0.000, adv=3.349, sprd=0.012]
Ep 049/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.48it/s, loss=0.750, pair=0.000, adv=3.993, sprd=0.022]
Ep 049/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:33,  1.52it/s, loss=0.750, pair=0.000, adv=3.993, sprd=0.022]
Ep 049/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:33,  1.52it/s, loss=0.762, pair=0.000, adv=4.108, sprd=0.027]
Ep 049/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:37,  1.45it/s, loss=0.762, pair=0.000, adv=4.108, sprd=0.027]
Ep 049/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:37,  1.45it/s, loss=0.761, pair=0.000, adv=3.935, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:33,  1.51it/s, loss=0.761, pair=0.000, adv=3.935, sprd=0.025]
Ep 049/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:33,  1.51it/s, loss=0.753, pair=0.000, adv=3.784, sprd=0.024]
Ep 049/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.46it/s, loss=0.753, pair=0.000, adv=3.784, sprd=0.024]
Ep 049/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.46it/s, loss=0.757, pair=0.003, adv=4.147, sprd=0.024]
Ep 049/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.757, pair=0.003, adv=4.147, sprd=0.024]
Ep 049/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.766, pair=0.000, adv=4.367, sprd=0.025]
Ep 049/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:34,  1.45it/s, loss=0.766, pair=0.000, adv=4.367, sprd=0.025]
Ep 049/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.45it/s, loss=0.774, pair=0.000, adv=4.008, sprd=0.030]
Ep 049/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.49it/s, loss=0.774, pair=0.000, adv=4.008, sprd=0.030]
Ep 049/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.49it/s, loss=0.789, pair=0.000, adv=4.208, sprd=0.034]
Ep 049/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.789, pair=0.000, adv=4.208, sprd=0.034]
Ep 049/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.740, pair=0.003, adv=4.244, sprd=0.021]
Ep 049/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:29,  1.50it/s, loss=0.740, pair=0.003, adv=4.244, sprd=0.021]
Ep 049/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.50it/s, loss=0.735, pair=0.001, adv=4.217, sprd=0.018]
Ep 049/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:34,  1.42it/s, loss=0.735, pair=0.001, adv=4.217, sprd=0.018]
Ep 049/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.42it/s, loss=0.743, pair=0.001, adv=4.451, sprd=0.021]
Ep 049/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.50it/s, loss=0.743, pair=0.001, adv=4.451, sprd=0.021]
Ep 049/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:28,  1.50it/s, loss=0.752, pair=0.001, adv=4.243, sprd=0.025]
Ep 049/60 [S3:+sens]:  60%|█▏| 201/333 [02:17<01:31,  1.44it/s, loss=0.752, pair=0.001, adv=4.243, sprd=0.025]
Ep 049/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.727, pair=0.000, adv=4.516, sprd=0.017]
Ep 049/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:25,  1.53it/s, loss=0.727, pair=0.000, adv=4.516, sprd=0.017]
Ep 049/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.53it/s, loss=0.765, pair=0.000, adv=3.864, sprd=0.026]
Ep 049/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.43it/s, loss=0.765, pair=0.000, adv=3.864, sprd=0.026]
Ep 049/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.43it/s, loss=0.774, pair=0.000, adv=4.400, sprd=0.027]
Ep 049/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:26,  1.49it/s, loss=0.774, pair=0.000, adv=4.400, sprd=0.027]
Ep 049/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.49it/s, loss=0.763, pair=0.000, adv=3.994, sprd=0.026]
Ep 049/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:30,  1.42it/s, loss=0.763, pair=0.000, adv=3.994, sprd=0.026]
Ep 049/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:30,  1.42it/s, loss=0.757, pair=0.000, adv=4.340, sprd=0.025]
Ep 049/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:25,  1.48it/s, loss=0.757, pair=0.000, adv=4.340, sprd=0.025]
Ep 049/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.733, pair=0.002, adv=3.946, sprd=0.019]
Ep 049/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.43it/s, loss=0.733, pair=0.002, adv=3.946, sprd=0.019]
Ep 049/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.43it/s, loss=0.756, pair=0.003, adv=4.315, sprd=0.023]
Ep 049/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:24,  1.49it/s, loss=0.756, pair=0.003, adv=4.315, sprd=0.023]
Ep 049/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.49it/s, loss=0.729, pair=0.000, adv=4.258, sprd=0.018]
Ep 049/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.47it/s, loss=0.729, pair=0.000, adv=4.258, sprd=0.018]
Ep 049/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.47it/s, loss=0.778, pair=0.003, adv=4.232, sprd=0.030]
Ep 049/60 [S3:+sens]:  63%|█▎| 210/333 [02:23<01:21,  1.51it/s, loss=0.778, pair=0.003, adv=4.232, sprd=0.030]
Ep 049/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.51it/s, loss=0.773, pair=0.000, adv=4.349, sprd=0.027]
Ep 049/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:25,  1.42it/s, loss=0.773, pair=0.000, adv=4.349, sprd=0.027]
Ep 049/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.762, pair=0.004, adv=4.214, sprd=0.026]
Ep 049/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.762, pair=0.004, adv=4.214, sprd=0.026]
Ep 049/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.755, pair=0.000, adv=4.519, sprd=0.024]
Ep 049/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.44it/s, loss=0.755, pair=0.000, adv=4.519, sprd=0.024]
Ep 049/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.44it/s, loss=0.766, pair=0.001, adv=3.876, sprd=0.024]
Ep 049/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:19,  1.49it/s, loss=0.766, pair=0.001, adv=3.876, sprd=0.024]
Ep 049/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.49it/s, loss=0.738, pair=0.000, adv=3.779, sprd=0.020]
Ep 049/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:23,  1.42it/s, loss=0.738, pair=0.000, adv=3.779, sprd=0.020]
Ep 049/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.42it/s, loss=0.789, pair=0.008, adv=4.361, sprd=0.030]
Ep 049/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:19,  1.47it/s, loss=0.789, pair=0.008, adv=4.361, sprd=0.030]
Ep 049/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:19,  1.47it/s, loss=0.743, pair=0.001, adv=4.414, sprd=0.021]
Ep 049/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:21,  1.43it/s, loss=0.743, pair=0.001, adv=4.414, sprd=0.021]
Ep 049/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.769, pair=0.001, adv=4.159, sprd=0.027]
Ep 049/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:17,  1.48it/s, loss=0.769, pair=0.001, adv=4.159, sprd=0.027]
Ep 049/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.48it/s, loss=0.755, pair=0.000, adv=4.264, sprd=0.024]
Ep 049/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.43it/s, loss=0.755, pair=0.000, adv=4.264, sprd=0.024]
Ep 049/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.43it/s, loss=0.750, pair=0.000, adv=4.240, sprd=0.022]
Ep 049/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:15,  1.50it/s, loss=0.750, pair=0.000, adv=4.240, sprd=0.022]
Ep 049/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.761, pair=0.000, adv=4.537, sprd=0.027]
Ep 049/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.44it/s, loss=0.761, pair=0.000, adv=4.537, sprd=0.027]
Ep 049/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.733, pair=0.000, adv=4.024, sprd=0.019]
Ep 049/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.733, pair=0.000, adv=4.024, sprd=0.019]
Ep 049/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.776, pair=0.000, adv=4.418, sprd=0.028]
Ep 049/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:16,  1.43it/s, loss=0.776, pair=0.000, adv=4.418, sprd=0.028]
Ep 049/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:16,  1.43it/s, loss=0.747, pair=0.004, adv=4.297, sprd=0.022]
Ep 049/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:12,  1.51it/s, loss=0.747, pair=0.004, adv=4.297, sprd=0.022]
Ep 049/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.51it/s, loss=0.758, pair=0.004, adv=4.195, sprd=0.024]
Ep 049/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:16,  1.42it/s, loss=0.758, pair=0.004, adv=4.195, sprd=0.024]
Ep 049/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:16,  1.42it/s, loss=0.735, pair=0.000, adv=3.919, sprd=0.020]
Ep 049/60 [S3:+sens]:  68%|█▎| 226/333 [02:34<01:11,  1.50it/s, loss=0.735, pair=0.000, adv=3.919, sprd=0.020]
Ep 049/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:11,  1.50it/s, loss=0.735, pair=0.000, adv=3.974, sprd=0.018]
Ep 049/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:15,  1.41it/s, loss=0.735, pair=0.000, adv=3.974, sprd=0.018]
Ep 049/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:15,  1.41it/s, loss=0.773, pair=0.002, adv=4.031, sprd=0.027]
Ep 049/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:11,  1.47it/s, loss=0.773, pair=0.002, adv=4.031, sprd=0.027]
Ep 049/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:11,  1.47it/s, loss=0.751, pair=0.003, adv=4.499, sprd=0.025]
Ep 049/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.751, pair=0.003, adv=4.499, sprd=0.025]
Ep 049/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.725, pair=0.002, adv=4.341, sprd=0.017]
Ep 049/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.49it/s, loss=0.725, pair=0.002, adv=4.341, sprd=0.017]
Ep 049/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.49it/s, loss=0.737, pair=0.003, adv=4.207, sprd=0.020]
Ep 049/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.43it/s, loss=0.737, pair=0.003, adv=4.207, sprd=0.020]
Ep 049/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.760, pair=0.005, adv=4.385, sprd=0.025]
Ep 049/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:08,  1.48it/s, loss=0.760, pair=0.005, adv=4.385, sprd=0.025]
Ep 049/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:08,  1.48it/s, loss=0.773, pair=0.004, adv=4.280, sprd=0.028]
Ep 049/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:10,  1.41it/s, loss=0.773, pair=0.004, adv=4.280, sprd=0.028]
Ep 049/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:10,  1.41it/s, loss=0.748, pair=0.005, adv=4.361, sprd=0.023]
Ep 049/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:06,  1.49it/s, loss=0.748, pair=0.005, adv=4.361, sprd=0.023]
Ep 049/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:06,  1.49it/s, loss=0.811, pair=0.003, adv=4.338, sprd=0.021]
Ep 049/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.811, pair=0.003, adv=4.338, sprd=0.021]
Ep 049/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.737, pair=0.002, adv=4.122, sprd=0.020]
Ep 049/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:04,  1.51it/s, loss=0.737, pair=0.002, adv=4.122, sprd=0.020]
Ep 049/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.727, pair=0.000, adv=4.141, sprd=0.016]
Ep 049/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.44it/s, loss=0.727, pair=0.000, adv=4.141, sprd=0.016]
Ep 049/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.782, pair=0.002, adv=4.040, sprd=0.029]
Ep 049/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:04,  1.48it/s, loss=0.782, pair=0.002, adv=4.040, sprd=0.029]
Ep 049/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:04,  1.48it/s, loss=0.778, pair=0.004, adv=4.410, sprd=0.029]
Ep 049/60 [S3:+sens]:  72%|█▍| 239/333 [02:43<01:06,  1.41it/s, loss=0.778, pair=0.004, adv=4.410, sprd=0.029]
Ep 049/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.41it/s, loss=0.745, pair=0.000, adv=4.398, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:02,  1.48it/s, loss=0.745, pair=0.000, adv=4.398, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.746, pair=0.000, adv=4.279, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.44it/s, loss=0.746, pair=0.000, adv=4.279, sprd=0.023]
Ep 049/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.44it/s, loss=0.742, pair=0.000, adv=4.299, sprd=0.021]
Ep 049/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<00:59,  1.52it/s, loss=0.742, pair=0.000, adv=4.299, sprd=0.021]
Ep 049/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<00:59,  1.52it/s, loss=0.728, pair=0.000, adv=4.021, sprd=0.016]
Ep 049/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:01,  1.46it/s, loss=0.728, pair=0.000, adv=4.021, sprd=0.016]
Ep 049/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:01,  1.46it/s, loss=0.722, pair=0.000, adv=3.891, sprd=0.015]
Ep 049/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:58,  1.53it/s, loss=0.722, pair=0.000, adv=3.891, sprd=0.015]
Ep 049/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:58,  1.53it/s, loss=0.737, pair=0.000, adv=4.359, sprd=0.020]
Ep 049/60 [S3:+sens]:  74%|█▍| 245/333 [02:47<01:00,  1.46it/s, loss=0.737, pair=0.000, adv=4.359, sprd=0.020]
Ep 049/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.46it/s, loss=0.748, pair=0.000, adv=4.547, sprd=0.022]
Ep 049/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:56,  1.53it/s, loss=0.748, pair=0.000, adv=4.547, sprd=0.022]
Ep 049/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:56,  1.53it/s, loss=0.741, pair=0.000, adv=4.531, sprd=0.021]
Ep 049/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.46it/s, loss=0.741, pair=0.000, adv=4.531, sprd=0.021]
Ep 049/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.46it/s, loss=0.737, pair=0.001, adv=4.240, sprd=0.019]
Ep 049/60 [S3:+sens]:  74%|█▍| 248/333 [02:49<00:55,  1.54it/s, loss=0.737, pair=0.001, adv=4.240, sprd=0.019]
Ep 049/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:55,  1.54it/s, loss=0.755, pair=0.002, adv=4.442, sprd=0.024]
Ep 049/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:56,  1.48it/s, loss=0.755, pair=0.002, adv=4.442, sprd=0.024]
Ep 049/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:56,  1.48it/s, loss=0.750, pair=0.000, adv=4.807, sprd=0.023]
Ep 049/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.53it/s, loss=0.750, pair=0.000, adv=4.807, sprd=0.023]
Ep 049/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.53it/s, loss=0.820, pair=0.000, adv=4.527, sprd=0.025]
Ep 049/60 [S3:+sens]:  75%|█▌| 251/333 [02:51<00:56,  1.46it/s, loss=0.820, pair=0.000, adv=4.527, sprd=0.025]
Ep 049/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.46it/s, loss=0.713, pair=0.000, adv=4.101, sprd=0.016]
Ep 049/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:52,  1.54it/s, loss=0.713, pair=0.000, adv=4.101, sprd=0.016]
Ep 049/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:52,  1.54it/s, loss=0.750, pair=0.000, adv=4.708, sprd=0.024]
Ep 049/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.45it/s, loss=0.750, pair=0.000, adv=4.708, sprd=0.024]
Ep 049/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.45it/s, loss=0.765, pair=0.000, adv=4.394, sprd=0.026]
Ep 049/60 [S3:+sens]:  76%|█▌| 254/333 [02:53<00:52,  1.51it/s, loss=0.765, pair=0.000, adv=4.394, sprd=0.026]
Ep 049/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.51it/s, loss=0.770, pair=0.001, adv=4.412, sprd=0.029]
Ep 049/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:54,  1.43it/s, loss=0.770, pair=0.001, adv=4.412, sprd=0.029]
Ep 049/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.738, pair=0.000, adv=3.765, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:50,  1.51it/s, loss=0.738, pair=0.000, adv=3.765, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:50,  1.51it/s, loss=0.749, pair=0.000, adv=4.197, sprd=0.024]
Ep 049/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.41it/s, loss=0.749, pair=0.000, adv=4.197, sprd=0.024]
Ep 049/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.41it/s, loss=0.741, pair=0.003, adv=4.194, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.49it/s, loss=0.741, pair=0.003, adv=4.194, sprd=0.020]
Ep 049/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.739, pair=0.001, adv=4.401, sprd=0.017]
Ep 049/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.43it/s, loss=0.739, pair=0.001, adv=4.401, sprd=0.017]
Ep 049/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.767, pair=0.001, adv=4.562, sprd=0.027]
Ep 049/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.49it/s, loss=0.767, pair=0.001, adv=4.562, sprd=0.027]
Ep 049/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.49it/s, loss=0.800, pair=0.003, adv=4.013, sprd=0.019]
Ep 049/60 [S3:+sens]:  78%|█▌| 261/333 [02:58<00:49,  1.46it/s, loss=0.800, pair=0.003, adv=4.013, sprd=0.019]
Ep 049/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.46it/s, loss=0.752, pair=0.001, adv=4.465, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:46,  1.52it/s, loss=0.752, pair=0.001, adv=4.465, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:46,  1.52it/s, loss=0.771, pair=0.003, adv=4.547, sprd=0.026]
Ep 049/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:48,  1.44it/s, loss=0.771, pair=0.003, adv=4.547, sprd=0.026]
Ep 049/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:48,  1.44it/s, loss=0.760, pair=0.001, adv=4.477, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:45,  1.51it/s, loss=0.760, pair=0.001, adv=4.477, sprd=0.023]
Ep 049/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.51it/s, loss=0.755, pair=0.000, adv=4.503, sprd=0.024]
Ep 049/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.41it/s, loss=0.755, pair=0.000, adv=4.503, sprd=0.024]
Ep 049/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=1.462, pair=2.039, adv=4.283, sprd=0.022]
Ep 049/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.49it/s, loss=1.462, pair=2.039, adv=4.283, sprd=0.022]
Ep 049/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.49it/s, loss=0.773, pair=0.000, adv=4.389, sprd=0.027]
Ep 049/60 [S3:+sens]:  80%|█▌| 267/333 [03:02<00:46,  1.42it/s, loss=0.773, pair=0.000, adv=4.389, sprd=0.027]
Ep 049/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.762, pair=0.003, adv=4.588, sprd=0.026]
Ep 049/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.48it/s, loss=0.762, pair=0.003, adv=4.588, sprd=0.026]
Ep 049/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.757, pair=0.000, adv=4.554, sprd=0.024]
Ep 049/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.43it/s, loss=0.757, pair=0.000, adv=4.554, sprd=0.024]
Ep 049/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.43it/s, loss=0.733, pair=0.001, adv=4.386, sprd=0.017]
Ep 049/60 [S3:+sens]:  81%|█▌| 270/333 [03:04<00:41,  1.53it/s, loss=0.733, pair=0.001, adv=4.386, sprd=0.017]
Ep 049/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.53it/s, loss=0.792, pair=0.001, adv=4.559, sprd=0.017]
Ep 049/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:42,  1.46it/s, loss=0.792, pair=0.001, adv=4.559, sprd=0.017]
Ep 049/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.46it/s, loss=0.763, pair=0.005, adv=4.149, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.51it/s, loss=0.763, pair=0.005, adv=4.149, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.51it/s, loss=0.740, pair=0.003, adv=4.097, sprd=0.020]
Ep 049/60 [S3:+sens]:  82%|█▋| 273/333 [03:06<00:41,  1.43it/s, loss=0.740, pair=0.003, adv=4.097, sprd=0.020]
Ep 049/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.43it/s, loss=0.757, pair=0.007, adv=4.268, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.50it/s, loss=0.757, pair=0.007, adv=4.268, sprd=0.024]
Ep 049/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.785, pair=0.012, adv=3.917, sprd=0.030]
Ep 049/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:41,  1.40it/s, loss=0.785, pair=0.012, adv=3.917, sprd=0.030]
Ep 049/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.40it/s, loss=0.765, pair=0.001, adv=4.369, sprd=0.026]
Ep 049/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.47it/s, loss=0.765, pair=0.001, adv=4.369, sprd=0.026]
Ep 049/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.47it/s, loss=0.725, pair=0.000, adv=4.309, sprd=0.018]
Ep 049/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:40,  1.39it/s, loss=0.725, pair=0.000, adv=4.309, sprd=0.018]
Ep 049/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:40,  1.39it/s, loss=0.742, pair=0.000, adv=4.395, sprd=0.021]
Ep 049/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:37,  1.47it/s, loss=0.742, pair=0.000, adv=4.395, sprd=0.021]
Ep 049/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.745, pair=0.000, adv=4.365, sprd=0.022]
Ep 049/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.42it/s, loss=0.745, pair=0.000, adv=4.365, sprd=0.022]
Ep 049/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.42it/s, loss=0.727, pair=0.000, adv=3.792, sprd=0.019]
Ep 049/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:35,  1.51it/s, loss=0.727, pair=0.000, adv=3.792, sprd=0.019]
Ep 049/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.51it/s, loss=0.807, pair=0.000, adv=4.134, sprd=0.019]
Ep 049/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:35,  1.47it/s, loss=0.807, pair=0.000, adv=4.134, sprd=0.019]
Ep 049/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.47it/s, loss=0.730, pair=0.000, adv=4.164, sprd=0.018]
Ep 049/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:32,  1.55it/s, loss=0.730, pair=0.000, adv=4.164, sprd=0.018]
Ep 049/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:32,  1.55it/s, loss=0.742, pair=0.000, adv=4.338, sprd=0.021]
Ep 049/60 [S3:+sens]:  85%|█▋| 283/333 [03:13<00:33,  1.51it/s, loss=0.742, pair=0.000, adv=4.338, sprd=0.021]
Ep 049/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:33,  1.51it/s, loss=0.746, pair=0.000, adv=3.939, sprd=0.021]
Ep 049/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:31,  1.55it/s, loss=0.746, pair=0.000, adv=3.939, sprd=0.021]
Ep 049/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:31,  1.55it/s, loss=0.758, pair=0.000, adv=4.096, sprd=0.024]
Ep 049/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:32,  1.46it/s, loss=0.758, pair=0.000, adv=4.096, sprd=0.024]
Ep 049/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:32,  1.46it/s, loss=0.737, pair=0.000, adv=4.373, sprd=0.020]
Ep 049/60 [S3:+sens]:  86%|█▋| 286/333 [03:15<00:31,  1.51it/s, loss=0.737, pair=0.000, adv=4.373, sprd=0.020]
Ep 049/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.51it/s, loss=0.817, pair=0.001, adv=4.577, sprd=0.023]
Ep 049/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:31,  1.44it/s, loss=0.817, pair=0.001, adv=4.577, sprd=0.023]
Ep 049/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.44it/s, loss=0.765, pair=0.002, adv=4.517, sprd=0.026]
Ep 049/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.49it/s, loss=0.765, pair=0.002, adv=4.517, sprd=0.026]
Ep 049/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.49it/s, loss=0.756, pair=0.002, adv=4.235, sprd=0.024]
Ep 049/60 [S3:+sens]:  87%|█▋| 289/333 [03:17<00:31,  1.42it/s, loss=0.756, pair=0.002, adv=4.235, sprd=0.024]
Ep 049/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:31,  1.42it/s, loss=0.768, pair=0.001, adv=4.763, sprd=0.027]
Ep 049/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:29,  1.48it/s, loss=0.768, pair=0.001, adv=4.763, sprd=0.027]
Ep 049/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.48it/s, loss=0.770, pair=0.000, adv=4.630, sprd=0.027]
Ep 049/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.42it/s, loss=0.770, pair=0.000, adv=4.630, sprd=0.027]
Ep 049/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.42it/s, loss=0.741, pair=0.000, adv=4.430, sprd=0.019]
Ep 049/60 [S3:+sens]:  88%|█▊| 292/333 [03:19<00:27,  1.49it/s, loss=0.741, pair=0.000, adv=4.430, sprd=0.019]
Ep 049/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.49it/s, loss=0.740, pair=0.000, adv=4.270, sprd=0.020]
Ep 049/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:27,  1.44it/s, loss=0.740, pair=0.000, adv=4.270, sprd=0.020]
Ep 049/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.44it/s, loss=0.745, pair=0.000, adv=4.152, sprd=0.021]
Ep 049/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.52it/s, loss=0.745, pair=0.000, adv=4.152, sprd=0.021]
Ep 049/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.52it/s, loss=0.757, pair=0.000, adv=4.638, sprd=0.024]
Ep 049/60 [S3:+sens]:  89%|█▊| 295/333 [03:21<00:26,  1.45it/s, loss=0.757, pair=0.000, adv=4.638, sprd=0.024]
Ep 049/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.45it/s, loss=0.750, pair=0.000, adv=4.198, sprd=0.021]
Ep 049/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.53it/s, loss=0.750, pair=0.000, adv=4.198, sprd=0.021]
Ep 049/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.53it/s, loss=0.750, pair=0.003, adv=4.494, sprd=0.023]
Ep 049/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:24,  1.45it/s, loss=0.750, pair=0.003, adv=4.494, sprd=0.023]
Ep 049/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:24,  1.45it/s, loss=0.741, pair=0.000, adv=4.534, sprd=0.021]
Ep 049/60 [S3:+sens]:  89%|█▊| 298/333 [03:23<00:22,  1.52it/s, loss=0.741, pair=0.000, adv=4.534, sprd=0.021]
Ep 049/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:22,  1.52it/s, loss=0.750, pair=0.001, adv=4.433, sprd=0.022]
Ep 049/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:23,  1.45it/s, loss=0.750, pair=0.001, adv=4.433, sprd=0.022]
Ep 049/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.45it/s, loss=0.750, pair=0.005, adv=4.146, sprd=0.022]
Ep 049/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:21,  1.51it/s, loss=0.750, pair=0.005, adv=4.146, sprd=0.022]
Ep 049/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:21,  1.51it/s, loss=0.745, pair=0.000, adv=4.318, sprd=0.021]
Ep 049/60 [S3:+sens]:  90%|█▊| 301/333 [03:25<00:21,  1.46it/s, loss=0.745, pair=0.000, adv=4.318, sprd=0.021]
Ep 049/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:21,  1.46it/s, loss=0.752, pair=0.002, adv=4.171, sprd=0.024]
Ep 049/60 [S3:+sens]:  91%|█▊| 302/333 [03:26<00:20,  1.51it/s, loss=0.752, pair=0.002, adv=4.171, sprd=0.024]
Ep 049/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.51it/s, loss=0.754, pair=0.000, adv=4.455, sprd=0.023]
Ep 049/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.45it/s, loss=0.754, pair=0.000, adv=4.455, sprd=0.023]
Ep 049/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.45it/s, loss=0.754, pair=0.000, adv=4.150, sprd=0.023]
Ep 049/60 [S3:+sens]:  91%|█▊| 304/333 [03:27<00:19,  1.50it/s, loss=0.754, pair=0.000, adv=4.150, sprd=0.023]
Ep 049/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.50it/s, loss=0.761, pair=0.002, adv=4.391, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:19,  1.43it/s, loss=0.761, pair=0.002, adv=4.391, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.43it/s, loss=0.746, pair=0.000, adv=4.539, sprd=0.021]
Ep 049/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:17,  1.52it/s, loss=0.746, pair=0.000, adv=4.539, sprd=0.021]
Ep 049/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.52it/s, loss=0.762, pair=0.000, adv=4.070, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.44it/s, loss=0.762, pair=0.000, adv=4.070, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.44it/s, loss=0.760, pair=0.001, adv=4.552, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:16,  1.48it/s, loss=0.760, pair=0.001, adv=4.552, sprd=0.025]
Ep 049/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.48it/s, loss=0.738, pair=0.000, adv=4.462, sprd=0.019]
Ep 049/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.46it/s, loss=0.738, pair=0.000, adv=4.462, sprd=0.019]
Ep 049/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.46it/s, loss=0.762, pair=0.002, adv=4.108, sprd=0.024]
Ep 049/60 [S3:+sens]:  93%|█▊| 310/333 [03:31<00:15,  1.51it/s, loss=0.762, pair=0.002, adv=4.108, sprd=0.024]
Ep 049/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.51it/s, loss=0.751, pair=0.001, adv=4.346, sprd=0.022]
Ep 049/60 [S3:+sens]:  93%|█▊| 311/333 [03:32<00:15,  1.45it/s, loss=0.751, pair=0.001, adv=4.346, sprd=0.022]
Ep 049/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.45it/s, loss=0.743, pair=0.000, adv=4.362, sprd=0.022]
Ep 049/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:13,  1.51it/s, loss=0.743, pair=0.000, adv=4.362, sprd=0.022]
Ep 049/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.51it/s, loss=0.746, pair=0.000, adv=4.814, sprd=0.022]
Ep 049/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.47it/s, loss=0.746, pair=0.000, adv=4.814, sprd=0.022]
Ep 049/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.47it/s, loss=0.736, pair=0.001, adv=4.156, sprd=0.020]
Ep 049/60 [S3:+sens]:  94%|█▉| 314/333 [03:34<00:12,  1.54it/s, loss=0.736, pair=0.001, adv=4.156, sprd=0.020]
Ep 049/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.54it/s, loss=0.770, pair=0.000, adv=4.719, sprd=0.027]
Ep 049/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:12,  1.47it/s, loss=0.770, pair=0.000, adv=4.719, sprd=0.027]
Ep 049/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:12,  1.47it/s, loss=0.740, pair=0.000, adv=4.542, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 316/333 [03:35<00:10,  1.55it/s, loss=0.740, pair=0.000, adv=4.542, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:10,  1.55it/s, loss=0.737, pair=0.000, adv=3.938, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 317/333 [03:36<00:10,  1.47it/s, loss=0.737, pair=0.000, adv=3.938, sprd=0.021]
Ep 049/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:10,  1.47it/s, loss=0.752, pair=0.002, adv=3.967, sprd=0.023]
Ep 049/60 [S3:+sens]:  95%|█▉| 318/333 [03:37<00:09,  1.52it/s, loss=0.752, pair=0.002, adv=3.967, sprd=0.023]
Ep 049/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.52it/s, loss=0.744, pair=0.002, adv=4.379, sprd=0.021]
Ep 049/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.47it/s, loss=0.744, pair=0.002, adv=4.379, sprd=0.021]
Ep 049/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.47it/s, loss=0.757, pair=0.003, adv=4.533, sprd=0.025]
Ep 049/60 [S3:+sens]:  96%|█▉| 320/333 [03:38<00:08,  1.53it/s, loss=0.757, pair=0.003, adv=4.533, sprd=0.025]
Ep 049/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.53it/s, loss=0.742, pair=0.000, adv=4.107, sprd=0.020]
Ep 049/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.44it/s, loss=0.742, pair=0.000, adv=4.107, sprd=0.020]
Ep 049/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.733, pair=0.005, adv=3.835, sprd=0.018]
Ep 049/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.51it/s, loss=0.733, pair=0.005, adv=3.835, sprd=0.018]
Ep 049/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.51it/s, loss=0.738, pair=0.003, adv=4.149, sprd=0.018]
Ep 049/60 [S3:+sens]:  97%|█▉| 323/333 [03:40<00:06,  1.47it/s, loss=0.738, pair=0.003, adv=4.149, sprd=0.018]
Ep 049/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.47it/s, loss=0.766, pair=0.000, adv=4.156, sprd=0.027]
Ep 049/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:05,  1.51it/s, loss=0.766, pair=0.000, adv=4.156, sprd=0.027]
Ep 049/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.51it/s, loss=0.732, pair=0.000, adv=4.083, sprd=0.019]
Ep 049/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.46it/s, loss=0.732, pair=0.000, adv=4.083, sprd=0.019]
Ep 049/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.46it/s, loss=0.766, pair=0.000, adv=4.152, sprd=0.027]
Ep 049/60 [S3:+sens]:  98%|█▉| 326/333 [03:42<00:04,  1.51it/s, loss=0.766, pair=0.000, adv=4.152, sprd=0.027]
Ep 049/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.51it/s, loss=0.737, pair=0.002, adv=4.449, sprd=0.019]
Ep 049/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.43it/s, loss=0.737, pair=0.002, adv=4.449, sprd=0.019]
Ep 049/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.744, pair=0.000, adv=4.383, sprd=0.020]
Ep 049/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.52it/s, loss=0.744, pair=0.000, adv=4.383, sprd=0.020]
Ep 049/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.52it/s, loss=0.732, pair=0.001, adv=4.054, sprd=0.019]
Ep 049/60 [S3:+sens]:  99%|█▉| 329/333 [03:44<00:02,  1.45it/s, loss=0.732, pair=0.001, adv=4.054, sprd=0.019]
Ep 049/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.45it/s, loss=0.757, pair=0.000, adv=4.426, sprd=0.025]
Ep 049/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:01,  1.51it/s, loss=0.757, pair=0.000, adv=4.426, sprd=0.025]
Ep 049/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.51it/s, loss=0.729, pair=0.000, adv=4.067, sprd=0.018]
Ep 049/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.44it/s, loss=0.729, pair=0.000, adv=4.067, sprd=0.018]
Ep 049/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.44it/s, loss=0.733, pair=0.000, adv=4.191, sprd=0.017]
Ep 049/60 [S3:+sens]: 100%|█▉| 332/333 [03:46<00:00,  1.52it/s, loss=0.733, pair=0.000, adv=4.191, sprd=0.017]
Ep 049/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.52it/s, loss=0.749, pair=0.000, adv=4.136, sprd=0.020]
Ep 049/60 [S3:+sens]: 100%|██| 333/333 [03:47<00:00,  1.45it/s, loss=0.749, pair=0.000, adv=4.136, sprd=0.020]
                                                                                                              
Epoch 049/60 [S3:+sens]  loss=0.7609  mat=0.3378  sens=1.0299  pair=0.0197  adv=4.1049(rand=3.37)  deg=0.0070  orth=0.0005  spread=0.0229  q_mean=50.8  q_std=16.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.41e-05  228s

Ep 050/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 050/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.760, pair=0.000, adv=4.029, sprd=0.025]
Ep 050/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:34,  1.19s/it, loss=0.760, pair=0.000, adv=4.029, sprd=0.025]
Ep 050/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:34,  1.19s/it, loss=0.741, pair=0.001, adv=4.378, sprd=0.022]
Ep 050/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:38,  1.19it/s, loss=0.741, pair=0.001, adv=4.378, sprd=0.022]
Ep 050/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:38,  1.19it/s, loss=0.751, pair=0.000, adv=4.286, sprd=0.022]
Ep 050/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:27,  1.23it/s, loss=0.751, pair=0.000, adv=4.286, sprd=0.022]
Ep 050/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:27,  1.23it/s, loss=0.763, pair=0.000, adv=4.054, sprd=0.027]
Ep 050/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:01,  1.36it/s, loss=0.763, pair=0.000, adv=4.054, sprd=0.027]
Ep 050/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:01,  1.36it/s, loss=0.750, pair=0.000, adv=4.174, sprd=0.023]
Ep 050/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:04,  1.34it/s, loss=0.750, pair=0.000, adv=4.174, sprd=0.023]
Ep 050/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:04,  1.34it/s, loss=0.762, pair=0.001, adv=4.102, sprd=0.027]
Ep 050/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:50,  1.42it/s, loss=0.762, pair=0.001, adv=4.102, sprd=0.027]
Ep 050/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:50,  1.42it/s, loss=0.757, pair=0.000, adv=4.207, sprd=0.025]
Ep 050/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:56,  1.38it/s, loss=0.757, pair=0.000, adv=4.207, sprd=0.025]
Ep 050/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:56,  1.38it/s, loss=0.749, pair=0.000, adv=4.755, sprd=0.022]
Ep 050/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:41,  1.47it/s, loss=0.749, pair=0.000, adv=4.755, sprd=0.022]
Ep 050/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:41,  1.47it/s, loss=0.769, pair=0.003, adv=4.183, sprd=0.026]
Ep 050/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.769, pair=0.003, adv=4.183, sprd=0.026]
Ep 050/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.757, pair=0.001, adv=4.727, sprd=0.024]
Ep 050/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:38,  1.48it/s, loss=0.757, pair=0.001, adv=4.727, sprd=0.024]
Ep 050/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:38,  1.48it/s, loss=0.751, pair=0.002, adv=4.211, sprd=0.022]
Ep 050/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.44it/s, loss=0.751, pair=0.002, adv=4.211, sprd=0.022]
Ep 050/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.44it/s, loss=0.745, pair=0.007, adv=4.119, sprd=0.021]
Ep 050/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:34,  1.50it/s, loss=0.745, pair=0.007, adv=4.119, sprd=0.021]
Ep 050/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:34,  1.50it/s, loss=0.766, pair=0.000, adv=4.338, sprd=0.027]
Ep 050/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:44,  1.42it/s, loss=0.766, pair=0.000, adv=4.338, sprd=0.027]
Ep 050/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:44,  1.42it/s, loss=0.759, pair=0.002, adv=4.680, sprd=0.025]
Ep 050/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.759, pair=0.002, adv=4.680, sprd=0.025]
Ep 050/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.747, pair=0.001, adv=4.159, sprd=0.022]
Ep 050/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:44,  1.42it/s, loss=0.747, pair=0.001, adv=4.159, sprd=0.022]
Ep 050/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:44,  1.42it/s, loss=0.745, pair=0.000, adv=4.234, sprd=0.023]
Ep 050/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:33,  1.48it/s, loss=0.745, pair=0.000, adv=4.234, sprd=0.023]
Ep 050/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:33,  1.48it/s, loss=0.750, pair=0.004, adv=4.350, sprd=0.024]
Ep 050/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.41it/s, loss=0.750, pair=0.004, adv=4.350, sprd=0.024]
Ep 050/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.41it/s, loss=0.768, pair=0.000, adv=4.525, sprd=0.028]
Ep 050/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:33,  1.48it/s, loss=0.768, pair=0.000, adv=4.525, sprd=0.028]
Ep 050/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:33,  1.48it/s, loss=0.757, pair=0.002, adv=4.210, sprd=0.023]
Ep 050/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:50,  1.36it/s, loss=0.757, pair=0.002, adv=4.210, sprd=0.023]
Ep 050/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:50,  1.36it/s, loss=0.736, pair=0.000, adv=4.135, sprd=0.021]
Ep 050/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:36,  1.45it/s, loss=0.736, pair=0.000, adv=4.135, sprd=0.021]
Ep 050/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:36,  1.45it/s, loss=0.738, pair=0.000, adv=3.916, sprd=0.019]
Ep 050/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.41it/s, loss=0.738, pair=0.000, adv=3.916, sprd=0.019]
Ep 050/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.41it/s, loss=0.760, pair=0.002, adv=4.471, sprd=0.025]
Ep 050/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:30,  1.48it/s, loss=0.760, pair=0.002, adv=4.471, sprd=0.025]
Ep 050/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:30,  1.48it/s, loss=0.748, pair=0.002, adv=4.358, sprd=0.023]
Ep 050/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:48,  1.36it/s, loss=0.748, pair=0.002, adv=4.358, sprd=0.023]
Ep 050/60 [S3:+sens]:   7%|▏  | 23/333 [00:17<03:48,  1.36it/s, loss=0.761, pair=0.003, adv=4.146, sprd=0.025]
Ep 050/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:33,  1.45it/s, loss=0.761, pair=0.003, adv=4.146, sprd=0.025]
Ep 050/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:33,  1.45it/s, loss=0.728, pair=0.006, adv=3.696, sprd=0.017]
Ep 050/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:46,  1.36it/s, loss=0.728, pair=0.006, adv=3.696, sprd=0.017]
Ep 050/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:46,  1.36it/s, loss=0.757, pair=0.003, adv=4.423, sprd=0.025]
Ep 050/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:32,  1.44it/s, loss=0.757, pair=0.003, adv=4.423, sprd=0.025]
Ep 050/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:32,  1.44it/s, loss=0.765, pair=0.001, adv=4.307, sprd=0.026]
Ep 050/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:38,  1.40it/s, loss=0.765, pair=0.001, adv=4.307, sprd=0.026]
Ep 050/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:38,  1.40it/s, loss=0.749, pair=0.000, adv=4.153, sprd=0.023]
Ep 050/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:28,  1.46it/s, loss=0.749, pair=0.000, adv=4.153, sprd=0.023]
Ep 050/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:28,  1.46it/s, loss=0.730, pair=0.002, adv=3.903, sprd=0.017]
Ep 050/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:34,  1.42it/s, loss=0.730, pair=0.002, adv=3.903, sprd=0.017]
Ep 050/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:34,  1.42it/s, loss=0.795, pair=0.006, adv=4.006, sprd=0.032]
Ep 050/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:26,  1.46it/s, loss=0.795, pair=0.006, adv=4.006, sprd=0.032]
Ep 050/60 [S3:+sens]:   9%|▎  | 30/333 [00:22<03:26,  1.46it/s, loss=0.770, pair=0.001, adv=4.530, sprd=0.027]
Ep 050/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:32,  1.42it/s, loss=0.770, pair=0.001, adv=4.530, sprd=0.027]
Ep 050/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:32,  1.42it/s, loss=0.757, pair=0.003, adv=4.694, sprd=0.026]
Ep 050/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:23,  1.48it/s, loss=0.757, pair=0.003, adv=4.694, sprd=0.026]
Ep 050/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:23,  1.48it/s, loss=0.739, pair=0.004, adv=4.063, sprd=0.019]
Ep 050/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:31,  1.42it/s, loss=0.739, pair=0.004, adv=4.063, sprd=0.019]
Ep 050/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:31,  1.42it/s, loss=0.743, pair=0.000, adv=4.622, sprd=0.021]
Ep 050/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.51it/s, loss=0.743, pair=0.000, adv=4.622, sprd=0.021]
Ep 050/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.51it/s, loss=0.751, pair=0.002, adv=4.391, sprd=0.022]
Ep 050/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:28,  1.43it/s, loss=0.751, pair=0.002, adv=4.391, sprd=0.022]
Ep 050/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:28,  1.43it/s, loss=0.730, pair=0.001, adv=3.988, sprd=0.018]
Ep 050/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.51it/s, loss=0.730, pair=0.001, adv=3.988, sprd=0.018]
Ep 050/60 [S3:+sens]:  11%|▎  | 36/333 [00:26<03:17,  1.51it/s, loss=0.738, pair=0.000, adv=4.163, sprd=0.019]
Ep 050/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:25,  1.44it/s, loss=0.738, pair=0.000, adv=4.163, sprd=0.019]
Ep 050/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:25,  1.44it/s, loss=0.747, pair=0.003, adv=4.146, sprd=0.023]
Ep 050/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:16,  1.50it/s, loss=0.747, pair=0.003, adv=4.146, sprd=0.023]
Ep 050/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:16,  1.50it/s, loss=1.394, pair=1.906, adv=4.218, sprd=0.018]
Ep 050/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=1.394, pair=1.906, adv=4.218, sprd=0.018]
Ep 050/60 [S3:+sens]:  12%|▎  | 39/333 [00:28<03:25,  1.43it/s, loss=0.754, pair=0.008, adv=4.308, sprd=0.023]
Ep 050/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:16,  1.49it/s, loss=0.754, pair=0.008, adv=4.308, sprd=0.023]
Ep 050/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:16,  1.49it/s, loss=0.786, pair=0.007, adv=4.386, sprd=0.031]
Ep 050/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:34,  1.36it/s, loss=0.786, pair=0.007, adv=4.386, sprd=0.031]
Ep 050/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:34,  1.36it/s, loss=0.765, pair=0.006, adv=4.127, sprd=0.026]
Ep 050/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:21,  1.44it/s, loss=0.765, pair=0.006, adv=4.127, sprd=0.026]
Ep 050/60 [S3:+sens]:  13%|▍  | 42/333 [00:30<03:21,  1.44it/s, loss=0.757, pair=0.006, adv=3.972, sprd=0.024]
Ep 050/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:26,  1.40it/s, loss=0.757, pair=0.006, adv=3.972, sprd=0.024]
Ep 050/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:26,  1.40it/s, loss=0.758, pair=0.003, adv=3.740, sprd=0.026]
Ep 050/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:17,  1.46it/s, loss=0.758, pair=0.003, adv=3.740, sprd=0.026]
Ep 050/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:17,  1.46it/s, loss=0.784, pair=0.006, adv=4.166, sprd=0.029]
Ep 050/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:27,  1.39it/s, loss=0.784, pair=0.006, adv=4.166, sprd=0.029]
Ep 050/60 [S3:+sens]:  14%|▍  | 45/333 [00:32<03:27,  1.39it/s, loss=0.763, pair=0.006, adv=4.259, sprd=0.026]
Ep 050/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:16,  1.46it/s, loss=0.763, pair=0.006, adv=4.259, sprd=0.026]
Ep 050/60 [S3:+sens]:  14%|▍  | 46/333 [00:33<03:16,  1.46it/s, loss=0.753, pair=0.007, adv=4.341, sprd=0.023]
Ep 050/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.753, pair=0.007, adv=4.341, sprd=0.023]
Ep 050/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:20,  1.43it/s, loss=0.742, pair=0.005, adv=3.964, sprd=0.020]
Ep 050/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:10,  1.49it/s, loss=0.742, pair=0.005, adv=3.964, sprd=0.020]
Ep 050/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:10,  1.49it/s, loss=0.752, pair=0.003, adv=4.538, sprd=0.024]
Ep 050/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.752, pair=0.003, adv=4.538, sprd=0.024]
Ep 050/60 [S3:+sens]:  15%|▍  | 49/333 [00:35<03:18,  1.43it/s, loss=0.742, pair=0.005, adv=4.229, sprd=0.019]
Ep 050/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:05,  1.52it/s, loss=0.742, pair=0.005, adv=4.229, sprd=0.019]
Ep 050/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:05,  1.52it/s, loss=0.743, pair=0.000, adv=4.220, sprd=0.021]
Ep 050/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:22,  1.40it/s, loss=0.743, pair=0.000, adv=4.220, sprd=0.021]
Ep 050/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:22,  1.40it/s, loss=0.742, pair=0.003, adv=4.205, sprd=0.021]
Ep 050/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:09,  1.49it/s, loss=0.742, pair=0.003, adv=4.205, sprd=0.021]
Ep 050/60 [S3:+sens]:  16%|▍  | 52/333 [00:37<03:09,  1.49it/s, loss=0.777, pair=0.002, adv=3.952, sprd=0.028]
Ep 050/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:23,  1.38it/s, loss=0.777, pair=0.002, adv=3.952, sprd=0.028]
Ep 050/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:23,  1.38it/s, loss=0.740, pair=0.001, adv=4.205, sprd=0.019]
Ep 050/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:10,  1.47it/s, loss=0.740, pair=0.001, adv=4.205, sprd=0.019]
Ep 050/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:10,  1.47it/s, loss=0.774, pair=0.001, adv=4.361, sprd=0.030]
Ep 050/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:16,  1.42it/s, loss=0.774, pair=0.001, adv=4.361, sprd=0.030]
Ep 050/60 [S3:+sens]:  17%|▍  | 55/333 [00:39<03:16,  1.42it/s, loss=0.756, pair=0.001, adv=4.204, sprd=0.023]
Ep 050/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:05,  1.49it/s, loss=0.756, pair=0.001, adv=4.204, sprd=0.023]
Ep 050/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:05,  1.49it/s, loss=0.750, pair=0.001, adv=4.286, sprd=0.022]
Ep 050/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:11,  1.44it/s, loss=0.750, pair=0.001, adv=4.286, sprd=0.022]
Ep 050/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:11,  1.44it/s, loss=0.754, pair=0.001, adv=4.385, sprd=0.022]
Ep 050/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.754, pair=0.001, adv=4.385, sprd=0.022]
Ep 050/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:02,  1.51it/s, loss=1.501, pair=2.230, adv=3.854, sprd=0.016]
Ep 050/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:06,  1.47it/s, loss=1.501, pair=2.230, adv=3.854, sprd=0.016]
Ep 050/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:06,  1.47it/s, loss=0.756, pair=0.000, adv=4.414, sprd=0.024]
Ep 050/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:59,  1.52it/s, loss=0.756, pair=0.000, adv=4.414, sprd=0.024]
Ep 050/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<02:59,  1.52it/s, loss=0.771, pair=0.001, adv=3.846, sprd=0.027]
Ep 050/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:09,  1.44it/s, loss=0.771, pair=0.001, adv=3.846, sprd=0.027]
Ep 050/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:09,  1.44it/s, loss=0.754, pair=0.001, adv=4.234, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:00,  1.50it/s, loss=0.754, pair=0.001, adv=4.234, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 62/333 [00:44<03:00,  1.50it/s, loss=0.752, pair=0.003, adv=3.911, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:08,  1.43it/s, loss=0.752, pair=0.003, adv=3.911, sprd=0.024]
Ep 050/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:08,  1.43it/s, loss=0.745, pair=0.001, adv=4.348, sprd=0.022]
Ep 050/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:57,  1.51it/s, loss=0.745, pair=0.001, adv=4.348, sprd=0.022]
Ep 050/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<02:57,  1.51it/s, loss=0.768, pair=0.001, adv=4.315, sprd=0.027]
Ep 050/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:06,  1.44it/s, loss=0.768, pair=0.001, adv=4.315, sprd=0.027]
Ep 050/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:06,  1.44it/s, loss=0.753, pair=0.003, adv=4.147, sprd=0.023]
Ep 050/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.49it/s, loss=0.753, pair=0.003, adv=4.147, sprd=0.023]
Ep 050/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.764, pair=0.001, adv=3.998, sprd=0.025]
Ep 050/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:12,  1.38it/s, loss=0.764, pair=0.001, adv=3.998, sprd=0.025]
Ep 050/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:12,  1.38it/s, loss=0.767, pair=0.000, adv=4.456, sprd=0.026]
Ep 050/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:00,  1.47it/s, loss=0.767, pair=0.000, adv=4.456, sprd=0.026]
Ep 050/60 [S3:+sens]:  20%|▌  | 68/333 [00:48<03:00,  1.47it/s, loss=0.756, pair=0.000, adv=4.387, sprd=0.024]
Ep 050/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.43it/s, loss=0.756, pair=0.000, adv=4.387, sprd=0.024]
Ep 050/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:05,  1.43it/s, loss=0.748, pair=0.001, adv=4.118, sprd=0.022]
Ep 050/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.748, pair=0.001, adv=4.118, sprd=0.022]
Ep 050/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.759, pair=0.001, adv=4.527, sprd=0.026]
Ep 050/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:03,  1.43it/s, loss=0.759, pair=0.001, adv=4.527, sprd=0.026]
Ep 050/60 [S3:+sens]:  21%|▋  | 71/333 [00:50<03:03,  1.43it/s, loss=0.752, pair=0.002, adv=4.148, sprd=0.022]
Ep 050/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:55,  1.49it/s, loss=0.752, pair=0.002, adv=4.148, sprd=0.022]
Ep 050/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:55,  1.49it/s, loss=0.764, pair=0.004, adv=3.978, sprd=0.026]
Ep 050/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:08,  1.38it/s, loss=0.764, pair=0.004, adv=3.978, sprd=0.026]
Ep 050/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:08,  1.38it/s, loss=0.762, pair=0.006, adv=4.162, sprd=0.027]
Ep 050/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:58,  1.45it/s, loss=0.762, pair=0.006, adv=4.162, sprd=0.027]
Ep 050/60 [S3:+sens]:  22%|▋  | 74/333 [00:52<02:58,  1.45it/s, loss=0.764, pair=0.001, adv=4.404, sprd=0.027]
Ep 050/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.764, pair=0.001, adv=4.404, sprd=0.027]
Ep 050/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.759, pair=0.001, adv=4.416, sprd=0.025]
Ep 050/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:54,  1.47it/s, loss=0.759, pair=0.001, adv=4.416, sprd=0.025]
Ep 050/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:54,  1.47it/s, loss=0.754, pair=0.002, adv=4.280, sprd=0.023]
Ep 050/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.754, pair=0.002, adv=4.280, sprd=0.023]
Ep 050/60 [S3:+sens]:  23%|▋  | 77/333 [00:54<02:59,  1.43it/s, loss=0.777, pair=0.001, adv=4.397, sprd=0.029]
Ep 050/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:52,  1.48it/s, loss=0.777, pair=0.001, adv=4.397, sprd=0.029]
Ep 050/60 [S3:+sens]:  23%|▋  | 78/333 [00:55<02:52,  1.48it/s, loss=0.769, pair=0.000, adv=4.197, sprd=0.028]
Ep 050/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.41it/s, loss=0.769, pair=0.000, adv=4.197, sprd=0.028]
Ep 050/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.41it/s, loss=0.788, pair=0.001, adv=3.891, sprd=0.032]
Ep 050/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:53,  1.46it/s, loss=0.788, pair=0.001, adv=3.891, sprd=0.032]
Ep 050/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:53,  1.46it/s, loss=0.743, pair=0.000, adv=4.097, sprd=0.020]
Ep 050/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<03:07,  1.34it/s, loss=0.743, pair=0.000, adv=4.097, sprd=0.020]
Ep 050/60 [S3:+sens]:  24%|▋  | 81/333 [00:57<03:07,  1.34it/s, loss=0.749, pair=0.000, adv=3.862, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:54,  1.44it/s, loss=0.749, pair=0.000, adv=3.862, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:54,  1.44it/s, loss=0.780, pair=0.001, adv=4.268, sprd=0.031]
Ep 050/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:59,  1.39it/s, loss=0.780, pair=0.001, adv=4.268, sprd=0.031]
Ep 050/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:59,  1.39it/s, loss=0.743, pair=0.001, adv=4.278, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:49,  1.47it/s, loss=0.743, pair=0.001, adv=4.278, sprd=0.021]
Ep 050/60 [S3:+sens]:  25%|▊  | 84/333 [00:59<02:49,  1.47it/s, loss=0.725, pair=0.004, adv=4.158, sprd=0.018]
Ep 050/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:53,  1.43it/s, loss=0.725, pair=0.004, adv=4.158, sprd=0.018]
Ep 050/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:53,  1.43it/s, loss=0.753, pair=0.000, adv=4.216, sprd=0.024]
Ep 050/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:45,  1.49it/s, loss=0.753, pair=0.000, adv=4.216, sprd=0.024]
Ep 050/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:45,  1.49it/s, loss=0.763, pair=0.000, adv=4.009, sprd=0.026]
Ep 050/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:52,  1.43it/s, loss=0.763, pair=0.000, adv=4.009, sprd=0.026]
Ep 050/60 [S3:+sens]:  26%|▊  | 87/333 [01:01<02:52,  1.43it/s, loss=0.761, pair=0.005, adv=4.555, sprd=0.025]
Ep 050/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:44,  1.49it/s, loss=0.761, pair=0.005, adv=4.555, sprd=0.025]
Ep 050/60 [S3:+sens]:  26%|▊  | 88/333 [01:02<02:44,  1.49it/s, loss=0.741, pair=0.002, adv=4.296, sprd=0.021]
Ep 050/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:56,  1.38it/s, loss=0.741, pair=0.002, adv=4.296, sprd=0.021]
Ep 050/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:56,  1.38it/s, loss=0.756, pair=0.002, adv=4.116, sprd=0.024]
Ep 050/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:46,  1.46it/s, loss=0.756, pair=0.002, adv=4.116, sprd=0.024]
Ep 050/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:46,  1.46it/s, loss=0.764, pair=0.005, adv=4.318, sprd=0.026]
Ep 050/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:53,  1.40it/s, loss=0.764, pair=0.005, adv=4.318, sprd=0.026]
Ep 050/60 [S3:+sens]:  27%|▊  | 91/333 [01:04<02:53,  1.40it/s, loss=0.761, pair=0.002, adv=4.192, sprd=0.024]
Ep 050/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:44,  1.47it/s, loss=0.761, pair=0.002, adv=4.192, sprd=0.024]
Ep 050/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:44,  1.47it/s, loss=0.743, pair=0.000, adv=4.193, sprd=0.022]
Ep 050/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:50,  1.41it/s, loss=0.743, pair=0.000, adv=4.193, sprd=0.022]
Ep 050/60 [S3:+sens]:  28%|▊  | 93/333 [01:05<02:50,  1.41it/s, loss=0.732, pair=0.000, adv=3.771, sprd=0.018]
Ep 050/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:38,  1.51it/s, loss=0.732, pair=0.000, adv=3.771, sprd=0.018]
Ep 050/60 [S3:+sens]:  28%|▊  | 94/333 [01:06<02:38,  1.51it/s, loss=0.761, pair=0.002, adv=4.268, sprd=0.025]
Ep 050/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.761, pair=0.002, adv=4.268, sprd=0.025]
Ep 050/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.739, pair=0.001, adv=4.075, sprd=0.020]
Ep 050/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.51it/s, loss=0.739, pair=0.001, adv=4.075, sprd=0.020]
Ep 050/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:36,  1.51it/s, loss=0.771, pair=0.001, adv=4.303, sprd=0.027]
Ep 050/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.44it/s, loss=0.771, pair=0.001, adv=4.303, sprd=0.027]
Ep 050/60 [S3:+sens]:  29%|▊  | 97/333 [01:08<02:44,  1.44it/s, loss=0.761, pair=0.001, adv=4.322, sprd=0.026]
Ep 050/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:37,  1.49it/s, loss=0.761, pair=0.001, adv=4.322, sprd=0.026]
Ep 050/60 [S3:+sens]:  29%|▉  | 98/333 [01:09<02:37,  1.49it/s, loss=0.763, pair=0.002, adv=4.048, sprd=0.025]
Ep 050/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:45,  1.41it/s, loss=0.763, pair=0.002, adv=4.048, sprd=0.025]
Ep 050/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:45,  1.41it/s, loss=0.745, pair=0.001, adv=4.234, sprd=0.021]
Ep 050/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:35,  1.50it/s, loss=0.745, pair=0.001, adv=4.234, sprd=0.021]
Ep 050/60 [S3:+sens]:  30%|▌ | 100/333 [01:10<02:35,  1.50it/s, loss=0.742, pair=0.000, adv=3.861, sprd=0.022]
Ep 050/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.45it/s, loss=0.742, pair=0.000, adv=3.861, sprd=0.022]
Ep 050/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:39,  1.45it/s, loss=0.744, pair=0.000, adv=4.561, sprd=0.024]
Ep 050/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:30,  1.53it/s, loss=0.744, pair=0.000, adv=4.561, sprd=0.024]
Ep 050/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:30,  1.53it/s, loss=0.750, pair=0.001, adv=4.384, sprd=0.023]
Ep 050/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.750, pair=0.001, adv=4.384, sprd=0.023]
Ep 050/60 [S3:+sens]:  31%|▌ | 103/333 [01:12<02:39,  1.44it/s, loss=0.764, pair=0.000, adv=3.953, sprd=0.026]
Ep 050/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.764, pair=0.000, adv=3.953, sprd=0.026]
Ep 050/60 [S3:+sens]:  31%|▌ | 104/333 [01:13<02:33,  1.49it/s, loss=0.755, pair=0.000, adv=3.995, sprd=0.023]
Ep 050/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:39,  1.43it/s, loss=0.755, pair=0.000, adv=3.995, sprd=0.023]
Ep 050/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:39,  1.43it/s, loss=0.742, pair=0.000, adv=4.102, sprd=0.021]
Ep 050/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.742, pair=0.000, adv=4.102, sprd=0.021]
Ep 050/60 [S3:+sens]:  32%|▋ | 106/333 [01:14<02:31,  1.50it/s, loss=0.807, pair=0.001, adv=4.033, sprd=0.019]
Ep 050/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:34,  1.46it/s, loss=0.807, pair=0.001, adv=4.033, sprd=0.019]
Ep 050/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:34,  1.46it/s, loss=0.750, pair=0.001, adv=3.883, sprd=0.022]
Ep 050/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.51it/s, loss=0.750, pair=0.001, adv=3.883, sprd=0.022]
Ep 050/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.51it/s, loss=0.746, pair=0.000, adv=4.011, sprd=0.022]
Ep 050/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.746, pair=0.000, adv=4.011, sprd=0.022]
Ep 050/60 [S3:+sens]:  33%|▋ | 109/333 [01:16<02:33,  1.46it/s, loss=0.740, pair=0.000, adv=4.337, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:25,  1.53it/s, loss=0.740, pair=0.000, adv=4.337, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 110/333 [01:17<02:25,  1.53it/s, loss=0.741, pair=0.002, adv=3.968, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.44it/s, loss=0.741, pair=0.002, adv=3.968, sprd=0.020]
Ep 050/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.44it/s, loss=0.745, pair=0.001, adv=4.267, sprd=0.021]
Ep 050/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.745, pair=0.001, adv=4.267, sprd=0.021]
Ep 050/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:26,  1.51it/s, loss=0.757, pair=0.001, adv=4.168, sprd=0.026]
Ep 050/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.757, pair=0.001, adv=4.168, sprd=0.026]
Ep 050/60 [S3:+sens]:  34%|▋ | 113/333 [01:19<02:32,  1.44it/s, loss=0.729, pair=0.001, adv=3.914, sprd=0.018]
Ep 050/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:22,  1.53it/s, loss=0.729, pair=0.001, adv=3.914, sprd=0.018]
Ep 050/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:22,  1.53it/s, loss=0.738, pair=0.000, adv=4.102, sprd=0.020]
Ep 050/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:27,  1.48it/s, loss=0.738, pair=0.000, adv=4.102, sprd=0.020]
Ep 050/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:27,  1.48it/s, loss=0.770, pair=0.000, adv=4.449, sprd=0.028]
Ep 050/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:21,  1.53it/s, loss=0.770, pair=0.000, adv=4.449, sprd=0.028]
Ep 050/60 [S3:+sens]:  35%|▋ | 116/333 [01:21<02:21,  1.53it/s, loss=0.769, pair=0.001, adv=4.033, sprd=0.028]
Ep 050/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:29,  1.44it/s, loss=0.769, pair=0.001, adv=4.033, sprd=0.028]
Ep 050/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:29,  1.44it/s, loss=0.792, pair=0.000, adv=4.447, sprd=0.032]
Ep 050/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.792, pair=0.000, adv=4.447, sprd=0.032]
Ep 050/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:24,  1.49it/s, loss=0.734, pair=0.000, adv=3.447, sprd=0.020]
Ep 050/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.45it/s, loss=0.734, pair=0.000, adv=3.447, sprd=0.020]
Ep 050/60 [S3:+sens]:  36%|▋ | 119/333 [01:23<02:28,  1.45it/s, loss=0.735, pair=0.000, adv=4.191, sprd=0.019]
Ep 050/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:20,  1.52it/s, loss=0.735, pair=0.000, adv=4.191, sprd=0.019]
Ep 050/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:20,  1.52it/s, loss=0.738, pair=0.000, adv=4.014, sprd=0.020]
Ep 050/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:27,  1.43it/s, loss=0.738, pair=0.000, adv=4.014, sprd=0.020]
Ep 050/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:27,  1.43it/s, loss=0.757, pair=0.000, adv=4.080, sprd=0.024]
Ep 050/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.757, pair=0.000, adv=4.080, sprd=0.024]
Ep 050/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:21,  1.49it/s, loss=0.762, pair=0.000, adv=4.342, sprd=0.026]
Ep 050/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.43it/s, loss=0.762, pair=0.000, adv=4.342, sprd=0.026]
Ep 050/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.43it/s, loss=0.743, pair=0.000, adv=3.851, sprd=0.019]
Ep 050/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:18,  1.51it/s, loss=0.743, pair=0.000, adv=3.851, sprd=0.019]
Ep 050/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:18,  1.51it/s, loss=0.753, pair=0.000, adv=4.201, sprd=0.023]
Ep 050/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.753, pair=0.000, adv=4.201, sprd=0.023]
Ep 050/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:24,  1.44it/s, loss=0.757, pair=0.001, adv=4.263, sprd=0.025]
Ep 050/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.757, pair=0.001, adv=4.263, sprd=0.025]
Ep 050/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.735, pair=0.000, adv=4.077, sprd=0.022]
Ep 050/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:22,  1.44it/s, loss=0.735, pair=0.000, adv=4.077, sprd=0.022]
Ep 050/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:22,  1.44it/s, loss=0.731, pair=0.000, adv=3.944, sprd=0.018]
Ep 050/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.731, pair=0.000, adv=3.944, sprd=0.018]
Ep 050/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:15,  1.51it/s, loss=0.767, pair=0.000, adv=4.206, sprd=0.027]
Ep 050/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.767, pair=0.000, adv=4.206, sprd=0.027]
Ep 050/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.743, pair=0.000, adv=4.046, sprd=0.020]
Ep 050/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:15,  1.49it/s, loss=0.743, pair=0.000, adv=4.046, sprd=0.020]
Ep 050/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:15,  1.49it/s, loss=0.734, pair=0.000, adv=4.130, sprd=0.020]
Ep 050/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.734, pair=0.000, adv=4.130, sprd=0.020]
Ep 050/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:22,  1.42it/s, loss=0.714, pair=0.000, adv=4.147, sprd=0.015]
Ep 050/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:12,  1.51it/s, loss=0.714, pair=0.000, adv=4.147, sprd=0.015]
Ep 050/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:12,  1.51it/s, loss=0.756, pair=0.000, adv=4.356, sprd=0.025]
Ep 050/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.756, pair=0.000, adv=4.356, sprd=0.025]
Ep 050/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.45it/s, loss=0.746, pair=0.001, adv=4.098, sprd=0.019]
Ep 050/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:11,  1.52it/s, loss=0.746, pair=0.001, adv=4.098, sprd=0.019]
Ep 050/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:11,  1.52it/s, loss=0.776, pair=0.001, adv=4.503, sprd=0.030]
Ep 050/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.776, pair=0.001, adv=4.503, sprd=0.030]
Ep 050/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.737, pair=0.001, adv=4.030, sprd=0.020]
Ep 050/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:09,  1.52it/s, loss=0.737, pair=0.001, adv=4.030, sprd=0.020]
Ep 050/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:09,  1.52it/s, loss=0.760, pair=0.001, adv=4.322, sprd=0.025]
Ep 050/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:16,  1.44it/s, loss=0.760, pair=0.001, adv=4.322, sprd=0.025]
Ep 050/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:16,  1.44it/s, loss=0.747, pair=0.001, adv=4.488, sprd=0.020]
Ep 050/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.50it/s, loss=0.747, pair=0.001, adv=4.488, sprd=0.020]
Ep 050/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:09,  1.50it/s, loss=0.737, pair=0.000, adv=3.997, sprd=0.022]
Ep 050/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:13,  1.46it/s, loss=0.737, pair=0.000, adv=3.997, sprd=0.022]
Ep 050/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:13,  1.46it/s, loss=0.755, pair=0.001, adv=4.289, sprd=0.025]
Ep 050/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:07,  1.51it/s, loss=0.755, pair=0.001, adv=4.289, sprd=0.025]
Ep 050/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:07,  1.51it/s, loss=0.738, pair=0.000, adv=4.028, sprd=0.018]
Ep 050/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.44it/s, loss=0.738, pair=0.000, adv=4.028, sprd=0.018]
Ep 050/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:12,  1.44it/s, loss=0.765, pair=0.000, adv=4.007, sprd=0.027]
Ep 050/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.50it/s, loss=0.765, pair=0.000, adv=4.007, sprd=0.027]
Ep 050/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.50it/s, loss=0.741, pair=0.000, adv=4.049, sprd=0.021]
Ep 050/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:14,  1.41it/s, loss=0.741, pair=0.000, adv=4.049, sprd=0.021]
Ep 050/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:14,  1.41it/s, loss=0.756, pair=0.001, adv=4.075, sprd=0.023]
Ep 050/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:08,  1.47it/s, loss=0.756, pair=0.001, adv=4.075, sprd=0.023]
Ep 050/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:08,  1.47it/s, loss=0.759, pair=0.000, adv=4.086, sprd=0.023]
Ep 050/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.759, pair=0.000, adv=4.086, sprd=0.023]
Ep 050/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.745, pair=0.002, adv=4.447, sprd=0.020]
Ep 050/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:02,  1.53it/s, loss=0.745, pair=0.002, adv=4.447, sprd=0.020]
Ep 050/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:02,  1.53it/s, loss=0.765, pair=0.000, adv=4.541, sprd=0.027]
Ep 050/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:12,  1.40it/s, loss=0.765, pair=0.000, adv=4.541, sprd=0.027]
Ep 050/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:12,  1.40it/s, loss=0.746, pair=0.000, adv=3.893, sprd=0.020]
Ep 050/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.50it/s, loss=0.746, pair=0.000, adv=3.893, sprd=0.020]
Ep 050/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.50it/s, loss=0.754, pair=0.000, adv=4.055, sprd=0.023]
Ep 050/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.43it/s, loss=0.754, pair=0.000, adv=4.055, sprd=0.023]
Ep 050/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.43it/s, loss=0.749, pair=0.000, adv=3.980, sprd=0.021]
Ep 050/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.50it/s, loss=0.749, pair=0.000, adv=3.980, sprd=0.021]
Ep 050/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:01,  1.50it/s, loss=0.761, pair=0.002, adv=4.238, sprd=0.026]
Ep 050/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.761, pair=0.002, adv=4.238, sprd=0.026]
Ep 050/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:06,  1.44it/s, loss=0.781, pair=0.001, adv=4.496, sprd=0.030]
Ep 050/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:01,  1.49it/s, loss=0.781, pair=0.001, adv=4.496, sprd=0.030]
Ep 050/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:01,  1.49it/s, loss=0.735, pair=0.000, adv=4.470, sprd=0.019]
Ep 050/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.43it/s, loss=0.735, pair=0.000, adv=4.470, sprd=0.019]
Ep 050/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:05,  1.43it/s, loss=0.754, pair=0.001, adv=4.244, sprd=0.023]
Ep 050/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.754, pair=0.001, adv=4.244, sprd=0.023]
Ep 050/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<01:59,  1.50it/s, loss=0.772, pair=0.000, adv=4.198, sprd=0.029]
Ep 050/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.772, pair=0.000, adv=4.198, sprd=0.029]
Ep 050/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.747, pair=0.000, adv=3.784, sprd=0.022]
Ep 050/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:56,  1.52it/s, loss=0.747, pair=0.000, adv=3.784, sprd=0.022]
Ep 050/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:56,  1.52it/s, loss=0.753, pair=0.000, adv=4.247, sprd=0.023]
Ep 050/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.44it/s, loss=0.753, pair=0.000, adv=4.247, sprd=0.023]
Ep 050/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.44it/s, loss=0.738, pair=0.000, adv=4.119, sprd=0.021]
Ep 050/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:55,  1.51it/s, loss=0.738, pair=0.000, adv=4.119, sprd=0.021]
Ep 050/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:55,  1.51it/s, loss=0.778, pair=0.001, adv=4.289, sprd=0.028]
Ep 050/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:05,  1.39it/s, loss=0.778, pair=0.001, adv=4.289, sprd=0.028]
Ep 050/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:05,  1.39it/s, loss=0.755, pair=0.000, adv=4.351, sprd=0.026]
Ep 050/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.755, pair=0.000, adv=4.351, sprd=0.026]
Ep 050/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:57,  1.47it/s, loss=0.725, pair=0.000, adv=4.197, sprd=0.016]
Ep 050/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:59,  1.44it/s, loss=0.725, pair=0.000, adv=4.197, sprd=0.016]
Ep 050/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:59,  1.44it/s, loss=0.766, pair=0.000, adv=3.927, sprd=0.026]
Ep 050/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.766, pair=0.000, adv=3.927, sprd=0.026]
Ep 050/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:54,  1.49it/s, loss=0.754, pair=0.000, adv=4.233, sprd=0.023]
Ep 050/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.43it/s, loss=0.754, pair=0.000, adv=4.233, sprd=0.023]
Ep 050/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:58,  1.43it/s, loss=0.729, pair=0.001, adv=4.533, sprd=0.019]
Ep 050/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.50it/s, loss=0.729, pair=0.001, adv=4.533, sprd=0.019]
Ep 050/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.50it/s, loss=0.772, pair=0.000, adv=4.154, sprd=0.028]
Ep 050/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<02:01,  1.38it/s, loss=0.772, pair=0.000, adv=4.154, sprd=0.028]
Ep 050/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:01,  1.38it/s, loss=0.763, pair=0.001, adv=4.206, sprd=0.026]
Ep 050/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:54,  1.46it/s, loss=0.763, pair=0.001, adv=4.206, sprd=0.026]
Ep 050/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:54,  1.46it/s, loss=0.748, pair=0.002, adv=4.372, sprd=0.022]
Ep 050/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:59,  1.39it/s, loss=0.748, pair=0.002, adv=4.372, sprd=0.022]
Ep 050/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:59,  1.39it/s, loss=0.757, pair=0.001, adv=4.328, sprd=0.025]
Ep 050/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.47it/s, loss=0.757, pair=0.001, adv=4.328, sprd=0.025]
Ep 050/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.47it/s, loss=0.761, pair=0.000, adv=4.124, sprd=0.026]
Ep 050/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:56,  1.41it/s, loss=0.761, pair=0.000, adv=4.124, sprd=0.026]
Ep 050/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:56,  1.41it/s, loss=0.745, pair=0.000, adv=3.980, sprd=0.020]
Ep 050/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:50,  1.48it/s, loss=0.745, pair=0.000, adv=3.980, sprd=0.020]
Ep 050/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:50,  1.48it/s, loss=0.769, pair=0.000, adv=4.397, sprd=0.028]
Ep 050/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.42it/s, loss=0.769, pair=0.000, adv=4.397, sprd=0.028]
Ep 050/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.42it/s, loss=0.743, pair=0.000, adv=4.166, sprd=0.022]
Ep 050/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.49it/s, loss=0.743, pair=0.000, adv=4.166, sprd=0.022]
Ep 050/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:48,  1.49it/s, loss=0.761, pair=0.001, adv=4.037, sprd=0.025]
Ep 050/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.761, pair=0.001, adv=4.037, sprd=0.025]
Ep 050/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:52,  1.42it/s, loss=0.732, pair=0.000, adv=4.267, sprd=0.019]
Ep 050/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.732, pair=0.000, adv=4.267, sprd=0.019]
Ep 050/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.754, pair=0.000, adv=4.272, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.43it/s, loss=0.754, pair=0.000, adv=4.272, sprd=0.023]
Ep 050/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.43it/s, loss=0.779, pair=0.000, adv=4.208, sprd=0.031]
Ep 050/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.779, pair=0.000, adv=4.208, sprd=0.031]
Ep 050/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:46,  1.48it/s, loss=0.746, pair=0.000, adv=3.639, sprd=0.022]
Ep 050/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.44it/s, loss=0.746, pair=0.000, adv=3.639, sprd=0.022]
Ep 050/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:48,  1.44it/s, loss=0.743, pair=0.001, adv=4.178, sprd=0.022]
Ep 050/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:41,  1.53it/s, loss=0.743, pair=0.001, adv=4.178, sprd=0.022]
Ep 050/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:41,  1.53it/s, loss=0.755, pair=0.000, adv=4.119, sprd=0.025]
Ep 050/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.45it/s, loss=0.755, pair=0.000, adv=4.119, sprd=0.025]
Ep 050/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:46,  1.45it/s, loss=0.772, pair=0.001, adv=4.052, sprd=0.028]
Ep 050/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.772, pair=0.001, adv=4.052, sprd=0.028]
Ep 050/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.752, pair=0.000, adv=4.147, sprd=0.023]
Ep 050/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:45,  1.44it/s, loss=0.752, pair=0.000, adv=4.147, sprd=0.023]
Ep 050/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.789, pair=0.004, adv=4.078, sprd=0.031]
Ep 050/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.789, pair=0.004, adv=4.078, sprd=0.031]
Ep 050/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:42,  1.48it/s, loss=0.755, pair=0.001, adv=4.092, sprd=0.024]
Ep 050/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.755, pair=0.001, adv=4.092, sprd=0.024]
Ep 050/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.42it/s, loss=0.741, pair=0.001, adv=4.241, sprd=0.021]
Ep 050/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:38,  1.51it/s, loss=0.741, pair=0.001, adv=4.241, sprd=0.021]
Ep 050/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:38,  1.51it/s, loss=0.752, pair=0.001, adv=4.116, sprd=0.022]
Ep 050/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.44it/s, loss=0.752, pair=0.001, adv=4.116, sprd=0.022]
Ep 050/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:42,  1.44it/s, loss=0.753, pair=0.002, adv=4.515, sprd=0.023]
Ep 050/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.753, pair=0.002, adv=4.515, sprd=0.023]
Ep 050/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.731, pair=0.000, adv=4.188, sprd=0.020]
Ep 050/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:40,  1.45it/s, loss=0.731, pair=0.000, adv=4.188, sprd=0.020]
Ep 050/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.737, pair=0.000, adv=4.397, sprd=0.021]
Ep 050/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.52it/s, loss=0.737, pair=0.000, adv=4.397, sprd=0.021]
Ep 050/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.52it/s, loss=0.746, pair=0.000, adv=4.336, sprd=0.023]
Ep 050/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.42it/s, loss=0.746, pair=0.000, adv=4.336, sprd=0.023]
Ep 050/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.42it/s, loss=0.733, pair=0.000, adv=4.144, sprd=0.019]
Ep 050/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:35,  1.50it/s, loss=0.733, pair=0.000, adv=4.144, sprd=0.019]
Ep 050/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:35,  1.50it/s, loss=0.746, pair=0.000, adv=4.308, sprd=0.023]
Ep 050/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.746, pair=0.000, adv=4.308, sprd=0.023]
Ep 050/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.760, pair=0.000, adv=4.404, sprd=0.025]
Ep 050/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.49it/s, loss=0.760, pair=0.000, adv=4.404, sprd=0.025]
Ep 050/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:34,  1.49it/s, loss=0.770, pair=0.012, adv=4.220, sprd=0.027]
Ep 050/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:37,  1.44it/s, loss=0.770, pair=0.012, adv=4.220, sprd=0.027]
Ep 050/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:37,  1.44it/s, loss=0.759, pair=0.000, adv=4.662, sprd=0.026]
Ep 050/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.50it/s, loss=0.759, pair=0.000, adv=4.662, sprd=0.026]
Ep 050/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.50it/s, loss=0.753, pair=0.001, adv=4.113, sprd=0.024]
Ep 050/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.43it/s, loss=0.753, pair=0.001, adv=4.113, sprd=0.024]
Ep 050/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:36,  1.43it/s, loss=0.752, pair=0.001, adv=3.945, sprd=0.025]
Ep 050/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.752, pair=0.001, adv=3.945, sprd=0.025]
Ep 050/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.741, pair=0.001, adv=4.119, sprd=0.020]
Ep 050/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.45it/s, loss=0.741, pair=0.001, adv=4.119, sprd=0.020]
Ep 050/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.45it/s, loss=0.737, pair=0.000, adv=4.137, sprd=0.020]
Ep 050/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.52it/s, loss=0.737, pair=0.000, adv=4.137, sprd=0.020]
Ep 050/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:28,  1.52it/s, loss=0.762, pair=0.000, adv=4.480, sprd=0.026]
Ep 050/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:31,  1.46it/s, loss=0.762, pair=0.000, adv=4.480, sprd=0.026]
Ep 050/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:31,  1.46it/s, loss=0.766, pair=0.000, adv=4.420, sprd=0.027]
Ep 050/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.51it/s, loss=0.766, pair=0.000, adv=4.420, sprd=0.027]
Ep 050/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.51it/s, loss=0.761, pair=0.000, adv=4.178, sprd=0.023]
Ep 050/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.761, pair=0.000, adv=4.178, sprd=0.023]
Ep 050/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:31,  1.44it/s, loss=0.759, pair=0.000, adv=4.223, sprd=0.026]
Ep 050/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.50it/s, loss=0.759, pair=0.000, adv=4.223, sprd=0.026]
Ep 050/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.50it/s, loss=0.736, pair=0.000, adv=3.994, sprd=0.021]
Ep 050/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.45it/s, loss=0.736, pair=0.000, adv=3.994, sprd=0.021]
Ep 050/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:29,  1.45it/s, loss=0.729, pair=0.000, adv=3.789, sprd=0.018]
Ep 050/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.52it/s, loss=0.729, pair=0.000, adv=3.789, sprd=0.018]
Ep 050/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:25,  1.52it/s, loss=0.754, pair=0.000, adv=4.267, sprd=0.024]
Ep 050/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.754, pair=0.000, adv=4.267, sprd=0.024]
Ep 050/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.765, pair=0.001, adv=4.297, sprd=0.027]
Ep 050/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:24,  1.50it/s, loss=0.765, pair=0.001, adv=4.297, sprd=0.027]
Ep 050/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:24,  1.50it/s, loss=0.750, pair=0.001, adv=3.976, sprd=0.022]
Ep 050/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:27,  1.45it/s, loss=0.750, pair=0.001, adv=3.976, sprd=0.022]
Ep 050/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.45it/s, loss=0.759, pair=0.000, adv=4.066, sprd=0.025]
Ep 050/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.50it/s, loss=0.759, pair=0.000, adv=4.066, sprd=0.025]
Ep 050/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:23,  1.50it/s, loss=0.772, pair=0.001, adv=3.741, sprd=0.028]
Ep 050/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:30,  1.37it/s, loss=0.772, pair=0.001, adv=3.741, sprd=0.028]
Ep 050/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:30,  1.37it/s, loss=0.740, pair=0.001, adv=4.214, sprd=0.019]
Ep 050/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:23,  1.47it/s, loss=0.740, pair=0.001, adv=4.214, sprd=0.019]
Ep 050/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:23,  1.47it/s, loss=0.819, pair=0.001, adv=3.900, sprd=0.023]
Ep 050/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:27,  1.40it/s, loss=0.819, pair=0.001, adv=3.900, sprd=0.023]
Ep 050/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:27,  1.40it/s, loss=0.728, pair=0.000, adv=4.287, sprd=0.018]
Ep 050/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.728, pair=0.000, adv=4.287, sprd=0.018]
Ep 050/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.786, pair=0.001, adv=4.115, sprd=0.032]
Ep 050/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:28,  1.36it/s, loss=0.786, pair=0.001, adv=4.115, sprd=0.032]
Ep 050/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:28,  1.36it/s, loss=0.752, pair=0.001, adv=4.387, sprd=0.024]
Ep 050/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:21,  1.46it/s, loss=0.752, pair=0.001, adv=4.387, sprd=0.024]
Ep 050/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:21,  1.46it/s, loss=0.755, pair=0.001, adv=4.117, sprd=0.022]
Ep 050/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:24,  1.39it/s, loss=0.755, pair=0.001, adv=4.117, sprd=0.022]
Ep 050/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:24,  1.39it/s, loss=0.756, pair=0.000, adv=4.018, sprd=0.025]
Ep 050/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:20,  1.46it/s, loss=0.756, pair=0.000, adv=4.018, sprd=0.025]
Ep 050/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:20,  1.46it/s, loss=0.785, pair=0.001, adv=3.920, sprd=0.031]
Ep 050/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:27,  1.32it/s, loss=0.785, pair=0.001, adv=3.920, sprd=0.031]
Ep 050/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:27,  1.32it/s, loss=0.756, pair=0.002, adv=4.086, sprd=0.023]
Ep 050/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:21,  1.42it/s, loss=0.756, pair=0.002, adv=4.086, sprd=0.023]
Ep 050/60 [S3:+sens]:  65%|█▎| 218/333 [02:31<01:21,  1.42it/s, loss=0.775, pair=0.004, adv=3.978, sprd=0.030]
Ep 050/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:22,  1.38it/s, loss=0.775, pair=0.004, adv=3.978, sprd=0.030]
Ep 050/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:22,  1.38it/s, loss=0.755, pair=0.000, adv=4.385, sprd=0.025]
Ep 050/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:17,  1.46it/s, loss=0.755, pair=0.000, adv=4.385, sprd=0.025]
Ep 050/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:17,  1.46it/s, loss=0.743, pair=0.000, adv=4.486, sprd=0.022]
Ep 050/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.42it/s, loss=0.743, pair=0.000, adv=4.486, sprd=0.022]
Ep 050/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.42it/s, loss=0.740, pair=0.004, adv=4.179, sprd=0.019]
Ep 050/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.52it/s, loss=0.740, pair=0.004, adv=4.179, sprd=0.019]
Ep 050/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.52it/s, loss=0.753, pair=0.001, adv=4.100, sprd=0.023]
Ep 050/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:19,  1.38it/s, loss=0.753, pair=0.001, adv=4.100, sprd=0.023]
Ep 050/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:19,  1.38it/s, loss=0.777, pair=0.002, adv=4.146, sprd=0.029]
Ep 050/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:15,  1.44it/s, loss=0.777, pair=0.002, adv=4.146, sprd=0.029]
Ep 050/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:15,  1.44it/s, loss=0.759, pair=0.001, adv=3.672, sprd=0.023]
Ep 050/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:21,  1.33it/s, loss=0.759, pair=0.001, adv=3.672, sprd=0.023]
Ep 050/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:21,  1.33it/s, loss=0.745, pair=0.000, adv=4.070, sprd=0.022]
Ep 050/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:14,  1.43it/s, loss=0.745, pair=0.000, adv=4.070, sprd=0.022]
Ep 050/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:14,  1.43it/s, loss=0.754, pair=0.000, adv=4.184, sprd=0.023]
Ep 050/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:19,  1.33it/s, loss=0.754, pair=0.000, adv=4.184, sprd=0.023]
Ep 050/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:19,  1.33it/s, loss=0.740, pair=0.000, adv=3.959, sprd=0.020]
Ep 050/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:13,  1.43it/s, loss=0.740, pair=0.000, adv=3.959, sprd=0.020]
Ep 050/60 [S3:+sens]:  68%|█▎| 228/333 [02:38<01:13,  1.43it/s, loss=0.746, pair=0.000, adv=3.892, sprd=0.020]
Ep 050/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:15,  1.38it/s, loss=0.746, pair=0.000, adv=3.892, sprd=0.020]
Ep 050/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:15,  1.38it/s, loss=0.760, pair=0.000, adv=4.029, sprd=0.025]
Ep 050/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:11,  1.44it/s, loss=0.760, pair=0.000, adv=4.029, sprd=0.025]
Ep 050/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.44it/s, loss=0.759, pair=0.000, adv=4.038, sprd=0.026]
Ep 050/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.38it/s, loss=0.759, pair=0.000, adv=4.038, sprd=0.026]
Ep 050/60 [S3:+sens]:  69%|█▍| 231/333 [02:40<01:13,  1.38it/s, loss=0.769, pair=0.001, adv=4.221, sprd=0.027]
Ep 050/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:09,  1.45it/s, loss=0.769, pair=0.001, adv=4.221, sprd=0.027]
Ep 050/60 [S3:+sens]:  70%|█▍| 232/333 [02:41<01:09,  1.45it/s, loss=0.756, pair=0.001, adv=4.013, sprd=0.023]
Ep 050/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:12,  1.38it/s, loss=0.756, pair=0.001, adv=4.013, sprd=0.023]
Ep 050/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:12,  1.38it/s, loss=0.756, pair=0.001, adv=4.108, sprd=0.026]
Ep 050/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:08,  1.45it/s, loss=0.756, pair=0.001, adv=4.108, sprd=0.026]
Ep 050/60 [S3:+sens]:  70%|█▍| 234/333 [02:42<01:08,  1.45it/s, loss=0.763, pair=0.001, adv=3.910, sprd=0.025]
Ep 050/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:12,  1.35it/s, loss=0.763, pair=0.001, adv=3.910, sprd=0.025]
Ep 050/60 [S3:+sens]:  71%|█▍| 235/333 [02:43<01:12,  1.35it/s, loss=0.751, pair=0.001, adv=4.053, sprd=0.022]
Ep 050/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:07,  1.45it/s, loss=0.751, pair=0.001, adv=4.053, sprd=0.022]
Ep 050/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:07,  1.45it/s, loss=0.759, pair=0.001, adv=4.023, sprd=0.026]
Ep 050/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:09,  1.38it/s, loss=0.759, pair=0.001, adv=4.023, sprd=0.026]
Ep 050/60 [S3:+sens]:  71%|█▍| 237/333 [02:44<01:09,  1.38it/s, loss=0.748, pair=0.000, adv=3.857, sprd=0.023]
Ep 050/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:05,  1.46it/s, loss=0.748, pair=0.000, adv=3.857, sprd=0.023]
Ep 050/60 [S3:+sens]:  71%|█▍| 238/333 [02:45<01:05,  1.46it/s, loss=0.758, pair=0.000, adv=4.310, sprd=0.023]
Ep 050/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:06,  1.41it/s, loss=0.758, pair=0.000, adv=4.310, sprd=0.023]
Ep 050/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:06,  1.41it/s, loss=0.724, pair=0.000, adv=4.010, sprd=0.018]
Ep 050/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.50it/s, loss=0.724, pair=0.000, adv=4.010, sprd=0.018]
Ep 050/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:01,  1.50it/s, loss=0.739, pair=0.000, adv=4.113, sprd=0.020]
Ep 050/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.739, pair=0.000, adv=4.113, sprd=0.020]
Ep 050/60 [S3:+sens]:  72%|█▍| 241/333 [02:47<01:04,  1.43it/s, loss=0.726, pair=0.001, adv=3.949, sprd=0.017]
Ep 050/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.51it/s, loss=0.726, pair=0.001, adv=3.949, sprd=0.017]
Ep 050/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.51it/s, loss=0.755, pair=0.002, adv=4.459, sprd=0.024]
Ep 050/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.44it/s, loss=0.755, pair=0.002, adv=4.459, sprd=0.024]
Ep 050/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:02,  1.44it/s, loss=0.751, pair=0.001, adv=4.343, sprd=0.022]
Ep 050/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.751, pair=0.001, adv=4.343, sprd=0.022]
Ep 050/60 [S3:+sens]:  73%|█▍| 244/333 [02:49<00:59,  1.50it/s, loss=0.736, pair=0.000, adv=3.952, sprd=0.018]
Ep 050/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:00,  1.44it/s, loss=0.736, pair=0.000, adv=3.952, sprd=0.018]
Ep 050/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:00,  1.44it/s, loss=0.729, pair=0.001, adv=4.409, sprd=0.019]
Ep 050/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.52it/s, loss=0.729, pair=0.001, adv=4.409, sprd=0.019]
Ep 050/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:57,  1.52it/s, loss=0.757, pair=0.001, adv=3.957, sprd=0.024]
Ep 050/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:00,  1.41it/s, loss=0.757, pair=0.001, adv=3.957, sprd=0.024]
Ep 050/60 [S3:+sens]:  74%|█▍| 247/333 [02:51<01:00,  1.41it/s, loss=0.729, pair=0.001, adv=4.111, sprd=0.019]
Ep 050/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.51it/s, loss=0.729, pair=0.001, adv=4.111, sprd=0.019]
Ep 050/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:56,  1.51it/s, loss=0.739, pair=0.002, adv=4.208, sprd=0.019]
Ep 050/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.44it/s, loss=0.739, pair=0.002, adv=4.208, sprd=0.019]
Ep 050/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<00:58,  1.44it/s, loss=0.733, pair=0.001, adv=4.140, sprd=0.018]
Ep 050/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.733, pair=0.001, adv=4.140, sprd=0.018]
Ep 050/60 [S3:+sens]:  75%|█▌| 250/333 [02:53<00:55,  1.50it/s, loss=0.783, pair=0.001, adv=4.098, sprd=0.030]
Ep 050/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.43it/s, loss=0.783, pair=0.001, adv=4.098, sprd=0.030]
Ep 050/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.43it/s, loss=0.769, pair=0.000, adv=4.319, sprd=0.028]
Ep 050/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.50it/s, loss=0.769, pair=0.000, adv=4.319, sprd=0.028]
Ep 050/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:53,  1.50it/s, loss=0.762, pair=0.000, adv=4.033, sprd=0.026]
Ep 050/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.44it/s, loss=0.762, pair=0.000, adv=4.033, sprd=0.026]
Ep 050/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:55,  1.44it/s, loss=0.734, pair=0.000, adv=4.265, sprd=0.020]
Ep 050/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.50it/s, loss=0.734, pair=0.000, adv=4.265, sprd=0.020]
Ep 050/60 [S3:+sens]:  76%|█▌| 254/333 [02:56<00:52,  1.50it/s, loss=0.757, pair=0.001, adv=4.280, sprd=0.024]
Ep 050/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.43it/s, loss=0.757, pair=0.001, adv=4.280, sprd=0.024]
Ep 050/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.43it/s, loss=0.750, pair=0.001, adv=3.947, sprd=0.022]
Ep 050/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.750, pair=0.001, adv=3.947, sprd=0.022]
Ep 050/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.49it/s, loss=0.759, pair=0.002, adv=3.895, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:55,  1.37it/s, loss=0.759, pair=0.002, adv=3.895, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 257/333 [02:58<00:55,  1.37it/s, loss=0.755, pair=0.001, adv=4.047, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:51,  1.45it/s, loss=0.755, pair=0.001, adv=4.047, sprd=0.023]
Ep 050/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:51,  1.45it/s, loss=0.761, pair=0.000, adv=3.957, sprd=0.026]
Ep 050/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.41it/s, loss=0.761, pair=0.000, adv=3.957, sprd=0.026]
Ep 050/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.41it/s, loss=0.735, pair=0.000, adv=3.941, sprd=0.020]
Ep 050/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.48it/s, loss=0.735, pair=0.000, adv=3.941, sprd=0.020]
Ep 050/60 [S3:+sens]:  78%|█▌| 260/333 [03:00<00:49,  1.48it/s, loss=0.713, pair=0.001, adv=3.694, sprd=0.014]
Ep 050/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:49,  1.44it/s, loss=0.713, pair=0.001, adv=3.694, sprd=0.014]
Ep 050/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:49,  1.44it/s, loss=0.736, pair=0.001, adv=4.084, sprd=0.018]
Ep 050/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:46,  1.52it/s, loss=0.736, pair=0.001, adv=4.084, sprd=0.018]
Ep 050/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:46,  1.52it/s, loss=0.789, pair=0.004, adv=4.148, sprd=0.033]
Ep 050/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.45it/s, loss=0.789, pair=0.004, adv=4.148, sprd=0.033]
Ep 050/60 [S3:+sens]:  79%|█▌| 263/333 [03:02<00:48,  1.45it/s, loss=0.751, pair=0.000, adv=4.045, sprd=0.025]
Ep 050/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.51it/s, loss=0.751, pair=0.000, adv=4.045, sprd=0.025]
Ep 050/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.51it/s, loss=0.798, pair=0.005, adv=3.831, sprd=0.032]
Ep 050/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.42it/s, loss=0.798, pair=0.005, adv=3.831, sprd=0.032]
Ep 050/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.754, pair=0.000, adv=4.022, sprd=0.023]
Ep 050/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.49it/s, loss=0.754, pair=0.000, adv=4.022, sprd=0.023]
Ep 050/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:45,  1.49it/s, loss=0.757, pair=0.000, adv=4.430, sprd=0.026]
Ep 050/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.44it/s, loss=0.757, pair=0.000, adv=4.430, sprd=0.026]
Ep 050/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:45,  1.44it/s, loss=0.750, pair=0.000, adv=3.999, sprd=0.022]
Ep 050/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.51it/s, loss=0.750, pair=0.000, adv=3.999, sprd=0.022]
Ep 050/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.51it/s, loss=0.753, pair=0.000, adv=4.214, sprd=0.023]
Ep 050/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.44it/s, loss=0.753, pair=0.000, adv=4.214, sprd=0.023]
Ep 050/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:44,  1.44it/s, loss=0.759, pair=0.001, adv=4.030, sprd=0.025]
Ep 050/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.49it/s, loss=0.759, pair=0.001, adv=4.030, sprd=0.025]
Ep 050/60 [S3:+sens]:  81%|█▌| 270/333 [03:07<00:42,  1.49it/s, loss=0.745, pair=0.002, adv=3.638, sprd=0.022]
Ep 050/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.43it/s, loss=0.745, pair=0.002, adv=3.638, sprd=0.022]
Ep 050/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:43,  1.43it/s, loss=0.752, pair=0.000, adv=4.239, sprd=0.023]
Ep 050/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.51it/s, loss=0.752, pair=0.000, adv=4.239, sprd=0.023]
Ep 050/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.51it/s, loss=0.757, pair=0.001, adv=4.068, sprd=0.025]
Ep 050/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:43,  1.39it/s, loss=0.757, pair=0.001, adv=4.068, sprd=0.025]
Ep 050/60 [S3:+sens]:  82%|█▋| 273/333 [03:09<00:43,  1.39it/s, loss=0.754, pair=0.002, adv=3.877, sprd=0.023]
Ep 050/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.46it/s, loss=0.754, pair=0.002, adv=3.877, sprd=0.023]
Ep 050/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.46it/s, loss=0.762, pair=0.003, adv=3.982, sprd=0.024]
Ep 050/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.39it/s, loss=0.762, pair=0.003, adv=3.982, sprd=0.024]
Ep 050/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:41,  1.39it/s, loss=0.764, pair=0.004, adv=4.374, sprd=0.026]
Ep 050/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.47it/s, loss=0.764, pair=0.004, adv=4.374, sprd=0.026]
Ep 050/60 [S3:+sens]:  83%|█▋| 276/333 [03:11<00:38,  1.47it/s, loss=0.727, pair=0.001, adv=4.190, sprd=0.017]
Ep 050/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.727, pair=0.001, adv=4.190, sprd=0.017]
Ep 050/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.43it/s, loss=0.748, pair=0.001, adv=4.301, sprd=0.023]
Ep 050/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.50it/s, loss=0.748, pair=0.001, adv=4.301, sprd=0.023]
Ep 050/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:36,  1.50it/s, loss=0.758, pair=0.002, adv=4.315, sprd=0.025]
Ep 050/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:39,  1.38it/s, loss=0.758, pair=0.002, adv=4.315, sprd=0.025]
Ep 050/60 [S3:+sens]:  84%|█▋| 279/333 [03:13<00:39,  1.38it/s, loss=0.766, pair=0.003, adv=4.193, sprd=0.027]
Ep 050/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:36,  1.45it/s, loss=0.766, pair=0.003, adv=4.193, sprd=0.027]
Ep 050/60 [S3:+sens]:  84%|█▋| 280/333 [03:14<00:36,  1.45it/s, loss=0.772, pair=0.005, adv=4.009, sprd=0.028]
Ep 050/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:37,  1.40it/s, loss=0.772, pair=0.005, adv=4.009, sprd=0.028]
Ep 050/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:37,  1.40it/s, loss=0.762, pair=0.007, adv=4.509, sprd=0.024]
Ep 050/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.46it/s, loss=0.762, pair=0.007, adv=4.509, sprd=0.024]
Ep 050/60 [S3:+sens]:  85%|█▋| 282/333 [03:15<00:34,  1.46it/s, loss=0.758, pair=0.001, adv=4.337, sprd=0.025]
Ep 050/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:36,  1.39it/s, loss=0.758, pair=0.001, adv=4.337, sprd=0.025]
Ep 050/60 [S3:+sens]:  85%|█▋| 283/333 [03:16<00:36,  1.39it/s, loss=0.756, pair=0.005, adv=4.569, sprd=0.023]
Ep 050/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.756, pair=0.005, adv=4.569, sprd=0.023]
Ep 050/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.756, pair=0.004, adv=4.271, sprd=0.024]
Ep 050/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:35,  1.37it/s, loss=0.756, pair=0.004, adv=4.271, sprd=0.024]
Ep 050/60 [S3:+sens]:  86%|█▋| 285/333 [03:17<00:35,  1.37it/s, loss=0.742, pair=0.005, adv=3.965, sprd=0.021]
Ep 050/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:32,  1.45it/s, loss=0.742, pair=0.005, adv=3.965, sprd=0.021]
Ep 050/60 [S3:+sens]:  86%|█▋| 286/333 [03:18<00:32,  1.45it/s, loss=0.769, pair=0.001, adv=4.334, sprd=0.027]
Ep 050/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.40it/s, loss=0.769, pair=0.001, adv=4.334, sprd=0.027]
Ep 050/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.40it/s, loss=0.765, pair=0.000, adv=4.425, sprd=0.026]
Ep 050/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.46it/s, loss=0.765, pair=0.000, adv=4.425, sprd=0.026]
Ep 050/60 [S3:+sens]:  86%|█▋| 288/333 [03:19<00:30,  1.46it/s, loss=0.764, pair=0.001, adv=3.654, sprd=0.024]
Ep 050/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:31,  1.42it/s, loss=0.764, pair=0.001, adv=3.654, sprd=0.024]
Ep 050/60 [S3:+sens]:  87%|█▋| 289/333 [03:20<00:31,  1.42it/s, loss=0.757, pair=0.000, adv=4.198, sprd=0.025]
Ep 050/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.48it/s, loss=0.757, pair=0.000, adv=4.198, sprd=0.025]
Ep 050/60 [S3:+sens]:  87%|█▋| 290/333 [03:21<00:28,  1.48it/s, loss=0.739, pair=0.001, adv=4.028, sprd=0.020]
Ep 050/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:30,  1.37it/s, loss=0.739, pair=0.001, adv=4.028, sprd=0.020]
Ep 050/60 [S3:+sens]:  87%|█▋| 291/333 [03:21<00:30,  1.37it/s, loss=0.745, pair=0.001, adv=4.359, sprd=0.022]
Ep 050/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:28,  1.46it/s, loss=0.745, pair=0.001, adv=4.359, sprd=0.022]
Ep 050/60 [S3:+sens]:  88%|█▊| 292/333 [03:22<00:28,  1.46it/s, loss=0.771, pair=0.001, adv=4.209, sprd=0.028]
Ep 050/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:29,  1.36it/s, loss=0.771, pair=0.001, adv=4.209, sprd=0.028]
Ep 050/60 [S3:+sens]:  88%|█▊| 293/333 [03:23<00:29,  1.36it/s, loss=0.764, pair=0.005, adv=4.149, sprd=0.025]
Ep 050/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:27,  1.44it/s, loss=0.764, pair=0.005, adv=4.149, sprd=0.025]
Ep 050/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:27,  1.44it/s, loss=0.746, pair=0.003, adv=4.114, sprd=0.021]
Ep 050/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.39it/s, loss=0.746, pair=0.003, adv=4.114, sprd=0.021]
Ep 050/60 [S3:+sens]:  89%|█▊| 295/333 [03:24<00:27,  1.39it/s, loss=0.763, pair=0.011, adv=3.796, sprd=0.025]
Ep 050/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.45it/s, loss=0.763, pair=0.011, adv=3.796, sprd=0.025]
Ep 050/60 [S3:+sens]:  89%|█▊| 296/333 [03:25<00:25,  1.45it/s, loss=0.768, pair=0.008, adv=4.014, sprd=0.027]
Ep 050/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.40it/s, loss=0.768, pair=0.008, adv=4.014, sprd=0.027]
Ep 050/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.40it/s, loss=0.742, pair=0.002, adv=3.863, sprd=0.020]
Ep 050/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.47it/s, loss=0.742, pair=0.002, adv=3.863, sprd=0.020]
Ep 050/60 [S3:+sens]:  89%|█▊| 298/333 [03:26<00:23,  1.47it/s, loss=0.779, pair=0.005, adv=4.185, sprd=0.030]
Ep 050/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:24,  1.42it/s, loss=0.779, pair=0.005, adv=4.185, sprd=0.030]
Ep 050/60 [S3:+sens]:  90%|█▊| 299/333 [03:27<00:24,  1.42it/s, loss=0.726, pair=0.001, adv=3.796, sprd=0.017]
Ep 050/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.51it/s, loss=0.726, pair=0.001, adv=3.796, sprd=0.017]
Ep 050/60 [S3:+sens]:  90%|█▊| 300/333 [03:28<00:21,  1.51it/s, loss=0.745, pair=0.005, adv=4.066, sprd=0.022]
Ep 050/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.44it/s, loss=0.745, pair=0.005, adv=4.066, sprd=0.022]
Ep 050/60 [S3:+sens]:  90%|█▊| 301/333 [03:28<00:22,  1.44it/s, loss=0.750, pair=0.004, adv=3.856, sprd=0.023]
Ep 050/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.51it/s, loss=0.750, pair=0.004, adv=3.856, sprd=0.023]
Ep 050/60 [S3:+sens]:  91%|█▊| 302/333 [03:29<00:20,  1.51it/s, loss=0.734, pair=0.004, adv=3.897, sprd=0.019]
Ep 050/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.44it/s, loss=0.734, pair=0.004, adv=3.897, sprd=0.019]
Ep 050/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.44it/s, loss=0.732, pair=0.002, adv=4.029, sprd=0.020]
Ep 050/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:18,  1.53it/s, loss=0.732, pair=0.002, adv=4.029, sprd=0.020]
Ep 050/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:18,  1.53it/s, loss=0.749, pair=0.005, adv=3.745, sprd=0.021]
Ep 050/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.41it/s, loss=0.749, pair=0.005, adv=3.745, sprd=0.021]
Ep 050/60 [S3:+sens]:  92%|█▊| 305/333 [03:31<00:19,  1.41it/s, loss=0.740, pair=0.001, adv=4.004, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.49it/s, loss=0.740, pair=0.001, adv=4.004, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 306/333 [03:32<00:18,  1.49it/s, loss=0.740, pair=0.003, adv=4.178, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.44it/s, loss=0.740, pair=0.003, adv=4.178, sprd=0.020]
Ep 050/60 [S3:+sens]:  92%|█▊| 307/333 [03:32<00:18,  1.44it/s, loss=0.769, pair=0.003, adv=4.095, sprd=0.029]
Ep 050/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.769, pair=0.003, adv=4.095, sprd=0.029]
Ep 050/60 [S3:+sens]:  92%|█▊| 308/333 [03:33<00:16,  1.48it/s, loss=0.735, pair=0.003, adv=3.948, sprd=0.018]
Ep 050/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.45it/s, loss=0.735, pair=0.003, adv=3.948, sprd=0.018]
Ep 050/60 [S3:+sens]:  93%|█▊| 309/333 [03:34<00:16,  1.45it/s, loss=0.737, pair=0.003, adv=3.948, sprd=0.019]
Ep 050/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:14,  1.53it/s, loss=0.737, pair=0.003, adv=3.948, sprd=0.019]
Ep 050/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:14,  1.53it/s, loss=0.822, pair=0.000, adv=4.396, sprd=0.023]
Ep 050/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.45it/s, loss=0.822, pair=0.000, adv=4.396, sprd=0.023]
Ep 050/60 [S3:+sens]:  93%|█▊| 311/333 [03:35<00:15,  1.45it/s, loss=0.739, pair=0.000, adv=3.991, sprd=0.020]
Ep 050/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.52it/s, loss=0.739, pair=0.000, adv=3.991, sprd=0.020]
Ep 050/60 [S3:+sens]:  94%|█▊| 312/333 [03:36<00:13,  1.52it/s, loss=0.768, pair=0.000, adv=4.085, sprd=0.028]
Ep 050/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.768, pair=0.000, adv=4.085, sprd=0.028]
Ep 050/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.43it/s, loss=0.760, pair=0.001, adv=4.533, sprd=0.026]
Ep 050/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.760, pair=0.001, adv=4.533, sprd=0.026]
Ep 050/60 [S3:+sens]:  94%|█▉| 314/333 [03:37<00:12,  1.49it/s, loss=0.753, pair=0.001, adv=4.185, sprd=0.023]
Ep 050/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.43it/s, loss=0.753, pair=0.001, adv=4.185, sprd=0.023]
Ep 050/60 [S3:+sens]:  95%|█▉| 315/333 [03:38<00:12,  1.43it/s, loss=0.744, pair=0.000, adv=3.983, sprd=0.021]
Ep 050/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.744, pair=0.000, adv=3.983, sprd=0.021]
Ep 050/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.49it/s, loss=0.742, pair=0.000, adv=3.701, sprd=0.020]
Ep 050/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.742, pair=0.000, adv=3.701, sprd=0.020]
Ep 050/60 [S3:+sens]:  95%|█▉| 317/333 [03:39<00:11,  1.42it/s, loss=0.766, pair=0.000, adv=4.098, sprd=0.026]
Ep 050/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.49it/s, loss=0.766, pair=0.000, adv=4.098, sprd=0.026]
Ep 050/60 [S3:+sens]:  95%|█▉| 318/333 [03:40<00:10,  1.49it/s, loss=0.826, pair=0.000, adv=4.284, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.826, pair=0.000, adv=4.284, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.744, pair=0.000, adv=4.187, sprd=0.021]
Ep 050/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.744, pair=0.000, adv=4.187, sprd=0.021]
Ep 050/60 [S3:+sens]:  96%|█▉| 320/333 [03:41<00:08,  1.50it/s, loss=0.754, pair=0.000, adv=3.782, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.754, pair=0.000, adv=3.782, sprd=0.023]
Ep 050/60 [S3:+sens]:  96%|█▉| 321/333 [03:42<00:08,  1.44it/s, loss=0.732, pair=0.000, adv=3.808, sprd=0.018]
Ep 050/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.53it/s, loss=0.732, pair=0.000, adv=3.808, sprd=0.018]
Ep 050/60 [S3:+sens]:  97%|█▉| 322/333 [03:43<00:07,  1.53it/s, loss=0.766, pair=0.000, adv=4.127, sprd=0.026]
Ep 050/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.766, pair=0.000, adv=4.127, sprd=0.026]
Ep 050/60 [S3:+sens]:  97%|█▉| 323/333 [03:43<00:07,  1.40it/s, loss=0.751, pair=0.000, adv=4.012, sprd=0.022]
Ep 050/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.47it/s, loss=0.751, pair=0.000, adv=4.012, sprd=0.022]
Ep 050/60 [S3:+sens]:  97%|█▉| 324/333 [03:44<00:06,  1.47it/s, loss=0.840, pair=0.000, adv=4.195, sprd=0.028]
Ep 050/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.840, pair=0.000, adv=4.195, sprd=0.028]
Ep 050/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.43it/s, loss=0.755, pair=0.000, adv=3.989, sprd=0.022]
Ep 050/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.755, pair=0.000, adv=3.989, sprd=0.022]
Ep 050/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.739, pair=0.000, adv=4.237, sprd=0.021]
Ep 050/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.739, pair=0.000, adv=4.237, sprd=0.021]
Ep 050/60 [S3:+sens]:  98%|█▉| 327/333 [03:46<00:04,  1.45it/s, loss=0.742, pair=0.000, adv=3.974, sprd=0.018]
Ep 050/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.52it/s, loss=0.742, pair=0.000, adv=3.974, sprd=0.018]
Ep 050/60 [S3:+sens]:  98%|█▉| 328/333 [03:47<00:03,  1.52it/s, loss=0.744, pair=0.000, adv=4.236, sprd=0.022]
Ep 050/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.744, pair=0.000, adv=4.236, sprd=0.022]
Ep 050/60 [S3:+sens]:  99%|█▉| 329/333 [03:47<00:02,  1.45it/s, loss=0.752, pair=0.000, adv=3.776, sprd=0.023]
Ep 050/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.752, pair=0.000, adv=3.776, sprd=0.023]
Ep 050/60 [S3:+sens]:  99%|█▉| 330/333 [03:48<00:01,  1.51it/s, loss=0.744, pair=0.000, adv=4.092, sprd=0.022]
Ep 050/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.44it/s, loss=0.744, pair=0.000, adv=4.092, sprd=0.022]
Ep 050/60 [S3:+sens]:  99%|█▉| 331/333 [03:49<00:01,  1.44it/s, loss=0.752, pair=0.000, adv=3.997, sprd=0.023]
Ep 050/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.752, pair=0.000, adv=3.997, sprd=0.023]
Ep 050/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.730, pair=0.000, adv=3.803, sprd=0.017]
Ep 050/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.38it/s, loss=0.730, pair=0.000, adv=3.803, sprd=0.017]
                                                                                                              
Epoch 050/60 [S3:+sens]  loss=0.7581  mat=0.3371  sens=1.0239  pair=0.0137  adv=4.1524(rand=3.37)  deg=0.0023  orth=0.0004  spread=0.0233  q_mean=51.1  q_std=16.4  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.27e-05  230s

Ep 051/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 051/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.754, pair=0.001, adv=4.204, sprd=0.023]
Ep 051/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:08,  1.11s/it, loss=0.754, pair=0.001, adv=4.204, sprd=0.023]
Ep 051/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:08,  1.11s/it, loss=0.741, pair=0.000, adv=3.654, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:29,  1.23it/s, loss=0.741, pair=0.000, adv=3.654, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:29,  1.23it/s, loss=0.744, pair=0.000, adv=4.003, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:19,  1.27it/s, loss=0.744, pair=0.000, adv=4.003, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:19,  1.27it/s, loss=0.740, pair=0.000, adv=4.094, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.41it/s, loss=0.740, pair=0.000, adv=4.094, sprd=0.021]
Ep 051/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.41it/s, loss=0.785, pair=0.000, adv=4.255, sprd=0.031]
Ep 051/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:01,  1.36it/s, loss=0.785, pair=0.000, adv=4.255, sprd=0.031]
Ep 051/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:01,  1.36it/s, loss=0.762, pair=0.000, adv=4.159, sprd=0.026]
Ep 051/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:44,  1.46it/s, loss=0.762, pair=0.000, adv=4.159, sprd=0.026]
Ep 051/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:44,  1.46it/s, loss=0.743, pair=0.000, adv=3.859, sprd=0.020]
Ep 051/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:53,  1.40it/s, loss=0.743, pair=0.000, adv=3.859, sprd=0.020]
Ep 051/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:53,  1.40it/s, loss=0.756, pair=0.002, adv=3.860, sprd=0.024]
Ep 051/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:41,  1.47it/s, loss=0.756, pair=0.002, adv=3.860, sprd=0.024]
Ep 051/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:41,  1.47it/s, loss=0.770, pair=0.000, adv=4.207, sprd=0.029]
Ep 051/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.770, pair=0.000, adv=4.207, sprd=0.029]
Ep 051/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.739, pair=0.000, adv=4.189, sprd=0.019]
Ep 051/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.739, pair=0.000, adv=4.189, sprd=0.019]
Ep 051/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:35,  1.50it/s, loss=0.735, pair=0.003, adv=3.942, sprd=0.018]
Ep 051/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:46,  1.42it/s, loss=0.735, pair=0.003, adv=3.942, sprd=0.018]
Ep 051/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.747, pair=0.000, adv=4.236, sprd=0.022]
Ep 051/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:33,  1.50it/s, loss=0.747, pair=0.000, adv=4.236, sprd=0.022]
Ep 051/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:33,  1.50it/s, loss=0.768, pair=0.002, adv=4.327, sprd=0.027]
Ep 051/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:43,  1.43it/s, loss=0.768, pair=0.002, adv=4.327, sprd=0.027]
Ep 051/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:43,  1.43it/s, loss=0.753, pair=0.000, adv=4.146, sprd=0.023]
Ep 051/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:30,  1.52it/s, loss=0.753, pair=0.000, adv=4.146, sprd=0.023]
Ep 051/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:30,  1.52it/s, loss=0.745, pair=0.003, adv=3.712, sprd=0.020]
Ep 051/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:37,  1.46it/s, loss=0.745, pair=0.003, adv=3.712, sprd=0.020]
Ep 051/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:37,  1.46it/s, loss=0.748, pair=0.000, adv=3.803, sprd=0.022]
Ep 051/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:28,  1.52it/s, loss=0.748, pair=0.000, adv=3.803, sprd=0.022]
Ep 051/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:28,  1.52it/s, loss=0.771, pair=0.003, adv=4.164, sprd=0.029]
Ep 051/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:38,  1.45it/s, loss=0.771, pair=0.003, adv=4.164, sprd=0.029]
Ep 051/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:38,  1.45it/s, loss=0.748, pair=0.002, adv=4.038, sprd=0.023]
Ep 051/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:29,  1.51it/s, loss=0.748, pair=0.002, adv=4.038, sprd=0.023]
Ep 051/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:29,  1.51it/s, loss=0.755, pair=0.000, adv=4.011, sprd=0.025]
Ep 051/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:37,  1.44it/s, loss=0.755, pair=0.000, adv=4.011, sprd=0.025]
Ep 051/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:37,  1.44it/s, loss=0.751, pair=0.000, adv=4.604, sprd=0.023]
Ep 051/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:26,  1.51it/s, loss=0.751, pair=0.000, adv=4.604, sprd=0.023]
Ep 051/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:26,  1.51it/s, loss=0.753, pair=0.003, adv=4.148, sprd=0.023]
Ep 051/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:43,  1.40it/s, loss=0.753, pair=0.003, adv=4.148, sprd=0.023]
Ep 051/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:43,  1.40it/s, loss=0.751, pair=0.000, adv=3.964, sprd=0.023]
Ep 051/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:31,  1.47it/s, loss=0.751, pair=0.000, adv=3.964, sprd=0.023]
Ep 051/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:31,  1.47it/s, loss=0.765, pair=0.000, adv=4.278, sprd=0.027]
Ep 051/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.41it/s, loss=0.765, pair=0.000, adv=4.278, sprd=0.027]
Ep 051/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.41it/s, loss=0.781, pair=0.000, adv=4.354, sprd=0.030]
Ep 051/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:29,  1.48it/s, loss=0.781, pair=0.000, adv=4.354, sprd=0.030]
Ep 051/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:29,  1.48it/s, loss=0.771, pair=0.000, adv=3.915, sprd=0.027]
Ep 051/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:39,  1.41it/s, loss=0.771, pair=0.000, adv=3.915, sprd=0.027]
Ep 051/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:39,  1.41it/s, loss=0.755, pair=0.000, adv=3.880, sprd=0.026]
Ep 051/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:29,  1.46it/s, loss=0.755, pair=0.000, adv=3.880, sprd=0.026]
Ep 051/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:29,  1.46it/s, loss=0.754, pair=0.000, adv=4.112, sprd=0.025]
Ep 051/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:36,  1.41it/s, loss=0.754, pair=0.000, adv=4.112, sprd=0.025]
Ep 051/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:36,  1.41it/s, loss=0.739, pair=0.002, adv=4.223, sprd=0.019]
Ep 051/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.739, pair=0.002, adv=4.223, sprd=0.019]
Ep 051/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.762, pair=0.000, adv=4.132, sprd=0.025]
Ep 051/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:33,  1.42it/s, loss=0.762, pair=0.000, adv=4.132, sprd=0.025]
Ep 051/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:33,  1.42it/s, loss=0.771, pair=0.004, adv=3.940, sprd=0.029]
Ep 051/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:26,  1.47it/s, loss=0.771, pair=0.004, adv=3.940, sprd=0.029]
Ep 051/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:26,  1.47it/s, loss=0.747, pair=0.000, adv=3.977, sprd=0.024]
Ep 051/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:29,  1.44it/s, loss=0.747, pair=0.000, adv=3.977, sprd=0.024]
Ep 051/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:29,  1.44it/s, loss=0.771, pair=0.000, adv=4.041, sprd=0.026]
Ep 051/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.771, pair=0.000, adv=4.041, sprd=0.026]
Ep 051/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.747, pair=0.000, adv=4.333, sprd=0.021]
Ep 051/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:27,  1.44it/s, loss=0.747, pair=0.000, adv=4.333, sprd=0.021]
Ep 051/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.44it/s, loss=0.724, pair=0.000, adv=3.794, sprd=0.016]
Ep 051/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:14,  1.53it/s, loss=0.724, pair=0.000, adv=3.794, sprd=0.016]
Ep 051/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:14,  1.53it/s, loss=0.748, pair=0.000, adv=4.178, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:24,  1.46it/s, loss=0.748, pair=0.000, adv=4.178, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:24,  1.46it/s, loss=0.744, pair=0.000, adv=4.113, sprd=0.020]
Ep 051/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:14,  1.53it/s, loss=0.744, pair=0.000, adv=4.113, sprd=0.020]
Ep 051/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:14,  1.53it/s, loss=0.754, pair=0.000, adv=4.101, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:23,  1.46it/s, loss=0.754, pair=0.000, adv=4.101, sprd=0.023]
Ep 051/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:23,  1.46it/s, loss=0.800, pair=0.003, adv=4.218, sprd=0.035]
Ep 051/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:17,  1.49it/s, loss=0.800, pair=0.003, adv=4.218, sprd=0.035]
Ep 051/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:17,  1.49it/s, loss=0.750, pair=0.003, adv=3.878, sprd=0.022]
Ep 051/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=0.750, pair=0.003, adv=3.878, sprd=0.022]
Ep 051/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:25,  1.43it/s, loss=0.738, pair=0.000, adv=3.615, sprd=0.018]
Ep 051/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.738, pair=0.000, adv=3.615, sprd=0.018]
Ep 051/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.751, pair=0.000, adv=3.918, sprd=0.024]
Ep 051/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:25,  1.42it/s, loss=0.751, pair=0.000, adv=3.918, sprd=0.024]
Ep 051/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:25,  1.42it/s, loss=0.729, pair=0.000, adv=3.919, sprd=0.017]
Ep 051/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:12,  1.51it/s, loss=0.729, pair=0.000, adv=3.919, sprd=0.017]
Ep 051/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:12,  1.51it/s, loss=0.745, pair=0.000, adv=3.728, sprd=0.021]
Ep 051/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:20,  1.45it/s, loss=0.745, pair=0.000, adv=3.728, sprd=0.021]
Ep 051/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:20,  1.45it/s, loss=0.725, pair=0.000, adv=3.809, sprd=0.016]
Ep 051/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:08,  1.53it/s, loss=0.725, pair=0.000, adv=3.809, sprd=0.016]
Ep 051/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:08,  1.53it/s, loss=0.839, pair=0.000, adv=3.850, sprd=0.027]
Ep 051/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.44it/s, loss=0.839, pair=0.000, adv=3.850, sprd=0.027]
Ep 051/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.44it/s, loss=0.732, pair=0.000, adv=4.288, sprd=0.020]
Ep 051/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:10,  1.50it/s, loss=0.732, pair=0.000, adv=4.288, sprd=0.020]
Ep 051/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:10,  1.50it/s, loss=0.746, pair=0.000, adv=4.265, sprd=0.022]
Ep 051/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.746, pair=0.000, adv=4.265, sprd=0.022]
Ep 051/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.751, pair=0.000, adv=4.263, sprd=0.022]
Ep 051/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.751, pair=0.000, adv=4.263, sprd=0.022]
Ep 051/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.754, pair=0.002, adv=4.080, sprd=0.024]
Ep 051/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:18,  1.43it/s, loss=0.754, pair=0.002, adv=4.080, sprd=0.024]
Ep 051/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.733, pair=0.000, adv=3.782, sprd=0.019]
Ep 051/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:06,  1.52it/s, loss=0.733, pair=0.000, adv=3.782, sprd=0.019]
Ep 051/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:06,  1.52it/s, loss=0.754, pair=0.005, adv=4.057, sprd=0.022]
Ep 051/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:19,  1.41it/s, loss=0.754, pair=0.005, adv=4.057, sprd=0.022]
Ep 051/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:19,  1.41it/s, loss=0.765, pair=0.000, adv=4.181, sprd=0.027]
Ep 051/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:10,  1.48it/s, loss=0.765, pair=0.000, adv=4.181, sprd=0.027]
Ep 051/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:10,  1.48it/s, loss=0.737, pair=0.000, adv=4.376, sprd=0.020]
Ep 051/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.737, pair=0.000, adv=4.376, sprd=0.020]
Ep 051/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.745, pair=0.000, adv=3.896, sprd=0.022]
Ep 051/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.50it/s, loss=0.745, pair=0.000, adv=3.896, sprd=0.022]
Ep 051/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.50it/s, loss=0.820, pair=0.000, adv=4.231, sprd=0.022]
Ep 051/60 [S3:+sens]:  17%|▍  | 55/333 [00:37<03:11,  1.45it/s, loss=0.820, pair=0.000, adv=4.231, sprd=0.022]
Ep 051/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.774, pair=0.000, adv=4.049, sprd=0.029]
Ep 051/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:03,  1.51it/s, loss=0.774, pair=0.000, adv=4.049, sprd=0.029]
Ep 051/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:03,  1.51it/s, loss=0.774, pair=0.000, adv=3.632, sprd=0.027]
Ep 051/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:16,  1.41it/s, loss=0.774, pair=0.000, adv=3.632, sprd=0.027]
Ep 051/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:16,  1.41it/s, loss=0.746, pair=0.000, adv=4.284, sprd=0.021]
Ep 051/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:04,  1.49it/s, loss=0.746, pair=0.000, adv=4.284, sprd=0.021]
Ep 051/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:04,  1.49it/s, loss=0.756, pair=0.000, adv=4.066, sprd=0.023]
Ep 051/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:07,  1.46it/s, loss=0.756, pair=0.000, adv=4.066, sprd=0.023]
Ep 051/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:07,  1.46it/s, loss=0.736, pair=0.000, adv=3.826, sprd=0.019]
Ep 051/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:57,  1.54it/s, loss=0.736, pair=0.000, adv=3.826, sprd=0.019]
Ep 051/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<02:57,  1.54it/s, loss=0.746, pair=0.000, adv=3.912, sprd=0.024]
Ep 051/60 [S3:+sens]:  18%|▌  | 61/333 [00:41<03:03,  1.48it/s, loss=0.746, pair=0.000, adv=3.912, sprd=0.024]
Ep 051/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:03,  1.48it/s, loss=0.764, pair=0.000, adv=4.230, sprd=0.026]
Ep 051/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:56,  1.53it/s, loss=0.764, pair=0.000, adv=4.230, sprd=0.026]
Ep 051/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:56,  1.53it/s, loss=0.740, pair=0.000, adv=4.112, sprd=0.020]
Ep 051/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:02,  1.48it/s, loss=0.740, pair=0.000, adv=4.112, sprd=0.020]
Ep 051/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:02,  1.48it/s, loss=0.777, pair=0.000, adv=4.163, sprd=0.028]
Ep 051/60 [S3:+sens]:  19%|▌  | 64/333 [00:43<02:56,  1.52it/s, loss=0.777, pair=0.000, adv=4.163, sprd=0.028]
Ep 051/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:56,  1.52it/s, loss=0.740, pair=0.000, adv=3.905, sprd=0.021]
Ep 051/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:07,  1.43it/s, loss=0.740, pair=0.000, adv=3.905, sprd=0.021]
Ep 051/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:07,  1.43it/s, loss=0.750, pair=0.000, adv=3.984, sprd=0.022]
Ep 051/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:58,  1.50it/s, loss=0.750, pair=0.000, adv=3.984, sprd=0.022]
Ep 051/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:58,  1.50it/s, loss=0.730, pair=0.001, adv=3.966, sprd=0.017]
Ep 051/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.730, pair=0.001, adv=3.966, sprd=0.017]
Ep 051/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.741, pair=0.001, adv=4.004, sprd=0.020]
Ep 051/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:56,  1.50it/s, loss=0.741, pair=0.001, adv=4.004, sprd=0.020]
Ep 051/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:56,  1.50it/s, loss=0.760, pair=0.000, adv=3.834, sprd=0.025]
Ep 051/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:02,  1.44it/s, loss=0.760, pair=0.000, adv=3.834, sprd=0.025]
Ep 051/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:02,  1.44it/s, loss=0.777, pair=0.000, adv=4.108, sprd=0.030]
Ep 051/60 [S3:+sens]:  21%|▋  | 70/333 [00:47<02:55,  1.50it/s, loss=0.777, pair=0.000, adv=4.108, sprd=0.030]
Ep 051/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.730, pair=0.000, adv=3.986, sprd=0.018]
Ep 051/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<03:03,  1.42it/s, loss=0.730, pair=0.000, adv=3.986, sprd=0.018]
Ep 051/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:03,  1.42it/s, loss=0.766, pair=0.000, adv=4.244, sprd=0.026]
Ep 051/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:56,  1.48it/s, loss=0.766, pair=0.000, adv=4.244, sprd=0.026]
Ep 051/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.740, pair=0.000, adv=4.025, sprd=0.021]
Ep 051/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.41it/s, loss=0.740, pair=0.000, adv=4.025, sprd=0.021]
Ep 051/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:03,  1.41it/s, loss=0.744, pair=0.004, adv=4.214, sprd=0.020]
Ep 051/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:52,  1.50it/s, loss=0.744, pair=0.004, adv=4.214, sprd=0.020]
Ep 051/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.780, pair=0.000, adv=4.438, sprd=0.030]
Ep 051/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:00,  1.43it/s, loss=0.780, pair=0.000, adv=4.438, sprd=0.030]
Ep 051/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:00,  1.43it/s, loss=0.773, pair=0.005, adv=4.064, sprd=0.029]
Ep 051/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.773, pair=0.005, adv=4.064, sprd=0.029]
Ep 051/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.736, pair=0.004, adv=3.862, sprd=0.020]
Ep 051/60 [S3:+sens]:  23%|▋  | 77/333 [00:52<03:00,  1.42it/s, loss=0.736, pair=0.004, adv=3.862, sprd=0.020]
Ep 051/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:00,  1.42it/s, loss=0.748, pair=0.000, adv=3.966, sprd=0.021]
Ep 051/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:51,  1.49it/s, loss=0.748, pair=0.000, adv=3.966, sprd=0.021]
Ep 051/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:51,  1.49it/s, loss=0.765, pair=0.000, adv=4.260, sprd=0.027]
Ep 051/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.43it/s, loss=0.765, pair=0.000, adv=4.260, sprd=0.027]
Ep 051/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.43it/s, loss=0.742, pair=0.001, adv=4.254, sprd=0.020]
Ep 051/60 [S3:+sens]:  24%|▋  | 80/333 [00:54<02:47,  1.51it/s, loss=0.742, pair=0.001, adv=4.254, sprd=0.020]
Ep 051/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.755, pair=0.000, adv=4.205, sprd=0.025]
Ep 051/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:54,  1.44it/s, loss=0.755, pair=0.000, adv=4.205, sprd=0.025]
Ep 051/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:54,  1.44it/s, loss=0.765, pair=0.003, adv=3.953, sprd=0.026]
Ep 051/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:48,  1.49it/s, loss=0.765, pair=0.003, adv=3.953, sprd=0.026]
Ep 051/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:48,  1.49it/s, loss=0.745, pair=0.000, adv=3.967, sprd=0.023]
Ep 051/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.42it/s, loss=0.745, pair=0.000, adv=3.967, sprd=0.023]
Ep 051/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.42it/s, loss=0.756, pair=0.000, adv=4.034, sprd=0.024]
Ep 051/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:48,  1.48it/s, loss=0.756, pair=0.000, adv=4.034, sprd=0.024]
Ep 051/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.48it/s, loss=0.737, pair=0.001, adv=4.123, sprd=0.019]
Ep 051/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:54,  1.42it/s, loss=0.737, pair=0.001, adv=4.123, sprd=0.019]
Ep 051/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:54,  1.42it/s, loss=0.752, pair=0.000, adv=3.765, sprd=0.023]
Ep 051/60 [S3:+sens]:  26%|▊  | 86/333 [00:58<02:46,  1.49it/s, loss=0.752, pair=0.000, adv=3.765, sprd=0.023]
Ep 051/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.49it/s, loss=0.761, pair=0.000, adv=4.006, sprd=0.026]
Ep 051/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:54,  1.41it/s, loss=0.761, pair=0.000, adv=4.006, sprd=0.026]
Ep 051/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:54,  1.41it/s, loss=0.727, pair=0.004, adv=4.002, sprd=0.015]
Ep 051/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:43,  1.50it/s, loss=0.727, pair=0.004, adv=4.002, sprd=0.015]
Ep 051/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.752, pair=0.000, adv=4.141, sprd=0.022]
Ep 051/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.752, pair=0.000, adv=4.141, sprd=0.022]
Ep 051/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.764, pair=0.000, adv=4.025, sprd=0.025]
Ep 051/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:43,  1.49it/s, loss=0.764, pair=0.000, adv=4.025, sprd=0.025]
Ep 051/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.739, pair=0.000, adv=4.038, sprd=0.020]
Ep 051/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:47,  1.44it/s, loss=0.739, pair=0.000, adv=4.038, sprd=0.020]
Ep 051/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:47,  1.44it/s, loss=0.764, pair=0.002, adv=4.134, sprd=0.026]
Ep 051/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:40,  1.50it/s, loss=0.764, pair=0.002, adv=4.134, sprd=0.026]
Ep 051/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:40,  1.50it/s, loss=0.739, pair=0.001, adv=4.347, sprd=0.021]
Ep 051/60 [S3:+sens]:  28%|▊  | 93/333 [01:03<02:44,  1.46it/s, loss=0.739, pair=0.001, adv=4.347, sprd=0.021]
Ep 051/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:44,  1.46it/s, loss=0.751, pair=0.000, adv=4.183, sprd=0.023]
Ep 051/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:37,  1.52it/s, loss=0.751, pair=0.000, adv=4.183, sprd=0.023]
Ep 051/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:37,  1.52it/s, loss=0.753, pair=0.000, adv=4.031, sprd=0.023]
Ep 051/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.753, pair=0.000, adv=4.031, sprd=0.023]
Ep 051/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.764, pair=0.003, adv=3.936, sprd=0.027]
Ep 051/60 [S3:+sens]:  29%|▊  | 96/333 [01:05<02:39,  1.48it/s, loss=0.764, pair=0.003, adv=3.936, sprd=0.027]
Ep 051/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:39,  1.48it/s, loss=0.757, pair=0.000, adv=4.040, sprd=0.024]
Ep 051/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:44,  1.43it/s, loss=0.757, pair=0.000, adv=4.040, sprd=0.024]
Ep 051/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:44,  1.43it/s, loss=0.761, pair=0.005, adv=4.133, sprd=0.026]
Ep 051/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.761, pair=0.005, adv=4.133, sprd=0.026]
Ep 051/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.745, pair=0.004, adv=4.177, sprd=0.021]
Ep 051/60 [S3:+sens]:  30%|▉  | 99/333 [01:07<02:45,  1.41it/s, loss=0.745, pair=0.004, adv=4.177, sprd=0.021]
Ep 051/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.41it/s, loss=0.748, pair=0.002, adv=4.282, sprd=0.024]
Ep 051/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:37,  1.48it/s, loss=0.748, pair=0.002, adv=4.282, sprd=0.024]
Ep 051/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:37,  1.48it/s, loss=0.750, pair=0.000, adv=3.868, sprd=0.021]
Ep 051/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:42,  1.43it/s, loss=0.750, pair=0.000, adv=3.868, sprd=0.021]
Ep 051/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:42,  1.43it/s, loss=0.747, pair=0.000, adv=4.262, sprd=0.023]
Ep 051/60 [S3:+sens]:  31%|▌ | 102/333 [01:09<02:32,  1.51it/s, loss=0.747, pair=0.000, adv=4.262, sprd=0.023]
Ep 051/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.51it/s, loss=0.736, pair=0.001, adv=4.072, sprd=0.018]
Ep 051/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:43,  1.40it/s, loss=0.736, pair=0.001, adv=4.072, sprd=0.018]
Ep 051/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:43,  1.40it/s, loss=0.766, pair=0.001, adv=4.376, sprd=0.026]
Ep 051/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:34,  1.48it/s, loss=0.766, pair=0.001, adv=4.376, sprd=0.026]
Ep 051/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.755, pair=0.000, adv=4.174, sprd=0.024]
Ep 051/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.755, pair=0.000, adv=4.174, sprd=0.024]
Ep 051/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.744, pair=0.002, adv=4.177, sprd=0.022]
Ep 051/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:31,  1.50it/s, loss=0.744, pair=0.002, adv=4.177, sprd=0.022]
Ep 051/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.769, pair=0.002, adv=4.158, sprd=0.029]
Ep 051/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:40,  1.41it/s, loss=0.769, pair=0.002, adv=4.158, sprd=0.029]
Ep 051/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:40,  1.41it/s, loss=0.761, pair=0.000, adv=4.153, sprd=0.027]
Ep 051/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:33,  1.46it/s, loss=0.761, pair=0.000, adv=4.153, sprd=0.027]
Ep 051/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:33,  1.46it/s, loss=0.736, pair=0.001, adv=3.845, sprd=0.019]
Ep 051/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:38,  1.41it/s, loss=0.736, pair=0.001, adv=3.845, sprd=0.019]
Ep 051/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:38,  1.41it/s, loss=0.744, pair=0.002, adv=3.701, sprd=0.021]
Ep 051/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:30,  1.48it/s, loss=0.744, pair=0.002, adv=3.701, sprd=0.021]
Ep 051/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:30,  1.48it/s, loss=0.761, pair=0.001, adv=3.916, sprd=0.026]
Ep 051/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:40,  1.38it/s, loss=0.761, pair=0.001, adv=3.916, sprd=0.026]
Ep 051/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:40,  1.38it/s, loss=0.750, pair=0.001, adv=3.878, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:31,  1.46it/s, loss=0.750, pair=0.001, adv=3.878, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:31,  1.46it/s, loss=0.747, pair=0.000, adv=4.002, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:34,  1.43it/s, loss=0.747, pair=0.000, adv=4.002, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.748, pair=0.003, adv=4.113, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.50it/s, loss=0.748, pair=0.003, adv=4.113, sprd=0.022]
Ep 051/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:25,  1.50it/s, loss=0.756, pair=0.002, adv=3.885, sprd=0.022]
Ep 051/60 [S3:+sens]:  35%|▋ | 115/333 [01:18<02:28,  1.47it/s, loss=0.756, pair=0.002, adv=3.885, sprd=0.022]
Ep 051/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:28,  1.47it/s, loss=0.745, pair=0.009, adv=4.217, sprd=0.022]
Ep 051/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:20,  1.54it/s, loss=0.745, pair=0.009, adv=4.217, sprd=0.022]
Ep 051/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:20,  1.54it/s, loss=0.760, pair=0.009, adv=3.902, sprd=0.024]
Ep 051/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:26,  1.47it/s, loss=0.760, pair=0.009, adv=3.902, sprd=0.024]
Ep 051/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:26,  1.47it/s, loss=0.727, pair=0.008, adv=4.247, sprd=0.017]
Ep 051/60 [S3:+sens]:  35%|▋ | 118/333 [01:20<02:18,  1.55it/s, loss=0.727, pair=0.008, adv=4.247, sprd=0.017]
Ep 051/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:18,  1.55it/s, loss=0.757, pair=0.007, adv=4.224, sprd=0.026]
Ep 051/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:25,  1.47it/s, loss=0.757, pair=0.007, adv=4.224, sprd=0.026]
Ep 051/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:25,  1.47it/s, loss=0.749, pair=0.002, adv=3.902, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:18,  1.53it/s, loss=0.749, pair=0.002, adv=3.902, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:18,  1.53it/s, loss=0.757, pair=0.004, adv=4.178, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 121/333 [01:22<02:26,  1.45it/s, loss=0.757, pair=0.004, adv=4.178, sprd=0.022]
Ep 051/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:26,  1.45it/s, loss=0.767, pair=0.005, adv=4.277, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:21,  1.49it/s, loss=0.767, pair=0.005, adv=4.277, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:21,  1.49it/s, loss=0.731, pair=0.001, adv=3.780, sprd=0.018]
Ep 051/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:24,  1.45it/s, loss=0.731, pair=0.001, adv=3.780, sprd=0.018]
Ep 051/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:24,  1.45it/s, loss=0.771, pair=0.002, adv=4.466, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 124/333 [01:24<02:19,  1.50it/s, loss=0.771, pair=0.002, adv=4.466, sprd=0.027]
Ep 051/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:19,  1.50it/s, loss=0.743, pair=0.001, adv=4.208, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:22,  1.46it/s, loss=0.743, pair=0.001, adv=4.208, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:22,  1.46it/s, loss=0.765, pair=0.001, adv=4.079, sprd=0.026]
Ep 051/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.51it/s, loss=0.765, pair=0.001, adv=4.079, sprd=0.026]
Ep 051/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.51it/s, loss=0.782, pair=0.000, adv=4.048, sprd=0.031]
Ep 051/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.782, pair=0.000, adv=4.048, sprd=0.031]
Ep 051/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.754, pair=0.001, adv=4.182, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:16,  1.50it/s, loss=0.754, pair=0.001, adv=4.182, sprd=0.021]
Ep 051/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.733, pair=0.001, adv=4.184, sprd=0.018]
Ep 051/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:22,  1.44it/s, loss=0.733, pair=0.001, adv=4.184, sprd=0.018]
Ep 051/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:22,  1.44it/s, loss=0.723, pair=0.002, adv=3.613, sprd=0.016]
Ep 051/60 [S3:+sens]:  39%|▊ | 130/333 [01:28<02:13,  1.52it/s, loss=0.723, pair=0.002, adv=3.613, sprd=0.016]
Ep 051/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:13,  1.52it/s, loss=0.737, pair=0.001, adv=3.978, sprd=0.021]
Ep 051/60 [S3:+sens]:  39%|▊ | 131/333 [01:29<02:19,  1.45it/s, loss=0.737, pair=0.001, adv=3.978, sprd=0.021]
Ep 051/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:19,  1.45it/s, loss=0.747, pair=0.000, adv=4.091, sprd=0.023]
Ep 051/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:13,  1.50it/s, loss=0.747, pair=0.000, adv=4.091, sprd=0.023]
Ep 051/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:13,  1.50it/s, loss=0.727, pair=0.001, adv=3.962, sprd=0.016]
Ep 051/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:23,  1.40it/s, loss=0.727, pair=0.001, adv=3.962, sprd=0.016]
Ep 051/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:23,  1.40it/s, loss=0.734, pair=0.000, adv=3.678, sprd=0.019]
Ep 051/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:13,  1.49it/s, loss=0.734, pair=0.000, adv=3.678, sprd=0.019]
Ep 051/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.765, pair=0.000, adv=3.848, sprd=0.027]
Ep 051/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:19,  1.42it/s, loss=0.765, pair=0.000, adv=3.848, sprd=0.027]
Ep 051/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:19,  1.42it/s, loss=0.782, pair=0.002, adv=4.351, sprd=0.031]
Ep 051/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:13,  1.48it/s, loss=0.782, pair=0.002, adv=4.351, sprd=0.031]
Ep 051/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:13,  1.48it/s, loss=0.760, pair=0.001, adv=4.325, sprd=0.024]
Ep 051/60 [S3:+sens]:  41%|▊ | 137/333 [01:33<02:17,  1.42it/s, loss=0.760, pair=0.001, adv=4.325, sprd=0.024]
Ep 051/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:17,  1.42it/s, loss=0.762, pair=0.001, adv=4.030, sprd=0.026]
Ep 051/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:12,  1.47it/s, loss=0.762, pair=0.001, adv=4.030, sprd=0.026]
Ep 051/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:12,  1.47it/s, loss=0.747, pair=0.001, adv=4.100, sprd=0.022]
Ep 051/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:23,  1.35it/s, loss=0.747, pair=0.001, adv=4.100, sprd=0.022]
Ep 051/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:23,  1.35it/s, loss=0.752, pair=0.000, adv=4.439, sprd=0.024]
Ep 051/60 [S3:+sens]:  42%|▊ | 140/333 [01:35<02:12,  1.46it/s, loss=0.752, pair=0.000, adv=4.439, sprd=0.024]
Ep 051/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:12,  1.46it/s, loss=0.753, pair=0.000, adv=4.192, sprd=0.022]
Ep 051/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:15,  1.41it/s, loss=0.753, pair=0.000, adv=4.192, sprd=0.022]
Ep 051/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:15,  1.41it/s, loss=0.743, pair=0.002, adv=3.962, sprd=0.021]
Ep 051/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:07,  1.50it/s, loss=0.743, pair=0.002, adv=3.962, sprd=0.021]
Ep 051/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.50it/s, loss=0.741, pair=0.003, adv=4.283, sprd=0.020]
Ep 051/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:11,  1.44it/s, loss=0.741, pair=0.003, adv=4.283, sprd=0.020]
Ep 051/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:11,  1.44it/s, loss=0.738, pair=0.001, adv=4.066, sprd=0.019]
Ep 051/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:04,  1.52it/s, loss=0.738, pair=0.001, adv=4.066, sprd=0.019]
Ep 051/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.751, pair=0.000, adv=3.774, sprd=0.023]
Ep 051/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:09,  1.45it/s, loss=0.751, pair=0.000, adv=3.774, sprd=0.023]
Ep 051/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:09,  1.45it/s, loss=0.747, pair=0.000, adv=4.136, sprd=0.022]
Ep 051/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.747, pair=0.000, adv=4.136, sprd=0.022]
Ep 051/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.748, pair=0.000, adv=4.098, sprd=0.021]
Ep 051/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:13,  1.40it/s, loss=0.748, pair=0.000, adv=4.098, sprd=0.021]
Ep 051/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:13,  1.40it/s, loss=0.756, pair=0.001, adv=4.182, sprd=0.024]
Ep 051/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:05,  1.47it/s, loss=0.756, pair=0.001, adv=4.182, sprd=0.024]
Ep 051/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:05,  1.47it/s, loss=0.742, pair=0.001, adv=4.085, sprd=0.021]
Ep 051/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.742, pair=0.001, adv=4.085, sprd=0.021]
Ep 051/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:11,  1.40it/s, loss=0.737, pair=0.000, adv=3.870, sprd=0.018]
Ep 051/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<02:03,  1.48it/s, loss=0.737, pair=0.000, adv=3.870, sprd=0.018]
Ep 051/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.48it/s, loss=0.761, pair=0.000, adv=3.854, sprd=0.026]
Ep 051/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:08,  1.42it/s, loss=0.761, pair=0.000, adv=3.854, sprd=0.026]
Ep 051/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:08,  1.42it/s, loss=0.756, pair=0.000, adv=3.633, sprd=0.025]
Ep 051/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.48it/s, loss=0.756, pair=0.000, adv=3.633, sprd=0.025]
Ep 051/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.48it/s, loss=0.726, pair=0.003, adv=3.640, sprd=0.016]
Ep 051/60 [S3:+sens]:  46%|▉ | 153/333 [01:44<02:05,  1.43it/s, loss=0.726, pair=0.003, adv=3.640, sprd=0.016]
Ep 051/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.43it/s, loss=0.756, pair=0.000, adv=4.137, sprd=0.024]
Ep 051/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.49it/s, loss=0.756, pair=0.000, adv=4.137, sprd=0.024]
Ep 051/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.49it/s, loss=0.761, pair=0.000, adv=4.161, sprd=0.027]
Ep 051/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:04,  1.43it/s, loss=0.761, pair=0.000, adv=4.161, sprd=0.027]
Ep 051/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:04,  1.43it/s, loss=0.747, pair=0.000, adv=4.002, sprd=0.022]
Ep 051/60 [S3:+sens]:  47%|▉ | 156/333 [01:46<01:57,  1.51it/s, loss=0.747, pair=0.000, adv=4.002, sprd=0.022]
Ep 051/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:57,  1.51it/s, loss=0.735, pair=0.001, adv=3.549, sprd=0.018]
Ep 051/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:01,  1.44it/s, loss=0.735, pair=0.001, adv=3.549, sprd=0.018]
Ep 051/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.44it/s, loss=0.743, pair=0.000, adv=3.913, sprd=0.021]
Ep 051/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:54,  1.53it/s, loss=0.743, pair=0.000, adv=3.913, sprd=0.021]
Ep 051/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:54,  1.53it/s, loss=0.774, pair=0.000, adv=4.124, sprd=0.029]
Ep 051/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.774, pair=0.000, adv=4.124, sprd=0.029]
Ep 051/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.783, pair=0.002, adv=4.053, sprd=0.031]
Ep 051/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:57,  1.47it/s, loss=0.783, pair=0.002, adv=4.053, sprd=0.031]
Ep 051/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.47it/s, loss=0.747, pair=0.001, adv=4.091, sprd=0.020]
Ep 051/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.42it/s, loss=0.747, pair=0.001, adv=4.091, sprd=0.020]
Ep 051/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.42it/s, loss=0.729, pair=0.000, adv=3.626, sprd=0.018]
Ep 051/60 [S3:+sens]:  49%|▉ | 162/333 [01:50<01:52,  1.52it/s, loss=0.729, pair=0.000, adv=3.626, sprd=0.018]
Ep 051/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:52,  1.52it/s, loss=0.743, pair=0.000, adv=4.167, sprd=0.019]
Ep 051/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<01:57,  1.45it/s, loss=0.743, pair=0.000, adv=4.167, sprd=0.019]
Ep 051/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:57,  1.45it/s, loss=0.764, pair=0.000, adv=3.770, sprd=0.027]
Ep 051/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:53,  1.49it/s, loss=0.764, pair=0.000, adv=3.770, sprd=0.027]
Ep 051/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.757, pair=0.000, adv=4.034, sprd=0.023]
Ep 051/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.41it/s, loss=0.757, pair=0.000, adv=4.034, sprd=0.023]
Ep 051/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:59,  1.41it/s, loss=0.764, pair=0.001, adv=4.009, sprd=0.026]
Ep 051/60 [S3:+sens]:  50%|▉ | 166/333 [01:53<01:53,  1.47it/s, loss=0.764, pair=0.001, adv=4.009, sprd=0.026]
Ep 051/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.828, pair=0.000, adv=4.347, sprd=0.024]
Ep 051/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:57,  1.41it/s, loss=0.828, pair=0.000, adv=4.347, sprd=0.024]
Ep 051/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:57,  1.41it/s, loss=0.752, pair=0.000, adv=4.089, sprd=0.024]
Ep 051/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.47it/s, loss=0.752, pair=0.000, adv=4.089, sprd=0.024]
Ep 051/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.47it/s, loss=0.820, pair=0.000, adv=3.779, sprd=0.021]
Ep 051/60 [S3:+sens]:  51%|█ | 169/333 [01:55<01:55,  1.41it/s, loss=0.820, pair=0.000, adv=3.779, sprd=0.021]
Ep 051/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.41it/s, loss=0.753, pair=0.000, adv=4.185, sprd=0.024]
Ep 051/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:49,  1.49it/s, loss=0.753, pair=0.000, adv=4.185, sprd=0.024]
Ep 051/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:49,  1.49it/s, loss=0.746, pair=0.000, adv=4.043, sprd=0.021]
Ep 051/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:53,  1.42it/s, loss=0.746, pair=0.000, adv=4.043, sprd=0.021]
Ep 051/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:53,  1.42it/s, loss=0.766, pair=0.001, adv=4.210, sprd=0.026]
Ep 051/60 [S3:+sens]:  52%|█ | 172/333 [01:57<01:48,  1.48it/s, loss=0.766, pair=0.001, adv=4.210, sprd=0.026]
Ep 051/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.48it/s, loss=0.745, pair=0.000, adv=3.891, sprd=0.021]
Ep 051/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:55,  1.39it/s, loss=0.745, pair=0.000, adv=3.891, sprd=0.021]
Ep 051/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:55,  1.39it/s, loss=0.767, pair=0.000, adv=4.222, sprd=0.026]
Ep 051/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:48,  1.47it/s, loss=0.767, pair=0.000, adv=4.222, sprd=0.026]
Ep 051/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:48,  1.47it/s, loss=0.735, pair=0.000, adv=3.709, sprd=0.019]
Ep 051/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:53,  1.39it/s, loss=0.735, pair=0.000, adv=3.709, sprd=0.019]
Ep 051/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:53,  1.39it/s, loss=0.753, pair=0.000, adv=4.099, sprd=0.022]
Ep 051/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:45,  1.48it/s, loss=0.753, pair=0.000, adv=4.099, sprd=0.022]
Ep 051/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.48it/s, loss=0.771, pair=0.000, adv=3.838, sprd=0.028]
Ep 051/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:49,  1.43it/s, loss=0.771, pair=0.000, adv=3.838, sprd=0.028]
Ep 051/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:49,  1.43it/s, loss=0.757, pair=0.000, adv=3.935, sprd=0.024]
Ep 051/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.49it/s, loss=0.757, pair=0.000, adv=3.935, sprd=0.024]
Ep 051/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.49it/s, loss=0.770, pair=0.000, adv=4.008, sprd=0.026]
Ep 051/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:48,  1.42it/s, loss=0.770, pair=0.000, adv=4.008, sprd=0.026]
Ep 051/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:48,  1.42it/s, loss=0.746, pair=0.000, adv=4.082, sprd=0.023]
Ep 051/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.49it/s, loss=0.746, pair=0.000, adv=4.082, sprd=0.023]
Ep 051/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.49it/s, loss=0.747, pair=0.000, adv=4.331, sprd=0.022]
Ep 051/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.43it/s, loss=0.747, pair=0.000, adv=4.331, sprd=0.022]
Ep 051/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.43it/s, loss=0.734, pair=0.000, adv=3.611, sprd=0.018]
Ep 051/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:40,  1.51it/s, loss=0.734, pair=0.000, adv=3.611, sprd=0.018]
Ep 051/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.51it/s, loss=0.754, pair=0.000, adv=4.011, sprd=0.022]
Ep 051/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:43,  1.45it/s, loss=0.754, pair=0.000, adv=4.011, sprd=0.022]
Ep 051/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:43,  1.45it/s, loss=0.742, pair=0.001, adv=4.096, sprd=0.021]
Ep 051/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:38,  1.52it/s, loss=0.742, pair=0.001, adv=4.096, sprd=0.021]
Ep 051/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:38,  1.52it/s, loss=0.757, pair=0.000, adv=3.924, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█ | 185/333 [02:06<01:43,  1.43it/s, loss=0.757, pair=0.000, adv=3.924, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.43it/s, loss=0.752, pair=0.001, adv=3.961, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:37,  1.51it/s, loss=0.752, pair=0.001, adv=3.961, sprd=0.023]
Ep 051/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.732, pair=0.000, adv=3.848, sprd=0.018]
Ep 051/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:40,  1.45it/s, loss=0.732, pair=0.000, adv=3.848, sprd=0.018]
Ep 051/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:40,  1.45it/s, loss=0.746, pair=0.002, adv=4.175, sprd=0.022]
Ep 051/60 [S3:+sens]:  56%|█▏| 188/333 [02:08<01:35,  1.53it/s, loss=0.746, pair=0.002, adv=4.175, sprd=0.022]
Ep 051/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.53it/s, loss=0.747, pair=0.001, adv=4.233, sprd=0.022]
Ep 051/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:38,  1.46it/s, loss=0.747, pair=0.001, adv=4.233, sprd=0.022]
Ep 051/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:38,  1.46it/s, loss=0.773, pair=0.000, adv=4.342, sprd=0.029]
Ep 051/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.51it/s, loss=0.773, pair=0.000, adv=4.342, sprd=0.029]
Ep 051/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:34,  1.51it/s, loss=0.747, pair=0.000, adv=3.971, sprd=0.021]
Ep 051/60 [S3:+sens]:  57%|█▏| 191/333 [02:10<01:37,  1.45it/s, loss=0.747, pair=0.000, adv=3.971, sprd=0.021]
Ep 051/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:37,  1.45it/s, loss=0.739, pair=0.001, adv=3.765, sprd=0.020]
Ep 051/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:31,  1.54it/s, loss=0.739, pair=0.001, adv=3.765, sprd=0.020]
Ep 051/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:31,  1.54it/s, loss=0.744, pair=0.001, adv=4.110, sprd=0.022]
Ep 051/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:34,  1.48it/s, loss=0.744, pair=0.001, adv=4.110, sprd=0.022]
Ep 051/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:34,  1.48it/s, loss=0.753, pair=0.000, adv=4.144, sprd=0.023]
Ep 051/60 [S3:+sens]:  58%|█▏| 194/333 [02:12<01:30,  1.53it/s, loss=0.753, pair=0.000, adv=4.144, sprd=0.023]
Ep 051/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:30,  1.53it/s, loss=0.753, pair=0.000, adv=4.061, sprd=0.024]
Ep 051/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:34,  1.47it/s, loss=0.753, pair=0.000, adv=4.061, sprd=0.024]
Ep 051/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.47it/s, loss=0.772, pair=0.000, adv=3.891, sprd=0.028]
Ep 051/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.50it/s, loss=0.772, pair=0.000, adv=3.891, sprd=0.028]
Ep 051/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.50it/s, loss=0.806, pair=0.000, adv=3.999, sprd=0.020]
Ep 051/60 [S3:+sens]:  59%|█▏| 197/333 [02:14<01:33,  1.45it/s, loss=0.806, pair=0.000, adv=3.999, sprd=0.020]
Ep 051/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.45it/s, loss=0.769, pair=0.000, adv=3.866, sprd=0.029]
Ep 051/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:30,  1.50it/s, loss=0.769, pair=0.000, adv=3.866, sprd=0.029]
Ep 051/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.50it/s, loss=0.765, pair=0.000, adv=3.959, sprd=0.027]
Ep 051/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:33,  1.43it/s, loss=0.765, pair=0.000, adv=3.959, sprd=0.027]
Ep 051/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:33,  1.43it/s, loss=0.763, pair=0.000, adv=4.020, sprd=0.027]
Ep 051/60 [S3:+sens]:  60%|█▏| 200/333 [02:16<01:29,  1.48it/s, loss=0.763, pair=0.000, adv=4.020, sprd=0.027]
Ep 051/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.48it/s, loss=0.737, pair=0.000, adv=4.113, sprd=0.020]
Ep 051/60 [S3:+sens]:  60%|█▏| 201/333 [02:17<01:31,  1.44it/s, loss=0.737, pair=0.000, adv=4.113, sprd=0.020]
Ep 051/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.775, pair=0.001, adv=4.143, sprd=0.028]
Ep 051/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:27,  1.49it/s, loss=0.775, pair=0.001, adv=4.143, sprd=0.028]
Ep 051/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.49it/s, loss=0.739, pair=0.001, adv=3.769, sprd=0.019]
Ep 051/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.44it/s, loss=0.739, pair=0.001, adv=3.769, sprd=0.019]
Ep 051/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.44it/s, loss=0.751, pair=0.001, adv=3.859, sprd=0.022]
Ep 051/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:25,  1.50it/s, loss=0.751, pair=0.001, adv=3.859, sprd=0.022]
Ep 051/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.50it/s, loss=0.739, pair=0.001, adv=4.317, sprd=0.020]
Ep 051/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:27,  1.46it/s, loss=0.739, pair=0.001, adv=4.317, sprd=0.020]
Ep 051/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:27,  1.46it/s, loss=0.759, pair=0.000, adv=4.167, sprd=0.025]
Ep 051/60 [S3:+sens]:  62%|█▏| 206/333 [02:20<01:23,  1.52it/s, loss=0.759, pair=0.000, adv=4.167, sprd=0.025]
Ep 051/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.52it/s, loss=0.740, pair=0.001, adv=4.288, sprd=0.021]
Ep 051/60 [S3:+sens]:  62%|█▏| 207/333 [02:21<01:25,  1.48it/s, loss=0.740, pair=0.001, adv=4.288, sprd=0.021]
Ep 051/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:25,  1.48it/s, loss=0.746, pair=0.001, adv=3.865, sprd=0.023]
Ep 051/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:21,  1.53it/s, loss=0.746, pair=0.001, adv=3.865, sprd=0.023]
Ep 051/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:21,  1.53it/s, loss=0.765, pair=0.000, adv=4.346, sprd=0.026]
Ep 051/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.46it/s, loss=0.765, pair=0.000, adv=4.346, sprd=0.026]
Ep 051/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.46it/s, loss=0.731, pair=0.001, adv=3.949, sprd=0.018]
Ep 051/60 [S3:+sens]:  63%|█▎| 210/333 [02:23<01:18,  1.56it/s, loss=0.731, pair=0.001, adv=3.949, sprd=0.018]
Ep 051/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:18,  1.56it/s, loss=0.770, pair=0.000, adv=3.801, sprd=0.028]
Ep 051/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:24,  1.45it/s, loss=0.770, pair=0.000, adv=3.801, sprd=0.028]
Ep 051/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:24,  1.45it/s, loss=0.737, pair=0.000, adv=4.193, sprd=0.019]
Ep 051/60 [S3:+sens]:  64%|█▎| 212/333 [02:24<01:19,  1.52it/s, loss=0.737, pair=0.000, adv=4.193, sprd=0.019]
Ep 051/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:19,  1.52it/s, loss=0.734, pair=0.000, adv=4.278, sprd=0.021]
Ep 051/60 [S3:+sens]:  64%|█▎| 213/333 [02:25<01:23,  1.43it/s, loss=0.734, pair=0.000, adv=4.278, sprd=0.021]
Ep 051/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.43it/s, loss=0.753, pair=0.000, adv=4.148, sprd=0.024]
Ep 051/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:19,  1.50it/s, loss=0.753, pair=0.000, adv=4.148, sprd=0.024]
Ep 051/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.50it/s, loss=0.771, pair=0.002, adv=4.220, sprd=0.029]
Ep 051/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:22,  1.42it/s, loss=0.771, pair=0.002, adv=4.220, sprd=0.029]
Ep 051/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:22,  1.42it/s, loss=0.752, pair=0.001, adv=4.136, sprd=0.024]
Ep 051/60 [S3:+sens]:  65%|█▎| 216/333 [02:27<01:17,  1.51it/s, loss=0.752, pair=0.001, adv=4.136, sprd=0.024]
Ep 051/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.51it/s, loss=0.757, pair=0.001, adv=3.852, sprd=0.025]
Ep 051/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:20,  1.44it/s, loss=0.757, pair=0.001, adv=3.852, sprd=0.025]
Ep 051/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.739, pair=0.000, adv=3.722, sprd=0.019]
Ep 051/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:15,  1.52it/s, loss=0.739, pair=0.000, adv=3.722, sprd=0.019]
Ep 051/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:15,  1.52it/s, loss=0.753, pair=0.000, adv=4.146, sprd=0.024]
Ep 051/60 [S3:+sens]:  66%|█▎| 219/333 [02:29<01:18,  1.44it/s, loss=0.753, pair=0.000, adv=4.146, sprd=0.024]
Ep 051/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.44it/s, loss=0.761, pair=0.000, adv=3.921, sprd=0.024]
Ep 051/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:15,  1.49it/s, loss=0.761, pair=0.000, adv=3.921, sprd=0.024]
Ep 051/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.49it/s, loss=0.821, pair=0.000, adv=4.339, sprd=0.023]
Ep 051/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:18,  1.43it/s, loss=0.821, pair=0.000, adv=4.339, sprd=0.023]
Ep 051/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:18,  1.43it/s, loss=0.765, pair=0.000, adv=4.137, sprd=0.027]
Ep 051/60 [S3:+sens]:  67%|█▎| 222/333 [02:31<01:14,  1.49it/s, loss=0.765, pair=0.000, adv=4.137, sprd=0.027]
Ep 051/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.49it/s, loss=0.752, pair=0.002, adv=4.216, sprd=0.022]
Ep 051/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:16,  1.44it/s, loss=0.752, pair=0.002, adv=4.216, sprd=0.022]
Ep 051/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:16,  1.44it/s, loss=0.740, pair=0.000, adv=4.178, sprd=0.019]
Ep 051/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:11,  1.51it/s, loss=0.740, pair=0.000, adv=4.178, sprd=0.019]
Ep 051/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:11,  1.51it/s, loss=0.741, pair=0.000, adv=3.969, sprd=0.021]
Ep 051/60 [S3:+sens]:  68%|█▎| 225/333 [02:33<01:15,  1.43it/s, loss=0.741, pair=0.000, adv=3.969, sprd=0.021]
Ep 051/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:15,  1.43it/s, loss=0.733, pair=0.000, adv=3.957, sprd=0.018]
Ep 051/60 [S3:+sens]:  68%|█▎| 226/333 [02:34<01:11,  1.51it/s, loss=0.733, pair=0.000, adv=3.957, sprd=0.018]
Ep 051/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:11,  1.51it/s, loss=0.742, pair=0.000, adv=4.001, sprd=0.021]
Ep 051/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:12,  1.46it/s, loss=0.742, pair=0.000, adv=4.001, sprd=0.021]
Ep 051/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:12,  1.46it/s, loss=0.747, pair=0.001, adv=3.642, sprd=0.022]
Ep 051/60 [S3:+sens]:  68%|█▎| 228/333 [02:35<01:09,  1.51it/s, loss=0.747, pair=0.001, adv=3.642, sprd=0.022]
Ep 051/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.51it/s, loss=0.750, pair=0.000, adv=4.154, sprd=0.021]
Ep 051/60 [S3:+sens]:  69%|█▍| 229/333 [02:36<01:12,  1.44it/s, loss=0.750, pair=0.000, adv=4.154, sprd=0.021]
Ep 051/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.44it/s, loss=0.762, pair=0.000, adv=4.206, sprd=0.026]
Ep 051/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:09,  1.49it/s, loss=0.762, pair=0.000, adv=4.206, sprd=0.026]
Ep 051/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:09,  1.49it/s, loss=0.821, pair=0.001, adv=4.169, sprd=0.023]
Ep 051/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.43it/s, loss=0.821, pair=0.001, adv=4.169, sprd=0.023]
Ep 051/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.43it/s, loss=0.745, pair=0.001, adv=3.933, sprd=0.022]
Ep 051/60 [S3:+sens]:  70%|█▍| 232/333 [02:38<01:07,  1.50it/s, loss=0.745, pair=0.001, adv=3.933, sprd=0.022]
Ep 051/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.50it/s, loss=0.752, pair=0.002, adv=3.894, sprd=0.024]
Ep 051/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.45it/s, loss=0.752, pair=0.002, adv=3.894, sprd=0.024]
Ep 051/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.45it/s, loss=0.773, pair=0.000, adv=4.297, sprd=0.029]
Ep 051/60 [S3:+sens]:  70%|█▍| 234/333 [02:39<01:05,  1.50it/s, loss=0.773, pair=0.000, adv=4.297, sprd=0.029]
Ep 051/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:05,  1.50it/s, loss=0.823, pair=0.000, adv=4.025, sprd=0.020]
Ep 051/60 [S3:+sens]:  71%|█▍| 235/333 [02:40<01:08,  1.44it/s, loss=0.823, pair=0.000, adv=4.025, sprd=0.020]
Ep 051/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.44it/s, loss=0.767, pair=0.000, adv=4.221, sprd=0.028]
Ep 051/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:05,  1.49it/s, loss=0.767, pair=0.000, adv=4.221, sprd=0.028]
Ep 051/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.49it/s, loss=0.760, pair=0.000, adv=4.146, sprd=0.026]
Ep 051/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.43it/s, loss=0.760, pair=0.000, adv=4.146, sprd=0.026]
Ep 051/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.43it/s, loss=0.750, pair=0.000, adv=4.044, sprd=0.021]
Ep 051/60 [S3:+sens]:  71%|█▍| 238/333 [02:42<01:02,  1.51it/s, loss=0.750, pair=0.000, adv=4.044, sprd=0.021]
Ep 051/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:02,  1.51it/s, loss=0.772, pair=0.000, adv=3.770, sprd=0.030]
Ep 051/60 [S3:+sens]:  72%|█▍| 239/333 [02:43<01:06,  1.42it/s, loss=0.772, pair=0.000, adv=3.770, sprd=0.030]
Ep 051/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:06,  1.42it/s, loss=0.778, pair=0.000, adv=4.266, sprd=0.030]
Ep 051/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:03,  1.47it/s, loss=0.778, pair=0.000, adv=4.266, sprd=0.030]
Ep 051/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:03,  1.47it/s, loss=0.732, pair=0.002, adv=3.632, sprd=0.019]
Ep 051/60 [S3:+sens]:  72%|█▍| 241/333 [02:44<01:05,  1.40it/s, loss=0.732, pair=0.002, adv=3.632, sprd=0.019]
Ep 051/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.40it/s, loss=0.776, pair=0.000, adv=4.043, sprd=0.029]
Ep 051/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<01:02,  1.46it/s, loss=0.776, pair=0.000, adv=4.043, sprd=0.029]
Ep 051/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:02,  1.46it/s, loss=0.745, pair=0.000, adv=4.010, sprd=0.022]
Ep 051/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:03,  1.43it/s, loss=0.745, pair=0.000, adv=4.010, sprd=0.022]
Ep 051/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:03,  1.43it/s, loss=0.752, pair=0.002, adv=4.236, sprd=0.022]
Ep 051/60 [S3:+sens]:  73%|█▍| 244/333 [02:46<00:59,  1.49it/s, loss=0.752, pair=0.002, adv=4.236, sprd=0.022]
Ep 051/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.727, pair=0.002, adv=4.103, sprd=0.018]
Ep 051/60 [S3:+sens]:  74%|█▍| 245/333 [02:47<01:00,  1.45it/s, loss=0.727, pair=0.002, adv=4.103, sprd=0.018]
Ep 051/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.777, pair=0.001, adv=3.854, sprd=0.028]
Ep 051/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:58,  1.50it/s, loss=0.777, pair=0.001, adv=3.854, sprd=0.028]
Ep 051/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:58,  1.50it/s, loss=0.739, pair=0.000, adv=4.046, sprd=0.019]
Ep 051/60 [S3:+sens]:  74%|█▍| 247/333 [02:48<00:59,  1.44it/s, loss=0.739, pair=0.000, adv=4.046, sprd=0.019]
Ep 051/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.737, pair=0.000, adv=4.041, sprd=0.020]
Ep 051/60 [S3:+sens]:  74%|█▍| 248/333 [02:49<00:56,  1.51it/s, loss=0.737, pair=0.000, adv=4.041, sprd=0.020]
Ep 051/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.51it/s, loss=0.741, pair=0.000, adv=4.018, sprd=0.020]
Ep 051/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:59,  1.42it/s, loss=0.741, pair=0.000, adv=4.018, sprd=0.020]
Ep 051/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:59,  1.42it/s, loss=0.736, pair=0.000, adv=3.840, sprd=0.017]
Ep 051/60 [S3:+sens]:  75%|█▌| 250/333 [02:50<00:55,  1.51it/s, loss=0.736, pair=0.000, adv=3.840, sprd=0.017]
Ep 051/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.51it/s, loss=0.823, pair=0.000, adv=4.096, sprd=0.024]
Ep 051/60 [S3:+sens]:  75%|█▌| 251/333 [02:51<00:56,  1.45it/s, loss=0.823, pair=0.000, adv=4.096, sprd=0.024]
Ep 051/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.45it/s, loss=0.735, pair=0.000, adv=3.974, sprd=0.018]
Ep 051/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:52,  1.54it/s, loss=0.735, pair=0.000, adv=3.974, sprd=0.018]
Ep 051/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:52,  1.54it/s, loss=0.825, pair=0.000, adv=4.102, sprd=0.023]
Ep 051/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:54,  1.46it/s, loss=0.825, pair=0.000, adv=4.102, sprd=0.023]
Ep 051/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:54,  1.46it/s, loss=0.721, pair=0.003, adv=3.679, sprd=0.015]
Ep 051/60 [S3:+sens]:  76%|█▌| 254/333 [02:53<00:50,  1.56it/s, loss=0.721, pair=0.003, adv=3.679, sprd=0.015]
Ep 051/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:50,  1.56it/s, loss=0.747, pair=0.000, adv=3.913, sprd=0.022]
Ep 051/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.47it/s, loss=0.747, pair=0.000, adv=3.913, sprd=0.022]
Ep 051/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.47it/s, loss=0.775, pair=0.002, adv=4.169, sprd=0.028]
Ep 051/60 [S3:+sens]:  77%|█▌| 256/333 [02:54<00:51,  1.51it/s, loss=0.775, pair=0.002, adv=4.169, sprd=0.028]
Ep 051/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.51it/s, loss=0.749, pair=0.000, adv=4.227, sprd=0.023]
Ep 051/60 [S3:+sens]:  77%|█▌| 257/333 [02:55<00:52,  1.44it/s, loss=0.749, pair=0.000, adv=4.227, sprd=0.023]
Ep 051/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.44it/s, loss=0.757, pair=0.001, adv=4.064, sprd=0.025]
Ep 051/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:49,  1.51it/s, loss=0.757, pair=0.001, adv=4.064, sprd=0.025]
Ep 051/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:49,  1.51it/s, loss=0.751, pair=0.000, adv=4.255, sprd=0.023]
Ep 051/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.45it/s, loss=0.751, pair=0.000, adv=4.255, sprd=0.023]
Ep 051/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.45it/s, loss=0.749, pair=0.002, adv=4.127, sprd=0.022]
Ep 051/60 [S3:+sens]:  78%|█▌| 260/333 [02:57<00:48,  1.51it/s, loss=0.749, pair=0.002, adv=4.127, sprd=0.022]
Ep 051/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.51it/s, loss=0.759, pair=0.000, adv=4.083, sprd=0.025]
Ep 051/60 [S3:+sens]:  78%|█▌| 261/333 [02:58<00:51,  1.39it/s, loss=0.759, pair=0.000, adv=4.083, sprd=0.025]
Ep 051/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:51,  1.39it/s, loss=0.747, pair=0.000, adv=3.660, sprd=0.022]
Ep 051/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:48,  1.47it/s, loss=0.747, pair=0.000, adv=3.660, sprd=0.022]
Ep 051/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:48,  1.47it/s, loss=0.726, pair=0.002, adv=3.962, sprd=0.015]
Ep 051/60 [S3:+sens]:  79%|█▌| 263/333 [02:59<00:49,  1.42it/s, loss=0.726, pair=0.002, adv=3.962, sprd=0.015]
Ep 051/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.42it/s, loss=0.774, pair=0.001, adv=4.193, sprd=0.027]
Ep 051/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:46,  1.48it/s, loss=0.774, pair=0.001, adv=4.193, sprd=0.027]
Ep 051/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.48it/s, loss=0.741, pair=0.001, adv=4.028, sprd=0.021]
Ep 051/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.41it/s, loss=0.741, pair=0.001, adv=4.028, sprd=0.021]
Ep 051/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:48,  1.41it/s, loss=0.753, pair=0.001, adv=4.247, sprd=0.025]
Ep 051/60 [S3:+sens]:  80%|█▌| 266/333 [03:01<00:45,  1.49it/s, loss=0.753, pair=0.001, adv=4.247, sprd=0.025]
Ep 051/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.49it/s, loss=0.743, pair=0.000, adv=4.027, sprd=0.021]
Ep 051/60 [S3:+sens]:  80%|█▌| 267/333 [03:02<00:46,  1.42it/s, loss=0.743, pair=0.000, adv=4.027, sprd=0.021]
Ep 051/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.729, pair=0.000, adv=3.991, sprd=0.019]
Ep 051/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.50it/s, loss=0.729, pair=0.000, adv=3.991, sprd=0.019]
Ep 051/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.50it/s, loss=0.755, pair=0.000, adv=3.749, sprd=0.021]
Ep 051/60 [S3:+sens]:  81%|█▌| 269/333 [03:03<00:44,  1.43it/s, loss=0.755, pair=0.000, adv=3.749, sprd=0.021]
Ep 051/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.43it/s, loss=0.717, pair=0.002, adv=3.874, sprd=0.014]
Ep 051/60 [S3:+sens]:  81%|█▌| 270/333 [03:04<00:41,  1.52it/s, loss=0.717, pair=0.002, adv=3.874, sprd=0.014]
Ep 051/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.52it/s, loss=0.748, pair=0.000, adv=4.252, sprd=0.023]
Ep 051/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:42,  1.46it/s, loss=0.748, pair=0.000, adv=4.252, sprd=0.023]
Ep 051/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:42,  1.46it/s, loss=0.752, pair=0.000, adv=3.907, sprd=0.022]
Ep 051/60 [S3:+sens]:  82%|█▋| 272/333 [03:05<00:40,  1.51it/s, loss=0.752, pair=0.000, adv=3.907, sprd=0.022]
Ep 051/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.51it/s, loss=0.754, pair=0.000, adv=4.067, sprd=0.025]
Ep 051/60 [S3:+sens]:  82%|█▋| 273/333 [03:06<00:41,  1.45it/s, loss=0.754, pair=0.000, adv=4.067, sprd=0.025]
Ep 051/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.45it/s, loss=0.738, pair=0.004, adv=4.101, sprd=0.018]
Ep 051/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:38,  1.53it/s, loss=0.738, pair=0.004, adv=4.101, sprd=0.018]
Ep 051/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:38,  1.53it/s, loss=0.739, pair=0.011, adv=3.880, sprd=0.017]
Ep 051/60 [S3:+sens]:  83%|█▋| 275/333 [03:07<00:38,  1.49it/s, loss=0.739, pair=0.011, adv=3.880, sprd=0.017]
Ep 051/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:38,  1.49it/s, loss=0.731, pair=0.004, adv=4.207, sprd=0.018]
Ep 051/60 [S3:+sens]:  83%|█▋| 276/333 [03:08<00:36,  1.56it/s, loss=0.731, pair=0.004, adv=4.207, sprd=0.018]
Ep 051/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:36,  1.56it/s, loss=0.729, pair=0.002, adv=3.761, sprd=0.017]
Ep 051/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:39,  1.42it/s, loss=0.729, pair=0.002, adv=3.761, sprd=0.017]
Ep 051/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:39,  1.42it/s, loss=0.747, pair=0.003, adv=3.787, sprd=0.021]
Ep 051/60 [S3:+sens]:  83%|█▋| 278/333 [03:09<00:37,  1.49it/s, loss=0.747, pair=0.003, adv=3.787, sprd=0.021]
Ep 051/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:37,  1.49it/s, loss=0.739, pair=0.004, adv=3.891, sprd=0.021]
Ep 051/60 [S3:+sens]:  84%|█▋| 279/333 [03:10<00:37,  1.44it/s, loss=0.739, pair=0.004, adv=3.891, sprd=0.021]
Ep 051/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.44it/s, loss=0.747, pair=0.001, adv=4.019, sprd=0.024]
Ep 051/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:35,  1.51it/s, loss=0.747, pair=0.001, adv=4.019, sprd=0.024]
Ep 051/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.51it/s, loss=0.765, pair=0.001, adv=3.735, sprd=0.027]
Ep 051/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.44it/s, loss=0.765, pair=0.001, adv=3.735, sprd=0.027]
Ep 051/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.44it/s, loss=0.785, pair=0.000, adv=4.027, sprd=0.032]
Ep 051/60 [S3:+sens]:  85%|█▋| 282/333 [03:12<00:34,  1.48it/s, loss=0.785, pair=0.000, adv=4.027, sprd=0.032]
Ep 051/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.48it/s, loss=0.829, pair=0.002, adv=4.278, sprd=0.024]
Ep 051/60 [S3:+sens]:  85%|█▋| 283/333 [03:13<00:34,  1.43it/s, loss=0.829, pair=0.002, adv=4.278, sprd=0.024]
Ep 051/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.43it/s, loss=0.766, pair=0.001, adv=4.113, sprd=0.026]
Ep 051/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.49it/s, loss=0.766, pair=0.001, adv=4.113, sprd=0.026]
Ep 051/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.49it/s, loss=0.770, pair=0.000, adv=4.423, sprd=0.028]
Ep 051/60 [S3:+sens]:  86%|█▋| 285/333 [03:14<00:34,  1.39it/s, loss=0.770, pair=0.000, adv=4.423, sprd=0.028]
Ep 051/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:34,  1.39it/s, loss=0.742, pair=0.000, adv=4.203, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 286/333 [03:15<00:31,  1.47it/s, loss=0.742, pair=0.000, adv=4.203, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.47it/s, loss=0.792, pair=0.001, adv=4.136, sprd=0.033]
Ep 051/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.40it/s, loss=0.792, pair=0.001, adv=4.136, sprd=0.033]
Ep 051/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.40it/s, loss=0.747, pair=0.000, adv=3.616, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 288/333 [03:16<00:30,  1.48it/s, loss=0.747, pair=0.000, adv=3.616, sprd=0.020]
Ep 051/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.48it/s, loss=0.751, pair=0.001, adv=4.356, sprd=0.024]
Ep 051/60 [S3:+sens]:  87%|█▋| 289/333 [03:17<00:30,  1.43it/s, loss=0.751, pair=0.001, adv=4.356, sprd=0.024]
Ep 051/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.742, pair=0.001, adv=4.086, sprd=0.020]
Ep 051/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.50it/s, loss=0.742, pair=0.001, adv=4.086, sprd=0.020]
Ep 051/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.50it/s, loss=0.767, pair=0.000, adv=4.000, sprd=0.026]
Ep 051/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:30,  1.38it/s, loss=0.767, pair=0.000, adv=4.000, sprd=0.026]
Ep 051/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:30,  1.38it/s, loss=0.730, pair=0.002, adv=3.883, sprd=0.016]
Ep 051/60 [S3:+sens]:  88%|█▊| 292/333 [03:19<00:27,  1.48it/s, loss=0.730, pair=0.002, adv=3.883, sprd=0.016]
Ep 051/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.48it/s, loss=0.788, pair=0.000, adv=3.944, sprd=0.032]
Ep 051/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:28,  1.40it/s, loss=0.788, pair=0.000, adv=3.944, sprd=0.032]
Ep 051/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:28,  1.40it/s, loss=0.715, pair=0.002, adv=3.824, sprd=0.014]
Ep 051/60 [S3:+sens]:  88%|█▊| 294/333 [03:20<00:26,  1.49it/s, loss=0.715, pair=0.002, adv=3.824, sprd=0.014]
Ep 051/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:26,  1.49it/s, loss=0.747, pair=0.000, adv=4.150, sprd=0.024]
Ep 051/60 [S3:+sens]:  89%|█▊| 295/333 [03:21<00:26,  1.42it/s, loss=0.747, pair=0.000, adv=4.150, sprd=0.024]
Ep 051/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.42it/s, loss=0.738, pair=0.002, adv=4.214, sprd=0.019]
Ep 051/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.50it/s, loss=0.738, pair=0.002, adv=4.214, sprd=0.019]
Ep 051/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.50it/s, loss=0.763, pair=0.002, adv=3.719, sprd=0.026]
Ep 051/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:25,  1.42it/s, loss=0.763, pair=0.002, adv=3.719, sprd=0.026]
Ep 051/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:25,  1.42it/s, loss=0.749, pair=0.003, adv=4.202, sprd=0.022]
Ep 051/60 [S3:+sens]:  89%|█▊| 298/333 [03:23<00:23,  1.51it/s, loss=0.749, pair=0.003, adv=4.202, sprd=0.022]
Ep 051/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.51it/s, loss=0.744, pair=0.000, adv=3.901, sprd=0.022]
Ep 051/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:23,  1.44it/s, loss=0.744, pair=0.000, adv=3.901, sprd=0.022]
Ep 051/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.44it/s, loss=0.782, pair=0.001, adv=4.370, sprd=0.030]
Ep 051/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.49it/s, loss=0.782, pair=0.001, adv=4.370, sprd=0.030]
Ep 051/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.49it/s, loss=0.758, pair=0.001, adv=4.310, sprd=0.024]
Ep 051/60 [S3:+sens]:  90%|█▊| 301/333 [03:25<00:22,  1.43it/s, loss=0.758, pair=0.001, adv=4.310, sprd=0.024]
Ep 051/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.43it/s, loss=0.759, pair=0.000, adv=3.871, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 302/333 [03:26<00:20,  1.49it/s, loss=0.759, pair=0.000, adv=3.871, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.49it/s, loss=0.749, pair=0.003, adv=4.013, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.43it/s, loss=0.749, pair=0.003, adv=4.013, sprd=0.024]
Ep 051/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.43it/s, loss=0.783, pair=0.001, adv=3.859, sprd=0.032]
Ep 051/60 [S3:+sens]:  91%|█▊| 304/333 [03:27<00:19,  1.47it/s, loss=0.783, pair=0.001, adv=3.859, sprd=0.032]
Ep 051/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.47it/s, loss=0.771, pair=0.001, adv=4.243, sprd=0.029]
Ep 051/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:20,  1.38it/s, loss=0.771, pair=0.001, adv=4.243, sprd=0.029]
Ep 051/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:20,  1.38it/s, loss=0.738, pair=0.001, adv=4.107, sprd=0.021]
Ep 051/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:18,  1.46it/s, loss=0.738, pair=0.001, adv=4.107, sprd=0.021]
Ep 051/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.46it/s, loss=0.743, pair=0.006, adv=3.871, sprd=0.020]
Ep 051/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.42it/s, loss=0.743, pair=0.006, adv=3.871, sprd=0.020]
Ep 051/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.42it/s, loss=0.743, pair=0.002, adv=3.974, sprd=0.021]
Ep 051/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:16,  1.49it/s, loss=0.743, pair=0.002, adv=3.974, sprd=0.021]
Ep 051/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.49it/s, loss=0.754, pair=0.001, adv=3.922, sprd=0.022]
Ep 051/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.42it/s, loss=0.754, pair=0.001, adv=3.922, sprd=0.022]
Ep 051/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.757, pair=0.001, adv=3.754, sprd=0.023]
Ep 051/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.757, pair=0.001, adv=3.754, sprd=0.023]
Ep 051/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.768, pair=0.001, adv=3.997, sprd=0.027]
Ep 051/60 [S3:+sens]:  93%|█▊| 311/333 [03:32<00:15,  1.41it/s, loss=0.768, pair=0.001, adv=3.997, sprd=0.027]
Ep 051/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.41it/s, loss=0.774, pair=0.001, adv=3.682, sprd=0.029]
Ep 051/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:14,  1.46it/s, loss=0.774, pair=0.001, adv=3.682, sprd=0.029]
Ep 051/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.46it/s, loss=0.777, pair=0.003, adv=3.593, sprd=0.013]
Ep 051/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:14,  1.42it/s, loss=0.777, pair=0.003, adv=3.593, sprd=0.013]
Ep 051/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:14,  1.42it/s, loss=0.788, pair=0.001, adv=4.101, sprd=0.033]
Ep 051/60 [S3:+sens]:  94%|█▉| 314/333 [03:34<00:12,  1.47it/s, loss=0.788, pair=0.001, adv=4.101, sprd=0.033]
Ep 051/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.47it/s, loss=0.744, pair=0.007, adv=4.233, sprd=0.022]
Ep 051/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:12,  1.46it/s, loss=0.744, pair=0.007, adv=4.233, sprd=0.022]
Ep 051/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.46it/s, loss=0.748, pair=0.001, adv=4.006, sprd=0.021]
Ep 051/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.52it/s, loss=0.748, pair=0.001, adv=4.006, sprd=0.021]
Ep 051/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.52it/s, loss=0.744, pair=0.005, adv=4.072, sprd=0.021]
Ep 051/60 [S3:+sens]:  95%|█▉| 317/333 [03:36<00:11,  1.43it/s, loss=0.744, pair=0.005, adv=4.072, sprd=0.021]
Ep 051/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.43it/s, loss=0.783, pair=0.003, adv=4.573, sprd=0.030]
Ep 051/60 [S3:+sens]:  95%|█▉| 318/333 [03:37<00:10,  1.49it/s, loss=0.783, pair=0.003, adv=4.573, sprd=0.030]
Ep 051/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.49it/s, loss=0.761, pair=0.002, adv=3.850, sprd=0.026]
Ep 051/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.43it/s, loss=0.761, pair=0.002, adv=3.850, sprd=0.026]
Ep 051/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.43it/s, loss=0.742, pair=0.004, adv=3.931, sprd=0.021]
Ep 051/60 [S3:+sens]:  96%|█▉| 320/333 [03:38<00:08,  1.49it/s, loss=0.742, pair=0.004, adv=3.931, sprd=0.021]
Ep 051/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.49it/s, loss=0.859, pair=0.004, adv=4.068, sprd=0.032]
Ep 051/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.43it/s, loss=0.859, pair=0.004, adv=4.068, sprd=0.032]
Ep 051/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.43it/s, loss=0.752, pair=0.002, adv=4.246, sprd=0.023]
Ep 051/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.48it/s, loss=0.752, pair=0.002, adv=4.246, sprd=0.023]
Ep 051/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.48it/s, loss=0.751, pair=0.004, adv=3.981, sprd=0.024]
Ep 051/60 [S3:+sens]:  97%|█▉| 323/333 [03:40<00:06,  1.43it/s, loss=0.751, pair=0.004, adv=3.981, sprd=0.024]
Ep 051/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.43it/s, loss=0.725, pair=0.004, adv=3.654, sprd=0.017]
Ep 051/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:05,  1.50it/s, loss=0.725, pair=0.004, adv=3.654, sprd=0.017]
Ep 051/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.50it/s, loss=0.822, pair=0.003, adv=3.988, sprd=0.023]
Ep 051/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.44it/s, loss=0.822, pair=0.003, adv=3.988, sprd=0.023]
Ep 051/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.44it/s, loss=0.732, pair=0.005, adv=4.129, sprd=0.018]
Ep 051/60 [S3:+sens]:  98%|█▉| 326/333 [03:42<00:04,  1.51it/s, loss=0.732, pair=0.005, adv=4.129, sprd=0.018]
Ep 051/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.51it/s, loss=0.759, pair=0.005, adv=3.701, sprd=0.026]
Ep 051/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.43it/s, loss=0.759, pair=0.005, adv=3.701, sprd=0.026]
Ep 051/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.43it/s, loss=0.730, pair=0.003, adv=3.915, sprd=0.017]
Ep 051/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.51it/s, loss=0.730, pair=0.003, adv=3.915, sprd=0.017]
Ep 051/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.744, pair=0.002, adv=3.755, sprd=0.021]
Ep 051/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.41it/s, loss=0.744, pair=0.002, adv=3.755, sprd=0.021]
Ep 051/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.41it/s, loss=0.756, pair=0.003, adv=3.955, sprd=0.023]
Ep 051/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:02,  1.49it/s, loss=0.756, pair=0.003, adv=3.955, sprd=0.023]
Ep 051/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.49it/s, loss=0.757, pair=0.003, adv=4.050, sprd=0.026]
Ep 051/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.43it/s, loss=0.757, pair=0.003, adv=4.050, sprd=0.026]
Ep 051/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.751, pair=0.004, adv=3.817, sprd=0.021]
Ep 051/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.50it/s, loss=0.751, pair=0.004, adv=3.817, sprd=0.021]
Ep 051/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.50it/s, loss=0.717, pair=0.008, adv=3.755, sprd=0.015]
Ep 051/60 [S3:+sens]: 100%|██| 333/333 [03:47<00:00,  1.40it/s, loss=0.717, pair=0.008, adv=3.755, sprd=0.015]
                                                                                                              
Epoch 051/60 [S3:+sens]  loss=0.7545  mat=0.3382  sens=1.0112  pair=0.0011  adv=4.0371(rand=3.37)  deg=0.0061  orth=0.0004  spread=0.0230  q_mean=50.7  q_std=16.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.14e-05  228s

Ep 052/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 052/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.779, pair=0.001, adv=3.854, sprd=0.031]
Ep 052/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:46,  1.22s/it, loss=0.779, pair=0.001, adv=3.854, sprd=0.031]
Ep 052/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:46,  1.22s/it, loss=0.761, pair=0.001, adv=4.131, sprd=0.026]
Ep 052/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:41,  1.17it/s, loss=0.761, pair=0.001, adv=4.131, sprd=0.026]
Ep 052/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:41,  1.17it/s, loss=0.814, pair=0.002, adv=4.230, sprd=0.021]
Ep 052/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:21,  1.26it/s, loss=0.814, pair=0.002, adv=4.230, sprd=0.021]
Ep 052/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:21,  1.26it/s, loss=0.769, pair=0.002, adv=3.790, sprd=0.027]
Ep 052/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:56,  1.39it/s, loss=0.769, pair=0.002, adv=3.790, sprd=0.027]
Ep 052/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:56,  1.39it/s, loss=0.721, pair=0.007, adv=3.874, sprd=0.017]
Ep 052/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:59,  1.37it/s, loss=0.721, pair=0.007, adv=3.874, sprd=0.017]
Ep 052/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:59,  1.37it/s, loss=0.733, pair=0.005, adv=3.848, sprd=0.018]
Ep 052/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:41,  1.48it/s, loss=0.733, pair=0.005, adv=3.848, sprd=0.018]
Ep 052/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:41,  1.48it/s, loss=0.750, pair=0.001, adv=4.154, sprd=0.023]
Ep 052/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.41it/s, loss=0.750, pair=0.001, adv=4.154, sprd=0.023]
Ep 052/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.41it/s, loss=0.758, pair=0.004, adv=3.861, sprd=0.024]
Ep 052/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:37,  1.49it/s, loss=0.758, pair=0.004, adv=3.861, sprd=0.024]
Ep 052/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:37,  1.49it/s, loss=0.735, pair=0.004, adv=4.162, sprd=0.019]
Ep 052/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:43,  1.45it/s, loss=0.735, pair=0.004, adv=4.162, sprd=0.019]
Ep 052/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:43,  1.45it/s, loss=0.745, pair=0.002, adv=3.686, sprd=0.021]
Ep 052/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:34,  1.51it/s, loss=0.745, pair=0.002, adv=3.686, sprd=0.021]
Ep 052/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:34,  1.51it/s, loss=0.752, pair=0.005, adv=4.146, sprd=0.023]
Ep 052/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:49,  1.40it/s, loss=0.752, pair=0.005, adv=4.146, sprd=0.023]
Ep 052/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.40it/s, loss=0.750, pair=0.004, adv=4.001, sprd=0.021]
Ep 052/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:32,  1.51it/s, loss=0.750, pair=0.004, adv=4.001, sprd=0.021]
Ep 052/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:32,  1.51it/s, loss=0.736, pair=0.001, adv=3.943, sprd=0.018]
Ep 052/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.41it/s, loss=0.736, pair=0.001, adv=3.943, sprd=0.018]
Ep 052/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.41it/s, loss=0.750, pair=0.005, adv=3.781, sprd=0.023]
Ep 052/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:34,  1.49it/s, loss=0.750, pair=0.005, adv=3.781, sprd=0.023]
Ep 052/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:34,  1.49it/s, loss=0.759, pair=0.006, adv=3.844, sprd=0.024]
Ep 052/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:43,  1.42it/s, loss=0.759, pair=0.006, adv=3.844, sprd=0.024]
Ep 052/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:43,  1.42it/s, loss=0.736, pair=0.002, adv=3.909, sprd=0.019]
Ep 052/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.50it/s, loss=0.736, pair=0.002, adv=3.909, sprd=0.019]
Ep 052/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:30,  1.50it/s, loss=0.762, pair=0.005, adv=4.240, sprd=0.025]
Ep 052/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:48,  1.38it/s, loss=0.762, pair=0.005, adv=4.240, sprd=0.025]
Ep 052/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:48,  1.38it/s, loss=0.746, pair=0.000, adv=3.965, sprd=0.021]
Ep 052/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:32,  1.48it/s, loss=0.746, pair=0.000, adv=3.965, sprd=0.021]
Ep 052/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:32,  1.48it/s, loss=0.735, pair=0.000, adv=3.782, sprd=0.019]
Ep 052/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:48,  1.38it/s, loss=0.735, pair=0.000, adv=3.782, sprd=0.019]
Ep 052/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:48,  1.38it/s, loss=0.740, pair=0.000, adv=3.931, sprd=0.020]
Ep 052/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:34,  1.46it/s, loss=0.740, pair=0.000, adv=3.931, sprd=0.020]
Ep 052/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:34,  1.46it/s, loss=0.745, pair=0.000, adv=3.738, sprd=0.021]
Ep 052/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:40,  1.42it/s, loss=0.745, pair=0.000, adv=3.738, sprd=0.021]
Ep 052/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.42it/s, loss=0.745, pair=0.000, adv=4.162, sprd=0.022]
Ep 052/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:28,  1.49it/s, loss=0.745, pair=0.000, adv=4.162, sprd=0.022]
Ep 052/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:28,  1.49it/s, loss=0.772, pair=0.000, adv=4.136, sprd=0.025]
Ep 052/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:39,  1.41it/s, loss=0.772, pair=0.000, adv=4.136, sprd=0.025]
Ep 052/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:39,  1.41it/s, loss=0.765, pair=0.000, adv=3.865, sprd=0.026]
Ep 052/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:30,  1.47it/s, loss=0.765, pair=0.000, adv=3.865, sprd=0.026]
Ep 052/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:30,  1.47it/s, loss=0.744, pair=0.000, adv=4.395, sprd=0.022]
Ep 052/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:34,  1.44it/s, loss=0.744, pair=0.000, adv=4.395, sprd=0.022]
Ep 052/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:34,  1.44it/s, loss=0.747, pair=0.000, adv=4.318, sprd=0.022]
Ep 052/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.747, pair=0.000, adv=4.318, sprd=0.022]
Ep 052/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:23,  1.51it/s, loss=0.768, pair=0.000, adv=3.539, sprd=0.028]
Ep 052/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:38,  1.40it/s, loss=0.768, pair=0.000, adv=3.539, sprd=0.028]
Ep 052/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:38,  1.40it/s, loss=0.746, pair=0.001, adv=4.151, sprd=0.021]
Ep 052/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:24,  1.49it/s, loss=0.746, pair=0.001, adv=4.151, sprd=0.021]
Ep 052/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:24,  1.49it/s, loss=0.749, pair=0.000, adv=3.897, sprd=0.021]
Ep 052/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:33,  1.42it/s, loss=0.749, pair=0.000, adv=3.897, sprd=0.021]
Ep 052/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:33,  1.42it/s, loss=0.740, pair=0.000, adv=4.077, sprd=0.021]
Ep 052/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:21,  1.51it/s, loss=0.740, pair=0.000, adv=4.077, sprd=0.021]
Ep 052/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:21,  1.51it/s, loss=0.734, pair=0.000, adv=4.017, sprd=0.017]
Ep 052/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:27,  1.46it/s, loss=0.734, pair=0.000, adv=4.017, sprd=0.017]
Ep 052/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:27,  1.46it/s, loss=0.766, pair=0.003, adv=4.193, sprd=0.026]
Ep 052/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:19,  1.51it/s, loss=0.766, pair=0.003, adv=4.193, sprd=0.026]
Ep 052/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:19,  1.51it/s, loss=0.744, pair=0.000, adv=3.998, sprd=0.020]
Ep 052/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.44it/s, loss=0.744, pair=0.000, adv=3.998, sprd=0.020]
Ep 052/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.44it/s, loss=0.762, pair=0.000, adv=4.174, sprd=0.027]
Ep 052/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:20,  1.49it/s, loss=0.762, pair=0.000, adv=4.174, sprd=0.027]
Ep 052/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:20,  1.49it/s, loss=0.771, pair=0.000, adv=4.110, sprd=0.028]
Ep 052/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.42it/s, loss=0.771, pair=0.000, adv=4.110, sprd=0.028]
Ep 052/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:29,  1.42it/s, loss=0.736, pair=0.000, adv=3.779, sprd=0.020]
Ep 052/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.49it/s, loss=0.736, pair=0.000, adv=3.779, sprd=0.020]
Ep 052/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.49it/s, loss=0.755, pair=0.000, adv=4.195, sprd=0.025]
Ep 052/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:26,  1.44it/s, loss=0.755, pair=0.000, adv=4.195, sprd=0.025]
Ep 052/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:26,  1.44it/s, loss=0.739, pair=0.000, adv=3.418, sprd=0.021]
Ep 052/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:15,  1.51it/s, loss=0.739, pair=0.000, adv=3.418, sprd=0.021]
Ep 052/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:15,  1.51it/s, loss=0.744, pair=0.000, adv=3.696, sprd=0.022]
Ep 052/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.44it/s, loss=0.744, pair=0.000, adv=3.696, sprd=0.022]
Ep 052/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.44it/s, loss=0.750, pair=0.000, adv=3.733, sprd=0.024]
Ep 052/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.750, pair=0.000, adv=3.733, sprd=0.024]
Ep 052/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.733, pair=0.000, adv=4.130, sprd=0.019]
Ep 052/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:20,  1.46it/s, loss=0.733, pair=0.000, adv=4.130, sprd=0.019]
Ep 052/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:20,  1.46it/s, loss=0.742, pair=0.000, adv=3.981, sprd=0.021]
Ep 052/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:12,  1.51it/s, loss=0.742, pair=0.000, adv=3.981, sprd=0.021]
Ep 052/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:12,  1.51it/s, loss=0.739, pair=0.000, adv=3.787, sprd=0.022]
Ep 052/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:29,  1.39it/s, loss=0.739, pair=0.000, adv=3.787, sprd=0.022]
Ep 052/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:29,  1.39it/s, loss=0.738, pair=0.000, adv=3.953, sprd=0.022]
Ep 052/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:16,  1.47it/s, loss=0.738, pair=0.000, adv=3.953, sprd=0.022]
Ep 052/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:16,  1.47it/s, loss=0.755, pair=0.000, adv=4.252, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.755, pair=0.000, adv=4.252, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.763, pair=0.000, adv=3.952, sprd=0.025]
Ep 052/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:13,  1.49it/s, loss=0.763, pair=0.000, adv=3.952, sprd=0.025]
Ep 052/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:13,  1.49it/s, loss=0.749, pair=0.000, adv=4.122, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:19,  1.44it/s, loss=0.749, pair=0.000, adv=4.122, sprd=0.023]
Ep 052/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:19,  1.44it/s, loss=0.739, pair=0.000, adv=4.058, sprd=0.019]
Ep 052/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:07,  1.52it/s, loss=0.739, pair=0.000, adv=4.058, sprd=0.019]
Ep 052/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:07,  1.52it/s, loss=0.736, pair=0.000, adv=3.821, sprd=0.019]
Ep 052/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.736, pair=0.000, adv=3.821, sprd=0.019]
Ep 052/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.749, pair=0.000, adv=3.790, sprd=0.021]
Ep 052/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:07,  1.51it/s, loss=0.749, pair=0.000, adv=3.790, sprd=0.021]
Ep 052/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:07,  1.51it/s, loss=0.742, pair=0.000, adv=4.014, sprd=0.020]
Ep 052/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.742, pair=0.000, adv=4.014, sprd=0.020]
Ep 052/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.44it/s, loss=0.752, pair=0.000, adv=4.028, sprd=0.024]
Ep 052/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:08,  1.49it/s, loss=0.752, pair=0.000, adv=4.028, sprd=0.024]
Ep 052/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:08,  1.49it/s, loss=0.758, pair=0.001, adv=4.351, sprd=0.026]
Ep 052/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.758, pair=0.001, adv=4.351, sprd=0.026]
Ep 052/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.726, pair=0.000, adv=3.625, sprd=0.017]
Ep 052/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:02,  1.53it/s, loss=0.726, pair=0.000, adv=3.625, sprd=0.017]
Ep 052/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:02,  1.53it/s, loss=0.748, pair=0.000, adv=4.074, sprd=0.021]
Ep 052/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.748, pair=0.000, adv=4.074, sprd=0.021]
Ep 052/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.769, pair=0.000, adv=3.981, sprd=0.026]
Ep 052/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:04,  1.50it/s, loss=0.769, pair=0.000, adv=3.981, sprd=0.026]
Ep 052/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.755, pair=0.002, adv=4.243, sprd=0.026]
Ep 052/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:11,  1.44it/s, loss=0.755, pair=0.002, adv=4.243, sprd=0.026]
Ep 052/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:11,  1.44it/s, loss=0.774, pair=0.000, adv=4.231, sprd=0.028]
Ep 052/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:04,  1.49it/s, loss=0.774, pair=0.000, adv=4.231, sprd=0.028]
Ep 052/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:04,  1.49it/s, loss=0.755, pair=0.000, adv=4.081, sprd=0.024]
Ep 052/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:12,  1.42it/s, loss=0.755, pair=0.000, adv=4.081, sprd=0.024]
Ep 052/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:12,  1.42it/s, loss=0.742, pair=0.000, adv=4.046, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:01,  1.50it/s, loss=0.742, pair=0.000, adv=4.046, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:01,  1.50it/s, loss=0.750, pair=0.000, adv=3.899, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:08,  1.44it/s, loss=0.750, pair=0.000, adv=3.899, sprd=0.022]
Ep 052/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:08,  1.44it/s, loss=0.735, pair=0.000, adv=3.573, sprd=0.018]
Ep 052/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:57,  1.53it/s, loss=0.735, pair=0.000, adv=3.573, sprd=0.018]
Ep 052/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:57,  1.53it/s, loss=0.766, pair=0.000, adv=4.263, sprd=0.028]
Ep 052/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:03,  1.47it/s, loss=0.766, pair=0.000, adv=4.263, sprd=0.028]
Ep 052/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:03,  1.47it/s, loss=0.740, pair=0.000, adv=4.187, sprd=0.021]
Ep 052/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:53,  1.55it/s, loss=0.740, pair=0.000, adv=4.187, sprd=0.021]
Ep 052/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:53,  1.55it/s, loss=0.750, pair=0.000, adv=4.402, sprd=0.023]
Ep 052/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:01,  1.48it/s, loss=0.750, pair=0.000, adv=4.402, sprd=0.023]
Ep 052/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:01,  1.48it/s, loss=0.766, pair=0.000, adv=4.302, sprd=0.027]
Ep 052/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:55,  1.52it/s, loss=0.766, pair=0.000, adv=4.302, sprd=0.027]
Ep 052/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:55,  1.52it/s, loss=0.744, pair=0.000, adv=3.893, sprd=0.020]
Ep 052/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:06,  1.43it/s, loss=0.744, pair=0.000, adv=3.893, sprd=0.020]
Ep 052/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:06,  1.43it/s, loss=0.737, pair=0.000, adv=4.087, sprd=0.020]
Ep 052/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:56,  1.50it/s, loss=0.737, pair=0.000, adv=4.087, sprd=0.020]
Ep 052/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:56,  1.50it/s, loss=0.756, pair=0.000, adv=4.073, sprd=0.025]
Ep 052/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:02,  1.44it/s, loss=0.756, pair=0.000, adv=4.073, sprd=0.025]
Ep 052/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:02,  1.44it/s, loss=0.741, pair=0.000, adv=3.767, sprd=0.019]
Ep 052/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:53,  1.52it/s, loss=0.741, pair=0.000, adv=3.767, sprd=0.019]
Ep 052/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:53,  1.52it/s, loss=0.767, pair=0.000, adv=4.114, sprd=0.028]
Ep 052/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<03:03,  1.43it/s, loss=0.767, pair=0.000, adv=4.114, sprd=0.028]
Ep 052/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:03,  1.43it/s, loss=0.749, pair=0.000, adv=4.059, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:54,  1.49it/s, loss=0.749, pair=0.000, adv=4.059, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:54,  1.49it/s, loss=0.753, pair=0.001, adv=3.908, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.753, pair=0.001, adv=3.908, sprd=0.024]
Ep 052/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:00,  1.44it/s, loss=0.749, pair=0.002, adv=3.599, sprd=0.022]
Ep 052/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:51,  1.51it/s, loss=0.749, pair=0.002, adv=3.599, sprd=0.022]
Ep 052/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:51,  1.51it/s, loss=0.746, pair=0.005, adv=3.884, sprd=0.021]
Ep 052/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:57,  1.46it/s, loss=0.746, pair=0.005, adv=3.884, sprd=0.021]
Ep 052/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:57,  1.46it/s, loss=0.736, pair=0.003, adv=3.672, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:47,  1.53it/s, loss=0.736, pair=0.003, adv=3.672, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:47,  1.53it/s, loss=0.778, pair=0.000, adv=3.911, sprd=0.029]
Ep 052/60 [S3:+sens]:  23%|▋  | 77/333 [00:52<02:58,  1.43it/s, loss=0.778, pair=0.000, adv=3.911, sprd=0.029]
Ep 052/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:58,  1.43it/s, loss=0.739, pair=0.000, adv=4.062, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:50,  1.50it/s, loss=0.739, pair=0.000, adv=4.062, sprd=0.020]
Ep 052/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:50,  1.50it/s, loss=0.748, pair=0.003, adv=3.764, sprd=0.022]
Ep 052/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:53,  1.46it/s, loss=0.748, pair=0.003, adv=3.764, sprd=0.022]
Ep 052/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:53,  1.46it/s, loss=0.749, pair=0.000, adv=4.282, sprd=0.023]
Ep 052/60 [S3:+sens]:  24%|▋  | 80/333 [00:54<02:46,  1.52it/s, loss=0.749, pair=0.000, adv=4.282, sprd=0.023]
Ep 052/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:46,  1.52it/s, loss=0.771, pair=0.000, adv=4.298, sprd=0.028]
Ep 052/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<03:00,  1.40it/s, loss=0.771, pair=0.000, adv=4.298, sprd=0.028]
Ep 052/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<03:00,  1.40it/s, loss=0.750, pair=0.000, adv=3.845, sprd=0.021]
Ep 052/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:47,  1.50it/s, loss=0.750, pair=0.000, adv=3.845, sprd=0.021]
Ep 052/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:47,  1.50it/s, loss=0.750, pair=0.000, adv=3.930, sprd=0.024]
Ep 052/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<03:01,  1.38it/s, loss=0.750, pair=0.000, adv=3.930, sprd=0.024]
Ep 052/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<03:01,  1.38it/s, loss=0.754, pair=0.000, adv=4.328, sprd=0.025]
Ep 052/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:48,  1.48it/s, loss=0.754, pair=0.000, adv=4.328, sprd=0.025]
Ep 052/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.48it/s, loss=0.784, pair=0.001, adv=3.965, sprd=0.031]
Ep 052/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:56,  1.40it/s, loss=0.784, pair=0.001, adv=3.965, sprd=0.031]
Ep 052/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:56,  1.40it/s, loss=0.736, pair=0.000, adv=4.309, sprd=0.020]
Ep 052/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.48it/s, loss=0.736, pair=0.000, adv=4.309, sprd=0.020]
Ep 052/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.48it/s, loss=0.746, pair=0.000, adv=3.677, sprd=0.021]
Ep 052/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<03:01,  1.36it/s, loss=0.746, pair=0.000, adv=3.677, sprd=0.021]
Ep 052/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<03:01,  1.36it/s, loss=0.765, pair=0.003, adv=4.147, sprd=0.026]
Ep 052/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:51,  1.43it/s, loss=0.765, pair=0.003, adv=4.147, sprd=0.026]
Ep 052/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:51,  1.43it/s, loss=0.739, pair=0.000, adv=4.127, sprd=0.021]
Ep 052/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:53,  1.40it/s, loss=0.739, pair=0.000, adv=4.127, sprd=0.021]
Ep 052/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:53,  1.40it/s, loss=0.761, pair=0.000, adv=3.998, sprd=0.025]
Ep 052/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:45,  1.47it/s, loss=0.761, pair=0.000, adv=3.998, sprd=0.025]
Ep 052/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:45,  1.47it/s, loss=0.765, pair=0.000, adv=3.993, sprd=0.026]
Ep 052/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:51,  1.41it/s, loss=0.765, pair=0.000, adv=3.993, sprd=0.026]
Ep 052/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:51,  1.41it/s, loss=0.726, pair=0.002, adv=4.008, sprd=0.017]
Ep 052/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:42,  1.49it/s, loss=0.726, pair=0.002, adv=4.008, sprd=0.017]
Ep 052/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:42,  1.49it/s, loss=0.756, pair=0.003, adv=4.137, sprd=0.024]
Ep 052/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.44it/s, loss=0.756, pair=0.003, adv=4.137, sprd=0.024]
Ep 052/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:47,  1.44it/s, loss=0.772, pair=0.000, adv=4.048, sprd=0.028]
Ep 052/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:40,  1.49it/s, loss=0.772, pair=0.000, adv=4.048, sprd=0.028]
Ep 052/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:40,  1.49it/s, loss=0.757, pair=0.000, adv=4.028, sprd=0.024]
Ep 052/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:52,  1.38it/s, loss=0.757, pair=0.000, adv=4.028, sprd=0.024]
Ep 052/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:52,  1.38it/s, loss=0.804, pair=0.000, adv=3.770, sprd=0.037]
Ep 052/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:46,  1.43it/s, loss=0.804, pair=0.000, adv=3.770, sprd=0.037]
Ep 052/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:46,  1.43it/s, loss=0.734, pair=0.000, adv=3.963, sprd=0.019]
Ep 052/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:48,  1.40it/s, loss=0.734, pair=0.000, adv=3.963, sprd=0.019]
Ep 052/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:48,  1.40it/s, loss=0.783, pair=0.000, adv=4.275, sprd=0.030]
Ep 052/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:40,  1.46it/s, loss=0.783, pair=0.000, adv=4.275, sprd=0.030]
Ep 052/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:40,  1.46it/s, loss=0.743, pair=0.000, adv=3.718, sprd=0.021]
Ep 052/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:47,  1.40it/s, loss=0.743, pair=0.000, adv=3.718, sprd=0.021]
Ep 052/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:47,  1.40it/s, loss=0.747, pair=0.000, adv=3.898, sprd=0.020]
Ep 052/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:36,  1.49it/s, loss=0.747, pair=0.000, adv=3.898, sprd=0.020]
Ep 052/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.49it/s, loss=0.754, pair=0.000, adv=4.066, sprd=0.024]
Ep 052/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:49,  1.37it/s, loss=0.754, pair=0.000, adv=4.066, sprd=0.024]
Ep 052/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:49,  1.37it/s, loss=0.763, pair=0.000, adv=3.901, sprd=0.027]
Ep 052/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:39,  1.45it/s, loss=0.763, pair=0.000, adv=3.901, sprd=0.027]
Ep 052/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:39,  1.45it/s, loss=0.747, pair=0.000, adv=4.372, sprd=0.022]
Ep 052/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.42it/s, loss=0.747, pair=0.000, adv=4.372, sprd=0.022]
Ep 052/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.42it/s, loss=0.740, pair=0.000, adv=3.850, sprd=0.020]
Ep 052/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.50it/s, loss=0.740, pair=0.000, adv=3.850, sprd=0.020]
Ep 052/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.50it/s, loss=0.759, pair=0.000, adv=4.203, sprd=0.024]
Ep 052/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.759, pair=0.000, adv=4.203, sprd=0.024]
Ep 052/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:38,  1.44it/s, loss=0.764, pair=0.000, adv=4.211, sprd=0.027]
Ep 052/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.764, pair=0.000, adv=4.211, sprd=0.027]
Ep 052/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:31,  1.50it/s, loss=0.754, pair=0.001, adv=4.183, sprd=0.023]
Ep 052/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:32,  1.48it/s, loss=0.754, pair=0.001, adv=4.183, sprd=0.023]
Ep 052/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:32,  1.48it/s, loss=0.741, pair=0.000, adv=3.691, sprd=0.021]
Ep 052/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:26,  1.53it/s, loss=0.741, pair=0.000, adv=3.691, sprd=0.021]
Ep 052/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:26,  1.53it/s, loss=0.758, pair=0.000, adv=4.282, sprd=0.025]
Ep 052/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.758, pair=0.000, adv=4.282, sprd=0.025]
Ep 052/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:32,  1.47it/s, loss=0.766, pair=0.000, adv=4.095, sprd=0.027]
Ep 052/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:26,  1.52it/s, loss=0.766, pair=0.000, adv=4.095, sprd=0.027]
Ep 052/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:26,  1.52it/s, loss=0.769, pair=0.001, adv=3.718, sprd=0.028]
Ep 052/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:35,  1.43it/s, loss=0.769, pair=0.001, adv=3.718, sprd=0.028]
Ep 052/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.43it/s, loss=0.761, pair=0.000, adv=4.112, sprd=0.026]
Ep 052/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.761, pair=0.000, adv=4.112, sprd=0.026]
Ep 052/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.740, pair=0.000, adv=4.105, sprd=0.020]
Ep 052/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.44it/s, loss=0.740, pair=0.000, adv=4.105, sprd=0.020]
Ep 052/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.744, pair=0.000, adv=4.185, sprd=0.021]
Ep 052/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:24,  1.52it/s, loss=0.744, pair=0.000, adv=4.185, sprd=0.021]
Ep 052/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:24,  1.52it/s, loss=0.810, pair=0.000, adv=4.067, sprd=0.021]
Ep 052/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:30,  1.45it/s, loss=0.810, pair=0.000, adv=4.067, sprd=0.021]
Ep 052/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:30,  1.45it/s, loss=0.736, pair=0.000, adv=3.621, sprd=0.019]
Ep 052/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:23,  1.51it/s, loss=0.736, pair=0.000, adv=3.621, sprd=0.019]
Ep 052/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:23,  1.51it/s, loss=0.742, pair=0.000, adv=4.038, sprd=0.022]
Ep 052/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:28,  1.45it/s, loss=0.742, pair=0.000, adv=4.038, sprd=0.022]
Ep 052/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:28,  1.45it/s, loss=0.757, pair=0.000, adv=3.981, sprd=0.023]
Ep 052/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:22,  1.50it/s, loss=0.757, pair=0.000, adv=3.981, sprd=0.023]
Ep 052/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:22,  1.50it/s, loss=0.755, pair=0.000, adv=4.136, sprd=0.023]
Ep 052/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:28,  1.44it/s, loss=0.755, pair=0.000, adv=4.136, sprd=0.023]
Ep 052/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.758, pair=0.000, adv=3.854, sprd=0.024]
Ep 052/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.50it/s, loss=0.758, pair=0.000, adv=3.854, sprd=0.024]
Ep 052/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.50it/s, loss=0.741, pair=0.000, adv=3.823, sprd=0.021]
Ep 052/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:27,  1.43it/s, loss=0.741, pair=0.000, adv=3.823, sprd=0.021]
Ep 052/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:27,  1.43it/s, loss=0.752, pair=0.000, adv=4.242, sprd=0.024]
Ep 052/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:20,  1.50it/s, loss=0.752, pair=0.000, adv=4.242, sprd=0.024]
Ep 052/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.765, pair=0.000, adv=4.273, sprd=0.026]
Ep 052/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:30,  1.40it/s, loss=0.765, pair=0.000, adv=4.273, sprd=0.026]
Ep 052/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:30,  1.40it/s, loss=0.731, pair=0.000, adv=3.922, sprd=0.019]
Ep 052/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:19,  1.50it/s, loss=0.731, pair=0.000, adv=3.922, sprd=0.019]
Ep 052/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:19,  1.50it/s, loss=0.747, pair=0.001, adv=4.093, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.42it/s, loss=0.747, pair=0.001, adv=4.093, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.42it/s, loss=0.764, pair=0.000, adv=4.112, sprd=0.027]
Ep 052/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:20,  1.48it/s, loss=0.764, pair=0.000, adv=4.112, sprd=0.027]
Ep 052/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.48it/s, loss=0.726, pair=0.000, adv=3.621, sprd=0.017]
Ep 052/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.726, pair=0.000, adv=3.621, sprd=0.017]
Ep 052/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.743, pair=0.000, adv=3.906, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:16,  1.50it/s, loss=0.743, pair=0.000, adv=3.906, sprd=0.021]
Ep 052/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.50it/s, loss=0.781, pair=0.000, adv=3.775, sprd=0.031]
Ep 052/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:25,  1.40it/s, loss=0.781, pair=0.000, adv=3.775, sprd=0.031]
Ep 052/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.736, pair=0.000, adv=3.369, sprd=0.020]
Ep 052/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.48it/s, loss=0.736, pair=0.000, adv=3.369, sprd=0.020]
Ep 052/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.48it/s, loss=0.772, pair=0.000, adv=4.145, sprd=0.028]
Ep 052/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.772, pair=0.000, adv=4.145, sprd=0.028]
Ep 052/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.755, pair=0.000, adv=3.872, sprd=0.024]
Ep 052/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.49it/s, loss=0.755, pair=0.000, adv=3.872, sprd=0.024]
Ep 052/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.49it/s, loss=0.727, pair=0.000, adv=4.085, sprd=0.018]
Ep 052/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:17,  1.46it/s, loss=0.727, pair=0.000, adv=4.085, sprd=0.018]
Ep 052/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:17,  1.46it/s, loss=0.759, pair=0.000, adv=4.224, sprd=0.025]
Ep 052/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.51it/s, loss=0.759, pair=0.000, adv=4.224, sprd=0.025]
Ep 052/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.51it/s, loss=0.730, pair=0.000, adv=4.189, sprd=0.017]
Ep 052/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:16,  1.45it/s, loss=0.730, pair=0.000, adv=4.189, sprd=0.017]
Ep 052/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.45it/s, loss=0.746, pair=0.000, adv=3.849, sprd=0.022]
Ep 052/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:10,  1.51it/s, loss=0.746, pair=0.000, adv=3.849, sprd=0.022]
Ep 052/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:10,  1.51it/s, loss=0.772, pair=0.000, adv=3.956, sprd=0.025]
Ep 052/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:24,  1.36it/s, loss=0.772, pair=0.000, adv=3.956, sprd=0.025]
Ep 052/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:24,  1.36it/s, loss=0.797, pair=0.000, adv=3.586, sprd=0.034]
Ep 052/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:17,  1.42it/s, loss=0.797, pair=0.000, adv=3.586, sprd=0.034]
Ep 052/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:17,  1.42it/s, loss=0.766, pair=0.000, adv=4.390, sprd=0.026]
Ep 052/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:24,  1.35it/s, loss=0.766, pair=0.000, adv=4.390, sprd=0.026]
Ep 052/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:24,  1.35it/s, loss=0.744, pair=0.001, adv=4.363, sprd=0.022]
Ep 052/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:13,  1.44it/s, loss=0.744, pair=0.001, adv=4.363, sprd=0.022]
Ep 052/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:13,  1.44it/s, loss=0.740, pair=0.000, adv=3.950, sprd=0.020]
Ep 052/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:16,  1.40it/s, loss=0.740, pair=0.000, adv=3.950, sprd=0.020]
Ep 052/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:16,  1.40it/s, loss=0.751, pair=0.000, adv=4.167, sprd=0.023]
Ep 052/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:09,  1.48it/s, loss=0.751, pair=0.000, adv=4.167, sprd=0.023]
Ep 052/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:09,  1.48it/s, loss=0.817, pair=0.000, adv=3.962, sprd=0.021]
Ep 052/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.817, pair=0.000, adv=3.962, sprd=0.021]
Ep 052/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:12,  1.44it/s, loss=0.766, pair=0.000, adv=4.179, sprd=0.028]
Ep 052/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.49it/s, loss=0.766, pair=0.000, adv=4.179, sprd=0.028]
Ep 052/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.49it/s, loss=0.736, pair=0.000, adv=4.067, sprd=0.019]
Ep 052/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:17,  1.37it/s, loss=0.736, pair=0.000, adv=4.067, sprd=0.019]
Ep 052/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:17,  1.37it/s, loss=0.743, pair=0.000, adv=4.321, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:08,  1.46it/s, loss=0.743, pair=0.000, adv=4.321, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:08,  1.46it/s, loss=0.741, pair=0.000, adv=4.174, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:14,  1.38it/s, loss=0.741, pair=0.000, adv=4.174, sprd=0.021]
Ep 052/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:14,  1.38it/s, loss=0.750, pair=0.000, adv=3.849, sprd=0.022]
Ep 052/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:06,  1.46it/s, loss=0.750, pair=0.000, adv=3.849, sprd=0.022]
Ep 052/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:06,  1.46it/s, loss=0.740, pair=0.000, adv=4.183, sprd=0.020]
Ep 052/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:09,  1.42it/s, loss=0.740, pair=0.000, adv=4.183, sprd=0.020]
Ep 052/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.764, pair=0.000, adv=4.195, sprd=0.027]
Ep 052/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:03,  1.48it/s, loss=0.764, pair=0.000, adv=4.195, sprd=0.027]
Ep 052/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:03,  1.48it/s, loss=0.732, pair=0.000, adv=3.936, sprd=0.018]
Ep 052/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.732, pair=0.000, adv=3.936, sprd=0.018]
Ep 052/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.753, pair=0.000, adv=3.668, sprd=0.023]
Ep 052/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.753, pair=0.000, adv=3.668, sprd=0.023]
Ep 052/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.822, pair=0.000, adv=3.917, sprd=0.022]
Ep 052/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:05,  1.43it/s, loss=0.822, pair=0.000, adv=3.917, sprd=0.022]
Ep 052/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:05,  1.43it/s, loss=0.738, pair=0.000, adv=4.040, sprd=0.021]
Ep 052/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.738, pair=0.000, adv=4.040, sprd=0.021]
Ep 052/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.751, pair=0.000, adv=3.936, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:04,  1.43it/s, loss=0.751, pair=0.000, adv=3.936, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:04,  1.43it/s, loss=0.759, pair=0.000, adv=4.169, sprd=0.026]
Ep 052/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.759, pair=0.000, adv=4.169, sprd=0.026]
Ep 052/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:58,  1.49it/s, loss=0.757, pair=0.000, adv=4.181, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:06,  1.39it/s, loss=0.757, pair=0.000, adv=4.181, sprd=0.025]
Ep 052/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:06,  1.39it/s, loss=0.749, pair=0.000, adv=4.254, sprd=0.023]
Ep 052/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:59,  1.46it/s, loss=0.749, pair=0.000, adv=4.254, sprd=0.023]
Ep 052/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.46it/s, loss=0.756, pair=0.000, adv=3.952, sprd=0.026]
Ep 052/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:03,  1.41it/s, loss=0.756, pair=0.000, adv=3.952, sprd=0.026]
Ep 052/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:03,  1.41it/s, loss=0.737, pair=0.001, adv=3.882, sprd=0.016]
Ep 052/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:54,  1.50it/s, loss=0.737, pair=0.001, adv=3.882, sprd=0.016]
Ep 052/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:54,  1.50it/s, loss=0.711, pair=0.001, adv=3.731, sprd=0.014]
Ep 052/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:57,  1.46it/s, loss=0.711, pair=0.001, adv=3.731, sprd=0.014]
Ep 052/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:57,  1.46it/s, loss=0.754, pair=0.000, adv=3.909, sprd=0.024]
Ep 052/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:52,  1.52it/s, loss=0.754, pair=0.000, adv=3.909, sprd=0.024]
Ep 052/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:52,  1.52it/s, loss=0.735, pair=0.002, adv=3.787, sprd=0.018]
Ep 052/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:56,  1.46it/s, loss=0.735, pair=0.002, adv=3.787, sprd=0.018]
Ep 052/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:56,  1.46it/s, loss=0.771, pair=0.001, adv=4.053, sprd=0.027]
Ep 052/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:52,  1.51it/s, loss=0.771, pair=0.001, adv=4.053, sprd=0.027]
Ep 052/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.51it/s, loss=0.775, pair=0.000, adv=4.177, sprd=0.029]
Ep 052/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:56,  1.44it/s, loss=0.775, pair=0.000, adv=4.177, sprd=0.029]
Ep 052/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:56,  1.44it/s, loss=0.767, pair=0.003, adv=4.145, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.49it/s, loss=0.767, pair=0.003, adv=4.145, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.49it/s, loss=0.768, pair=0.001, adv=4.242, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:55,  1.43it/s, loss=0.768, pair=0.001, adv=4.242, sprd=0.027]
Ep 052/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:55,  1.43it/s, loss=0.749, pair=0.000, adv=3.807, sprd=0.022]
Ep 052/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:50,  1.50it/s, loss=0.749, pair=0.000, adv=3.807, sprd=0.022]
Ep 052/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.50it/s, loss=0.762, pair=0.000, adv=4.023, sprd=0.024]
Ep 052/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.44it/s, loss=0.762, pair=0.000, adv=4.023, sprd=0.024]
Ep 052/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.44it/s, loss=0.744, pair=0.000, adv=4.031, sprd=0.021]
Ep 052/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.50it/s, loss=0.744, pair=0.000, adv=4.031, sprd=0.021]
Ep 052/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.780, pair=0.000, adv=3.952, sprd=0.029]
Ep 052/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.780, pair=0.000, adv=3.952, sprd=0.029]
Ep 052/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.759, pair=0.000, adv=4.142, sprd=0.025]
Ep 052/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.49it/s, loss=0.759, pair=0.000, adv=4.142, sprd=0.025]
Ep 052/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.49it/s, loss=0.743, pair=0.000, adv=3.975, sprd=0.022]
Ep 052/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.43it/s, loss=0.743, pair=0.000, adv=3.975, sprd=0.022]
Ep 052/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.43it/s, loss=0.759, pair=0.000, adv=4.135, sprd=0.026]
Ep 052/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.50it/s, loss=0.759, pair=0.000, adv=4.135, sprd=0.026]
Ep 052/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.764, pair=0.000, adv=4.461, sprd=0.026]
Ep 052/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:51,  1.42it/s, loss=0.764, pair=0.000, adv=4.461, sprd=0.026]
Ep 052/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:51,  1.42it/s, loss=0.745, pair=0.000, adv=4.198, sprd=0.023]
Ep 052/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.49it/s, loss=0.745, pair=0.000, adv=4.198, sprd=0.023]
Ep 052/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.49it/s, loss=0.759, pair=0.000, adv=4.157, sprd=0.025]
Ep 052/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:49,  1.42it/s, loss=0.759, pair=0.000, adv=4.157, sprd=0.025]
Ep 052/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:49,  1.42it/s, loss=0.765, pair=0.002, adv=3.976, sprd=0.026]
Ep 052/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:42,  1.51it/s, loss=0.765, pair=0.002, adv=3.976, sprd=0.026]
Ep 052/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:42,  1.51it/s, loss=0.761, pair=0.003, adv=4.056, sprd=0.025]
Ep 052/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.761, pair=0.003, adv=4.056, sprd=0.025]
Ep 052/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.766, pair=0.001, adv=4.199, sprd=0.028]
Ep 052/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:41,  1.50it/s, loss=0.766, pair=0.001, adv=4.199, sprd=0.028]
Ep 052/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:41,  1.50it/s, loss=0.727, pair=0.000, adv=3.862, sprd=0.017]
Ep 052/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.45it/s, loss=0.727, pair=0.000, adv=3.862, sprd=0.017]
Ep 052/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:44,  1.45it/s, loss=0.755, pair=0.000, adv=3.951, sprd=0.026]
Ep 052/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.49it/s, loss=0.755, pair=0.000, adv=3.951, sprd=0.026]
Ep 052/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:41,  1.49it/s, loss=0.754, pair=0.002, adv=3.608, sprd=0.023]
Ep 052/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:50,  1.36it/s, loss=0.754, pair=0.002, adv=3.608, sprd=0.023]
Ep 052/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:50,  1.36it/s, loss=0.780, pair=0.004, adv=4.278, sprd=0.030]
Ep 052/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:43,  1.44it/s, loss=0.780, pair=0.004, adv=4.278, sprd=0.030]
Ep 052/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:43,  1.44it/s, loss=0.759, pair=0.000, adv=4.231, sprd=0.025]
Ep 052/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:48,  1.36it/s, loss=0.759, pair=0.000, adv=4.231, sprd=0.025]
Ep 052/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:48,  1.36it/s, loss=0.749, pair=0.000, adv=3.956, sprd=0.023]
Ep 052/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:41,  1.45it/s, loss=0.749, pair=0.000, adv=3.956, sprd=0.023]
Ep 052/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:41,  1.45it/s, loss=0.782, pair=0.002, adv=3.942, sprd=0.030]
Ep 052/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:44,  1.40it/s, loss=0.782, pair=0.002, adv=3.942, sprd=0.030]
Ep 052/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:44,  1.40it/s, loss=0.751, pair=0.005, adv=4.024, sprd=0.022]
Ep 052/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:38,  1.46it/s, loss=0.751, pair=0.005, adv=4.024, sprd=0.022]
Ep 052/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:38,  1.46it/s, loss=0.763, pair=0.003, adv=4.176, sprd=0.026]
Ep 052/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.42it/s, loss=0.763, pair=0.003, adv=4.176, sprd=0.026]
Ep 052/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.42it/s, loss=0.763, pair=0.002, adv=4.214, sprd=0.026]
Ep 052/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:36,  1.48it/s, loss=0.763, pair=0.002, adv=4.214, sprd=0.026]
Ep 052/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.48it/s, loss=0.768, pair=0.000, adv=3.890, sprd=0.027]
Ep 052/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.42it/s, loss=0.768, pair=0.000, adv=3.890, sprd=0.027]
Ep 052/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:39,  1.42it/s, loss=0.750, pair=0.000, adv=4.241, sprd=0.022]
Ep 052/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.49it/s, loss=0.750, pair=0.000, adv=4.241, sprd=0.022]
Ep 052/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.49it/s, loss=0.764, pair=0.000, adv=4.023, sprd=0.026]
Ep 052/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:38,  1.42it/s, loss=0.764, pair=0.000, adv=4.023, sprd=0.026]
Ep 052/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:38,  1.42it/s, loss=0.731, pair=0.000, adv=3.748, sprd=0.018]
Ep 052/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.731, pair=0.000, adv=3.748, sprd=0.018]
Ep 052/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.52it/s, loss=0.761, pair=0.000, adv=4.112, sprd=0.027]
Ep 052/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.40it/s, loss=0.761, pair=0.000, adv=4.112, sprd=0.027]
Ep 052/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.40it/s, loss=0.758, pair=0.004, adv=4.133, sprd=0.025]
Ep 052/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:32,  1.48it/s, loss=0.758, pair=0.004, adv=4.133, sprd=0.025]
Ep 052/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.48it/s, loss=0.750, pair=0.000, adv=3.908, sprd=0.023]
Ep 052/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.750, pair=0.000, adv=3.908, sprd=0.023]
Ep 052/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.742, pair=0.000, adv=4.415, sprd=0.020]
Ep 052/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.50it/s, loss=0.742, pair=0.000, adv=4.415, sprd=0.020]
Ep 052/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:29,  1.50it/s, loss=0.751, pair=0.000, adv=3.851, sprd=0.021]
Ep 052/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.43it/s, loss=0.751, pair=0.000, adv=3.851, sprd=0.021]
Ep 052/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.43it/s, loss=0.745, pair=0.000, adv=4.662, sprd=0.021]
Ep 052/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.51it/s, loss=0.745, pair=0.000, adv=4.662, sprd=0.021]
Ep 052/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.51it/s, loss=0.755, pair=0.001, adv=4.214, sprd=0.024]
Ep 052/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.755, pair=0.001, adv=4.214, sprd=0.024]
Ep 052/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:31,  1.44it/s, loss=0.729, pair=0.000, adv=4.049, sprd=0.018]
Ep 052/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:27,  1.50it/s, loss=0.729, pair=0.000, adv=4.049, sprd=0.018]
Ep 052/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:27,  1.50it/s, loss=0.747, pair=0.000, adv=3.806, sprd=0.021]
Ep 052/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:30,  1.44it/s, loss=0.747, pair=0.000, adv=3.806, sprd=0.021]
Ep 052/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:30,  1.44it/s, loss=0.740, pair=0.001, adv=3.486, sprd=0.020]
Ep 052/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.50it/s, loss=0.740, pair=0.001, adv=3.486, sprd=0.020]
Ep 052/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:25,  1.50it/s, loss=0.752, pair=0.000, adv=4.265, sprd=0.023]
Ep 052/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:31,  1.39it/s, loss=0.752, pair=0.000, adv=4.265, sprd=0.023]
Ep 052/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:31,  1.39it/s, loss=0.775, pair=0.000, adv=4.005, sprd=0.029]
Ep 052/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:27,  1.46it/s, loss=0.775, pair=0.000, adv=4.005, sprd=0.029]
Ep 052/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:27,  1.46it/s, loss=0.755, pair=0.001, adv=4.079, sprd=0.023]
Ep 052/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:29,  1.41it/s, loss=0.755, pair=0.001, adv=4.079, sprd=0.023]
Ep 052/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:29,  1.41it/s, loss=0.759, pair=0.000, adv=4.221, sprd=0.026]
Ep 052/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.47it/s, loss=0.759, pair=0.000, adv=4.221, sprd=0.026]
Ep 052/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.47it/s, loss=0.738, pair=0.001, adv=3.998, sprd=0.019]
Ep 052/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:25,  1.44it/s, loss=0.738, pair=0.001, adv=3.998, sprd=0.019]
Ep 052/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:25,  1.44it/s, loss=0.745, pair=0.000, adv=4.006, sprd=0.021]
Ep 052/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.745, pair=0.000, adv=4.006, sprd=0.021]
Ep 052/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.49it/s, loss=0.732, pair=0.000, adv=3.763, sprd=0.021]
Ep 052/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.732, pair=0.000, adv=3.763, sprd=0.021]
Ep 052/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.754, pair=0.000, adv=4.269, sprd=0.024]
Ep 052/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.754, pair=0.000, adv=4.269, sprd=0.024]
Ep 052/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.764, pair=0.005, adv=4.229, sprd=0.026]
Ep 052/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.43it/s, loss=0.764, pair=0.005, adv=4.229, sprd=0.026]
Ep 052/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.43it/s, loss=0.761, pair=0.005, adv=4.062, sprd=0.025]
Ep 052/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.761, pair=0.005, adv=4.062, sprd=0.025]
Ep 052/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:20,  1.48it/s, loss=0.744, pair=0.002, adv=4.055, sprd=0.022]
Ep 052/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.42it/s, loss=0.744, pair=0.002, adv=4.055, sprd=0.022]
Ep 052/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.42it/s, loss=0.727, pair=0.001, adv=3.726, sprd=0.017]
Ep 052/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.50it/s, loss=0.727, pair=0.001, adv=3.726, sprd=0.017]
Ep 052/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.50it/s, loss=0.736, pair=0.000, adv=4.571, sprd=0.021]
Ep 052/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:22,  1.41it/s, loss=0.736, pair=0.000, adv=4.571, sprd=0.021]
Ep 052/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:22,  1.41it/s, loss=0.735, pair=0.000, adv=3.789, sprd=0.018]
Ep 052/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.49it/s, loss=0.735, pair=0.000, adv=3.789, sprd=0.018]
Ep 052/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:17,  1.49it/s, loss=0.739, pair=0.000, adv=4.370, sprd=0.020]
Ep 052/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:21,  1.40it/s, loss=0.739, pair=0.000, adv=4.370, sprd=0.020]
Ep 052/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:21,  1.40it/s, loss=0.741, pair=0.000, adv=4.117, sprd=0.021]
Ep 052/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:16,  1.48it/s, loss=0.741, pair=0.000, adv=4.117, sprd=0.021]
Ep 052/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:16,  1.48it/s, loss=0.755, pair=0.000, adv=4.289, sprd=0.025]
Ep 052/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.755, pair=0.000, adv=4.289, sprd=0.025]
Ep 052/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.44it/s, loss=0.732, pair=0.000, adv=4.039, sprd=0.020]
Ep 052/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:12,  1.52it/s, loss=0.732, pair=0.000, adv=4.039, sprd=0.020]
Ep 052/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:12,  1.52it/s, loss=0.787, pair=0.014, adv=4.092, sprd=0.032]
Ep 052/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:20,  1.37it/s, loss=0.787, pair=0.014, adv=4.092, sprd=0.032]
Ep 052/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:20,  1.37it/s, loss=0.754, pair=0.006, adv=4.153, sprd=0.024]
Ep 052/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:15,  1.45it/s, loss=0.754, pair=0.006, adv=4.153, sprd=0.024]
Ep 052/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:15,  1.45it/s, loss=0.733, pair=0.000, adv=4.229, sprd=0.020]
Ep 052/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.38it/s, loss=0.733, pair=0.000, adv=4.229, sprd=0.020]
Ep 052/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.38it/s, loss=0.763, pair=0.006, adv=3.995, sprd=0.026]
Ep 052/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:13,  1.45it/s, loss=0.763, pair=0.006, adv=3.995, sprd=0.026]
Ep 052/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:13,  1.45it/s, loss=0.770, pair=0.003, adv=4.179, sprd=0.025]
Ep 052/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:18,  1.35it/s, loss=0.770, pair=0.003, adv=4.179, sprd=0.025]
Ep 052/60 [S3:+sens]:  68%|█▎| 227/333 [02:37<01:18,  1.35it/s, loss=0.738, pair=0.001, adv=4.326, sprd=0.020]
Ep 052/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:12,  1.45it/s, loss=0.738, pair=0.001, adv=4.326, sprd=0.020]
Ep 052/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:12,  1.45it/s, loss=0.755, pair=0.001, adv=4.146, sprd=0.023]
Ep 052/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:16,  1.36it/s, loss=0.755, pair=0.001, adv=4.146, sprd=0.023]
Ep 052/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:16,  1.36it/s, loss=0.733, pair=0.000, adv=4.279, sprd=0.021]
Ep 052/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:11,  1.45it/s, loss=0.733, pair=0.000, adv=4.279, sprd=0.021]
Ep 052/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:11,  1.45it/s, loss=0.747, pair=0.001, adv=3.923, sprd=0.022]
Ep 052/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.747, pair=0.001, adv=3.923, sprd=0.022]
Ep 052/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:13,  1.39it/s, loss=0.740, pair=0.001, adv=3.850, sprd=0.020]
Ep 052/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:09,  1.46it/s, loss=0.740, pair=0.001, adv=3.850, sprd=0.020]
Ep 052/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:09,  1.46it/s, loss=0.727, pair=0.000, adv=4.172, sprd=0.018]
Ep 052/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:10,  1.42it/s, loss=0.727, pair=0.000, adv=4.172, sprd=0.018]
Ep 052/60 [S3:+sens]:  70%|█▍| 233/333 [02:41<01:10,  1.42it/s, loss=0.733, pair=0.000, adv=4.377, sprd=0.018]
Ep 052/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.52it/s, loss=0.733, pair=0.000, adv=4.377, sprd=0.018]
Ep 052/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.52it/s, loss=0.717, pair=0.000, adv=3.527, sprd=0.017]
Ep 052/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.46it/s, loss=0.717, pair=0.000, adv=3.527, sprd=0.017]
Ep 052/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.46it/s, loss=0.745, pair=0.000, adv=4.168, sprd=0.024]
Ep 052/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.745, pair=0.000, adv=4.168, sprd=0.024]
Ep 052/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:04,  1.51it/s, loss=0.747, pair=0.000, adv=4.362, sprd=0.021]
Ep 052/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:08,  1.41it/s, loss=0.747, pair=0.000, adv=4.362, sprd=0.021]
Ep 052/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:08,  1.41it/s, loss=0.741, pair=0.000, adv=4.188, sprd=0.020]
Ep 052/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.50it/s, loss=0.741, pair=0.000, adv=4.188, sprd=0.020]
Ep 052/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.740, pair=0.000, adv=3.905, sprd=0.021]
Ep 052/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.740, pair=0.000, adv=3.905, sprd=0.021]
Ep 052/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.43it/s, loss=0.742, pair=0.000, adv=3.755, sprd=0.020]
Ep 052/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.50it/s, loss=0.742, pair=0.000, adv=3.755, sprd=0.020]
Ep 052/60 [S3:+sens]:  72%|█▍| 240/333 [02:46<01:02,  1.50it/s, loss=0.772, pair=0.000, adv=3.841, sprd=0.026]
Ep 052/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.772, pair=0.000, adv=3.841, sprd=0.026]
Ep 052/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.754, pair=0.000, adv=4.219, sprd=0.024]
Ep 052/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.49it/s, loss=0.754, pair=0.000, adv=4.219, sprd=0.024]
Ep 052/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.49it/s, loss=0.762, pair=0.000, adv=4.018, sprd=0.025]
Ep 052/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.41it/s, loss=0.762, pair=0.000, adv=4.018, sprd=0.025]
Ep 052/60 [S3:+sens]:  73%|█▍| 243/333 [02:48<01:03,  1.41it/s, loss=0.750, pair=0.000, adv=3.961, sprd=0.023]
Ep 052/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.750, pair=0.000, adv=3.961, sprd=0.023]
Ep 052/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.48it/s, loss=0.745, pair=0.000, adv=4.291, sprd=0.022]
Ep 052/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.42it/s, loss=0.745, pair=0.000, adv=4.291, sprd=0.022]
Ep 052/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:02,  1.42it/s, loss=0.724, pair=0.000, adv=3.738, sprd=0.017]
Ep 052/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.50it/s, loss=0.724, pair=0.000, adv=3.738, sprd=0.017]
Ep 052/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:57,  1.50it/s, loss=0.726, pair=0.000, adv=3.789, sprd=0.016]
Ep 052/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:01,  1.39it/s, loss=0.726, pair=0.000, adv=3.789, sprd=0.016]
Ep 052/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:01,  1.39it/s, loss=0.739, pair=0.000, adv=4.359, sprd=0.020]
Ep 052/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.49it/s, loss=0.739, pair=0.000, adv=4.359, sprd=0.020]
Ep 052/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.49it/s, loss=0.746, pair=0.000, adv=3.544, sprd=0.022]
Ep 052/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<01:00,  1.39it/s, loss=0.746, pair=0.000, adv=3.544, sprd=0.022]
Ep 052/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:00,  1.39it/s, loss=0.741, pair=0.000, adv=4.097, sprd=0.021]
Ep 052/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.48it/s, loss=0.741, pair=0.000, adv=4.097, sprd=0.021]
Ep 052/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:56,  1.48it/s, loss=0.765, pair=0.000, adv=4.049, sprd=0.028]
Ep 052/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.42it/s, loss=0.765, pair=0.000, adv=4.049, sprd=0.028]
Ep 052/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.42it/s, loss=0.760, pair=0.003, adv=4.070, sprd=0.025]
Ep 052/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.47it/s, loss=0.760, pair=0.003, adv=4.070, sprd=0.025]
Ep 052/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:54,  1.47it/s, loss=0.764, pair=0.003, adv=3.765, sprd=0.027]
Ep 052/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:57,  1.40it/s, loss=0.764, pair=0.003, adv=3.765, sprd=0.027]
Ep 052/60 [S3:+sens]:  76%|█▌| 253/333 [02:55<00:57,  1.40it/s, loss=0.766, pair=0.000, adv=4.150, sprd=0.025]
Ep 052/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:54,  1.46it/s, loss=0.766, pair=0.000, adv=4.150, sprd=0.025]
Ep 052/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:54,  1.46it/s, loss=0.754, pair=0.001, adv=4.122, sprd=0.024]
Ep 052/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.42it/s, loss=0.754, pair=0.001, adv=4.122, sprd=0.024]
Ep 052/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:54,  1.42it/s, loss=0.747, pair=0.000, adv=3.946, sprd=0.021]
Ep 052/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.48it/s, loss=0.747, pair=0.000, adv=3.946, sprd=0.021]
Ep 052/60 [S3:+sens]:  77%|█▌| 256/333 [02:57<00:51,  1.48it/s, loss=0.752, pair=0.000, adv=3.908, sprd=0.023]
Ep 052/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.43it/s, loss=0.752, pair=0.000, adv=3.908, sprd=0.023]
Ep 052/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.43it/s, loss=0.763, pair=0.000, adv=4.016, sprd=0.026]
Ep 052/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.48it/s, loss=0.763, pair=0.000, adv=4.016, sprd=0.026]
Ep 052/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.48it/s, loss=0.754, pair=0.002, adv=4.153, sprd=0.025]
Ep 052/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.42it/s, loss=0.754, pair=0.002, adv=4.153, sprd=0.025]
Ep 052/60 [S3:+sens]:  78%|█▌| 259/333 [02:59<00:52,  1.42it/s, loss=0.760, pair=0.000, adv=3.856, sprd=0.025]
Ep 052/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.47it/s, loss=0.760, pair=0.000, adv=3.856, sprd=0.025]
Ep 052/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.47it/s, loss=0.764, pair=0.001, adv=3.925, sprd=0.026]
Ep 052/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:51,  1.41it/s, loss=0.764, pair=0.001, adv=3.925, sprd=0.026]
Ep 052/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.41it/s, loss=0.735, pair=0.000, adv=3.963, sprd=0.019]
Ep 052/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.49it/s, loss=0.735, pair=0.000, adv=3.963, sprd=0.019]
Ep 052/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:47,  1.49it/s, loss=0.753, pair=0.003, adv=3.818, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:50,  1.38it/s, loss=0.753, pair=0.003, adv=3.818, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:50,  1.38it/s, loss=0.759, pair=0.004, adv=4.285, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:47,  1.46it/s, loss=0.759, pair=0.004, adv=4.285, sprd=0.024]
Ep 052/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:47,  1.46it/s, loss=0.745, pair=0.002, adv=4.528, sprd=0.023]
Ep 052/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.42it/s, loss=0.745, pair=0.002, adv=4.528, sprd=0.023]
Ep 052/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.42it/s, loss=0.752, pair=0.005, adv=3.848, sprd=0.022]
Ep 052/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.49it/s, loss=0.752, pair=0.005, adv=3.848, sprd=0.022]
Ep 052/60 [S3:+sens]:  80%|█▌| 266/333 [03:04<00:44,  1.49it/s, loss=0.745, pair=0.004, adv=4.177, sprd=0.020]
Ep 052/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.43it/s, loss=0.745, pair=0.004, adv=4.177, sprd=0.020]
Ep 052/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.43it/s, loss=0.761, pair=0.011, adv=4.141, sprd=0.024]
Ep 052/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.49it/s, loss=0.761, pair=0.011, adv=4.141, sprd=0.024]
Ep 052/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.49it/s, loss=0.744, pair=0.003, adv=3.886, sprd=0.022]
Ep 052/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:45,  1.42it/s, loss=0.744, pair=0.003, adv=3.886, sprd=0.022]
Ep 052/60 [S3:+sens]:  81%|█▌| 269/333 [03:06<00:45,  1.42it/s, loss=0.741, pair=0.002, adv=3.753, sprd=0.019]
Ep 052/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.741, pair=0.002, adv=3.753, sprd=0.019]
Ep 052/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.749, pair=0.003, adv=4.173, sprd=0.022]
Ep 052/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.749, pair=0.003, adv=4.173, sprd=0.022]
Ep 052/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:42,  1.45it/s, loss=0.746, pair=0.006, adv=3.968, sprd=0.020]
Ep 052/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.52it/s, loss=0.746, pair=0.006, adv=3.968, sprd=0.020]
Ep 052/60 [S3:+sens]:  82%|█▋| 272/333 [03:08<00:40,  1.52it/s, loss=0.742, pair=0.007, adv=3.908, sprd=0.020]
Ep 052/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:40,  1.47it/s, loss=0.742, pair=0.007, adv=3.908, sprd=0.020]
Ep 052/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:40,  1.47it/s, loss=0.748, pair=0.006, adv=4.141, sprd=0.022]
Ep 052/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:38,  1.53it/s, loss=0.748, pair=0.006, adv=4.141, sprd=0.022]
Ep 052/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:38,  1.53it/s, loss=0.759, pair=0.001, adv=4.016, sprd=0.025]
Ep 052/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:39,  1.46it/s, loss=0.759, pair=0.001, adv=4.016, sprd=0.025]
Ep 052/60 [S3:+sens]:  83%|█▋| 275/333 [03:10<00:39,  1.46it/s, loss=0.753, pair=0.002, adv=3.820, sprd=0.023]
Ep 052/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:37,  1.51it/s, loss=0.753, pair=0.002, adv=3.820, sprd=0.023]
Ep 052/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:37,  1.51it/s, loss=0.749, pair=0.002, adv=4.223, sprd=0.022]
Ep 052/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:37,  1.48it/s, loss=0.749, pair=0.002, adv=4.223, sprd=0.022]
Ep 052/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:37,  1.48it/s, loss=0.732, pair=0.001, adv=3.658, sprd=0.019]
Ep 052/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:35,  1.55it/s, loss=0.732, pair=0.001, adv=3.658, sprd=0.019]
Ep 052/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:35,  1.55it/s, loss=0.751, pair=0.000, adv=4.022, sprd=0.025]
Ep 052/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:36,  1.46it/s, loss=0.751, pair=0.000, adv=4.022, sprd=0.025]
Ep 052/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:36,  1.46it/s, loss=0.755, pair=0.000, adv=4.049, sprd=0.024]
Ep 052/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:34,  1.52it/s, loss=0.755, pair=0.000, adv=4.049, sprd=0.024]
Ep 052/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:34,  1.52it/s, loss=0.772, pair=0.002, adv=4.023, sprd=0.028]
Ep 052/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.44it/s, loss=0.772, pair=0.002, adv=4.023, sprd=0.028]
Ep 052/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.44it/s, loss=0.763, pair=0.003, adv=4.022, sprd=0.024]
Ep 052/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.49it/s, loss=0.763, pair=0.003, adv=4.022, sprd=0.024]
Ep 052/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.49it/s, loss=0.731, pair=0.002, adv=3.773, sprd=0.016]
Ep 052/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.44it/s, loss=0.731, pair=0.002, adv=3.773, sprd=0.016]
Ep 052/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.44it/s, loss=0.738, pair=0.002, adv=3.697, sprd=0.018]
Ep 052/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.52it/s, loss=0.738, pair=0.002, adv=3.697, sprd=0.018]
Ep 052/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:32,  1.52it/s, loss=0.743, pair=0.001, adv=3.785, sprd=0.020]
Ep 052/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.45it/s, loss=0.743, pair=0.001, adv=3.785, sprd=0.020]
Ep 052/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.45it/s, loss=0.755, pair=0.002, adv=3.943, sprd=0.022]
Ep 052/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.51it/s, loss=0.755, pair=0.002, adv=3.943, sprd=0.022]
Ep 052/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.756, pair=0.002, adv=4.010, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.40it/s, loss=0.756, pair=0.002, adv=4.010, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.40it/s, loss=0.762, pair=0.001, adv=3.914, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.47it/s, loss=0.762, pair=0.001, adv=3.914, sprd=0.025]
Ep 052/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.47it/s, loss=0.738, pair=0.001, adv=3.602, sprd=0.018]
Ep 052/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.738, pair=0.001, adv=3.602, sprd=0.018]
Ep 052/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.43it/s, loss=0.769, pair=0.005, adv=3.637, sprd=0.027]
Ep 052/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.48it/s, loss=0.769, pair=0.005, adv=3.637, sprd=0.027]
Ep 052/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:29,  1.48it/s, loss=0.819, pair=0.001, adv=4.058, sprd=0.022]
Ep 052/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.819, pair=0.001, adv=4.058, sprd=0.022]
Ep 052/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.757, pair=0.004, adv=3.651, sprd=0.025]
Ep 052/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.50it/s, loss=0.757, pair=0.004, adv=3.651, sprd=0.025]
Ep 052/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.50it/s, loss=0.754, pair=0.002, adv=3.807, sprd=0.025]
Ep 052/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.43it/s, loss=0.754, pair=0.002, adv=3.807, sprd=0.025]
Ep 052/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:28,  1.43it/s, loss=0.755, pair=0.002, adv=3.825, sprd=0.023]
Ep 052/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.755, pair=0.002, adv=3.825, sprd=0.023]
Ep 052/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.49it/s, loss=0.761, pair=0.000, adv=3.857, sprd=0.026]
Ep 052/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.761, pair=0.000, adv=3.857, sprd=0.026]
Ep 052/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.736, pair=0.001, adv=3.824, sprd=0.020]
Ep 052/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.51it/s, loss=0.736, pair=0.001, adv=3.824, sprd=0.020]
Ep 052/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:24,  1.51it/s, loss=0.740, pair=0.001, adv=3.775, sprd=0.021]
Ep 052/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.44it/s, loss=0.740, pair=0.001, adv=3.775, sprd=0.021]
Ep 052/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.44it/s, loss=0.726, pair=0.001, adv=3.718, sprd=0.017]
Ep 052/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.51it/s, loss=0.726, pair=0.001, adv=3.718, sprd=0.017]
Ep 052/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.51it/s, loss=0.746, pair=0.001, adv=4.110, sprd=0.021]
Ep 052/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.44it/s, loss=0.746, pair=0.001, adv=4.110, sprd=0.021]
Ep 052/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.44it/s, loss=0.752, pair=0.000, adv=3.956, sprd=0.024]
Ep 052/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.50it/s, loss=0.752, pair=0.000, adv=3.956, sprd=0.024]
Ep 052/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:21,  1.50it/s, loss=0.751, pair=0.001, adv=3.830, sprd=0.022]
Ep 052/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:23,  1.39it/s, loss=0.751, pair=0.001, adv=3.830, sprd=0.022]
Ep 052/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:23,  1.39it/s, loss=0.770, pair=0.001, adv=3.915, sprd=0.029]
Ep 052/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:21,  1.46it/s, loss=0.770, pair=0.001, adv=3.915, sprd=0.029]
Ep 052/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.46it/s, loss=0.775, pair=0.001, adv=3.933, sprd=0.028]
Ep 052/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:21,  1.40it/s, loss=0.775, pair=0.001, adv=3.933, sprd=0.028]
Ep 052/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:21,  1.40it/s, loss=0.778, pair=0.000, adv=3.810, sprd=0.030]
Ep 052/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.45it/s, loss=0.778, pair=0.000, adv=3.810, sprd=0.030]
Ep 052/60 [S3:+sens]:  91%|█▊| 304/333 [03:30<00:19,  1.45it/s, loss=0.771, pair=0.000, adv=3.876, sprd=0.028]
Ep 052/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.40it/s, loss=0.771, pair=0.000, adv=3.876, sprd=0.028]
Ep 052/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.40it/s, loss=0.760, pair=0.000, adv=4.191, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.47it/s, loss=0.760, pair=0.000, adv=4.191, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:18,  1.47it/s, loss=0.737, pair=0.001, adv=3.647, sprd=0.019]
Ep 052/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.41it/s, loss=0.737, pair=0.001, adv=3.647, sprd=0.019]
Ep 052/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.41it/s, loss=0.757, pair=0.001, adv=3.657, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.48it/s, loss=0.757, pair=0.001, adv=3.657, sprd=0.025]
Ep 052/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.48it/s, loss=0.803, pair=0.001, adv=3.763, sprd=0.020]
Ep 052/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.44it/s, loss=0.803, pair=0.001, adv=3.763, sprd=0.020]
Ep 052/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.769, pair=0.000, adv=3.998, sprd=0.027]
Ep 052/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.769, pair=0.000, adv=3.998, sprd=0.027]
Ep 052/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.750, pair=0.002, adv=3.950, sprd=0.023]
Ep 052/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.44it/s, loss=0.750, pair=0.002, adv=3.950, sprd=0.023]
Ep 052/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.44it/s, loss=0.756, pair=0.000, adv=3.834, sprd=0.025]
Ep 052/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.50it/s, loss=0.756, pair=0.000, adv=3.834, sprd=0.025]
Ep 052/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.50it/s, loss=0.746, pair=0.000, adv=3.807, sprd=0.022]
Ep 052/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.43it/s, loss=0.746, pair=0.000, adv=3.807, sprd=0.022]
Ep 052/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:13,  1.43it/s, loss=0.781, pair=0.000, adv=4.107, sprd=0.029]
Ep 052/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.781, pair=0.000, adv=4.107, sprd=0.029]
Ep 052/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.769, pair=0.000, adv=4.005, sprd=0.027]
Ep 052/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.44it/s, loss=0.769, pair=0.000, adv=4.005, sprd=0.027]
Ep 052/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.44it/s, loss=0.733, pair=0.001, adv=3.481, sprd=0.018]
Ep 052/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.51it/s, loss=0.733, pair=0.001, adv=3.481, sprd=0.018]
Ep 052/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.51it/s, loss=0.760, pair=0.001, adv=3.835, sprd=0.026]
Ep 052/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.760, pair=0.001, adv=3.835, sprd=0.026]
Ep 052/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.736, pair=0.001, adv=3.701, sprd=0.018]
Ep 052/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.53it/s, loss=0.736, pair=0.001, adv=3.701, sprd=0.018]
Ep 052/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.53it/s, loss=0.761, pair=0.000, adv=3.916, sprd=0.025]
Ep 052/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.761, pair=0.000, adv=3.916, sprd=0.025]
Ep 052/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.45it/s, loss=0.749, pair=0.000, adv=3.511, sprd=0.023]
Ep 052/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.749, pair=0.000, adv=3.511, sprd=0.023]
Ep 052/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.52it/s, loss=0.739, pair=0.000, adv=3.586, sprd=0.021]
Ep 052/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.46it/s, loss=0.739, pair=0.000, adv=3.586, sprd=0.021]
Ep 052/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.46it/s, loss=0.744, pair=0.001, adv=3.719, sprd=0.022]
Ep 052/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.53it/s, loss=0.744, pair=0.001, adv=3.719, sprd=0.022]
Ep 052/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.53it/s, loss=0.763, pair=0.001, adv=3.759, sprd=0.025]
Ep 052/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.763, pair=0.001, adv=3.759, sprd=0.025]
Ep 052/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.40it/s, loss=0.762, pair=0.001, adv=3.634, sprd=0.026]
Ep 052/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.762, pair=0.001, adv=3.634, sprd=0.026]
Ep 052/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.771, pair=0.000, adv=4.025, sprd=0.029]
Ep 052/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.39it/s, loss=0.771, pair=0.000, adv=4.025, sprd=0.029]
Ep 052/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.39it/s, loss=0.755, pair=0.000, adv=3.744, sprd=0.024]
Ep 052/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.49it/s, loss=0.755, pair=0.000, adv=3.744, sprd=0.024]
Ep 052/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.49it/s, loss=0.754, pair=0.000, adv=4.156, sprd=0.024]
Ep 052/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.754, pair=0.000, adv=4.156, sprd=0.024]
Ep 052/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.43it/s, loss=0.767, pair=0.000, adv=3.903, sprd=0.026]
Ep 052/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.49it/s, loss=0.767, pair=0.000, adv=3.903, sprd=0.026]
Ep 052/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.49it/s, loss=0.747, pair=0.000, adv=3.646, sprd=0.024]
Ep 052/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.747, pair=0.000, adv=3.646, sprd=0.024]
Ep 052/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.45it/s, loss=0.772, pair=0.001, adv=3.732, sprd=0.027]
Ep 052/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.49it/s, loss=0.772, pair=0.001, adv=3.732, sprd=0.027]
Ep 052/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.49it/s, loss=0.759, pair=0.000, adv=4.011, sprd=0.023]
Ep 052/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.759, pair=0.000, adv=4.011, sprd=0.023]
Ep 052/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.43it/s, loss=0.741, pair=0.000, adv=3.839, sprd=0.021]
Ep 052/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.741, pair=0.000, adv=3.839, sprd=0.021]
Ep 052/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.50it/s, loss=0.742, pair=0.000, adv=3.927, sprd=0.022]
Ep 052/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.44it/s, loss=0.742, pair=0.000, adv=3.927, sprd=0.022]
                                                                                                              
Epoch 052/60 [S3:+sens]  loss=0.7526  mat=0.3366  sens=1.0111  pair=0.0009  adv=3.9937(rand=3.37)  deg=0.0027  orth=0.0004  spread=0.0230  q_mean=50.9  q_std=16.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=1.02e-05  229s

Ep 053/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 053/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.733, pair=0.000, adv=3.757, sprd=0.020]
Ep 053/60 [S3:+sens]:   0%|    | 1/333 [00:01<05:56,  1.07s/it, loss=0.733, pair=0.000, adv=3.757, sprd=0.020]
Ep 053/60 [S3:+sens]:   0%|    | 1/333 [00:01<05:56,  1.07s/it, loss=0.729, pair=0.000, adv=3.717, sprd=0.017]
Ep 053/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:15,  1.30it/s, loss=0.729, pair=0.000, adv=3.717, sprd=0.017]
Ep 053/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:15,  1.30it/s, loss=0.740, pair=0.000, adv=3.836, sprd=0.019]
Ep 053/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:09,  1.33it/s, loss=0.740, pair=0.000, adv=3.836, sprd=0.019]
Ep 053/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:09,  1.33it/s, loss=0.749, pair=0.001, adv=3.897, sprd=0.024]
Ep 053/60 [S3:+sens]:   1%|    | 4/333 [00:02<03:44,  1.47it/s, loss=0.749, pair=0.001, adv=3.897, sprd=0.024]
Ep 053/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:44,  1.47it/s, loss=0.758, pair=0.000, adv=3.780, sprd=0.027]
Ep 053/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:54,  1.40it/s, loss=0.758, pair=0.000, adv=3.780, sprd=0.027]
Ep 053/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:54,  1.40it/s, loss=0.735, pair=0.000, adv=3.711, sprd=0.021]
Ep 053/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:40,  1.49it/s, loss=0.735, pair=0.000, adv=3.711, sprd=0.021]
Ep 053/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:40,  1.49it/s, loss=0.737, pair=0.001, adv=3.880, sprd=0.020]
Ep 053/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:52,  1.40it/s, loss=0.737, pair=0.001, adv=3.880, sprd=0.020]
Ep 053/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:52,  1.40it/s, loss=0.756, pair=0.000, adv=3.847, sprd=0.025]
Ep 053/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:41,  1.46it/s, loss=0.756, pair=0.000, adv=3.847, sprd=0.025]
Ep 053/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:41,  1.46it/s, loss=0.753, pair=0.001, adv=3.807, sprd=0.025]
Ep 053/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.753, pair=0.001, adv=3.807, sprd=0.025]
Ep 053/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.759, pair=0.000, adv=3.914, sprd=0.024]
Ep 053/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:39,  1.47it/s, loss=0.759, pair=0.000, adv=3.914, sprd=0.024]
Ep 053/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:39,  1.47it/s, loss=0.844, pair=0.000, adv=4.062, sprd=0.029]
Ep 053/60 [S3:+sens]:   3%|   | 11/333 [00:07<03:45,  1.42it/s, loss=0.844, pair=0.000, adv=4.062, sprd=0.029]
Ep 053/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:45,  1.42it/s, loss=0.753, pair=0.000, adv=3.726, sprd=0.025]
Ep 053/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:36,  1.48it/s, loss=0.753, pair=0.000, adv=3.726, sprd=0.025]
Ep 053/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:36,  1.48it/s, loss=0.748, pair=0.000, adv=3.911, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:52,  1.38it/s, loss=0.748, pair=0.000, adv=3.911, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:52,  1.38it/s, loss=0.737, pair=0.000, adv=3.214, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:39,  1.45it/s, loss=0.737, pair=0.000, adv=3.214, sprd=0.024]
Ep 053/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:39,  1.45it/s, loss=0.721, pair=0.001, adv=3.755, sprd=0.016]
Ep 053/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:44,  1.41it/s, loss=0.721, pair=0.001, adv=3.755, sprd=0.016]
Ep 053/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:44,  1.41it/s, loss=0.772, pair=0.000, adv=4.302, sprd=0.028]
Ep 053/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:35,  1.47it/s, loss=0.772, pair=0.000, adv=4.302, sprd=0.028]
Ep 053/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:35,  1.47it/s, loss=0.754, pair=0.000, adv=3.933, sprd=0.024]
Ep 053/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:42,  1.42it/s, loss=0.754, pair=0.000, adv=3.933, sprd=0.024]
Ep 053/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:42,  1.42it/s, loss=0.733, pair=0.000, adv=3.789, sprd=0.020]
Ep 053/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:31,  1.49it/s, loss=0.733, pair=0.000, adv=3.789, sprd=0.020]
Ep 053/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:31,  1.49it/s, loss=0.752, pair=0.000, adv=3.708, sprd=0.024]
Ep 053/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:42,  1.41it/s, loss=0.752, pair=0.000, adv=3.708, sprd=0.024]
Ep 053/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:42,  1.41it/s, loss=0.767, pair=0.000, adv=4.125, sprd=0.026]
Ep 053/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:30,  1.49it/s, loss=0.767, pair=0.000, adv=4.125, sprd=0.026]
Ep 053/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:30,  1.49it/s, loss=0.759, pair=0.001, adv=3.979, sprd=0.024]
Ep 053/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:39,  1.42it/s, loss=0.759, pair=0.001, adv=3.979, sprd=0.024]
Ep 053/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:39,  1.42it/s, loss=0.739, pair=0.001, adv=4.048, sprd=0.020]
Ep 053/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:26,  1.51it/s, loss=0.739, pair=0.001, adv=4.048, sprd=0.020]
Ep 053/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:26,  1.51it/s, loss=0.744, pair=0.000, adv=3.867, sprd=0.022]
Ep 053/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.744, pair=0.000, adv=3.867, sprd=0.022]
Ep 053/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:38,  1.42it/s, loss=0.755, pair=0.000, adv=4.103, sprd=0.023]
Ep 053/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:27,  1.49it/s, loss=0.755, pair=0.000, adv=4.103, sprd=0.023]
Ep 053/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:27,  1.49it/s, loss=0.740, pair=0.000, adv=3.831, sprd=0.021]
Ep 053/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:33,  1.44it/s, loss=0.740, pair=0.000, adv=3.831, sprd=0.021]
Ep 053/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:33,  1.44it/s, loss=0.742, pair=0.000, adv=4.285, sprd=0.020]
Ep 053/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:22,  1.52it/s, loss=0.742, pair=0.000, adv=4.285, sprd=0.020]
Ep 053/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:22,  1.52it/s, loss=0.717, pair=0.000, adv=3.336, sprd=0.014]
Ep 053/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:27,  1.47it/s, loss=0.717, pair=0.000, adv=3.336, sprd=0.014]
Ep 053/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:27,  1.47it/s, loss=0.766, pair=0.000, adv=4.012, sprd=0.026]
Ep 053/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:20,  1.52it/s, loss=0.766, pair=0.000, adv=4.012, sprd=0.026]
Ep 053/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:20,  1.52it/s, loss=0.755, pair=0.001, adv=4.029, sprd=0.023]
Ep 053/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:28,  1.46it/s, loss=0.755, pair=0.001, adv=4.029, sprd=0.023]
Ep 053/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:28,  1.46it/s, loss=0.750, pair=0.001, adv=4.068, sprd=0.023]
Ep 053/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:20,  1.51it/s, loss=0.750, pair=0.001, adv=4.068, sprd=0.023]
Ep 053/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:20,  1.51it/s, loss=0.739, pair=0.000, adv=4.051, sprd=0.020]
Ep 053/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:26,  1.47it/s, loss=0.739, pair=0.000, adv=4.051, sprd=0.020]
Ep 053/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:26,  1.47it/s, loss=0.754, pair=0.000, adv=4.336, sprd=0.023]
Ep 053/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:18,  1.52it/s, loss=0.754, pair=0.000, adv=4.336, sprd=0.023]
Ep 053/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:18,  1.52it/s, loss=0.749, pair=0.000, adv=4.217, sprd=0.024]
Ep 053/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:26,  1.45it/s, loss=0.749, pair=0.000, adv=4.217, sprd=0.024]
Ep 053/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:26,  1.45it/s, loss=0.771, pair=0.000, adv=4.501, sprd=0.029]
Ep 053/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.51it/s, loss=0.771, pair=0.000, adv=4.501, sprd=0.029]
Ep 053/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.51it/s, loss=0.732, pair=0.001, adv=4.129, sprd=0.019]
Ep 053/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:27,  1.43it/s, loss=0.732, pair=0.001, adv=4.129, sprd=0.019]
Ep 053/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:27,  1.43it/s, loss=0.747, pair=0.001, adv=4.069, sprd=0.021]
Ep 053/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:18,  1.49it/s, loss=0.747, pair=0.001, adv=4.069, sprd=0.021]
Ep 053/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.49it/s, loss=0.743, pair=0.000, adv=4.082, sprd=0.022]
Ep 053/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:27,  1.43it/s, loss=0.743, pair=0.000, adv=4.082, sprd=0.022]
Ep 053/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:27,  1.43it/s, loss=0.717, pair=0.000, adv=3.230, sprd=0.016]
Ep 053/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:14,  1.51it/s, loss=0.717, pair=0.000, adv=3.230, sprd=0.016]
Ep 053/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:14,  1.51it/s, loss=0.764, pair=0.000, adv=4.637, sprd=0.026]
Ep 053/60 [S3:+sens]:  12%|▎  | 39/333 [00:26<03:24,  1.44it/s, loss=0.764, pair=0.000, adv=4.637, sprd=0.026]
Ep 053/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:24,  1.44it/s, loss=0.730, pair=0.000, adv=3.846, sprd=0.018]
Ep 053/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:12,  1.53it/s, loss=0.730, pair=0.000, adv=3.846, sprd=0.018]
Ep 053/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:12,  1.53it/s, loss=0.768, pair=0.000, adv=4.495, sprd=0.026]
Ep 053/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:23,  1.43it/s, loss=0.768, pair=0.000, adv=4.495, sprd=0.026]
Ep 053/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:23,  1.43it/s, loss=0.739, pair=0.001, adv=4.673, sprd=0.020]
Ep 053/60 [S3:+sens]:  13%|▍  | 42/333 [00:28<03:11,  1.52it/s, loss=0.739, pair=0.001, adv=4.673, sprd=0.020]
Ep 053/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:11,  1.52it/s, loss=0.778, pair=0.001, adv=4.661, sprd=0.028]
Ep 053/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:22,  1.43it/s, loss=0.778, pair=0.001, adv=4.661, sprd=0.028]
Ep 053/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:22,  1.43it/s, loss=0.744, pair=0.000, adv=4.525, sprd=0.022]
Ep 053/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:13,  1.49it/s, loss=0.744, pair=0.000, adv=4.525, sprd=0.022]
Ep 053/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:13,  1.49it/s, loss=0.744, pair=0.001, adv=4.567, sprd=0.018]
Ep 053/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.744, pair=0.001, adv=4.567, sprd=0.018]
Ep 053/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.744, pair=0.000, adv=4.644, sprd=0.021]
Ep 053/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:10,  1.51it/s, loss=0.744, pair=0.000, adv=4.644, sprd=0.021]
Ep 053/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:10,  1.51it/s, loss=0.776, pair=0.000, adv=4.647, sprd=0.030]
Ep 053/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:19,  1.44it/s, loss=0.776, pair=0.000, adv=4.647, sprd=0.030]
Ep 053/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:19,  1.44it/s, loss=0.748, pair=0.001, adv=4.141, sprd=0.021]
Ep 053/60 [S3:+sens]:  14%|▍  | 48/333 [00:32<03:09,  1.51it/s, loss=0.748, pair=0.001, adv=4.141, sprd=0.021]
Ep 053/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.51it/s, loss=0.745, pair=0.000, adv=4.580, sprd=0.020]
Ep 053/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:15,  1.45it/s, loss=0.745, pair=0.000, adv=4.580, sprd=0.020]
Ep 053/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:15,  1.45it/s, loss=0.731, pair=0.001, adv=4.239, sprd=0.017]
Ep 053/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:05,  1.53it/s, loss=0.731, pair=0.001, adv=4.239, sprd=0.017]
Ep 053/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:05,  1.53it/s, loss=0.832, pair=0.000, adv=4.400, sprd=0.025]
Ep 053/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.45it/s, loss=0.832, pair=0.000, adv=4.400, sprd=0.025]
Ep 053/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:15,  1.45it/s, loss=0.757, pair=0.000, adv=4.908, sprd=0.024]
Ep 053/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:05,  1.51it/s, loss=0.757, pair=0.000, adv=4.908, sprd=0.024]
Ep 053/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:05,  1.51it/s, loss=0.840, pair=0.000, adv=4.314, sprd=0.028]
Ep 053/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:13,  1.44it/s, loss=0.840, pair=0.000, adv=4.314, sprd=0.028]
Ep 053/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:13,  1.44it/s, loss=0.738, pair=0.000, adv=4.554, sprd=0.020]
Ep 053/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:03,  1.52it/s, loss=0.738, pair=0.000, adv=4.554, sprd=0.020]
Ep 053/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:03,  1.52it/s, loss=1.467, pair=2.031, adv=4.794, sprd=0.025]
Ep 053/60 [S3:+sens]:  17%|▍  | 55/333 [00:37<03:15,  1.42it/s, loss=1.467, pair=2.031, adv=4.794, sprd=0.025]
Ep 053/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:15,  1.42it/s, loss=0.753, pair=0.001, adv=4.557, sprd=0.025]
Ep 053/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:06,  1.48it/s, loss=0.753, pair=0.001, adv=4.557, sprd=0.025]
Ep 053/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:06,  1.48it/s, loss=0.769, pair=0.000, adv=4.716, sprd=0.029]
Ep 053/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:14,  1.42it/s, loss=0.769, pair=0.000, adv=4.716, sprd=0.029]
Ep 053/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:14,  1.42it/s, loss=0.776, pair=0.000, adv=4.646, sprd=0.030]
Ep 053/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:08,  1.46it/s, loss=0.776, pair=0.000, adv=4.646, sprd=0.030]
Ep 053/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:08,  1.46it/s, loss=0.729, pair=0.000, adv=4.700, sprd=0.016]
Ep 053/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:18,  1.38it/s, loss=0.729, pair=0.000, adv=4.700, sprd=0.016]
Ep 053/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:18,  1.38it/s, loss=0.746, pair=0.000, adv=4.774, sprd=0.022]
Ep 053/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.47it/s, loss=0.746, pair=0.000, adv=4.774, sprd=0.022]
Ep 053/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.47it/s, loss=0.731, pair=0.000, adv=4.666, sprd=0.017]
Ep 053/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:11,  1.42it/s, loss=0.731, pair=0.000, adv=4.666, sprd=0.017]
Ep 053/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:11,  1.42it/s, loss=0.719, pair=0.001, adv=4.494, sprd=0.017]
Ep 053/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:01,  1.49it/s, loss=0.719, pair=0.001, adv=4.494, sprd=0.017]
Ep 053/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:01,  1.49it/s, loss=0.742, pair=0.001, adv=4.652, sprd=0.019]
Ep 053/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:16,  1.38it/s, loss=0.742, pair=0.001, adv=4.652, sprd=0.019]
Ep 053/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:16,  1.38it/s, loss=0.749, pair=0.002, adv=4.617, sprd=0.022]
Ep 053/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:04,  1.46it/s, loss=0.749, pair=0.002, adv=4.617, sprd=0.022]
Ep 053/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:04,  1.46it/s, loss=0.724, pair=0.000, adv=4.539, sprd=0.017]
Ep 053/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:04,  1.45it/s, loss=0.724, pair=0.000, adv=4.539, sprd=0.017]
Ep 053/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.45it/s, loss=0.763, pair=0.000, adv=4.726, sprd=0.025]
Ep 053/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:57,  1.50it/s, loss=0.763, pair=0.000, adv=4.726, sprd=0.025]
Ep 053/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:57,  1.50it/s, loss=0.752, pair=0.000, adv=4.548, sprd=0.022]
Ep 053/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:10,  1.39it/s, loss=0.752, pair=0.000, adv=4.548, sprd=0.022]
Ep 053/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:10,  1.39it/s, loss=0.746, pair=0.000, adv=4.835, sprd=0.021]
Ep 053/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:58,  1.48it/s, loss=0.746, pair=0.000, adv=4.835, sprd=0.021]
Ep 053/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:58,  1.48it/s, loss=0.752, pair=0.000, adv=5.057, sprd=0.023]
Ep 053/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:06,  1.42it/s, loss=0.752, pair=0.000, adv=5.057, sprd=0.023]
Ep 053/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:06,  1.42it/s, loss=0.740, pair=0.000, adv=4.797, sprd=0.021]
Ep 053/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.740, pair=0.000, adv=4.797, sprd=0.021]
Ep 053/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.754, pair=0.001, adv=4.490, sprd=0.024]
Ep 053/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<03:02,  1.44it/s, loss=0.754, pair=0.001, adv=4.490, sprd=0.024]
Ep 053/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:02,  1.44it/s, loss=0.747, pair=0.000, adv=4.574, sprd=0.020]
Ep 053/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:50,  1.53it/s, loss=0.747, pair=0.000, adv=4.574, sprd=0.020]
Ep 053/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:50,  1.53it/s, loss=0.735, pair=0.001, adv=4.713, sprd=0.018]
Ep 053/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<02:56,  1.47it/s, loss=0.735, pair=0.001, adv=4.713, sprd=0.018]
Ep 053/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<02:56,  1.47it/s, loss=0.765, pair=0.000, adv=5.175, sprd=0.027]
Ep 053/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:50,  1.52it/s, loss=0.765, pair=0.000, adv=5.175, sprd=0.027]
Ep 053/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:50,  1.52it/s, loss=0.756, pair=0.000, adv=4.733, sprd=0.024]
Ep 053/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:58,  1.45it/s, loss=0.756, pair=0.000, adv=4.733, sprd=0.024]
Ep 053/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:58,  1.45it/s, loss=0.744, pair=0.000, adv=4.928, sprd=0.021]
Ep 053/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:48,  1.52it/s, loss=0.744, pair=0.000, adv=4.928, sprd=0.021]
Ep 053/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:48,  1.52it/s, loss=0.755, pair=0.000, adv=4.815, sprd=0.023]
Ep 053/60 [S3:+sens]:  23%|▋  | 77/333 [00:52<02:55,  1.46it/s, loss=0.755, pair=0.000, adv=4.815, sprd=0.023]
Ep 053/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.742, pair=0.001, adv=4.512, sprd=0.021]
Ep 053/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:48,  1.51it/s, loss=0.742, pair=0.001, adv=4.512, sprd=0.021]
Ep 053/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:48,  1.51it/s, loss=0.743, pair=0.000, adv=4.440, sprd=0.024]
Ep 053/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:57,  1.43it/s, loss=0.743, pair=0.000, adv=4.440, sprd=0.024]
Ep 053/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:57,  1.43it/s, loss=0.744, pair=0.001, adv=4.941, sprd=0.020]
Ep 053/60 [S3:+sens]:  24%|▋  | 80/333 [00:54<02:46,  1.52it/s, loss=0.744, pair=0.001, adv=4.941, sprd=0.020]
Ep 053/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:46,  1.52it/s, loss=0.755, pair=0.001, adv=4.510, sprd=0.022]
Ep 053/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:56,  1.43it/s, loss=0.755, pair=0.001, adv=4.510, sprd=0.022]
Ep 053/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:56,  1.43it/s, loss=0.749, pair=0.000, adv=4.421, sprd=0.023]
Ep 053/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:48,  1.49it/s, loss=0.749, pair=0.000, adv=4.421, sprd=0.023]
Ep 053/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:48,  1.49it/s, loss=0.759, pair=0.001, adv=4.743, sprd=0.024]
Ep 053/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.43it/s, loss=0.759, pair=0.001, adv=4.743, sprd=0.024]
Ep 053/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:54,  1.43it/s, loss=0.803, pair=0.003, adv=5.081, sprd=0.036]
Ep 053/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:47,  1.49it/s, loss=0.803, pair=0.003, adv=5.081, sprd=0.036]
Ep 053/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.49it/s, loss=0.820, pair=0.000, adv=4.743, sprd=0.023]
Ep 053/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:50,  1.46it/s, loss=0.820, pair=0.000, adv=4.743, sprd=0.023]
Ep 053/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:50,  1.46it/s, loss=0.749, pair=0.000, adv=4.696, sprd=0.021]
Ep 053/60 [S3:+sens]:  26%|▊  | 86/333 [00:58<02:42,  1.52it/s, loss=0.749, pair=0.000, adv=4.696, sprd=0.021]
Ep 053/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:42,  1.52it/s, loss=0.756, pair=0.001, adv=4.644, sprd=0.023]
Ep 053/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:50,  1.45it/s, loss=0.756, pair=0.001, adv=4.644, sprd=0.023]
Ep 053/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:50,  1.45it/s, loss=0.746, pair=0.001, adv=4.501, sprd=0.020]
Ep 053/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:41,  1.52it/s, loss=0.746, pair=0.001, adv=4.501, sprd=0.020]
Ep 053/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:41,  1.52it/s, loss=0.770, pair=0.001, adv=4.319, sprd=0.028]
Ep 053/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.770, pair=0.001, adv=4.319, sprd=0.028]
Ep 053/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.789, pair=0.002, adv=4.748, sprd=0.029]
Ep 053/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:44,  1.48it/s, loss=0.789, pair=0.002, adv=4.748, sprd=0.029]
Ep 053/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:44,  1.48it/s, loss=0.765, pair=0.000, adv=4.837, sprd=0.025]
Ep 053/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:49,  1.43it/s, loss=0.765, pair=0.000, adv=4.837, sprd=0.025]
Ep 053/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:49,  1.43it/s, loss=0.745, pair=0.000, adv=4.413, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:40,  1.50it/s, loss=0.745, pair=0.000, adv=4.413, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:40,  1.50it/s, loss=0.743, pair=0.000, adv=5.012, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 93/333 [01:03<02:50,  1.41it/s, loss=0.743, pair=0.000, adv=5.012, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:50,  1.41it/s, loss=0.753, pair=0.000, adv=4.176, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:40,  1.49it/s, loss=0.753, pair=0.000, adv=4.176, sprd=0.022]
Ep 053/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:40,  1.49it/s, loss=0.723, pair=0.001, adv=4.134, sprd=0.017]
Ep 053/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:44,  1.44it/s, loss=0.723, pair=0.001, adv=4.134, sprd=0.017]
Ep 053/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:44,  1.44it/s, loss=0.754, pair=0.000, adv=4.434, sprd=0.024]
Ep 053/60 [S3:+sens]:  29%|▊  | 96/333 [01:05<02:37,  1.51it/s, loss=0.754, pair=0.000, adv=4.434, sprd=0.024]
Ep 053/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.51it/s, loss=0.730, pair=0.000, adv=4.570, sprd=0.017]
Ep 053/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:43,  1.45it/s, loss=0.730, pair=0.000, adv=4.570, sprd=0.017]
Ep 053/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:43,  1.45it/s, loss=0.737, pair=0.000, adv=4.807, sprd=0.020]
Ep 053/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:34,  1.52it/s, loss=0.737, pair=0.000, adv=4.807, sprd=0.020]
Ep 053/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:34,  1.52it/s, loss=0.753, pair=0.000, adv=4.461, sprd=0.024]
Ep 053/60 [S3:+sens]:  30%|▉  | 99/333 [01:07<02:41,  1.45it/s, loss=0.753, pair=0.000, adv=4.461, sprd=0.024]
Ep 053/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:41,  1.45it/s, loss=0.738, pair=0.000, adv=4.616, sprd=0.020]
Ep 053/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.52it/s, loss=0.738, pair=0.000, adv=4.616, sprd=0.020]
Ep 053/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.764, pair=0.000, adv=4.696, sprd=0.026]
Ep 053/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:40,  1.45it/s, loss=0.764, pair=0.000, adv=4.696, sprd=0.026]
Ep 053/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:40,  1.45it/s, loss=0.768, pair=0.000, adv=4.483, sprd=0.026]
Ep 053/60 [S3:+sens]:  31%|▌ | 102/333 [01:09<02:34,  1.50it/s, loss=0.768, pair=0.000, adv=4.483, sprd=0.026]
Ep 053/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.50it/s, loss=0.763, pair=0.000, adv=4.553, sprd=0.027]
Ep 053/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:39,  1.44it/s, loss=0.763, pair=0.000, adv=4.553, sprd=0.027]
Ep 053/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.749, pair=0.001, adv=4.557, sprd=0.022]
Ep 053/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:31,  1.51it/s, loss=0.749, pair=0.001, adv=4.557, sprd=0.022]
Ep 053/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:31,  1.51it/s, loss=0.753, pair=0.000, adv=4.858, sprd=0.023]
Ep 053/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:43,  1.39it/s, loss=0.753, pair=0.000, adv=4.858, sprd=0.023]
Ep 053/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:43,  1.39it/s, loss=0.740, pair=0.000, adv=4.652, sprd=0.020]
Ep 053/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:34,  1.47it/s, loss=0.740, pair=0.000, adv=4.652, sprd=0.020]
Ep 053/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:34,  1.47it/s, loss=0.746, pair=0.000, adv=4.753, sprd=0.022]
Ep 053/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.44it/s, loss=0.746, pair=0.000, adv=4.753, sprd=0.022]
Ep 053/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.44it/s, loss=0.744, pair=0.002, adv=4.519, sprd=0.020]
Ep 053/60 [S3:+sens]:  32%|▋ | 108/333 [01:13<02:26,  1.54it/s, loss=0.744, pair=0.002, adv=4.519, sprd=0.020]
Ep 053/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:26,  1.54it/s, loss=0.766, pair=0.000, adv=4.410, sprd=0.027]
Ep 053/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:35,  1.44it/s, loss=0.766, pair=0.000, adv=4.410, sprd=0.027]
Ep 053/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:35,  1.44it/s, loss=0.740, pair=0.000, adv=4.550, sprd=0.021]
Ep 053/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:28,  1.50it/s, loss=0.740, pair=0.000, adv=4.550, sprd=0.021]
Ep 053/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.754, pair=0.000, adv=4.588, sprd=0.024]
Ep 053/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:36,  1.42it/s, loss=0.754, pair=0.000, adv=4.588, sprd=0.024]
Ep 053/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:36,  1.42it/s, loss=0.740, pair=0.000, adv=4.137, sprd=0.020]
Ep 053/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:28,  1.49it/s, loss=0.740, pair=0.000, adv=4.137, sprd=0.020]
Ep 053/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:28,  1.49it/s, loss=0.745, pair=0.000, adv=4.865, sprd=0.021]
Ep 053/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:33,  1.43it/s, loss=0.745, pair=0.000, adv=4.865, sprd=0.021]
Ep 053/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.43it/s, loss=0.756, pair=0.000, adv=4.836, sprd=0.023]
Ep 053/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:26,  1.50it/s, loss=0.756, pair=0.000, adv=4.836, sprd=0.023]
Ep 053/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:26,  1.50it/s, loss=0.723, pair=0.000, adv=4.677, sprd=0.017]
Ep 053/60 [S3:+sens]:  35%|▋ | 115/333 [01:18<02:29,  1.45it/s, loss=0.723, pair=0.000, adv=4.677, sprd=0.017]
Ep 053/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:29,  1.45it/s, loss=0.780, pair=0.001, adv=4.823, sprd=0.030]
Ep 053/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:24,  1.50it/s, loss=0.780, pair=0.001, adv=4.823, sprd=0.030]
Ep 053/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:24,  1.50it/s, loss=0.736, pair=0.000, adv=4.285, sprd=0.019]
Ep 053/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:31,  1.43it/s, loss=0.736, pair=0.000, adv=4.285, sprd=0.019]
Ep 053/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:31,  1.43it/s, loss=0.766, pair=0.001, adv=5.086, sprd=0.026]
Ep 053/60 [S3:+sens]:  35%|▋ | 118/333 [01:20<02:23,  1.50it/s, loss=0.766, pair=0.001, adv=5.086, sprd=0.026]
Ep 053/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:23,  1.50it/s, loss=0.775, pair=0.000, adv=4.386, sprd=0.030]
Ep 053/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:35,  1.38it/s, loss=0.775, pair=0.000, adv=4.386, sprd=0.030]
Ep 053/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:35,  1.38it/s, loss=0.742, pair=0.000, adv=4.968, sprd=0.022]
Ep 053/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:25,  1.47it/s, loss=0.742, pair=0.000, adv=4.968, sprd=0.022]
Ep 053/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:25,  1.47it/s, loss=0.743, pair=0.001, adv=4.777, sprd=0.021]
Ep 053/60 [S3:+sens]:  36%|▋ | 121/333 [01:22<02:28,  1.43it/s, loss=0.743, pair=0.001, adv=4.777, sprd=0.021]
Ep 053/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:28,  1.43it/s, loss=0.725, pair=0.000, adv=4.567, sprd=0.018]
Ep 053/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:20,  1.50it/s, loss=0.725, pair=0.000, adv=4.567, sprd=0.018]
Ep 053/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.774, pair=0.001, adv=4.527, sprd=0.028]
Ep 053/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.44it/s, loss=0.774, pair=0.001, adv=4.527, sprd=0.028]
Ep 053/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.44it/s, loss=0.748, pair=0.001, adv=4.558, sprd=0.024]
Ep 053/60 [S3:+sens]:  37%|▋ | 124/333 [01:24<02:20,  1.49it/s, loss=0.748, pair=0.001, adv=4.558, sprd=0.024]
Ep 053/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:20,  1.49it/s, loss=0.777, pair=0.001, adv=4.292, sprd=0.029]
Ep 053/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:27,  1.41it/s, loss=0.777, pair=0.001, adv=4.292, sprd=0.029]
Ep 053/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:27,  1.41it/s, loss=0.724, pair=0.000, adv=4.827, sprd=0.017]
Ep 053/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:18,  1.49it/s, loss=0.724, pair=0.000, adv=4.827, sprd=0.017]
Ep 053/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.740, pair=0.002, adv=4.773, sprd=0.021]
Ep 053/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:22,  1.44it/s, loss=0.740, pair=0.002, adv=4.773, sprd=0.021]
Ep 053/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:22,  1.44it/s, loss=0.747, pair=0.002, adv=4.704, sprd=0.022]
Ep 053/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:14,  1.53it/s, loss=0.747, pair=0.002, adv=4.704, sprd=0.022]
Ep 053/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:14,  1.53it/s, loss=0.858, pair=0.002, adv=4.333, sprd=0.031]
Ep 053/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.43it/s, loss=0.858, pair=0.002, adv=4.333, sprd=0.031]
Ep 053/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.43it/s, loss=0.764, pair=0.001, adv=4.412, sprd=0.026]
Ep 053/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.48it/s, loss=0.764, pair=0.001, adv=4.412, sprd=0.026]
Ep 053/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:17,  1.48it/s, loss=0.762, pair=0.001, adv=4.973, sprd=0.027]
Ep 053/60 [S3:+sens]:  39%|▊ | 131/333 [01:29<02:22,  1.42it/s, loss=0.762, pair=0.001, adv=4.973, sprd=0.027]
Ep 053/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.753, pair=0.000, adv=4.433, sprd=0.024]
Ep 053/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:15,  1.49it/s, loss=0.753, pair=0.000, adv=4.433, sprd=0.024]
Ep 053/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.49it/s, loss=0.762, pair=0.001, adv=4.794, sprd=0.026]
Ep 053/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.762, pair=0.001, adv=4.794, sprd=0.026]
Ep 053/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:19,  1.43it/s, loss=0.747, pair=0.000, adv=4.669, sprd=0.022]
Ep 053/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:12,  1.50it/s, loss=0.747, pair=0.000, adv=4.669, sprd=0.022]
Ep 053/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.753, pair=0.000, adv=4.837, sprd=0.024]
Ep 053/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:15,  1.47it/s, loss=0.753, pair=0.000, adv=4.837, sprd=0.024]
Ep 053/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:15,  1.47it/s, loss=0.754, pair=0.000, adv=4.631, sprd=0.024]
Ep 053/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:09,  1.52it/s, loss=0.754, pair=0.000, adv=4.631, sprd=0.024]
Ep 053/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:09,  1.52it/s, loss=0.764, pair=0.004, adv=4.632, sprd=0.025]
Ep 053/60 [S3:+sens]:  41%|▊ | 137/333 [01:33<02:17,  1.43it/s, loss=0.764, pair=0.004, adv=4.632, sprd=0.025]
Ep 053/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:17,  1.43it/s, loss=0.761, pair=0.000, adv=4.160, sprd=0.026]
Ep 053/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:10,  1.49it/s, loss=0.761, pair=0.000, adv=4.160, sprd=0.026]
Ep 053/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.744, pair=0.001, adv=4.041, sprd=0.020]
Ep 053/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.44it/s, loss=0.744, pair=0.001, adv=4.041, sprd=0.020]
Ep 053/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.44it/s, loss=0.739, pair=0.002, adv=4.454, sprd=0.021]
Ep 053/60 [S3:+sens]:  42%|▊ | 140/333 [01:35<02:08,  1.50it/s, loss=0.739, pair=0.002, adv=4.454, sprd=0.021]
Ep 053/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:08,  1.50it/s, loss=0.749, pair=0.000, adv=4.762, sprd=0.024]
Ep 053/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:12,  1.45it/s, loss=0.749, pair=0.000, adv=4.762, sprd=0.024]
Ep 053/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.754, pair=0.000, adv=4.680, sprd=0.024]
Ep 053/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:05,  1.52it/s, loss=0.754, pair=0.000, adv=4.680, sprd=0.024]
Ep 053/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:05,  1.52it/s, loss=0.741, pair=0.000, adv=4.528, sprd=0.020]
Ep 053/60 [S3:+sens]:  43%|▊ | 143/333 [01:37<02:10,  1.46it/s, loss=0.741, pair=0.000, adv=4.528, sprd=0.020]
Ep 053/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:10,  1.46it/s, loss=0.762, pair=0.000, adv=4.672, sprd=0.026]
Ep 053/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:04,  1.52it/s, loss=0.762, pair=0.000, adv=4.672, sprd=0.026]
Ep 053/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.750, pair=0.001, adv=4.433, sprd=0.023]
Ep 053/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:08,  1.46it/s, loss=0.750, pair=0.001, adv=4.433, sprd=0.023]
Ep 053/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:08,  1.46it/s, loss=0.727, pair=0.001, adv=4.326, sprd=0.018]
Ep 053/60 [S3:+sens]:  44%|▉ | 146/333 [01:39<02:00,  1.56it/s, loss=0.727, pair=0.001, adv=4.326, sprd=0.018]
Ep 053/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:00,  1.56it/s, loss=0.732, pair=0.000, adv=4.590, sprd=0.020]
Ep 053/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:04,  1.50it/s, loss=0.732, pair=0.000, adv=4.590, sprd=0.020]
Ep 053/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:04,  1.50it/s, loss=0.744, pair=0.001, adv=4.430, sprd=0.021]
Ep 053/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<01:57,  1.57it/s, loss=0.744, pair=0.001, adv=4.430, sprd=0.021]
Ep 053/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<01:57,  1.57it/s, loss=0.778, pair=0.002, adv=4.670, sprd=0.029]
Ep 053/60 [S3:+sens]:  45%|▉ | 149/333 [01:41<02:05,  1.47it/s, loss=0.778, pair=0.002, adv=4.670, sprd=0.029]
Ep 053/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:05,  1.47it/s, loss=0.781, pair=0.001, adv=4.065, sprd=0.030]
Ep 053/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<02:00,  1.51it/s, loss=0.781, pair=0.001, adv=4.065, sprd=0.030]
Ep 053/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.51it/s, loss=0.771, pair=0.002, adv=4.772, sprd=0.029]
Ep 053/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:06,  1.44it/s, loss=0.771, pair=0.002, adv=4.772, sprd=0.029]
Ep 053/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:06,  1.44it/s, loss=0.752, pair=0.000, adv=5.118, sprd=0.023]
Ep 053/60 [S3:+sens]:  46%|▉ | 152/333 [01:43<01:59,  1.52it/s, loss=0.752, pair=0.000, adv=5.118, sprd=0.023]
Ep 053/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<01:59,  1.52it/s, loss=0.749, pair=0.000, adv=4.869, sprd=0.022]
Ep 053/60 [S3:+sens]:  46%|▉ | 153/333 [01:44<02:03,  1.46it/s, loss=0.749, pair=0.000, adv=4.869, sprd=0.022]
Ep 053/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:03,  1.46it/s, loss=0.759, pair=0.000, adv=4.268, sprd=0.026]
Ep 053/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.50it/s, loss=0.759, pair=0.000, adv=4.268, sprd=0.026]
Ep 053/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:59,  1.50it/s, loss=0.754, pair=0.000, adv=4.442, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 155/333 [01:45<02:02,  1.45it/s, loss=0.754, pair=0.000, adv=4.442, sprd=0.021]
Ep 053/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:02,  1.45it/s, loss=0.750, pair=0.000, adv=4.388, sprd=0.024]
Ep 053/60 [S3:+sens]:  47%|▉ | 156/333 [01:46<01:58,  1.50it/s, loss=0.750, pair=0.000, adv=4.388, sprd=0.024]
Ep 053/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.50it/s, loss=0.756, pair=0.000, adv=4.786, sprd=0.022]
Ep 053/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:06,  1.39it/s, loss=0.756, pair=0.000, adv=4.786, sprd=0.022]
Ep 053/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:06,  1.39it/s, loss=0.747, pair=0.003, adv=4.496, sprd=0.020]
Ep 053/60 [S3:+sens]:  47%|▉ | 158/333 [01:47<01:58,  1.48it/s, loss=0.747, pair=0.003, adv=4.496, sprd=0.020]
Ep 053/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:58,  1.48it/s, loss=0.742, pair=0.002, adv=4.887, sprd=0.020]
Ep 053/60 [S3:+sens]:  48%|▉ | 159/333 [01:48<02:01,  1.44it/s, loss=0.742, pair=0.002, adv=4.887, sprd=0.020]
Ep 053/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.44it/s, loss=0.773, pair=0.001, adv=4.240, sprd=0.028]
Ep 053/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:57,  1.48it/s, loss=0.773, pair=0.001, adv=4.240, sprd=0.028]
Ep 053/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:57,  1.48it/s, loss=0.845, pair=0.001, adv=4.585, sprd=0.029]
Ep 053/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.42it/s, loss=0.845, pair=0.001, adv=4.585, sprd=0.029]
Ep 053/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.42it/s, loss=0.784, pair=0.003, adv=4.396, sprd=0.031]
Ep 053/60 [S3:+sens]:  49%|▉ | 162/333 [01:50<01:56,  1.46it/s, loss=0.784, pair=0.003, adv=4.396, sprd=0.031]
Ep 053/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:56,  1.46it/s, loss=0.768, pair=0.000, adv=4.942, sprd=0.027]
Ep 053/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<02:00,  1.41it/s, loss=0.768, pair=0.000, adv=4.942, sprd=0.027]
Ep 053/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.747, pair=0.000, adv=4.580, sprd=0.022]
Ep 053/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:52,  1.50it/s, loss=0.747, pair=0.000, adv=4.580, sprd=0.022]
Ep 053/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:52,  1.50it/s, loss=0.744, pair=0.000, adv=4.528, sprd=0.022]
Ep 053/60 [S3:+sens]:  50%|▉ | 165/333 [01:52<01:56,  1.44it/s, loss=0.744, pair=0.000, adv=4.528, sprd=0.022]
Ep 053/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:56,  1.44it/s, loss=0.731, pair=0.000, adv=4.228, sprd=0.019]
Ep 053/60 [S3:+sens]:  50%|▉ | 166/333 [01:53<01:50,  1.51it/s, loss=0.731, pair=0.000, adv=4.228, sprd=0.019]
Ep 053/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.763, pair=0.000, adv=4.373, sprd=0.026]
Ep 053/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:55,  1.44it/s, loss=0.763, pair=0.000, adv=4.373, sprd=0.026]
Ep 053/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:55,  1.44it/s, loss=0.775, pair=0.000, adv=4.362, sprd=0.028]
Ep 053/60 [S3:+sens]:  50%|█ | 168/333 [01:54<01:50,  1.49it/s, loss=0.775, pair=0.000, adv=4.362, sprd=0.028]
Ep 053/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:50,  1.49it/s, loss=0.750, pair=0.001, adv=4.204, sprd=0.023]
Ep 053/60 [S3:+sens]:  51%|█ | 169/333 [01:55<01:53,  1.45it/s, loss=0.750, pair=0.001, adv=4.204, sprd=0.023]
Ep 053/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.45it/s, loss=0.764, pair=0.002, adv=4.433, sprd=0.026]
Ep 053/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.51it/s, loss=0.764, pair=0.002, adv=4.433, sprd=0.026]
Ep 053/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.51it/s, loss=0.749, pair=0.001, adv=4.742, sprd=0.023]
Ep 053/60 [S3:+sens]:  51%|█ | 171/333 [01:56<01:52,  1.44it/s, loss=0.749, pair=0.001, adv=4.742, sprd=0.023]
Ep 053/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.758, pair=0.002, adv=4.518, sprd=0.024]
Ep 053/60 [S3:+sens]:  52%|█ | 172/333 [01:57<01:47,  1.49it/s, loss=0.758, pair=0.002, adv=4.518, sprd=0.024]
Ep 053/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.49it/s, loss=0.757, pair=0.000, adv=4.815, sprd=0.025]
Ep 053/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:53,  1.41it/s, loss=0.757, pair=0.000, adv=4.815, sprd=0.025]
Ep 053/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:53,  1.41it/s, loss=0.757, pair=0.000, adv=4.560, sprd=0.025]
Ep 053/60 [S3:+sens]:  52%|█ | 174/333 [01:58<01:47,  1.48it/s, loss=0.757, pair=0.000, adv=4.560, sprd=0.025]
Ep 053/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:47,  1.48it/s, loss=0.767, pair=0.000, adv=4.565, sprd=0.028]
Ep 053/60 [S3:+sens]:  53%|█ | 175/333 [01:59<01:51,  1.42it/s, loss=0.767, pair=0.000, adv=4.565, sprd=0.028]
Ep 053/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:51,  1.42it/s, loss=0.750, pair=0.000, adv=4.519, sprd=0.023]
Ep 053/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:45,  1.49it/s, loss=0.750, pair=0.000, adv=4.519, sprd=0.023]
Ep 053/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.49it/s, loss=0.758, pair=0.000, adv=4.258, sprd=0.024]
Ep 053/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:52,  1.39it/s, loss=0.758, pair=0.000, adv=4.258, sprd=0.024]
Ep 053/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:52,  1.39it/s, loss=0.749, pair=0.000, adv=4.631, sprd=0.022]
Ep 053/60 [S3:+sens]:  53%|█ | 178/333 [02:01<01:45,  1.46it/s, loss=0.749, pair=0.000, adv=4.631, sprd=0.022]
Ep 053/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.46it/s, loss=0.820, pair=0.000, adv=4.463, sprd=0.023]
Ep 053/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:49,  1.40it/s, loss=0.820, pair=0.000, adv=4.463, sprd=0.023]
Ep 053/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.40it/s, loss=0.740, pair=0.000, adv=4.604, sprd=0.019]
Ep 053/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.49it/s, loss=0.740, pair=0.000, adv=4.604, sprd=0.019]
Ep 053/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.49it/s, loss=0.745, pair=0.001, adv=4.681, sprd=0.022]
Ep 053/60 [S3:+sens]:  54%|█ | 181/333 [02:03<01:46,  1.43it/s, loss=0.745, pair=0.001, adv=4.681, sprd=0.022]
Ep 053/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.43it/s, loss=0.771, pair=0.000, adv=4.642, sprd=0.027]
Ep 053/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:41,  1.49it/s, loss=0.771, pair=0.000, adv=4.642, sprd=0.027]
Ep 053/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.49it/s, loss=0.736, pair=0.000, adv=4.978, sprd=0.020]
Ep 053/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.44it/s, loss=0.736, pair=0.000, adv=4.978, sprd=0.020]
Ep 053/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.44it/s, loss=0.752, pair=0.000, adv=4.134, sprd=0.023]
Ep 053/60 [S3:+sens]:  55%|█ | 184/333 [02:05<01:38,  1.51it/s, loss=0.752, pair=0.000, adv=4.134, sprd=0.023]
Ep 053/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:38,  1.51it/s, loss=0.752, pair=0.000, adv=4.769, sprd=0.023]
Ep 053/60 [S3:+sens]:  56%|█ | 185/333 [02:06<01:41,  1.46it/s, loss=0.752, pair=0.000, adv=4.769, sprd=0.023]
Ep 053/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.46it/s, loss=0.755, pair=0.001, adv=4.538, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:37,  1.51it/s, loss=0.755, pair=0.001, adv=4.538, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:37,  1.51it/s, loss=0.744, pair=0.000, adv=4.318, sprd=0.023]
Ep 053/60 [S3:+sens]:  56%|█ | 187/333 [02:07<01:38,  1.48it/s, loss=0.744, pair=0.000, adv=4.318, sprd=0.023]
Ep 053/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:38,  1.48it/s, loss=0.753, pair=0.000, adv=4.710, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█▏| 188/333 [02:08<01:35,  1.52it/s, loss=0.753, pair=0.000, adv=4.710, sprd=0.024]
Ep 053/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.52it/s, loss=0.752, pair=0.000, adv=4.634, sprd=0.024]
Ep 053/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:40,  1.44it/s, loss=0.752, pair=0.000, adv=4.634, sprd=0.024]
Ep 053/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:40,  1.44it/s, loss=0.768, pair=0.001, adv=4.863, sprd=0.027]
Ep 053/60 [S3:+sens]:  57%|█▏| 190/333 [02:09<01:35,  1.49it/s, loss=0.768, pair=0.001, adv=4.863, sprd=0.027]
Ep 053/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:35,  1.49it/s, loss=0.737, pair=0.000, adv=4.663, sprd=0.021]
Ep 053/60 [S3:+sens]:  57%|█▏| 191/333 [02:10<01:36,  1.48it/s, loss=0.737, pair=0.000, adv=4.663, sprd=0.021]
Ep 053/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:36,  1.48it/s, loss=0.725, pair=0.000, adv=4.714, sprd=0.017]
Ep 053/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:29,  1.57it/s, loss=0.725, pair=0.000, adv=4.714, sprd=0.017]
Ep 053/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:29,  1.57it/s, loss=0.739, pair=0.000, adv=4.467, sprd=0.019]
Ep 053/60 [S3:+sens]:  58%|█▏| 193/333 [02:11<01:33,  1.50it/s, loss=0.739, pair=0.000, adv=4.467, sprd=0.019]
Ep 053/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:33,  1.50it/s, loss=0.754, pair=0.001, adv=4.650, sprd=0.024]
Ep 053/60 [S3:+sens]:  58%|█▏| 194/333 [02:12<01:30,  1.54it/s, loss=0.754, pair=0.001, adv=4.650, sprd=0.024]
Ep 053/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:30,  1.54it/s, loss=0.761, pair=0.000, adv=4.943, sprd=0.026]
Ep 053/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:35,  1.45it/s, loss=0.761, pair=0.000, adv=4.943, sprd=0.026]
Ep 053/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:35,  1.45it/s, loss=0.754, pair=0.003, adv=4.898, sprd=0.024]
Ep 053/60 [S3:+sens]:  59%|█▏| 196/333 [02:13<01:29,  1.53it/s, loss=0.754, pair=0.003, adv=4.898, sprd=0.024]
Ep 053/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:29,  1.53it/s, loss=0.737, pair=0.000, adv=4.209, sprd=0.020]
Ep 053/60 [S3:+sens]:  59%|█▏| 197/333 [02:14<01:34,  1.44it/s, loss=0.737, pair=0.000, adv=4.209, sprd=0.020]
Ep 053/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.44it/s, loss=0.742, pair=0.002, adv=4.822, sprd=0.021]
Ep 053/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:28,  1.53it/s, loss=0.742, pair=0.002, adv=4.822, sprd=0.021]
Ep 053/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:28,  1.53it/s, loss=0.758, pair=0.001, adv=4.843, sprd=0.026]
Ep 053/60 [S3:+sens]:  60%|█▏| 199/333 [02:15<01:31,  1.46it/s, loss=0.758, pair=0.001, adv=4.843, sprd=0.026]
Ep 053/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:31,  1.46it/s, loss=0.757, pair=0.000, adv=4.745, sprd=0.024]
Ep 053/60 [S3:+sens]:  60%|█▏| 200/333 [02:16<01:27,  1.53it/s, loss=0.757, pair=0.000, adv=4.745, sprd=0.024]
Ep 053/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.53it/s, loss=0.743, pair=0.000, adv=4.758, sprd=0.022]
Ep 053/60 [S3:+sens]:  60%|█▏| 201/333 [02:17<01:30,  1.46it/s, loss=0.743, pair=0.000, adv=4.758, sprd=0.022]
Ep 053/60 [S3:+sens]:  60%|█▏| 201/333 [02:17<01:30,  1.46it/s, loss=0.747, pair=0.000, adv=4.678, sprd=0.022]
Ep 053/60 [S3:+sens]:  61%|█▏| 202/333 [02:17<01:26,  1.52it/s, loss=0.747, pair=0.000, adv=4.678, sprd=0.022]
Ep 053/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:26,  1.52it/s, loss=0.755, pair=0.000, adv=4.054, sprd=0.025]
Ep 053/60 [S3:+sens]:  61%|█▏| 203/333 [02:18<01:32,  1.40it/s, loss=0.755, pair=0.000, adv=4.054, sprd=0.025]
Ep 053/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:32,  1.40it/s, loss=0.760, pair=0.000, adv=4.407, sprd=0.026]
Ep 053/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:27,  1.48it/s, loss=0.760, pair=0.000, adv=4.407, sprd=0.026]
Ep 053/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:27,  1.48it/s, loss=0.743, pair=0.001, adv=4.221, sprd=0.020]
Ep 053/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:32,  1.38it/s, loss=0.743, pair=0.001, adv=4.221, sprd=0.020]
Ep 053/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:32,  1.38it/s, loss=0.744, pair=0.001, adv=4.473, sprd=0.022]
Ep 053/60 [S3:+sens]:  62%|█▏| 206/333 [02:20<01:26,  1.46it/s, loss=0.744, pair=0.001, adv=4.473, sprd=0.022]
Ep 053/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:26,  1.46it/s, loss=0.745, pair=0.001, adv=4.438, sprd=0.021]
Ep 053/60 [S3:+sens]:  62%|█▏| 207/333 [02:21<01:28,  1.42it/s, loss=0.745, pair=0.001, adv=4.438, sprd=0.021]
Ep 053/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.751, pair=0.000, adv=4.996, sprd=0.024]
Ep 053/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.751, pair=0.000, adv=4.996, sprd=0.024]
Ep 053/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.731, pair=0.001, adv=4.283, sprd=0.018]
Ep 053/60 [S3:+sens]:  63%|█▎| 209/333 [02:22<01:24,  1.48it/s, loss=0.731, pair=0.001, adv=4.283, sprd=0.018]
Ep 053/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:24,  1.48it/s, loss=0.754, pair=0.000, adv=4.299, sprd=0.023]
Ep 053/60 [S3:+sens]:  63%|█▎| 210/333 [02:23<01:21,  1.52it/s, loss=0.754, pair=0.000, adv=4.299, sprd=0.023]
Ep 053/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.52it/s, loss=0.740, pair=0.001, adv=4.575, sprd=0.021]
Ep 053/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:23,  1.46it/s, loss=0.740, pair=0.001, adv=4.575, sprd=0.021]
Ep 053/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:23,  1.46it/s, loss=0.770, pair=0.000, adv=4.394, sprd=0.027]
Ep 053/60 [S3:+sens]:  64%|█▎| 212/333 [02:24<01:20,  1.50it/s, loss=0.770, pair=0.000, adv=4.394, sprd=0.027]
Ep 053/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:20,  1.50it/s, loss=0.829, pair=0.000, adv=4.890, sprd=0.023]
Ep 053/60 [S3:+sens]:  64%|█▎| 213/333 [02:25<01:22,  1.45it/s, loss=0.829, pair=0.000, adv=4.890, sprd=0.023]
Ep 053/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:22,  1.45it/s, loss=0.738, pair=0.001, adv=4.556, sprd=0.019]
Ep 053/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:18,  1.53it/s, loss=0.738, pair=0.001, adv=4.556, sprd=0.019]
Ep 053/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:18,  1.53it/s, loss=0.744, pair=0.000, adv=4.849, sprd=0.023]
Ep 053/60 [S3:+sens]:  65%|█▎| 215/333 [02:26<01:20,  1.47it/s, loss=0.744, pair=0.000, adv=4.849, sprd=0.023]
Ep 053/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:20,  1.47it/s, loss=0.755, pair=0.000, adv=4.899, sprd=0.024]
Ep 053/60 [S3:+sens]:  65%|█▎| 216/333 [02:27<01:16,  1.52it/s, loss=0.755, pair=0.000, adv=4.899, sprd=0.024]
Ep 053/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:16,  1.52it/s, loss=0.747, pair=0.000, adv=4.501, sprd=0.022]
Ep 053/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:19,  1.45it/s, loss=0.747, pair=0.000, adv=4.501, sprd=0.022]
Ep 053/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:19,  1.45it/s, loss=0.731, pair=0.001, adv=4.483, sprd=0.019]
Ep 053/60 [S3:+sens]:  65%|█▎| 218/333 [02:28<01:15,  1.52it/s, loss=0.731, pair=0.001, adv=4.483, sprd=0.019]
Ep 053/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:15,  1.52it/s, loss=0.760, pair=0.000, adv=4.466, sprd=0.024]
Ep 053/60 [S3:+sens]:  66%|█▎| 219/333 [02:29<01:19,  1.43it/s, loss=0.760, pair=0.000, adv=4.466, sprd=0.024]
Ep 053/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.43it/s, loss=0.732, pair=0.000, adv=4.446, sprd=0.019]
Ep 053/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:15,  1.50it/s, loss=0.732, pair=0.000, adv=4.446, sprd=0.019]
Ep 053/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:15,  1.50it/s, loss=0.755, pair=0.000, adv=4.535, sprd=0.023]
Ep 053/60 [S3:+sens]:  66%|█▎| 221/333 [02:30<01:16,  1.46it/s, loss=0.755, pair=0.000, adv=4.535, sprd=0.023]
Ep 053/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:16,  1.46it/s, loss=0.777, pair=0.000, adv=4.742, sprd=0.031]
Ep 053/60 [S3:+sens]:  67%|█▎| 222/333 [02:31<01:14,  1.50it/s, loss=0.777, pair=0.000, adv=4.742, sprd=0.031]
Ep 053/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.50it/s, loss=0.754, pair=0.000, adv=4.489, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:16,  1.43it/s, loss=0.754, pair=0.000, adv=4.489, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:16,  1.43it/s, loss=0.752, pair=0.000, adv=4.362, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 224/333 [02:32<01:12,  1.50it/s, loss=0.752, pair=0.000, adv=4.362, sprd=0.024]
Ep 053/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:12,  1.50it/s, loss=0.755, pair=0.000, adv=4.686, sprd=0.024]
Ep 053/60 [S3:+sens]:  68%|█▎| 225/333 [02:33<01:15,  1.42it/s, loss=0.755, pair=0.000, adv=4.686, sprd=0.024]
Ep 053/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:15,  1.42it/s, loss=0.746, pair=0.000, adv=4.729, sprd=0.022]
Ep 053/60 [S3:+sens]:  68%|█▎| 226/333 [02:34<01:11,  1.49it/s, loss=0.746, pair=0.000, adv=4.729, sprd=0.022]
Ep 053/60 [S3:+sens]:  68%|█▎| 226/333 [02:34<01:11,  1.49it/s, loss=0.754, pair=0.000, adv=4.786, sprd=0.024]
Ep 053/60 [S3:+sens]:  68%|█▎| 227/333 [02:34<01:13,  1.45it/s, loss=0.754, pair=0.000, adv=4.786, sprd=0.024]
Ep 053/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:13,  1.45it/s, loss=0.747, pair=0.000, adv=4.438, sprd=0.021]
Ep 053/60 [S3:+sens]:  68%|█▎| 228/333 [02:35<01:09,  1.51it/s, loss=0.747, pair=0.000, adv=4.438, sprd=0.021]
Ep 053/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.51it/s, loss=0.746, pair=0.000, adv=4.437, sprd=0.021]
Ep 053/60 [S3:+sens]:  69%|█▍| 229/333 [02:36<01:11,  1.45it/s, loss=0.746, pair=0.000, adv=4.437, sprd=0.021]
Ep 053/60 [S3:+sens]:  69%|█▍| 229/333 [02:36<01:11,  1.45it/s, loss=0.742, pair=0.000, adv=4.696, sprd=0.020]
Ep 053/60 [S3:+sens]:  69%|█▍| 230/333 [02:36<01:07,  1.53it/s, loss=0.742, pair=0.000, adv=4.696, sprd=0.020]
Ep 053/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:07,  1.53it/s, loss=0.750, pair=0.000, adv=4.367, sprd=0.022]
Ep 053/60 [S3:+sens]:  69%|█▍| 231/333 [02:37<01:10,  1.45it/s, loss=0.750, pair=0.000, adv=4.367, sprd=0.022]
Ep 053/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:10,  1.45it/s, loss=0.757, pair=0.000, adv=4.417, sprd=0.025]
Ep 053/60 [S3:+sens]:  70%|█▍| 232/333 [02:38<01:06,  1.51it/s, loss=0.757, pair=0.000, adv=4.417, sprd=0.025]
Ep 053/60 [S3:+sens]:  70%|█▍| 232/333 [02:38<01:06,  1.51it/s, loss=0.741, pair=0.000, adv=4.748, sprd=0.020]
Ep 053/60 [S3:+sens]:  70%|█▍| 233/333 [02:38<01:08,  1.46it/s, loss=0.741, pair=0.000, adv=4.748, sprd=0.020]
Ep 053/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:08,  1.46it/s, loss=0.764, pair=0.000, adv=4.873, sprd=0.026]
Ep 053/60 [S3:+sens]:  70%|█▍| 234/333 [02:39<01:05,  1.52it/s, loss=0.764, pair=0.000, adv=4.873, sprd=0.026]
Ep 053/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:05,  1.52it/s, loss=0.740, pair=0.000, adv=4.684, sprd=0.021]
Ep 053/60 [S3:+sens]:  71%|█▍| 235/333 [02:40<01:06,  1.47it/s, loss=0.740, pair=0.000, adv=4.684, sprd=0.021]
Ep 053/60 [S3:+sens]:  71%|█▍| 235/333 [02:40<01:06,  1.47it/s, loss=0.789, pair=0.001, adv=4.636, sprd=0.033]
Ep 053/60 [S3:+sens]:  71%|█▍| 236/333 [02:40<01:04,  1.50it/s, loss=0.789, pair=0.001, adv=4.636, sprd=0.033]
Ep 053/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:04,  1.50it/s, loss=0.743, pair=0.000, adv=4.506, sprd=0.020]
Ep 053/60 [S3:+sens]:  71%|█▍| 237/333 [02:41<01:07,  1.43it/s, loss=0.743, pair=0.000, adv=4.506, sprd=0.020]
Ep 053/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:07,  1.43it/s, loss=0.739, pair=0.001, adv=4.256, sprd=0.020]
Ep 053/60 [S3:+sens]:  71%|█▍| 238/333 [02:42<01:03,  1.51it/s, loss=0.739, pair=0.001, adv=4.256, sprd=0.020]
Ep 053/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.51it/s, loss=0.770, pair=0.000, adv=4.617, sprd=0.026]
Ep 053/60 [S3:+sens]:  72%|█▍| 239/333 [02:43<01:05,  1.44it/s, loss=0.770, pair=0.000, adv=4.617, sprd=0.026]
Ep 053/60 [S3:+sens]:  72%|█▍| 239/333 [02:43<01:05,  1.44it/s, loss=0.742, pair=0.000, adv=4.703, sprd=0.021]
Ep 053/60 [S3:+sens]:  72%|█▍| 240/333 [02:43<01:01,  1.52it/s, loss=0.742, pair=0.000, adv=4.703, sprd=0.021]
Ep 053/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:01,  1.52it/s, loss=0.761, pair=0.000, adv=4.759, sprd=0.026]
Ep 053/60 [S3:+sens]:  72%|█▍| 241/333 [02:44<01:03,  1.45it/s, loss=0.761, pair=0.000, adv=4.759, sprd=0.026]
Ep 053/60 [S3:+sens]:  72%|█▍| 241/333 [02:44<01:03,  1.45it/s, loss=0.721, pair=0.002, adv=4.398, sprd=0.015]
Ep 053/60 [S3:+sens]:  73%|█▍| 242/333 [02:44<00:59,  1.54it/s, loss=0.721, pair=0.002, adv=4.398, sprd=0.015]
Ep 053/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<00:59,  1.54it/s, loss=0.718, pair=0.001, adv=4.373, sprd=0.016]
Ep 053/60 [S3:+sens]:  73%|█▍| 243/333 [02:45<01:01,  1.47it/s, loss=0.718, pair=0.001, adv=4.373, sprd=0.016]
Ep 053/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:01,  1.47it/s, loss=0.729, pair=0.001, adv=4.219, sprd=0.017]
Ep 053/60 [S3:+sens]:  73%|█▍| 244/333 [02:46<00:57,  1.54it/s, loss=0.729, pair=0.001, adv=4.219, sprd=0.017]
Ep 053/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:57,  1.54it/s, loss=0.749, pair=0.000, adv=4.240, sprd=0.023]
Ep 053/60 [S3:+sens]:  74%|█▍| 245/333 [02:47<00:59,  1.48it/s, loss=0.749, pair=0.000, adv=4.240, sprd=0.023]
Ep 053/60 [S3:+sens]:  74%|█▍| 245/333 [02:47<00:59,  1.48it/s, loss=0.768, pair=0.000, adv=4.870, sprd=0.028]
Ep 053/60 [S3:+sens]:  74%|█▍| 246/333 [02:47<00:57,  1.52it/s, loss=0.768, pair=0.000, adv=4.870, sprd=0.028]
Ep 053/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:57,  1.52it/s, loss=0.759, pair=0.000, adv=4.612, sprd=0.026]
Ep 053/60 [S3:+sens]:  74%|█▍| 247/333 [02:48<00:59,  1.44it/s, loss=0.759, pair=0.000, adv=4.612, sprd=0.026]
Ep 053/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.742, pair=0.000, adv=5.184, sprd=0.021]
Ep 053/60 [S3:+sens]:  74%|█▍| 248/333 [02:49<00:56,  1.51it/s, loss=0.742, pair=0.000, adv=5.184, sprd=0.021]
Ep 053/60 [S3:+sens]:  74%|█▍| 248/333 [02:49<00:56,  1.51it/s, loss=0.743, pair=0.001, adv=4.782, sprd=0.021]
Ep 053/60 [S3:+sens]:  75%|█▍| 249/333 [02:49<00:58,  1.45it/s, loss=0.743, pair=0.001, adv=4.782, sprd=0.021]
Ep 053/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:58,  1.45it/s, loss=0.774, pair=0.001, adv=4.366, sprd=0.028]
Ep 053/60 [S3:+sens]:  75%|█▌| 250/333 [02:50<00:55,  1.48it/s, loss=0.774, pair=0.001, adv=4.366, sprd=0.028]
Ep 053/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.48it/s, loss=0.754, pair=0.000, adv=4.785, sprd=0.023]
Ep 053/60 [S3:+sens]:  75%|█▌| 251/333 [02:51<00:58,  1.40it/s, loss=0.754, pair=0.000, adv=4.785, sprd=0.023]
Ep 053/60 [S3:+sens]:  75%|█▌| 251/333 [02:51<00:58,  1.40it/s, loss=0.763, pair=0.002, adv=4.682, sprd=0.027]
Ep 053/60 [S3:+sens]:  76%|█▌| 252/333 [02:51<00:55,  1.46it/s, loss=0.763, pair=0.002, adv=4.682, sprd=0.027]
Ep 053/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:55,  1.46it/s, loss=0.841, pair=0.000, adv=5.099, sprd=0.028]
Ep 053/60 [S3:+sens]:  76%|█▌| 253/333 [02:52<00:56,  1.42it/s, loss=0.841, pair=0.000, adv=5.099, sprd=0.028]
Ep 053/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:56,  1.42it/s, loss=0.757, pair=0.002, adv=4.627, sprd=0.026]
Ep 053/60 [S3:+sens]:  76%|█▌| 254/333 [02:53<00:53,  1.48it/s, loss=0.757, pair=0.002, adv=4.627, sprd=0.026]
Ep 053/60 [S3:+sens]:  76%|█▌| 254/333 [02:53<00:53,  1.48it/s, loss=0.751, pair=0.005, adv=4.048, sprd=0.023]
Ep 053/60 [S3:+sens]:  77%|█▌| 255/333 [02:53<00:53,  1.46it/s, loss=0.751, pair=0.005, adv=4.048, sprd=0.023]
Ep 053/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.46it/s, loss=0.752, pair=0.000, adv=4.513, sprd=0.025]
Ep 053/60 [S3:+sens]:  77%|█▌| 256/333 [02:54<00:51,  1.51it/s, loss=0.752, pair=0.000, adv=4.513, sprd=0.025]
Ep 053/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.51it/s, loss=0.754, pair=0.001, adv=4.505, sprd=0.023]
Ep 053/60 [S3:+sens]:  77%|█▌| 257/333 [02:55<00:52,  1.44it/s, loss=0.754, pair=0.001, adv=4.505, sprd=0.023]
Ep 053/60 [S3:+sens]:  77%|█▌| 257/333 [02:55<00:52,  1.44it/s, loss=0.755, pair=0.002, adv=4.298, sprd=0.024]
Ep 053/60 [S3:+sens]:  77%|█▌| 258/333 [02:55<00:50,  1.50it/s, loss=0.755, pair=0.002, adv=4.298, sprd=0.024]
Ep 053/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.50it/s, loss=0.783, pair=0.000, adv=4.558, sprd=0.031]
Ep 053/60 [S3:+sens]:  78%|█▌| 259/333 [02:56<00:51,  1.43it/s, loss=0.783, pair=0.000, adv=4.558, sprd=0.031]
Ep 053/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.43it/s, loss=0.756, pair=0.003, adv=4.586, sprd=0.025]
Ep 053/60 [S3:+sens]:  78%|█▌| 260/333 [02:57<00:48,  1.50it/s, loss=0.756, pair=0.003, adv=4.586, sprd=0.025]
Ep 053/60 [S3:+sens]:  78%|█▌| 260/333 [02:57<00:48,  1.50it/s, loss=0.736, pair=0.005, adv=4.490, sprd=0.018]
Ep 053/60 [S3:+sens]:  78%|█▌| 261/333 [02:57<00:48,  1.47it/s, loss=0.736, pair=0.005, adv=4.490, sprd=0.018]
Ep 053/60 [S3:+sens]:  78%|█▌| 261/333 [02:58<00:48,  1.47it/s, loss=0.749, pair=0.006, adv=4.598, sprd=0.020]
Ep 053/60 [S3:+sens]:  79%|█▌| 262/333 [02:58<00:46,  1.53it/s, loss=0.749, pair=0.006, adv=4.598, sprd=0.020]
Ep 053/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:46,  1.53it/s, loss=0.723, pair=0.001, adv=4.444, sprd=0.016]
Ep 053/60 [S3:+sens]:  79%|█▌| 263/333 [02:59<00:46,  1.50it/s, loss=0.723, pair=0.001, adv=4.444, sprd=0.016]
Ep 053/60 [S3:+sens]:  79%|█▌| 263/333 [02:59<00:46,  1.50it/s, loss=0.755, pair=0.006, adv=4.730, sprd=0.022]
Ep 053/60 [S3:+sens]:  79%|█▌| 264/333 [02:59<00:44,  1.55it/s, loss=0.755, pair=0.006, adv=4.730, sprd=0.022]
Ep 053/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:44,  1.55it/s, loss=0.744, pair=0.001, adv=4.374, sprd=0.021]
Ep 053/60 [S3:+sens]:  80%|█▌| 265/333 [03:00<00:47,  1.44it/s, loss=0.744, pair=0.001, adv=4.374, sprd=0.021]
Ep 053/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:47,  1.44it/s, loss=0.765, pair=0.007, adv=4.324, sprd=0.026]
Ep 053/60 [S3:+sens]:  80%|█▌| 266/333 [03:01<00:44,  1.49it/s, loss=0.765, pair=0.007, adv=4.324, sprd=0.026]
Ep 053/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.49it/s, loss=0.765, pair=0.005, adv=4.664, sprd=0.027]
Ep 053/60 [S3:+sens]:  80%|█▌| 267/333 [03:02<00:46,  1.43it/s, loss=0.765, pair=0.005, adv=4.664, sprd=0.027]
Ep 053/60 [S3:+sens]:  80%|█▌| 267/333 [03:02<00:46,  1.43it/s, loss=0.784, pair=0.001, adv=4.120, sprd=0.030]
Ep 053/60 [S3:+sens]:  80%|█▌| 268/333 [03:02<00:44,  1.47it/s, loss=0.784, pair=0.001, adv=4.120, sprd=0.030]
Ep 053/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:44,  1.47it/s, loss=0.736, pair=0.001, adv=4.736, sprd=0.020]
Ep 053/60 [S3:+sens]:  81%|█▌| 269/333 [03:03<00:44,  1.44it/s, loss=0.736, pair=0.001, adv=4.736, sprd=0.020]
Ep 053/60 [S3:+sens]:  81%|█▌| 269/333 [03:03<00:44,  1.44it/s, loss=0.763, pair=0.003, adv=4.524, sprd=0.025]
Ep 053/60 [S3:+sens]:  81%|█▌| 270/333 [03:03<00:42,  1.49it/s, loss=0.763, pair=0.003, adv=4.524, sprd=0.025]
Ep 053/60 [S3:+sens]:  81%|█▌| 270/333 [03:04<00:42,  1.49it/s, loss=0.737, pair=0.005, adv=4.231, sprd=0.019]
Ep 053/60 [S3:+sens]:  81%|█▋| 271/333 [03:04<00:43,  1.43it/s, loss=0.737, pair=0.005, adv=4.231, sprd=0.019]
Ep 053/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:43,  1.43it/s, loss=0.749, pair=0.003, adv=4.385, sprd=0.023]
Ep 053/60 [S3:+sens]:  82%|█▋| 272/333 [03:05<00:40,  1.50it/s, loss=0.749, pair=0.003, adv=4.385, sprd=0.023]
Ep 053/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.50it/s, loss=0.723, pair=0.001, adv=4.330, sprd=0.017]
Ep 053/60 [S3:+sens]:  82%|█▋| 273/333 [03:06<00:41,  1.45it/s, loss=0.723, pair=0.001, adv=4.330, sprd=0.017]
Ep 053/60 [S3:+sens]:  82%|█▋| 273/333 [03:06<00:41,  1.45it/s, loss=0.788, pair=0.004, adv=4.667, sprd=0.032]
Ep 053/60 [S3:+sens]:  82%|█▋| 274/333 [03:06<00:39,  1.49it/s, loss=0.788, pair=0.004, adv=4.667, sprd=0.032]
Ep 053/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.49it/s, loss=0.785, pair=0.005, adv=4.373, sprd=0.029]
Ep 053/60 [S3:+sens]:  83%|█▋| 275/333 [03:07<00:40,  1.42it/s, loss=0.785, pair=0.005, adv=4.373, sprd=0.029]
Ep 053/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:40,  1.42it/s, loss=0.733, pair=0.000, adv=4.397, sprd=0.019]
Ep 053/60 [S3:+sens]:  83%|█▋| 276/333 [03:08<00:37,  1.51it/s, loss=0.733, pair=0.000, adv=4.397, sprd=0.019]
Ep 053/60 [S3:+sens]:  83%|█▋| 276/333 [03:08<00:37,  1.51it/s, loss=0.832, pair=0.006, adv=4.782, sprd=0.026]
Ep 053/60 [S3:+sens]:  83%|█▋| 277/333 [03:08<00:38,  1.46it/s, loss=0.832, pair=0.006, adv=4.782, sprd=0.026]
Ep 053/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:38,  1.46it/s, loss=0.768, pair=0.007, adv=5.000, sprd=0.027]
Ep 053/60 [S3:+sens]:  83%|█▋| 278/333 [03:09<00:36,  1.50it/s, loss=0.768, pair=0.007, adv=5.000, sprd=0.027]
Ep 053/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:36,  1.50it/s, loss=0.747, pair=0.005, adv=4.340, sprd=0.022]
Ep 053/60 [S3:+sens]:  84%|█▋| 279/333 [03:10<00:37,  1.44it/s, loss=0.747, pair=0.005, adv=4.340, sprd=0.022]
Ep 053/60 [S3:+sens]:  84%|█▋| 279/333 [03:10<00:37,  1.44it/s, loss=0.758, pair=0.004, adv=4.699, sprd=0.024]
Ep 053/60 [S3:+sens]:  84%|█▋| 280/333 [03:10<00:35,  1.50it/s, loss=0.758, pair=0.004, adv=4.699, sprd=0.024]
Ep 053/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:35,  1.50it/s, loss=0.749, pair=0.002, adv=4.127, sprd=0.023]
Ep 053/60 [S3:+sens]:  84%|█▋| 281/333 [03:11<00:36,  1.41it/s, loss=0.749, pair=0.002, adv=4.127, sprd=0.023]
Ep 053/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.41it/s, loss=0.749, pair=0.002, adv=4.662, sprd=0.022]
Ep 053/60 [S3:+sens]:  85%|█▋| 282/333 [03:12<00:34,  1.48it/s, loss=0.749, pair=0.002, adv=4.662, sprd=0.022]
Ep 053/60 [S3:+sens]:  85%|█▋| 282/333 [03:12<00:34,  1.48it/s, loss=0.756, pair=0.004, adv=4.475, sprd=0.023]
Ep 053/60 [S3:+sens]:  85%|█▋| 283/333 [03:12<00:35,  1.42it/s, loss=0.756, pair=0.004, adv=4.475, sprd=0.023]
Ep 053/60 [S3:+sens]:  85%|█▋| 283/333 [03:13<00:35,  1.42it/s, loss=0.720, pair=0.000, adv=4.745, sprd=0.017]
Ep 053/60 [S3:+sens]:  85%|█▋| 284/333 [03:13<00:32,  1.51it/s, loss=0.720, pair=0.000, adv=4.745, sprd=0.017]
Ep 053/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:32,  1.51it/s, loss=0.748, pair=0.001, adv=4.885, sprd=0.022]
Ep 053/60 [S3:+sens]:  86%|█▋| 285/333 [03:14<00:33,  1.43it/s, loss=0.748, pair=0.001, adv=4.885, sprd=0.022]
Ep 053/60 [S3:+sens]:  86%|█▋| 285/333 [03:14<00:33,  1.43it/s, loss=0.754, pair=0.002, adv=4.499, sprd=0.023]
Ep 053/60 [S3:+sens]:  86%|█▋| 286/333 [03:14<00:31,  1.49it/s, loss=0.754, pair=0.002, adv=4.499, sprd=0.023]
Ep 053/60 [S3:+sens]:  86%|█▋| 286/333 [03:15<00:31,  1.49it/s, loss=0.769, pair=0.007, adv=4.503, sprd=0.028]
Ep 053/60 [S3:+sens]:  86%|█▋| 287/333 [03:15<00:32,  1.42it/s, loss=0.769, pair=0.007, adv=4.503, sprd=0.028]
Ep 053/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.42it/s, loss=0.743, pair=0.000, adv=4.729, sprd=0.021]
Ep 053/60 [S3:+sens]:  86%|█▋| 288/333 [03:16<00:30,  1.50it/s, loss=0.743, pair=0.000, adv=4.729, sprd=0.021]
Ep 053/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.50it/s, loss=0.787, pair=0.009, adv=4.526, sprd=0.031]
Ep 053/60 [S3:+sens]:  87%|█▋| 289/333 [03:17<00:31,  1.38it/s, loss=0.787, pair=0.009, adv=4.526, sprd=0.031]
Ep 053/60 [S3:+sens]:  87%|█▋| 289/333 [03:17<00:31,  1.38it/s, loss=0.732, pair=0.001, adv=4.398, sprd=0.017]
Ep 053/60 [S3:+sens]:  87%|█▋| 290/333 [03:17<00:29,  1.47it/s, loss=0.732, pair=0.001, adv=4.398, sprd=0.017]
Ep 053/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:29,  1.47it/s, loss=0.750, pair=0.001, adv=4.734, sprd=0.024]
Ep 053/60 [S3:+sens]:  87%|█▋| 291/333 [03:18<00:30,  1.38it/s, loss=0.750, pair=0.001, adv=4.734, sprd=0.024]
Ep 053/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:30,  1.38it/s, loss=0.744, pair=0.005, adv=4.529, sprd=0.021]
Ep 053/60 [S3:+sens]:  88%|█▊| 292/333 [03:19<00:27,  1.47it/s, loss=0.744, pair=0.005, adv=4.529, sprd=0.021]
Ep 053/60 [S3:+sens]:  88%|█▊| 292/333 [03:19<00:27,  1.47it/s, loss=0.734, pair=0.000, adv=4.682, sprd=0.019]
Ep 053/60 [S3:+sens]:  88%|█▊| 293/333 [03:19<00:27,  1.45it/s, loss=0.734, pair=0.000, adv=4.682, sprd=0.019]
Ep 053/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:27,  1.45it/s, loss=0.764, pair=0.005, adv=4.772, sprd=0.027]
Ep 053/60 [S3:+sens]:  88%|█▊| 294/333 [03:20<00:25,  1.50it/s, loss=0.764, pair=0.005, adv=4.772, sprd=0.027]
Ep 053/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.50it/s, loss=0.821, pair=0.003, adv=4.764, sprd=0.024]
Ep 053/60 [S3:+sens]:  89%|█▊| 295/333 [03:21<00:26,  1.44it/s, loss=0.821, pair=0.003, adv=4.764, sprd=0.024]
Ep 053/60 [S3:+sens]:  89%|█▊| 295/333 [03:21<00:26,  1.44it/s, loss=0.756, pair=0.004, adv=4.760, sprd=0.024]
Ep 053/60 [S3:+sens]:  89%|█▊| 296/333 [03:21<00:24,  1.49it/s, loss=0.756, pair=0.004, adv=4.760, sprd=0.024]
Ep 053/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.49it/s, loss=0.740, pair=0.005, adv=3.939, sprd=0.019]
Ep 053/60 [S3:+sens]:  89%|█▊| 297/333 [03:22<00:26,  1.36it/s, loss=0.740, pair=0.005, adv=3.939, sprd=0.019]
Ep 053/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:26,  1.36it/s, loss=0.744, pair=0.003, adv=4.555, sprd=0.023]
Ep 053/60 [S3:+sens]:  89%|█▊| 298/333 [03:23<00:24,  1.45it/s, loss=0.744, pair=0.003, adv=4.555, sprd=0.023]
Ep 053/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:24,  1.45it/s, loss=0.763, pair=0.003, adv=4.646, sprd=0.027]
Ep 053/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:24,  1.41it/s, loss=0.763, pair=0.003, adv=4.646, sprd=0.027]
Ep 053/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:24,  1.41it/s, loss=0.746, pair=0.000, adv=4.597, sprd=0.023]
Ep 053/60 [S3:+sens]:  90%|█▊| 300/333 [03:24<00:22,  1.49it/s, loss=0.746, pair=0.000, adv=4.597, sprd=0.023]
Ep 053/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.49it/s, loss=0.732, pair=0.000, adv=4.607, sprd=0.019]
Ep 053/60 [S3:+sens]:  90%|█▊| 301/333 [03:25<00:22,  1.45it/s, loss=0.732, pair=0.000, adv=4.607, sprd=0.019]
Ep 053/60 [S3:+sens]:  90%|█▊| 301/333 [03:25<00:22,  1.45it/s, loss=0.734, pair=0.001, adv=4.250, sprd=0.021]
Ep 053/60 [S3:+sens]:  91%|█▊| 302/333 [03:25<00:20,  1.51it/s, loss=0.734, pair=0.001, adv=4.250, sprd=0.021]
Ep 053/60 [S3:+sens]:  91%|█▊| 302/333 [03:26<00:20,  1.51it/s, loss=0.757, pair=0.001, adv=4.378, sprd=0.026]
Ep 053/60 [S3:+sens]:  91%|█▊| 303/333 [03:26<00:20,  1.45it/s, loss=0.757, pair=0.001, adv=4.378, sprd=0.026]
Ep 053/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.45it/s, loss=0.751, pair=0.004, adv=4.582, sprd=0.022]
Ep 053/60 [S3:+sens]:  91%|█▊| 304/333 [03:27<00:19,  1.51it/s, loss=0.751, pair=0.004, adv=4.582, sprd=0.022]
Ep 053/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.51it/s, loss=0.767, pair=0.009, adv=4.729, sprd=0.025]
Ep 053/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:20,  1.39it/s, loss=0.767, pair=0.009, adv=4.729, sprd=0.025]
Ep 053/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:20,  1.39it/s, loss=0.746, pair=0.001, adv=4.451, sprd=0.022]
Ep 053/60 [S3:+sens]:  92%|█▊| 306/333 [03:28<00:18,  1.47it/s, loss=0.746, pair=0.001, adv=4.451, sprd=0.022]
Ep 053/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:18,  1.47it/s, loss=0.755, pair=0.001, adv=4.190, sprd=0.015]
Ep 053/60 [S3:+sens]:  92%|█▊| 307/333 [03:29<00:19,  1.36it/s, loss=0.755, pair=0.001, adv=4.190, sprd=0.015]
Ep 053/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:19,  1.36it/s, loss=0.747, pair=0.002, adv=4.892, sprd=0.022]
Ep 053/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:17,  1.44it/s, loss=0.747, pair=0.002, adv=4.892, sprd=0.022]
Ep 053/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:17,  1.44it/s, loss=0.814, pair=0.000, adv=4.474, sprd=0.022]
Ep 053/60 [S3:+sens]:  93%|█▊| 309/333 [03:30<00:17,  1.41it/s, loss=0.814, pair=0.000, adv=4.474, sprd=0.022]
Ep 053/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:17,  1.41it/s, loss=0.746, pair=0.000, adv=4.476, sprd=0.023]
Ep 053/60 [S3:+sens]:  93%|█▊| 310/333 [03:31<00:15,  1.48it/s, loss=0.746, pair=0.000, adv=4.476, sprd=0.023]
Ep 053/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.751, pair=0.000, adv=4.343, sprd=0.022]
Ep 053/60 [S3:+sens]:  93%|█▊| 311/333 [03:32<00:15,  1.45it/s, loss=0.751, pair=0.000, adv=4.343, sprd=0.022]
Ep 053/60 [S3:+sens]:  93%|█▊| 311/333 [03:32<00:15,  1.45it/s, loss=0.750, pair=0.001, adv=4.358, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▊| 312/333 [03:32<00:13,  1.51it/s, loss=0.750, pair=0.001, adv=4.358, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:13,  1.51it/s, loss=0.815, pair=0.000, adv=4.423, sprd=0.019]
Ep 053/60 [S3:+sens]:  94%|█▉| 313/333 [03:33<00:13,  1.46it/s, loss=0.815, pair=0.000, adv=4.423, sprd=0.019]
Ep 053/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.46it/s, loss=0.751, pair=0.000, adv=4.510, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▉| 314/333 [03:34<00:12,  1.51it/s, loss=0.751, pair=0.000, adv=4.510, sprd=0.024]
Ep 053/60 [S3:+sens]:  94%|█▉| 314/333 [03:34<00:12,  1.51it/s, loss=0.743, pair=0.000, adv=4.076, sprd=0.021]
Ep 053/60 [S3:+sens]:  95%|█▉| 315/333 [03:34<00:12,  1.44it/s, loss=0.743, pair=0.000, adv=4.076, sprd=0.021]
Ep 053/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:12,  1.44it/s, loss=0.741, pair=0.000, adv=4.653, sprd=0.020]
Ep 053/60 [S3:+sens]:  95%|█▉| 316/333 [03:35<00:11,  1.53it/s, loss=0.741, pair=0.000, adv=4.653, sprd=0.020]
Ep 053/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.53it/s, loss=0.758, pair=0.002, adv=4.671, sprd=0.026]
Ep 053/60 [S3:+sens]:  95%|█▉| 317/333 [03:36<00:11,  1.45it/s, loss=0.758, pair=0.002, adv=4.671, sprd=0.026]
Ep 053/60 [S3:+sens]:  95%|█▉| 317/333 [03:36<00:11,  1.45it/s, loss=0.754, pair=0.001, adv=4.298, sprd=0.022]
Ep 053/60 [S3:+sens]:  95%|█▉| 318/333 [03:36<00:09,  1.51it/s, loss=0.754, pair=0.001, adv=4.298, sprd=0.022]
Ep 053/60 [S3:+sens]:  95%|█▉| 318/333 [03:37<00:09,  1.51it/s, loss=0.745, pair=0.000, adv=4.482, sprd=0.022]
Ep 053/60 [S3:+sens]:  96%|█▉| 319/333 [03:37<00:09,  1.41it/s, loss=0.745, pair=0.000, adv=4.482, sprd=0.022]
Ep 053/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.41it/s, loss=0.726, pair=0.000, adv=3.892, sprd=0.017]
Ep 053/60 [S3:+sens]:  96%|█▉| 320/333 [03:38<00:08,  1.50it/s, loss=0.726, pair=0.000, adv=3.892, sprd=0.017]
Ep 053/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.50it/s, loss=0.738, pair=0.000, adv=4.733, sprd=0.018]
Ep 053/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.38it/s, loss=0.738, pair=0.000, adv=4.733, sprd=0.018]
Ep 053/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.38it/s, loss=0.751, pair=0.000, adv=4.480, sprd=0.022]
Ep 053/60 [S3:+sens]:  97%|█▉| 322/333 [03:39<00:07,  1.47it/s, loss=0.751, pair=0.000, adv=4.480, sprd=0.022]
Ep 053/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.47it/s, loss=0.841, pair=0.000, adv=4.899, sprd=0.028]
Ep 053/60 [S3:+sens]:  97%|█▉| 323/333 [03:40<00:07,  1.42it/s, loss=0.841, pair=0.000, adv=4.899, sprd=0.028]
Ep 053/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:07,  1.42it/s, loss=0.761, pair=0.000, adv=4.690, sprd=0.025]
Ep 053/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:06,  1.48it/s, loss=0.761, pair=0.000, adv=4.690, sprd=0.025]
Ep 053/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:06,  1.48it/s, loss=0.741, pair=0.000, adv=4.237, sprd=0.021]
Ep 053/60 [S3:+sens]:  98%|█▉| 325/333 [03:41<00:05,  1.40it/s, loss=0.741, pair=0.000, adv=4.237, sprd=0.021]
Ep 053/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.40it/s, loss=0.751, pair=0.000, adv=4.593, sprd=0.025]
Ep 053/60 [S3:+sens]:  98%|█▉| 326/333 [03:42<00:04,  1.48it/s, loss=0.751, pair=0.000, adv=4.593, sprd=0.025]
Ep 053/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.48it/s, loss=0.772, pair=0.000, adv=4.365, sprd=0.029]
Ep 053/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.42it/s, loss=0.772, pair=0.000, adv=4.365, sprd=0.029]
Ep 053/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.42it/s, loss=0.777, pair=0.000, adv=4.386, sprd=0.029]
Ep 053/60 [S3:+sens]:  98%|█▉| 328/333 [03:43<00:03,  1.47it/s, loss=0.777, pair=0.000, adv=4.386, sprd=0.029]
Ep 053/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.47it/s, loss=0.740, pair=0.000, adv=4.473, sprd=0.020]
Ep 053/60 [S3:+sens]:  99%|█▉| 329/333 [03:44<00:02,  1.44it/s, loss=0.740, pair=0.000, adv=4.473, sprd=0.020]
Ep 053/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.44it/s, loss=0.751, pair=0.000, adv=4.360, sprd=0.025]
Ep 053/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:01,  1.50it/s, loss=0.751, pair=0.000, adv=4.360, sprd=0.025]
Ep 053/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:01,  1.50it/s, loss=0.758, pair=0.002, adv=4.678, sprd=0.025]
Ep 053/60 [S3:+sens]:  99%|█▉| 331/333 [03:45<00:01,  1.44it/s, loss=0.758, pair=0.002, adv=4.678, sprd=0.025]
Ep 053/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.44it/s, loss=0.772, pair=0.001, adv=3.924, sprd=0.029]
Ep 053/60 [S3:+sens]: 100%|█▉| 332/333 [03:46<00:00,  1.49it/s, loss=0.772, pair=0.001, adv=3.924, sprd=0.029]
Ep 053/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.49it/s, loss=0.807, pair=0.000, adv=4.573, sprd=0.019]
Ep 053/60 [S3:+sens]: 100%|██| 333/333 [03:47<00:00,  1.44it/s, loss=0.807, pair=0.000, adv=4.573, sprd=0.019]
                                                                                                              
Epoch 053/60 [S3:+sens]  loss=0.7565  mat=0.3359  sens=1.0168  pair=0.0069  adv=4.4947(rand=3.37)  deg=0.0065  orth=0.0005  spread=0.0230  q_mean=50.8  q_std=16.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=9.11e-06  227s

Ep 054/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 054/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.746, pair=0.000, adv=4.359, sprd=0.021]
Ep 054/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:38,  1.20s/it, loss=0.746, pair=0.000, adv=4.359, sprd=0.021]
Ep 054/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:38,  1.20s/it, loss=0.742, pair=0.000, adv=4.355, sprd=0.020]
Ep 054/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:40,  1.18it/s, loss=0.742, pair=0.000, adv=4.355, sprd=0.020]
Ep 054/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:40,  1.18it/s, loss=0.740, pair=0.000, adv=4.067, sprd=0.020]
Ep 054/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:37,  1.19it/s, loss=0.740, pair=0.000, adv=4.067, sprd=0.020]
Ep 054/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:37,  1.19it/s, loss=0.784, pair=0.000, adv=4.203, sprd=0.032]
Ep 054/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:07,  1.33it/s, loss=0.784, pair=0.000, adv=4.203, sprd=0.032]
Ep 054/60 [S3:+sens]:   1%|    | 4/333 [00:04<04:07,  1.33it/s, loss=0.782, pair=0.000, adv=4.666, sprd=0.031]
Ep 054/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:13,  1.29it/s, loss=0.782, pair=0.000, adv=4.666, sprd=0.031]
Ep 054/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:13,  1.29it/s, loss=0.735, pair=0.003, adv=4.480, sprd=0.019]
Ep 054/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:51,  1.41it/s, loss=0.735, pair=0.003, adv=4.480, sprd=0.019]
Ep 054/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:51,  1.41it/s, loss=0.764, pair=0.000, adv=4.901, sprd=0.026]
Ep 054/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:05,  1.33it/s, loss=0.764, pair=0.000, adv=4.901, sprd=0.026]
Ep 054/60 [S3:+sens]:   2%|    | 7/333 [00:06<04:05,  1.33it/s, loss=0.741, pair=0.000, adv=4.355, sprd=0.020]
Ep 054/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:47,  1.43it/s, loss=0.741, pair=0.000, adv=4.355, sprd=0.020]
Ep 054/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:47,  1.43it/s, loss=0.749, pair=0.000, adv=4.498, sprd=0.020]
Ep 054/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:56,  1.37it/s, loss=0.749, pair=0.000, adv=4.498, sprd=0.020]
Ep 054/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:56,  1.37it/s, loss=0.722, pair=0.000, adv=4.014, sprd=0.016]
Ep 054/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:39,  1.47it/s, loss=0.722, pair=0.000, adv=4.014, sprd=0.016]
Ep 054/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:39,  1.47it/s, loss=0.738, pair=0.000, adv=4.227, sprd=0.019]
Ep 054/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.738, pair=0.000, adv=4.227, sprd=0.019]
Ep 054/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.745, pair=0.000, adv=4.330, sprd=0.021]
Ep 054/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:33,  1.50it/s, loss=0.745, pair=0.000, adv=4.330, sprd=0.021]
Ep 054/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:33,  1.50it/s, loss=0.745, pair=0.002, adv=4.245, sprd=0.020]
Ep 054/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:47,  1.40it/s, loss=0.745, pair=0.002, adv=4.245, sprd=0.020]
Ep 054/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:47,  1.40it/s, loss=0.738, pair=0.000, adv=4.317, sprd=0.020]
Ep 054/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:32,  1.50it/s, loss=0.738, pair=0.000, adv=4.317, sprd=0.020]
Ep 054/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:32,  1.50it/s, loss=0.752, pair=0.000, adv=4.586, sprd=0.022]
Ep 054/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:41,  1.44it/s, loss=0.752, pair=0.000, adv=4.586, sprd=0.022]
Ep 054/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:41,  1.44it/s, loss=0.752, pair=0.000, adv=4.380, sprd=0.023]
Ep 054/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:29,  1.51it/s, loss=0.752, pair=0.000, adv=4.380, sprd=0.023]
Ep 054/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:29,  1.51it/s, loss=0.741, pair=0.000, adv=4.717, sprd=0.020]
Ep 054/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.45it/s, loss=0.741, pair=0.000, adv=4.717, sprd=0.020]
Ep 054/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:37,  1.45it/s, loss=0.751, pair=0.000, adv=4.647, sprd=0.025]
Ep 054/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:28,  1.51it/s, loss=0.751, pair=0.000, adv=4.647, sprd=0.025]
Ep 054/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:28,  1.51it/s, loss=0.756, pair=0.000, adv=4.800, sprd=0.023]
Ep 054/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:44,  1.40it/s, loss=0.756, pair=0.000, adv=4.800, sprd=0.023]
Ep 054/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:44,  1.40it/s, loss=0.765, pair=0.000, adv=4.850, sprd=0.026]
Ep 054/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:32,  1.47it/s, loss=0.765, pair=0.000, adv=4.850, sprd=0.026]
Ep 054/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:32,  1.47it/s, loss=0.729, pair=0.000, adv=4.541, sprd=0.017]
Ep 054/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.43it/s, loss=0.729, pair=0.000, adv=4.541, sprd=0.017]
Ep 054/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.43it/s, loss=0.755, pair=0.000, adv=4.346, sprd=0.025]
Ep 054/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:28,  1.49it/s, loss=0.755, pair=0.000, adv=4.346, sprd=0.025]
Ep 054/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:28,  1.49it/s, loss=0.743, pair=0.000, adv=4.704, sprd=0.021]
Ep 054/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:37,  1.43it/s, loss=0.743, pair=0.000, adv=4.704, sprd=0.021]
Ep 054/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:37,  1.43it/s, loss=0.727, pair=0.000, adv=4.018, sprd=0.017]
Ep 054/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:24,  1.51it/s, loss=0.727, pair=0.000, adv=4.018, sprd=0.017]
Ep 054/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:24,  1.51it/s, loss=0.781, pair=0.006, adv=4.473, sprd=0.031]
Ep 054/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:34,  1.43it/s, loss=0.781, pair=0.006, adv=4.473, sprd=0.031]
Ep 054/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:34,  1.43it/s, loss=0.739, pair=0.000, adv=4.577, sprd=0.019]
Ep 054/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.739, pair=0.000, adv=4.577, sprd=0.019]
Ep 054/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:23,  1.51it/s, loss=0.743, pair=0.000, adv=4.701, sprd=0.021]
Ep 054/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:28,  1.47it/s, loss=0.743, pair=0.000, adv=4.701, sprd=0.021]
Ep 054/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:28,  1.47it/s, loss=0.759, pair=0.000, adv=4.747, sprd=0.025]
Ep 054/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:19,  1.53it/s, loss=0.759, pair=0.000, adv=4.747, sprd=0.025]
Ep 054/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:19,  1.53it/s, loss=0.755, pair=0.000, adv=4.497, sprd=0.025]
Ep 054/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:24,  1.48it/s, loss=0.755, pair=0.000, adv=4.497, sprd=0.025]
Ep 054/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:24,  1.48it/s, loss=0.764, pair=0.000, adv=4.728, sprd=0.025]
Ep 054/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:17,  1.54it/s, loss=0.764, pair=0.000, adv=4.728, sprd=0.025]
Ep 054/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:17,  1.54it/s, loss=0.749, pair=0.000, adv=4.576, sprd=0.021]
Ep 054/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:24,  1.48it/s, loss=0.749, pair=0.000, adv=4.576, sprd=0.021]
Ep 054/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:24,  1.48it/s, loss=0.744, pair=0.000, adv=4.589, sprd=0.021]
Ep 054/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:15,  1.54it/s, loss=0.744, pair=0.000, adv=4.589, sprd=0.021]
Ep 054/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:15,  1.54it/s, loss=0.753, pair=0.000, adv=4.648, sprd=0.023]
Ep 054/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:21,  1.49it/s, loss=0.753, pair=0.000, adv=4.648, sprd=0.023]
Ep 054/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:21,  1.49it/s, loss=0.774, pair=0.000, adv=4.788, sprd=0.029]
Ep 054/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:13,  1.54it/s, loss=0.774, pair=0.000, adv=4.788, sprd=0.029]
Ep 054/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:13,  1.54it/s, loss=0.731, pair=0.000, adv=3.926, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:20,  1.48it/s, loss=0.731, pair=0.000, adv=3.926, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:20,  1.48it/s, loss=0.751, pair=0.000, adv=4.898, sprd=0.022]
Ep 054/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:11,  1.55it/s, loss=0.751, pair=0.000, adv=4.898, sprd=0.022]
Ep 054/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:11,  1.55it/s, loss=0.798, pair=0.000, adv=4.885, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:18,  1.49it/s, loss=0.798, pair=0.000, adv=4.885, sprd=0.018]
Ep 054/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:18,  1.49it/s, loss=0.769, pair=0.000, adv=4.588, sprd=0.026]
Ep 054/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:13,  1.53it/s, loss=0.769, pair=0.000, adv=4.588, sprd=0.026]
Ep 054/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:13,  1.53it/s, loss=0.755, pair=0.000, adv=4.590, sprd=0.024]
Ep 054/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:21,  1.46it/s, loss=0.755, pair=0.000, adv=4.590, sprd=0.024]
Ep 054/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:21,  1.46it/s, loss=0.763, pair=0.000, adv=4.316, sprd=0.027]
Ep 054/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:13,  1.51it/s, loss=0.763, pair=0.000, adv=4.316, sprd=0.027]
Ep 054/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:13,  1.51it/s, loss=0.780, pair=0.001, adv=4.538, sprd=0.032]
Ep 054/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:29,  1.40it/s, loss=0.780, pair=0.001, adv=4.538, sprd=0.032]
Ep 054/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:29,  1.40it/s, loss=0.753, pair=0.000, adv=4.805, sprd=0.023]
Ep 054/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.753, pair=0.000, adv=4.805, sprd=0.023]
Ep 054/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:17,  1.47it/s, loss=0.758, pair=0.000, adv=4.385, sprd=0.024]
Ep 054/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:25,  1.41it/s, loss=0.758, pair=0.000, adv=4.385, sprd=0.024]
Ep 054/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:25,  1.41it/s, loss=0.729, pair=0.000, adv=4.379, sprd=0.017]
Ep 054/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:12,  1.50it/s, loss=0.729, pair=0.000, adv=4.379, sprd=0.017]
Ep 054/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:12,  1.50it/s, loss=0.739, pair=0.000, adv=4.140, sprd=0.021]
Ep 054/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.739, pair=0.000, adv=4.140, sprd=0.021]
Ep 054/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:21,  1.43it/s, loss=0.748, pair=0.000, adv=4.088, sprd=0.022]
Ep 054/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:12,  1.49it/s, loss=0.748, pair=0.000, adv=4.088, sprd=0.022]
Ep 054/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:12,  1.49it/s, loss=0.740, pair=0.000, adv=4.751, sprd=0.020]
Ep 054/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:16,  1.46it/s, loss=0.740, pair=0.000, adv=4.751, sprd=0.020]
Ep 054/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:16,  1.46it/s, loss=0.765, pair=0.000, adv=4.438, sprd=0.027]
Ep 054/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.51it/s, loss=0.765, pair=0.000, adv=4.438, sprd=0.027]
Ep 054/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:09,  1.51it/s, loss=0.746, pair=0.000, adv=4.296, sprd=0.022]
Ep 054/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:27,  1.37it/s, loss=0.746, pair=0.000, adv=4.296, sprd=0.022]
Ep 054/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:27,  1.37it/s, loss=0.734, pair=0.000, adv=4.288, sprd=0.019]
Ep 054/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:13,  1.46it/s, loss=0.734, pair=0.000, adv=4.288, sprd=0.019]
Ep 054/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:13,  1.46it/s, loss=0.730, pair=0.000, adv=4.461, sprd=0.020]
Ep 054/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:23,  1.38it/s, loss=0.730, pair=0.000, adv=4.461, sprd=0.020]
Ep 054/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:23,  1.38it/s, loss=0.767, pair=0.000, adv=4.144, sprd=0.027]
Ep 054/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:14,  1.45it/s, loss=0.767, pair=0.000, adv=4.144, sprd=0.027]
Ep 054/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:14,  1.45it/s, loss=0.754, pair=0.000, adv=4.416, sprd=0.024]
Ep 054/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:20,  1.40it/s, loss=0.754, pair=0.000, adv=4.416, sprd=0.024]
Ep 054/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:20,  1.40it/s, loss=0.750, pair=0.000, adv=4.687, sprd=0.024]
Ep 054/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:08,  1.48it/s, loss=0.750, pair=0.000, adv=4.687, sprd=0.024]
Ep 054/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:08,  1.48it/s, loss=0.747, pair=0.000, adv=4.645, sprd=0.022]
Ep 054/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.44it/s, loss=0.747, pair=0.000, adv=4.645, sprd=0.022]
Ep 054/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.44it/s, loss=0.760, pair=0.000, adv=4.840, sprd=0.025]
Ep 054/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:04,  1.50it/s, loss=0.760, pair=0.000, adv=4.840, sprd=0.025]
Ep 054/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.730, pair=0.000, adv=4.641, sprd=0.019]
Ep 054/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:09,  1.46it/s, loss=0.730, pair=0.000, adv=4.641, sprd=0.019]
Ep 054/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:09,  1.46it/s, loss=0.768, pair=0.000, adv=4.719, sprd=0.027]
Ep 054/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.768, pair=0.000, adv=4.719, sprd=0.027]
Ep 054/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.754, pair=0.000, adv=4.675, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:09,  1.44it/s, loss=0.754, pair=0.000, adv=4.675, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:09,  1.44it/s, loss=0.735, pair=0.000, adv=4.777, sprd=0.020]
Ep 054/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:00,  1.52it/s, loss=0.735, pair=0.000, adv=4.777, sprd=0.020]
Ep 054/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:00,  1.52it/s, loss=0.744, pair=0.000, adv=4.325, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:10,  1.43it/s, loss=0.744, pair=0.000, adv=4.325, sprd=0.021]
Ep 054/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:10,  1.43it/s, loss=0.764, pair=0.000, adv=4.776, sprd=0.025]
Ep 054/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:02,  1.48it/s, loss=0.764, pair=0.000, adv=4.776, sprd=0.025]
Ep 054/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:02,  1.48it/s, loss=0.766, pair=0.000, adv=4.402, sprd=0.026]
Ep 054/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:10,  1.42it/s, loss=0.766, pair=0.000, adv=4.402, sprd=0.026]
Ep 054/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:10,  1.42it/s, loss=0.732, pair=0.001, adv=4.414, sprd=0.018]
Ep 054/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:59,  1.50it/s, loss=0.732, pair=0.001, adv=4.414, sprd=0.018]
Ep 054/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:59,  1.50it/s, loss=0.741, pair=0.000, adv=4.193, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:04,  1.45it/s, loss=0.741, pair=0.000, adv=4.193, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.45it/s, loss=0.750, pair=0.000, adv=4.272, sprd=0.023]
Ep 054/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:56,  1.51it/s, loss=0.750, pair=0.000, adv=4.272, sprd=0.023]
Ep 054/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:56,  1.51it/s, loss=0.743, pair=0.000, adv=4.699, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:02,  1.46it/s, loss=0.743, pair=0.000, adv=4.699, sprd=0.020]
Ep 054/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:02,  1.46it/s, loss=0.755, pair=0.000, adv=4.036, sprd=0.024]
Ep 054/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:55,  1.51it/s, loss=0.755, pair=0.000, adv=4.036, sprd=0.024]
Ep 054/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:55,  1.51it/s, loss=0.737, pair=0.000, adv=4.617, sprd=0.020]
Ep 054/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:06,  1.42it/s, loss=0.737, pair=0.000, adv=4.617, sprd=0.020]
Ep 054/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:06,  1.42it/s, loss=0.772, pair=0.000, adv=4.475, sprd=0.027]
Ep 054/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:58,  1.47it/s, loss=0.772, pair=0.000, adv=4.475, sprd=0.027]
Ep 054/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:58,  1.47it/s, loss=0.749, pair=0.000, adv=4.680, sprd=0.020]
Ep 054/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:08,  1.39it/s, loss=0.749, pair=0.000, adv=4.680, sprd=0.020]
Ep 054/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:08,  1.39it/s, loss=0.756, pair=0.003, adv=4.537, sprd=0.023]
Ep 054/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:56,  1.48it/s, loss=0.756, pair=0.003, adv=4.537, sprd=0.023]
Ep 054/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.744, pair=0.001, adv=4.875, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:01,  1.43it/s, loss=0.744, pair=0.001, adv=4.875, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:01,  1.43it/s, loss=0.743, pair=0.000, adv=4.788, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.743, pair=0.000, adv=4.788, sprd=0.022]
Ep 054/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.748, pair=0.000, adv=4.881, sprd=0.022]
Ep 054/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:02,  1.42it/s, loss=0.748, pair=0.000, adv=4.881, sprd=0.022]
Ep 054/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:02,  1.42it/s, loss=0.741, pair=0.000, adv=4.612, sprd=0.020]
Ep 054/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:51,  1.49it/s, loss=0.741, pair=0.000, adv=4.612, sprd=0.020]
Ep 054/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:51,  1.49it/s, loss=0.751, pair=0.000, adv=4.533, sprd=0.021]
Ep 054/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.751, pair=0.000, adv=4.533, sprd=0.021]
Ep 054/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.773, pair=0.000, adv=4.659, sprd=0.030]
Ep 054/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:49,  1.51it/s, loss=0.773, pair=0.000, adv=4.659, sprd=0.030]
Ep 054/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:49,  1.51it/s, loss=0.813, pair=0.000, adv=4.529, sprd=0.019]
Ep 054/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:56,  1.44it/s, loss=0.813, pair=0.000, adv=4.529, sprd=0.019]
Ep 054/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:56,  1.44it/s, loss=0.749, pair=0.000, adv=4.559, sprd=0.022]
Ep 054/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.749, pair=0.000, adv=4.559, sprd=0.022]
Ep 054/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.740, pair=0.000, adv=4.361, sprd=0.020]
Ep 054/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:56,  1.43it/s, loss=0.740, pair=0.000, adv=4.361, sprd=0.020]
Ep 054/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:56,  1.43it/s, loss=0.760, pair=0.000, adv=4.483, sprd=0.024]
Ep 054/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:48,  1.49it/s, loss=0.760, pair=0.000, adv=4.483, sprd=0.024]
Ep 054/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:48,  1.49it/s, loss=0.744, pair=0.000, adv=4.245, sprd=0.021]
Ep 054/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.43it/s, loss=0.744, pair=0.000, adv=4.245, sprd=0.021]
Ep 054/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.43it/s, loss=0.759, pair=0.000, adv=4.687, sprd=0.023]
Ep 054/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:47,  1.49it/s, loss=0.759, pair=0.000, adv=4.687, sprd=0.023]
Ep 054/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.49it/s, loss=0.761, pair=0.000, adv=4.859, sprd=0.025]
Ep 054/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<03:00,  1.38it/s, loss=0.761, pair=0.000, adv=4.859, sprd=0.025]
Ep 054/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<03:00,  1.38it/s, loss=0.779, pair=0.000, adv=4.789, sprd=0.030]
Ep 054/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:50,  1.45it/s, loss=0.779, pair=0.000, adv=4.789, sprd=0.030]
Ep 054/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:50,  1.45it/s, loss=0.777, pair=0.001, adv=4.585, sprd=0.029]
Ep 054/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:54,  1.41it/s, loss=0.777, pair=0.001, adv=4.585, sprd=0.029]
Ep 054/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:54,  1.41it/s, loss=0.776, pair=0.000, adv=4.584, sprd=0.027]
Ep 054/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:46,  1.47it/s, loss=0.776, pair=0.000, adv=4.584, sprd=0.027]
Ep 054/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:46,  1.47it/s, loss=0.779, pair=0.005, adv=4.773, sprd=0.031]
Ep 054/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.41it/s, loss=0.779, pair=0.005, adv=4.773, sprd=0.031]
Ep 054/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:52,  1.41it/s, loss=0.730, pair=0.001, adv=4.536, sprd=0.018]
Ep 054/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:40,  1.52it/s, loss=0.730, pair=0.001, adv=4.536, sprd=0.018]
Ep 054/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:40,  1.52it/s, loss=0.737, pair=0.001, adv=4.528, sprd=0.018]
Ep 054/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:54,  1.38it/s, loss=0.737, pair=0.001, adv=4.528, sprd=0.018]
Ep 054/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:54,  1.38it/s, loss=0.747, pair=0.002, adv=4.236, sprd=0.023]
Ep 054/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:43,  1.48it/s, loss=0.747, pair=0.002, adv=4.236, sprd=0.023]
Ep 054/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:43,  1.48it/s, loss=0.753, pair=0.000, adv=4.497, sprd=0.024]
Ep 054/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:48,  1.43it/s, loss=0.753, pair=0.000, adv=4.497, sprd=0.024]
Ep 054/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:48,  1.43it/s, loss=0.772, pair=0.002, adv=4.425, sprd=0.028]
Ep 054/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:41,  1.48it/s, loss=0.772, pair=0.002, adv=4.425, sprd=0.028]
Ep 054/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.812, pair=0.001, adv=4.372, sprd=0.019]
Ep 054/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:47,  1.42it/s, loss=0.812, pair=0.001, adv=4.372, sprd=0.019]
Ep 054/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:47,  1.42it/s, loss=0.768, pair=0.000, adv=4.460, sprd=0.027]
Ep 054/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:40,  1.48it/s, loss=0.768, pair=0.000, adv=4.460, sprd=0.027]
Ep 054/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:40,  1.48it/s, loss=0.785, pair=0.002, adv=4.436, sprd=0.031]
Ep 054/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:48,  1.40it/s, loss=0.785, pair=0.002, adv=4.436, sprd=0.031]
Ep 054/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:48,  1.40it/s, loss=0.747, pair=0.000, adv=4.894, sprd=0.024]
Ep 054/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.49it/s, loss=0.747, pair=0.000, adv=4.894, sprd=0.024]
Ep 054/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.49it/s, loss=0.776, pair=0.003, adv=4.075, sprd=0.030]
Ep 054/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:49,  1.38it/s, loss=0.776, pair=0.003, adv=4.075, sprd=0.030]
Ep 054/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:49,  1.38it/s, loss=0.775, pair=0.007, adv=4.228, sprd=0.027]
Ep 054/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:41,  1.45it/s, loss=0.775, pair=0.007, adv=4.228, sprd=0.027]
Ep 054/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:41,  1.45it/s, loss=0.841, pair=0.001, adv=4.385, sprd=0.029]
Ep 054/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:47,  1.38it/s, loss=0.841, pair=0.001, adv=4.385, sprd=0.029]
Ep 054/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:47,  1.38it/s, loss=0.745, pair=0.000, adv=4.151, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:38,  1.46it/s, loss=0.745, pair=0.000, adv=4.151, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:38,  1.46it/s, loss=0.752, pair=0.000, adv=4.439, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.41it/s, loss=0.752, pair=0.000, adv=4.439, sprd=0.022]
Ep 054/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:42,  1.41it/s, loss=0.737, pair=0.000, adv=4.421, sprd=0.021]
Ep 054/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:34,  1.48it/s, loss=0.737, pair=0.000, adv=4.421, sprd=0.021]
Ep 054/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.769, pair=0.000, adv=4.496, sprd=0.028]
Ep 054/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:38,  1.44it/s, loss=0.769, pair=0.000, adv=4.496, sprd=0.028]
Ep 054/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:38,  1.44it/s, loss=0.776, pair=0.001, adv=4.612, sprd=0.030]
Ep 054/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.776, pair=0.001, adv=4.612, sprd=0.030]
Ep 054/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.765, pair=0.000, adv=4.614, sprd=0.026]
Ep 054/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.43it/s, loss=0.765, pair=0.000, adv=4.614, sprd=0.026]
Ep 054/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.43it/s, loss=0.748, pair=0.000, adv=4.484, sprd=0.023]
Ep 054/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:29,  1.50it/s, loss=0.748, pair=0.000, adv=4.484, sprd=0.023]
Ep 054/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:29,  1.50it/s, loss=0.757, pair=0.003, adv=5.028, sprd=0.024]
Ep 054/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.757, pair=0.003, adv=5.028, sprd=0.024]
Ep 054/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.724, pair=0.000, adv=4.489, sprd=0.018]
Ep 054/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:24,  1.54it/s, loss=0.724, pair=0.000, adv=4.489, sprd=0.018]
Ep 054/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:24,  1.54it/s, loss=0.757, pair=0.000, adv=4.822, sprd=0.023]
Ep 054/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:36,  1.42it/s, loss=0.757, pair=0.000, adv=4.822, sprd=0.023]
Ep 054/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:36,  1.42it/s, loss=0.777, pair=0.004, adv=3.953, sprd=0.028]
Ep 054/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:29,  1.47it/s, loss=0.777, pair=0.004, adv=3.953, sprd=0.028]
Ep 054/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:29,  1.47it/s, loss=0.822, pair=0.000, adv=4.539, sprd=0.023]
Ep 054/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:33,  1.44it/s, loss=0.822, pair=0.000, adv=4.539, sprd=0.023]
Ep 054/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.44it/s, loss=0.736, pair=0.000, adv=4.443, sprd=0.019]
Ep 054/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:24,  1.52it/s, loss=0.736, pair=0.000, adv=4.443, sprd=0.019]
Ep 054/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:24,  1.52it/s, loss=0.790, pair=0.002, adv=4.741, sprd=0.034]
Ep 054/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.790, pair=0.002, adv=4.741, sprd=0.034]
Ep 054/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:33,  1.42it/s, loss=0.758, pair=0.000, adv=4.579, sprd=0.024]
Ep 054/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:26,  1.48it/s, loss=0.758, pair=0.000, adv=4.579, sprd=0.024]
Ep 054/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:26,  1.48it/s, loss=0.735, pair=0.000, adv=4.099, sprd=0.019]
Ep 054/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:28,  1.45it/s, loss=0.735, pair=0.000, adv=4.099, sprd=0.019]
Ep 054/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:28,  1.45it/s, loss=0.762, pair=0.000, adv=4.439, sprd=0.026]
Ep 054/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:22,  1.50it/s, loss=0.762, pair=0.000, adv=4.439, sprd=0.026]
Ep 054/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:22,  1.50it/s, loss=0.821, pair=0.000, adv=4.403, sprd=0.023]
Ep 054/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.821, pair=0.000, adv=4.403, sprd=0.023]
Ep 054/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.757, pair=0.000, adv=4.494, sprd=0.024]
Ep 054/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:22,  1.50it/s, loss=0.757, pair=0.000, adv=4.494, sprd=0.024]
Ep 054/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:22,  1.50it/s, loss=0.734, pair=0.000, adv=4.170, sprd=0.016]
Ep 054/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:31,  1.40it/s, loss=0.734, pair=0.000, adv=4.170, sprd=0.016]
Ep 054/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:31,  1.40it/s, loss=0.747, pair=0.000, adv=4.552, sprd=0.023]
Ep 054/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:23,  1.47it/s, loss=0.747, pair=0.000, adv=4.552, sprd=0.023]
Ep 054/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:23,  1.47it/s, loss=0.761, pair=0.000, adv=4.782, sprd=0.026]
Ep 054/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:27,  1.43it/s, loss=0.761, pair=0.000, adv=4.782, sprd=0.026]
Ep 054/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.749, pair=0.000, adv=4.329, sprd=0.022]
Ep 054/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:20,  1.49it/s, loss=0.749, pair=0.000, adv=4.329, sprd=0.022]
Ep 054/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:20,  1.49it/s, loss=0.786, pair=0.001, adv=4.392, sprd=0.032]
Ep 054/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.786, pair=0.001, adv=4.392, sprd=0.032]
Ep 054/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:25,  1.43it/s, loss=0.765, pair=0.000, adv=4.369, sprd=0.027]
Ep 054/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:19,  1.48it/s, loss=0.765, pair=0.000, adv=4.369, sprd=0.027]
Ep 054/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:19,  1.48it/s, loss=0.756, pair=0.000, adv=4.356, sprd=0.026]
Ep 054/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:23,  1.43it/s, loss=0.756, pair=0.000, adv=4.356, sprd=0.026]
Ep 054/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:23,  1.43it/s, loss=0.723, pair=0.000, adv=3.973, sprd=0.015]
Ep 054/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:13,  1.53it/s, loss=0.723, pair=0.000, adv=3.973, sprd=0.015]
Ep 054/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:13,  1.53it/s, loss=0.759, pair=0.000, adv=4.721, sprd=0.026]
Ep 054/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:27,  1.38it/s, loss=0.759, pair=0.000, adv=4.721, sprd=0.026]
Ep 054/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:27,  1.38it/s, loss=0.751, pair=0.000, adv=4.015, sprd=0.024]
Ep 054/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:20,  1.45it/s, loss=0.751, pair=0.000, adv=4.015, sprd=0.024]
Ep 054/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:20,  1.45it/s, loss=0.752, pair=0.000, adv=4.255, sprd=0.023]
Ep 054/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.41it/s, loss=0.752, pair=0.000, adv=4.255, sprd=0.023]
Ep 054/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:23,  1.41it/s, loss=0.741, pair=0.000, adv=4.024, sprd=0.020]
Ep 054/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:15,  1.48it/s, loss=0.741, pair=0.000, adv=4.024, sprd=0.020]
Ep 054/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.761, pair=0.000, adv=4.709, sprd=0.025]
Ep 054/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:21,  1.42it/s, loss=0.761, pair=0.000, adv=4.709, sprd=0.025]
Ep 054/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:21,  1.42it/s, loss=0.730, pair=0.002, adv=4.576, sprd=0.018]
Ep 054/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.730, pair=0.002, adv=4.576, sprd=0.018]
Ep 054/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:12,  1.50it/s, loss=0.771, pair=0.001, adv=4.307, sprd=0.028]
Ep 054/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.771, pair=0.001, adv=4.307, sprd=0.028]
Ep 054/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.756, pair=0.000, adv=4.642, sprd=0.024]
Ep 054/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:11,  1.50it/s, loss=0.756, pair=0.000, adv=4.642, sprd=0.024]
Ep 054/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.50it/s, loss=0.756, pair=0.000, adv=4.655, sprd=0.025]
Ep 054/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:16,  1.43it/s, loss=0.756, pair=0.000, adv=4.655, sprd=0.025]
Ep 054/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:16,  1.43it/s, loss=0.730, pair=0.000, adv=4.210, sprd=0.017]
Ep 054/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:08,  1.52it/s, loss=0.730, pair=0.000, adv=4.210, sprd=0.017]
Ep 054/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:08,  1.52it/s, loss=0.746, pair=0.000, adv=4.721, sprd=0.020]
Ep 054/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:11,  1.47it/s, loss=0.746, pair=0.000, adv=4.721, sprd=0.020]
Ep 054/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:11,  1.47it/s, loss=0.710, pair=0.000, adv=4.224, sprd=0.015]
Ep 054/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:03,  1.56it/s, loss=0.710, pair=0.000, adv=4.224, sprd=0.015]
Ep 054/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:03,  1.56it/s, loss=0.781, pair=0.006, adv=4.321, sprd=0.030]
Ep 054/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.781, pair=0.006, adv=4.321, sprd=0.030]
Ep 054/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.724, pair=0.000, adv=4.544, sprd=0.016]
Ep 054/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:03,  1.55it/s, loss=0.724, pair=0.000, adv=4.544, sprd=0.016]
Ep 054/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:03,  1.55it/s, loss=0.746, pair=0.003, adv=4.613, sprd=0.021]
Ep 054/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:08,  1.47it/s, loss=0.746, pair=0.003, adv=4.613, sprd=0.021]
Ep 054/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:08,  1.47it/s, loss=0.767, pair=0.001, adv=4.829, sprd=0.028]
Ep 054/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:03,  1.53it/s, loss=0.767, pair=0.001, adv=4.829, sprd=0.028]
Ep 054/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:03,  1.53it/s, loss=0.765, pair=0.002, adv=4.529, sprd=0.026]
Ep 054/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:14,  1.40it/s, loss=0.765, pair=0.002, adv=4.529, sprd=0.026]
Ep 054/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:14,  1.40it/s, loss=0.767, pair=0.006, adv=4.654, sprd=0.027]
Ep 054/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:07,  1.47it/s, loss=0.767, pair=0.006, adv=4.654, sprd=0.027]
Ep 054/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:07,  1.47it/s, loss=0.743, pair=0.001, adv=4.502, sprd=0.021]
Ep 054/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.743, pair=0.001, adv=4.502, sprd=0.021]
Ep 054/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.43it/s, loss=0.744, pair=0.003, adv=4.111, sprd=0.022]
Ep 054/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:04,  1.49it/s, loss=0.744, pair=0.003, adv=4.111, sprd=0.022]
Ep 054/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:04,  1.49it/s, loss=0.741, pair=0.001, adv=4.242, sprd=0.020]
Ep 054/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:07,  1.44it/s, loss=0.741, pair=0.001, adv=4.242, sprd=0.020]
Ep 054/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:07,  1.44it/s, loss=0.756, pair=0.002, adv=4.155, sprd=0.023]
Ep 054/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.50it/s, loss=0.756, pair=0.002, adv=4.155, sprd=0.023]
Ep 054/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.50it/s, loss=0.726, pair=0.000, adv=4.094, sprd=0.017]
Ep 054/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:05,  1.45it/s, loss=0.726, pair=0.000, adv=4.094, sprd=0.017]
Ep 054/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.771, pair=0.002, adv=4.653, sprd=0.027]
Ep 054/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:00,  1.50it/s, loss=0.771, pair=0.002, adv=4.653, sprd=0.027]
Ep 054/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:00,  1.50it/s, loss=0.758, pair=0.000, adv=4.892, sprd=0.024]
Ep 054/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.44it/s, loss=0.758, pair=0.000, adv=4.892, sprd=0.024]
Ep 054/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.44it/s, loss=0.745, pair=0.000, adv=4.833, sprd=0.021]
Ep 054/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:57,  1.52it/s, loss=0.745, pair=0.000, adv=4.833, sprd=0.021]
Ep 054/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:57,  1.52it/s, loss=0.750, pair=0.000, adv=4.780, sprd=0.024]
Ep 054/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:07,  1.40it/s, loss=0.750, pair=0.000, adv=4.780, sprd=0.024]
Ep 054/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:07,  1.40it/s, loss=0.753, pair=0.002, adv=4.887, sprd=0.025]
Ep 054/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:59,  1.48it/s, loss=0.753, pair=0.002, adv=4.887, sprd=0.025]
Ep 054/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:59,  1.48it/s, loss=0.771, pair=0.001, adv=4.452, sprd=0.029]
Ep 054/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.771, pair=0.001, adv=4.452, sprd=0.029]
Ep 054/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.750, pair=0.002, adv=4.051, sprd=0.023]
Ep 054/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:59,  1.47it/s, loss=0.750, pair=0.002, adv=4.051, sprd=0.023]
Ep 054/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:59,  1.47it/s, loss=0.754, pair=0.000, adv=4.092, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.754, pair=0.000, adv=4.092, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<02:02,  1.42it/s, loss=0.733, pair=0.000, adv=4.626, sprd=0.020]
Ep 054/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.49it/s, loss=0.733, pair=0.000, adv=4.626, sprd=0.020]
Ep 054/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.49it/s, loss=0.747, pair=0.001, adv=4.332, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:01,  1.42it/s, loss=0.747, pair=0.001, adv=4.332, sprd=0.024]
Ep 054/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:01,  1.42it/s, loss=0.763, pair=0.001, adv=4.407, sprd=0.027]
Ep 054/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:55,  1.48it/s, loss=0.763, pair=0.001, adv=4.407, sprd=0.027]
Ep 054/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:55,  1.48it/s, loss=0.755, pair=0.001, adv=4.373, sprd=0.024]
Ep 054/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.755, pair=0.001, adv=4.373, sprd=0.024]
Ep 054/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.752, pair=0.000, adv=4.486, sprd=0.023]
Ep 054/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:53,  1.48it/s, loss=0.752, pair=0.000, adv=4.486, sprd=0.023]
Ep 054/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.48it/s, loss=0.737, pair=0.000, adv=4.292, sprd=0.020]
Ep 054/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:56,  1.44it/s, loss=0.737, pair=0.000, adv=4.292, sprd=0.020]
Ep 054/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:56,  1.44it/s, loss=0.745, pair=0.000, adv=4.615, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.745, pair=0.000, adv=4.615, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:50,  1.51it/s, loss=0.747, pair=0.000, adv=4.422, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:59,  1.39it/s, loss=0.747, pair=0.000, adv=4.422, sprd=0.021]
Ep 054/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:59,  1.39it/s, loss=0.730, pair=0.000, adv=4.581, sprd=0.018]
Ep 054/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:50,  1.49it/s, loss=0.730, pair=0.000, adv=4.581, sprd=0.018]
Ep 054/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.806, pair=0.000, adv=4.166, sprd=0.019]
Ep 054/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.42it/s, loss=0.806, pair=0.000, adv=4.166, sprd=0.019]
Ep 054/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:55,  1.42it/s, loss=0.754, pair=0.000, adv=4.941, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.51it/s, loss=0.754, pair=0.000, adv=4.941, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.51it/s, loss=0.760, pair=0.000, adv=4.484, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.760, pair=0.000, adv=4.484, sprd=0.024]
Ep 054/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.757, pair=0.000, adv=4.274, sprd=0.025]
Ep 054/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.757, pair=0.000, adv=4.274, sprd=0.025]
Ep 054/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.50it/s, loss=0.747, pair=0.000, adv=4.311, sprd=0.021]
Ep 054/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.747, pair=0.000, adv=4.311, sprd=0.021]
Ep 054/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.741, pair=0.000, adv=4.343, sprd=0.022]
Ep 054/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.50it/s, loss=0.741, pair=0.000, adv=4.343, sprd=0.022]
Ep 054/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.752, pair=0.000, adv=4.515, sprd=0.024]
Ep 054/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:53,  1.39it/s, loss=0.752, pair=0.000, adv=4.515, sprd=0.024]
Ep 054/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:53,  1.39it/s, loss=0.733, pair=0.003, adv=4.220, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.733, pair=0.003, adv=4.220, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.48it/s, loss=0.739, pair=0.000, adv=4.488, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:49,  1.43it/s, loss=0.739, pair=0.000, adv=4.488, sprd=0.019]
Ep 054/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:49,  1.43it/s, loss=0.771, pair=0.002, adv=4.488, sprd=0.028]
Ep 054/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.49it/s, loss=0.771, pair=0.002, adv=4.488, sprd=0.028]
Ep 054/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.49it/s, loss=0.767, pair=0.000, adv=4.415, sprd=0.029]
Ep 054/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.767, pair=0.000, adv=4.415, sprd=0.029]
Ep 054/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.733, pair=0.000, adv=3.887, sprd=0.018]
Ep 054/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.50it/s, loss=0.733, pair=0.000, adv=3.887, sprd=0.018]
Ep 054/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.756, pair=0.000, adv=4.494, sprd=0.025]
Ep 054/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.43it/s, loss=0.756, pair=0.000, adv=4.494, sprd=0.025]
Ep 054/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:46,  1.43it/s, loss=0.758, pair=0.000, adv=4.291, sprd=0.027]
Ep 054/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.758, pair=0.000, adv=4.291, sprd=0.027]
Ep 054/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.758, pair=0.001, adv=4.051, sprd=0.023]
Ep 054/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.43it/s, loss=0.758, pair=0.001, adv=4.051, sprd=0.023]
Ep 054/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.43it/s, loss=0.731, pair=0.000, adv=4.424, sprd=0.019]
Ep 054/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:39,  1.50it/s, loss=0.731, pair=0.000, adv=4.424, sprd=0.019]
Ep 054/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:39,  1.50it/s, loss=0.738, pair=0.000, adv=4.342, sprd=0.021]
Ep 054/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.44it/s, loss=0.738, pair=0.000, adv=4.342, sprd=0.021]
Ep 054/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.44it/s, loss=0.746, pair=0.000, adv=4.469, sprd=0.021]
Ep 054/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:37,  1.51it/s, loss=0.746, pair=0.000, adv=4.469, sprd=0.021]
Ep 054/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:37,  1.51it/s, loss=0.735, pair=0.000, adv=4.376, sprd=0.018]
Ep 054/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:38,  1.48it/s, loss=0.735, pair=0.000, adv=4.376, sprd=0.018]
Ep 054/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:38,  1.48it/s, loss=0.750, pair=0.000, adv=4.486, sprd=0.022]
Ep 054/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.52it/s, loss=0.750, pair=0.000, adv=4.486, sprd=0.022]
Ep 054/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.52it/s, loss=0.739, pair=0.000, adv=4.798, sprd=0.020]
Ep 054/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.41it/s, loss=0.739, pair=0.000, adv=4.798, sprd=0.020]
Ep 054/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:41,  1.41it/s, loss=0.748, pair=0.000, adv=4.441, sprd=0.022]
Ep 054/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:36,  1.47it/s, loss=0.748, pair=0.000, adv=4.441, sprd=0.022]
Ep 054/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.47it/s, loss=0.756, pair=0.000, adv=4.504, sprd=0.025]
Ep 054/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.45it/s, loss=0.756, pair=0.000, adv=4.504, sprd=0.025]
Ep 054/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.45it/s, loss=0.747, pair=0.000, adv=4.942, sprd=0.022]
Ep 054/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:32,  1.52it/s, loss=0.747, pair=0.000, adv=4.942, sprd=0.022]
Ep 054/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.773, pair=0.000, adv=4.713, sprd=0.029]
Ep 054/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.773, pair=0.000, adv=4.713, sprd=0.029]
Ep 054/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.767, pair=0.000, adv=4.458, sprd=0.026]
Ep 054/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:32,  1.50it/s, loss=0.767, pair=0.000, adv=4.458, sprd=0.026]
Ep 054/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:32,  1.50it/s, loss=0.721, pair=0.000, adv=4.296, sprd=0.017]
Ep 054/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.42it/s, loss=0.721, pair=0.000, adv=4.296, sprd=0.017]
Ep 054/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:36,  1.42it/s, loss=0.769, pair=0.000, adv=4.041, sprd=0.026]
Ep 054/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:32,  1.48it/s, loss=0.769, pair=0.000, adv=4.041, sprd=0.026]
Ep 054/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.48it/s, loss=0.758, pair=0.000, adv=4.363, sprd=0.024]
Ep 054/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.758, pair=0.000, adv=4.363, sprd=0.024]
Ep 054/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:35,  1.42it/s, loss=0.750, pair=0.000, adv=4.401, sprd=0.023]
Ep 054/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.49it/s, loss=0.750, pair=0.000, adv=4.401, sprd=0.023]
Ep 054/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.49it/s, loss=0.736, pair=0.003, adv=4.668, sprd=0.019]
Ep 054/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:34,  1.42it/s, loss=0.736, pair=0.003, adv=4.668, sprd=0.019]
Ep 054/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:34,  1.42it/s, loss=0.745, pair=0.000, adv=4.727, sprd=0.021]
Ep 054/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.49it/s, loss=0.745, pair=0.000, adv=4.727, sprd=0.021]
Ep 054/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.49it/s, loss=0.782, pair=0.000, adv=4.575, sprd=0.029]
Ep 054/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.42it/s, loss=0.782, pair=0.000, adv=4.575, sprd=0.029]
Ep 054/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:32,  1.42it/s, loss=0.783, pair=0.001, adv=4.527, sprd=0.031]
Ep 054/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:29,  1.47it/s, loss=0.783, pair=0.001, adv=4.527, sprd=0.031]
Ep 054/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.47it/s, loss=0.755, pair=0.004, adv=4.364, sprd=0.022]
Ep 054/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:33,  1.40it/s, loss=0.755, pair=0.004, adv=4.364, sprd=0.022]
Ep 054/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:33,  1.40it/s, loss=0.751, pair=0.001, adv=4.795, sprd=0.024]
Ep 054/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:28,  1.46it/s, loss=0.751, pair=0.001, adv=4.795, sprd=0.024]
Ep 054/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:28,  1.46it/s, loss=0.778, pair=0.008, adv=4.353, sprd=0.029]
Ep 054/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:30,  1.41it/s, loss=0.778, pair=0.008, adv=4.353, sprd=0.029]
Ep 054/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:30,  1.41it/s, loss=0.758, pair=0.001, adv=4.696, sprd=0.024]
Ep 054/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:25,  1.48it/s, loss=0.758, pair=0.001, adv=4.696, sprd=0.024]
Ep 054/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.821, pair=0.000, adv=4.493, sprd=0.022]
Ep 054/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.43it/s, loss=0.821, pair=0.000, adv=4.493, sprd=0.022]
Ep 054/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.43it/s, loss=0.769, pair=0.000, adv=4.438, sprd=0.027]
Ep 054/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:24,  1.49it/s, loss=0.769, pair=0.000, adv=4.438, sprd=0.027]
Ep 054/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:24,  1.49it/s, loss=0.761, pair=0.002, adv=4.867, sprd=0.025]
Ep 054/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:27,  1.41it/s, loss=0.761, pair=0.002, adv=4.867, sprd=0.025]
Ep 054/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:27,  1.41it/s, loss=0.760, pair=0.001, adv=4.727, sprd=0.024]
Ep 054/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.50it/s, loss=0.760, pair=0.001, adv=4.727, sprd=0.024]
Ep 054/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:21,  1.50it/s, loss=0.764, pair=0.010, adv=4.468, sprd=0.026]
Ep 054/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.764, pair=0.010, adv=4.468, sprd=0.026]
Ep 054/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.42it/s, loss=0.783, pair=0.008, adv=4.520, sprd=0.031]
Ep 054/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:22,  1.47it/s, loss=0.783, pair=0.008, adv=4.520, sprd=0.031]
Ep 054/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:22,  1.47it/s, loss=0.743, pair=0.006, adv=4.388, sprd=0.021]
Ep 054/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.42it/s, loss=0.743, pair=0.006, adv=4.388, sprd=0.021]
Ep 054/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:24,  1.42it/s, loss=0.759, pair=0.005, adv=4.487, sprd=0.024]
Ep 054/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.759, pair=0.005, adv=4.487, sprd=0.024]
Ep 054/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.736, pair=0.011, adv=4.240, sprd=0.020]
Ep 054/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:23,  1.42it/s, loss=0.736, pair=0.011, adv=4.240, sprd=0.020]
Ep 054/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:23,  1.42it/s, loss=0.754, pair=0.006, adv=4.273, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:18,  1.49it/s, loss=0.754, pair=0.006, adv=4.273, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:18,  1.49it/s, loss=0.756, pair=0.002, adv=4.139, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.756, pair=0.002, adv=4.139, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.757, pair=0.001, adv=4.500, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.50it/s, loss=0.757, pair=0.001, adv=4.500, sprd=0.023]
Ep 054/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.50it/s, loss=0.750, pair=0.005, adv=4.728, sprd=0.023]
Ep 054/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:17,  1.48it/s, loss=0.750, pair=0.005, adv=4.728, sprd=0.023]
Ep 054/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:17,  1.48it/s, loss=0.773, pair=0.001, adv=4.427, sprd=0.026]
Ep 054/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.773, pair=0.001, adv=4.427, sprd=0.026]
Ep 054/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.745, pair=0.001, adv=4.330, sprd=0.021]
Ep 054/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.45it/s, loss=0.745, pair=0.001, adv=4.330, sprd=0.021]
Ep 054/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.744, pair=0.002, adv=4.760, sprd=0.022]
Ep 054/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:12,  1.53it/s, loss=0.744, pair=0.002, adv=4.760, sprd=0.022]
Ep 054/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:12,  1.53it/s, loss=0.815, pair=0.002, adv=4.727, sprd=0.023]
Ep 054/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.47it/s, loss=0.815, pair=0.002, adv=4.727, sprd=0.023]
Ep 054/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:15,  1.47it/s, loss=0.768, pair=0.002, adv=4.866, sprd=0.027]
Ep 054/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:11,  1.52it/s, loss=0.768, pair=0.002, adv=4.866, sprd=0.027]
Ep 054/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:11,  1.52it/s, loss=0.743, pair=0.000, adv=4.300, sprd=0.020]
Ep 054/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:13,  1.47it/s, loss=0.743, pair=0.000, adv=4.300, sprd=0.020]
Ep 054/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:13,  1.47it/s, loss=0.755, pair=0.002, adv=4.362, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:10,  1.53it/s, loss=0.755, pair=0.002, adv=4.362, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:10,  1.53it/s, loss=0.755, pair=0.001, adv=4.423, sprd=0.023]
Ep 054/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:13,  1.45it/s, loss=0.755, pair=0.001, adv=4.423, sprd=0.023]
Ep 054/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.45it/s, loss=0.756, pair=0.000, adv=4.392, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.51it/s, loss=0.756, pair=0.000, adv=4.392, sprd=0.024]
Ep 054/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.51it/s, loss=0.745, pair=0.001, adv=4.280, sprd=0.021]
Ep 054/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:11,  1.46it/s, loss=0.745, pair=0.001, adv=4.280, sprd=0.021]
Ep 054/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:11,  1.46it/s, loss=0.741, pair=0.000, adv=4.199, sprd=0.021]
Ep 054/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.51it/s, loss=0.741, pair=0.000, adv=4.199, sprd=0.021]
Ep 054/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.51it/s, loss=0.765, pair=0.000, adv=4.445, sprd=0.026]
Ep 054/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.42it/s, loss=0.765, pair=0.000, adv=4.445, sprd=0.026]
Ep 054/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.42it/s, loss=0.725, pair=0.002, adv=4.090, sprd=0.015]
Ep 054/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.52it/s, loss=0.725, pair=0.002, adv=4.090, sprd=0.015]
Ep 054/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.52it/s, loss=0.758, pair=0.001, adv=4.511, sprd=0.023]
Ep 054/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:08,  1.46it/s, loss=0.758, pair=0.001, adv=4.511, sprd=0.023]
Ep 054/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:08,  1.46it/s, loss=0.757, pair=0.001, adv=4.619, sprd=0.024]
Ep 054/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:05,  1.51it/s, loss=0.757, pair=0.001, adv=4.619, sprd=0.024]
Ep 054/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.51it/s, loss=0.773, pair=0.003, adv=4.755, sprd=0.029]
Ep 054/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.44it/s, loss=0.773, pair=0.003, adv=4.755, sprd=0.029]
Ep 054/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.44it/s, loss=0.755, pair=0.001, adv=4.433, sprd=0.024]
Ep 054/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:03,  1.52it/s, loss=0.755, pair=0.001, adv=4.433, sprd=0.024]
Ep 054/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:03,  1.52it/s, loss=0.749, pair=0.002, adv=4.476, sprd=0.021]
Ep 054/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.44it/s, loss=0.749, pair=0.002, adv=4.476, sprd=0.021]
Ep 054/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.44it/s, loss=0.751, pair=0.001, adv=4.137, sprd=0.024]
Ep 054/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.50it/s, loss=0.751, pair=0.001, adv=4.137, sprd=0.024]
Ep 054/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.750, pair=0.000, adv=4.458, sprd=0.022]
Ep 054/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.45it/s, loss=0.750, pair=0.000, adv=4.458, sprd=0.022]
Ep 054/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.45it/s, loss=0.746, pair=0.000, adv=4.519, sprd=0.022]
Ep 054/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:01,  1.52it/s, loss=0.746, pair=0.000, adv=4.519, sprd=0.022]
Ep 054/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.52it/s, loss=0.759, pair=0.001, adv=4.649, sprd=0.024]
Ep 054/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.42it/s, loss=0.759, pair=0.001, adv=4.649, sprd=0.024]
Ep 054/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.741, pair=0.000, adv=4.321, sprd=0.020]
Ep 054/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.50it/s, loss=0.741, pair=0.000, adv=4.321, sprd=0.020]
Ep 054/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.50it/s, loss=0.766, pair=0.001, adv=4.348, sprd=0.026]
Ep 054/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:02,  1.43it/s, loss=0.766, pair=0.001, adv=4.348, sprd=0.026]
Ep 054/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.43it/s, loss=0.753, pair=0.000, adv=4.291, sprd=0.022]
Ep 054/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.753, pair=0.000, adv=4.291, sprd=0.022]
Ep 054/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.750, pair=0.000, adv=4.465, sprd=0.024]
Ep 054/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.750, pair=0.000, adv=4.465, sprd=0.024]
Ep 054/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:00,  1.45it/s, loss=0.761, pair=0.000, adv=3.978, sprd=0.024]
Ep 054/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:57,  1.51it/s, loss=0.761, pair=0.000, adv=3.978, sprd=0.024]
Ep 054/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.51it/s, loss=0.758, pair=0.001, adv=4.680, sprd=0.026]
Ep 054/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:58,  1.47it/s, loss=0.758, pair=0.001, adv=4.680, sprd=0.026]
Ep 054/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:58,  1.47it/s, loss=0.751, pair=0.001, adv=4.155, sprd=0.023]
Ep 054/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.52it/s, loss=0.751, pair=0.001, adv=4.155, sprd=0.023]
Ep 054/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.52it/s, loss=0.742, pair=0.004, adv=4.392, sprd=0.023]
Ep 054/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:57,  1.46it/s, loss=0.742, pair=0.004, adv=4.392, sprd=0.023]
Ep 054/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.46it/s, loss=0.741, pair=0.001, adv=4.155, sprd=0.021]
Ep 054/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.53it/s, loss=0.741, pair=0.001, adv=4.155, sprd=0.021]
Ep 054/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:54,  1.53it/s, loss=0.802, pair=0.003, adv=4.410, sprd=0.018]
Ep 054/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:55,  1.47it/s, loss=0.802, pair=0.003, adv=4.410, sprd=0.018]
Ep 054/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:55,  1.47it/s, loss=0.759, pair=0.003, adv=4.545, sprd=0.024]
Ep 054/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:52,  1.53it/s, loss=0.759, pair=0.003, adv=4.545, sprd=0.024]
Ep 054/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:52,  1.53it/s, loss=0.768, pair=0.003, adv=4.742, sprd=0.028]
Ep 054/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:54,  1.46it/s, loss=0.768, pair=0.003, adv=4.742, sprd=0.028]
Ep 054/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:54,  1.46it/s, loss=0.753, pair=0.007, adv=4.443, sprd=0.021]
Ep 054/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.52it/s, loss=0.753, pair=0.007, adv=4.443, sprd=0.021]
Ep 054/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.52it/s, loss=0.756, pair=0.003, adv=4.538, sprd=0.023]
Ep 054/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:55,  1.39it/s, loss=0.756, pair=0.003, adv=4.538, sprd=0.023]
Ep 054/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:55,  1.39it/s, loss=0.746, pair=0.004, adv=4.417, sprd=0.020]
Ep 054/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:52,  1.48it/s, loss=0.746, pair=0.004, adv=4.417, sprd=0.020]
Ep 054/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:52,  1.48it/s, loss=0.829, pair=0.003, adv=4.023, sprd=0.023]
Ep 054/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:54,  1.40it/s, loss=0.829, pair=0.003, adv=4.023, sprd=0.023]
Ep 054/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:54,  1.40it/s, loss=0.742, pair=0.001, adv=4.635, sprd=0.020]
Ep 054/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.49it/s, loss=0.742, pair=0.001, adv=4.635, sprd=0.020]
Ep 054/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.729, pair=0.001, adv=4.311, sprd=0.019]
Ep 054/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.44it/s, loss=0.729, pair=0.001, adv=4.311, sprd=0.019]
Ep 054/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.771, pair=0.007, adv=4.644, sprd=0.027]
Ep 054/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.49it/s, loss=0.771, pair=0.007, adv=4.644, sprd=0.027]
Ep 054/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.49it/s, loss=0.743, pair=0.001, adv=4.268, sprd=0.020]
Ep 054/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.44it/s, loss=0.743, pair=0.001, adv=4.268, sprd=0.020]
Ep 054/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.44it/s, loss=0.763, pair=0.004, adv=4.740, sprd=0.026]
Ep 054/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:47,  1.50it/s, loss=0.763, pair=0.004, adv=4.740, sprd=0.026]
Ep 054/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.50it/s, loss=0.753, pair=0.005, adv=4.199, sprd=0.024]
Ep 054/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.41it/s, loss=0.753, pair=0.005, adv=4.199, sprd=0.024]
Ep 054/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.41it/s, loss=0.765, pair=0.002, adv=4.793, sprd=0.026]
Ep 054/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.48it/s, loss=0.765, pair=0.002, adv=4.793, sprd=0.026]
Ep 054/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.48it/s, loss=0.755, pair=0.002, adv=4.317, sprd=0.024]
Ep 054/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:47,  1.42it/s, loss=0.755, pair=0.002, adv=4.317, sprd=0.024]
Ep 054/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.42it/s, loss=0.771, pair=0.004, adv=4.385, sprd=0.028]
Ep 054/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.46it/s, loss=0.771, pair=0.004, adv=4.385, sprd=0.028]
Ep 054/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.46it/s, loss=0.735, pair=0.000, adv=4.320, sprd=0.018]
Ep 054/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.43it/s, loss=0.735, pair=0.000, adv=4.320, sprd=0.018]
Ep 054/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.43it/s, loss=0.736, pair=0.000, adv=4.549, sprd=0.020]
Ep 054/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:42,  1.52it/s, loss=0.736, pair=0.000, adv=4.549, sprd=0.020]
Ep 054/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:42,  1.52it/s, loss=0.814, pair=0.001, adv=4.161, sprd=0.021]
Ep 054/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:43,  1.46it/s, loss=0.814, pair=0.001, adv=4.161, sprd=0.021]
Ep 054/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:43,  1.46it/s, loss=0.738, pair=0.000, adv=4.271, sprd=0.018]
Ep 054/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:40,  1.54it/s, loss=0.738, pair=0.000, adv=4.271, sprd=0.018]
Ep 054/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:40,  1.54it/s, loss=0.758, pair=0.002, adv=4.560, sprd=0.025]
Ep 054/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:42,  1.45it/s, loss=0.758, pair=0.002, adv=4.560, sprd=0.025]
Ep 054/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.729, pair=0.000, adv=3.950, sprd=0.015]
Ep 054/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:39,  1.53it/s, loss=0.729, pair=0.000, adv=3.950, sprd=0.015]
Ep 054/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:39,  1.53it/s, loss=0.753, pair=0.001, adv=4.283, sprd=0.022]
Ep 054/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.753, pair=0.001, adv=4.283, sprd=0.022]
Ep 054/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.44it/s, loss=0.746, pair=0.001, adv=4.313, sprd=0.022]
Ep 054/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.50it/s, loss=0.746, pair=0.001, adv=4.313, sprd=0.022]
Ep 054/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.50it/s, loss=0.773, pair=0.002, adv=4.127, sprd=0.028]
Ep 054/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:40,  1.44it/s, loss=0.773, pair=0.002, adv=4.127, sprd=0.028]
Ep 054/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.767, pair=0.003, adv=4.333, sprd=0.026]
Ep 054/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.50it/s, loss=0.767, pair=0.003, adv=4.333, sprd=0.026]
Ep 054/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.50it/s, loss=0.733, pair=0.000, adv=4.027, sprd=0.018]
Ep 054/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:38,  1.44it/s, loss=0.733, pair=0.000, adv=4.027, sprd=0.018]
Ep 054/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.44it/s, loss=0.779, pair=0.003, adv=4.160, sprd=0.030]
Ep 054/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:37,  1.48it/s, loss=0.779, pair=0.003, adv=4.160, sprd=0.030]
Ep 054/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.48it/s, loss=0.732, pair=0.000, adv=4.328, sprd=0.019]
Ep 054/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.44it/s, loss=0.732, pair=0.000, adv=4.328, sprd=0.019]
Ep 054/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.44it/s, loss=0.761, pair=0.000, adv=4.018, sprd=0.025]
Ep 054/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:35,  1.48it/s, loss=0.761, pair=0.000, adv=4.018, sprd=0.025]
Ep 054/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.747, pair=0.000, adv=4.495, sprd=0.022]
Ep 054/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.43it/s, loss=0.747, pair=0.000, adv=4.495, sprd=0.022]
Ep 054/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.765, pair=0.003, adv=4.427, sprd=0.029]
Ep 054/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.48it/s, loss=0.765, pair=0.003, adv=4.427, sprd=0.029]
Ep 054/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.48it/s, loss=0.800, pair=0.000, adv=4.173, sprd=0.018]
Ep 054/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.43it/s, loss=0.800, pair=0.000, adv=4.173, sprd=0.018]
Ep 054/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.43it/s, loss=0.758, pair=0.002, adv=3.900, sprd=0.023]
Ep 054/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:33,  1.48it/s, loss=0.758, pair=0.002, adv=3.900, sprd=0.023]
Ep 054/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.750, pair=0.000, adv=4.198, sprd=0.024]
Ep 054/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.44it/s, loss=0.750, pair=0.000, adv=4.198, sprd=0.024]
Ep 054/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.44it/s, loss=0.766, pair=0.004, adv=3.822, sprd=0.025]
Ep 054/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.766, pair=0.004, adv=3.822, sprd=0.025]
Ep 054/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.755, pair=0.000, adv=4.613, sprd=0.023]
Ep 054/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.43it/s, loss=0.755, pair=0.000, adv=4.613, sprd=0.023]
Ep 054/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.741, pair=0.000, adv=4.193, sprd=0.021]
Ep 054/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.49it/s, loss=0.741, pair=0.000, adv=4.193, sprd=0.021]
Ep 054/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.756, pair=0.002, adv=4.101, sprd=0.024]
Ep 054/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:31,  1.38it/s, loss=0.756, pair=0.002, adv=4.101, sprd=0.024]
Ep 054/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:31,  1.38it/s, loss=0.756, pair=0.000, adv=4.252, sprd=0.023]
Ep 054/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:29,  1.46it/s, loss=0.756, pair=0.000, adv=4.252, sprd=0.023]
Ep 054/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.46it/s, loss=0.739, pair=0.000, adv=4.352, sprd=0.020]
Ep 054/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:30,  1.38it/s, loss=0.739, pair=0.000, adv=4.352, sprd=0.020]
Ep 054/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.38it/s, loss=0.747, pair=0.002, adv=3.908, sprd=0.021]
Ep 054/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:28,  1.46it/s, loss=0.747, pair=0.002, adv=3.908, sprd=0.021]
Ep 054/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:28,  1.46it/s, loss=0.753, pair=0.003, adv=3.882, sprd=0.022]
Ep 054/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.40it/s, loss=0.753, pair=0.003, adv=3.882, sprd=0.022]
Ep 054/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.40it/s, loss=0.750, pair=0.003, adv=4.036, sprd=0.022]
Ep 054/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:26,  1.46it/s, loss=0.750, pair=0.003, adv=4.036, sprd=0.022]
Ep 054/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.46it/s, loss=0.762, pair=0.002, adv=4.792, sprd=0.026]
Ep 054/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.42it/s, loss=0.762, pair=0.002, adv=4.792, sprd=0.026]
Ep 054/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.42it/s, loss=0.740, pair=0.001, adv=4.283, sprd=0.020]
Ep 054/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.50it/s, loss=0.740, pair=0.001, adv=4.283, sprd=0.020]
Ep 054/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.50it/s, loss=0.744, pair=0.003, adv=4.545, sprd=0.021]
Ep 054/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:24,  1.45it/s, loss=0.744, pair=0.003, adv=4.545, sprd=0.021]
Ep 054/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:24,  1.45it/s, loss=0.725, pair=0.000, adv=4.247, sprd=0.016]
Ep 054/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:22,  1.54it/s, loss=0.725, pair=0.000, adv=4.247, sprd=0.016]
Ep 054/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:22,  1.54it/s, loss=0.736, pair=0.001, adv=4.596, sprd=0.020]
Ep 054/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:22,  1.49it/s, loss=0.736, pair=0.001, adv=4.596, sprd=0.020]
Ep 054/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:22,  1.49it/s, loss=0.758, pair=0.008, adv=4.700, sprd=0.025]
Ep 054/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:21,  1.54it/s, loss=0.758, pair=0.008, adv=4.700, sprd=0.025]
Ep 054/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.54it/s, loss=0.752, pair=0.005, adv=4.592, sprd=0.024]
Ep 054/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:21,  1.48it/s, loss=0.752, pair=0.005, adv=4.592, sprd=0.024]
Ep 054/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:21,  1.48it/s, loss=0.758, pair=0.005, adv=4.094, sprd=0.024]
Ep 054/60 [S3:+sens]:  91%|█▊| 302/333 [03:26<00:20,  1.53it/s, loss=0.758, pair=0.005, adv=4.094, sprd=0.024]
Ep 054/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.53it/s, loss=0.743, pair=0.003, adv=4.555, sprd=0.021]
Ep 054/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.48it/s, loss=0.743, pair=0.003, adv=4.555, sprd=0.021]
Ep 054/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.48it/s, loss=0.767, pair=0.005, adv=4.269, sprd=0.026]
Ep 054/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.52it/s, loss=0.767, pair=0.005, adv=4.269, sprd=0.026]
Ep 054/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.52it/s, loss=0.746, pair=0.000, adv=4.273, sprd=0.019]
Ep 054/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:18,  1.49it/s, loss=0.746, pair=0.000, adv=4.273, sprd=0.019]
Ep 054/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:18,  1.49it/s, loss=0.750, pair=0.005, adv=4.449, sprd=0.023]
Ep 054/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:17,  1.55it/s, loss=0.750, pair=0.005, adv=4.449, sprd=0.023]
Ep 054/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.55it/s, loss=0.765, pair=0.004, adv=4.259, sprd=0.024]
Ep 054/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:17,  1.46it/s, loss=0.765, pair=0.004, adv=4.259, sprd=0.024]
Ep 054/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:17,  1.46it/s, loss=0.734, pair=0.002, adv=4.230, sprd=0.019]
Ep 054/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:16,  1.52it/s, loss=0.734, pair=0.002, adv=4.230, sprd=0.019]
Ep 054/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.52it/s, loss=0.734, pair=0.002, adv=4.168, sprd=0.020]
Ep 054/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.42it/s, loss=0.734, pair=0.002, adv=4.168, sprd=0.020]
Ep 054/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.42it/s, loss=0.753, pair=0.005, adv=4.129, sprd=0.023]
Ep 054/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.50it/s, loss=0.753, pair=0.005, adv=4.129, sprd=0.023]
Ep 054/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.50it/s, loss=0.758, pair=0.003, adv=4.531, sprd=0.024]
Ep 054/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.44it/s, loss=0.758, pair=0.003, adv=4.531, sprd=0.024]
Ep 054/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.44it/s, loss=0.742, pair=0.002, adv=3.994, sprd=0.020]
Ep 054/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:13,  1.51it/s, loss=0.742, pair=0.002, adv=3.994, sprd=0.020]
Ep 054/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.51it/s, loss=0.754, pair=0.004, adv=4.316, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.44it/s, loss=0.754, pair=0.004, adv=4.316, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.44it/s, loss=0.760, pair=0.005, adv=4.215, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.50it/s, loss=0.760, pair=0.005, adv=4.215, sprd=0.024]
Ep 054/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.50it/s, loss=0.755, pair=0.005, adv=4.184, sprd=0.023]
Ep 054/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:13,  1.38it/s, loss=0.755, pair=0.005, adv=4.184, sprd=0.023]
Ep 054/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:13,  1.38it/s, loss=0.737, pair=0.003, adv=4.339, sprd=0.019]
Ep 054/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.48it/s, loss=0.737, pair=0.003, adv=4.339, sprd=0.019]
Ep 054/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.48it/s, loss=0.758, pair=0.006, adv=4.701, sprd=0.025]
Ep 054/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.44it/s, loss=0.758, pair=0.006, adv=4.701, sprd=0.025]
Ep 054/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.44it/s, loss=0.729, pair=0.000, adv=4.345, sprd=0.019]
Ep 054/60 [S3:+sens]:  95%|█▉| 318/333 [03:37<00:09,  1.52it/s, loss=0.729, pair=0.000, adv=4.345, sprd=0.019]
Ep 054/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.52it/s, loss=0.759, pair=0.005, adv=4.325, sprd=0.025]
Ep 054/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.44it/s, loss=0.759, pair=0.005, adv=4.325, sprd=0.025]
Ep 054/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.44it/s, loss=0.788, pair=0.005, adv=4.360, sprd=0.032]
Ep 054/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.48it/s, loss=0.788, pair=0.005, adv=4.360, sprd=0.032]
Ep 054/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.48it/s, loss=0.737, pair=0.001, adv=4.615, sprd=0.018]
Ep 054/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.45it/s, loss=0.737, pair=0.001, adv=4.615, sprd=0.018]
Ep 054/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.45it/s, loss=0.745, pair=0.004, adv=4.089, sprd=0.021]
Ep 054/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.51it/s, loss=0.745, pair=0.004, adv=4.089, sprd=0.021]
Ep 054/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.51it/s, loss=0.846, pair=0.005, adv=4.099, sprd=0.030]
Ep 054/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.44it/s, loss=0.846, pair=0.005, adv=4.099, sprd=0.030]
Ep 054/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.44it/s, loss=0.748, pair=0.001, adv=4.194, sprd=0.023]
Ep 054/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:05,  1.52it/s, loss=0.748, pair=0.001, adv=4.194, sprd=0.023]
Ep 054/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.52it/s, loss=0.746, pair=0.004, adv=4.341, sprd=0.021]
Ep 054/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.44it/s, loss=0.746, pair=0.004, adv=4.341, sprd=0.021]
Ep 054/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.734, pair=0.001, adv=3.919, sprd=0.019]
Ep 054/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.52it/s, loss=0.734, pair=0.001, adv=3.919, sprd=0.019]
Ep 054/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.52it/s, loss=0.760, pair=0.004, adv=4.408, sprd=0.025]
Ep 054/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.45it/s, loss=0.760, pair=0.004, adv=4.408, sprd=0.025]
Ep 054/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.45it/s, loss=0.762, pair=0.003, adv=4.320, sprd=0.024]
Ep 054/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.51it/s, loss=0.762, pair=0.003, adv=4.320, sprd=0.024]
Ep 054/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.723, pair=0.000, adv=4.221, sprd=0.017]
Ep 054/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.46it/s, loss=0.723, pair=0.000, adv=4.221, sprd=0.017]
Ep 054/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.46it/s, loss=0.793, pair=0.006, adv=4.405, sprd=0.033]
Ep 054/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:01,  1.50it/s, loss=0.793, pair=0.006, adv=4.405, sprd=0.033]
Ep 054/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.50it/s, loss=0.750, pair=0.002, adv=4.429, sprd=0.024]
Ep 054/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.43it/s, loss=0.750, pair=0.002, adv=4.429, sprd=0.024]
Ep 054/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.43it/s, loss=0.745, pair=0.001, adv=4.063, sprd=0.022]
Ep 054/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.50it/s, loss=0.745, pair=0.001, adv=4.063, sprd=0.022]
Ep 054/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.50it/s, loss=0.781, pair=0.003, adv=4.514, sprd=0.030]
Ep 054/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.44it/s, loss=0.781, pair=0.003, adv=4.514, sprd=0.030]
                                                                                                              
Epoch 054/60 [S3:+sens]  loss=0.7550  mat=0.3384  sens=1.0114  pair=0.0012  adv=4.4347(rand=3.37)  deg=0.0061  orth=0.0004  spread=0.0231  q_mean=50.9  q_std=16.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=8.15e-06  228s

Ep 055/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 055/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.775, pair=0.003, adv=4.581, sprd=0.028]
Ep 055/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:52,  1.24s/it, loss=0.775, pair=0.003, adv=4.581, sprd=0.028]
Ep 055/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:52,  1.24s/it, loss=0.749, pair=0.000, adv=4.045, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:43,  1.17it/s, loss=0.749, pair=0.000, adv=4.045, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:43,  1.17it/s, loss=0.745, pair=0.001, adv=4.327, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:43,  1.16it/s, loss=0.745, pair=0.001, adv=4.327, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:43,  1.16it/s, loss=0.750, pair=0.000, adv=4.265, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 4/333 [00:03<04:07,  1.33it/s, loss=0.750, pair=0.000, adv=4.265, sprd=0.022]
Ep 055/60 [S3:+sens]:   1%|    | 4/333 [00:04<04:07,  1.33it/s, loss=0.757, pair=0.001, adv=4.286, sprd=0.023]
Ep 055/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:08,  1.32it/s, loss=0.757, pair=0.001, adv=4.286, sprd=0.023]
Ep 055/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:08,  1.32it/s, loss=0.741, pair=0.000, adv=4.450, sprd=0.020]
Ep 055/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:48,  1.43it/s, loss=0.741, pair=0.000, adv=4.450, sprd=0.020]
Ep 055/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:48,  1.43it/s, loss=0.752, pair=0.002, adv=4.390, sprd=0.022]
Ep 055/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:56,  1.38it/s, loss=0.752, pair=0.002, adv=4.390, sprd=0.022]
Ep 055/60 [S3:+sens]:   2%|    | 7/333 [00:06<03:56,  1.38it/s, loss=0.743, pair=0.001, adv=4.366, sprd=0.023]
Ep 055/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.743, pair=0.001, adv=4.366, sprd=0.023]
Ep 055/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.816, pair=0.000, adv=4.253, sprd=0.023]
Ep 055/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.816, pair=0.000, adv=4.253, sprd=0.023]
Ep 055/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.752, pair=0.000, adv=4.153, sprd=0.023]
Ep 055/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:36,  1.49it/s, loss=0.752, pair=0.000, adv=4.153, sprd=0.023]
Ep 055/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:36,  1.49it/s, loss=0.755, pair=0.000, adv=4.213, sprd=0.024]
Ep 055/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.43it/s, loss=0.755, pair=0.000, adv=4.213, sprd=0.024]
Ep 055/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:44,  1.43it/s, loss=0.746, pair=0.000, adv=4.453, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:32,  1.51it/s, loss=0.746, pair=0.000, adv=4.453, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:32,  1.51it/s, loss=0.740, pair=0.000, adv=4.245, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:42,  1.44it/s, loss=0.740, pair=0.000, adv=4.245, sprd=0.021]
Ep 055/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:42,  1.44it/s, loss=0.751, pair=0.000, adv=4.368, sprd=0.023]
Ep 055/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:30,  1.52it/s, loss=0.751, pair=0.000, adv=4.368, sprd=0.023]
Ep 055/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:30,  1.52it/s, loss=0.761, pair=0.000, adv=4.322, sprd=0.026]
Ep 055/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:38,  1.45it/s, loss=0.761, pair=0.000, adv=4.322, sprd=0.026]
Ep 055/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:38,  1.45it/s, loss=0.774, pair=0.000, adv=4.755, sprd=0.030]
Ep 055/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:30,  1.50it/s, loss=0.774, pair=0.000, adv=4.755, sprd=0.030]
Ep 055/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:30,  1.50it/s, loss=0.819, pair=0.000, adv=4.616, sprd=0.022]
Ep 055/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:38,  1.45it/s, loss=0.819, pair=0.000, adv=4.616, sprd=0.022]
Ep 055/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:38,  1.45it/s, loss=0.738, pair=0.000, adv=4.308, sprd=0.020]
Ep 055/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:29,  1.50it/s, loss=0.738, pair=0.000, adv=4.308, sprd=0.020]
Ep 055/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:29,  1.50it/s, loss=0.759, pair=0.001, adv=4.610, sprd=0.024]
Ep 055/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:48,  1.37it/s, loss=0.759, pair=0.001, adv=4.610, sprd=0.024]
Ep 055/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:48,  1.37it/s, loss=0.776, pair=0.002, adv=4.339, sprd=0.030]
Ep 055/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:37,  1.44it/s, loss=0.776, pair=0.002, adv=4.339, sprd=0.030]
Ep 055/60 [S3:+sens]:   6%|▏  | 20/333 [00:15<03:37,  1.44it/s, loss=0.736, pair=0.000, adv=4.303, sprd=0.021]
Ep 055/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:43,  1.40it/s, loss=0.736, pair=0.000, adv=4.303, sprd=0.021]
Ep 055/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:43,  1.40it/s, loss=0.769, pair=0.001, adv=4.401, sprd=0.027]
Ep 055/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:32,  1.46it/s, loss=0.769, pair=0.001, adv=4.401, sprd=0.027]
Ep 055/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:32,  1.46it/s, loss=0.749, pair=0.000, adv=4.204, sprd=0.022]
Ep 055/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:37,  1.42it/s, loss=0.749, pair=0.000, adv=4.204, sprd=0.022]
Ep 055/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:37,  1.42it/s, loss=0.753, pair=0.003, adv=4.388, sprd=0.024]
Ep 055/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:27,  1.49it/s, loss=0.753, pair=0.003, adv=4.388, sprd=0.024]
Ep 055/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:27,  1.49it/s, loss=0.765, pair=0.001, adv=4.061, sprd=0.025]
Ep 055/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:35,  1.43it/s, loss=0.765, pair=0.001, adv=4.061, sprd=0.025]
Ep 055/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:35,  1.43it/s, loss=0.758, pair=0.000, adv=4.327, sprd=0.025]
Ep 055/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:26,  1.49it/s, loss=0.758, pair=0.000, adv=4.327, sprd=0.025]
Ep 055/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:26,  1.49it/s, loss=0.730, pair=0.000, adv=4.410, sprd=0.018]
Ep 055/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.43it/s, loss=0.730, pair=0.000, adv=4.410, sprd=0.018]
Ep 055/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.43it/s, loss=0.763, pair=0.004, adv=4.564, sprd=0.026]
Ep 055/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:25,  1.48it/s, loss=0.763, pair=0.004, adv=4.564, sprd=0.026]
Ep 055/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:25,  1.48it/s, loss=0.758, pair=0.000, adv=4.514, sprd=0.025]
Ep 055/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:32,  1.43it/s, loss=0.758, pair=0.000, adv=4.514, sprd=0.025]
Ep 055/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:32,  1.43it/s, loss=0.751, pair=0.003, adv=4.808, sprd=0.023]
Ep 055/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:19,  1.52it/s, loss=0.751, pair=0.003, adv=4.808, sprd=0.023]
Ep 055/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:19,  1.52it/s, loss=0.754, pair=0.002, adv=4.199, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:28,  1.45it/s, loss=0.754, pair=0.002, adv=4.199, sprd=0.024]
Ep 055/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:28,  1.45it/s, loss=0.737, pair=0.000, adv=4.205, sprd=0.020]
Ep 055/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:16,  1.53it/s, loss=0.737, pair=0.000, adv=4.205, sprd=0.020]
Ep 055/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:16,  1.53it/s, loss=0.754, pair=0.000, adv=4.217, sprd=0.025]
Ep 055/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:26,  1.45it/s, loss=0.754, pair=0.000, adv=4.217, sprd=0.025]
Ep 055/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:26,  1.45it/s, loss=0.733, pair=0.000, adv=4.291, sprd=0.019]
Ep 055/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:15,  1.53it/s, loss=0.733, pair=0.000, adv=4.291, sprd=0.019]
Ep 055/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:15,  1.53it/s, loss=0.742, pair=0.000, adv=4.328, sprd=0.021]
Ep 055/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:24,  1.46it/s, loss=0.742, pair=0.000, adv=4.328, sprd=0.021]
Ep 055/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:24,  1.46it/s, loss=0.769, pair=0.000, adv=4.208, sprd=0.028]
Ep 055/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.769, pair=0.000, adv=4.208, sprd=0.028]
Ep 055/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.764, pair=0.001, adv=4.626, sprd=0.025]
Ep 055/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:25,  1.44it/s, loss=0.764, pair=0.001, adv=4.626, sprd=0.025]
Ep 055/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:25,  1.44it/s, loss=0.738, pair=0.000, adv=4.112, sprd=0.020]
Ep 055/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:12,  1.53it/s, loss=0.738, pair=0.000, adv=4.112, sprd=0.020]
Ep 055/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:12,  1.53it/s, loss=0.737, pair=0.000, adv=4.010, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:20,  1.46it/s, loss=0.737, pair=0.000, adv=4.010, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:20,  1.46it/s, loss=0.767, pair=0.000, adv=4.145, sprd=0.026]
Ep 055/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:13,  1.51it/s, loss=0.767, pair=0.000, adv=4.145, sprd=0.026]
Ep 055/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:13,  1.51it/s, loss=0.741, pair=0.000, adv=4.330, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:21,  1.45it/s, loss=0.741, pair=0.000, adv=4.330, sprd=0.021]
Ep 055/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:21,  1.45it/s, loss=0.791, pair=0.007, adv=3.725, sprd=0.033]
Ep 055/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:16,  1.48it/s, loss=0.791, pair=0.007, adv=3.725, sprd=0.033]
Ep 055/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:16,  1.48it/s, loss=0.832, pair=0.000, adv=4.642, sprd=0.026]
Ep 055/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:22,  1.43it/s, loss=0.832, pair=0.000, adv=4.642, sprd=0.026]
Ep 055/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:22,  1.43it/s, loss=0.773, pair=0.000, adv=4.182, sprd=0.029]
Ep 055/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:14,  1.48it/s, loss=0.773, pair=0.000, adv=4.182, sprd=0.029]
Ep 055/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:14,  1.48it/s, loss=0.762, pair=0.000, adv=3.712, sprd=0.025]
Ep 055/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:30,  1.37it/s, loss=0.762, pair=0.000, adv=3.712, sprd=0.025]
Ep 055/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:30,  1.37it/s, loss=0.735, pair=0.000, adv=4.300, sprd=0.020]
Ep 055/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:16,  1.46it/s, loss=0.735, pair=0.000, adv=4.300, sprd=0.020]
Ep 055/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:16,  1.46it/s, loss=0.766, pair=0.000, adv=4.446, sprd=0.027]
Ep 055/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:23,  1.40it/s, loss=0.766, pair=0.000, adv=4.446, sprd=0.027]
Ep 055/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:23,  1.40it/s, loss=0.740, pair=0.000, adv=4.216, sprd=0.021]
Ep 055/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:13,  1.47it/s, loss=0.740, pair=0.000, adv=4.216, sprd=0.021]
Ep 055/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:13,  1.47it/s, loss=0.764, pair=0.002, adv=4.145, sprd=0.026]
Ep 055/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:22,  1.41it/s, loss=0.764, pair=0.002, adv=4.145, sprd=0.026]
Ep 055/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:22,  1.41it/s, loss=0.731, pair=0.003, adv=4.304, sprd=0.018]
Ep 055/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:08,  1.50it/s, loss=0.731, pair=0.003, adv=4.304, sprd=0.018]
Ep 055/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:08,  1.50it/s, loss=0.774, pair=0.006, adv=4.456, sprd=0.027]
Ep 055/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:18,  1.42it/s, loss=0.774, pair=0.006, adv=4.456, sprd=0.027]
Ep 055/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:18,  1.42it/s, loss=0.786, pair=0.006, adv=4.287, sprd=0.031]
Ep 055/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:11,  1.47it/s, loss=0.786, pair=0.006, adv=4.287, sprd=0.031]
Ep 055/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:11,  1.47it/s, loss=0.755, pair=0.000, adv=4.423, sprd=0.024]
Ep 055/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:17,  1.42it/s, loss=0.755, pair=0.000, adv=4.423, sprd=0.024]
Ep 055/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:17,  1.42it/s, loss=0.767, pair=0.002, adv=4.667, sprd=0.028]
Ep 055/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:08,  1.48it/s, loss=0.767, pair=0.002, adv=4.667, sprd=0.028]
Ep 055/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:08,  1.48it/s, loss=0.741, pair=0.002, adv=4.264, sprd=0.020]
Ep 055/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:19,  1.39it/s, loss=0.741, pair=0.002, adv=4.264, sprd=0.020]
Ep 055/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:19,  1.39it/s, loss=0.753, pair=0.000, adv=4.659, sprd=0.024]
Ep 055/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:06,  1.49it/s, loss=0.753, pair=0.000, adv=4.659, sprd=0.024]
Ep 055/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:06,  1.49it/s, loss=0.764, pair=0.002, adv=4.506, sprd=0.026]
Ep 055/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:15,  1.41it/s, loss=0.764, pair=0.002, adv=4.506, sprd=0.026]
Ep 055/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:15,  1.41it/s, loss=0.759, pair=0.005, adv=4.264, sprd=0.024]
Ep 055/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:06,  1.47it/s, loss=0.759, pair=0.005, adv=4.264, sprd=0.024]
Ep 055/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:06,  1.47it/s, loss=0.788, pair=0.001, adv=4.256, sprd=0.030]
Ep 055/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:15,  1.40it/s, loss=0.788, pair=0.001, adv=4.256, sprd=0.030]
Ep 055/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:15,  1.40it/s, loss=0.751, pair=0.002, adv=3.958, sprd=0.023]
Ep 055/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:05,  1.47it/s, loss=0.751, pair=0.002, adv=3.958, sprd=0.023]
Ep 055/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:05,  1.47it/s, loss=0.759, pair=0.000, adv=4.070, sprd=0.025]
Ep 055/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:11,  1.42it/s, loss=0.759, pair=0.000, adv=4.070, sprd=0.025]
Ep 055/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:11,  1.42it/s, loss=0.739, pair=0.000, adv=4.516, sprd=0.018]
Ep 055/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:59,  1.51it/s, loss=0.739, pair=0.000, adv=4.516, sprd=0.018]
Ep 055/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:59,  1.51it/s, loss=0.759, pair=0.000, adv=4.182, sprd=0.024]
Ep 055/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:07,  1.44it/s, loss=0.759, pair=0.000, adv=4.182, sprd=0.024]
Ep 055/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:07,  1.44it/s, loss=0.720, pair=0.000, adv=3.814, sprd=0.015]
Ep 055/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:56,  1.53it/s, loss=0.720, pair=0.000, adv=3.814, sprd=0.015]
Ep 055/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<02:56,  1.53it/s, loss=0.814, pair=0.000, adv=4.087, sprd=0.021]
Ep 055/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.46it/s, loss=0.814, pair=0.000, adv=4.087, sprd=0.021]
Ep 055/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.46it/s, loss=0.775, pair=0.002, adv=4.395, sprd=0.028]
Ep 055/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:57,  1.50it/s, loss=0.775, pair=0.002, adv=4.395, sprd=0.028]
Ep 055/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:57,  1.50it/s, loss=0.727, pair=0.000, adv=4.269, sprd=0.017]
Ep 055/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:02,  1.46it/s, loss=0.727, pair=0.000, adv=4.269, sprd=0.017]
Ep 055/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:02,  1.46it/s, loss=0.741, pair=0.000, adv=4.123, sprd=0.020]
Ep 055/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:53,  1.53it/s, loss=0.741, pair=0.000, adv=4.123, sprd=0.020]
Ep 055/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:53,  1.53it/s, loss=0.814, pair=0.000, adv=4.423, sprd=0.023]
Ep 055/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:00,  1.46it/s, loss=0.814, pair=0.000, adv=4.423, sprd=0.023]
Ep 055/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:00,  1.46it/s, loss=0.755, pair=0.000, adv=4.289, sprd=0.025]
Ep 055/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:52,  1.53it/s, loss=0.755, pair=0.000, adv=4.289, sprd=0.025]
Ep 055/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:52,  1.53it/s, loss=0.808, pair=0.000, adv=4.266, sprd=0.021]
Ep 055/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<02:59,  1.46it/s, loss=0.808, pair=0.000, adv=4.266, sprd=0.021]
Ep 055/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<02:59,  1.46it/s, loss=0.761, pair=0.000, adv=4.419, sprd=0.026]
Ep 055/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:51,  1.52it/s, loss=0.761, pair=0.000, adv=4.419, sprd=0.026]
Ep 055/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:51,  1.52it/s, loss=0.739, pair=0.000, adv=4.092, sprd=0.020]
Ep 055/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:04,  1.41it/s, loss=0.739, pair=0.000, adv=4.092, sprd=0.020]
Ep 055/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:04,  1.41it/s, loss=0.719, pair=0.000, adv=4.289, sprd=0.014]
Ep 055/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:50,  1.52it/s, loss=0.719, pair=0.000, adv=4.289, sprd=0.014]
Ep 055/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:50,  1.52it/s, loss=0.743, pair=0.000, adv=4.169, sprd=0.021]
Ep 055/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:58,  1.44it/s, loss=0.743, pair=0.000, adv=4.169, sprd=0.021]
Ep 055/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:58,  1.44it/s, loss=0.762, pair=0.002, adv=3.943, sprd=0.025]
Ep 055/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:51,  1.50it/s, loss=0.762, pair=0.002, adv=3.943, sprd=0.025]
Ep 055/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:51,  1.50it/s, loss=0.748, pair=0.000, adv=4.419, sprd=0.021]
Ep 055/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:54,  1.47it/s, loss=0.748, pair=0.000, adv=4.419, sprd=0.021]
Ep 055/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:54,  1.47it/s, loss=0.758, pair=0.000, adv=4.491, sprd=0.024]
Ep 055/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:46,  1.53it/s, loss=0.758, pair=0.000, adv=4.491, sprd=0.024]
Ep 055/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:46,  1.53it/s, loss=0.757, pair=0.000, adv=4.117, sprd=0.021]
Ep 055/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:55,  1.45it/s, loss=0.757, pair=0.000, adv=4.117, sprd=0.021]
Ep 055/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:55,  1.45it/s, loss=0.756, pair=0.000, adv=4.511, sprd=0.025]
Ep 055/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.756, pair=0.000, adv=4.511, sprd=0.025]
Ep 055/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:47,  1.51it/s, loss=0.725, pair=0.003, adv=4.030, sprd=0.017]
Ep 055/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:57,  1.42it/s, loss=0.725, pair=0.003, adv=4.030, sprd=0.017]
Ep 055/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.760, pair=0.002, adv=4.174, sprd=0.027]
Ep 055/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:50,  1.47it/s, loss=0.760, pair=0.002, adv=4.174, sprd=0.027]
Ep 055/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:50,  1.47it/s, loss=0.746, pair=0.000, adv=4.255, sprd=0.021]
Ep 055/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.746, pair=0.000, adv=4.255, sprd=0.021]
Ep 055/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:56,  1.42it/s, loss=0.751, pair=0.000, adv=4.246, sprd=0.023]
Ep 055/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:46,  1.50it/s, loss=0.751, pair=0.000, adv=4.246, sprd=0.023]
Ep 055/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:46,  1.50it/s, loss=0.762, pair=0.000, adv=4.097, sprd=0.026]
Ep 055/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:55,  1.42it/s, loss=0.762, pair=0.000, adv=4.097, sprd=0.026]
Ep 055/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:55,  1.42it/s, loss=0.765, pair=0.003, adv=4.297, sprd=0.026]
Ep 055/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.49it/s, loss=0.765, pair=0.003, adv=4.297, sprd=0.026]
Ep 055/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:46,  1.49it/s, loss=0.791, pair=0.003, adv=4.365, sprd=0.034]
Ep 055/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:54,  1.41it/s, loss=0.791, pair=0.003, adv=4.365, sprd=0.034]
Ep 055/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:54,  1.41it/s, loss=0.751, pair=0.000, adv=4.458, sprd=0.022]
Ep 055/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:43,  1.50it/s, loss=0.751, pair=0.000, adv=4.458, sprd=0.022]
Ep 055/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.725, pair=0.000, adv=4.128, sprd=0.018]
Ep 055/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:50,  1.43it/s, loss=0.725, pair=0.000, adv=4.128, sprd=0.018]
Ep 055/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:50,  1.43it/s, loss=0.774, pair=0.000, adv=4.695, sprd=0.029]
Ep 055/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.49it/s, loss=0.774, pair=0.000, adv=4.695, sprd=0.029]
Ep 055/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.49it/s, loss=0.775, pair=0.000, adv=4.497, sprd=0.030]
Ep 055/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:50,  1.42it/s, loss=0.775, pair=0.000, adv=4.497, sprd=0.030]
Ep 055/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:50,  1.42it/s, loss=0.740, pair=0.000, adv=4.289, sprd=0.019]
Ep 055/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:40,  1.51it/s, loss=0.740, pair=0.000, adv=4.289, sprd=0.019]
Ep 055/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:40,  1.51it/s, loss=0.753, pair=0.000, adv=4.023, sprd=0.023]
Ep 055/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:45,  1.45it/s, loss=0.753, pair=0.000, adv=4.023, sprd=0.023]
Ep 055/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:45,  1.45it/s, loss=0.751, pair=0.000, adv=4.145, sprd=0.023]
Ep 055/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:37,  1.52it/s, loss=0.751, pair=0.000, adv=4.145, sprd=0.023]
Ep 055/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:37,  1.52it/s, loss=0.770, pair=0.000, adv=3.947, sprd=0.030]
Ep 055/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:45,  1.43it/s, loss=0.770, pair=0.000, adv=3.947, sprd=0.030]
Ep 055/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:45,  1.43it/s, loss=0.749, pair=0.000, adv=4.236, sprd=0.023]
Ep 055/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.51it/s, loss=0.749, pair=0.000, adv=4.236, sprd=0.023]
Ep 055/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.51it/s, loss=0.732, pair=0.000, adv=4.363, sprd=0.018]
Ep 055/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:43,  1.44it/s, loss=0.732, pair=0.000, adv=4.363, sprd=0.018]
Ep 055/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:43,  1.44it/s, loss=0.747, pair=0.000, adv=4.266, sprd=0.022]
Ep 055/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:35,  1.51it/s, loss=0.747, pair=0.000, adv=4.266, sprd=0.022]
Ep 055/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:35,  1.51it/s, loss=0.762, pair=0.000, adv=4.442, sprd=0.025]
Ep 055/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.762, pair=0.000, adv=4.442, sprd=0.025]
Ep 055/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:43,  1.43it/s, loss=0.737, pair=0.000, adv=4.087, sprd=0.018]
Ep 055/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:33,  1.52it/s, loss=0.737, pair=0.000, adv=4.087, sprd=0.018]
Ep 055/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:33,  1.52it/s, loss=0.758, pair=0.000, adv=3.734, sprd=0.025]
Ep 055/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:41,  1.43it/s, loss=0.758, pair=0.000, adv=3.734, sprd=0.025]
Ep 055/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:41,  1.43it/s, loss=0.739, pair=0.002, adv=4.313, sprd=0.021]
Ep 055/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.739, pair=0.002, adv=4.313, sprd=0.021]
Ep 055/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.740, pair=0.002, adv=4.195, sprd=0.018]
Ep 055/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:38,  1.45it/s, loss=0.740, pair=0.002, adv=4.195, sprd=0.018]
Ep 055/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:38,  1.45it/s, loss=0.756, pair=0.000, adv=4.503, sprd=0.023]
Ep 055/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:31,  1.51it/s, loss=0.756, pair=0.000, adv=4.503, sprd=0.023]
Ep 055/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:31,  1.51it/s, loss=0.757, pair=0.000, adv=4.232, sprd=0.025]
Ep 055/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:39,  1.43it/s, loss=0.757, pair=0.000, adv=4.232, sprd=0.025]
Ep 055/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:39,  1.43it/s, loss=0.738, pair=0.000, adv=3.556, sprd=0.021]
Ep 055/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:30,  1.50it/s, loss=0.738, pair=0.000, adv=3.556, sprd=0.021]
Ep 055/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:30,  1.50it/s, loss=0.820, pair=0.000, adv=4.571, sprd=0.024]
Ep 055/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:36,  1.44it/s, loss=0.820, pair=0.000, adv=4.571, sprd=0.024]
Ep 055/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:36,  1.44it/s, loss=0.755, pair=0.000, adv=4.524, sprd=0.025]
Ep 055/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:27,  1.52it/s, loss=0.755, pair=0.000, adv=4.524, sprd=0.025]
Ep 055/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:27,  1.52it/s, loss=0.739, pair=0.000, adv=4.061, sprd=0.020]
Ep 055/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:33,  1.46it/s, loss=0.739, pair=0.000, adv=4.061, sprd=0.020]
Ep 055/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:33,  1.46it/s, loss=0.765, pair=0.000, adv=4.312, sprd=0.027]
Ep 055/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:28,  1.50it/s, loss=0.765, pair=0.000, adv=4.312, sprd=0.027]
Ep 055/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.835, pair=0.000, adv=4.125, sprd=0.026]
Ep 055/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.835, pair=0.000, adv=4.125, sprd=0.026]
Ep 055/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.741, pair=0.000, adv=4.366, sprd=0.023]
Ep 055/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:27,  1.50it/s, loss=0.741, pair=0.000, adv=4.366, sprd=0.023]
Ep 055/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.740, pair=0.000, adv=4.427, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:30,  1.46it/s, loss=0.740, pair=0.000, adv=4.427, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:30,  1.46it/s, loss=0.734, pair=0.000, adv=3.791, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:23,  1.53it/s, loss=0.734, pair=0.000, adv=3.791, sprd=0.020]
Ep 055/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:23,  1.53it/s, loss=0.751, pair=0.000, adv=4.134, sprd=0.023]
Ep 055/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:35,  1.40it/s, loss=0.751, pair=0.000, adv=4.134, sprd=0.023]
Ep 055/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:35,  1.40it/s, loss=0.745, pair=0.000, adv=3.988, sprd=0.021]
Ep 055/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:27,  1.48it/s, loss=0.745, pair=0.000, adv=3.988, sprd=0.021]
Ep 055/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:27,  1.48it/s, loss=0.773, pair=0.000, adv=4.217, sprd=0.028]
Ep 055/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:32,  1.42it/s, loss=0.773, pair=0.000, adv=4.217, sprd=0.028]
Ep 055/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:32,  1.42it/s, loss=0.749, pair=0.000, adv=4.322, sprd=0.021]
Ep 055/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.749, pair=0.000, adv=4.322, sprd=0.021]
Ep 055/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:24,  1.49it/s, loss=0.742, pair=0.000, adv=4.411, sprd=0.021]
Ep 055/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:28,  1.44it/s, loss=0.742, pair=0.000, adv=4.411, sprd=0.021]
Ep 055/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:28,  1.44it/s, loss=0.777, pair=0.000, adv=4.111, sprd=0.030]
Ep 055/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:23,  1.48it/s, loss=0.777, pair=0.000, adv=4.111, sprd=0.030]
Ep 055/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.48it/s, loss=0.754, pair=0.003, adv=4.181, sprd=0.024]
Ep 055/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:32,  1.39it/s, loss=0.754, pair=0.003, adv=4.181, sprd=0.024]
Ep 055/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:32,  1.39it/s, loss=0.749, pair=0.000, adv=4.384, sprd=0.022]
Ep 055/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:22,  1.48it/s, loss=0.749, pair=0.000, adv=4.384, sprd=0.022]
Ep 055/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:22,  1.48it/s, loss=0.759, pair=0.005, adv=4.220, sprd=0.023]
Ep 055/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:31,  1.39it/s, loss=0.759, pair=0.005, adv=4.220, sprd=0.023]
Ep 055/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:31,  1.39it/s, loss=0.759, pair=0.003, adv=4.138, sprd=0.024]
Ep 055/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:22,  1.46it/s, loss=0.759, pair=0.003, adv=4.138, sprd=0.024]
Ep 055/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:22,  1.46it/s, loss=0.769, pair=0.001, adv=4.284, sprd=0.027]
Ep 055/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:27,  1.41it/s, loss=0.769, pair=0.001, adv=4.284, sprd=0.027]
Ep 055/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:27,  1.41it/s, loss=0.756, pair=0.000, adv=4.477, sprd=0.025]
Ep 055/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:20,  1.47it/s, loss=0.756, pair=0.000, adv=4.477, sprd=0.025]
Ep 055/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:20,  1.47it/s, loss=0.736, pair=0.000, adv=3.882, sprd=0.020]
Ep 055/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:24,  1.43it/s, loss=0.736, pair=0.000, adv=3.882, sprd=0.020]
Ep 055/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:24,  1.43it/s, loss=0.763, pair=0.000, adv=4.213, sprd=0.024]
Ep 055/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:18,  1.48it/s, loss=0.763, pair=0.000, adv=4.213, sprd=0.024]
Ep 055/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:18,  1.48it/s, loss=0.746, pair=0.000, adv=4.050, sprd=0.021]
Ep 055/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.43it/s, loss=0.746, pair=0.000, adv=4.050, sprd=0.021]
Ep 055/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.43it/s, loss=0.756, pair=0.009, adv=4.449, sprd=0.023]
Ep 055/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:15,  1.49it/s, loss=0.756, pair=0.009, adv=4.449, sprd=0.023]
Ep 055/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:15,  1.49it/s, loss=0.777, pair=0.001, adv=4.041, sprd=0.029]
Ep 055/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.41it/s, loss=0.777, pair=0.001, adv=4.041, sprd=0.029]
Ep 055/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.41it/s, loss=0.745, pair=0.000, adv=4.539, sprd=0.021]
Ep 055/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:15,  1.48it/s, loss=0.745, pair=0.000, adv=4.539, sprd=0.021]
Ep 055/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:15,  1.48it/s, loss=0.739, pair=0.003, adv=3.900, sprd=0.020]
Ep 055/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:18,  1.44it/s, loss=0.739, pair=0.003, adv=3.900, sprd=0.020]
Ep 055/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:18,  1.44it/s, loss=0.734, pair=0.000, adv=4.197, sprd=0.018]
Ep 055/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:08,  1.54it/s, loss=0.734, pair=0.000, adv=4.197, sprd=0.018]
Ep 055/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:08,  1.54it/s, loss=0.739, pair=0.003, adv=4.043, sprd=0.017]
Ep 055/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:15,  1.46it/s, loss=0.739, pair=0.003, adv=4.043, sprd=0.017]
Ep 055/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:15,  1.46it/s, loss=0.753, pair=0.000, adv=4.292, sprd=0.023]
Ep 055/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:09,  1.52it/s, loss=0.753, pair=0.000, adv=4.292, sprd=0.023]
Ep 055/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:09,  1.52it/s, loss=0.745, pair=0.000, adv=4.398, sprd=0.021]
Ep 055/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:14,  1.45it/s, loss=0.745, pair=0.000, adv=4.398, sprd=0.021]
Ep 055/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:14,  1.45it/s, loss=0.750, pair=0.000, adv=4.147, sprd=0.024]
Ep 055/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:09,  1.51it/s, loss=0.750, pair=0.000, adv=4.147, sprd=0.024]
Ep 055/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.51it/s, loss=0.763, pair=0.000, adv=4.207, sprd=0.024]
Ep 055/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:17,  1.41it/s, loss=0.763, pair=0.000, adv=4.207, sprd=0.024]
Ep 055/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:17,  1.41it/s, loss=0.748, pair=0.000, adv=4.212, sprd=0.022]
Ep 055/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:07,  1.51it/s, loss=0.748, pair=0.000, adv=4.212, sprd=0.022]
Ep 055/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:07,  1.51it/s, loss=0.754, pair=0.000, adv=4.183, sprd=0.023]
Ep 055/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:19,  1.37it/s, loss=0.754, pair=0.000, adv=4.183, sprd=0.023]
Ep 055/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:19,  1.37it/s, loss=0.761, pair=0.000, adv=4.850, sprd=0.026]
Ep 055/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:10,  1.46it/s, loss=0.761, pair=0.000, adv=4.850, sprd=0.026]
Ep 055/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:10,  1.46it/s, loss=0.751, pair=0.000, adv=4.152, sprd=0.024]
Ep 055/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.42it/s, loss=0.751, pair=0.000, adv=4.152, sprd=0.024]
Ep 055/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.42it/s, loss=0.753, pair=0.000, adv=4.497, sprd=0.022]
Ep 055/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:07,  1.49it/s, loss=0.753, pair=0.000, adv=4.497, sprd=0.022]
Ep 055/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.49it/s, loss=0.758, pair=0.000, adv=3.996, sprd=0.025]
Ep 055/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:12,  1.42it/s, loss=0.758, pair=0.000, adv=3.996, sprd=0.025]
Ep 055/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:12,  1.42it/s, loss=0.738, pair=0.000, adv=4.143, sprd=0.020]
Ep 055/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:04,  1.50it/s, loss=0.738, pair=0.000, adv=4.143, sprd=0.020]
Ep 055/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:04,  1.50it/s, loss=0.730, pair=0.000, adv=4.187, sprd=0.019]
Ep 055/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:08,  1.44it/s, loss=0.730, pair=0.000, adv=4.187, sprd=0.019]
Ep 055/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:08,  1.44it/s, loss=0.734, pair=0.000, adv=4.460, sprd=0.017]
Ep 055/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:00,  1.54it/s, loss=0.734, pair=0.000, adv=4.460, sprd=0.017]
Ep 055/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:00,  1.54it/s, loss=0.746, pair=0.000, adv=3.874, sprd=0.022]
Ep 055/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.46it/s, loss=0.746, pair=0.000, adv=3.874, sprd=0.022]
Ep 055/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:06,  1.46it/s, loss=0.768, pair=0.000, adv=4.448, sprd=0.026]
Ep 055/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.52it/s, loss=0.768, pair=0.000, adv=4.448, sprd=0.026]
Ep 055/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.52it/s, loss=0.742, pair=0.000, adv=4.151, sprd=0.020]
Ep 055/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:05,  1.45it/s, loss=0.742, pair=0.000, adv=4.151, sprd=0.020]
Ep 055/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:05,  1.45it/s, loss=0.766, pair=0.002, adv=4.560, sprd=0.025]
Ep 055/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<01:59,  1.51it/s, loss=0.766, pair=0.002, adv=4.560, sprd=0.025]
Ep 055/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<01:59,  1.51it/s, loss=0.771, pair=0.000, adv=4.185, sprd=0.029]
Ep 055/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:08,  1.40it/s, loss=0.771, pair=0.000, adv=4.185, sprd=0.029]
Ep 055/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:08,  1.40it/s, loss=0.730, pair=0.005, adv=4.225, sprd=0.017]
Ep 055/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<02:00,  1.49it/s, loss=0.730, pair=0.005, adv=4.225, sprd=0.017]
Ep 055/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.49it/s, loss=0.764, pair=0.002, adv=3.967, sprd=0.026]
Ep 055/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:05,  1.42it/s, loss=0.764, pair=0.002, adv=3.967, sprd=0.026]
Ep 055/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:05,  1.42it/s, loss=0.739, pair=0.004, adv=4.390, sprd=0.020]
Ep 055/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.739, pair=0.004, adv=4.390, sprd=0.020]
Ep 055/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.49it/s, loss=0.741, pair=0.002, adv=4.450, sprd=0.021]
Ep 055/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:04,  1.42it/s, loss=0.741, pair=0.002, adv=4.450, sprd=0.021]
Ep 055/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.42it/s, loss=0.750, pair=0.000, adv=4.037, sprd=0.023]
Ep 055/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:57,  1.49it/s, loss=0.750, pair=0.000, adv=4.037, sprd=0.023]
Ep 055/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.765, pair=0.000, adv=4.335, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.43it/s, loss=0.765, pair=0.000, adv=4.335, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:01,  1.43it/s, loss=0.761, pair=0.000, adv=4.322, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:56,  1.49it/s, loss=0.761, pair=0.000, adv=4.322, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:56,  1.49it/s, loss=0.767, pair=0.000, adv=4.249, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:59,  1.44it/s, loss=0.767, pair=0.000, adv=4.249, sprd=0.026]
Ep 055/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:59,  1.44it/s, loss=0.763, pair=0.000, adv=4.271, sprd=0.026]
Ep 055/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.763, pair=0.000, adv=4.271, sprd=0.026]
Ep 055/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:54,  1.49it/s, loss=0.742, pair=0.000, adv=4.048, sprd=0.020]
Ep 055/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:02,  1.39it/s, loss=0.742, pair=0.000, adv=4.048, sprd=0.020]
Ep 055/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:02,  1.39it/s, loss=0.757, pair=0.000, adv=4.173, sprd=0.024]
Ep 055/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:55,  1.46it/s, loss=0.757, pair=0.000, adv=4.173, sprd=0.024]
Ep 055/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:55,  1.46it/s, loss=0.753, pair=0.000, adv=4.401, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<02:04,  1.35it/s, loss=0.753, pair=0.000, adv=4.401, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:04,  1.35it/s, loss=0.755, pair=0.001, adv=4.576, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:56,  1.44it/s, loss=0.755, pair=0.001, adv=4.576, sprd=0.024]
Ep 055/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:56,  1.44it/s, loss=0.818, pair=0.000, adv=4.064, sprd=0.023]
Ep 055/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:58,  1.41it/s, loss=0.818, pair=0.000, adv=4.064, sprd=0.023]
Ep 055/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:58,  1.41it/s, loss=0.757, pair=0.000, adv=4.104, sprd=0.025]
Ep 055/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:52,  1.47it/s, loss=0.757, pair=0.000, adv=4.104, sprd=0.025]
Ep 055/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:52,  1.47it/s, loss=0.773, pair=0.000, adv=4.551, sprd=0.028]
Ep 055/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:56,  1.41it/s, loss=0.773, pair=0.000, adv=4.551, sprd=0.028]
Ep 055/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:56,  1.41it/s, loss=0.740, pair=0.000, adv=4.089, sprd=0.020]
Ep 055/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:49,  1.49it/s, loss=0.740, pair=0.000, adv=4.089, sprd=0.020]
Ep 055/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:49,  1.49it/s, loss=0.729, pair=0.002, adv=4.251, sprd=0.017]
Ep 055/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:52,  1.44it/s, loss=0.729, pair=0.002, adv=4.251, sprd=0.017]
Ep 055/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:52,  1.44it/s, loss=0.763, pair=0.000, adv=4.275, sprd=0.027]
Ep 055/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.763, pair=0.000, adv=4.275, sprd=0.027]
Ep 055/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.807, pair=0.000, adv=4.474, sprd=0.021]
Ep 055/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:50,  1.45it/s, loss=0.807, pair=0.000, adv=4.474, sprd=0.021]
Ep 055/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:50,  1.45it/s, loss=0.758, pair=0.003, adv=4.710, sprd=0.024]
Ep 055/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.51it/s, loss=0.758, pair=0.003, adv=4.710, sprd=0.024]
Ep 055/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.747, pair=0.002, adv=4.308, sprd=0.022]
Ep 055/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.44it/s, loss=0.747, pair=0.002, adv=4.308, sprd=0.022]
Ep 055/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:50,  1.44it/s, loss=0.742, pair=0.000, adv=3.561, sprd=0.021]
Ep 055/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:44,  1.50it/s, loss=0.742, pair=0.000, adv=3.561, sprd=0.021]
Ep 055/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.757, pair=0.000, adv=4.132, sprd=0.025]
Ep 055/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:52,  1.38it/s, loss=0.757, pair=0.000, adv=4.132, sprd=0.025]
Ep 055/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.38it/s, loss=0.780, pair=0.003, adv=4.399, sprd=0.028]
Ep 055/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:47,  1.45it/s, loss=0.780, pair=0.003, adv=4.399, sprd=0.028]
Ep 055/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:47,  1.45it/s, loss=0.752, pair=0.001, adv=4.672, sprd=0.024]
Ep 055/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.752, pair=0.001, adv=4.672, sprd=0.024]
Ep 055/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:49,  1.41it/s, loss=0.763, pair=0.000, adv=4.152, sprd=0.025]
Ep 055/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:43,  1.48it/s, loss=0.763, pair=0.000, adv=4.152, sprd=0.025]
Ep 055/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.770, pair=0.000, adv=4.604, sprd=0.028]
Ep 055/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:50,  1.37it/s, loss=0.770, pair=0.000, adv=4.604, sprd=0.028]
Ep 055/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:50,  1.37it/s, loss=0.753, pair=0.000, adv=4.159, sprd=0.023]
Ep 055/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.753, pair=0.000, adv=4.159, sprd=0.023]
Ep 055/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:43,  1.46it/s, loss=0.742, pair=0.000, adv=4.060, sprd=0.020]
Ep 055/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:45,  1.43it/s, loss=0.742, pair=0.000, adv=4.060, sprd=0.020]
Ep 055/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:45,  1.43it/s, loss=0.754, pair=0.000, adv=3.969, sprd=0.024]
Ep 055/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.49it/s, loss=0.754, pair=0.000, adv=3.969, sprd=0.024]
Ep 055/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:40,  1.49it/s, loss=0.815, pair=0.000, adv=3.771, sprd=0.021]
Ep 055/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.45it/s, loss=0.815, pair=0.000, adv=3.771, sprd=0.021]
Ep 055/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:41,  1.45it/s, loss=0.767, pair=0.000, adv=4.106, sprd=0.025]
Ep 055/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:38,  1.50it/s, loss=0.767, pair=0.000, adv=4.106, sprd=0.025]
Ep 055/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.50it/s, loss=0.761, pair=0.000, adv=4.479, sprd=0.026]
Ep 055/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:40,  1.45it/s, loss=0.761, pair=0.000, adv=4.479, sprd=0.026]
Ep 055/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.729, pair=0.000, adv=4.310, sprd=0.016]
Ep 055/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:34,  1.54it/s, loss=0.729, pair=0.000, adv=4.310, sprd=0.016]
Ep 055/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:34,  1.54it/s, loss=0.823, pair=0.000, adv=4.566, sprd=0.023]
Ep 055/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:37,  1.48it/s, loss=0.823, pair=0.000, adv=4.566, sprd=0.023]
Ep 055/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:37,  1.48it/s, loss=0.744, pair=0.000, adv=4.103, sprd=0.021]
Ep 055/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:32,  1.54it/s, loss=0.744, pair=0.000, adv=4.103, sprd=0.021]
Ep 055/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:32,  1.54it/s, loss=0.737, pair=0.000, adv=4.197, sprd=0.019]
Ep 055/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.737, pair=0.000, adv=4.197, sprd=0.019]
Ep 055/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.731, pair=0.000, adv=3.889, sprd=0.018]
Ep 055/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:32,  1.52it/s, loss=0.731, pair=0.000, adv=3.889, sprd=0.018]
Ep 055/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:32,  1.52it/s, loss=0.751, pair=0.000, adv=4.365, sprd=0.023]
Ep 055/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:36,  1.45it/s, loss=0.751, pair=0.000, adv=4.365, sprd=0.023]
Ep 055/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:36,  1.45it/s, loss=0.746, pair=0.005, adv=4.398, sprd=0.021]
Ep 055/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.51it/s, loss=0.746, pair=0.005, adv=4.398, sprd=0.021]
Ep 055/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.51it/s, loss=0.729, pair=0.000, adv=4.431, sprd=0.017]
Ep 055/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:37,  1.42it/s, loss=0.729, pair=0.000, adv=4.431, sprd=0.017]
Ep 055/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:37,  1.42it/s, loss=0.762, pair=0.000, adv=4.453, sprd=0.027]
Ep 055/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:32,  1.48it/s, loss=0.762, pair=0.000, adv=4.453, sprd=0.027]
Ep 055/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:32,  1.48it/s, loss=0.741, pair=0.005, adv=4.357, sprd=0.019]
Ep 055/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.45it/s, loss=0.741, pair=0.005, adv=4.357, sprd=0.019]
Ep 055/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.45it/s, loss=0.751, pair=0.003, adv=4.353, sprd=0.024]
Ep 055/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:28,  1.53it/s, loss=0.751, pair=0.003, adv=4.353, sprd=0.024]
Ep 055/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.53it/s, loss=0.747, pair=0.000, adv=4.461, sprd=0.021]
Ep 055/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:32,  1.45it/s, loss=0.747, pair=0.000, adv=4.461, sprd=0.021]
Ep 055/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:32,  1.45it/s, loss=0.746, pair=0.000, adv=4.472, sprd=0.022]
Ep 055/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.52it/s, loss=0.746, pair=0.000, adv=4.472, sprd=0.022]
Ep 055/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.52it/s, loss=0.761, pair=0.002, adv=4.296, sprd=0.025]
Ep 055/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.761, pair=0.002, adv=4.296, sprd=0.025]
Ep 055/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.45it/s, loss=0.743, pair=0.003, adv=4.735, sprd=0.020]
Ep 055/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:25,  1.53it/s, loss=0.743, pair=0.003, adv=4.735, sprd=0.020]
Ep 055/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:25,  1.53it/s, loss=0.758, pair=0.000, adv=4.052, sprd=0.025]
Ep 055/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:31,  1.42it/s, loss=0.758, pair=0.000, adv=4.052, sprd=0.025]
Ep 055/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:31,  1.42it/s, loss=0.764, pair=0.000, adv=4.342, sprd=0.027]
Ep 055/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.49it/s, loss=0.764, pair=0.000, adv=4.342, sprd=0.027]
Ep 055/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.49it/s, loss=0.749, pair=0.001, adv=4.558, sprd=0.020]
Ep 055/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:28,  1.45it/s, loss=0.749, pair=0.001, adv=4.558, sprd=0.020]
Ep 055/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:28,  1.45it/s, loss=0.738, pair=0.001, adv=4.262, sprd=0.019]
Ep 055/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.51it/s, loss=0.738, pair=0.001, adv=4.262, sprd=0.019]
Ep 055/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:23,  1.51it/s, loss=0.736, pair=0.002, adv=3.973, sprd=0.019]
Ep 055/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.736, pair=0.002, adv=3.973, sprd=0.019]
Ep 055/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.734, pair=0.000, adv=3.990, sprd=0.018]
Ep 055/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.734, pair=0.000, adv=3.990, sprd=0.018]
Ep 055/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.50it/s, loss=0.750, pair=0.000, adv=4.231, sprd=0.021]
Ep 055/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:26,  1.43it/s, loss=0.750, pair=0.000, adv=4.231, sprd=0.021]
Ep 055/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.43it/s, loss=0.752, pair=0.003, adv=4.097, sprd=0.022]
Ep 055/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.752, pair=0.003, adv=4.097, sprd=0.022]
Ep 055/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.756, pair=0.000, adv=4.266, sprd=0.025]
Ep 055/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:25,  1.43it/s, loss=0.756, pair=0.000, adv=4.266, sprd=0.025]
Ep 055/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.756, pair=0.000, adv=4.191, sprd=0.025]
Ep 055/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.756, pair=0.000, adv=4.191, sprd=0.025]
Ep 055/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.774, pair=0.000, adv=4.485, sprd=0.029]
Ep 055/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.41it/s, loss=0.774, pair=0.000, adv=4.485, sprd=0.029]
Ep 055/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:24,  1.41it/s, loss=0.749, pair=0.000, adv=4.142, sprd=0.023]
Ep 055/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:20,  1.48it/s, loss=0.749, pair=0.000, adv=4.142, sprd=0.023]
Ep 055/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:20,  1.48it/s, loss=0.748, pair=0.000, adv=4.301, sprd=0.022]
Ep 055/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:26,  1.37it/s, loss=0.748, pair=0.000, adv=4.301, sprd=0.022]
Ep 055/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:26,  1.37it/s, loss=0.752, pair=0.000, adv=3.907, sprd=0.021]
Ep 055/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:20,  1.45it/s, loss=0.752, pair=0.000, adv=3.907, sprd=0.021]
Ep 055/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:20,  1.45it/s, loss=0.741, pair=0.000, adv=4.223, sprd=0.020]
Ep 055/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.741, pair=0.000, adv=4.223, sprd=0.020]
Ep 055/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:21,  1.43it/s, loss=0.749, pair=0.000, adv=4.240, sprd=0.021]
Ep 055/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.51it/s, loss=0.749, pair=0.000, adv=4.240, sprd=0.021]
Ep 055/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.734, pair=0.002, adv=4.042, sprd=0.018]
Ep 055/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.45it/s, loss=0.734, pair=0.002, adv=4.042, sprd=0.018]
Ep 055/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:18,  1.45it/s, loss=0.745, pair=0.004, adv=4.301, sprd=0.021]
Ep 055/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:14,  1.52it/s, loss=0.745, pair=0.004, adv=4.301, sprd=0.021]
Ep 055/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.52it/s, loss=0.762, pair=0.000, adv=4.269, sprd=0.024]
Ep 055/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.45it/s, loss=0.762, pair=0.000, adv=4.269, sprd=0.024]
Ep 055/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.728, pair=0.000, adv=4.220, sprd=0.017]
Ep 055/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:12,  1.53it/s, loss=0.728, pair=0.000, adv=4.220, sprd=0.017]
Ep 055/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:12,  1.53it/s, loss=0.748, pair=0.000, adv=3.749, sprd=0.022]
Ep 055/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:14,  1.48it/s, loss=0.748, pair=0.000, adv=3.749, sprd=0.022]
Ep 055/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:14,  1.48it/s, loss=0.741, pair=0.000, adv=4.221, sprd=0.020]
Ep 055/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:10,  1.55it/s, loss=0.741, pair=0.000, adv=4.221, sprd=0.020]
Ep 055/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:10,  1.55it/s, loss=0.763, pair=0.000, adv=4.473, sprd=0.027]
Ep 055/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:13,  1.46it/s, loss=0.763, pair=0.000, adv=4.473, sprd=0.027]
Ep 055/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:13,  1.46it/s, loss=0.752, pair=0.000, adv=4.702, sprd=0.023]
Ep 055/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:10,  1.52it/s, loss=0.752, pair=0.000, adv=4.702, sprd=0.023]
Ep 055/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:10,  1.52it/s, loss=0.778, pair=0.000, adv=4.268, sprd=0.029]
Ep 055/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:13,  1.45it/s, loss=0.778, pair=0.000, adv=4.268, sprd=0.029]
Ep 055/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.45it/s, loss=0.725, pair=0.000, adv=3.789, sprd=0.016]
Ep 055/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:08,  1.54it/s, loss=0.725, pair=0.000, adv=3.789, sprd=0.016]
Ep 055/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:08,  1.54it/s, loss=0.759, pair=0.004, adv=3.956, sprd=0.024]
Ep 055/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.759, pair=0.004, adv=3.956, sprd=0.024]
Ep 055/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:13,  1.41it/s, loss=0.773, pair=0.000, adv=4.221, sprd=0.030]
Ep 055/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:10,  1.47it/s, loss=0.773, pair=0.000, adv=4.221, sprd=0.030]
Ep 055/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:10,  1.47it/s, loss=0.747, pair=0.000, adv=4.430, sprd=0.023]
Ep 055/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:11,  1.43it/s, loss=0.747, pair=0.000, adv=4.430, sprd=0.023]
Ep 055/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.43it/s, loss=0.743, pair=0.000, adv=4.393, sprd=0.021]
Ep 055/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.51it/s, loss=0.743, pair=0.000, adv=4.393, sprd=0.021]
Ep 055/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.51it/s, loss=0.776, pair=0.000, adv=4.121, sprd=0.029]
Ep 055/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:11,  1.40it/s, loss=0.776, pair=0.000, adv=4.121, sprd=0.029]
Ep 055/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:11,  1.40it/s, loss=0.748, pair=0.005, adv=4.059, sprd=0.021]
Ep 055/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:07,  1.47it/s, loss=0.748, pair=0.005, adv=4.059, sprd=0.021]
Ep 055/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:07,  1.47it/s, loss=0.771, pair=0.001, adv=4.544, sprd=0.030]
Ep 055/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.771, pair=0.001, adv=4.544, sprd=0.030]
Ep 055/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.772, pair=0.000, adv=4.433, sprd=0.029]
Ep 055/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:05,  1.48it/s, loss=0.772, pair=0.000, adv=4.433, sprd=0.029]
Ep 055/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:05,  1.48it/s, loss=0.749, pair=0.004, adv=4.159, sprd=0.022]
Ep 055/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:07,  1.42it/s, loss=0.749, pair=0.004, adv=4.159, sprd=0.022]
Ep 055/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.42it/s, loss=0.759, pair=0.000, adv=4.177, sprd=0.025]
Ep 055/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:04,  1.48it/s, loss=0.759, pair=0.000, adv=4.177, sprd=0.025]
Ep 055/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:04,  1.48it/s, loss=0.771, pair=0.001, adv=4.469, sprd=0.028]
Ep 055/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.771, pair=0.001, adv=4.469, sprd=0.028]
Ep 055/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.758, pair=0.000, adv=3.944, sprd=0.026]
Ep 055/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:02,  1.50it/s, loss=0.758, pair=0.000, adv=3.944, sprd=0.026]
Ep 055/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.50it/s, loss=0.759, pair=0.007, adv=4.385, sprd=0.026]
Ep 055/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.759, pair=0.007, adv=4.385, sprd=0.026]
Ep 055/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.724, pair=0.005, adv=4.324, sprd=0.017]
Ep 055/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<01:00,  1.50it/s, loss=0.724, pair=0.005, adv=4.324, sprd=0.017]
Ep 055/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.50it/s, loss=0.755, pair=0.000, adv=4.159, sprd=0.025]
Ep 055/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:02,  1.45it/s, loss=0.755, pair=0.000, adv=4.159, sprd=0.025]
Ep 055/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.45it/s, loss=0.748, pair=0.000, adv=3.952, sprd=0.022]
Ep 055/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:58,  1.51it/s, loss=0.748, pair=0.000, adv=3.952, sprd=0.022]
Ep 055/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:58,  1.51it/s, loss=0.787, pair=0.004, adv=3.896, sprd=0.032]
Ep 055/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.42it/s, loss=0.787, pair=0.004, adv=3.896, sprd=0.032]
Ep 055/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.42it/s, loss=0.759, pair=0.004, adv=4.159, sprd=0.024]
Ep 055/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:58,  1.49it/s, loss=0.759, pair=0.004, adv=4.159, sprd=0.024]
Ep 055/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.49it/s, loss=0.756, pair=0.000, adv=4.364, sprd=0.026]
Ep 055/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.756, pair=0.000, adv=4.364, sprd=0.026]
Ep 055/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.743, pair=0.000, adv=4.014, sprd=0.022]
Ep 055/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.743, pair=0.000, adv=4.014, sprd=0.022]
Ep 055/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.733, pair=0.000, adv=4.080, sprd=0.020]
Ep 055/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:58,  1.44it/s, loss=0.733, pair=0.000, adv=4.080, sprd=0.020]
Ep 055/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.44it/s, loss=0.767, pair=0.000, adv=4.422, sprd=0.026]
Ep 055/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.50it/s, loss=0.767, pair=0.000, adv=4.422, sprd=0.026]
Ep 055/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.50it/s, loss=0.754, pair=0.000, adv=4.591, sprd=0.023]
Ep 055/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.43it/s, loss=0.754, pair=0.000, adv=4.591, sprd=0.023]
Ep 055/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.43it/s, loss=0.755, pair=0.000, adv=4.213, sprd=0.023]
Ep 055/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:54,  1.48it/s, loss=0.755, pair=0.000, adv=4.213, sprd=0.023]
Ep 055/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.48it/s, loss=0.748, pair=0.001, adv=4.197, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:58,  1.37it/s, loss=0.748, pair=0.001, adv=4.197, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:58,  1.37it/s, loss=0.741, pair=0.000, adv=4.600, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:54,  1.46it/s, loss=0.741, pair=0.000, adv=4.600, sprd=0.021]
Ep 055/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:54,  1.46it/s, loss=0.819, pair=0.000, adv=4.324, sprd=0.020]
Ep 055/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.819, pair=0.000, adv=4.324, sprd=0.020]
Ep 055/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.742, pair=0.000, adv=3.691, sprd=0.020]
Ep 055/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.49it/s, loss=0.742, pair=0.000, adv=3.691, sprd=0.020]
Ep 055/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.765, pair=0.000, adv=4.229, sprd=0.027]
Ep 055/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.43it/s, loss=0.765, pair=0.000, adv=4.229, sprd=0.027]
Ep 055/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.43it/s, loss=0.752, pair=0.000, adv=4.100, sprd=0.024]
Ep 055/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.49it/s, loss=0.752, pair=0.000, adv=4.100, sprd=0.024]
Ep 055/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.742, pair=0.002, adv=4.029, sprd=0.020]
Ep 055/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.43it/s, loss=0.742, pair=0.002, adv=4.029, sprd=0.020]
Ep 055/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.43it/s, loss=0.785, pair=0.004, adv=4.311, sprd=0.032]
Ep 055/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.48it/s, loss=0.785, pair=0.004, adv=4.311, sprd=0.032]
Ep 055/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.48it/s, loss=0.769, pair=0.001, adv=4.277, sprd=0.028]
Ep 055/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:52,  1.38it/s, loss=0.769, pair=0.001, adv=4.277, sprd=0.028]
Ep 055/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:52,  1.38it/s, loss=0.759, pair=0.005, adv=4.289, sprd=0.024]
Ep 055/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:48,  1.46it/s, loss=0.759, pair=0.005, adv=4.289, sprd=0.024]
Ep 055/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.46it/s, loss=0.750, pair=0.002, adv=4.152, sprd=0.023]
Ep 055/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.40it/s, loss=0.750, pair=0.002, adv=4.152, sprd=0.023]
Ep 055/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.40it/s, loss=0.779, pair=0.001, adv=4.253, sprd=0.031]
Ep 055/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:47,  1.46it/s, loss=0.779, pair=0.001, adv=4.253, sprd=0.031]
Ep 055/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:47,  1.46it/s, loss=0.779, pair=0.002, adv=4.251, sprd=0.030]
Ep 055/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:49,  1.37it/s, loss=0.779, pair=0.002, adv=4.251, sprd=0.030]
Ep 055/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:49,  1.37it/s, loss=0.723, pair=0.000, adv=4.240, sprd=0.015]
Ep 055/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:45,  1.47it/s, loss=0.723, pair=0.000, adv=4.240, sprd=0.015]
Ep 055/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:45,  1.47it/s, loss=0.745, pair=0.000, adv=4.132, sprd=0.023]
Ep 055/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:47,  1.39it/s, loss=0.745, pair=0.000, adv=4.132, sprd=0.023]
Ep 055/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:47,  1.39it/s, loss=0.740, pair=0.000, adv=4.032, sprd=0.019]
Ep 055/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:44,  1.47it/s, loss=0.740, pair=0.000, adv=4.032, sprd=0.019]
Ep 055/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:44,  1.47it/s, loss=0.756, pair=0.000, adv=4.254, sprd=0.022]
Ep 055/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:45,  1.42it/s, loss=0.756, pair=0.000, adv=4.254, sprd=0.022]
Ep 055/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:45,  1.42it/s, loss=0.771, pair=0.001, adv=4.425, sprd=0.027]
Ep 055/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.771, pair=0.001, adv=4.425, sprd=0.027]
Ep 055/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.751, pair=0.000, adv=4.316, sprd=0.023]
Ep 055/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.42it/s, loss=0.751, pair=0.000, adv=4.316, sprd=0.023]
Ep 055/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.42it/s, loss=0.756, pair=0.001, adv=4.121, sprd=0.022]
Ep 055/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:41,  1.48it/s, loss=0.756, pair=0.001, adv=4.121, sprd=0.022]
Ep 055/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.811, pair=0.001, adv=4.094, sprd=0.021]
Ep 055/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.43it/s, loss=0.811, pair=0.001, adv=4.094, sprd=0.021]
Ep 055/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.768, pair=0.000, adv=4.367, sprd=0.026]
Ep 055/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.49it/s, loss=0.768, pair=0.000, adv=4.367, sprd=0.026]
Ep 055/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.49it/s, loss=0.741, pair=0.002, adv=4.056, sprd=0.021]
Ep 055/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:40,  1.43it/s, loss=0.741, pair=0.002, adv=4.056, sprd=0.021]
Ep 055/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.43it/s, loss=0.770, pair=0.000, adv=4.234, sprd=0.028]
Ep 055/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.48it/s, loss=0.770, pair=0.000, adv=4.234, sprd=0.028]
Ep 055/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.734, pair=0.001, adv=4.205, sprd=0.020]
Ep 055/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.734, pair=0.001, adv=4.205, sprd=0.020]
Ep 055/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.764, pair=0.000, adv=4.279, sprd=0.025]
Ep 055/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:36,  1.50it/s, loss=0.764, pair=0.000, adv=4.279, sprd=0.025]
Ep 055/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.50it/s, loss=0.734, pair=0.000, adv=3.904, sprd=0.016]
Ep 055/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:36,  1.48it/s, loss=0.734, pair=0.000, adv=3.904, sprd=0.016]
Ep 055/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:36,  1.48it/s, loss=0.751, pair=0.000, adv=4.372, sprd=0.025]
Ep 055/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:34,  1.52it/s, loss=0.751, pair=0.000, adv=4.372, sprd=0.025]
Ep 055/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:34,  1.52it/s, loss=0.759, pair=0.001, adv=4.201, sprd=0.026]
Ep 055/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:35,  1.45it/s, loss=0.759, pair=0.001, adv=4.201, sprd=0.026]
Ep 055/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:35,  1.45it/s, loss=0.725, pair=0.004, adv=3.845, sprd=0.014]
Ep 055/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:33,  1.53it/s, loss=0.725, pair=0.004, adv=3.845, sprd=0.014]
Ep 055/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.53it/s, loss=0.753, pair=0.000, adv=3.817, sprd=0.023]
Ep 055/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.45it/s, loss=0.753, pair=0.000, adv=3.817, sprd=0.023]
Ep 055/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.45it/s, loss=0.736, pair=0.000, adv=4.273, sprd=0.017]
Ep 055/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:31,  1.54it/s, loss=0.736, pair=0.000, adv=4.273, sprd=0.017]
Ep 055/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:31,  1.54it/s, loss=0.760, pair=0.000, adv=3.988, sprd=0.024]
Ep 055/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.44it/s, loss=0.760, pair=0.000, adv=3.988, sprd=0.024]
Ep 055/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.44it/s, loss=0.776, pair=0.000, adv=4.377, sprd=0.031]
Ep 055/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.776, pair=0.000, adv=4.377, sprd=0.031]
Ep 055/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.48it/s, loss=0.748, pair=0.002, adv=4.318, sprd=0.021]
Ep 055/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.42it/s, loss=0.748, pair=0.002, adv=4.318, sprd=0.021]
Ep 055/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.42it/s, loss=0.741, pair=0.000, adv=3.649, sprd=0.022]
Ep 055/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.48it/s, loss=0.741, pair=0.000, adv=3.649, sprd=0.022]
Ep 055/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.48it/s, loss=0.772, pair=0.000, adv=4.326, sprd=0.029]
Ep 055/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.772, pair=0.000, adv=4.326, sprd=0.029]
Ep 055/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.43it/s, loss=0.758, pair=0.006, adv=4.208, sprd=0.023]
Ep 055/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.49it/s, loss=0.758, pair=0.006, adv=4.208, sprd=0.023]
Ep 055/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.750, pair=0.001, adv=4.084, sprd=0.023]
Ep 055/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:30,  1.40it/s, loss=0.750, pair=0.001, adv=4.084, sprd=0.023]
Ep 055/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:30,  1.40it/s, loss=0.740, pair=0.001, adv=4.168, sprd=0.020]
Ep 055/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.50it/s, loss=0.740, pair=0.001, adv=4.168, sprd=0.020]
Ep 055/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.50it/s, loss=0.749, pair=0.000, adv=4.186, sprd=0.022]
Ep 055/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.749, pair=0.000, adv=4.186, sprd=0.022]
Ep 055/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.750, pair=0.002, adv=4.252, sprd=0.023]
Ep 055/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:26,  1.49it/s, loss=0.750, pair=0.002, adv=4.252, sprd=0.023]
Ep 055/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.49it/s, loss=0.748, pair=0.000, adv=4.380, sprd=0.022]
Ep 055/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.43it/s, loss=0.748, pair=0.000, adv=4.380, sprd=0.022]
Ep 055/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.43it/s, loss=0.748, pair=0.000, adv=3.981, sprd=0.023]
Ep 055/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.49it/s, loss=0.748, pair=0.000, adv=3.981, sprd=0.023]
Ep 055/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.49it/s, loss=0.777, pair=0.000, adv=4.416, sprd=0.029]
Ep 055/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:25,  1.43it/s, loss=0.777, pair=0.000, adv=4.416, sprd=0.029]
Ep 055/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.758, pair=0.005, adv=4.307, sprd=0.024]
Ep 055/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.49it/s, loss=0.758, pair=0.005, adv=4.307, sprd=0.024]
Ep 055/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.764, pair=0.001, adv=4.302, sprd=0.026]
Ep 055/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.42it/s, loss=0.764, pair=0.001, adv=4.302, sprd=0.026]
Ep 055/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.42it/s, loss=0.770, pair=0.000, adv=4.352, sprd=0.029]
Ep 055/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.47it/s, loss=0.770, pair=0.000, adv=4.352, sprd=0.029]
Ep 055/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.47it/s, loss=0.727, pair=0.000, adv=4.267, sprd=0.018]
Ep 055/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.44it/s, loss=0.727, pair=0.000, adv=4.267, sprd=0.018]
Ep 055/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.44it/s, loss=0.739, pair=0.003, adv=3.872, sprd=0.020]
Ep 055/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.52it/s, loss=0.739, pair=0.003, adv=3.872, sprd=0.020]
Ep 055/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.52it/s, loss=0.822, pair=0.002, adv=4.102, sprd=0.024]
Ep 055/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:20,  1.44it/s, loss=0.822, pair=0.002, adv=4.102, sprd=0.024]
Ep 055/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.44it/s, loss=0.762, pair=0.001, adv=4.075, sprd=0.025]
Ep 055/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.49it/s, loss=0.762, pair=0.001, adv=4.075, sprd=0.025]
Ep 055/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.49it/s, loss=0.755, pair=0.003, adv=4.150, sprd=0.024]
Ep 055/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.44it/s, loss=0.755, pair=0.003, adv=4.150, sprd=0.024]
Ep 055/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.44it/s, loss=0.769, pair=0.000, adv=4.246, sprd=0.028]
Ep 055/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:18,  1.49it/s, loss=0.769, pair=0.000, adv=4.246, sprd=0.028]
Ep 055/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.758, pair=0.002, adv=4.287, sprd=0.024]
Ep 055/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.42it/s, loss=0.758, pair=0.002, adv=4.287, sprd=0.024]
Ep 055/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.42it/s, loss=0.778, pair=0.001, adv=4.079, sprd=0.029]
Ep 055/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.47it/s, loss=0.778, pair=0.001, adv=4.079, sprd=0.029]
Ep 055/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.47it/s, loss=0.749, pair=0.000, adv=4.597, sprd=0.023]
Ep 055/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.39it/s, loss=0.749, pair=0.000, adv=4.597, sprd=0.023]
Ep 055/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.39it/s, loss=0.756, pair=0.000, adv=4.053, sprd=0.023]
Ep 055/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.47it/s, loss=0.756, pair=0.000, adv=4.053, sprd=0.023]
Ep 055/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.47it/s, loss=0.742, pair=0.000, adv=4.118, sprd=0.021]
Ep 055/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.42it/s, loss=0.742, pair=0.000, adv=4.118, sprd=0.021]
Ep 055/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.42it/s, loss=0.749, pair=0.000, adv=4.278, sprd=0.023]
Ep 055/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.49it/s, loss=0.749, pair=0.000, adv=4.278, sprd=0.023]
Ep 055/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.49it/s, loss=0.750, pair=0.003, adv=4.316, sprd=0.022]
Ep 055/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:14,  1.39it/s, loss=0.750, pair=0.003, adv=4.316, sprd=0.022]
Ep 055/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.39it/s, loss=0.741, pair=0.000, adv=4.178, sprd=0.020]
Ep 055/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.49it/s, loss=0.741, pair=0.000, adv=4.178, sprd=0.020]
Ep 055/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.49it/s, loss=0.763, pair=0.000, adv=4.468, sprd=0.025]
Ep 055/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.42it/s, loss=0.763, pair=0.000, adv=4.468, sprd=0.025]
Ep 055/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.42it/s, loss=0.746, pair=0.000, adv=3.821, sprd=0.022]
Ep 055/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.49it/s, loss=0.746, pair=0.000, adv=3.821, sprd=0.022]
Ep 055/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.49it/s, loss=0.741, pair=0.001, adv=4.189, sprd=0.021]
Ep 055/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.43it/s, loss=0.741, pair=0.001, adv=4.189, sprd=0.021]
Ep 055/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.755, pair=0.000, adv=4.138, sprd=0.024]
Ep 055/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.48it/s, loss=0.755, pair=0.000, adv=4.138, sprd=0.024]
Ep 055/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.48it/s, loss=0.759, pair=0.000, adv=3.980, sprd=0.026]
Ep 055/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.43it/s, loss=0.759, pair=0.000, adv=3.980, sprd=0.026]
Ep 055/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.43it/s, loss=0.750, pair=0.003, adv=3.687, sprd=0.022]
Ep 055/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.49it/s, loss=0.750, pair=0.003, adv=3.687, sprd=0.022]
Ep 055/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.727, pair=0.000, adv=3.843, sprd=0.017]
Ep 055/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.43it/s, loss=0.727, pair=0.000, adv=3.843, sprd=0.017]
Ep 055/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.43it/s, loss=0.770, pair=0.000, adv=3.899, sprd=0.028]
Ep 055/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.48it/s, loss=0.770, pair=0.000, adv=3.899, sprd=0.028]
Ep 055/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.48it/s, loss=0.741, pair=0.003, adv=4.097, sprd=0.019]
Ep 055/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.47it/s, loss=0.741, pair=0.003, adv=4.097, sprd=0.019]
Ep 055/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.47it/s, loss=0.793, pair=0.002, adv=4.154, sprd=0.035]
Ep 055/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.50it/s, loss=0.793, pair=0.002, adv=4.154, sprd=0.035]
Ep 055/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.50it/s, loss=0.762, pair=0.001, adv=4.185, sprd=0.027]
Ep 055/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.762, pair=0.001, adv=4.185, sprd=0.027]
Ep 055/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.730, pair=0.000, adv=3.967, sprd=0.017]
Ep 055/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.53it/s, loss=0.730, pair=0.000, adv=3.967, sprd=0.017]
Ep 055/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.53it/s, loss=0.765, pair=0.000, adv=3.963, sprd=0.027]
Ep 055/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.45it/s, loss=0.765, pair=0.000, adv=3.963, sprd=0.027]
Ep 055/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.45it/s, loss=0.748, pair=0.001, adv=3.996, sprd=0.023]
Ep 055/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.52it/s, loss=0.748, pair=0.001, adv=3.996, sprd=0.023]
Ep 055/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.52it/s, loss=0.727, pair=0.001, adv=4.363, sprd=0.018]
Ep 055/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.43it/s, loss=0.727, pair=0.001, adv=4.363, sprd=0.018]
Ep 055/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.43it/s, loss=0.746, pair=0.003, adv=3.962, sprd=0.021]
Ep 055/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.51it/s, loss=0.746, pair=0.003, adv=3.962, sprd=0.021]
Ep 055/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.51it/s, loss=0.744, pair=0.000, adv=4.104, sprd=0.022]
Ep 055/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.744, pair=0.000, adv=4.104, sprd=0.022]
Ep 055/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.42it/s, loss=0.753, pair=0.000, adv=4.198, sprd=0.023]
Ep 055/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.49it/s, loss=0.753, pair=0.000, adv=4.198, sprd=0.023]
Ep 055/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.49it/s, loss=0.737, pair=0.000, adv=4.136, sprd=0.019]
Ep 055/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.44it/s, loss=0.737, pair=0.000, adv=4.136, sprd=0.019]
                                                                                                              
Epoch 055/60 [S3:+sens]  loss=0.7555  mat=0.3389  sens=1.0110  pair=0.0008  adv=4.2360(rand=3.37)  deg=0.0064  orth=0.0003  spread=0.0232  q_mean=50.8  q_std=16.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=7.32e-06  229s

Ep 056/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 056/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.736, pair=0.000, adv=4.419, sprd=0.018]
Ep 056/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:25,  1.16s/it, loss=0.736, pair=0.000, adv=4.419, sprd=0.018]
Ep 056/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:25,  1.16s/it, loss=0.738, pair=0.000, adv=4.213, sprd=0.020]
Ep 056/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:27,  1.24it/s, loss=0.738, pair=0.000, adv=4.213, sprd=0.020]
Ep 056/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:27,  1.24it/s, loss=0.734, pair=0.000, adv=4.134, sprd=0.020]
Ep 056/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:15,  1.29it/s, loss=0.734, pair=0.000, adv=4.134, sprd=0.020]
Ep 056/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:15,  1.29it/s, loss=0.752, pair=0.000, adv=4.186, sprd=0.022]
Ep 056/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.752, pair=0.000, adv=4.186, sprd=0.022]
Ep 056/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:54,  1.40it/s, loss=0.770, pair=0.001, adv=4.351, sprd=0.029]
Ep 056/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:58,  1.37it/s, loss=0.770, pair=0.001, adv=4.351, sprd=0.029]
Ep 056/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:58,  1.37it/s, loss=0.748, pair=0.000, adv=4.227, sprd=0.024]
Ep 056/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:43,  1.47it/s, loss=0.748, pair=0.000, adv=4.227, sprd=0.024]
Ep 056/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:43,  1.47it/s, loss=0.748, pair=0.000, adv=3.816, sprd=0.022]
Ep 056/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:00,  1.36it/s, loss=0.748, pair=0.000, adv=3.816, sprd=0.022]
Ep 056/60 [S3:+sens]:   2%|    | 7/333 [00:05<04:00,  1.36it/s, loss=0.761, pair=0.000, adv=3.836, sprd=0.025]
Ep 056/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:46,  1.43it/s, loss=0.761, pair=0.000, adv=3.836, sprd=0.025]
Ep 056/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:46,  1.43it/s, loss=0.750, pair=0.002, adv=3.921, sprd=0.021]
Ep 056/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:50,  1.41it/s, loss=0.750, pair=0.002, adv=3.921, sprd=0.021]
Ep 056/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:50,  1.41it/s, loss=0.763, pair=0.000, adv=4.321, sprd=0.024]
Ep 056/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.47it/s, loss=0.763, pair=0.000, adv=4.321, sprd=0.024]
Ep 056/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:40,  1.47it/s, loss=0.759, pair=0.001, adv=3.828, sprd=0.024]
Ep 056/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:50,  1.40it/s, loss=0.759, pair=0.001, adv=3.828, sprd=0.024]
Ep 056/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:50,  1.40it/s, loss=0.769, pair=0.000, adv=4.060, sprd=0.027]
Ep 056/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:39,  1.46it/s, loss=0.769, pair=0.000, adv=4.060, sprd=0.027]
Ep 056/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:39,  1.46it/s, loss=0.749, pair=0.003, adv=4.151, sprd=0.022]
Ep 056/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:48,  1.40it/s, loss=0.749, pair=0.003, adv=4.151, sprd=0.022]
Ep 056/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:48,  1.40it/s, loss=0.763, pair=0.002, adv=4.400, sprd=0.024]
Ep 056/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:37,  1.47it/s, loss=0.763, pair=0.002, adv=4.400, sprd=0.024]
Ep 056/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:37,  1.47it/s, loss=0.753, pair=0.002, adv=4.542, sprd=0.023]
Ep 056/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:44,  1.42it/s, loss=0.753, pair=0.002, adv=4.542, sprd=0.023]
Ep 056/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:44,  1.42it/s, loss=0.726, pair=0.000, adv=4.002, sprd=0.018]
Ep 056/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:32,  1.49it/s, loss=0.726, pair=0.000, adv=4.002, sprd=0.018]
Ep 056/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:32,  1.49it/s, loss=0.764, pair=0.000, adv=4.682, sprd=0.027]
Ep 056/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:38,  1.44it/s, loss=0.764, pair=0.000, adv=4.682, sprd=0.027]
Ep 056/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:38,  1.44it/s, loss=0.733, pair=0.003, adv=4.173, sprd=0.019]
Ep 056/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:27,  1.52it/s, loss=0.733, pair=0.003, adv=4.173, sprd=0.019]
Ep 056/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:27,  1.52it/s, loss=0.750, pair=0.003, adv=4.114, sprd=0.022]
Ep 056/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:43,  1.40it/s, loss=0.750, pair=0.003, adv=4.114, sprd=0.022]
Ep 056/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:43,  1.40it/s, loss=0.745, pair=0.000, adv=4.446, sprd=0.021]
Ep 056/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:30,  1.49it/s, loss=0.745, pair=0.000, adv=4.446, sprd=0.021]
Ep 056/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:30,  1.49it/s, loss=0.775, pair=0.000, adv=3.944, sprd=0.030]
Ep 056/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:40,  1.41it/s, loss=0.775, pair=0.000, adv=3.944, sprd=0.030]
Ep 056/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:40,  1.41it/s, loss=0.754, pair=0.000, adv=4.014, sprd=0.023]
Ep 056/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:29,  1.48it/s, loss=0.754, pair=0.000, adv=4.014, sprd=0.023]
Ep 056/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:29,  1.48it/s, loss=0.757, pair=0.000, adv=3.921, sprd=0.026]
Ep 056/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.41it/s, loss=0.757, pair=0.000, adv=3.921, sprd=0.026]
Ep 056/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:40,  1.41it/s, loss=0.765, pair=0.000, adv=4.366, sprd=0.027]
Ep 056/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:29,  1.47it/s, loss=0.765, pair=0.000, adv=4.366, sprd=0.027]
Ep 056/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:29,  1.47it/s, loss=0.816, pair=0.000, adv=3.952, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:35,  1.43it/s, loss=0.816, pair=0.000, adv=3.952, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:35,  1.43it/s, loss=0.736, pair=0.003, adv=4.170, sprd=0.019]
Ep 056/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:24,  1.50it/s, loss=0.736, pair=0.003, adv=4.170, sprd=0.019]
Ep 056/60 [S3:+sens]:   8%|▏  | 26/333 [00:19<03:24,  1.50it/s, loss=0.747, pair=0.002, adv=4.115, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:42,  1.38it/s, loss=0.747, pair=0.002, adv=4.115, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:42,  1.38it/s, loss=0.742, pair=0.003, adv=4.303, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:29,  1.46it/s, loss=0.742, pair=0.003, adv=4.303, sprd=0.021]
Ep 056/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:29,  1.46it/s, loss=0.752, pair=0.003, adv=3.875, sprd=0.024]
Ep 056/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:37,  1.40it/s, loss=0.752, pair=0.003, adv=3.875, sprd=0.024]
Ep 056/60 [S3:+sens]:   9%|▎  | 29/333 [00:21<03:37,  1.40it/s, loss=0.758, pair=0.000, adv=4.598, sprd=0.026]
Ep 056/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:25,  1.48it/s, loss=0.758, pair=0.000, adv=4.598, sprd=0.026]
Ep 056/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:25,  1.48it/s, loss=0.754, pair=0.000, adv=3.662, sprd=0.023]
Ep 056/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:30,  1.44it/s, loss=0.754, pair=0.000, adv=3.662, sprd=0.023]
Ep 056/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:30,  1.44it/s, loss=0.755, pair=0.000, adv=4.096, sprd=0.024]
Ep 056/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:20,  1.50it/s, loss=0.755, pair=0.000, adv=4.096, sprd=0.024]
Ep 056/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:20,  1.50it/s, loss=0.745, pair=0.000, adv=4.209, sprd=0.021]
Ep 056/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.745, pair=0.000, adv=4.209, sprd=0.021]
Ep 056/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:29,  1.43it/s, loss=0.740, pair=0.000, adv=4.303, sprd=0.020]
Ep 056/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:16,  1.52it/s, loss=0.740, pair=0.000, adv=4.303, sprd=0.020]
Ep 056/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:16,  1.52it/s, loss=0.730, pair=0.000, adv=4.024, sprd=0.019]
Ep 056/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:24,  1.46it/s, loss=0.730, pair=0.000, adv=4.024, sprd=0.019]
Ep 056/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:24,  1.46it/s, loss=0.742, pair=0.003, adv=4.065, sprd=0.021]
Ep 056/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:15,  1.52it/s, loss=0.742, pair=0.003, adv=4.065, sprd=0.021]
Ep 056/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:15,  1.52it/s, loss=0.780, pair=0.007, adv=4.616, sprd=0.029]
Ep 056/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:24,  1.45it/s, loss=0.780, pair=0.007, adv=4.616, sprd=0.029]
Ep 056/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:24,  1.45it/s, loss=0.754, pair=0.000, adv=4.355, sprd=0.024]
Ep 056/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:13,  1.52it/s, loss=0.754, pair=0.000, adv=4.355, sprd=0.024]
Ep 056/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:13,  1.52it/s, loss=0.749, pair=0.000, adv=3.685, sprd=0.021]
Ep 056/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:26,  1.43it/s, loss=0.749, pair=0.000, adv=3.685, sprd=0.021]
Ep 056/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:26,  1.43it/s, loss=0.746, pair=0.001, adv=4.448, sprd=0.023]
Ep 056/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.746, pair=0.001, adv=4.448, sprd=0.023]
Ep 056/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.736, pair=0.001, adv=4.306, sprd=0.020]
Ep 056/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:29,  1.39it/s, loss=0.736, pair=0.001, adv=4.306, sprd=0.020]
Ep 056/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:29,  1.39it/s, loss=0.726, pair=0.000, adv=3.843, sprd=0.016]
Ep 056/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.726, pair=0.000, adv=3.843, sprd=0.016]
Ep 056/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.749, pair=0.000, adv=4.166, sprd=0.022]
Ep 056/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:22,  1.43it/s, loss=0.749, pair=0.000, adv=4.166, sprd=0.022]
Ep 056/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:22,  1.43it/s, loss=0.757, pair=0.001, adv=4.110, sprd=0.027]
Ep 056/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:13,  1.49it/s, loss=0.757, pair=0.001, adv=4.110, sprd=0.027]
Ep 056/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:13,  1.49it/s, loss=0.745, pair=0.000, adv=4.048, sprd=0.021]
Ep 056/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.44it/s, loss=0.745, pair=0.000, adv=4.048, sprd=0.021]
Ep 056/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.44it/s, loss=0.764, pair=0.000, adv=4.417, sprd=0.024]
Ep 056/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:12,  1.49it/s, loss=0.764, pair=0.000, adv=4.417, sprd=0.024]
Ep 056/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:12,  1.49it/s, loss=0.725, pair=0.000, adv=4.097, sprd=0.018]
Ep 056/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:18,  1.44it/s, loss=0.725, pair=0.000, adv=4.097, sprd=0.018]
Ep 056/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:18,  1.44it/s, loss=0.781, pair=0.000, adv=4.175, sprd=0.031]
Ep 056/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:11,  1.49it/s, loss=0.781, pair=0.000, adv=4.175, sprd=0.031]
Ep 056/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:11,  1.49it/s, loss=0.756, pair=0.000, adv=4.071, sprd=0.024]
Ep 056/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:27,  1.37it/s, loss=0.756, pair=0.000, adv=4.071, sprd=0.024]
Ep 056/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:27,  1.37it/s, loss=0.721, pair=0.000, adv=4.140, sprd=0.016]
Ep 056/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:12,  1.47it/s, loss=0.721, pair=0.000, adv=4.140, sprd=0.016]
Ep 056/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:12,  1.47it/s, loss=0.779, pair=0.002, adv=4.226, sprd=0.030]
Ep 056/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:25,  1.37it/s, loss=0.779, pair=0.002, adv=4.226, sprd=0.030]
Ep 056/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:25,  1.37it/s, loss=0.761, pair=0.001, adv=3.821, sprd=0.025]
Ep 056/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:14,  1.45it/s, loss=0.761, pair=0.001, adv=3.821, sprd=0.025]
Ep 056/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:14,  1.45it/s, loss=0.739, pair=0.000, adv=4.031, sprd=0.020]
Ep 056/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:20,  1.39it/s, loss=0.739, pair=0.000, adv=4.031, sprd=0.020]
Ep 056/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:20,  1.39it/s, loss=0.743, pair=0.002, adv=4.488, sprd=0.020]
Ep 056/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.51it/s, loss=0.743, pair=0.002, adv=4.488, sprd=0.020]
Ep 056/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:05,  1.51it/s, loss=0.741, pair=0.004, adv=4.365, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:17,  1.41it/s, loss=0.741, pair=0.004, adv=4.365, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:17,  1.41it/s, loss=0.753, pair=0.000, adv=4.300, sprd=0.025]
Ep 056/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:06,  1.49it/s, loss=0.753, pair=0.000, adv=4.300, sprd=0.025]
Ep 056/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:06,  1.49it/s, loss=0.740, pair=0.000, adv=4.117, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:12,  1.43it/s, loss=0.740, pair=0.000, adv=4.117, sprd=0.020]
Ep 056/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:12,  1.43it/s, loss=0.769, pair=0.001, adv=4.264, sprd=0.027]
Ep 056/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:06,  1.48it/s, loss=0.769, pair=0.001, adv=4.264, sprd=0.027]
Ep 056/60 [S3:+sens]:  17%|▌  | 58/333 [00:41<03:06,  1.48it/s, loss=0.744, pair=0.000, adv=4.266, sprd=0.021]
Ep 056/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:17,  1.39it/s, loss=0.744, pair=0.000, adv=4.266, sprd=0.021]
Ep 056/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:17,  1.39it/s, loss=0.751, pair=0.000, adv=4.115, sprd=0.023]
Ep 056/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:05,  1.47it/s, loss=0.751, pair=0.000, adv=4.115, sprd=0.023]
Ep 056/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:05,  1.47it/s, loss=0.784, pair=0.000, adv=4.228, sprd=0.031]
Ep 056/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:14,  1.40it/s, loss=0.784, pair=0.000, adv=4.228, sprd=0.031]
Ep 056/60 [S3:+sens]:  18%|▌  | 61/333 [00:43<03:14,  1.40it/s, loss=0.749, pair=0.001, adv=4.276, sprd=0.023]
Ep 056/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:03,  1.48it/s, loss=0.749, pair=0.001, adv=4.276, sprd=0.023]
Ep 056/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:03,  1.48it/s, loss=0.752, pair=0.000, adv=3.963, sprd=0.024]
Ep 056/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:09,  1.43it/s, loss=0.752, pair=0.000, adv=3.963, sprd=0.024]
Ep 056/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:09,  1.43it/s, loss=0.742, pair=0.006, adv=4.058, sprd=0.020]
Ep 056/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:59,  1.50it/s, loss=0.742, pair=0.006, adv=4.058, sprd=0.020]
Ep 056/60 [S3:+sens]:  19%|▌  | 64/333 [00:45<02:59,  1.50it/s, loss=0.751, pair=0.000, adv=4.235, sprd=0.023]
Ep 056/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.42it/s, loss=0.751, pair=0.000, adv=4.235, sprd=0.023]
Ep 056/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:09,  1.42it/s, loss=0.739, pair=0.000, adv=4.111, sprd=0.020]
Ep 056/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:58,  1.49it/s, loss=0.739, pair=0.000, adv=4.111, sprd=0.020]
Ep 056/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:58,  1.49it/s, loss=0.851, pair=0.004, adv=4.054, sprd=0.031]
Ep 056/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:08,  1.41it/s, loss=0.851, pair=0.004, adv=4.054, sprd=0.031]
Ep 056/60 [S3:+sens]:  20%|▌  | 67/333 [00:47<03:08,  1.41it/s, loss=0.786, pair=0.000, adv=3.939, sprd=0.031]
Ep 056/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:01,  1.46it/s, loss=0.786, pair=0.000, adv=3.939, sprd=0.031]
Ep 056/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:01,  1.46it/s, loss=0.737, pair=0.009, adv=3.950, sprd=0.019]
Ep 056/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:02,  1.44it/s, loss=0.737, pair=0.009, adv=3.950, sprd=0.019]
Ep 056/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:02,  1.44it/s, loss=0.749, pair=0.003, adv=3.982, sprd=0.021]
Ep 056/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:55,  1.50it/s, loss=0.749, pair=0.003, adv=3.982, sprd=0.021]
Ep 056/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:55,  1.50it/s, loss=0.744, pair=0.000, adv=4.067, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.744, pair=0.000, adv=4.067, sprd=0.020]
Ep 056/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.736, pair=0.002, adv=4.234, sprd=0.018]
Ep 056/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:51,  1.52it/s, loss=0.736, pair=0.002, adv=4.234, sprd=0.018]
Ep 056/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:51,  1.52it/s, loss=0.760, pair=0.000, adv=4.451, sprd=0.026]
Ep 056/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<02:59,  1.45it/s, loss=0.760, pair=0.000, adv=4.451, sprd=0.026]
Ep 056/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<02:59,  1.45it/s, loss=0.730, pair=0.002, adv=3.783, sprd=0.019]
Ep 056/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:50,  1.52it/s, loss=0.730, pair=0.002, adv=3.783, sprd=0.019]
Ep 056/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:50,  1.52it/s, loss=0.812, pair=0.000, adv=4.461, sprd=0.021]
Ep 056/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:54,  1.48it/s, loss=0.812, pair=0.000, adv=4.461, sprd=0.021]
Ep 056/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:54,  1.48it/s, loss=0.738, pair=0.002, adv=4.086, sprd=0.018]
Ep 056/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:47,  1.54it/s, loss=0.738, pair=0.002, adv=4.086, sprd=0.018]
Ep 056/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:47,  1.54it/s, loss=0.751, pair=0.000, adv=4.106, sprd=0.025]
Ep 056/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.751, pair=0.000, adv=4.106, sprd=0.025]
Ep 056/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:55,  1.46it/s, loss=0.727, pair=0.000, adv=4.049, sprd=0.017]
Ep 056/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:47,  1.52it/s, loss=0.727, pair=0.000, adv=4.049, sprd=0.017]
Ep 056/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:47,  1.52it/s, loss=0.763, pair=0.000, adv=4.023, sprd=0.026]
Ep 056/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:55,  1.44it/s, loss=0.763, pair=0.000, adv=4.023, sprd=0.026]
Ep 056/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:55,  1.44it/s, loss=0.764, pair=0.000, adv=4.061, sprd=0.026]
Ep 056/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:49,  1.49it/s, loss=0.764, pair=0.000, adv=4.061, sprd=0.026]
Ep 056/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:49,  1.49it/s, loss=0.749, pair=0.001, adv=3.790, sprd=0.022]
Ep 056/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.749, pair=0.001, adv=3.790, sprd=0.022]
Ep 056/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:58,  1.41it/s, loss=0.736, pair=0.000, adv=3.797, sprd=0.020]
Ep 056/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:47,  1.50it/s, loss=0.736, pair=0.000, adv=3.797, sprd=0.020]
Ep 056/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:47,  1.50it/s, loss=0.734, pair=0.000, adv=4.305, sprd=0.019]
Ep 056/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:52,  1.45it/s, loss=0.734, pair=0.000, adv=4.305, sprd=0.019]
Ep 056/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:52,  1.45it/s, loss=0.745, pair=0.000, adv=4.369, sprd=0.022]
Ep 056/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:42,  1.53it/s, loss=0.745, pair=0.000, adv=4.369, sprd=0.022]
Ep 056/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:42,  1.53it/s, loss=0.753, pair=0.000, adv=4.090, sprd=0.022]
Ep 056/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:51,  1.45it/s, loss=0.753, pair=0.000, adv=4.090, sprd=0.022]
Ep 056/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:51,  1.45it/s, loss=0.739, pair=0.000, adv=4.196, sprd=0.020]
Ep 056/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:42,  1.52it/s, loss=0.739, pair=0.000, adv=4.196, sprd=0.020]
Ep 056/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:42,  1.52it/s, loss=0.735, pair=0.001, adv=3.982, sprd=0.019]
Ep 056/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:49,  1.45it/s, loss=0.735, pair=0.001, adv=3.982, sprd=0.019]
Ep 056/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:49,  1.45it/s, loss=0.780, pair=0.003, adv=4.318, sprd=0.030]
Ep 056/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:43,  1.50it/s, loss=0.780, pair=0.003, adv=4.318, sprd=0.030]
Ep 056/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:43,  1.50it/s, loss=0.739, pair=0.001, adv=4.516, sprd=0.020]
Ep 056/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:54,  1.40it/s, loss=0.739, pair=0.001, adv=4.516, sprd=0.020]
Ep 056/60 [S3:+sens]:  27%|▊  | 89/333 [01:02<02:54,  1.40it/s, loss=0.749, pair=0.001, adv=4.096, sprd=0.022]
Ep 056/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:44,  1.48it/s, loss=0.749, pair=0.001, adv=4.096, sprd=0.022]
Ep 056/60 [S3:+sens]:  27%|▊  | 90/333 [01:03<02:44,  1.48it/s, loss=0.777, pair=0.000, adv=4.403, sprd=0.029]
Ep 056/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.36it/s, loss=0.777, pair=0.000, adv=4.403, sprd=0.029]
Ep 056/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:57,  1.36it/s, loss=0.748, pair=0.001, adv=4.003, sprd=0.021]
Ep 056/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:46,  1.45it/s, loss=0.748, pair=0.001, adv=4.003, sprd=0.021]
Ep 056/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:46,  1.45it/s, loss=0.749, pair=0.000, adv=4.571, sprd=0.022]
Ep 056/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:51,  1.40it/s, loss=0.749, pair=0.000, adv=4.571, sprd=0.022]
Ep 056/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:51,  1.40it/s, loss=0.753, pair=0.000, adv=4.030, sprd=0.023]
Ep 056/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:41,  1.48it/s, loss=0.753, pair=0.000, adv=4.030, sprd=0.023]
Ep 056/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:41,  1.48it/s, loss=0.745, pair=0.000, adv=4.130, sprd=0.022]
Ep 056/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:46,  1.43it/s, loss=0.745, pair=0.000, adv=4.130, sprd=0.022]
Ep 056/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:46,  1.43it/s, loss=0.773, pair=0.003, adv=4.277, sprd=0.028]
Ep 056/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:39,  1.48it/s, loss=0.773, pair=0.003, adv=4.277, sprd=0.028]
Ep 056/60 [S3:+sens]:  29%|▊  | 96/333 [01:07<02:39,  1.48it/s, loss=0.736, pair=0.003, adv=4.284, sprd=0.019]
Ep 056/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:48,  1.40it/s, loss=0.736, pair=0.003, adv=4.284, sprd=0.019]
Ep 056/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:48,  1.40it/s, loss=0.752, pair=0.002, adv=3.755, sprd=0.021]
Ep 056/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:38,  1.48it/s, loss=0.752, pair=0.002, adv=3.755, sprd=0.021]
Ep 056/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:38,  1.48it/s, loss=0.761, pair=0.000, adv=4.440, sprd=0.025]
Ep 056/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:44,  1.42it/s, loss=0.761, pair=0.000, adv=4.440, sprd=0.025]
Ep 056/60 [S3:+sens]:  30%|▉  | 99/333 [01:09<02:44,  1.42it/s, loss=0.744, pair=0.000, adv=4.065, sprd=0.022]
Ep 056/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.48it/s, loss=0.744, pair=0.000, adv=4.065, sprd=0.022]
Ep 056/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.48it/s, loss=0.749, pair=0.000, adv=4.086, sprd=0.023]
Ep 056/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:42,  1.43it/s, loss=0.749, pair=0.000, adv=4.086, sprd=0.023]
Ep 056/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.752, pair=0.000, adv=4.723, sprd=0.024]
Ep 056/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.52it/s, loss=0.752, pair=0.000, adv=4.723, sprd=0.024]
Ep 056/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:32,  1.52it/s, loss=0.740, pair=0.000, adv=3.905, sprd=0.018]
Ep 056/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.740, pair=0.000, adv=3.905, sprd=0.018]
Ep 056/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:39,  1.44it/s, loss=0.771, pair=0.000, adv=3.956, sprd=0.028]
Ep 056/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:33,  1.49it/s, loss=0.771, pair=0.000, adv=3.956, sprd=0.028]
Ep 056/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:33,  1.49it/s, loss=0.790, pair=0.001, adv=3.971, sprd=0.032]
Ep 056/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.42it/s, loss=0.790, pair=0.001, adv=3.971, sprd=0.032]
Ep 056/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:41,  1.42it/s, loss=0.742, pair=0.000, adv=4.055, sprd=0.021]
Ep 056/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.742, pair=0.000, adv=4.055, sprd=0.021]
Ep 056/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.733, pair=0.000, adv=3.953, sprd=0.020]
Ep 056/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:38,  1.43it/s, loss=0.733, pair=0.000, adv=3.953, sprd=0.020]
Ep 056/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.43it/s, loss=0.755, pair=0.000, adv=4.011, sprd=0.023]
Ep 056/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:31,  1.49it/s, loss=0.755, pair=0.000, adv=4.011, sprd=0.023]
Ep 056/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:31,  1.49it/s, loss=0.741, pair=0.000, adv=3.775, sprd=0.022]
Ep 056/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:37,  1.43it/s, loss=0.741, pair=0.000, adv=3.775, sprd=0.022]
Ep 056/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:37,  1.43it/s, loss=0.734, pair=0.000, adv=3.912, sprd=0.018]
Ep 056/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:27,  1.51it/s, loss=0.734, pair=0.000, adv=3.912, sprd=0.018]
Ep 056/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:27,  1.51it/s, loss=0.738, pair=0.003, adv=4.508, sprd=0.022]
Ep 056/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:35,  1.42it/s, loss=0.738, pair=0.003, adv=4.508, sprd=0.022]
Ep 056/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:35,  1.42it/s, loss=0.737, pair=0.000, adv=4.258, sprd=0.021]
Ep 056/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:26,  1.51it/s, loss=0.737, pair=0.000, adv=4.258, sprd=0.021]
Ep 056/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:26,  1.51it/s, loss=0.769, pair=0.002, adv=4.099, sprd=0.028]
Ep 056/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.769, pair=0.002, adv=4.099, sprd=0.028]
Ep 056/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:34,  1.43it/s, loss=0.750, pair=0.000, adv=4.317, sprd=0.023]
Ep 056/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:26,  1.50it/s, loss=0.750, pair=0.000, adv=4.317, sprd=0.023]
Ep 056/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:26,  1.50it/s, loss=0.774, pair=0.001, adv=4.566, sprd=0.028]
Ep 056/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:37,  1.38it/s, loss=0.774, pair=0.001, adv=4.566, sprd=0.028]
Ep 056/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:37,  1.38it/s, loss=0.739, pair=0.000, adv=4.203, sprd=0.020]
Ep 056/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:27,  1.47it/s, loss=0.739, pair=0.000, adv=4.203, sprd=0.020]
Ep 056/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:27,  1.47it/s, loss=0.805, pair=0.003, adv=4.103, sprd=0.019]
Ep 056/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:29,  1.44it/s, loss=0.805, pair=0.003, adv=4.103, sprd=0.019]
Ep 056/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:29,  1.44it/s, loss=0.754, pair=0.003, adv=4.313, sprd=0.025]
Ep 056/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:23,  1.49it/s, loss=0.754, pair=0.003, adv=4.313, sprd=0.025]
Ep 056/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:23,  1.49it/s, loss=0.752, pair=0.000, adv=4.368, sprd=0.024]
Ep 056/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:34,  1.39it/s, loss=0.752, pair=0.000, adv=4.368, sprd=0.024]
Ep 056/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:34,  1.39it/s, loss=0.775, pair=0.003, adv=3.935, sprd=0.029]
Ep 056/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:27,  1.45it/s, loss=0.775, pair=0.003, adv=3.935, sprd=0.029]
Ep 056/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:27,  1.45it/s, loss=0.734, pair=0.003, adv=4.263, sprd=0.018]
Ep 056/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:34,  1.37it/s, loss=0.734, pair=0.003, adv=4.263, sprd=0.018]
Ep 056/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:34,  1.37it/s, loss=0.749, pair=0.000, adv=4.666, sprd=0.023]
Ep 056/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:25,  1.45it/s, loss=0.749, pair=0.000, adv=4.666, sprd=0.023]
Ep 056/60 [S3:+sens]:  37%|▋ | 122/333 [01:25<02:25,  1.45it/s, loss=0.755, pair=0.000, adv=4.449, sprd=0.025]
Ep 056/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:32,  1.38it/s, loss=0.755, pair=0.000, adv=4.449, sprd=0.025]
Ep 056/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:32,  1.38it/s, loss=0.745, pair=0.000, adv=4.320, sprd=0.022]
Ep 056/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:23,  1.46it/s, loss=0.745, pair=0.000, adv=4.320, sprd=0.022]
Ep 056/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:23,  1.46it/s, loss=0.746, pair=0.000, adv=4.503, sprd=0.023]
Ep 056/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:31,  1.37it/s, loss=0.746, pair=0.000, adv=4.503, sprd=0.023]
Ep 056/60 [S3:+sens]:  38%|▊ | 125/333 [01:27<02:31,  1.37it/s, loss=0.742, pair=0.000, adv=4.306, sprd=0.021]
Ep 056/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:21,  1.46it/s, loss=0.742, pair=0.000, adv=4.306, sprd=0.021]
Ep 056/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:21,  1.46it/s, loss=0.765, pair=0.003, adv=4.314, sprd=0.027]
Ep 056/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:32,  1.35it/s, loss=0.765, pair=0.003, adv=4.314, sprd=0.027]
Ep 056/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:32,  1.35it/s, loss=0.758, pair=0.000, adv=3.919, sprd=0.026]
Ep 056/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:23,  1.43it/s, loss=0.758, pair=0.000, adv=3.919, sprd=0.026]
Ep 056/60 [S3:+sens]:  38%|▊ | 128/333 [01:29<02:23,  1.43it/s, loss=0.757, pair=0.000, adv=4.186, sprd=0.024]
Ep 056/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:31,  1.35it/s, loss=0.757, pair=0.000, adv=4.186, sprd=0.024]
Ep 056/60 [S3:+sens]:  39%|▊ | 129/333 [01:30<02:31,  1.35it/s, loss=0.747, pair=0.000, adv=4.167, sprd=0.023]
Ep 056/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:21,  1.44it/s, loss=0.747, pair=0.000, adv=4.167, sprd=0.023]
Ep 056/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:21,  1.44it/s, loss=0.829, pair=0.000, adv=3.835, sprd=0.024]
Ep 056/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:25,  1.38it/s, loss=0.829, pair=0.000, adv=3.835, sprd=0.024]
Ep 056/60 [S3:+sens]:  39%|▊ | 131/333 [01:31<02:25,  1.38it/s, loss=0.750, pair=0.000, adv=4.295, sprd=0.025]
Ep 056/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:18,  1.45it/s, loss=0.750, pair=0.000, adv=4.295, sprd=0.025]
Ep 056/60 [S3:+sens]:  40%|▊ | 132/333 [01:32<02:18,  1.45it/s, loss=0.746, pair=0.000, adv=4.222, sprd=0.023]
Ep 056/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.42it/s, loss=0.746, pair=0.000, adv=4.222, sprd=0.023]
Ep 056/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.42it/s, loss=0.751, pair=0.000, adv=3.972, sprd=0.024]
Ep 056/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.751, pair=0.000, adv=3.972, sprd=0.024]
Ep 056/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:15,  1.47it/s, loss=0.736, pair=0.000, adv=4.377, sprd=0.021]
Ep 056/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:17,  1.44it/s, loss=0.736, pair=0.000, adv=4.377, sprd=0.021]
Ep 056/60 [S3:+sens]:  41%|▊ | 135/333 [01:34<02:17,  1.44it/s, loss=0.749, pair=0.000, adv=4.245, sprd=0.023]
Ep 056/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.50it/s, loss=0.749, pair=0.000, adv=4.245, sprd=0.023]
Ep 056/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.50it/s, loss=0.821, pair=0.000, adv=4.277, sprd=0.022]
Ep 056/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.44it/s, loss=0.821, pair=0.000, adv=4.277, sprd=0.022]
Ep 056/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.44it/s, loss=0.756, pair=0.003, adv=4.373, sprd=0.024]
Ep 056/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:10,  1.49it/s, loss=0.756, pair=0.003, adv=4.373, sprd=0.024]
Ep 056/60 [S3:+sens]:  41%|▊ | 138/333 [01:36<02:10,  1.49it/s, loss=0.737, pair=0.000, adv=4.317, sprd=0.020]
Ep 056/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.737, pair=0.000, adv=4.317, sprd=0.020]
Ep 056/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.752, pair=0.000, adv=4.075, sprd=0.025]
Ep 056/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.752, pair=0.000, adv=4.075, sprd=0.025]
Ep 056/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.758, pair=0.000, adv=4.203, sprd=0.025]
Ep 056/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:14,  1.42it/s, loss=0.758, pair=0.000, adv=4.203, sprd=0.025]
Ep 056/60 [S3:+sens]:  42%|▊ | 141/333 [01:38<02:14,  1.42it/s, loss=0.775, pair=0.001, adv=4.172, sprd=0.027]
Ep 056/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:08,  1.48it/s, loss=0.775, pair=0.001, adv=4.172, sprd=0.027]
Ep 056/60 [S3:+sens]:  43%|▊ | 142/333 [01:39<02:08,  1.48it/s, loss=0.768, pair=0.000, adv=3.883, sprd=0.025]
Ep 056/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:14,  1.41it/s, loss=0.768, pair=0.000, adv=3.883, sprd=0.025]
Ep 056/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:14,  1.41it/s, loss=0.770, pair=0.003, adv=4.096, sprd=0.028]
Ep 056/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:09,  1.46it/s, loss=0.770, pair=0.003, adv=4.096, sprd=0.028]
Ep 056/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:09,  1.46it/s, loss=0.781, pair=0.000, adv=4.199, sprd=0.031]
Ep 056/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:14,  1.39it/s, loss=0.781, pair=0.000, adv=4.199, sprd=0.031]
Ep 056/60 [S3:+sens]:  44%|▊ | 145/333 [01:41<02:14,  1.39it/s, loss=0.758, pair=0.000, adv=4.076, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:07,  1.47it/s, loss=0.758, pair=0.000, adv=4.076, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:07,  1.47it/s, loss=0.753, pair=0.000, adv=4.184, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:15,  1.37it/s, loss=0.753, pair=0.000, adv=4.184, sprd=0.024]
Ep 056/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:15,  1.37it/s, loss=0.768, pair=0.000, adv=4.198, sprd=0.027]
Ep 056/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:07,  1.45it/s, loss=0.768, pair=0.000, adv=4.198, sprd=0.027]
Ep 056/60 [S3:+sens]:  44%|▉ | 148/333 [01:43<02:07,  1.45it/s, loss=0.752, pair=0.002, adv=4.317, sprd=0.024]
Ep 056/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:13,  1.38it/s, loss=0.752, pair=0.002, adv=4.317, sprd=0.024]
Ep 056/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:13,  1.38it/s, loss=0.744, pair=0.000, adv=4.086, sprd=0.022]
Ep 056/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:05,  1.46it/s, loss=0.744, pair=0.000, adv=4.086, sprd=0.022]
Ep 056/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:05,  1.46it/s, loss=0.757, pair=0.000, adv=4.132, sprd=0.026]
Ep 056/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:14,  1.36it/s, loss=0.757, pair=0.000, adv=4.132, sprd=0.026]
Ep 056/60 [S3:+sens]:  45%|▉ | 151/333 [01:45<02:14,  1.36it/s, loss=0.773, pair=0.003, adv=4.191, sprd=0.027]
Ep 056/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:06,  1.43it/s, loss=0.773, pair=0.003, adv=4.191, sprd=0.027]
Ep 056/60 [S3:+sens]:  46%|▉ | 152/333 [01:46<02:06,  1.43it/s, loss=0.757, pair=0.000, adv=4.488, sprd=0.026]
Ep 056/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:07,  1.41it/s, loss=0.757, pair=0.000, adv=4.488, sprd=0.026]
Ep 056/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:07,  1.41it/s, loss=0.746, pair=0.003, adv=4.084, sprd=0.018]
Ep 056/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:00,  1.48it/s, loss=0.746, pair=0.003, adv=4.084, sprd=0.018]
Ep 056/60 [S3:+sens]:  46%|▉ | 154/333 [01:47<02:00,  1.48it/s, loss=0.726, pair=0.000, adv=3.988, sprd=0.017]
Ep 056/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.726, pair=0.000, adv=3.988, sprd=0.017]
Ep 056/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:03,  1.44it/s, loss=0.734, pair=0.006, adv=4.343, sprd=0.020]
Ep 056/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:55,  1.53it/s, loss=0.734, pair=0.006, adv=4.343, sprd=0.020]
Ep 056/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:55,  1.53it/s, loss=0.734, pair=0.002, adv=4.154, sprd=0.019]
Ep 056/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<01:59,  1.47it/s, loss=0.734, pair=0.002, adv=4.154, sprd=0.019]
Ep 056/60 [S3:+sens]:  47%|▉ | 157/333 [01:49<01:59,  1.47it/s, loss=0.738, pair=0.003, adv=4.156, sprd=0.018]
Ep 056/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:53,  1.54it/s, loss=0.738, pair=0.003, adv=4.156, sprd=0.018]
Ep 056/60 [S3:+sens]:  47%|▉ | 158/333 [01:50<01:53,  1.54it/s, loss=0.767, pair=0.014, adv=4.217, sprd=0.024]
Ep 056/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<01:57,  1.49it/s, loss=0.767, pair=0.014, adv=4.217, sprd=0.024]
Ep 056/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<01:57,  1.49it/s, loss=0.748, pair=0.000, adv=4.481, sprd=0.023]
Ep 056/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:52,  1.54it/s, loss=0.748, pair=0.000, adv=4.481, sprd=0.023]
Ep 056/60 [S3:+sens]:  48%|▉ | 160/333 [01:51<01:52,  1.54it/s, loss=0.769, pair=0.001, adv=4.286, sprd=0.026]
Ep 056/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.769, pair=0.001, adv=4.286, sprd=0.026]
Ep 056/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:58,  1.45it/s, loss=0.742, pair=0.000, adv=4.081, sprd=0.021]
Ep 056/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:51,  1.54it/s, loss=0.742, pair=0.000, adv=4.081, sprd=0.021]
Ep 056/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:51,  1.54it/s, loss=0.767, pair=0.004, adv=4.316, sprd=0.028]
Ep 056/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:59,  1.42it/s, loss=0.767, pair=0.004, adv=4.316, sprd=0.028]
Ep 056/60 [S3:+sens]:  49%|▉ | 163/333 [01:53<01:59,  1.42it/s, loss=0.759, pair=0.000, adv=4.105, sprd=0.026]
Ep 056/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.759, pair=0.000, adv=4.105, sprd=0.026]
Ep 056/60 [S3:+sens]:  49%|▉ | 164/333 [01:54<01:53,  1.49it/s, loss=0.752, pair=0.000, adv=3.951, sprd=0.021]
Ep 056/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:02,  1.37it/s, loss=0.752, pair=0.000, adv=3.951, sprd=0.021]
Ep 056/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<02:02,  1.37it/s, loss=0.756, pair=0.000, adv=4.094, sprd=0.024]
Ep 056/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:55,  1.45it/s, loss=0.756, pair=0.000, adv=4.094, sprd=0.024]
Ep 056/60 [S3:+sens]:  50%|▉ | 166/333 [01:55<01:55,  1.45it/s, loss=0.740, pair=0.000, adv=3.921, sprd=0.020]
Ep 056/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.740, pair=0.000, adv=3.921, sprd=0.020]
Ep 056/60 [S3:+sens]:  50%|█ | 167/333 [01:56<01:56,  1.42it/s, loss=0.750, pair=0.000, adv=4.256, sprd=0.022]
Ep 056/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.750, pair=0.000, adv=4.256, sprd=0.022]
Ep 056/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:50,  1.49it/s, loss=0.792, pair=0.000, adv=4.122, sprd=0.032]
Ep 056/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:56,  1.41it/s, loss=0.792, pair=0.000, adv=4.122, sprd=0.032]
Ep 056/60 [S3:+sens]:  51%|█ | 169/333 [01:57<01:56,  1.41it/s, loss=0.740, pair=0.000, adv=4.001, sprd=0.020]
Ep 056/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.740, pair=0.000, adv=4.001, sprd=0.020]
Ep 056/60 [S3:+sens]:  51%|█ | 170/333 [01:58<01:48,  1.50it/s, loss=0.755, pair=0.000, adv=4.236, sprd=0.024]
Ep 056/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.755, pair=0.000, adv=4.236, sprd=0.024]
Ep 056/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:53,  1.43it/s, loss=0.746, pair=0.000, adv=4.239, sprd=0.022]
Ep 056/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:47,  1.50it/s, loss=0.746, pair=0.000, adv=4.239, sprd=0.022]
Ep 056/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:47,  1.50it/s, loss=0.762, pair=0.001, adv=3.987, sprd=0.025]
Ep 056/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:51,  1.44it/s, loss=0.762, pair=0.001, adv=3.987, sprd=0.025]
Ep 056/60 [S3:+sens]:  52%|█ | 173/333 [02:00<01:51,  1.44it/s, loss=0.761, pair=0.000, adv=4.041, sprd=0.026]
Ep 056/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:45,  1.51it/s, loss=0.761, pair=0.000, adv=4.041, sprd=0.026]
Ep 056/60 [S3:+sens]:  52%|█ | 174/333 [02:01<01:45,  1.51it/s, loss=0.828, pair=0.003, adv=3.805, sprd=0.023]
Ep 056/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.42it/s, loss=0.828, pair=0.003, adv=3.805, sprd=0.023]
Ep 056/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:50,  1.42it/s, loss=0.760, pair=0.003, adv=4.117, sprd=0.024]
Ep 056/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:45,  1.48it/s, loss=0.760, pair=0.003, adv=4.117, sprd=0.024]
Ep 056/60 [S3:+sens]:  53%|█ | 176/333 [02:02<01:45,  1.48it/s, loss=0.735, pair=0.003, adv=4.084, sprd=0.018]
Ep 056/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.735, pair=0.003, adv=4.084, sprd=0.018]
Ep 056/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:47,  1.45it/s, loss=0.756, pair=0.000, adv=4.377, sprd=0.026]
Ep 056/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:43,  1.50it/s, loss=0.756, pair=0.000, adv=4.377, sprd=0.026]
Ep 056/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:43,  1.50it/s, loss=0.755, pair=0.001, adv=3.991, sprd=0.024]
Ep 056/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.755, pair=0.001, adv=3.991, sprd=0.024]
Ep 056/60 [S3:+sens]:  54%|█ | 179/333 [02:04<01:47,  1.43it/s, loss=0.733, pair=0.002, adv=4.417, sprd=0.018]
Ep 056/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:41,  1.51it/s, loss=0.733, pair=0.002, adv=4.417, sprd=0.018]
Ep 056/60 [S3:+sens]:  54%|█ | 180/333 [02:05<01:41,  1.51it/s, loss=0.818, pair=0.000, adv=4.295, sprd=0.021]
Ep 056/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.818, pair=0.000, adv=4.295, sprd=0.021]
Ep 056/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:45,  1.44it/s, loss=0.753, pair=0.000, adv=4.146, sprd=0.024]
Ep 056/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.50it/s, loss=0.753, pair=0.000, adv=4.146, sprd=0.024]
Ep 056/60 [S3:+sens]:  55%|█ | 182/333 [02:06<01:40,  1.50it/s, loss=0.727, pair=0.002, adv=4.364, sprd=0.017]
Ep 056/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:41,  1.48it/s, loss=0.727, pair=0.002, adv=4.364, sprd=0.017]
Ep 056/60 [S3:+sens]:  55%|█ | 183/333 [02:07<01:41,  1.48it/s, loss=0.766, pair=0.002, adv=3.988, sprd=0.028]
Ep 056/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:38,  1.51it/s, loss=0.766, pair=0.002, adv=3.988, sprd=0.028]
Ep 056/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:38,  1.51it/s, loss=0.764, pair=0.000, adv=4.018, sprd=0.026]
Ep 056/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.45it/s, loss=0.764, pair=0.000, adv=4.018, sprd=0.026]
Ep 056/60 [S3:+sens]:  56%|█ | 185/333 [02:08<01:42,  1.45it/s, loss=0.742, pair=0.000, adv=4.101, sprd=0.020]
Ep 056/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:36,  1.52it/s, loss=0.742, pair=0.000, adv=4.101, sprd=0.020]
Ep 056/60 [S3:+sens]:  56%|█ | 186/333 [02:09<01:36,  1.52it/s, loss=0.744, pair=0.000, adv=4.083, sprd=0.022]
Ep 056/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.744, pair=0.000, adv=4.083, sprd=0.022]
Ep 056/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.726, pair=0.001, adv=4.419, sprd=0.018]
Ep 056/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.53it/s, loss=0.726, pair=0.001, adv=4.419, sprd=0.018]
Ep 056/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.53it/s, loss=0.766, pair=0.000, adv=4.241, sprd=0.028]
Ep 056/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:38,  1.46it/s, loss=0.766, pair=0.000, adv=4.241, sprd=0.028]
Ep 056/60 [S3:+sens]:  57%|█▏| 189/333 [02:11<01:38,  1.46it/s, loss=0.770, pair=0.003, adv=4.398, sprd=0.027]
Ep 056/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.51it/s, loss=0.770, pair=0.003, adv=4.398, sprd=0.027]
Ep 056/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:34,  1.51it/s, loss=0.745, pair=0.011, adv=3.887, sprd=0.020]
Ep 056/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.745, pair=0.011, adv=3.887, sprd=0.020]
Ep 056/60 [S3:+sens]:  57%|█▏| 191/333 [02:12<01:38,  1.44it/s, loss=0.733, pair=0.004, adv=4.090, sprd=0.017]
Ep 056/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:31,  1.53it/s, loss=0.733, pair=0.004, adv=4.090, sprd=0.017]
Ep 056/60 [S3:+sens]:  58%|█▏| 192/333 [02:13<01:31,  1.53it/s, loss=0.748, pair=0.000, adv=3.973, sprd=0.022]
Ep 056/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:35,  1.46it/s, loss=0.748, pair=0.000, adv=3.973, sprd=0.022]
Ep 056/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:35,  1.46it/s, loss=0.763, pair=0.000, adv=3.987, sprd=0.025]
Ep 056/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.763, pair=0.000, adv=3.987, sprd=0.025]
Ep 056/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:31,  1.52it/s, loss=0.742, pair=0.000, adv=4.192, sprd=0.021]
Ep 056/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:34,  1.46it/s, loss=0.742, pair=0.000, adv=4.192, sprd=0.021]
Ep 056/60 [S3:+sens]:  59%|█▏| 195/333 [02:15<01:34,  1.46it/s, loss=0.783, pair=0.000, adv=4.180, sprd=0.031]
Ep 056/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.783, pair=0.000, adv=4.180, sprd=0.031]
Ep 056/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.778, pair=0.000, adv=4.213, sprd=0.029]
Ep 056/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:38,  1.38it/s, loss=0.778, pair=0.000, adv=4.213, sprd=0.029]
Ep 056/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:38,  1.38it/s, loss=0.745, pair=0.003, adv=4.438, sprd=0.019]
Ep 056/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:32,  1.47it/s, loss=0.745, pair=0.003, adv=4.438, sprd=0.019]
Ep 056/60 [S3:+sens]:  59%|█▏| 198/333 [02:17<01:32,  1.47it/s, loss=0.725, pair=0.000, adv=3.693, sprd=0.017]
Ep 056/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.44it/s, loss=0.725, pair=0.000, adv=3.693, sprd=0.017]
Ep 056/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.44it/s, loss=0.726, pair=0.001, adv=4.415, sprd=0.016]
Ep 056/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:27,  1.53it/s, loss=0.726, pair=0.001, adv=4.415, sprd=0.016]
Ep 056/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:27,  1.53it/s, loss=0.755, pair=0.001, adv=4.153, sprd=0.023]
Ep 056/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:33,  1.41it/s, loss=0.755, pair=0.001, adv=4.153, sprd=0.023]
Ep 056/60 [S3:+sens]:  60%|█▏| 201/333 [02:19<01:33,  1.41it/s, loss=0.735, pair=0.003, adv=3.517, sprd=0.021]
Ep 056/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:26,  1.51it/s, loss=0.735, pair=0.003, adv=3.517, sprd=0.021]
Ep 056/60 [S3:+sens]:  61%|█▏| 202/333 [02:20<01:26,  1.51it/s, loss=0.739, pair=0.002, adv=4.328, sprd=0.021]
Ep 056/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:32,  1.41it/s, loss=0.739, pair=0.002, adv=4.328, sprd=0.021]
Ep 056/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:32,  1.41it/s, loss=0.752, pair=0.003, adv=4.052, sprd=0.024]
Ep 056/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.49it/s, loss=0.752, pair=0.003, adv=4.052, sprd=0.024]
Ep 056/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:26,  1.49it/s, loss=0.746, pair=0.000, adv=4.170, sprd=0.021]
Ep 056/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:30,  1.41it/s, loss=0.746, pair=0.000, adv=4.170, sprd=0.021]
Ep 056/60 [S3:+sens]:  62%|█▏| 205/333 [02:22<01:30,  1.41it/s, loss=0.753, pair=0.002, adv=4.233, sprd=0.023]
Ep 056/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.753, pair=0.002, adv=4.233, sprd=0.023]
Ep 056/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.803, pair=0.003, adv=4.053, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:27,  1.44it/s, loss=0.803, pair=0.003, adv=4.053, sprd=0.020]
Ep 056/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:27,  1.44it/s, loss=0.736, pair=0.000, adv=4.253, sprd=0.019]
Ep 056/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:22,  1.52it/s, loss=0.736, pair=0.000, adv=4.253, sprd=0.019]
Ep 056/60 [S3:+sens]:  62%|█▏| 208/333 [02:24<01:22,  1.52it/s, loss=0.730, pair=0.001, adv=3.847, sprd=0.019]
Ep 056/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.44it/s, loss=0.730, pair=0.001, adv=3.847, sprd=0.019]
Ep 056/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.44it/s, loss=0.763, pair=0.000, adv=4.235, sprd=0.027]
Ep 056/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:22,  1.49it/s, loss=0.763, pair=0.000, adv=4.235, sprd=0.027]
Ep 056/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:22,  1.49it/s, loss=0.750, pair=0.000, adv=4.358, sprd=0.023]
Ep 056/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:24,  1.44it/s, loss=0.750, pair=0.000, adv=4.358, sprd=0.023]
Ep 056/60 [S3:+sens]:  63%|█▎| 211/333 [02:26<01:24,  1.44it/s, loss=0.758, pair=0.000, adv=4.396, sprd=0.026]
Ep 056/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.51it/s, loss=0.758, pair=0.000, adv=4.396, sprd=0.026]
Ep 056/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:20,  1.51it/s, loss=0.727, pair=0.000, adv=3.917, sprd=0.017]
Ep 056/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:22,  1.45it/s, loss=0.727, pair=0.000, adv=3.917, sprd=0.017]
Ep 056/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.45it/s, loss=0.758, pair=0.000, adv=4.373, sprd=0.025]
Ep 056/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.50it/s, loss=0.758, pair=0.000, adv=4.373, sprd=0.025]
Ep 056/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:19,  1.50it/s, loss=0.746, pair=0.000, adv=4.489, sprd=0.023]
Ep 056/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.45it/s, loss=0.746, pair=0.000, adv=4.489, sprd=0.023]
Ep 056/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.45it/s, loss=0.753, pair=0.000, adv=4.114, sprd=0.025]
Ep 056/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.51it/s, loss=0.753, pair=0.000, adv=4.114, sprd=0.025]
Ep 056/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.51it/s, loss=0.752, pair=0.000, adv=4.250, sprd=0.023]
Ep 056/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.45it/s, loss=0.752, pair=0.000, adv=4.250, sprd=0.023]
Ep 056/60 [S3:+sens]:  65%|█▎| 217/333 [02:30<01:20,  1.45it/s, loss=0.741, pair=0.002, adv=4.032, sprd=0.021]
Ep 056/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:15,  1.51it/s, loss=0.741, pair=0.002, adv=4.032, sprd=0.021]
Ep 056/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:15,  1.51it/s, loss=0.757, pair=0.000, adv=4.072, sprd=0.024]
Ep 056/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.43it/s, loss=0.757, pair=0.000, adv=4.072, sprd=0.024]
Ep 056/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.43it/s, loss=0.742, pair=0.001, adv=4.333, sprd=0.020]
Ep 056/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:14,  1.51it/s, loss=0.742, pair=0.001, adv=4.333, sprd=0.020]
Ep 056/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:14,  1.51it/s, loss=0.767, pair=0.000, adv=4.316, sprd=0.028]
Ep 056/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.767, pair=0.000, adv=4.316, sprd=0.028]
Ep 056/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.768, pair=0.003, adv=4.057, sprd=0.027]
Ep 056/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.49it/s, loss=0.768, pair=0.003, adv=4.057, sprd=0.027]
Ep 056/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.49it/s, loss=0.772, pair=0.000, adv=4.299, sprd=0.028]
Ep 056/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.41it/s, loss=0.772, pair=0.000, adv=4.299, sprd=0.028]
Ep 056/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:17,  1.41it/s, loss=0.740, pair=0.010, adv=4.057, sprd=0.018]
Ep 056/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.50it/s, loss=0.740, pair=0.010, adv=4.057, sprd=0.018]
Ep 056/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:12,  1.50it/s, loss=0.759, pair=0.003, adv=4.595, sprd=0.023]
Ep 056/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:14,  1.45it/s, loss=0.759, pair=0.003, adv=4.595, sprd=0.023]
Ep 056/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:14,  1.45it/s, loss=0.749, pair=0.004, adv=4.001, sprd=0.022]
Ep 056/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:09,  1.53it/s, loss=0.749, pair=0.004, adv=4.001, sprd=0.022]
Ep 056/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:09,  1.53it/s, loss=0.751, pair=0.000, adv=4.153, sprd=0.024]
Ep 056/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:12,  1.47it/s, loss=0.751, pair=0.000, adv=4.153, sprd=0.024]
Ep 056/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:12,  1.47it/s, loss=0.761, pair=0.000, adv=4.304, sprd=0.027]
Ep 056/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.51it/s, loss=0.761, pair=0.000, adv=4.304, sprd=0.027]
Ep 056/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:09,  1.51it/s, loss=0.753, pair=0.000, adv=3.931, sprd=0.023]
Ep 056/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.44it/s, loss=0.753, pair=0.000, adv=3.931, sprd=0.023]
Ep 056/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.44it/s, loss=0.746, pair=0.000, adv=4.175, sprd=0.022]
Ep 056/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.50it/s, loss=0.746, pair=0.000, adv=4.175, sprd=0.022]
Ep 056/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:08,  1.50it/s, loss=0.757, pair=0.000, adv=4.604, sprd=0.026]
Ep 056/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:10,  1.45it/s, loss=0.757, pair=0.000, adv=4.604, sprd=0.026]
Ep 056/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:10,  1.45it/s, loss=0.738, pair=0.001, adv=4.521, sprd=0.021]
Ep 056/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.53it/s, loss=0.738, pair=0.001, adv=4.521, sprd=0.021]
Ep 056/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:06,  1.53it/s, loss=0.740, pair=0.000, adv=4.196, sprd=0.022]
Ep 056/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:08,  1.45it/s, loss=0.740, pair=0.000, adv=4.196, sprd=0.022]
Ep 056/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:08,  1.45it/s, loss=0.734, pair=0.000, adv=4.363, sprd=0.019]
Ep 056/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:04,  1.53it/s, loss=0.734, pair=0.000, adv=4.363, sprd=0.019]
Ep 056/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:04,  1.53it/s, loss=0.750, pair=0.003, adv=3.923, sprd=0.024]
Ep 056/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.45it/s, loss=0.750, pair=0.003, adv=3.923, sprd=0.024]
Ep 056/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.45it/s, loss=0.746, pair=0.000, adv=4.341, sprd=0.021]
Ep 056/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:03,  1.52it/s, loss=0.746, pair=0.000, adv=4.341, sprd=0.021]
Ep 056/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:03,  1.52it/s, loss=0.745, pair=0.003, adv=4.171, sprd=0.022]
Ep 056/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.45it/s, loss=0.745, pair=0.003, adv=4.171, sprd=0.022]
Ep 056/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:06,  1.45it/s, loss=0.746, pair=0.001, adv=4.415, sprd=0.024]
Ep 056/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:03,  1.50it/s, loss=0.746, pair=0.001, adv=4.415, sprd=0.024]
Ep 056/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:03,  1.50it/s, loss=0.747, pair=0.006, adv=4.039, sprd=0.021]
Ep 056/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.43it/s, loss=0.747, pair=0.006, adv=4.039, sprd=0.021]
Ep 056/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.43it/s, loss=0.747, pair=0.000, adv=3.837, sprd=0.022]
Ep 056/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.747, pair=0.000, adv=3.837, sprd=0.022]
Ep 056/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:02,  1.48it/s, loss=0.738, pair=0.000, adv=4.098, sprd=0.018]
Ep 056/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:06,  1.39it/s, loss=0.738, pair=0.000, adv=4.098, sprd=0.018]
Ep 056/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:06,  1.39it/s, loss=0.770, pair=0.002, adv=4.103, sprd=0.027]
Ep 056/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:02,  1.46it/s, loss=0.770, pair=0.002, adv=4.103, sprd=0.027]
Ep 056/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:02,  1.46it/s, loss=0.741, pair=0.000, adv=4.240, sprd=0.022]
Ep 056/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.43it/s, loss=0.741, pair=0.000, adv=4.240, sprd=0.022]
Ep 056/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.43it/s, loss=0.747, pair=0.000, adv=4.212, sprd=0.024]
Ep 056/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.49it/s, loss=0.747, pair=0.000, adv=4.212, sprd=0.024]
Ep 056/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.49it/s, loss=0.760, pair=0.000, adv=4.411, sprd=0.025]
Ep 056/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.44it/s, loss=0.760, pair=0.000, adv=4.411, sprd=0.025]
Ep 056/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.44it/s, loss=0.764, pair=0.003, adv=4.251, sprd=0.027]
Ep 056/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.50it/s, loss=0.764, pair=0.003, adv=4.251, sprd=0.027]
Ep 056/60 [S3:+sens]:  74%|█▍| 246/333 [02:50<00:58,  1.50it/s, loss=0.758, pair=0.001, adv=4.308, sprd=0.023]
Ep 056/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.38it/s, loss=0.758, pair=0.001, adv=4.308, sprd=0.023]
Ep 056/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:02,  1.38it/s, loss=0.761, pair=0.000, adv=3.793, sprd=0.026]
Ep 056/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:58,  1.46it/s, loss=0.761, pair=0.000, adv=3.793, sprd=0.026]
Ep 056/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:58,  1.46it/s, loss=0.738, pair=0.002, adv=3.558, sprd=0.018]
Ep 056/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<01:01,  1.37it/s, loss=0.738, pair=0.002, adv=3.558, sprd=0.018]
Ep 056/60 [S3:+sens]:  75%|█▍| 249/333 [02:52<01:01,  1.37it/s, loss=0.767, pair=0.000, adv=4.183, sprd=0.026]
Ep 056/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:57,  1.45it/s, loss=0.767, pair=0.000, adv=4.183, sprd=0.026]
Ep 056/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:57,  1.45it/s, loss=0.757, pair=0.004, adv=4.323, sprd=0.024]
Ep 056/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:57,  1.42it/s, loss=0.757, pair=0.004, adv=4.323, sprd=0.024]
Ep 056/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:57,  1.42it/s, loss=0.724, pair=0.000, adv=3.766, sprd=0.017]
Ep 056/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.51it/s, loss=0.724, pair=0.000, adv=3.766, sprd=0.017]
Ep 056/60 [S3:+sens]:  76%|█▌| 252/333 [02:54<00:53,  1.51it/s, loss=0.726, pair=0.002, adv=4.342, sprd=0.018]
Ep 056/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:54,  1.46it/s, loss=0.726, pair=0.002, adv=4.342, sprd=0.018]
Ep 056/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:54,  1.46it/s, loss=0.755, pair=0.000, adv=4.142, sprd=0.024]
Ep 056/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.52it/s, loss=0.755, pair=0.000, adv=4.142, sprd=0.024]
Ep 056/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.52it/s, loss=0.744, pair=0.000, adv=4.081, sprd=0.019]
Ep 056/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:55,  1.40it/s, loss=0.744, pair=0.000, adv=4.081, sprd=0.019]
Ep 056/60 [S3:+sens]:  77%|█▌| 255/333 [02:56<00:55,  1.40it/s, loss=0.746, pair=0.000, adv=4.191, sprd=0.023]
Ep 056/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.746, pair=0.000, adv=4.191, sprd=0.023]
Ep 056/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.49it/s, loss=0.754, pair=0.000, adv=4.140, sprd=0.024]
Ep 056/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:55,  1.38it/s, loss=0.754, pair=0.000, adv=4.140, sprd=0.024]
Ep 056/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:55,  1.38it/s, loss=0.745, pair=0.000, adv=4.150, sprd=0.021]
Ep 056/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:51,  1.47it/s, loss=0.745, pair=0.000, adv=4.150, sprd=0.021]
Ep 056/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:51,  1.47it/s, loss=0.762, pair=0.000, adv=4.318, sprd=0.024]
Ep 056/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.41it/s, loss=0.762, pair=0.000, adv=4.318, sprd=0.024]
Ep 056/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:52,  1.41it/s, loss=0.794, pair=0.006, adv=4.186, sprd=0.032]
Ep 056/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:50,  1.45it/s, loss=0.794, pair=0.006, adv=4.186, sprd=0.032]
Ep 056/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:50,  1.45it/s, loss=0.820, pair=0.000, adv=3.941, sprd=0.023]
Ep 056/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:51,  1.40it/s, loss=0.820, pair=0.000, adv=3.941, sprd=0.023]
Ep 056/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:51,  1.40it/s, loss=0.744, pair=0.001, adv=4.027, sprd=0.023]
Ep 056/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.47it/s, loss=0.744, pair=0.001, adv=4.027, sprd=0.023]
Ep 056/60 [S3:+sens]:  79%|█▌| 262/333 [03:01<00:48,  1.47it/s, loss=0.739, pair=0.000, adv=3.930, sprd=0.020]
Ep 056/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:51,  1.37it/s, loss=0.739, pair=0.000, adv=3.930, sprd=0.020]
Ep 056/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:51,  1.37it/s, loss=0.752, pair=0.000, adv=4.423, sprd=0.022]
Ep 056/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:47,  1.46it/s, loss=0.752, pair=0.000, adv=4.423, sprd=0.022]
Ep 056/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:47,  1.46it/s, loss=0.721, pair=0.006, adv=3.609, sprd=0.013]
Ep 056/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:47,  1.44it/s, loss=0.721, pair=0.006, adv=3.609, sprd=0.013]
Ep 056/60 [S3:+sens]:  80%|█▌| 265/333 [03:03<00:47,  1.44it/s, loss=0.784, pair=0.000, adv=4.401, sprd=0.030]
Ep 056/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.49it/s, loss=0.784, pair=0.000, adv=4.401, sprd=0.030]
Ep 056/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.49it/s, loss=0.760, pair=0.001, adv=4.402, sprd=0.025]
Ep 056/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.760, pair=0.001, adv=4.402, sprd=0.025]
Ep 056/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.733, pair=0.000, adv=4.310, sprd=0.018]
Ep 056/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.50it/s, loss=0.733, pair=0.000, adv=4.310, sprd=0.018]
Ep 056/60 [S3:+sens]:  80%|█▌| 268/333 [03:05<00:43,  1.50it/s, loss=0.754, pair=0.000, adv=4.534, sprd=0.025]
Ep 056/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.754, pair=0.000, adv=4.534, sprd=0.025]
Ep 056/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.45it/s, loss=0.737, pair=0.000, adv=3.762, sprd=0.020]
Ep 056/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:41,  1.52it/s, loss=0.737, pair=0.000, adv=3.762, sprd=0.020]
Ep 056/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:41,  1.52it/s, loss=0.761, pair=0.000, adv=4.150, sprd=0.026]
Ep 056/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:44,  1.40it/s, loss=0.761, pair=0.000, adv=4.150, sprd=0.026]
Ep 056/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:44,  1.40it/s, loss=0.754, pair=0.000, adv=4.372, sprd=0.022]
Ep 056/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.754, pair=0.000, adv=4.372, sprd=0.022]
Ep 056/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.738, pair=0.000, adv=4.064, sprd=0.020]
Ep 056/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.42it/s, loss=0.738, pair=0.000, adv=4.064, sprd=0.020]
Ep 056/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.789, pair=0.000, adv=4.180, sprd=0.033]
Ep 056/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:40,  1.46it/s, loss=0.789, pair=0.000, adv=4.180, sprd=0.033]
Ep 056/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:40,  1.46it/s, loss=0.764, pair=0.000, adv=4.320, sprd=0.026]
Ep 056/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.40it/s, loss=0.764, pair=0.000, adv=4.320, sprd=0.026]
Ep 056/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.40it/s, loss=0.740, pair=0.000, adv=4.217, sprd=0.020]
Ep 056/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.50it/s, loss=0.740, pair=0.000, adv=4.217, sprd=0.020]
Ep 056/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.50it/s, loss=0.734, pair=0.000, adv=4.105, sprd=0.016]
Ep 056/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.40it/s, loss=0.734, pair=0.000, adv=4.105, sprd=0.016]
Ep 056/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:39,  1.40it/s, loss=0.739, pair=0.000, adv=3.941, sprd=0.020]
Ep 056/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.48it/s, loss=0.739, pair=0.000, adv=3.941, sprd=0.020]
Ep 056/60 [S3:+sens]:  83%|█▋| 278/333 [03:12<00:37,  1.48it/s, loss=0.734, pair=0.000, adv=3.979, sprd=0.020]
Ep 056/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.44it/s, loss=0.734, pair=0.000, adv=3.979, sprd=0.020]
Ep 056/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.44it/s, loss=0.754, pair=0.000, adv=4.104, sprd=0.023]
Ep 056/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.754, pair=0.000, adv=4.104, sprd=0.023]
Ep 056/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.753, pair=0.000, adv=4.191, sprd=0.024]
Ep 056/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.753, pair=0.000, adv=4.191, sprd=0.024]
Ep 056/60 [S3:+sens]:  84%|█▋| 281/333 [03:14<00:36,  1.43it/s, loss=0.749, pair=0.000, adv=3.779, sprd=0.020]
Ep 056/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.50it/s, loss=0.749, pair=0.000, adv=3.779, sprd=0.020]
Ep 056/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:33,  1.50it/s, loss=0.757, pair=0.000, adv=3.926, sprd=0.022]
Ep 056/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.39it/s, loss=0.757, pair=0.000, adv=3.926, sprd=0.022]
Ep 056/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.39it/s, loss=0.733, pair=0.000, adv=4.001, sprd=0.020]
Ep 056/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.47it/s, loss=0.733, pair=0.000, adv=4.001, sprd=0.020]
Ep 056/60 [S3:+sens]:  85%|█▋| 284/333 [03:16<00:33,  1.47it/s, loss=0.786, pair=0.001, adv=4.127, sprd=0.017]
Ep 056/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.786, pair=0.001, adv=4.127, sprd=0.017]
Ep 056/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.43it/s, loss=0.757, pair=0.000, adv=3.997, sprd=0.020]
Ep 056/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.49it/s, loss=0.757, pair=0.000, adv=3.997, sprd=0.020]
Ep 056/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.49it/s, loss=0.758, pair=0.000, adv=4.153, sprd=0.024]
Ep 056/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.758, pair=0.000, adv=4.153, sprd=0.024]
Ep 056/60 [S3:+sens]:  86%|█▋| 287/333 [03:18<00:32,  1.43it/s, loss=0.752, pair=0.003, adv=4.203, sprd=0.025]
Ep 056/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.50it/s, loss=0.752, pair=0.003, adv=4.203, sprd=0.025]
Ep 056/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.50it/s, loss=0.729, pair=0.009, adv=4.107, sprd=0.018]
Ep 056/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.46it/s, loss=0.729, pair=0.009, adv=4.107, sprd=0.018]
Ep 056/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.46it/s, loss=0.772, pair=0.001, adv=3.755, sprd=0.028]
Ep 056/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.49it/s, loss=0.772, pair=0.001, adv=3.755, sprd=0.028]
Ep 056/60 [S3:+sens]:  87%|█▋| 290/333 [03:20<00:28,  1.49it/s, loss=0.751, pair=0.000, adv=4.033, sprd=0.023]
Ep 056/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.751, pair=0.000, adv=4.033, sprd=0.023]
Ep 056/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.746, pair=0.002, adv=3.679, sprd=0.023]
Ep 056/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.48it/s, loss=0.746, pair=0.002, adv=3.679, sprd=0.023]
Ep 056/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.48it/s, loss=0.736, pair=0.000, adv=4.273, sprd=0.021]
Ep 056/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.736, pair=0.000, adv=4.273, sprd=0.021]
Ep 056/60 [S3:+sens]:  88%|█▊| 293/333 [03:22<00:27,  1.43it/s, loss=0.752, pair=0.001, adv=4.306, sprd=0.022]
Ep 056/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:26,  1.50it/s, loss=0.752, pair=0.001, adv=4.306, sprd=0.022]
Ep 056/60 [S3:+sens]:  88%|█▊| 294/333 [03:23<00:26,  1.50it/s, loss=0.757, pair=0.000, adv=4.283, sprd=0.023]
Ep 056/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.40it/s, loss=0.757, pair=0.000, adv=4.283, sprd=0.023]
Ep 056/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.40it/s, loss=0.778, pair=0.004, adv=4.243, sprd=0.031]
Ep 056/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.46it/s, loss=0.778, pair=0.004, adv=4.243, sprd=0.031]
Ep 056/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.46it/s, loss=0.829, pair=0.003, adv=4.005, sprd=0.024]
Ep 056/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.40it/s, loss=0.829, pair=0.003, adv=4.005, sprd=0.024]
Ep 056/60 [S3:+sens]:  89%|█▊| 297/333 [03:25<00:25,  1.40it/s, loss=0.771, pair=0.003, adv=4.038, sprd=0.029]
Ep 056/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.45it/s, loss=0.771, pair=0.003, adv=4.038, sprd=0.029]
Ep 056/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:24,  1.45it/s, loss=0.746, pair=0.000, adv=3.950, sprd=0.020]
Ep 056/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.42it/s, loss=0.746, pair=0.000, adv=3.950, sprd=0.020]
Ep 056/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.42it/s, loss=0.750, pair=0.000, adv=4.136, sprd=0.023]
Ep 056/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.49it/s, loss=0.750, pair=0.000, adv=4.136, sprd=0.023]
Ep 056/60 [S3:+sens]:  90%|█▊| 300/333 [03:27<00:22,  1.49it/s, loss=0.761, pair=0.004, adv=4.438, sprd=0.026]
Ep 056/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.43it/s, loss=0.761, pair=0.004, adv=4.438, sprd=0.026]
Ep 056/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.43it/s, loss=0.729, pair=0.000, adv=3.728, sprd=0.017]
Ep 056/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.51it/s, loss=0.729, pair=0.000, adv=3.728, sprd=0.017]
Ep 056/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.51it/s, loss=0.753, pair=0.000, adv=4.512, sprd=0.024]
Ep 056/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.44it/s, loss=0.753, pair=0.000, adv=4.512, sprd=0.024]
Ep 056/60 [S3:+sens]:  91%|█▊| 303/333 [03:29<00:20,  1.44it/s, loss=0.748, pair=0.000, adv=4.025, sprd=0.023]
Ep 056/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.50it/s, loss=0.748, pair=0.000, adv=4.025, sprd=0.023]
Ep 056/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.50it/s, loss=0.752, pair=0.001, adv=4.079, sprd=0.024]
Ep 056/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.46it/s, loss=0.752, pair=0.001, adv=4.079, sprd=0.024]
Ep 056/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.46it/s, loss=0.731, pair=0.003, adv=3.771, sprd=0.018]
Ep 056/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.52it/s, loss=0.731, pair=0.003, adv=3.771, sprd=0.018]
Ep 056/60 [S3:+sens]:  92%|█▊| 306/333 [03:31<00:17,  1.52it/s, loss=0.754, pair=0.000, adv=4.334, sprd=0.023]
Ep 056/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.44it/s, loss=0.754, pair=0.000, adv=4.334, sprd=0.023]
Ep 056/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.44it/s, loss=0.760, pair=0.000, adv=4.222, sprd=0.025]
Ep 056/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.50it/s, loss=0.760, pair=0.000, adv=4.222, sprd=0.025]
Ep 056/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.50it/s, loss=0.793, pair=0.003, adv=3.915, sprd=0.016]
Ep 056/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.44it/s, loss=0.793, pair=0.003, adv=3.915, sprd=0.016]
Ep 056/60 [S3:+sens]:  93%|█▊| 309/333 [03:33<00:16,  1.44it/s, loss=0.753, pair=0.001, adv=3.670, sprd=0.024]
Ep 056/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.49it/s, loss=0.753, pair=0.001, adv=3.670, sprd=0.024]
Ep 056/60 [S3:+sens]:  93%|█▊| 310/333 [03:34<00:15,  1.49it/s, loss=0.729, pair=0.000, adv=4.280, sprd=0.018]
Ep 056/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.40it/s, loss=0.729, pair=0.000, adv=4.280, sprd=0.018]
Ep 056/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.40it/s, loss=0.755, pair=0.000, adv=4.152, sprd=0.024]
Ep 056/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.48it/s, loss=0.755, pair=0.000, adv=4.152, sprd=0.024]
Ep 056/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:14,  1.48it/s, loss=0.744, pair=0.000, adv=4.241, sprd=0.021]
Ep 056/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.41it/s, loss=0.744, pair=0.000, adv=4.241, sprd=0.021]
Ep 056/60 [S3:+sens]:  94%|█▉| 313/333 [03:36<00:14,  1.41it/s, loss=0.772, pair=0.000, adv=3.985, sprd=0.029]
Ep 056/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.47it/s, loss=0.772, pair=0.000, adv=3.985, sprd=0.029]
Ep 056/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.47it/s, loss=0.759, pair=0.001, adv=4.245, sprd=0.025]
Ep 056/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.42it/s, loss=0.759, pair=0.001, adv=4.245, sprd=0.025]
Ep 056/60 [S3:+sens]:  95%|█▉| 315/333 [03:37<00:12,  1.42it/s, loss=0.758, pair=0.000, adv=4.525, sprd=0.024]
Ep 056/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.48it/s, loss=0.758, pair=0.000, adv=4.525, sprd=0.024]
Ep 056/60 [S3:+sens]:  95%|█▉| 316/333 [03:38<00:11,  1.48it/s, loss=0.749, pair=0.000, adv=3.929, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.749, pair=0.000, adv=3.929, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.43it/s, loss=0.754, pair=0.000, adv=4.385, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.50it/s, loss=0.754, pair=0.000, adv=4.385, sprd=0.022]
Ep 056/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.50it/s, loss=0.754, pair=0.000, adv=4.016, sprd=0.024]
Ep 056/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.44it/s, loss=0.754, pair=0.000, adv=4.016, sprd=0.024]
Ep 056/60 [S3:+sens]:  96%|█▉| 319/333 [03:40<00:09,  1.44it/s, loss=0.770, pair=0.002, adv=3.923, sprd=0.028]
Ep 056/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.770, pair=0.002, adv=3.923, sprd=0.028]
Ep 056/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.49it/s, loss=0.729, pair=0.000, adv=4.143, sprd=0.018]
Ep 056/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.43it/s, loss=0.729, pair=0.000, adv=4.143, sprd=0.018]
Ep 056/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.43it/s, loss=0.742, pair=0.000, adv=3.718, sprd=0.019]
Ep 056/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.51it/s, loss=0.742, pair=0.000, adv=3.718, sprd=0.019]
Ep 056/60 [S3:+sens]:  97%|█▉| 322/333 [03:42<00:07,  1.51it/s, loss=0.774, pair=0.002, adv=4.097, sprd=0.030]
Ep 056/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.43it/s, loss=0.774, pair=0.002, adv=4.097, sprd=0.030]
Ep 056/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.43it/s, loss=0.732, pair=0.002, adv=3.583, sprd=0.018]
Ep 056/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.52it/s, loss=0.732, pair=0.002, adv=3.583, sprd=0.018]
Ep 056/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.52it/s, loss=0.753, pair=0.000, adv=4.229, sprd=0.024]
Ep 056/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.45it/s, loss=0.753, pair=0.000, adv=4.229, sprd=0.024]
Ep 056/60 [S3:+sens]:  98%|█▉| 325/333 [03:44<00:05,  1.45it/s, loss=0.765, pair=0.000, adv=4.368, sprd=0.028]
Ep 056/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.765, pair=0.000, adv=4.368, sprd=0.028]
Ep 056/60 [S3:+sens]:  98%|█▉| 326/333 [03:45<00:04,  1.50it/s, loss=0.739, pair=0.003, adv=3.999, sprd=0.020]
Ep 056/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.739, pair=0.003, adv=3.999, sprd=0.020]
Ep 056/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.739, pair=0.007, adv=4.253, sprd=0.018]
Ep 056/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.739, pair=0.007, adv=4.253, sprd=0.018]
Ep 056/60 [S3:+sens]:  98%|█▉| 328/333 [03:46<00:03,  1.51it/s, loss=0.756, pair=0.001, adv=4.280, sprd=0.026]
Ep 056/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.756, pair=0.001, adv=4.280, sprd=0.026]
Ep 056/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.44it/s, loss=0.729, pair=0.002, adv=3.976, sprd=0.017]
Ep 056/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.53it/s, loss=0.729, pair=0.002, adv=3.976, sprd=0.017]
Ep 056/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.53it/s, loss=0.775, pair=0.000, adv=4.124, sprd=0.028]
Ep 056/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.46it/s, loss=0.775, pair=0.000, adv=4.124, sprd=0.028]
Ep 056/60 [S3:+sens]:  99%|█▉| 331/333 [03:48<00:01,  1.46it/s, loss=0.742, pair=0.001, adv=3.868, sprd=0.020]
Ep 056/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.54it/s, loss=0.742, pair=0.001, adv=3.868, sprd=0.020]
Ep 056/60 [S3:+sens]: 100%|█▉| 332/333 [03:49<00:00,  1.54it/s, loss=0.763, pair=0.000, adv=4.102, sprd=0.025]
Ep 056/60 [S3:+sens]: 100%|██| 333/333 [03:49<00:00,  1.45it/s, loss=0.763, pair=0.000, adv=4.102, sprd=0.025]
                                                                                                              
Epoch 056/60 [S3:+sens]  loss=0.7534  mat=0.3366  sens=1.0112  pair=0.0010  adv=4.1504(rand=3.37)  deg=0.0056  orth=0.0004  spread=0.0229  q_mean=50.9  q_std=16.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=6.62e-06  229s

Ep 057/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 057/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.758, pair=0.003, adv=3.793, sprd=0.023]
Ep 057/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:31,  1.18s/it, loss=0.758, pair=0.003, adv=3.793, sprd=0.023]
Ep 057/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:31,  1.18s/it, loss=0.744, pair=0.000, adv=4.297, sprd=0.021]
Ep 057/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:33,  1.21it/s, loss=0.744, pair=0.000, adv=4.297, sprd=0.021]
Ep 057/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:33,  1.21it/s, loss=0.754, pair=0.000, adv=4.244, sprd=0.025]
Ep 057/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:21,  1.26it/s, loss=0.754, pair=0.000, adv=4.244, sprd=0.025]
Ep 057/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:21,  1.26it/s, loss=0.757, pair=0.001, adv=4.048, sprd=0.025]
Ep 057/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.757, pair=0.001, adv=4.048, sprd=0.025]
Ep 057/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.747, pair=0.000, adv=4.066, sprd=0.021]
Ep 057/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:55,  1.39it/s, loss=0.747, pair=0.000, adv=4.066, sprd=0.021]
Ep 057/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:55,  1.39it/s, loss=0.759, pair=0.000, adv=4.150, sprd=0.024]
Ep 057/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:41,  1.48it/s, loss=0.759, pair=0.000, adv=4.150, sprd=0.024]
Ep 057/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:41,  1.48it/s, loss=0.739, pair=0.001, adv=3.951, sprd=0.019]
Ep 057/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.42it/s, loss=0.739, pair=0.001, adv=3.951, sprd=0.019]
Ep 057/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.42it/s, loss=0.750, pair=0.003, adv=3.806, sprd=0.022]
Ep 057/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:39,  1.48it/s, loss=0.750, pair=0.003, adv=3.806, sprd=0.022]
Ep 057/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:39,  1.48it/s, loss=0.760, pair=0.003, adv=4.296, sprd=0.024]
Ep 057/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:56,  1.37it/s, loss=0.760, pair=0.003, adv=4.296, sprd=0.024]
Ep 057/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:56,  1.37it/s, loss=0.773, pair=0.000, adv=4.371, sprd=0.027]
Ep 057/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:43,  1.45it/s, loss=0.773, pair=0.000, adv=4.371, sprd=0.027]
Ep 057/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:43,  1.45it/s, loss=0.751, pair=0.000, adv=3.887, sprd=0.023]
Ep 057/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.40it/s, loss=0.751, pair=0.000, adv=3.887, sprd=0.023]
Ep 057/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:49,  1.40it/s, loss=0.743, pair=0.001, adv=4.213, sprd=0.021]
Ep 057/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:36,  1.48it/s, loss=0.743, pair=0.001, adv=4.213, sprd=0.021]
Ep 057/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:36,  1.48it/s, loss=0.757, pair=0.003, adv=4.060, sprd=0.025]
Ep 057/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.41it/s, loss=0.757, pair=0.003, adv=4.060, sprd=0.025]
Ep 057/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:46,  1.41it/s, loss=0.769, pair=0.002, adv=4.033, sprd=0.026]
Ep 057/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:35,  1.48it/s, loss=0.769, pair=0.002, adv=4.033, sprd=0.026]
Ep 057/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:35,  1.48it/s, loss=0.749, pair=0.003, adv=4.093, sprd=0.022]
Ep 057/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:43,  1.42it/s, loss=0.749, pair=0.003, adv=4.093, sprd=0.022]
Ep 057/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:43,  1.42it/s, loss=0.773, pair=0.002, adv=3.823, sprd=0.029]
Ep 057/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:36,  1.46it/s, loss=0.773, pair=0.002, adv=3.823, sprd=0.029]
Ep 057/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:36,  1.46it/s, loss=0.772, pair=0.000, adv=3.897, sprd=0.028]
Ep 057/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.42it/s, loss=0.772, pair=0.000, adv=3.897, sprd=0.028]
Ep 057/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:43,  1.42it/s, loss=0.750, pair=0.005, adv=4.403, sprd=0.022]
Ep 057/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:29,  1.50it/s, loss=0.750, pair=0.005, adv=4.403, sprd=0.022]
Ep 057/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:29,  1.50it/s, loss=0.753, pair=0.000, adv=3.865, sprd=0.024]
Ep 057/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:44,  1.40it/s, loss=0.753, pair=0.000, adv=3.865, sprd=0.024]
Ep 057/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:44,  1.40it/s, loss=0.745, pair=0.003, adv=4.061, sprd=0.022]
Ep 057/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:29,  1.49it/s, loss=0.745, pair=0.003, adv=4.061, sprd=0.022]
Ep 057/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:29,  1.49it/s, loss=0.735, pair=0.002, adv=3.984, sprd=0.021]
Ep 057/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:36,  1.44it/s, loss=0.735, pair=0.002, adv=3.984, sprd=0.021]
Ep 057/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:36,  1.44it/s, loss=0.770, pair=0.000, adv=4.334, sprd=0.029]
Ep 057/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:28,  1.49it/s, loss=0.770, pair=0.000, adv=4.334, sprd=0.029]
Ep 057/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:28,  1.49it/s, loss=0.752, pair=0.000, adv=3.659, sprd=0.023]
Ep 057/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.752, pair=0.000, adv=3.659, sprd=0.023]
Ep 057/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:36,  1.43it/s, loss=0.736, pair=0.000, adv=3.935, sprd=0.018]
Ep 057/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:25,  1.51it/s, loss=0.736, pair=0.000, adv=3.935, sprd=0.018]
Ep 057/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.51it/s, loss=0.722, pair=0.002, adv=3.967, sprd=0.017]
Ep 057/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:33,  1.44it/s, loss=0.722, pair=0.002, adv=3.967, sprd=0.017]
Ep 057/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:33,  1.44it/s, loss=0.745, pair=0.000, adv=4.032, sprd=0.021]
Ep 057/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.745, pair=0.000, adv=4.032, sprd=0.021]
Ep 057/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.761, pair=0.000, adv=4.259, sprd=0.025]
Ep 057/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:33,  1.43it/s, loss=0.761, pair=0.000, adv=4.259, sprd=0.025]
Ep 057/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:33,  1.43it/s, loss=0.732, pair=0.000, adv=3.965, sprd=0.020]
Ep 057/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:21,  1.52it/s, loss=0.732, pair=0.000, adv=3.965, sprd=0.020]
Ep 057/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:21,  1.52it/s, loss=0.730, pair=0.003, adv=3.707, sprd=0.017]
Ep 057/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:37,  1.40it/s, loss=0.730, pair=0.003, adv=3.707, sprd=0.017]
Ep 057/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:37,  1.40it/s, loss=0.768, pair=0.000, adv=4.433, sprd=0.028]
Ep 057/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:26,  1.47it/s, loss=0.768, pair=0.000, adv=4.433, sprd=0.028]
Ep 057/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:26,  1.47it/s, loss=0.733, pair=0.000, adv=3.757, sprd=0.018]
Ep 057/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:31,  1.43it/s, loss=0.733, pair=0.000, adv=3.757, sprd=0.018]
Ep 057/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:31,  1.43it/s, loss=0.736, pair=0.000, adv=4.014, sprd=0.020]
Ep 057/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:20,  1.50it/s, loss=0.736, pair=0.000, adv=4.014, sprd=0.020]
Ep 057/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:20,  1.50it/s, loss=0.763, pair=0.000, adv=4.362, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.45it/s, loss=0.763, pair=0.000, adv=4.362, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:27,  1.45it/s, loss=0.765, pair=0.000, adv=4.193, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:19,  1.50it/s, loss=0.765, pair=0.000, adv=4.193, sprd=0.026]
Ep 057/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:19,  1.50it/s, loss=0.729, pair=0.002, adv=3.980, sprd=0.018]
Ep 057/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:26,  1.44it/s, loss=0.729, pair=0.002, adv=3.980, sprd=0.018]
Ep 057/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:26,  1.44it/s, loss=0.751, pair=0.000, adv=4.268, sprd=0.023]
Ep 057/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.751, pair=0.000, adv=4.268, sprd=0.023]
Ep 057/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:17,  1.50it/s, loss=0.736, pair=0.001, adv=4.291, sprd=0.018]
Ep 057/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:30,  1.41it/s, loss=0.736, pair=0.001, adv=4.291, sprd=0.018]
Ep 057/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:30,  1.41it/s, loss=0.760, pair=0.003, adv=4.224, sprd=0.024]
Ep 057/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:19,  1.48it/s, loss=0.760, pair=0.003, adv=4.224, sprd=0.024]
Ep 057/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:19,  1.48it/s, loss=0.745, pair=0.000, adv=4.116, sprd=0.021]
Ep 057/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.745, pair=0.000, adv=4.116, sprd=0.021]
Ep 057/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.735, pair=0.003, adv=4.025, sprd=0.020]
Ep 057/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:15,  1.50it/s, loss=0.735, pair=0.003, adv=4.025, sprd=0.020]
Ep 057/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:15,  1.50it/s, loss=0.738, pair=0.002, adv=4.166, sprd=0.018]
Ep 057/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:22,  1.44it/s, loss=0.738, pair=0.002, adv=4.166, sprd=0.018]
Ep 057/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:22,  1.44it/s, loss=0.758, pair=0.002, adv=4.033, sprd=0.024]
Ep 057/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:13,  1.50it/s, loss=0.758, pair=0.002, adv=4.033, sprd=0.024]
Ep 057/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:13,  1.50it/s, loss=0.755, pair=0.003, adv=4.372, sprd=0.025]
Ep 057/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:21,  1.44it/s, loss=0.755, pair=0.003, adv=4.372, sprd=0.025]
Ep 057/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:21,  1.44it/s, loss=0.768, pair=0.000, adv=4.053, sprd=0.026]
Ep 057/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:13,  1.49it/s, loss=0.768, pair=0.000, adv=4.053, sprd=0.026]
Ep 057/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:13,  1.49it/s, loss=0.756, pair=0.000, adv=3.798, sprd=0.023]
Ep 057/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.756, pair=0.000, adv=3.798, sprd=0.023]
Ep 057/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:22,  1.42it/s, loss=0.741, pair=0.005, adv=3.900, sprd=0.020]
Ep 057/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:11,  1.50it/s, loss=0.741, pair=0.005, adv=3.900, sprd=0.020]
Ep 057/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:11,  1.50it/s, loss=0.719, pair=0.005, adv=3.613, sprd=0.016]
Ep 057/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.719, pair=0.005, adv=3.613, sprd=0.016]
Ep 057/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.739, pair=0.000, adv=4.087, sprd=0.021]
Ep 057/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:09,  1.50it/s, loss=0.739, pair=0.000, adv=4.087, sprd=0.021]
Ep 057/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:09,  1.50it/s, loss=0.765, pair=0.000, adv=4.168, sprd=0.026]
Ep 057/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.765, pair=0.000, adv=4.168, sprd=0.026]
Ep 057/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.777, pair=0.002, adv=3.970, sprd=0.030]
Ep 057/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:10,  1.49it/s, loss=0.777, pair=0.002, adv=3.970, sprd=0.030]
Ep 057/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:10,  1.49it/s, loss=0.753, pair=0.000, adv=3.986, sprd=0.024]
Ep 057/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:24,  1.38it/s, loss=0.753, pair=0.000, adv=3.986, sprd=0.024]
Ep 057/60 [S3:+sens]:  15%|▍  | 51/333 [00:36<03:24,  1.38it/s, loss=0.753, pair=0.001, adv=4.467, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:12,  1.46it/s, loss=0.753, pair=0.001, adv=4.467, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:12,  1.46it/s, loss=0.743, pair=0.000, adv=4.075, sprd=0.021]
Ep 057/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:18,  1.41it/s, loss=0.743, pair=0.000, adv=4.075, sprd=0.021]
Ep 057/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:18,  1.41it/s, loss=0.754, pair=0.004, adv=3.992, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:09,  1.47it/s, loss=0.754, pair=0.004, adv=3.992, sprd=0.023]
Ep 057/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:09,  1.47it/s, loss=0.727, pair=0.000, adv=3.786, sprd=0.018]
Ep 057/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.44it/s, loss=0.727, pair=0.000, adv=3.786, sprd=0.018]
Ep 057/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.44it/s, loss=0.734, pair=0.000, adv=3.748, sprd=0.021]
Ep 057/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:02,  1.52it/s, loss=0.734, pair=0.000, adv=3.748, sprd=0.021]
Ep 057/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:02,  1.52it/s, loss=0.838, pair=0.003, adv=4.348, sprd=0.028]
Ep 057/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:10,  1.45it/s, loss=0.838, pair=0.003, adv=4.348, sprd=0.028]
Ep 057/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:10,  1.45it/s, loss=0.757, pair=0.004, adv=4.604, sprd=0.024]
Ep 057/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.757, pair=0.004, adv=4.604, sprd=0.024]
Ep 057/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.738, pair=0.000, adv=4.227, sprd=0.019]
Ep 057/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:08,  1.45it/s, loss=0.738, pair=0.000, adv=4.227, sprd=0.019]
Ep 057/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:08,  1.45it/s, loss=0.739, pair=0.000, adv=4.011, sprd=0.020]
Ep 057/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:00,  1.51it/s, loss=0.739, pair=0.000, adv=4.011, sprd=0.020]
Ep 057/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:00,  1.51it/s, loss=0.755, pair=0.000, adv=3.988, sprd=0.023]
Ep 057/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.755, pair=0.000, adv=3.988, sprd=0.023]
Ep 057/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:07,  1.45it/s, loss=0.752, pair=0.001, adv=4.138, sprd=0.023]
Ep 057/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:59,  1.51it/s, loss=0.752, pair=0.001, adv=4.138, sprd=0.023]
Ep 057/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:59,  1.51it/s, loss=0.777, pair=0.000, adv=3.900, sprd=0.027]
Ep 057/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:08,  1.43it/s, loss=0.777, pair=0.000, adv=3.900, sprd=0.027]
Ep 057/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:08,  1.43it/s, loss=0.746, pair=0.003, adv=3.680, sprd=0.021]
Ep 057/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:59,  1.50it/s, loss=0.746, pair=0.003, adv=3.680, sprd=0.021]
Ep 057/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:59,  1.50it/s, loss=0.746, pair=0.003, adv=4.007, sprd=0.021]
Ep 057/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:02,  1.47it/s, loss=0.746, pair=0.003, adv=4.007, sprd=0.021]
Ep 057/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:02,  1.47it/s, loss=0.728, pair=0.001, adv=3.658, sprd=0.021]
Ep 057/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:55,  1.52it/s, loss=0.728, pair=0.001, adv=3.658, sprd=0.021]
Ep 057/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:55,  1.52it/s, loss=0.768, pair=0.007, adv=3.787, sprd=0.027]
Ep 057/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:03,  1.45it/s, loss=0.768, pair=0.007, adv=3.787, sprd=0.027]
Ep 057/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:03,  1.45it/s, loss=0.758, pair=0.000, adv=4.320, sprd=0.025]
Ep 057/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:55,  1.51it/s, loss=0.758, pair=0.000, adv=4.320, sprd=0.025]
Ep 057/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:55,  1.51it/s, loss=0.740, pair=0.000, adv=4.087, sprd=0.021]
Ep 057/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:01,  1.45it/s, loss=0.740, pair=0.000, adv=4.087, sprd=0.021]
Ep 057/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:01,  1.45it/s, loss=0.766, pair=0.003, adv=3.756, sprd=0.025]
Ep 057/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.766, pair=0.003, adv=3.756, sprd=0.025]
Ep 057/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.728, pair=0.005, adv=3.679, sprd=0.017]
Ep 057/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:07,  1.39it/s, loss=0.728, pair=0.005, adv=3.679, sprd=0.017]
Ep 057/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:07,  1.39it/s, loss=0.793, pair=0.003, adv=4.263, sprd=0.032]
Ep 057/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:59,  1.45it/s, loss=0.793, pair=0.003, adv=4.263, sprd=0.032]
Ep 057/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:59,  1.45it/s, loss=0.742, pair=0.001, adv=3.983, sprd=0.020]
Ep 057/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:04,  1.41it/s, loss=0.742, pair=0.001, adv=3.983, sprd=0.020]
Ep 057/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:04,  1.41it/s, loss=0.748, pair=0.001, adv=4.278, sprd=0.023]
Ep 057/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:56,  1.47it/s, loss=0.748, pair=0.001, adv=4.278, sprd=0.023]
Ep 057/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:56,  1.47it/s, loss=0.745, pair=0.001, adv=3.895, sprd=0.021]
Ep 057/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:03,  1.41it/s, loss=0.745, pair=0.001, adv=3.895, sprd=0.021]
Ep 057/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:03,  1.41it/s, loss=0.791, pair=0.006, adv=4.223, sprd=0.032]
Ep 057/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:56,  1.45it/s, loss=0.791, pair=0.006, adv=4.223, sprd=0.032]
Ep 057/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:56,  1.45it/s, loss=0.761, pair=0.000, adv=4.069, sprd=0.024]
Ep 057/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:09,  1.35it/s, loss=0.761, pair=0.000, adv=4.069, sprd=0.024]
Ep 057/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<03:09,  1.35it/s, loss=0.724, pair=0.000, adv=3.919, sprd=0.017]
Ep 057/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:53,  1.47it/s, loss=0.724, pair=0.000, adv=3.919, sprd=0.017]
Ep 057/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:53,  1.47it/s, loss=0.742, pair=0.000, adv=3.952, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:59,  1.42it/s, loss=0.742, pair=0.000, adv=3.952, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:59,  1.42it/s, loss=0.745, pair=0.000, adv=4.201, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:50,  1.48it/s, loss=0.745, pair=0.000, adv=4.201, sprd=0.021]
Ep 057/60 [S3:+sens]:  24%|▋  | 80/333 [00:56<02:50,  1.48it/s, loss=0.735, pair=0.000, adv=4.266, sprd=0.020]
Ep 057/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.735, pair=0.000, adv=4.266, sprd=0.020]
Ep 057/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:57,  1.42it/s, loss=0.778, pair=0.001, adv=4.120, sprd=0.030]
Ep 057/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:50,  1.47it/s, loss=0.778, pair=0.001, adv=4.120, sprd=0.030]
Ep 057/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:50,  1.47it/s, loss=0.755, pair=0.001, adv=3.755, sprd=0.024]
Ep 057/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:57,  1.41it/s, loss=0.755, pair=0.001, adv=3.755, sprd=0.024]
Ep 057/60 [S3:+sens]:  25%|▋  | 83/333 [00:58<02:57,  1.41it/s, loss=0.741, pair=0.000, adv=4.002, sprd=0.020]
Ep 057/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.48it/s, loss=0.741, pair=0.000, adv=4.002, sprd=0.020]
Ep 057/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:47,  1.48it/s, loss=0.739, pair=0.000, adv=3.737, sprd=0.020]
Ep 057/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:51,  1.44it/s, loss=0.739, pair=0.000, adv=3.737, sprd=0.020]
Ep 057/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:51,  1.44it/s, loss=0.740, pair=0.000, adv=4.132, sprd=0.020]
Ep 057/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.740, pair=0.000, adv=4.132, sprd=0.020]
Ep 057/60 [S3:+sens]:  26%|▊  | 86/333 [01:00<02:43,  1.51it/s, loss=0.741, pair=0.000, adv=4.105, sprd=0.021]
Ep 057/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:47,  1.47it/s, loss=0.741, pair=0.000, adv=4.105, sprd=0.021]
Ep 057/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:47,  1.47it/s, loss=0.750, pair=0.001, adv=3.710, sprd=0.024]
Ep 057/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:40,  1.53it/s, loss=0.750, pair=0.001, adv=3.710, sprd=0.024]
Ep 057/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:40,  1.53it/s, loss=0.744, pair=0.000, adv=4.392, sprd=0.021]
Ep 057/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:47,  1.46it/s, loss=0.744, pair=0.000, adv=4.392, sprd=0.021]
Ep 057/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:47,  1.46it/s, loss=0.742, pair=0.002, adv=3.824, sprd=0.020]
Ep 057/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:39,  1.53it/s, loss=0.742, pair=0.002, adv=3.824, sprd=0.020]
Ep 057/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:39,  1.53it/s, loss=0.762, pair=0.001, adv=3.994, sprd=0.024]
Ep 057/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:48,  1.44it/s, loss=0.762, pair=0.001, adv=3.994, sprd=0.024]
Ep 057/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:48,  1.44it/s, loss=0.727, pair=0.004, adv=3.827, sprd=0.016]
Ep 057/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:37,  1.53it/s, loss=0.727, pair=0.004, adv=3.827, sprd=0.016]
Ep 057/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:37,  1.53it/s, loss=0.735, pair=0.000, adv=4.169, sprd=0.019]
Ep 057/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:42,  1.47it/s, loss=0.735, pair=0.000, adv=4.169, sprd=0.019]
Ep 057/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:42,  1.47it/s, loss=0.745, pair=0.000, adv=3.850, sprd=0.020]
Ep 057/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:36,  1.52it/s, loss=0.745, pair=0.000, adv=3.850, sprd=0.020]
Ep 057/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:36,  1.52it/s, loss=0.754, pair=0.000, adv=4.068, sprd=0.024]
Ep 057/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:45,  1.44it/s, loss=0.754, pair=0.000, adv=4.068, sprd=0.024]
Ep 057/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:45,  1.44it/s, loss=0.752, pair=0.000, adv=3.908, sprd=0.023]
Ep 057/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.51it/s, loss=0.752, pair=0.000, adv=3.908, sprd=0.023]
Ep 057/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:37,  1.51it/s, loss=0.755, pair=0.000, adv=4.211, sprd=0.025]
Ep 057/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:42,  1.45it/s, loss=0.755, pair=0.000, adv=4.211, sprd=0.025]
Ep 057/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:42,  1.45it/s, loss=0.767, pair=0.000, adv=4.098, sprd=0.027]
Ep 057/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:36,  1.50it/s, loss=0.767, pair=0.000, adv=4.098, sprd=0.027]
Ep 057/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:36,  1.50it/s, loss=0.755, pair=0.000, adv=4.181, sprd=0.025]
Ep 057/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.42it/s, loss=0.755, pair=0.000, adv=4.181, sprd=0.025]
Ep 057/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.42it/s, loss=0.751, pair=0.006, adv=3.995, sprd=0.023]
Ep 057/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:37,  1.48it/s, loss=0.751, pair=0.006, adv=3.995, sprd=0.023]
Ep 057/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:37,  1.48it/s, loss=0.744, pair=0.005, adv=4.330, sprd=0.019]
Ep 057/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:46,  1.39it/s, loss=0.744, pair=0.005, adv=4.330, sprd=0.019]
Ep 057/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:46,  1.39it/s, loss=0.759, pair=0.003, adv=4.088, sprd=0.025]
Ep 057/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:37,  1.46it/s, loss=0.759, pair=0.003, adv=4.088, sprd=0.025]
Ep 057/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:37,  1.46it/s, loss=0.751, pair=0.000, adv=3.922, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:43,  1.40it/s, loss=0.751, pair=0.000, adv=3.922, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:43,  1.40it/s, loss=0.746, pair=0.000, adv=4.191, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:34,  1.48it/s, loss=0.746, pair=0.000, adv=4.191, sprd=0.022]
Ep 057/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.738, pair=0.000, adv=4.048, sprd=0.018]
Ep 057/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:42,  1.41it/s, loss=0.738, pair=0.000, adv=4.048, sprd=0.018]
Ep 057/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:42,  1.41it/s, loss=0.736, pair=0.003, adv=3.884, sprd=0.020]
Ep 057/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:33,  1.48it/s, loss=0.736, pair=0.003, adv=3.884, sprd=0.020]
Ep 057/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:33,  1.48it/s, loss=0.753, pair=0.002, adv=4.194, sprd=0.023]
Ep 057/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:38,  1.42it/s, loss=0.753, pair=0.002, adv=4.194, sprd=0.023]
Ep 057/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.42it/s, loss=0.739, pair=0.000, adv=4.146, sprd=0.021]
Ep 057/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:30,  1.49it/s, loss=0.739, pair=0.000, adv=4.146, sprd=0.021]
Ep 057/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:30,  1.49it/s, loss=0.745, pair=0.003, adv=4.234, sprd=0.023]
Ep 057/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:41,  1.39it/s, loss=0.745, pair=0.003, adv=4.234, sprd=0.023]
Ep 057/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:41,  1.39it/s, loss=0.783, pair=0.009, adv=4.260, sprd=0.028]
Ep 057/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:33,  1.45it/s, loss=0.783, pair=0.009, adv=4.260, sprd=0.028]
Ep 057/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:33,  1.45it/s, loss=0.733, pair=0.000, adv=4.259, sprd=0.018]
Ep 057/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:39,  1.40it/s, loss=0.733, pair=0.000, adv=4.259, sprd=0.018]
Ep 057/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:39,  1.40it/s, loss=0.750, pair=0.002, adv=4.142, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:29,  1.47it/s, loss=0.750, pair=0.002, adv=4.142, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:29,  1.47it/s, loss=0.738, pair=0.003, adv=4.276, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:35,  1.41it/s, loss=0.738, pair=0.003, adv=4.276, sprd=0.020]
Ep 057/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.41it/s, loss=0.769, pair=0.003, adv=3.982, sprd=0.026]
Ep 057/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:29,  1.46it/s, loss=0.769, pair=0.003, adv=3.982, sprd=0.026]
Ep 057/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:29,  1.46it/s, loss=0.736, pair=0.001, adv=4.085, sprd=0.019]
Ep 057/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.736, pair=0.001, adv=4.085, sprd=0.019]
Ep 057/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:32,  1.43it/s, loss=0.749, pair=0.007, adv=4.119, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:25,  1.49it/s, loss=0.749, pair=0.007, adv=4.119, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:25,  1.49it/s, loss=0.753, pair=0.014, adv=4.448, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:31,  1.43it/s, loss=0.753, pair=0.014, adv=4.448, sprd=0.023]
Ep 057/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:31,  1.43it/s, loss=0.751, pair=0.006, adv=4.240, sprd=0.022]
Ep 057/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:23,  1.50it/s, loss=0.751, pair=0.006, adv=4.240, sprd=0.022]
Ep 057/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:23,  1.50it/s, loss=0.778, pair=0.007, adv=4.054, sprd=0.029]
Ep 057/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:30,  1.42it/s, loss=0.778, pair=0.007, adv=4.054, sprd=0.029]
Ep 057/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:30,  1.42it/s, loss=0.753, pair=0.006, adv=4.097, sprd=0.024]
Ep 057/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:23,  1.49it/s, loss=0.753, pair=0.006, adv=4.097, sprd=0.024]
Ep 057/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:23,  1.49it/s, loss=0.761, pair=0.005, adv=4.061, sprd=0.023]
Ep 057/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:28,  1.42it/s, loss=0.761, pair=0.005, adv=4.061, sprd=0.023]
Ep 057/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:28,  1.42it/s, loss=0.729, pair=0.002, adv=4.145, sprd=0.018]
Ep 057/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.729, pair=0.002, adv=4.145, sprd=0.018]
Ep 057/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.756, pair=0.013, adv=3.998, sprd=0.022]
Ep 057/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.44it/s, loss=0.756, pair=0.013, adv=3.998, sprd=0.022]
Ep 057/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.44it/s, loss=0.768, pair=0.006, adv=4.343, sprd=0.027]
Ep 057/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:19,  1.50it/s, loss=0.768, pair=0.006, adv=4.343, sprd=0.027]
Ep 057/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:19,  1.50it/s, loss=0.760, pair=0.009, adv=3.845, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.760, pair=0.009, adv=3.845, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:24,  1.44it/s, loss=0.756, pair=0.008, adv=4.409, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.51it/s, loss=0.756, pair=0.008, adv=4.409, sprd=0.023]
Ep 057/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.51it/s, loss=0.748, pair=0.005, adv=4.084, sprd=0.022]
Ep 057/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:20,  1.47it/s, loss=0.748, pair=0.005, adv=4.084, sprd=0.022]
Ep 057/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:20,  1.47it/s, loss=0.756, pair=0.008, adv=3.786, sprd=0.022]
Ep 057/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.756, pair=0.008, adv=3.786, sprd=0.022]
Ep 057/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.726, pair=0.012, adv=4.079, sprd=0.015]
Ep 057/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:23,  1.42it/s, loss=0.726, pair=0.012, adv=4.079, sprd=0.015]
Ep 057/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:23,  1.42it/s, loss=0.748, pair=0.002, adv=4.337, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:16,  1.49it/s, loss=0.748, pair=0.002, adv=4.337, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:16,  1.49it/s, loss=0.746, pair=0.005, adv=4.309, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:24,  1.40it/s, loss=0.746, pair=0.005, adv=4.309, sprd=0.023]
Ep 057/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:24,  1.40it/s, loss=0.726, pair=0.004, adv=3.732, sprd=0.017]
Ep 057/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.49it/s, loss=0.726, pair=0.004, adv=3.732, sprd=0.017]
Ep 057/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.49it/s, loss=0.774, pair=0.001, adv=3.953, sprd=0.030]
Ep 057/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:25,  1.37it/s, loss=0.774, pair=0.001, adv=3.953, sprd=0.030]
Ep 057/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:25,  1.37it/s, loss=0.737, pair=0.004, adv=3.918, sprd=0.019]
Ep 057/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:15,  1.47it/s, loss=0.737, pair=0.004, adv=3.918, sprd=0.019]
Ep 057/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:15,  1.47it/s, loss=0.757, pair=0.006, adv=4.122, sprd=0.025]
Ep 057/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:22,  1.39it/s, loss=0.757, pair=0.006, adv=4.122, sprd=0.025]
Ep 057/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:22,  1.39it/s, loss=0.766, pair=0.000, adv=3.893, sprd=0.028]
Ep 057/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:14,  1.46it/s, loss=0.766, pair=0.000, adv=3.893, sprd=0.028]
Ep 057/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:14,  1.46it/s, loss=0.754, pair=0.006, adv=4.154, sprd=0.022]
Ep 057/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:15,  1.45it/s, loss=0.754, pair=0.006, adv=4.154, sprd=0.022]
Ep 057/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:15,  1.45it/s, loss=0.754, pair=0.001, adv=4.059, sprd=0.023]
Ep 057/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.50it/s, loss=0.754, pair=0.001, adv=4.059, sprd=0.023]
Ep 057/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.50it/s, loss=0.768, pair=0.002, adv=4.344, sprd=0.026]
Ep 057/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.44it/s, loss=0.768, pair=0.002, adv=4.344, sprd=0.026]
Ep 057/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:14,  1.44it/s, loss=0.764, pair=0.000, adv=4.375, sprd=0.027]
Ep 057/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.49it/s, loss=0.764, pair=0.000, adv=4.375, sprd=0.027]
Ep 057/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:09,  1.49it/s, loss=0.726, pair=0.005, adv=4.169, sprd=0.017]
Ep 057/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:11,  1.46it/s, loss=0.726, pair=0.005, adv=4.169, sprd=0.017]
Ep 057/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:11,  1.46it/s, loss=0.761, pair=0.000, adv=3.918, sprd=0.024]
Ep 057/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:06,  1.51it/s, loss=0.761, pair=0.000, adv=3.918, sprd=0.024]
Ep 057/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:06,  1.51it/s, loss=0.767, pair=0.001, adv=4.329, sprd=0.026]
Ep 057/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:13,  1.43it/s, loss=0.767, pair=0.001, adv=4.329, sprd=0.026]
Ep 057/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:13,  1.43it/s, loss=0.738, pair=0.005, adv=4.191, sprd=0.019]
Ep 057/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.738, pair=0.005, adv=4.191, sprd=0.019]
Ep 057/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:04,  1.52it/s, loss=0.738, pair=0.001, adv=4.109, sprd=0.019]
Ep 057/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:08,  1.46it/s, loss=0.738, pair=0.001, adv=4.109, sprd=0.019]
Ep 057/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:08,  1.46it/s, loss=0.748, pair=0.002, adv=3.861, sprd=0.023]
Ep 057/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:02,  1.52it/s, loss=0.748, pair=0.002, adv=3.861, sprd=0.023]
Ep 057/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:02,  1.52it/s, loss=0.764, pair=0.003, adv=3.884, sprd=0.027]
Ep 057/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:08,  1.44it/s, loss=0.764, pair=0.003, adv=3.884, sprd=0.027]
Ep 057/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:08,  1.44it/s, loss=0.733, pair=0.003, adv=3.806, sprd=0.019]
Ep 057/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:01,  1.52it/s, loss=0.733, pair=0.003, adv=3.806, sprd=0.019]
Ep 057/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:01,  1.52it/s, loss=0.735, pair=0.002, adv=4.081, sprd=0.019]
Ep 057/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:08,  1.43it/s, loss=0.735, pair=0.002, adv=4.081, sprd=0.019]
Ep 057/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:08,  1.43it/s, loss=0.734, pair=0.001, adv=4.167, sprd=0.018]
Ep 057/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.734, pair=0.001, adv=4.167, sprd=0.018]
Ep 057/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.754, pair=0.001, adv=4.027, sprd=0.022]
Ep 057/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:10,  1.39it/s, loss=0.754, pair=0.001, adv=4.027, sprd=0.022]
Ep 057/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:10,  1.39it/s, loss=0.764, pair=0.001, adv=4.328, sprd=0.025]
Ep 057/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:03,  1.47it/s, loss=0.764, pair=0.001, adv=4.328, sprd=0.025]
Ep 057/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<02:03,  1.47it/s, loss=0.747, pair=0.000, adv=3.836, sprd=0.022]
Ep 057/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:13,  1.35it/s, loss=0.747, pair=0.000, adv=3.836, sprd=0.022]
Ep 057/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:13,  1.35it/s, loss=0.759, pair=0.000, adv=4.349, sprd=0.026]
Ep 057/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:03,  1.44it/s, loss=0.759, pair=0.000, adv=4.349, sprd=0.026]
Ep 057/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<02:03,  1.44it/s, loss=0.754, pair=0.000, adv=3.931, sprd=0.025]
Ep 057/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:11,  1.35it/s, loss=0.754, pair=0.000, adv=3.931, sprd=0.025]
Ep 057/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:11,  1.35it/s, loss=0.762, pair=0.000, adv=3.565, sprd=0.026]
Ep 057/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<02:04,  1.43it/s, loss=0.762, pair=0.000, adv=3.565, sprd=0.026]
Ep 057/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<02:04,  1.43it/s, loss=0.738, pair=0.000, adv=3.543, sprd=0.020]
Ep 057/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.738, pair=0.000, adv=3.543, sprd=0.020]
Ep 057/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.757, pair=0.000, adv=3.989, sprd=0.026]
Ep 057/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:58,  1.48it/s, loss=0.757, pair=0.000, adv=3.989, sprd=0.026]
Ep 057/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:58,  1.48it/s, loss=0.758, pair=0.002, adv=4.389, sprd=0.025]
Ep 057/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<01:59,  1.46it/s, loss=0.758, pair=0.002, adv=4.389, sprd=0.025]
Ep 057/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<01:59,  1.46it/s, loss=0.735, pair=0.002, adv=3.896, sprd=0.019]
Ep 057/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:52,  1.54it/s, loss=0.735, pair=0.002, adv=3.896, sprd=0.019]
Ep 057/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:52,  1.54it/s, loss=0.733, pair=0.001, adv=3.987, sprd=0.019]
Ep 057/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:55,  1.48it/s, loss=0.733, pair=0.001, adv=3.987, sprd=0.019]
Ep 057/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<01:55,  1.48it/s, loss=0.761, pair=0.001, adv=3.883, sprd=0.025]
Ep 057/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:52,  1.52it/s, loss=0.761, pair=0.001, adv=3.883, sprd=0.025]
Ep 057/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:52,  1.52it/s, loss=0.744, pair=0.001, adv=4.131, sprd=0.023]
Ep 057/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.44it/s, loss=0.744, pair=0.001, adv=4.131, sprd=0.023]
Ep 057/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.44it/s, loss=0.788, pair=0.001, adv=4.219, sprd=0.033]
Ep 057/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:53,  1.49it/s, loss=0.788, pair=0.001, adv=4.219, sprd=0.033]
Ep 057/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:53,  1.49it/s, loss=0.740, pair=0.000, adv=3.924, sprd=0.020]
Ep 057/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:55,  1.45it/s, loss=0.740, pair=0.000, adv=3.924, sprd=0.020]
Ep 057/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:55,  1.45it/s, loss=0.756, pair=0.001, adv=3.838, sprd=0.025]
Ep 057/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.50it/s, loss=0.756, pair=0.001, adv=3.838, sprd=0.025]
Ep 057/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.50it/s, loss=0.761, pair=0.003, adv=4.326, sprd=0.025]
Ep 057/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:54,  1.45it/s, loss=0.761, pair=0.003, adv=4.326, sprd=0.025]
Ep 057/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.45it/s, loss=0.730, pair=0.002, adv=4.050, sprd=0.017]
Ep 057/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:47,  1.53it/s, loss=0.730, pair=0.002, adv=4.050, sprd=0.017]
Ep 057/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:47,  1.53it/s, loss=0.758, pair=0.000, adv=3.732, sprd=0.025]
Ep 057/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.43it/s, loss=0.758, pair=0.000, adv=3.732, sprd=0.025]
Ep 057/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.43it/s, loss=0.759, pair=0.000, adv=4.292, sprd=0.026]
Ep 057/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.50it/s, loss=0.759, pair=0.000, adv=4.292, sprd=0.026]
Ep 057/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.50it/s, loss=0.746, pair=0.000, adv=4.240, sprd=0.020]
Ep 057/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:57,  1.38it/s, loss=0.746, pair=0.000, adv=4.240, sprd=0.020]
Ep 057/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:57,  1.38it/s, loss=0.716, pair=0.003, adv=3.701, sprd=0.015]
Ep 057/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:49,  1.48it/s, loss=0.716, pair=0.003, adv=3.701, sprd=0.015]
Ep 057/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:49,  1.48it/s, loss=0.778, pair=0.001, adv=3.911, sprd=0.029]
Ep 057/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.778, pair=0.001, adv=3.911, sprd=0.029]
Ep 057/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.42it/s, loss=0.733, pair=0.001, adv=3.653, sprd=0.018]
Ep 057/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.49it/s, loss=0.733, pair=0.001, adv=3.653, sprd=0.018]
Ep 057/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.49it/s, loss=0.732, pair=0.001, adv=4.182, sprd=0.018]
Ep 057/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:49,  1.44it/s, loss=0.732, pair=0.001, adv=4.182, sprd=0.018]
Ep 057/60 [S3:+sens]:  53%|█ | 175/333 [02:01<01:49,  1.44it/s, loss=0.747, pair=0.000, adv=4.023, sprd=0.023]
Ep 057/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.747, pair=0.000, adv=4.023, sprd=0.023]
Ep 057/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.50it/s, loss=0.719, pair=0.004, adv=3.598, sprd=0.014]
Ep 057/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:52,  1.39it/s, loss=0.719, pair=0.004, adv=3.598, sprd=0.014]
Ep 057/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.39it/s, loss=0.748, pair=0.000, adv=3.617, sprd=0.021]
Ep 057/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.47it/s, loss=0.748, pair=0.000, adv=3.617, sprd=0.021]
Ep 057/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.47it/s, loss=0.733, pair=0.001, adv=3.992, sprd=0.020]
Ep 057/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.733, pair=0.001, adv=3.992, sprd=0.020]
Ep 057/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:46,  1.44it/s, loss=0.750, pair=0.001, adv=3.908, sprd=0.023]
Ep 057/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.50it/s, loss=0.750, pair=0.001, adv=3.908, sprd=0.023]
Ep 057/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.753, pair=0.002, adv=4.324, sprd=0.023]
Ep 057/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:43,  1.47it/s, loss=0.753, pair=0.002, adv=4.324, sprd=0.023]
Ep 057/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:43,  1.47it/s, loss=0.745, pair=0.001, adv=4.051, sprd=0.021]
Ep 057/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:38,  1.53it/s, loss=0.745, pair=0.001, adv=4.051, sprd=0.021]
Ep 057/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:38,  1.53it/s, loss=0.808, pair=0.001, adv=3.967, sprd=0.020]
Ep 057/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:42,  1.47it/s, loss=0.808, pair=0.001, adv=3.967, sprd=0.020]
Ep 057/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:42,  1.47it/s, loss=0.737, pair=0.000, adv=4.243, sprd=0.019]
Ep 057/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:36,  1.54it/s, loss=0.737, pair=0.000, adv=4.243, sprd=0.019]
Ep 057/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:36,  1.54it/s, loss=0.745, pair=0.000, adv=4.234, sprd=0.022]
Ep 057/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.745, pair=0.000, adv=4.234, sprd=0.022]
Ep 057/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:44,  1.42it/s, loss=0.751, pair=0.001, adv=4.152, sprd=0.023]
Ep 057/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:38,  1.49it/s, loss=0.751, pair=0.001, adv=4.152, sprd=0.023]
Ep 057/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.739, pair=0.001, adv=4.075, sprd=0.020]
Ep 057/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:40,  1.45it/s, loss=0.739, pair=0.001, adv=4.075, sprd=0.020]
Ep 057/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:40,  1.45it/s, loss=0.753, pair=0.000, adv=4.260, sprd=0.023]
Ep 057/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.51it/s, loss=0.753, pair=0.000, adv=4.260, sprd=0.023]
Ep 057/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.51it/s, loss=0.751, pair=0.001, adv=3.759, sprd=0.023]
Ep 057/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:39,  1.45it/s, loss=0.751, pair=0.001, adv=3.759, sprd=0.023]
Ep 057/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.45it/s, loss=0.776, pair=0.000, adv=4.130, sprd=0.029]
Ep 057/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:35,  1.49it/s, loss=0.776, pair=0.000, adv=4.130, sprd=0.029]
Ep 057/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:35,  1.49it/s, loss=0.757, pair=0.000, adv=4.166, sprd=0.026]
Ep 057/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:40,  1.42it/s, loss=0.757, pair=0.000, adv=4.166, sprd=0.026]
Ep 057/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:40,  1.42it/s, loss=0.744, pair=0.000, adv=3.888, sprd=0.021]
Ep 057/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:33,  1.51it/s, loss=0.744, pair=0.000, adv=3.888, sprd=0.021]
Ep 057/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:33,  1.51it/s, loss=0.745, pair=0.001, adv=3.701, sprd=0.023]
Ep 057/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:40,  1.39it/s, loss=0.745, pair=0.001, adv=3.701, sprd=0.023]
Ep 057/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:40,  1.39it/s, loss=0.759, pair=0.000, adv=3.776, sprd=0.024]
Ep 057/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:35,  1.46it/s, loss=0.759, pair=0.000, adv=3.776, sprd=0.024]
Ep 057/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:35,  1.46it/s, loss=0.778, pair=0.000, adv=3.995, sprd=0.030]
Ep 057/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.39it/s, loss=0.778, pair=0.000, adv=3.995, sprd=0.030]
Ep 057/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.39it/s, loss=0.746, pair=0.001, adv=3.871, sprd=0.023]
Ep 057/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.49it/s, loss=0.746, pair=0.001, adv=3.871, sprd=0.023]
Ep 057/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.49it/s, loss=0.753, pair=0.000, adv=4.296, sprd=0.023]
Ep 057/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:34,  1.43it/s, loss=0.753, pair=0.000, adv=4.296, sprd=0.023]
Ep 057/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:34,  1.43it/s, loss=0.762, pair=0.001, adv=4.203, sprd=0.028]
Ep 057/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.50it/s, loss=0.762, pair=0.001, adv=4.203, sprd=0.028]
Ep 057/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:30,  1.50it/s, loss=0.760, pair=0.000, adv=3.786, sprd=0.023]
Ep 057/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:38,  1.36it/s, loss=0.760, pair=0.000, adv=3.786, sprd=0.023]
Ep 057/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:38,  1.36it/s, loss=0.732, pair=0.001, adv=3.551, sprd=0.017]
Ep 057/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:31,  1.46it/s, loss=0.732, pair=0.001, adv=3.551, sprd=0.017]
Ep 057/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:31,  1.46it/s, loss=0.759, pair=0.000, adv=4.172, sprd=0.026]
Ep 057/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.40it/s, loss=0.759, pair=0.000, adv=4.172, sprd=0.026]
Ep 057/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:34,  1.40it/s, loss=0.745, pair=0.001, adv=3.905, sprd=0.023]
Ep 057/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:28,  1.48it/s, loss=0.745, pair=0.001, adv=3.905, sprd=0.023]
Ep 057/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:28,  1.48it/s, loss=0.731, pair=0.000, adv=4.237, sprd=0.018]
Ep 057/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:35,  1.37it/s, loss=0.731, pair=0.000, adv=4.237, sprd=0.018]
Ep 057/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:35,  1.37it/s, loss=0.766, pair=0.000, adv=3.947, sprd=0.027]
Ep 057/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:29,  1.45it/s, loss=0.766, pair=0.000, adv=3.947, sprd=0.027]
Ep 057/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:29,  1.45it/s, loss=0.744, pair=0.001, adv=4.155, sprd=0.020]
Ep 057/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:32,  1.38it/s, loss=0.744, pair=0.001, adv=4.155, sprd=0.020]
Ep 057/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:32,  1.38it/s, loss=0.731, pair=0.005, adv=3.997, sprd=0.017]
Ep 057/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:25,  1.48it/s, loss=0.731, pair=0.005, adv=3.997, sprd=0.017]
Ep 057/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.48it/s, loss=0.783, pair=0.002, adv=3.898, sprd=0.029]
Ep 057/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:32,  1.36it/s, loss=0.783, pair=0.002, adv=3.898, sprd=0.029]
Ep 057/60 [S3:+sens]:  62%|█▏| 207/333 [02:23<01:32,  1.36it/s, loss=0.770, pair=0.000, adv=4.330, sprd=0.025]
Ep 057/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:27,  1.44it/s, loss=0.770, pair=0.000, adv=4.330, sprd=0.025]
Ep 057/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:27,  1.44it/s, loss=0.755, pair=0.001, adv=4.050, sprd=0.023]
Ep 057/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:28,  1.41it/s, loss=0.755, pair=0.001, adv=4.050, sprd=0.023]
Ep 057/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:28,  1.41it/s, loss=0.769, pair=0.000, adv=3.880, sprd=0.025]
Ep 057/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:24,  1.46it/s, loss=0.769, pair=0.000, adv=3.880, sprd=0.025]
Ep 057/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:24,  1.46it/s, loss=0.727, pair=0.002, adv=3.722, sprd=0.018]
Ep 057/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.42it/s, loss=0.727, pair=0.002, adv=3.722, sprd=0.018]
Ep 057/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:26,  1.42it/s, loss=0.737, pair=0.000, adv=4.194, sprd=0.018]
Ep 057/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.737, pair=0.000, adv=4.194, sprd=0.018]
Ep 057/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.720, pair=0.001, adv=3.908, sprd=0.017]
Ep 057/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:22,  1.45it/s, loss=0.720, pair=0.001, adv=3.908, sprd=0.017]
Ep 057/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:22,  1.45it/s, loss=0.741, pair=0.000, adv=3.991, sprd=0.020]
Ep 057/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.50it/s, loss=0.741, pair=0.000, adv=3.991, sprd=0.020]
Ep 057/60 [S3:+sens]:  64%|█▎| 214/333 [02:28<01:19,  1.50it/s, loss=0.745, pair=0.000, adv=4.068, sprd=0.022]
Ep 057/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.745, pair=0.000, adv=4.068, sprd=0.022]
Ep 057/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:21,  1.44it/s, loss=0.737, pair=0.000, adv=4.099, sprd=0.019]
Ep 057/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.50it/s, loss=0.737, pair=0.000, adv=4.099, sprd=0.019]
Ep 057/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:17,  1.50it/s, loss=0.743, pair=0.000, adv=3.896, sprd=0.020]
Ep 057/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:18,  1.47it/s, loss=0.743, pair=0.000, adv=3.896, sprd=0.020]
Ep 057/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:18,  1.47it/s, loss=0.769, pair=0.000, adv=3.939, sprd=0.026]
Ep 057/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.51it/s, loss=0.769, pair=0.000, adv=3.939, sprd=0.026]
Ep 057/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.762, pair=0.000, adv=4.237, sprd=0.027]
Ep 057/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:19,  1.44it/s, loss=0.762, pair=0.000, adv=4.237, sprd=0.027]
Ep 057/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:19,  1.44it/s, loss=0.752, pair=0.000, adv=3.916, sprd=0.022]
Ep 057/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:15,  1.50it/s, loss=0.752, pair=0.000, adv=3.916, sprd=0.022]
Ep 057/60 [S3:+sens]:  66%|█▎| 220/333 [02:32<01:15,  1.50it/s, loss=0.767, pair=0.001, adv=4.130, sprd=0.028]
Ep 057/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.43it/s, loss=0.767, pair=0.001, adv=4.130, sprd=0.028]
Ep 057/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:18,  1.43it/s, loss=0.785, pair=0.000, adv=3.868, sprd=0.031]
Ep 057/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:14,  1.48it/s, loss=0.785, pair=0.000, adv=3.868, sprd=0.031]
Ep 057/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:14,  1.48it/s, loss=0.781, pair=0.000, adv=4.253, sprd=0.032]
Ep 057/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:20,  1.37it/s, loss=0.781, pair=0.000, adv=4.253, sprd=0.032]
Ep 057/60 [S3:+sens]:  67%|█▎| 223/333 [02:34<01:20,  1.37it/s, loss=0.756, pair=0.000, adv=4.028, sprd=0.024]
Ep 057/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:15,  1.44it/s, loss=0.756, pair=0.000, adv=4.028, sprd=0.024]
Ep 057/60 [S3:+sens]:  67%|█▎| 224/333 [02:35<01:15,  1.44it/s, loss=0.754, pair=0.000, adv=3.736, sprd=0.024]
Ep 057/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.38it/s, loss=0.754, pair=0.000, adv=3.736, sprd=0.024]
Ep 057/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:18,  1.38it/s, loss=0.742, pair=0.000, adv=4.133, sprd=0.021]
Ep 057/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.47it/s, loss=0.742, pair=0.000, adv=4.133, sprd=0.021]
Ep 057/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.47it/s, loss=0.755, pair=0.001, adv=4.134, sprd=0.024]
Ep 057/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:14,  1.43it/s, loss=0.755, pair=0.001, adv=4.134, sprd=0.024]
Ep 057/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:14,  1.43it/s, loss=0.770, pair=0.000, adv=4.463, sprd=0.028]
Ep 057/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:10,  1.48it/s, loss=0.770, pair=0.000, adv=4.463, sprd=0.028]
Ep 057/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.48it/s, loss=0.727, pair=0.000, adv=4.004, sprd=0.017]
Ep 057/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:12,  1.44it/s, loss=0.727, pair=0.000, adv=4.004, sprd=0.017]
Ep 057/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:12,  1.44it/s, loss=0.760, pair=0.000, adv=4.318, sprd=0.023]
Ep 057/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.50it/s, loss=0.760, pair=0.000, adv=4.318, sprd=0.023]
Ep 057/60 [S3:+sens]:  69%|█▍| 230/333 [02:39<01:08,  1.50it/s, loss=0.761, pair=0.000, adv=3.850, sprd=0.025]
Ep 057/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.44it/s, loss=0.761, pair=0.000, adv=3.850, sprd=0.025]
Ep 057/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:11,  1.44it/s, loss=0.743, pair=0.000, adv=4.019, sprd=0.021]
Ep 057/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.50it/s, loss=0.743, pair=0.000, adv=4.019, sprd=0.021]
Ep 057/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:07,  1.50it/s, loss=0.740, pair=0.001, adv=4.158, sprd=0.022]
Ep 057/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.740, pair=0.001, adv=4.158, sprd=0.022]
Ep 057/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.734, pair=0.001, adv=3.797, sprd=0.018]
Ep 057/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:03,  1.55it/s, loss=0.734, pair=0.001, adv=3.797, sprd=0.018]
Ep 057/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:03,  1.55it/s, loss=0.730, pair=0.000, adv=3.981, sprd=0.018]
Ep 057/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:05,  1.50it/s, loss=0.730, pair=0.000, adv=3.981, sprd=0.018]
Ep 057/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:05,  1.50it/s, loss=0.755, pair=0.001, adv=4.273, sprd=0.026]
Ep 057/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:02,  1.55it/s, loss=0.755, pair=0.001, adv=4.273, sprd=0.026]
Ep 057/60 [S3:+sens]:  71%|█▍| 236/333 [02:43<01:02,  1.55it/s, loss=0.742, pair=0.003, adv=3.777, sprd=0.020]
Ep 057/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:05,  1.46it/s, loss=0.742, pair=0.003, adv=3.777, sprd=0.020]
Ep 057/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:05,  1.46it/s, loss=0.746, pair=0.000, adv=4.455, sprd=0.024]
Ep 057/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:01,  1.54it/s, loss=0.746, pair=0.000, adv=4.455, sprd=0.024]
Ep 057/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:01,  1.54it/s, loss=0.730, pair=0.002, adv=3.838, sprd=0.017]
Ep 057/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:05,  1.42it/s, loss=0.730, pair=0.002, adv=3.838, sprd=0.017]
Ep 057/60 [S3:+sens]:  72%|█▍| 239/333 [02:45<01:05,  1.42it/s, loss=0.747, pair=0.001, adv=3.630, sprd=0.022]
Ep 057/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.50it/s, loss=0.747, pair=0.001, adv=3.630, sprd=0.022]
Ep 057/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:01,  1.50it/s, loss=0.753, pair=0.002, adv=4.201, sprd=0.024]
Ep 057/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.753, pair=0.002, adv=4.201, sprd=0.024]
Ep 057/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.43it/s, loss=0.755, pair=0.000, adv=3.633, sprd=0.024]
Ep 057/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:00,  1.50it/s, loss=0.755, pair=0.000, adv=3.633, sprd=0.024]
Ep 057/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:00,  1.50it/s, loss=0.729, pair=0.002, adv=3.984, sprd=0.017]
Ep 057/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:01,  1.47it/s, loss=0.729, pair=0.002, adv=3.984, sprd=0.017]
Ep 057/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:01,  1.47it/s, loss=0.759, pair=0.001, adv=4.397, sprd=0.025]
Ep 057/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:58,  1.52it/s, loss=0.759, pair=0.001, adv=4.397, sprd=0.025]
Ep 057/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:58,  1.52it/s, loss=0.773, pair=0.000, adv=4.178, sprd=0.027]
Ep 057/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.44it/s, loss=0.773, pair=0.000, adv=4.178, sprd=0.027]
Ep 057/60 [S3:+sens]:  74%|█▍| 245/333 [02:49<01:01,  1.44it/s, loss=0.765, pair=0.001, adv=3.847, sprd=0.027]
Ep 057/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.48it/s, loss=0.765, pair=0.001, adv=3.847, sprd=0.027]
Ep 057/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.48it/s, loss=0.735, pair=0.001, adv=3.968, sprd=0.019]
Ep 057/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<01:01,  1.41it/s, loss=0.735, pair=0.001, adv=3.968, sprd=0.019]
Ep 057/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<01:01,  1.41it/s, loss=0.759, pair=0.002, adv=4.059, sprd=0.024]
Ep 057/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:57,  1.47it/s, loss=0.759, pair=0.002, adv=4.059, sprd=0.024]
Ep 057/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:57,  1.47it/s, loss=0.748, pair=0.001, adv=3.857, sprd=0.023]
Ep 057/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.42it/s, loss=0.748, pair=0.001, adv=3.857, sprd=0.023]
Ep 057/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:59,  1.42it/s, loss=0.751, pair=0.002, adv=4.254, sprd=0.023]
Ep 057/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.49it/s, loss=0.751, pair=0.002, adv=4.254, sprd=0.023]
Ep 057/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.49it/s, loss=0.751, pair=0.000, adv=4.267, sprd=0.022]
Ep 057/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.751, pair=0.000, adv=4.267, sprd=0.022]
Ep 057/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:56,  1.44it/s, loss=0.741, pair=0.001, adv=3.528, sprd=0.020]
Ep 057/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.50it/s, loss=0.741, pair=0.001, adv=3.528, sprd=0.020]
Ep 057/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.50it/s, loss=0.733, pair=0.002, adv=4.184, sprd=0.018]
Ep 057/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.44it/s, loss=0.733, pair=0.002, adv=4.184, sprd=0.018]
Ep 057/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.44it/s, loss=0.737, pair=0.004, adv=3.563, sprd=0.017]
Ep 057/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:52,  1.52it/s, loss=0.737, pair=0.004, adv=3.563, sprd=0.017]
Ep 057/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:52,  1.52it/s, loss=0.756, pair=0.000, adv=4.071, sprd=0.025]
Ep 057/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.756, pair=0.000, adv=4.071, sprd=0.025]
Ep 057/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:54,  1.43it/s, loss=0.766, pair=0.000, adv=4.083, sprd=0.026]
Ep 057/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.48it/s, loss=0.766, pair=0.000, adv=4.083, sprd=0.026]
Ep 057/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.48it/s, loss=0.732, pair=0.001, adv=4.050, sprd=0.019]
Ep 057/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.42it/s, loss=0.732, pair=0.001, adv=4.050, sprd=0.019]
Ep 057/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:53,  1.42it/s, loss=0.733, pair=0.001, adv=3.862, sprd=0.018]
Ep 057/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.49it/s, loss=0.733, pair=0.001, adv=3.862, sprd=0.018]
Ep 057/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:50,  1.49it/s, loss=0.760, pair=0.000, adv=3.974, sprd=0.025]
Ep 057/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:53,  1.38it/s, loss=0.760, pair=0.000, adv=3.974, sprd=0.025]
Ep 057/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:53,  1.38it/s, loss=0.741, pair=0.001, adv=4.025, sprd=0.019]
Ep 057/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.47it/s, loss=0.741, pair=0.001, adv=4.025, sprd=0.019]
Ep 057/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.47it/s, loss=0.756, pair=0.000, adv=4.176, sprd=0.023]
Ep 057/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.42it/s, loss=0.756, pair=0.000, adv=4.176, sprd=0.023]
Ep 057/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.42it/s, loss=0.750, pair=0.000, adv=4.230, sprd=0.023]
Ep 057/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.49it/s, loss=0.750, pair=0.000, adv=4.230, sprd=0.023]
Ep 057/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:47,  1.49it/s, loss=0.750, pair=0.002, adv=4.049, sprd=0.022]
Ep 057/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.42it/s, loss=0.750, pair=0.002, adv=4.049, sprd=0.022]
Ep 057/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:49,  1.42it/s, loss=0.724, pair=0.000, adv=3.998, sprd=0.016]
Ep 057/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:46,  1.50it/s, loss=0.724, pair=0.000, adv=3.998, sprd=0.016]
Ep 057/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:46,  1.50it/s, loss=0.746, pair=0.002, adv=4.083, sprd=0.021]
Ep 057/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=0.746, pair=0.002, adv=4.083, sprd=0.021]
Ep 057/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=0.729, pair=0.001, adv=4.096, sprd=0.018]
Ep 057/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.50it/s, loss=0.729, pair=0.001, adv=4.096, sprd=0.018]
Ep 057/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.50it/s, loss=0.745, pair=0.000, adv=3.856, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.745, pair=0.000, adv=3.856, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.741, pair=0.000, adv=3.925, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.741, pair=0.000, adv=3.925, sprd=0.022]
Ep 057/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.48it/s, loss=0.757, pair=0.000, adv=3.621, sprd=0.023]
Ep 057/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.43it/s, loss=0.757, pair=0.000, adv=3.621, sprd=0.023]
Ep 057/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.43it/s, loss=0.759, pair=0.000, adv=3.985, sprd=0.025]
Ep 057/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.48it/s, loss=0.759, pair=0.000, adv=3.985, sprd=0.025]
Ep 057/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:42,  1.48it/s, loss=0.786, pair=0.001, adv=3.744, sprd=0.030]
Ep 057/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:44,  1.40it/s, loss=0.786, pair=0.001, adv=3.744, sprd=0.030]
Ep 057/60 [S3:+sens]:  81%|█▋| 271/333 [03:07<00:44,  1.40it/s, loss=0.745, pair=0.001, adv=4.181, sprd=0.022]
Ep 057/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.745, pair=0.001, adv=4.181, sprd=0.022]
Ep 057/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:41,  1.48it/s, loss=0.739, pair=0.000, adv=4.003, sprd=0.022]
Ep 057/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.42it/s, loss=0.739, pair=0.000, adv=4.003, sprd=0.022]
Ep 057/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:42,  1.42it/s, loss=0.738, pair=0.000, adv=3.964, sprd=0.020]
Ep 057/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.49it/s, loss=0.738, pair=0.000, adv=3.964, sprd=0.020]
Ep 057/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:39,  1.49it/s, loss=0.741, pair=0.000, adv=3.900, sprd=0.020]
Ep 057/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.741, pair=0.000, adv=3.900, sprd=0.020]
Ep 057/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.750, pair=0.001, adv=4.160, sprd=0.023]
Ep 057/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.48it/s, loss=0.750, pair=0.001, adv=4.160, sprd=0.023]
Ep 057/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.48it/s, loss=0.737, pair=0.000, adv=3.652, sprd=0.019]
Ep 057/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.45it/s, loss=0.737, pair=0.000, adv=3.652, sprd=0.019]
Ep 057/60 [S3:+sens]:  83%|█▋| 277/333 [03:11<00:38,  1.45it/s, loss=0.746, pair=0.001, adv=4.340, sprd=0.021]
Ep 057/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.51it/s, loss=0.746, pair=0.001, adv=4.340, sprd=0.021]
Ep 057/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.51it/s, loss=0.769, pair=0.000, adv=4.065, sprd=0.027]
Ep 057/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.43it/s, loss=0.769, pair=0.000, adv=4.065, sprd=0.027]
Ep 057/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.43it/s, loss=0.741, pair=0.000, adv=4.287, sprd=0.021]
Ep 057/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.50it/s, loss=0.741, pair=0.000, adv=4.287, sprd=0.021]
Ep 057/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.50it/s, loss=0.826, pair=0.000, adv=3.948, sprd=0.025]
Ep 057/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.826, pair=0.000, adv=3.948, sprd=0.025]
Ep 057/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.43it/s, loss=0.774, pair=0.000, adv=4.399, sprd=0.029]
Ep 057/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.48it/s, loss=0.774, pair=0.000, adv=4.399, sprd=0.029]
Ep 057/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.48it/s, loss=0.820, pair=0.000, adv=4.040, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:34,  1.44it/s, loss=0.820, pair=0.000, adv=4.040, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:34,  1.44it/s, loss=0.754, pair=0.000, adv=3.802, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.754, pair=0.000, adv=3.802, sprd=0.024]
Ep 057/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:32,  1.50it/s, loss=0.757, pair=0.000, adv=3.801, sprd=0.024]
Ep 057/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:32,  1.46it/s, loss=0.757, pair=0.000, adv=3.801, sprd=0.024]
Ep 057/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:32,  1.46it/s, loss=0.748, pair=0.000, adv=3.773, sprd=0.021]
Ep 057/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.51it/s, loss=0.748, pair=0.000, adv=3.773, sprd=0.021]
Ep 057/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.811, pair=0.000, adv=4.215, sprd=0.021]
Ep 057/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.47it/s, loss=0.811, pair=0.000, adv=4.215, sprd=0.021]
Ep 057/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.47it/s, loss=0.738, pair=0.000, adv=3.891, sprd=0.020]
Ep 057/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.55it/s, loss=0.738, pair=0.000, adv=3.891, sprd=0.020]
Ep 057/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.55it/s, loss=0.751, pair=0.000, adv=3.925, sprd=0.022]
Ep 057/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:29,  1.48it/s, loss=0.751, pair=0.000, adv=3.925, sprd=0.022]
Ep 057/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:29,  1.48it/s, loss=0.761, pair=0.000, adv=4.130, sprd=0.026]
Ep 057/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:27,  1.54it/s, loss=0.761, pair=0.000, adv=4.130, sprd=0.026]
Ep 057/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:27,  1.54it/s, loss=0.726, pair=0.000, adv=3.815, sprd=0.017]
Ep 057/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:28,  1.47it/s, loss=0.726, pair=0.000, adv=3.815, sprd=0.017]
Ep 057/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:28,  1.47it/s, loss=0.763, pair=0.000, adv=4.399, sprd=0.026]
Ep 057/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:26,  1.53it/s, loss=0.763, pair=0.000, adv=4.399, sprd=0.026]
Ep 057/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:26,  1.53it/s, loss=0.826, pair=0.000, adv=3.985, sprd=0.026]
Ep 057/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.47it/s, loss=0.826, pair=0.000, adv=3.985, sprd=0.026]
Ep 057/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.47it/s, loss=0.745, pair=0.001, adv=4.188, sprd=0.022]
Ep 057/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.54it/s, loss=0.745, pair=0.001, adv=4.188, sprd=0.022]
Ep 057/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.54it/s, loss=0.762, pair=0.000, adv=3.984, sprd=0.024]
Ep 057/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.44it/s, loss=0.762, pair=0.000, adv=3.984, sprd=0.024]
Ep 057/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:26,  1.44it/s, loss=0.736, pair=0.002, adv=3.398, sprd=0.017]
Ep 057/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.51it/s, loss=0.736, pair=0.002, adv=3.398, sprd=0.017]
Ep 057/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.51it/s, loss=0.743, pair=0.000, adv=3.639, sprd=0.019]
Ep 057/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:25,  1.43it/s, loss=0.743, pair=0.000, adv=3.639, sprd=0.019]
Ep 057/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.743, pair=0.000, adv=4.149, sprd=0.021]
Ep 057/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.49it/s, loss=0.743, pair=0.000, adv=4.149, sprd=0.021]
Ep 057/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.49it/s, loss=0.728, pair=0.000, adv=3.957, sprd=0.017]
Ep 057/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.45it/s, loss=0.728, pair=0.000, adv=3.957, sprd=0.017]
Ep 057/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.45it/s, loss=0.756, pair=0.000, adv=4.148, sprd=0.023]
Ep 057/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.50it/s, loss=0.756, pair=0.000, adv=4.148, sprd=0.023]
Ep 057/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.50it/s, loss=0.723, pair=0.000, adv=3.660, sprd=0.016]
Ep 057/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:23,  1.39it/s, loss=0.723, pair=0.000, adv=3.660, sprd=0.016]
Ep 057/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:23,  1.39it/s, loss=0.769, pair=0.000, adv=3.915, sprd=0.029]
Ep 057/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:21,  1.45it/s, loss=0.769, pair=0.000, adv=3.915, sprd=0.029]
Ep 057/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.45it/s, loss=0.748, pair=0.000, adv=4.264, sprd=0.022]
Ep 057/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:22,  1.36it/s, loss=0.748, pair=0.000, adv=4.264, sprd=0.022]
Ep 057/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:22,  1.36it/s, loss=0.733, pair=0.001, adv=3.905, sprd=0.020]
Ep 057/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.47it/s, loss=0.733, pair=0.001, adv=3.905, sprd=0.020]
Ep 057/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:19,  1.47it/s, loss=0.744, pair=0.000, adv=3.994, sprd=0.019]
Ep 057/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.41it/s, loss=0.744, pair=0.000, adv=3.994, sprd=0.019]
Ep 057/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:19,  1.41it/s, loss=0.728, pair=0.000, adv=3.881, sprd=0.017]
Ep 057/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.728, pair=0.000, adv=3.881, sprd=0.017]
Ep 057/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.49it/s, loss=0.763, pair=0.000, adv=4.382, sprd=0.026]
Ep 057/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.44it/s, loss=0.763, pair=0.000, adv=4.382, sprd=0.026]
Ep 057/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.44it/s, loss=0.777, pair=0.000, adv=4.304, sprd=0.030]
Ep 057/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.49it/s, loss=0.777, pair=0.000, adv=4.304, sprd=0.030]
Ep 057/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.49it/s, loss=0.821, pair=0.000, adv=4.039, sprd=0.025]
Ep 057/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.821, pair=0.000, adv=4.039, sprd=0.025]
Ep 057/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.745, pair=0.000, adv=4.318, sprd=0.021]
Ep 057/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.50it/s, loss=0.745, pair=0.000, adv=4.318, sprd=0.021]
Ep 057/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.50it/s, loss=0.732, pair=0.000, adv=4.148, sprd=0.018]
Ep 057/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.46it/s, loss=0.732, pair=0.000, adv=4.148, sprd=0.018]
Ep 057/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.762, pair=0.000, adv=4.411, sprd=0.027]
Ep 057/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.52it/s, loss=0.762, pair=0.000, adv=4.411, sprd=0.027]
Ep 057/60 [S3:+sens]:  94%|█▊| 312/333 [03:35<00:13,  1.52it/s, loss=0.756, pair=0.000, adv=4.114, sprd=0.025]
Ep 057/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.40it/s, loss=0.756, pair=0.000, adv=4.114, sprd=0.025]
Ep 057/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.40it/s, loss=0.732, pair=0.001, adv=3.733, sprd=0.018]
Ep 057/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.50it/s, loss=0.732, pair=0.001, adv=3.733, sprd=0.018]
Ep 057/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.760, pair=0.000, adv=4.413, sprd=0.026]
Ep 057/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.46it/s, loss=0.760, pair=0.000, adv=4.413, sprd=0.026]
Ep 057/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.46it/s, loss=0.759, pair=0.000, adv=3.836, sprd=0.025]
Ep 057/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.51it/s, loss=0.759, pair=0.000, adv=3.836, sprd=0.025]
Ep 057/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.51it/s, loss=0.772, pair=0.000, adv=3.955, sprd=0.029]
Ep 057/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.45it/s, loss=0.772, pair=0.000, adv=3.955, sprd=0.029]
Ep 057/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.45it/s, loss=0.753, pair=0.004, adv=4.152, sprd=0.025]
Ep 057/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.52it/s, loss=0.753, pair=0.004, adv=4.152, sprd=0.025]
Ep 057/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.52it/s, loss=0.729, pair=0.000, adv=3.913, sprd=0.018]
Ep 057/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.729, pair=0.000, adv=3.913, sprd=0.018]
Ep 057/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.45it/s, loss=0.751, pair=0.000, adv=3.480, sprd=0.022]
Ep 057/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.51it/s, loss=0.751, pair=0.000, adv=3.480, sprd=0.022]
Ep 057/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.51it/s, loss=0.754, pair=0.000, adv=4.244, sprd=0.024]
Ep 057/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.40it/s, loss=0.754, pair=0.000, adv=4.244, sprd=0.024]
Ep 057/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.40it/s, loss=0.759, pair=0.000, adv=4.294, sprd=0.025]
Ep 057/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.49it/s, loss=0.759, pair=0.000, adv=4.294, sprd=0.025]
Ep 057/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.49it/s, loss=0.764, pair=0.000, adv=4.030, sprd=0.025]
Ep 057/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:07,  1.42it/s, loss=0.764, pair=0.000, adv=4.030, sprd=0.025]
Ep 057/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:07,  1.42it/s, loss=0.762, pair=0.000, adv=4.346, sprd=0.026]
Ep 057/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.49it/s, loss=0.762, pair=0.000, adv=4.346, sprd=0.026]
Ep 057/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.49it/s, loss=0.739, pair=0.001, adv=4.174, sprd=0.021]
Ep 057/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.40it/s, loss=0.739, pair=0.001, adv=4.174, sprd=0.021]
Ep 057/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.40it/s, loss=0.733, pair=0.000, adv=3.841, sprd=0.020]
Ep 057/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.48it/s, loss=0.733, pair=0.000, adv=3.841, sprd=0.020]
Ep 057/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.48it/s, loss=0.723, pair=0.000, adv=4.030, sprd=0.017]
Ep 057/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.42it/s, loss=0.723, pair=0.000, adv=4.030, sprd=0.017]
Ep 057/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.42it/s, loss=0.728, pair=0.001, adv=4.096, sprd=0.018]
Ep 057/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.728, pair=0.001, adv=4.096, sprd=0.018]
Ep 057/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.772, pair=0.001, adv=4.071, sprd=0.027]
Ep 057/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.42it/s, loss=0.772, pair=0.001, adv=4.071, sprd=0.027]
Ep 057/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.42it/s, loss=0.742, pair=0.001, adv=3.928, sprd=0.019]
Ep 057/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.50it/s, loss=0.742, pair=0.001, adv=3.928, sprd=0.019]
Ep 057/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:02,  1.50it/s, loss=0.824, pair=0.000, adv=4.437, sprd=0.024]
Ep 057/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.44it/s, loss=0.824, pair=0.000, adv=4.437, sprd=0.024]
Ep 057/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.44it/s, loss=0.773, pair=0.000, adv=4.110, sprd=0.027]
Ep 057/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.48it/s, loss=0.773, pair=0.000, adv=4.110, sprd=0.027]
Ep 057/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.48it/s, loss=0.764, pair=0.002, adv=4.021, sprd=0.024]
Ep 057/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.45it/s, loss=0.764, pair=0.002, adv=4.021, sprd=0.024]
                                                                                                              
Epoch 057/60 [S3:+sens]  loss=0.7515  mat=0.3377  sens=1.0115  pair=0.0013  adv=4.0392(rand=3.37)  deg=0.0036  orth=0.0003  spread=0.0226  q_mean=50.8  q_std=16.7  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=6.04e-06  229s

Ep 058/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 058/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.755, pair=0.000, adv=4.149, sprd=0.023]
Ep 058/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:01,  1.09s/it, loss=0.755, pair=0.000, adv=4.149, sprd=0.023]
Ep 058/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:01,  1.09s/it, loss=0.752, pair=0.000, adv=4.039, sprd=0.023]
Ep 058/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:27,  1.24it/s, loss=0.752, pair=0.000, adv=4.039, sprd=0.023]
Ep 058/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:27,  1.24it/s, loss=0.756, pair=0.000, adv=4.236, sprd=0.024]
Ep 058/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:18,  1.28it/s, loss=0.756, pair=0.000, adv=4.236, sprd=0.024]
Ep 058/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:18,  1.28it/s, loss=0.774, pair=0.000, adv=4.269, sprd=0.029]
Ep 058/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.774, pair=0.000, adv=4.269, sprd=0.029]
Ep 058/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:55,  1.40it/s, loss=0.753, pair=0.001, adv=3.914, sprd=0.025]
Ep 058/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:57,  1.38it/s, loss=0.753, pair=0.001, adv=3.914, sprd=0.025]
Ep 058/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:57,  1.38it/s, loss=0.752, pair=0.000, adv=3.615, sprd=0.023]
Ep 058/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:43,  1.47it/s, loss=0.752, pair=0.000, adv=3.615, sprd=0.023]
Ep 058/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:43,  1.47it/s, loss=0.758, pair=0.000, adv=4.382, sprd=0.025]
Ep 058/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:54,  1.39it/s, loss=0.758, pair=0.000, adv=4.382, sprd=0.025]
Ep 058/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:54,  1.39it/s, loss=0.760, pair=0.000, adv=4.107, sprd=0.024]
Ep 058/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:42,  1.46it/s, loss=0.760, pair=0.000, adv=4.107, sprd=0.024]
Ep 058/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:42,  1.46it/s, loss=0.740, pair=0.000, adv=3.863, sprd=0.022]
Ep 058/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:52,  1.40it/s, loss=0.740, pair=0.000, adv=3.863, sprd=0.022]
Ep 058/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:52,  1.40it/s, loss=0.763, pair=0.000, adv=4.132, sprd=0.025]
Ep 058/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.46it/s, loss=0.763, pair=0.000, adv=4.132, sprd=0.025]
Ep 058/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:40,  1.46it/s, loss=0.750, pair=0.001, adv=4.121, sprd=0.023]
Ep 058/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:53,  1.38it/s, loss=0.750, pair=0.001, adv=4.121, sprd=0.023]
Ep 058/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:53,  1.38it/s, loss=0.782, pair=0.000, adv=4.281, sprd=0.032]
Ep 058/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:41,  1.45it/s, loss=0.782, pair=0.000, adv=4.281, sprd=0.032]
Ep 058/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:41,  1.45it/s, loss=0.773, pair=0.000, adv=4.120, sprd=0.027]
Ep 058/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:51,  1.38it/s, loss=0.773, pair=0.000, adv=4.120, sprd=0.027]
Ep 058/60 [S3:+sens]:   4%|   | 13/333 [00:10<03:51,  1.38it/s, loss=0.749, pair=0.001, adv=4.083, sprd=0.021]
Ep 058/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:36,  1.47it/s, loss=0.749, pair=0.001, adv=4.083, sprd=0.021]
Ep 058/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:36,  1.47it/s, loss=0.747, pair=0.000, adv=3.862, sprd=0.022]
Ep 058/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:45,  1.41it/s, loss=0.747, pair=0.000, adv=3.862, sprd=0.022]
Ep 058/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:45,  1.41it/s, loss=0.757, pair=0.000, adv=4.208, sprd=0.024]
Ep 058/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:33,  1.48it/s, loss=0.757, pair=0.000, adv=4.208, sprd=0.024]
Ep 058/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:33,  1.48it/s, loss=0.737, pair=0.000, adv=4.185, sprd=0.021]
Ep 058/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:41,  1.43it/s, loss=0.737, pair=0.000, adv=4.185, sprd=0.021]
Ep 058/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:41,  1.43it/s, loss=0.747, pair=0.000, adv=4.090, sprd=0.020]
Ep 058/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:30,  1.50it/s, loss=0.747, pair=0.000, adv=4.090, sprd=0.020]
Ep 058/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:30,  1.50it/s, loss=0.735, pair=0.000, adv=4.264, sprd=0.020]
Ep 058/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:40,  1.43it/s, loss=0.735, pair=0.000, adv=4.264, sprd=0.020]
Ep 058/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:40,  1.43it/s, loss=0.774, pair=0.000, adv=3.993, sprd=0.029]
Ep 058/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.774, pair=0.000, adv=3.993, sprd=0.029]
Ep 058/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.782, pair=0.003, adv=3.935, sprd=0.030]
Ep 058/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:41,  1.41it/s, loss=0.782, pair=0.003, adv=3.935, sprd=0.030]
Ep 058/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:41,  1.41it/s, loss=0.746, pair=0.000, adv=4.003, sprd=0.021]
Ep 058/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:30,  1.48it/s, loss=0.746, pair=0.000, adv=4.003, sprd=0.021]
Ep 058/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:30,  1.48it/s, loss=0.746, pair=0.000, adv=4.130, sprd=0.023]
Ep 058/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:33,  1.45it/s, loss=0.746, pair=0.000, adv=4.130, sprd=0.023]
Ep 058/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:33,  1.45it/s, loss=0.750, pair=0.000, adv=4.141, sprd=0.023]
Ep 058/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:24,  1.51it/s, loss=0.750, pair=0.000, adv=4.141, sprd=0.023]
Ep 058/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:24,  1.51it/s, loss=0.777, pair=0.000, adv=3.936, sprd=0.028]
Ep 058/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:36,  1.42it/s, loss=0.777, pair=0.000, adv=3.936, sprd=0.028]
Ep 058/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:36,  1.42it/s, loss=0.748, pair=0.000, adv=4.129, sprd=0.022]
Ep 058/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.748, pair=0.000, adv=4.129, sprd=0.022]
Ep 058/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:23,  1.51it/s, loss=0.833, pair=0.000, adv=4.265, sprd=0.026]
Ep 058/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:31,  1.45it/s, loss=0.833, pair=0.000, adv=4.265, sprd=0.026]
Ep 058/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:31,  1.45it/s, loss=0.760, pair=0.000, adv=4.091, sprd=0.026]
Ep 058/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:23,  1.50it/s, loss=0.760, pair=0.000, adv=4.091, sprd=0.026]
Ep 058/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:23,  1.50it/s, loss=0.728, pair=0.001, adv=3.945, sprd=0.017]
Ep 058/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:28,  1.46it/s, loss=0.728, pair=0.001, adv=3.945, sprd=0.017]
Ep 058/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:28,  1.46it/s, loss=0.761, pair=0.000, adv=4.049, sprd=0.025]
Ep 058/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:20,  1.51it/s, loss=0.761, pair=0.000, adv=4.049, sprd=0.025]
Ep 058/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:20,  1.51it/s, loss=0.764, pair=0.000, adv=4.106, sprd=0.026]
Ep 058/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:27,  1.45it/s, loss=0.764, pair=0.000, adv=4.106, sprd=0.026]
Ep 058/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:27,  1.45it/s, loss=0.745, pair=0.000, adv=3.972, sprd=0.022]
Ep 058/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:16,  1.53it/s, loss=0.745, pair=0.000, adv=3.972, sprd=0.022]
Ep 058/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:16,  1.53it/s, loss=0.834, pair=0.000, adv=3.732, sprd=0.025]
Ep 058/60 [S3:+sens]:  10%|▎  | 33/333 [00:22<03:25,  1.46it/s, loss=0.834, pair=0.000, adv=3.732, sprd=0.025]
Ep 058/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:25,  1.46it/s, loss=0.753, pair=0.000, adv=3.845, sprd=0.023]
Ep 058/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:18,  1.51it/s, loss=0.753, pair=0.000, adv=3.845, sprd=0.023]
Ep 058/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:18,  1.51it/s, loss=0.743, pair=0.000, adv=4.128, sprd=0.021]
Ep 058/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:26,  1.44it/s, loss=0.743, pair=0.000, adv=4.128, sprd=0.021]
Ep 058/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:26,  1.44it/s, loss=0.777, pair=0.000, adv=4.046, sprd=0.030]
Ep 058/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:18,  1.50it/s, loss=0.777, pair=0.000, adv=4.046, sprd=0.030]
Ep 058/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:18,  1.50it/s, loss=0.757, pair=0.000, adv=4.119, sprd=0.025]
Ep 058/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:28,  1.42it/s, loss=0.757, pair=0.000, adv=4.119, sprd=0.025]
Ep 058/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:28,  1.42it/s, loss=0.774, pair=0.001, adv=4.179, sprd=0.029]
Ep 058/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:21,  1.47it/s, loss=0.774, pair=0.001, adv=4.179, sprd=0.029]
Ep 058/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:21,  1.47it/s, loss=0.761, pair=0.000, adv=3.731, sprd=0.027]
Ep 058/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.761, pair=0.000, adv=3.731, sprd=0.027]
Ep 058/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.757, pair=0.000, adv=3.901, sprd=0.023]
Ep 058/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:17,  1.49it/s, loss=0.757, pair=0.000, adv=3.901, sprd=0.023]
Ep 058/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:17,  1.49it/s, loss=0.761, pair=0.001, adv=4.252, sprd=0.026]
Ep 058/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:23,  1.43it/s, loss=0.761, pair=0.001, adv=4.252, sprd=0.026]
Ep 058/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:23,  1.43it/s, loss=0.751, pair=0.001, adv=4.077, sprd=0.022]
Ep 058/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.751, pair=0.001, adv=4.077, sprd=0.022]
Ep 058/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.742, pair=0.000, adv=4.223, sprd=0.021]
Ep 058/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:21,  1.44it/s, loss=0.742, pair=0.000, adv=4.223, sprd=0.021]
Ep 058/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:21,  1.44it/s, loss=0.741, pair=0.000, adv=4.111, sprd=0.020]
Ep 058/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:11,  1.51it/s, loss=0.741, pair=0.000, adv=4.111, sprd=0.020]
Ep 058/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:11,  1.51it/s, loss=0.742, pair=0.000, adv=3.689, sprd=0.022]
Ep 058/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:25,  1.40it/s, loss=0.742, pair=0.000, adv=3.689, sprd=0.022]
Ep 058/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:25,  1.40it/s, loss=0.734, pair=0.000, adv=3.902, sprd=0.019]
Ep 058/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:12,  1.49it/s, loss=0.734, pair=0.000, adv=3.902, sprd=0.019]
Ep 058/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:12,  1.49it/s, loss=0.735, pair=0.001, adv=4.077, sprd=0.020]
Ep 058/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:17,  1.45it/s, loss=0.735, pair=0.001, adv=4.077, sprd=0.020]
Ep 058/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:17,  1.45it/s, loss=0.769, pair=0.000, adv=4.200, sprd=0.027]
Ep 058/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:10,  1.50it/s, loss=0.769, pair=0.000, adv=4.200, sprd=0.027]
Ep 058/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:10,  1.50it/s, loss=0.765, pair=0.000, adv=4.400, sprd=0.026]
Ep 058/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:17,  1.43it/s, loss=0.765, pair=0.000, adv=4.400, sprd=0.026]
Ep 058/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.43it/s, loss=0.763, pair=0.000, adv=4.572, sprd=0.026]
Ep 058/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:09,  1.49it/s, loss=0.763, pair=0.000, adv=4.572, sprd=0.026]
Ep 058/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:09,  1.49it/s, loss=0.730, pair=0.000, adv=4.208, sprd=0.018]
Ep 058/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:14,  1.45it/s, loss=0.730, pair=0.000, adv=4.208, sprd=0.018]
Ep 058/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:14,  1.45it/s, loss=0.751, pair=0.000, adv=4.052, sprd=0.021]
Ep 058/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:05,  1.51it/s, loss=0.751, pair=0.000, adv=4.052, sprd=0.021]
Ep 058/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:05,  1.51it/s, loss=0.761, pair=0.000, adv=4.572, sprd=0.025]
Ep 058/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:12,  1.45it/s, loss=0.761, pair=0.000, adv=4.572, sprd=0.025]
Ep 058/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:12,  1.45it/s, loss=0.738, pair=0.001, adv=4.290, sprd=0.020]
Ep 058/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:04,  1.52it/s, loss=0.738, pair=0.001, adv=4.290, sprd=0.020]
Ep 058/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:04,  1.52it/s, loss=0.756, pair=0.000, adv=4.310, sprd=0.024]
Ep 058/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.756, pair=0.000, adv=4.310, sprd=0.024]
Ep 058/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:11,  1.45it/s, loss=0.738, pair=0.003, adv=4.053, sprd=0.018]
Ep 058/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:00,  1.54it/s, loss=0.738, pair=0.003, adv=4.053, sprd=0.018]
Ep 058/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:00,  1.54it/s, loss=0.747, pair=0.001, adv=3.838, sprd=0.019]
Ep 058/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:10,  1.45it/s, loss=0.747, pair=0.001, adv=3.838, sprd=0.019]
Ep 058/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:10,  1.45it/s, loss=0.749, pair=0.000, adv=4.413, sprd=0.023]
Ep 058/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:02,  1.51it/s, loss=0.749, pair=0.000, adv=4.413, sprd=0.023]
Ep 058/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:02,  1.51it/s, loss=0.745, pair=0.000, adv=3.937, sprd=0.021]
Ep 058/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:16,  1.39it/s, loss=0.745, pair=0.000, adv=3.937, sprd=0.021]
Ep 058/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:16,  1.39it/s, loss=0.761, pair=0.000, adv=4.207, sprd=0.025]
Ep 058/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:05,  1.47it/s, loss=0.761, pair=0.000, adv=4.207, sprd=0.025]
Ep 058/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:05,  1.47it/s, loss=0.735, pair=0.001, adv=4.013, sprd=0.020]
Ep 058/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:16,  1.39it/s, loss=0.735, pair=0.001, adv=4.013, sprd=0.020]
Ep 058/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:16,  1.39it/s, loss=0.747, pair=0.000, adv=3.987, sprd=0.022]
Ep 058/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:04,  1.47it/s, loss=0.747, pair=0.000, adv=3.987, sprd=0.022]
Ep 058/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:04,  1.47it/s, loss=0.768, pair=0.000, adv=4.257, sprd=0.027]
Ep 058/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:13,  1.39it/s, loss=0.768, pair=0.000, adv=4.257, sprd=0.027]
Ep 058/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:13,  1.39it/s, loss=0.747, pair=0.000, adv=4.118, sprd=0.023]
Ep 058/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:02,  1.47it/s, loss=0.747, pair=0.000, adv=4.118, sprd=0.023]
Ep 058/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:02,  1.47it/s, loss=0.733, pair=0.000, adv=3.857, sprd=0.019]
Ep 058/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:08,  1.42it/s, loss=0.733, pair=0.000, adv=3.857, sprd=0.019]
Ep 058/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:08,  1.42it/s, loss=0.751, pair=0.000, adv=3.814, sprd=0.023]
Ep 058/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.49it/s, loss=0.751, pair=0.000, adv=3.814, sprd=0.023]
Ep 058/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.49it/s, loss=0.754, pair=0.001, adv=4.305, sprd=0.023]
Ep 058/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:10,  1.40it/s, loss=0.754, pair=0.001, adv=4.305, sprd=0.023]
Ep 058/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:10,  1.40it/s, loss=0.751, pair=0.000, adv=4.125, sprd=0.024]
Ep 058/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<03:00,  1.47it/s, loss=0.751, pair=0.000, adv=4.125, sprd=0.024]
Ep 058/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<03:00,  1.47it/s, loss=0.750, pair=0.001, adv=4.006, sprd=0.021]
Ep 058/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:09,  1.39it/s, loss=0.750, pair=0.001, adv=4.006, sprd=0.021]
Ep 058/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:09,  1.39it/s, loss=0.724, pair=0.000, adv=3.596, sprd=0.016]
Ep 058/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.724, pair=0.000, adv=3.596, sprd=0.016]
Ep 058/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<02:56,  1.49it/s, loss=0.737, pair=0.000, adv=4.285, sprd=0.019]
Ep 058/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.737, pair=0.000, adv=4.285, sprd=0.019]
Ep 058/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:04,  1.42it/s, loss=0.767, pair=0.000, adv=4.049, sprd=0.026]
Ep 058/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:56,  1.48it/s, loss=0.767, pair=0.000, adv=4.049, sprd=0.026]
Ep 058/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:56,  1.48it/s, loss=0.743, pair=0.000, adv=3.972, sprd=0.020]
Ep 058/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:02,  1.43it/s, loss=0.743, pair=0.000, adv=3.972, sprd=0.020]
Ep 058/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<03:02,  1.43it/s, loss=0.792, pair=0.001, adv=4.095, sprd=0.034]
Ep 058/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:55,  1.48it/s, loss=0.792, pair=0.001, adv=4.095, sprd=0.034]
Ep 058/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:55,  1.48it/s, loss=0.747, pair=0.000, adv=4.111, sprd=0.022]
Ep 058/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<03:01,  1.42it/s, loss=0.747, pair=0.000, adv=4.111, sprd=0.022]
Ep 058/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<03:01,  1.42it/s, loss=0.753, pair=0.000, adv=4.315, sprd=0.023]
Ep 058/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:51,  1.50it/s, loss=0.753, pair=0.000, adv=4.315, sprd=0.023]
Ep 058/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:51,  1.50it/s, loss=0.828, pair=0.000, adv=4.072, sprd=0.025]
Ep 058/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:57,  1.44it/s, loss=0.828, pair=0.000, adv=4.072, sprd=0.025]
Ep 058/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:57,  1.44it/s, loss=0.749, pair=0.000, adv=3.944, sprd=0.023]
Ep 058/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:48,  1.51it/s, loss=0.749, pair=0.000, adv=3.944, sprd=0.023]
Ep 058/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:48,  1.51it/s, loss=0.731, pair=0.001, adv=3.721, sprd=0.017]
Ep 058/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:54,  1.46it/s, loss=0.731, pair=0.001, adv=3.721, sprd=0.017]
Ep 058/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:54,  1.46it/s, loss=0.739, pair=0.000, adv=3.955, sprd=0.019]
Ep 058/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:44,  1.54it/s, loss=0.739, pair=0.000, adv=3.955, sprd=0.019]
Ep 058/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:44,  1.54it/s, loss=0.739, pair=0.000, adv=3.891, sprd=0.020]
Ep 058/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:56,  1.43it/s, loss=0.739, pair=0.000, adv=3.891, sprd=0.020]
Ep 058/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:56,  1.43it/s, loss=0.748, pair=0.000, adv=4.096, sprd=0.023]
Ep 058/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:48,  1.49it/s, loss=0.748, pair=0.000, adv=4.096, sprd=0.023]
Ep 058/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:48,  1.49it/s, loss=0.826, pair=0.001, adv=3.981, sprd=0.025]
Ep 058/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.42it/s, loss=0.826, pair=0.001, adv=3.981, sprd=0.025]
Ep 058/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:55,  1.42it/s, loss=0.767, pair=0.000, adv=4.229, sprd=0.028]
Ep 058/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:48,  1.48it/s, loss=0.767, pair=0.000, adv=4.229, sprd=0.028]
Ep 058/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:48,  1.48it/s, loss=0.728, pair=0.001, adv=4.240, sprd=0.018]
Ep 058/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:53,  1.43it/s, loss=0.728, pair=0.001, adv=4.240, sprd=0.018]
Ep 058/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:53,  1.43it/s, loss=0.763, pair=0.001, adv=3.876, sprd=0.025]
Ep 058/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.48it/s, loss=0.763, pair=0.001, adv=3.876, sprd=0.025]
Ep 058/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:46,  1.48it/s, loss=0.739, pair=0.001, adv=3.901, sprd=0.020]
Ep 058/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:48,  1.46it/s, loss=0.739, pair=0.001, adv=3.901, sprd=0.020]
Ep 058/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:48,  1.46it/s, loss=0.762, pair=0.001, adv=4.499, sprd=0.027]
Ep 058/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:41,  1.51it/s, loss=0.762, pair=0.001, adv=4.499, sprd=0.027]
Ep 058/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:41,  1.51it/s, loss=0.754, pair=0.001, adv=3.904, sprd=0.024]
Ep 058/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.754, pair=0.001, adv=3.904, sprd=0.024]
Ep 058/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.774, pair=0.000, adv=3.913, sprd=0.028]
Ep 058/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:42,  1.49it/s, loss=0.774, pair=0.000, adv=3.913, sprd=0.028]
Ep 058/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:42,  1.49it/s, loss=0.757, pair=0.001, adv=3.911, sprd=0.023]
Ep 058/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:56,  1.37it/s, loss=0.757, pair=0.001, adv=3.911, sprd=0.023]
Ep 058/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:56,  1.37it/s, loss=0.744, pair=0.000, adv=4.117, sprd=0.020]
Ep 058/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:45,  1.46it/s, loss=0.744, pair=0.000, adv=4.117, sprd=0.020]
Ep 058/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:45,  1.46it/s, loss=0.780, pair=0.000, adv=4.099, sprd=0.029]
Ep 058/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:53,  1.38it/s, loss=0.780, pair=0.000, adv=4.099, sprd=0.029]
Ep 058/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:53,  1.38it/s, loss=0.752, pair=0.000, adv=4.156, sprd=0.023]
Ep 058/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:43,  1.46it/s, loss=0.752, pair=0.000, adv=4.156, sprd=0.023]
Ep 058/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:43,  1.46it/s, loss=0.771, pair=0.000, adv=4.258, sprd=0.029]
Ep 058/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:50,  1.40it/s, loss=0.771, pair=0.000, adv=4.258, sprd=0.029]
Ep 058/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:50,  1.40it/s, loss=0.746, pair=0.000, adv=4.007, sprd=0.021]
Ep 058/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.47it/s, loss=0.746, pair=0.000, adv=4.007, sprd=0.021]
Ep 058/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:41,  1.47it/s, loss=0.756, pair=0.001, adv=4.141, sprd=0.023]
Ep 058/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:46,  1.41it/s, loss=0.756, pair=0.001, adv=4.141, sprd=0.023]
Ep 058/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:46,  1.41it/s, loss=0.755, pair=0.000, adv=4.003, sprd=0.024]
Ep 058/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:39,  1.48it/s, loss=0.755, pair=0.000, adv=4.003, sprd=0.024]
Ep 058/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:39,  1.48it/s, loss=0.751, pair=0.001, adv=3.816, sprd=0.021]
Ep 058/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.42it/s, loss=0.751, pair=0.001, adv=3.816, sprd=0.021]
Ep 058/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:45,  1.42it/s, loss=0.742, pair=0.002, adv=3.972, sprd=0.020]
Ep 058/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:36,  1.49it/s, loss=0.742, pair=0.002, adv=3.972, sprd=0.020]
Ep 058/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:36,  1.49it/s, loss=0.756, pair=0.000, adv=4.030, sprd=0.025]
Ep 058/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:42,  1.43it/s, loss=0.756, pair=0.000, adv=4.030, sprd=0.025]
Ep 058/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:42,  1.43it/s, loss=0.758, pair=0.000, adv=4.169, sprd=0.024]
Ep 058/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.50it/s, loss=0.758, pair=0.000, adv=4.169, sprd=0.024]
Ep 058/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:34,  1.50it/s, loss=0.759, pair=0.000, adv=4.118, sprd=0.022]
Ep 058/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.43it/s, loss=0.759, pair=0.000, adv=4.118, sprd=0.022]
Ep 058/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:40,  1.43it/s, loss=0.761, pair=0.000, adv=4.008, sprd=0.025]
Ep 058/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:34,  1.48it/s, loss=0.761, pair=0.000, adv=4.008, sprd=0.025]
Ep 058/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:34,  1.48it/s, loss=0.752, pair=0.000, adv=4.025, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:45,  1.38it/s, loss=0.752, pair=0.000, adv=4.025, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 105/333 [01:13<02:45,  1.38it/s, loss=0.750, pair=0.000, adv=4.174, sprd=0.023]
Ep 058/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:35,  1.46it/s, loss=0.750, pair=0.000, adv=4.174, sprd=0.023]
Ep 058/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:35,  1.46it/s, loss=0.757, pair=0.000, adv=3.719, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:45,  1.36it/s, loss=0.757, pair=0.000, adv=3.719, sprd=0.024]
Ep 058/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:45,  1.36it/s, loss=0.736, pair=0.001, adv=3.761, sprd=0.018]
Ep 058/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:33,  1.47it/s, loss=0.736, pair=0.001, adv=3.761, sprd=0.018]
Ep 058/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:33,  1.47it/s, loss=0.760, pair=0.000, adv=4.224, sprd=0.026]
Ep 058/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:37,  1.42it/s, loss=0.760, pair=0.000, adv=4.224, sprd=0.026]
Ep 058/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:37,  1.42it/s, loss=0.747, pair=0.000, adv=4.135, sprd=0.022]
Ep 058/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:30,  1.49it/s, loss=0.747, pair=0.000, adv=4.135, sprd=0.022]
Ep 058/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:30,  1.49it/s, loss=0.759, pair=0.000, adv=4.270, sprd=0.025]
Ep 058/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:41,  1.38it/s, loss=0.759, pair=0.000, adv=4.270, sprd=0.025]
Ep 058/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:41,  1.38it/s, loss=0.742, pair=0.002, adv=4.342, sprd=0.021]
Ep 058/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:29,  1.48it/s, loss=0.742, pair=0.002, adv=4.342, sprd=0.021]
Ep 058/60 [S3:+sens]:  34%|▋ | 112/333 [01:18<02:29,  1.48it/s, loss=0.768, pair=0.000, adv=4.209, sprd=0.028]
Ep 058/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.42it/s, loss=0.768, pair=0.000, adv=4.209, sprd=0.028]
Ep 058/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:35,  1.42it/s, loss=0.757, pair=0.000, adv=3.923, sprd=0.024]
Ep 058/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:27,  1.48it/s, loss=0.757, pair=0.000, adv=3.923, sprd=0.024]
Ep 058/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:27,  1.48it/s, loss=0.759, pair=0.000, adv=4.297, sprd=0.026]
Ep 058/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:31,  1.44it/s, loss=0.759, pair=0.000, adv=4.297, sprd=0.026]
Ep 058/60 [S3:+sens]:  35%|▋ | 115/333 [01:20<02:31,  1.44it/s, loss=0.735, pair=0.000, adv=3.846, sprd=0.018]
Ep 058/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:22,  1.52it/s, loss=0.735, pair=0.000, adv=3.846, sprd=0.018]
Ep 058/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:22,  1.52it/s, loss=0.726, pair=0.001, adv=4.013, sprd=0.017]
Ep 058/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:26,  1.48it/s, loss=0.726, pair=0.001, adv=4.013, sprd=0.017]
Ep 058/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:26,  1.48it/s, loss=0.742, pair=0.000, adv=4.290, sprd=0.021]
Ep 058/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:18,  1.55it/s, loss=0.742, pair=0.000, adv=4.290, sprd=0.021]
Ep 058/60 [S3:+sens]:  35%|▋ | 118/333 [01:22<02:18,  1.55it/s, loss=0.744, pair=0.000, adv=4.051, sprd=0.022]
Ep 058/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:23,  1.49it/s, loss=0.744, pair=0.000, adv=4.051, sprd=0.022]
Ep 058/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:23,  1.49it/s, loss=0.744, pair=0.000, adv=3.586, sprd=0.021]
Ep 058/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:17,  1.55it/s, loss=0.744, pair=0.000, adv=3.586, sprd=0.021]
Ep 058/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:17,  1.55it/s, loss=0.750, pair=0.000, adv=3.803, sprd=0.022]
Ep 058/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:25,  1.46it/s, loss=0.750, pair=0.000, adv=3.803, sprd=0.022]
Ep 058/60 [S3:+sens]:  36%|▋ | 121/333 [01:24<02:25,  1.46it/s, loss=0.783, pair=0.000, adv=3.719, sprd=0.031]
Ep 058/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.783, pair=0.000, adv=3.719, sprd=0.031]
Ep 058/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.765, pair=0.000, adv=4.104, sprd=0.024]
Ep 058/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:27,  1.43it/s, loss=0.765, pair=0.000, adv=4.104, sprd=0.024]
Ep 058/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:27,  1.43it/s, loss=0.729, pair=0.001, adv=3.990, sprd=0.019]
Ep 058/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.729, pair=0.001, adv=3.990, sprd=0.019]
Ep 058/60 [S3:+sens]:  37%|▋ | 124/333 [01:26<02:17,  1.52it/s, loss=0.815, pair=0.000, adv=4.055, sprd=0.023]
Ep 058/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:23,  1.45it/s, loss=0.815, pair=0.000, adv=4.055, sprd=0.023]
Ep 058/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:23,  1.45it/s, loss=0.766, pair=0.000, adv=4.212, sprd=0.027]
Ep 058/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:18,  1.49it/s, loss=0.766, pair=0.000, adv=4.212, sprd=0.027]
Ep 058/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:18,  1.49it/s, loss=0.754, pair=0.000, adv=3.810, sprd=0.023]
Ep 058/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:28,  1.39it/s, loss=0.754, pair=0.000, adv=3.810, sprd=0.023]
Ep 058/60 [S3:+sens]:  38%|▊ | 127/333 [01:28<02:28,  1.39it/s, loss=0.764, pair=0.000, adv=3.962, sprd=0.026]
Ep 058/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:20,  1.46it/s, loss=0.764, pair=0.000, adv=3.962, sprd=0.026]
Ep 058/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:20,  1.46it/s, loss=0.772, pair=0.001, adv=3.833, sprd=0.028]
Ep 058/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:25,  1.40it/s, loss=0.772, pair=0.001, adv=3.833, sprd=0.028]
Ep 058/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:25,  1.40it/s, loss=0.781, pair=0.000, adv=3.947, sprd=0.030]
Ep 058/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:18,  1.46it/s, loss=0.781, pair=0.000, adv=3.947, sprd=0.030]
Ep 058/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:18,  1.46it/s, loss=0.739, pair=0.000, adv=4.026, sprd=0.021]
Ep 058/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:25,  1.39it/s, loss=0.739, pair=0.000, adv=4.026, sprd=0.021]
Ep 058/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:25,  1.39it/s, loss=0.752, pair=0.000, adv=4.377, sprd=0.023]
Ep 058/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:17,  1.46it/s, loss=0.752, pair=0.000, adv=4.377, sprd=0.023]
Ep 058/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:17,  1.46it/s, loss=0.820, pair=0.000, adv=4.203, sprd=0.024]
Ep 058/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:20,  1.43it/s, loss=0.820, pair=0.000, adv=4.203, sprd=0.024]
Ep 058/60 [S3:+sens]:  40%|▊ | 133/333 [01:32<02:20,  1.43it/s, loss=0.750, pair=0.000, adv=4.308, sprd=0.022]
Ep 058/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:13,  1.49it/s, loss=0.750, pair=0.000, adv=4.308, sprd=0.022]
Ep 058/60 [S3:+sens]:  40%|▊ | 134/333 [01:33<02:13,  1.49it/s, loss=0.755, pair=0.000, adv=4.199, sprd=0.025]
Ep 058/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.755, pair=0.000, adv=4.199, sprd=0.025]
Ep 058/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:18,  1.43it/s, loss=0.767, pair=0.000, adv=4.171, sprd=0.026]
Ep 058/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:12,  1.49it/s, loss=0.767, pair=0.000, adv=4.171, sprd=0.026]
Ep 058/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:12,  1.49it/s, loss=0.754, pair=0.000, adv=3.816, sprd=0.025]
Ep 058/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:18,  1.42it/s, loss=0.754, pair=0.000, adv=3.816, sprd=0.025]
Ep 058/60 [S3:+sens]:  41%|▊ | 137/333 [01:35<02:18,  1.42it/s, loss=0.733, pair=0.000, adv=3.985, sprd=0.019]
Ep 058/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.51it/s, loss=0.733, pair=0.000, adv=3.985, sprd=0.019]
Ep 058/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.51it/s, loss=0.763, pair=0.000, adv=4.360, sprd=0.027]
Ep 058/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:19,  1.39it/s, loss=0.763, pair=0.000, adv=4.360, sprd=0.027]
Ep 058/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:19,  1.39it/s, loss=0.739, pair=0.000, adv=3.986, sprd=0.020]
Ep 058/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:10,  1.47it/s, loss=0.739, pair=0.000, adv=3.986, sprd=0.020]
Ep 058/60 [S3:+sens]:  42%|▊ | 140/333 [01:37<02:10,  1.47it/s, loss=0.741, pair=0.000, adv=3.874, sprd=0.021]
Ep 058/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:17,  1.39it/s, loss=0.741, pair=0.000, adv=3.874, sprd=0.021]
Ep 058/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:17,  1.39it/s, loss=0.768, pair=0.001, adv=4.364, sprd=0.026]
Ep 058/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:11,  1.46it/s, loss=0.768, pair=0.001, adv=4.364, sprd=0.026]
Ep 058/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:11,  1.46it/s, loss=0.742, pair=0.000, adv=4.103, sprd=0.021]
Ep 058/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:21,  1.35it/s, loss=0.742, pair=0.000, adv=4.103, sprd=0.021]
Ep 058/60 [S3:+sens]:  43%|▊ | 143/333 [01:39<02:21,  1.35it/s, loss=0.745, pair=0.002, adv=4.032, sprd=0.022]
Ep 058/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:10,  1.45it/s, loss=0.745, pair=0.002, adv=4.032, sprd=0.022]
Ep 058/60 [S3:+sens]:  43%|▊ | 144/333 [01:40<02:10,  1.45it/s, loss=0.746, pair=0.001, adv=4.198, sprd=0.020]
Ep 058/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.43it/s, loss=0.746, pair=0.001, adv=4.198, sprd=0.020]
Ep 058/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:11,  1.43it/s, loss=0.753, pair=0.000, adv=4.280, sprd=0.023]
Ep 058/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:06,  1.48it/s, loss=0.753, pair=0.000, adv=4.280, sprd=0.023]
Ep 058/60 [S3:+sens]:  44%|▉ | 146/333 [01:41<02:06,  1.48it/s, loss=0.737, pair=0.002, adv=4.390, sprd=0.020]
Ep 058/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:07,  1.46it/s, loss=0.737, pair=0.002, adv=4.390, sprd=0.020]
Ep 058/60 [S3:+sens]:  44%|▉ | 147/333 [01:42<02:07,  1.46it/s, loss=0.761, pair=0.000, adv=4.199, sprd=0.026]
Ep 058/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.51it/s, loss=0.761, pair=0.000, adv=4.199, sprd=0.026]
Ep 058/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:02,  1.51it/s, loss=0.764, pair=0.000, adv=4.119, sprd=0.027]
Ep 058/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:09,  1.42it/s, loss=0.764, pair=0.000, adv=4.119, sprd=0.027]
Ep 058/60 [S3:+sens]:  45%|▉ | 149/333 [01:43<02:09,  1.42it/s, loss=0.729, pair=0.007, adv=4.105, sprd=0.017]
Ep 058/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:00,  1.52it/s, loss=0.729, pair=0.007, adv=4.105, sprd=0.017]
Ep 058/60 [S3:+sens]:  45%|▉ | 150/333 [01:44<02:00,  1.52it/s, loss=0.816, pair=0.000, adv=3.961, sprd=0.023]
Ep 058/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:03,  1.48it/s, loss=0.816, pair=0.000, adv=3.961, sprd=0.023]
Ep 058/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:03,  1.48it/s, loss=0.757, pair=0.002, adv=4.091, sprd=0.023]
Ep 058/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<01:57,  1.54it/s, loss=0.757, pair=0.002, adv=4.091, sprd=0.023]
Ep 058/60 [S3:+sens]:  46%|▉ | 152/333 [01:45<01:57,  1.54it/s, loss=0.731, pair=0.001, adv=3.604, sprd=0.018]
Ep 058/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:06,  1.42it/s, loss=0.731, pair=0.001, adv=3.604, sprd=0.018]
Ep 058/60 [S3:+sens]:  46%|▉ | 153/333 [01:46<02:06,  1.42it/s, loss=0.751, pair=0.001, adv=4.287, sprd=0.023]
Ep 058/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.751, pair=0.001, adv=4.287, sprd=0.023]
Ep 058/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:59,  1.50it/s, loss=0.743, pair=0.001, adv=4.253, sprd=0.022]
Ep 058/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:02,  1.45it/s, loss=0.743, pair=0.001, adv=4.253, sprd=0.022]
Ep 058/60 [S3:+sens]:  47%|▉ | 155/333 [01:47<02:02,  1.45it/s, loss=0.753, pair=0.001, adv=4.171, sprd=0.023]
Ep 058/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:56,  1.52it/s, loss=0.753, pair=0.001, adv=4.171, sprd=0.023]
Ep 058/60 [S3:+sens]:  47%|▉ | 156/333 [01:48<01:56,  1.52it/s, loss=0.759, pair=0.002, adv=4.227, sprd=0.024]
Ep 058/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.45it/s, loss=0.759, pair=0.002, adv=4.227, sprd=0.024]
Ep 058/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:01,  1.45it/s, loss=0.765, pair=0.000, adv=3.916, sprd=0.025]
Ep 058/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:57,  1.49it/s, loss=0.765, pair=0.000, adv=3.916, sprd=0.025]
Ep 058/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:57,  1.49it/s, loss=0.732, pair=0.004, adv=3.559, sprd=0.018]
Ep 058/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<01:59,  1.45it/s, loss=0.732, pair=0.004, adv=3.559, sprd=0.018]
Ep 058/60 [S3:+sens]:  48%|▉ | 159/333 [01:50<01:59,  1.45it/s, loss=0.774, pair=0.001, adv=4.055, sprd=0.028]
Ep 058/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.774, pair=0.001, adv=4.055, sprd=0.028]
Ep 058/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.746, pair=0.002, adv=4.266, sprd=0.023]
Ep 058/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.43it/s, loss=0.746, pair=0.002, adv=4.266, sprd=0.023]
Ep 058/60 [S3:+sens]:  48%|▉ | 161/333 [01:51<02:00,  1.43it/s, loss=0.759, pair=0.001, adv=3.892, sprd=0.025]
Ep 058/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:54,  1.49it/s, loss=0.759, pair=0.001, adv=3.892, sprd=0.025]
Ep 058/60 [S3:+sens]:  49%|▉ | 162/333 [01:52<01:54,  1.49it/s, loss=0.806, pair=0.001, adv=3.719, sprd=0.019]
Ep 058/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:55,  1.47it/s, loss=0.806, pair=0.001, adv=3.719, sprd=0.019]
Ep 058/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:55,  1.47it/s, loss=0.732, pair=0.007, adv=3.893, sprd=0.019]
Ep 058/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:50,  1.53it/s, loss=0.732, pair=0.007, adv=3.893, sprd=0.019]
Ep 058/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:50,  1.53it/s, loss=0.767, pair=0.001, adv=4.186, sprd=0.026]
Ep 058/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:56,  1.44it/s, loss=0.767, pair=0.001, adv=4.186, sprd=0.026]
Ep 058/60 [S3:+sens]:  50%|▉ | 165/333 [01:54<01:56,  1.44it/s, loss=0.752, pair=0.002, adv=3.851, sprd=0.022]
Ep 058/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.50it/s, loss=0.752, pair=0.002, adv=3.851, sprd=0.022]
Ep 058/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:51,  1.50it/s, loss=0.742, pair=0.006, adv=4.309, sprd=0.021]
Ep 058/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:54,  1.44it/s, loss=0.742, pair=0.006, adv=4.309, sprd=0.021]
Ep 058/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:54,  1.44it/s, loss=0.731, pair=0.007, adv=3.961, sprd=0.017]
Ep 058/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:47,  1.53it/s, loss=0.731, pair=0.007, adv=3.961, sprd=0.017]
Ep 058/60 [S3:+sens]:  50%|█ | 168/333 [01:56<01:47,  1.53it/s, loss=0.771, pair=0.000, adv=4.332, sprd=0.030]
Ep 058/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.771, pair=0.000, adv=4.332, sprd=0.030]
Ep 058/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:53,  1.44it/s, loss=0.748, pair=0.002, adv=3.841, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:48,  1.51it/s, loss=0.748, pair=0.002, adv=3.841, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:48,  1.51it/s, loss=0.814, pair=0.001, adv=4.143, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:51,  1.45it/s, loss=0.814, pair=0.001, adv=4.143, sprd=0.022]
Ep 058/60 [S3:+sens]:  51%|█ | 171/333 [01:58<01:51,  1.45it/s, loss=0.738, pair=0.004, adv=4.108, sprd=0.020]
Ep 058/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:44,  1.55it/s, loss=0.738, pair=0.004, adv=4.108, sprd=0.020]
Ep 058/60 [S3:+sens]:  52%|█ | 172/333 [01:59<01:44,  1.55it/s, loss=0.749, pair=0.001, adv=4.005, sprd=0.023]
Ep 058/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.43it/s, loss=0.749, pair=0.001, adv=4.005, sprd=0.023]
Ep 058/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.43it/s, loss=0.746, pair=0.001, adv=4.113, sprd=0.022]
Ep 058/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:46,  1.50it/s, loss=0.746, pair=0.001, adv=4.113, sprd=0.022]
Ep 058/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:46,  1.50it/s, loss=0.731, pair=0.001, adv=4.041, sprd=0.018]
Ep 058/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:48,  1.45it/s, loss=0.731, pair=0.001, adv=4.041, sprd=0.018]
Ep 058/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:48,  1.45it/s, loss=0.750, pair=0.000, adv=3.908, sprd=0.023]
Ep 058/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:44,  1.51it/s, loss=0.750, pair=0.000, adv=3.908, sprd=0.023]
Ep 058/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:44,  1.51it/s, loss=0.744, pair=0.003, adv=3.782, sprd=0.020]
Ep 058/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:52,  1.39it/s, loss=0.744, pair=0.003, adv=3.782, sprd=0.020]
Ep 058/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:52,  1.39it/s, loss=0.753, pair=0.001, adv=4.004, sprd=0.024]
Ep 058/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:45,  1.46it/s, loss=0.753, pair=0.001, adv=4.004, sprd=0.024]
Ep 058/60 [S3:+sens]:  53%|█ | 178/333 [02:03<01:45,  1.46it/s, loss=0.771, pair=0.001, adv=4.151, sprd=0.028]
Ep 058/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:48,  1.42it/s, loss=0.771, pair=0.001, adv=4.151, sprd=0.028]
Ep 058/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:48,  1.42it/s, loss=0.768, pair=0.003, adv=4.330, sprd=0.027]
Ep 058/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:43,  1.48it/s, loss=0.768, pair=0.003, adv=4.330, sprd=0.027]
Ep 058/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:43,  1.48it/s, loss=0.736, pair=0.001, adv=3.960, sprd=0.019]
Ep 058/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:46,  1.43it/s, loss=0.736, pair=0.001, adv=3.960, sprd=0.019]
Ep 058/60 [S3:+sens]:  54%|█ | 181/333 [02:05<01:46,  1.43it/s, loss=0.748, pair=0.002, adv=4.329, sprd=0.021]
Ep 058/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.49it/s, loss=0.748, pair=0.002, adv=4.329, sprd=0.021]
Ep 058/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:41,  1.49it/s, loss=0.776, pair=0.000, adv=4.108, sprd=0.030]
Ep 058/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:46,  1.41it/s, loss=0.776, pair=0.000, adv=4.108, sprd=0.030]
Ep 058/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:46,  1.41it/s, loss=0.763, pair=0.000, adv=4.004, sprd=0.025]
Ep 058/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:41,  1.47it/s, loss=0.763, pair=0.000, adv=4.004, sprd=0.025]
Ep 058/60 [S3:+sens]:  55%|█ | 184/333 [02:07<01:41,  1.47it/s, loss=0.751, pair=0.003, adv=3.924, sprd=0.024]
Ep 058/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.44it/s, loss=0.751, pair=0.003, adv=3.924, sprd=0.024]
Ep 058/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:42,  1.44it/s, loss=0.735, pair=0.002, adv=4.274, sprd=0.020]
Ep 058/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:36,  1.52it/s, loss=0.735, pair=0.002, adv=4.274, sprd=0.020]
Ep 058/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:36,  1.52it/s, loss=0.748, pair=0.002, adv=4.062, sprd=0.023]
Ep 058/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:41,  1.44it/s, loss=0.748, pair=0.002, adv=4.062, sprd=0.023]
Ep 058/60 [S3:+sens]:  56%|█ | 187/333 [02:09<01:41,  1.44it/s, loss=0.743, pair=0.003, adv=3.985, sprd=0.020]
Ep 058/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:35,  1.51it/s, loss=0.743, pair=0.003, adv=3.985, sprd=0.020]
Ep 058/60 [S3:+sens]:  56%|█▏| 188/333 [02:10<01:35,  1.51it/s, loss=0.758, pair=0.001, adv=4.048, sprd=0.025]
Ep 058/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:44,  1.38it/s, loss=0.758, pair=0.001, adv=4.048, sprd=0.025]
Ep 058/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:44,  1.38it/s, loss=0.725, pair=0.002, adv=3.582, sprd=0.018]
Ep 058/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:35,  1.49it/s, loss=0.725, pair=0.002, adv=3.582, sprd=0.018]
Ep 058/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:35,  1.49it/s, loss=0.762, pair=0.004, adv=3.985, sprd=0.026]
Ep 058/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.762, pair=0.004, adv=3.985, sprd=0.026]
Ep 058/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:38,  1.44it/s, loss=0.776, pair=0.004, adv=4.183, sprd=0.029]
Ep 058/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:34,  1.50it/s, loss=0.776, pair=0.004, adv=4.183, sprd=0.029]
Ep 058/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.50it/s, loss=0.742, pair=0.002, adv=3.995, sprd=0.020]
Ep 058/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:39,  1.41it/s, loss=0.742, pair=0.002, adv=3.995, sprd=0.020]
Ep 058/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:39,  1.41it/s, loss=0.764, pair=0.007, adv=4.090, sprd=0.024]
Ep 058/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:34,  1.48it/s, loss=0.764, pair=0.007, adv=4.090, sprd=0.024]
Ep 058/60 [S3:+sens]:  58%|█▏| 194/333 [02:14<01:34,  1.48it/s, loss=0.743, pair=0.005, adv=3.928, sprd=0.021]
Ep 058/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.41it/s, loss=0.743, pair=0.005, adv=3.928, sprd=0.021]
Ep 058/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.41it/s, loss=0.720, pair=0.004, adv=3.933, sprd=0.017]
Ep 058/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:31,  1.50it/s, loss=0.720, pair=0.004, adv=3.933, sprd=0.017]
Ep 058/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:31,  1.50it/s, loss=0.808, pair=0.001, adv=4.052, sprd=0.019]
Ep 058/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.45it/s, loss=0.808, pair=0.001, adv=4.052, sprd=0.019]
Ep 058/60 [S3:+sens]:  59%|█▏| 197/333 [02:16<01:33,  1.45it/s, loss=0.754, pair=0.006, adv=3.726, sprd=0.023]
Ep 058/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.51it/s, loss=0.754, pair=0.006, adv=3.726, sprd=0.023]
Ep 058/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:29,  1.51it/s, loss=0.771, pair=0.007, adv=4.072, sprd=0.027]
Ep 058/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:33,  1.44it/s, loss=0.771, pair=0.007, adv=4.072, sprd=0.027]
Ep 058/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:33,  1.44it/s, loss=0.786, pair=0.001, adv=4.046, sprd=0.032]
Ep 058/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.48it/s, loss=0.786, pair=0.001, adv=4.046, sprd=0.032]
Ep 058/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.48it/s, loss=0.870, pair=0.001, adv=3.927, sprd=0.034]
Ep 058/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:33,  1.41it/s, loss=0.870, pair=0.001, adv=3.927, sprd=0.034]
Ep 058/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:33,  1.41it/s, loss=0.785, pair=0.003, adv=3.867, sprd=0.031]
Ep 058/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:29,  1.47it/s, loss=0.785, pair=0.003, adv=3.867, sprd=0.031]
Ep 058/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.47it/s, loss=0.757, pair=0.004, adv=4.114, sprd=0.023]
Ep 058/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:31,  1.41it/s, loss=0.757, pair=0.004, adv=4.114, sprd=0.023]
Ep 058/60 [S3:+sens]:  61%|█▏| 203/333 [02:20<01:31,  1.41it/s, loss=0.735, pair=0.005, adv=3.845, sprd=0.018]
Ep 058/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:26,  1.49it/s, loss=0.735, pair=0.005, adv=3.845, sprd=0.018]
Ep 058/60 [S3:+sens]:  61%|█▏| 204/333 [02:21<01:26,  1.49it/s, loss=0.739, pair=0.004, adv=3.864, sprd=0.020]
Ep 058/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.739, pair=0.004, adv=3.864, sprd=0.020]
Ep 058/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.43it/s, loss=0.758, pair=0.003, adv=4.314, sprd=0.024]
Ep 058/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:25,  1.49it/s, loss=0.758, pair=0.003, adv=4.314, sprd=0.024]
Ep 058/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:25,  1.49it/s, loss=0.769, pair=0.003, adv=4.016, sprd=0.026]
Ep 058/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.769, pair=0.003, adv=4.016, sprd=0.026]
Ep 058/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:28,  1.42it/s, loss=0.752, pair=0.004, adv=3.975, sprd=0.022]
Ep 058/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:23,  1.50it/s, loss=0.752, pair=0.004, adv=3.975, sprd=0.022]
Ep 058/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:23,  1.50it/s, loss=0.756, pair=0.002, adv=4.112, sprd=0.023]
Ep 058/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:25,  1.45it/s, loss=0.756, pair=0.002, adv=4.112, sprd=0.023]
Ep 058/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:25,  1.45it/s, loss=0.761, pair=0.001, adv=3.784, sprd=0.026]
Ep 058/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.50it/s, loss=0.761, pair=0.001, adv=3.784, sprd=0.026]
Ep 058/60 [S3:+sens]:  63%|█▎| 210/333 [02:25<01:21,  1.50it/s, loss=0.754, pair=0.002, adv=3.803, sprd=0.024]
Ep 058/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.754, pair=0.002, adv=3.803, sprd=0.024]
Ep 058/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.760, pair=0.002, adv=3.663, sprd=0.026]
Ep 058/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.48it/s, loss=0.760, pair=0.002, adv=3.663, sprd=0.026]
Ep 058/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.48it/s, loss=0.740, pair=0.001, adv=3.934, sprd=0.019]
Ep 058/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:23,  1.43it/s, loss=0.740, pair=0.001, adv=3.934, sprd=0.019]
Ep 058/60 [S3:+sens]:  64%|█▎| 213/333 [02:27<01:23,  1.43it/s, loss=0.739, pair=0.003, adv=3.808, sprd=0.017]
Ep 058/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.51it/s, loss=0.739, pair=0.003, adv=3.808, sprd=0.017]
Ep 058/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:18,  1.51it/s, loss=0.748, pair=0.006, adv=3.689, sprd=0.021]
Ep 058/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:22,  1.44it/s, loss=0.748, pair=0.006, adv=3.689, sprd=0.021]
Ep 058/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:22,  1.44it/s, loss=0.735, pair=0.004, adv=4.099, sprd=0.019]
Ep 058/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:16,  1.52it/s, loss=0.735, pair=0.004, adv=4.099, sprd=0.019]
Ep 058/60 [S3:+sens]:  65%|█▎| 216/333 [02:29<01:16,  1.52it/s, loss=0.727, pair=0.002, adv=4.049, sprd=0.016]
Ep 058/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.727, pair=0.002, adv=4.049, sprd=0.016]
Ep 058/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:20,  1.44it/s, loss=0.752, pair=0.005, adv=4.117, sprd=0.022]
Ep 058/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:16,  1.51it/s, loss=0.752, pair=0.005, adv=4.117, sprd=0.022]
Ep 058/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:16,  1.51it/s, loss=0.743, pair=0.002, adv=4.079, sprd=0.020]
Ep 058/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:17,  1.46it/s, loss=0.743, pair=0.002, adv=4.079, sprd=0.020]
Ep 058/60 [S3:+sens]:  66%|█▎| 219/333 [02:31<01:17,  1.46it/s, loss=0.733, pair=0.004, adv=3.372, sprd=0.016]
Ep 058/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:13,  1.54it/s, loss=0.733, pair=0.004, adv=3.372, sprd=0.016]
Ep 058/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:13,  1.54it/s, loss=0.772, pair=0.006, adv=4.115, sprd=0.029]
Ep 058/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:17,  1.45it/s, loss=0.772, pair=0.006, adv=4.115, sprd=0.029]
Ep 058/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:17,  1.45it/s, loss=0.754, pair=0.009, adv=3.981, sprd=0.022]
Ep 058/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:13,  1.51it/s, loss=0.754, pair=0.009, adv=3.981, sprd=0.022]
Ep 058/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:13,  1.51it/s, loss=0.759, pair=0.006, adv=4.127, sprd=0.024]
Ep 058/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:18,  1.39it/s, loss=0.759, pair=0.006, adv=4.127, sprd=0.024]
Ep 058/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:18,  1.39it/s, loss=0.737, pair=0.005, adv=3.940, sprd=0.020]
Ep 058/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:13,  1.48it/s, loss=0.737, pair=0.005, adv=3.940, sprd=0.020]
Ep 058/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:13,  1.48it/s, loss=0.837, pair=0.004, adv=4.100, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:15,  1.42it/s, loss=0.837, pair=0.004, adv=4.100, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:15,  1.42it/s, loss=0.756, pair=0.005, adv=4.119, sprd=0.024]
Ep 058/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.756, pair=0.005, adv=4.119, sprd=0.024]
Ep 058/60 [S3:+sens]:  68%|█▎| 226/333 [02:36<01:12,  1.48it/s, loss=0.770, pair=0.004, adv=3.958, sprd=0.026]
Ep 058/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.44it/s, loss=0.770, pair=0.004, adv=3.958, sprd=0.026]
Ep 058/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.44it/s, loss=0.765, pair=0.002, adv=4.110, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:10,  1.50it/s, loss=0.765, pair=0.002, adv=4.110, sprd=0.027]
Ep 058/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:10,  1.50it/s, loss=0.734, pair=0.007, adv=3.979, sprd=0.019]
Ep 058/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:14,  1.39it/s, loss=0.734, pair=0.007, adv=3.979, sprd=0.019]
Ep 058/60 [S3:+sens]:  69%|█▍| 229/333 [02:38<01:14,  1.39it/s, loss=0.750, pair=0.004, adv=4.055, sprd=0.023]
Ep 058/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:10,  1.47it/s, loss=0.750, pair=0.004, adv=4.055, sprd=0.023]
Ep 058/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:10,  1.47it/s, loss=0.759, pair=0.004, adv=4.122, sprd=0.025]
Ep 058/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:12,  1.41it/s, loss=0.759, pair=0.004, adv=4.122, sprd=0.025]
Ep 058/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:12,  1.41it/s, loss=0.748, pair=0.001, adv=4.008, sprd=0.021]
Ep 058/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:08,  1.48it/s, loss=0.748, pair=0.001, adv=4.008, sprd=0.021]
Ep 058/60 [S3:+sens]:  70%|█▍| 232/333 [02:40<01:08,  1.48it/s, loss=0.762, pair=0.002, adv=4.118, sprd=0.024]
Ep 058/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.43it/s, loss=0.762, pair=0.002, adv=4.118, sprd=0.024]
Ep 058/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.43it/s, loss=0.754, pair=0.006, adv=4.052, sprd=0.023]
Ep 058/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:05,  1.51it/s, loss=0.754, pair=0.006, adv=4.052, sprd=0.023]
Ep 058/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.51it/s, loss=0.753, pair=0.002, adv=4.335, sprd=0.022]
Ep 058/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:07,  1.45it/s, loss=0.753, pair=0.002, adv=4.335, sprd=0.022]
Ep 058/60 [S3:+sens]:  71%|█▍| 235/333 [02:42<01:07,  1.45it/s, loss=0.748, pair=0.002, adv=4.205, sprd=0.023]
Ep 058/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.748, pair=0.002, adv=4.205, sprd=0.023]
Ep 058/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.51it/s, loss=0.819, pair=0.006, adv=4.167, sprd=0.021]
Ep 058/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:05,  1.46it/s, loss=0.819, pair=0.006, adv=4.167, sprd=0.021]
Ep 058/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:05,  1.46it/s, loss=0.760, pair=0.004, adv=3.866, sprd=0.026]
Ep 058/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:02,  1.52it/s, loss=0.760, pair=0.004, adv=3.866, sprd=0.026]
Ep 058/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:02,  1.52it/s, loss=0.752, pair=0.002, adv=3.982, sprd=0.021]
Ep 058/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:07,  1.38it/s, loss=0.752, pair=0.002, adv=3.982, sprd=0.021]
Ep 058/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:07,  1.38it/s, loss=0.754, pair=0.005, adv=4.159, sprd=0.023]
Ep 058/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:03,  1.47it/s, loss=0.754, pair=0.005, adv=4.159, sprd=0.023]
Ep 058/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:03,  1.47it/s, loss=0.751, pair=0.007, adv=4.164, sprd=0.022]
Ep 058/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:05,  1.40it/s, loss=0.751, pair=0.007, adv=4.164, sprd=0.022]
Ep 058/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:05,  1.40it/s, loss=0.763, pair=0.004, adv=4.185, sprd=0.024]
Ep 058/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.48it/s, loss=0.763, pair=0.004, adv=4.185, sprd=0.024]
Ep 058/60 [S3:+sens]:  73%|█▍| 242/333 [02:47<01:01,  1.48it/s, loss=0.821, pair=0.003, adv=4.321, sprd=0.021]
Ep 058/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.44it/s, loss=0.821, pair=0.003, adv=4.321, sprd=0.021]
Ep 058/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:02,  1.44it/s, loss=0.751, pair=0.007, adv=4.045, sprd=0.022]
Ep 058/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<00:59,  1.50it/s, loss=0.751, pair=0.007, adv=4.045, sprd=0.022]
Ep 058/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<00:59,  1.50it/s, loss=0.758, pair=0.004, adv=4.219, sprd=0.024]
Ep 058/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.43it/s, loss=0.758, pair=0.004, adv=4.219, sprd=0.024]
Ep 058/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:01,  1.43it/s, loss=0.755, pair=0.003, adv=3.960, sprd=0.024]
Ep 058/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:57,  1.51it/s, loss=0.755, pair=0.003, adv=3.960, sprd=0.024]
Ep 058/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:57,  1.51it/s, loss=0.751, pair=0.002, adv=4.057, sprd=0.024]
Ep 058/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.45it/s, loss=0.751, pair=0.002, adv=4.057, sprd=0.024]
Ep 058/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.45it/s, loss=0.751, pair=0.001, adv=3.853, sprd=0.021]
Ep 058/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:55,  1.52it/s, loss=0.751, pair=0.001, adv=3.853, sprd=0.021]
Ep 058/60 [S3:+sens]:  74%|█▍| 248/333 [02:51<00:55,  1.52it/s, loss=0.771, pair=0.001, adv=3.892, sprd=0.029]
Ep 058/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.46it/s, loss=0.771, pair=0.001, adv=3.892, sprd=0.029]
Ep 058/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:57,  1.46it/s, loss=0.767, pair=0.006, adv=3.931, sprd=0.026]
Ep 058/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:55,  1.51it/s, loss=0.767, pair=0.006, adv=3.931, sprd=0.026]
Ep 058/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:55,  1.51it/s, loss=0.753, pair=0.001, adv=4.127, sprd=0.023]
Ep 058/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:58,  1.41it/s, loss=0.753, pair=0.001, adv=4.127, sprd=0.023]
Ep 058/60 [S3:+sens]:  75%|█▌| 251/333 [02:53<00:58,  1.41it/s, loss=0.745, pair=0.001, adv=4.128, sprd=0.020]
Ep 058/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.49it/s, loss=0.745, pair=0.001, adv=4.128, sprd=0.020]
Ep 058/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:54,  1.49it/s, loss=0.768, pair=0.002, adv=4.029, sprd=0.027]
Ep 058/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:56,  1.42it/s, loss=0.768, pair=0.002, adv=4.029, sprd=0.027]
Ep 058/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:56,  1.42it/s, loss=0.741, pair=0.001, adv=4.059, sprd=0.021]
Ep 058/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.49it/s, loss=0.741, pair=0.001, adv=4.059, sprd=0.021]
Ep 058/60 [S3:+sens]:  76%|█▌| 254/333 [02:55<00:53,  1.49it/s, loss=0.747, pair=0.000, adv=4.194, sprd=0.023]
Ep 058/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:56,  1.39it/s, loss=0.747, pair=0.000, adv=4.194, sprd=0.023]
Ep 058/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:56,  1.39it/s, loss=0.761, pair=0.002, adv=3.840, sprd=0.026]
Ep 058/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:52,  1.46it/s, loss=0.761, pair=0.002, adv=3.840, sprd=0.026]
Ep 058/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:52,  1.46it/s, loss=0.737, pair=0.001, adv=3.917, sprd=0.019]
Ep 058/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:56,  1.35it/s, loss=0.737, pair=0.001, adv=3.917, sprd=0.019]
Ep 058/60 [S3:+sens]:  77%|█▌| 257/333 [02:57<00:56,  1.35it/s, loss=0.749, pair=0.001, adv=3.812, sprd=0.022]
Ep 058/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:52,  1.44it/s, loss=0.749, pair=0.001, adv=3.812, sprd=0.022]
Ep 058/60 [S3:+sens]:  77%|█▌| 258/333 [02:58<00:52,  1.44it/s, loss=0.769, pair=0.003, adv=3.842, sprd=0.027]
Ep 058/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:53,  1.39it/s, loss=0.769, pair=0.003, adv=3.842, sprd=0.027]
Ep 058/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:53,  1.39it/s, loss=0.741, pair=0.001, adv=4.069, sprd=0.020]
Ep 058/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:49,  1.47it/s, loss=0.741, pair=0.001, adv=4.069, sprd=0.020]
Ep 058/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:49,  1.47it/s, loss=0.757, pair=0.000, adv=4.163, sprd=0.024]
Ep 058/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:50,  1.43it/s, loss=0.757, pair=0.000, adv=4.163, sprd=0.024]
Ep 058/60 [S3:+sens]:  78%|█▌| 261/333 [03:00<00:50,  1.43it/s, loss=0.774, pair=0.007, adv=3.967, sprd=0.028]
Ep 058/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.48it/s, loss=0.774, pair=0.007, adv=3.967, sprd=0.028]
Ep 058/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:48,  1.48it/s, loss=0.744, pair=0.000, adv=4.071, sprd=0.021]
Ep 058/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:48,  1.46it/s, loss=0.744, pair=0.000, adv=4.071, sprd=0.021]
Ep 058/60 [S3:+sens]:  79%|█▌| 263/333 [03:01<00:48,  1.46it/s, loss=0.750, pair=0.001, adv=4.043, sprd=0.023]
Ep 058/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:45,  1.51it/s, loss=0.750, pair=0.001, adv=4.043, sprd=0.023]
Ep 058/60 [S3:+sens]:  79%|█▌| 264/333 [03:02<00:45,  1.51it/s, loss=0.749, pair=0.000, adv=3.673, sprd=0.022]
Ep 058/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=0.749, pair=0.000, adv=3.673, sprd=0.022]
Ep 058/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:48,  1.41it/s, loss=0.740, pair=0.000, adv=3.559, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.51it/s, loss=0.740, pair=0.000, adv=3.559, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.51it/s, loss=0.740, pair=0.001, adv=3.848, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:46,  1.42it/s, loss=0.740, pair=0.001, adv=3.848, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 267/333 [03:04<00:46,  1.42it/s, loss=0.740, pair=0.000, adv=3.970, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.49it/s, loss=0.740, pair=0.000, adv=3.970, sprd=0.021]
Ep 058/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.49it/s, loss=0.751, pair=0.002, adv=3.934, sprd=0.023]
Ep 058/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:46,  1.39it/s, loss=0.751, pair=0.002, adv=3.934, sprd=0.023]
Ep 058/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:46,  1.39it/s, loss=0.760, pair=0.005, adv=4.046, sprd=0.026]
Ep 058/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:43,  1.46it/s, loss=0.760, pair=0.005, adv=4.046, sprd=0.026]
Ep 058/60 [S3:+sens]:  81%|█▌| 270/333 [03:06<00:43,  1.46it/s, loss=0.746, pair=0.000, adv=4.056, sprd=0.023]
Ep 058/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.44it/s, loss=0.746, pair=0.000, adv=4.056, sprd=0.023]
Ep 058/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:43,  1.44it/s, loss=0.780, pair=0.003, adv=4.095, sprd=0.030]
Ep 058/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.49it/s, loss=0.780, pair=0.003, adv=4.095, sprd=0.030]
Ep 058/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.49it/s, loss=0.777, pair=0.004, adv=4.119, sprd=0.030]
Ep 058/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:41,  1.43it/s, loss=0.777, pair=0.004, adv=4.119, sprd=0.030]
Ep 058/60 [S3:+sens]:  82%|█▋| 273/333 [03:08<00:41,  1.43it/s, loss=0.722, pair=0.000, adv=3.920, sprd=0.017]
Ep 058/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:38,  1.53it/s, loss=0.722, pair=0.000, adv=3.920, sprd=0.017]
Ep 058/60 [S3:+sens]:  82%|█▋| 274/333 [03:09<00:38,  1.53it/s, loss=0.745, pair=0.000, adv=3.702, sprd=0.020]
Ep 058/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.745, pair=0.000, adv=3.702, sprd=0.020]
Ep 058/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:40,  1.44it/s, loss=0.758, pair=0.004, adv=3.898, sprd=0.023]
Ep 058/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.50it/s, loss=0.758, pair=0.004, adv=3.898, sprd=0.023]
Ep 058/60 [S3:+sens]:  83%|█▋| 276/333 [03:10<00:38,  1.50it/s, loss=0.744, pair=0.000, adv=3.797, sprd=0.020]
Ep 058/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.44it/s, loss=0.744, pair=0.000, adv=3.797, sprd=0.020]
Ep 058/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:38,  1.44it/s, loss=0.752, pair=0.003, adv=4.006, sprd=0.023]
Ep 058/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:36,  1.50it/s, loss=0.752, pair=0.003, adv=4.006, sprd=0.023]
Ep 058/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:36,  1.50it/s, loss=0.747, pair=0.004, adv=3.808, sprd=0.022]
Ep 058/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:37,  1.42it/s, loss=0.747, pair=0.004, adv=3.808, sprd=0.022]
Ep 058/60 [S3:+sens]:  84%|█▋| 279/333 [03:12<00:37,  1.42it/s, loss=0.765, pair=0.002, adv=3.984, sprd=0.027]
Ep 058/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.765, pair=0.002, adv=3.984, sprd=0.027]
Ep 058/60 [S3:+sens]:  84%|█▋| 280/333 [03:13<00:35,  1.48it/s, loss=0.754, pair=0.001, adv=3.900, sprd=0.022]
Ep 058/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:37,  1.40it/s, loss=0.754, pair=0.001, adv=3.900, sprd=0.022]
Ep 058/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:37,  1.40it/s, loss=0.753, pair=0.005, adv=3.988, sprd=0.023]
Ep 058/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.47it/s, loss=0.753, pair=0.005, adv=3.988, sprd=0.023]
Ep 058/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.47it/s, loss=0.823, pair=0.004, adv=3.958, sprd=0.024]
Ep 058/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.40it/s, loss=0.823, pair=0.004, adv=3.958, sprd=0.024]
Ep 058/60 [S3:+sens]:  85%|█▋| 283/333 [03:15<00:35,  1.40it/s, loss=0.776, pair=0.006, adv=4.216, sprd=0.027]
Ep 058/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.46it/s, loss=0.776, pair=0.006, adv=4.216, sprd=0.027]
Ep 058/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.46it/s, loss=0.775, pair=0.004, adv=4.234, sprd=0.028]
Ep 058/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.41it/s, loss=0.775, pair=0.004, adv=4.234, sprd=0.028]
Ep 058/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.41it/s, loss=0.743, pair=0.001, adv=3.926, sprd=0.020]
Ep 058/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.51it/s, loss=0.743, pair=0.001, adv=3.926, sprd=0.020]
Ep 058/60 [S3:+sens]:  86%|█▋| 286/333 [03:17<00:31,  1.51it/s, loss=0.743, pair=0.001, adv=4.088, sprd=0.021]
Ep 058/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.743, pair=0.001, adv=4.088, sprd=0.021]
Ep 058/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:31,  1.46it/s, loss=0.764, pair=0.004, adv=3.927, sprd=0.026]
Ep 058/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.52it/s, loss=0.764, pair=0.004, adv=3.927, sprd=0.026]
Ep 058/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:29,  1.52it/s, loss=0.766, pair=0.003, adv=3.929, sprd=0.026]
Ep 058/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.45it/s, loss=0.766, pair=0.003, adv=3.929, sprd=0.026]
Ep 058/60 [S3:+sens]:  87%|█▋| 289/333 [03:19<00:30,  1.45it/s, loss=0.757, pair=0.001, adv=4.202, sprd=0.024]
Ep 058/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.51it/s, loss=0.757, pair=0.001, adv=4.202, sprd=0.024]
Ep 058/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:28,  1.51it/s, loss=0.749, pair=0.004, adv=4.082, sprd=0.024]
Ep 058/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.43it/s, loss=0.749, pair=0.004, adv=4.082, sprd=0.024]
Ep 058/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.43it/s, loss=0.766, pair=0.002, adv=4.525, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.49it/s, loss=0.766, pair=0.002, adv=4.525, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.49it/s, loss=0.759, pair=0.004, adv=3.984, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.759, pair=0.004, adv=3.984, sprd=0.026]
Ep 058/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:27,  1.43it/s, loss=0.730, pair=0.000, adv=3.985, sprd=0.019]
Ep 058/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.52it/s, loss=0.730, pair=0.000, adv=3.985, sprd=0.019]
Ep 058/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.52it/s, loss=0.744, pair=0.000, adv=4.089, sprd=0.022]
Ep 058/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:27,  1.40it/s, loss=0.744, pair=0.000, adv=4.089, sprd=0.022]
Ep 058/60 [S3:+sens]:  89%|█▊| 295/333 [03:23<00:27,  1.40it/s, loss=0.740, pair=0.004, adv=3.845, sprd=0.020]
Ep 058/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:25,  1.47it/s, loss=0.740, pair=0.004, adv=3.845, sprd=0.020]
Ep 058/60 [S3:+sens]:  89%|█▊| 296/333 [03:24<00:25,  1.47it/s, loss=0.738, pair=0.000, adv=4.193, sprd=0.020]
Ep 058/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.738, pair=0.000, adv=4.193, sprd=0.020]
Ep 058/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:25,  1.43it/s, loss=0.755, pair=0.000, adv=4.359, sprd=0.025]
Ep 058/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.52it/s, loss=0.755, pair=0.000, adv=4.359, sprd=0.025]
Ep 058/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.52it/s, loss=0.797, pair=0.001, adv=3.790, sprd=0.018]
Ep 058/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:23,  1.47it/s, loss=0.797, pair=0.001, adv=3.790, sprd=0.018]
Ep 058/60 [S3:+sens]:  90%|█▊| 299/333 [03:26<00:23,  1.47it/s, loss=0.765, pair=0.001, adv=4.166, sprd=0.027]
Ep 058/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.52it/s, loss=0.765, pair=0.001, adv=4.166, sprd=0.027]
Ep 058/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:21,  1.52it/s, loss=0.762, pair=0.001, adv=3.831, sprd=0.026]
Ep 058/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:21,  1.46it/s, loss=0.762, pair=0.001, adv=3.831, sprd=0.026]
Ep 058/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:21,  1.46it/s, loss=0.734, pair=0.000, adv=3.818, sprd=0.018]
Ep 058/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.53it/s, loss=0.734, pair=0.000, adv=3.818, sprd=0.018]
Ep 058/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:20,  1.53it/s, loss=0.762, pair=0.001, adv=3.865, sprd=0.026]
Ep 058/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.47it/s, loss=0.762, pair=0.001, adv=3.865, sprd=0.026]
Ep 058/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:20,  1.47it/s, loss=0.752, pair=0.002, adv=4.133, sprd=0.023]
Ep 058/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:18,  1.53it/s, loss=0.752, pair=0.002, adv=4.133, sprd=0.023]
Ep 058/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:18,  1.53it/s, loss=0.722, pair=0.001, adv=3.331, sprd=0.016]
Ep 058/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.47it/s, loss=0.722, pair=0.001, adv=3.331, sprd=0.016]
Ep 058/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:19,  1.47it/s, loss=0.741, pair=0.000, adv=3.970, sprd=0.021]
Ep 058/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:17,  1.55it/s, loss=0.741, pair=0.000, adv=3.970, sprd=0.021]
Ep 058/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:17,  1.55it/s, loss=0.744, pair=0.001, adv=3.831, sprd=0.022]
Ep 058/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.42it/s, loss=0.744, pair=0.001, adv=3.831, sprd=0.022]
Ep 058/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:18,  1.42it/s, loss=0.742, pair=0.000, adv=3.798, sprd=0.021]
Ep 058/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.50it/s, loss=0.742, pair=0.000, adv=3.798, sprd=0.021]
Ep 058/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:16,  1.50it/s, loss=0.756, pair=0.002, adv=4.092, sprd=0.025]
Ep 058/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.756, pair=0.002, adv=4.092, sprd=0.025]
Ep 058/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:16,  1.43it/s, loss=0.735, pair=0.000, adv=3.779, sprd=0.022]
Ep 058/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.50it/s, loss=0.735, pair=0.000, adv=3.779, sprd=0.022]
Ep 058/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.50it/s, loss=0.768, pair=0.000, adv=4.539, sprd=0.027]
Ep 058/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.46it/s, loss=0.768, pair=0.000, adv=4.539, sprd=0.027]
Ep 058/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.46it/s, loss=0.761, pair=0.000, adv=4.585, sprd=0.026]
Ep 058/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.52it/s, loss=0.761, pair=0.000, adv=4.585, sprd=0.026]
Ep 058/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:13,  1.52it/s, loss=0.844, pair=0.002, adv=3.885, sprd=0.027]
Ep 058/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:14,  1.40it/s, loss=0.844, pair=0.002, adv=3.885, sprd=0.027]
Ep 058/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:14,  1.40it/s, loss=0.745, pair=0.000, adv=4.187, sprd=0.021]
Ep 058/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.48it/s, loss=0.745, pair=0.000, adv=4.187, sprd=0.021]
Ep 058/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.48it/s, loss=0.763, pair=0.000, adv=4.417, sprd=0.027]
Ep 058/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.43it/s, loss=0.763, pair=0.000, adv=4.417, sprd=0.027]
Ep 058/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.43it/s, loss=0.774, pair=0.001, adv=3.908, sprd=0.028]
Ep 058/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.49it/s, loss=0.774, pair=0.001, adv=3.908, sprd=0.028]
Ep 058/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.49it/s, loss=0.733, pair=0.000, adv=3.688, sprd=0.018]
Ep 058/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:10,  1.47it/s, loss=0.733, pair=0.000, adv=3.688, sprd=0.018]
Ep 058/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:10,  1.47it/s, loss=0.747, pair=0.000, adv=4.282, sprd=0.023]
Ep 058/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.53it/s, loss=0.747, pair=0.000, adv=4.282, sprd=0.023]
Ep 058/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:09,  1.53it/s, loss=0.753, pair=0.000, adv=3.919, sprd=0.025]
Ep 058/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.41it/s, loss=0.753, pair=0.000, adv=3.919, sprd=0.025]
Ep 058/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.41it/s, loss=0.753, pair=0.000, adv=4.006, sprd=0.023]
Ep 058/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.48it/s, loss=0.753, pair=0.000, adv=4.006, sprd=0.023]
Ep 058/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.48it/s, loss=0.724, pair=0.000, adv=4.190, sprd=0.016]
Ep 058/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.39it/s, loss=0.724, pair=0.000, adv=4.190, sprd=0.016]
Ep 058/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.39it/s, loss=0.757, pair=0.000, adv=4.068, sprd=0.025]
Ep 058/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.47it/s, loss=0.757, pair=0.000, adv=4.068, sprd=0.025]
Ep 058/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.47it/s, loss=0.732, pair=0.000, adv=4.003, sprd=0.017]
Ep 058/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.44it/s, loss=0.732, pair=0.000, adv=4.003, sprd=0.017]
Ep 058/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.44it/s, loss=0.782, pair=0.000, adv=4.220, sprd=0.030]
Ep 058/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:06,  1.48it/s, loss=0.782, pair=0.000, adv=4.220, sprd=0.030]
Ep 058/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:06,  1.48it/s, loss=0.769, pair=0.000, adv=4.471, sprd=0.028]
Ep 058/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.769, pair=0.000, adv=4.471, sprd=0.028]
Ep 058/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.43it/s, loss=0.763, pair=0.000, adv=4.110, sprd=0.027]
Ep 058/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.48it/s, loss=0.763, pair=0.000, adv=4.110, sprd=0.027]
Ep 058/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.48it/s, loss=0.743, pair=0.000, adv=4.246, sprd=0.020]
Ep 058/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.45it/s, loss=0.743, pair=0.000, adv=4.246, sprd=0.020]
Ep 058/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.45it/s, loss=0.745, pair=0.000, adv=4.445, sprd=0.021]
Ep 058/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.745, pair=0.000, adv=4.445, sprd=0.021]
Ep 058/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.50it/s, loss=0.731, pair=0.000, adv=4.026, sprd=0.019]
Ep 058/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.47it/s, loss=0.731, pair=0.000, adv=4.026, sprd=0.019]
Ep 058/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.47it/s, loss=0.727, pair=0.000, adv=3.588, sprd=0.018]
Ep 058/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.55it/s, loss=0.727, pair=0.000, adv=3.588, sprd=0.018]
Ep 058/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.55it/s, loss=0.752, pair=0.000, adv=4.186, sprd=0.023]
Ep 058/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.48it/s, loss=0.752, pair=0.000, adv=4.186, sprd=0.023]
Ep 058/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.48it/s, loss=0.768, pair=0.000, adv=4.344, sprd=0.028]
Ep 058/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.52it/s, loss=0.768, pair=0.000, adv=4.344, sprd=0.028]
Ep 058/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.52it/s, loss=0.735, pair=0.000, adv=4.014, sprd=0.020]
Ep 058/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.47it/s, loss=0.735, pair=0.000, adv=4.014, sprd=0.020]
                                                                                                              
Epoch 058/60 [S3:+sens]  loss=0.7559  mat=0.3384  sens=1.0115  pair=0.0014  adv=4.0440(rand=3.37)  deg=0.0073  orth=0.0002  spread=0.0232  q_mean=50.8  q_std=16.5  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=5.58e-06  228s

Ep 059/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 059/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.756, pair=0.000, adv=4.414, sprd=0.024]
Ep 059/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:25,  1.16s/it, loss=0.756, pair=0.000, adv=4.414, sprd=0.024]
Ep 059/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:25,  1.16s/it, loss=0.724, pair=0.000, adv=3.647, sprd=0.015]
Ep 059/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:28,  1.23it/s, loss=0.724, pair=0.000, adv=3.647, sprd=0.015]
Ep 059/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:28,  1.23it/s, loss=0.755, pair=0.000, adv=3.940, sprd=0.025]
Ep 059/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:28,  1.23it/s, loss=0.755, pair=0.000, adv=3.940, sprd=0.025]
Ep 059/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:28,  1.23it/s, loss=0.725, pair=0.000, adv=4.179, sprd=0.017]
Ep 059/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:52,  1.42it/s, loss=0.725, pair=0.000, adv=4.179, sprd=0.017]
Ep 059/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:52,  1.42it/s, loss=0.746, pair=0.000, adv=4.171, sprd=0.021]
Ep 059/60 [S3:+sens]:   2%|    | 5/333 [00:03<03:59,  1.37it/s, loss=0.746, pair=0.000, adv=4.171, sprd=0.021]
Ep 059/60 [S3:+sens]:   2%|    | 5/333 [00:04<03:59,  1.37it/s, loss=0.751, pair=0.000, adv=4.331, sprd=0.023]
Ep 059/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:43,  1.47it/s, loss=0.751, pair=0.000, adv=4.331, sprd=0.023]
Ep 059/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:43,  1.47it/s, loss=0.743, pair=0.000, adv=4.220, sprd=0.021]
Ep 059/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.41it/s, loss=0.743, pair=0.000, adv=4.220, sprd=0.021]
Ep 059/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:50,  1.41it/s, loss=0.758, pair=0.000, adv=4.070, sprd=0.024]
Ep 059/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:40,  1.47it/s, loss=0.758, pair=0.000, adv=4.070, sprd=0.024]
Ep 059/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:40,  1.47it/s, loss=0.778, pair=0.000, adv=4.284, sprd=0.030]
Ep 059/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.778, pair=0.000, adv=4.284, sprd=0.030]
Ep 059/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.755, pair=0.000, adv=4.168, sprd=0.025]
Ep 059/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:38,  1.48it/s, loss=0.755, pair=0.000, adv=4.168, sprd=0.025]
Ep 059/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:38,  1.48it/s, loss=0.735, pair=0.000, adv=4.204, sprd=0.019]
Ep 059/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:51,  1.39it/s, loss=0.735, pair=0.000, adv=4.204, sprd=0.019]
Ep 059/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:51,  1.39it/s, loss=0.756, pair=0.000, adv=4.148, sprd=0.025]
Ep 059/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:39,  1.46it/s, loss=0.756, pair=0.000, adv=4.148, sprd=0.025]
Ep 059/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:39,  1.46it/s, loss=0.764, pair=0.000, adv=3.926, sprd=0.026]
Ep 059/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:44,  1.43it/s, loss=0.764, pair=0.000, adv=3.926, sprd=0.026]
Ep 059/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:44,  1.43it/s, loss=0.747, pair=0.000, adv=4.282, sprd=0.023]
Ep 059/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:31,  1.51it/s, loss=0.747, pair=0.000, adv=4.282, sprd=0.023]
Ep 059/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:31,  1.51it/s, loss=0.744, pair=0.000, adv=4.311, sprd=0.022]
Ep 059/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:37,  1.46it/s, loss=0.744, pair=0.000, adv=4.311, sprd=0.022]
Ep 059/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:37,  1.46it/s, loss=0.731, pair=0.000, adv=4.039, sprd=0.017]
Ep 059/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:24,  1.55it/s, loss=0.731, pair=0.000, adv=4.039, sprd=0.017]
Ep 059/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:24,  1.55it/s, loss=0.744, pair=0.000, adv=4.444, sprd=0.020]
Ep 059/60 [S3:+sens]:   5%|▏  | 17/333 [00:11<03:35,  1.47it/s, loss=0.744, pair=0.000, adv=4.444, sprd=0.020]
Ep 059/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:35,  1.47it/s, loss=0.743, pair=0.000, adv=3.625, sprd=0.021]
Ep 059/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:24,  1.54it/s, loss=0.743, pair=0.000, adv=3.625, sprd=0.021]
Ep 059/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:24,  1.54it/s, loss=0.741, pair=0.000, adv=4.202, sprd=0.020]
Ep 059/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:32,  1.48it/s, loss=0.741, pair=0.000, adv=4.202, sprd=0.020]
Ep 059/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:32,  1.48it/s, loss=0.747, pair=0.003, adv=4.117, sprd=0.023]
Ep 059/60 [S3:+sens]:   6%|▏  | 20/333 [00:13<03:24,  1.53it/s, loss=0.747, pair=0.003, adv=4.117, sprd=0.023]
Ep 059/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:24,  1.53it/s, loss=0.772, pair=0.000, adv=4.298, sprd=0.029]
Ep 059/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:35,  1.45it/s, loss=0.772, pair=0.000, adv=4.298, sprd=0.029]
Ep 059/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:35,  1.45it/s, loss=0.732, pair=0.000, adv=3.777, sprd=0.019]
Ep 059/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:26,  1.51it/s, loss=0.732, pair=0.000, adv=3.777, sprd=0.019]
Ep 059/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:26,  1.51it/s, loss=0.740, pair=0.003, adv=4.332, sprd=0.021]
Ep 059/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.740, pair=0.003, adv=4.332, sprd=0.021]
Ep 059/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:41,  1.40it/s, loss=0.719, pair=0.001, adv=4.168, sprd=0.015]
Ep 059/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:25,  1.50it/s, loss=0.719, pair=0.001, adv=4.168, sprd=0.015]
Ep 059/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:25,  1.50it/s, loss=0.743, pair=0.000, adv=3.983, sprd=0.020]
Ep 059/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:41,  1.39it/s, loss=0.743, pair=0.000, adv=3.983, sprd=0.020]
Ep 059/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:41,  1.39it/s, loss=0.765, pair=0.000, adv=4.064, sprd=0.027]
Ep 059/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:30,  1.46it/s, loss=0.765, pair=0.000, adv=4.064, sprd=0.027]
Ep 059/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:30,  1.46it/s, loss=0.758, pair=0.000, adv=3.979, sprd=0.026]
Ep 059/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:45,  1.35it/s, loss=0.758, pair=0.000, adv=3.979, sprd=0.026]
Ep 059/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:45,  1.35it/s, loss=0.751, pair=0.000, adv=4.254, sprd=0.023]
Ep 059/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:29,  1.45it/s, loss=0.751, pair=0.000, adv=4.254, sprd=0.023]
Ep 059/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:29,  1.45it/s, loss=0.748, pair=0.000, adv=4.109, sprd=0.023]
Ep 059/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:44,  1.35it/s, loss=0.748, pair=0.000, adv=4.109, sprd=0.023]
Ep 059/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:44,  1.35it/s, loss=0.737, pair=0.000, adv=3.955, sprd=0.021]
Ep 059/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:27,  1.46it/s, loss=0.737, pair=0.000, adv=3.955, sprd=0.021]
Ep 059/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:27,  1.46it/s, loss=0.743, pair=0.000, adv=4.217, sprd=0.022]
Ep 059/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:32,  1.42it/s, loss=0.743, pair=0.000, adv=4.217, sprd=0.022]
Ep 059/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:32,  1.42it/s, loss=0.754, pair=0.000, adv=4.146, sprd=0.023]
Ep 059/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:21,  1.49it/s, loss=0.754, pair=0.000, adv=4.146, sprd=0.023]
Ep 059/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:21,  1.49it/s, loss=0.735, pair=0.000, adv=4.238, sprd=0.019]
Ep 059/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:25,  1.46it/s, loss=0.735, pair=0.000, adv=4.238, sprd=0.019]
Ep 059/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:25,  1.46it/s, loss=0.756, pair=0.000, adv=4.271, sprd=0.024]
Ep 059/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:17,  1.51it/s, loss=0.756, pair=0.000, adv=4.271, sprd=0.024]
Ep 059/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:17,  1.51it/s, loss=0.723, pair=0.000, adv=4.014, sprd=0.017]
Ep 059/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:23,  1.46it/s, loss=0.723, pair=0.000, adv=4.014, sprd=0.017]
Ep 059/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:23,  1.46it/s, loss=0.742, pair=0.000, adv=3.962, sprd=0.020]
Ep 059/60 [S3:+sens]:  11%|▎  | 36/333 [00:24<03:15,  1.52it/s, loss=0.742, pair=0.000, adv=3.962, sprd=0.020]
Ep 059/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:15,  1.52it/s, loss=0.747, pair=0.000, adv=4.275, sprd=0.022]
Ep 059/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:19,  1.48it/s, loss=0.747, pair=0.000, adv=4.275, sprd=0.022]
Ep 059/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:19,  1.48it/s, loss=0.741, pair=0.000, adv=4.206, sprd=0.022]
Ep 059/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:12,  1.54it/s, loss=0.741, pair=0.000, adv=4.206, sprd=0.022]
Ep 059/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:12,  1.54it/s, loss=0.755, pair=0.000, adv=4.207, sprd=0.025]
Ep 059/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.755, pair=0.000, adv=4.207, sprd=0.025]
Ep 059/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:23,  1.45it/s, loss=0.756, pair=0.000, adv=4.265, sprd=0.025]
Ep 059/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:14,  1.51it/s, loss=0.756, pair=0.000, adv=4.265, sprd=0.025]
Ep 059/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:14,  1.51it/s, loss=0.754, pair=0.000, adv=4.459, sprd=0.024]
Ep 059/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:23,  1.43it/s, loss=0.754, pair=0.000, adv=4.459, sprd=0.024]
Ep 059/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:23,  1.43it/s, loss=0.752, pair=0.000, adv=4.616, sprd=0.023]
Ep 059/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:13,  1.50it/s, loss=0.752, pair=0.000, adv=4.616, sprd=0.023]
Ep 059/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:13,  1.50it/s, loss=0.785, pair=0.000, adv=4.070, sprd=0.031]
Ep 059/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:23,  1.42it/s, loss=0.785, pair=0.000, adv=4.070, sprd=0.031]
Ep 059/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:23,  1.42it/s, loss=0.771, pair=0.000, adv=4.033, sprd=0.029]
Ep 059/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:15,  1.47it/s, loss=0.771, pair=0.000, adv=4.033, sprd=0.029]
Ep 059/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:15,  1.47it/s, loss=0.746, pair=0.000, adv=4.101, sprd=0.022]
Ep 059/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:18,  1.45it/s, loss=0.746, pair=0.000, adv=4.101, sprd=0.022]
Ep 059/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:18,  1.45it/s, loss=0.783, pair=0.000, adv=4.432, sprd=0.030]
Ep 059/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:12,  1.49it/s, loss=0.783, pair=0.000, adv=4.432, sprd=0.030]
Ep 059/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:12,  1.49it/s, loss=0.762, pair=0.001, adv=3.904, sprd=0.024]
Ep 059/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:27,  1.38it/s, loss=0.762, pair=0.001, adv=3.904, sprd=0.024]
Ep 059/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:27,  1.38it/s, loss=0.735, pair=0.003, adv=4.035, sprd=0.020]
Ep 059/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.47it/s, loss=0.735, pair=0.003, adv=4.035, sprd=0.020]
Ep 059/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:14,  1.47it/s, loss=0.738, pair=0.000, adv=4.413, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 49/333 [00:33<03:18,  1.43it/s, loss=0.738, pair=0.000, adv=4.413, sprd=0.020]
Ep 059/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:18,  1.43it/s, loss=0.735, pair=0.002, adv=4.101, sprd=0.019]
Ep 059/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:06,  1.52it/s, loss=0.735, pair=0.002, adv=4.101, sprd=0.019]
Ep 059/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:06,  1.52it/s, loss=0.729, pair=0.000, adv=4.244, sprd=0.019]
Ep 059/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:11,  1.47it/s, loss=0.729, pair=0.000, adv=4.244, sprd=0.019]
Ep 059/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:11,  1.47it/s, loss=0.755, pair=0.000, adv=3.513, sprd=0.024]
Ep 059/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:06,  1.51it/s, loss=0.755, pair=0.000, adv=3.513, sprd=0.024]
Ep 059/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:06,  1.51it/s, loss=0.730, pair=0.000, adv=4.074, sprd=0.019]
Ep 059/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.730, pair=0.000, adv=4.074, sprd=0.019]
Ep 059/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.760, pair=0.003, adv=4.494, sprd=0.024]
Ep 059/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.50it/s, loss=0.760, pair=0.003, adv=4.494, sprd=0.024]
Ep 059/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:05,  1.50it/s, loss=0.747, pair=0.000, adv=4.396, sprd=0.022]
Ep 059/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.44it/s, loss=0.747, pair=0.000, adv=4.396, sprd=0.022]
Ep 059/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:13,  1.44it/s, loss=0.768, pair=0.000, adv=4.094, sprd=0.026]
Ep 059/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:05,  1.49it/s, loss=0.768, pair=0.000, adv=4.094, sprd=0.026]
Ep 059/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:05,  1.49it/s, loss=0.749, pair=0.000, adv=4.457, sprd=0.023]
Ep 059/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:10,  1.45it/s, loss=0.749, pair=0.000, adv=4.457, sprd=0.023]
Ep 059/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:10,  1.45it/s, loss=0.763, pair=0.000, adv=4.099, sprd=0.027]
Ep 059/60 [S3:+sens]:  17%|▌  | 58/333 [00:39<03:03,  1.50it/s, loss=0.763, pair=0.000, adv=4.099, sprd=0.027]
Ep 059/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:03,  1.50it/s, loss=0.756, pair=0.000, adv=4.171, sprd=0.025]
Ep 059/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:10,  1.44it/s, loss=0.756, pair=0.000, adv=4.171, sprd=0.025]
Ep 059/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:10,  1.44it/s, loss=0.748, pair=0.000, adv=4.071, sprd=0.021]
Ep 059/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:01,  1.50it/s, loss=0.748, pair=0.000, adv=4.071, sprd=0.021]
Ep 059/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:01,  1.50it/s, loss=0.744, pair=0.000, adv=4.096, sprd=0.021]
Ep 059/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:04,  1.47it/s, loss=0.744, pair=0.000, adv=4.096, sprd=0.021]
Ep 059/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:04,  1.47it/s, loss=0.765, pair=0.000, adv=4.191, sprd=0.027]
Ep 059/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<02:58,  1.52it/s, loss=0.765, pair=0.000, adv=4.191, sprd=0.027]
Ep 059/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<02:58,  1.52it/s, loss=0.814, pair=0.000, adv=4.378, sprd=0.021]
Ep 059/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:04,  1.47it/s, loss=0.814, pair=0.000, adv=4.378, sprd=0.021]
Ep 059/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:04,  1.47it/s, loss=0.761, pair=0.000, adv=4.273, sprd=0.026]
Ep 059/60 [S3:+sens]:  19%|▌  | 64/333 [00:43<02:57,  1.52it/s, loss=0.761, pair=0.000, adv=4.273, sprd=0.026]
Ep 059/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<02:57,  1.52it/s, loss=0.741, pair=0.000, adv=4.097, sprd=0.021]
Ep 059/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:04,  1.45it/s, loss=0.741, pair=0.000, adv=4.097, sprd=0.021]
Ep 059/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:04,  1.45it/s, loss=0.784, pair=0.000, adv=3.922, sprd=0.031]
Ep 059/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:59,  1.48it/s, loss=0.784, pair=0.000, adv=3.922, sprd=0.031]
Ep 059/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:59,  1.48it/s, loss=0.739, pair=0.001, adv=4.253, sprd=0.021]
Ep 059/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.739, pair=0.001, adv=4.253, sprd=0.021]
Ep 059/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:05,  1.43it/s, loss=0.750, pair=0.000, adv=4.321, sprd=0.025]
Ep 059/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:57,  1.50it/s, loss=0.750, pair=0.000, adv=4.321, sprd=0.025]
Ep 059/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:57,  1.50it/s, loss=0.760, pair=0.000, adv=4.177, sprd=0.026]
Ep 059/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:09,  1.39it/s, loss=0.760, pair=0.000, adv=4.177, sprd=0.026]
Ep 059/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:09,  1.39it/s, loss=0.733, pair=0.006, adv=3.954, sprd=0.018]
Ep 059/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.733, pair=0.006, adv=3.954, sprd=0.018]
Ep 059/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<02:56,  1.49it/s, loss=0.817, pair=0.000, adv=3.903, sprd=0.022]
Ep 059/60 [S3:+sens]:  21%|▋  | 71/333 [00:48<03:00,  1.45it/s, loss=0.817, pair=0.000, adv=3.903, sprd=0.022]
Ep 059/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:00,  1.45it/s, loss=0.748, pair=0.005, adv=4.115, sprd=0.022]
Ep 059/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:50,  1.53it/s, loss=0.748, pair=0.005, adv=4.115, sprd=0.022]
Ep 059/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:50,  1.53it/s, loss=0.740, pair=0.000, adv=4.050, sprd=0.022]
Ep 059/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:01,  1.44it/s, loss=0.740, pair=0.000, adv=4.050, sprd=0.022]
Ep 059/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<03:01,  1.44it/s, loss=0.762, pair=0.000, adv=4.110, sprd=0.026]
Ep 059/60 [S3:+sens]:  22%|▋  | 74/333 [00:50<02:54,  1.48it/s, loss=0.762, pair=0.000, adv=4.110, sprd=0.026]
Ep 059/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:54,  1.48it/s, loss=0.740, pair=0.000, adv=4.195, sprd=0.019]
Ep 059/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:58,  1.44it/s, loss=0.740, pair=0.000, adv=4.195, sprd=0.019]
Ep 059/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:58,  1.44it/s, loss=0.771, pair=0.000, adv=4.110, sprd=0.029]
Ep 059/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.771, pair=0.000, adv=4.110, sprd=0.029]
Ep 059/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.758, pair=0.000, adv=4.179, sprd=0.024]
Ep 059/60 [S3:+sens]:  23%|▋  | 77/333 [00:52<02:59,  1.43it/s, loss=0.758, pair=0.000, adv=4.179, sprd=0.024]
Ep 059/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.751, pair=0.000, adv=3.848, sprd=0.023]
Ep 059/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:51,  1.48it/s, loss=0.751, pair=0.000, adv=3.848, sprd=0.023]
Ep 059/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:51,  1.48it/s, loss=0.739, pair=0.000, adv=4.248, sprd=0.020]
Ep 059/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:57,  1.43it/s, loss=0.739, pair=0.000, adv=4.248, sprd=0.020]
Ep 059/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:57,  1.43it/s, loss=0.739, pair=0.000, adv=4.129, sprd=0.021]
Ep 059/60 [S3:+sens]:  24%|▋  | 80/333 [00:54<02:48,  1.50it/s, loss=0.739, pair=0.000, adv=4.129, sprd=0.021]
Ep 059/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:48,  1.50it/s, loss=0.763, pair=0.000, adv=4.166, sprd=0.026]
Ep 059/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:55,  1.43it/s, loss=0.763, pair=0.000, adv=4.166, sprd=0.026]
Ep 059/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:55,  1.43it/s, loss=0.768, pair=0.000, adv=4.000, sprd=0.027]
Ep 059/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:49,  1.48it/s, loss=0.768, pair=0.000, adv=4.000, sprd=0.027]
Ep 059/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:49,  1.48it/s, loss=0.758, pair=0.000, adv=4.236, sprd=0.025]
Ep 059/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<03:03,  1.37it/s, loss=0.758, pair=0.000, adv=4.236, sprd=0.025]
Ep 059/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<03:03,  1.37it/s, loss=0.740, pair=0.000, adv=4.175, sprd=0.021]
Ep 059/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:51,  1.45it/s, loss=0.740, pair=0.000, adv=4.175, sprd=0.021]
Ep 059/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:51,  1.45it/s, loss=0.742, pair=0.000, adv=4.348, sprd=0.022]
Ep 059/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:54,  1.42it/s, loss=0.742, pair=0.000, adv=4.348, sprd=0.022]
Ep 059/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:54,  1.42it/s, loss=0.766, pair=0.000, adv=4.083, sprd=0.027]
Ep 059/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:47,  1.48it/s, loss=0.766, pair=0.000, adv=4.083, sprd=0.027]
Ep 059/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:47,  1.48it/s, loss=0.757, pair=0.000, adv=4.348, sprd=0.025]
Ep 059/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:53,  1.42it/s, loss=0.757, pair=0.000, adv=4.348, sprd=0.025]
Ep 059/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:53,  1.42it/s, loss=0.760, pair=0.000, adv=4.148, sprd=0.024]
Ep 059/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:45,  1.48it/s, loss=0.760, pair=0.000, adv=4.148, sprd=0.024]
Ep 059/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:45,  1.48it/s, loss=0.765, pair=0.000, adv=4.482, sprd=0.025]
Ep 059/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.42it/s, loss=0.765, pair=0.000, adv=4.482, sprd=0.025]
Ep 059/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:52,  1.42it/s, loss=0.745, pair=0.000, adv=4.300, sprd=0.019]
Ep 059/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:43,  1.49it/s, loss=0.745, pair=0.000, adv=4.300, sprd=0.019]
Ep 059/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:43,  1.49it/s, loss=0.753, pair=0.000, adv=4.223, sprd=0.024]
Ep 059/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:55,  1.38it/s, loss=0.753, pair=0.000, adv=4.223, sprd=0.024]
Ep 059/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:55,  1.38it/s, loss=0.751, pair=0.000, adv=3.601, sprd=0.022]
Ep 059/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:46,  1.45it/s, loss=0.751, pair=0.000, adv=3.601, sprd=0.022]
Ep 059/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:46,  1.45it/s, loss=0.763, pair=0.000, adv=4.210, sprd=0.025]
Ep 059/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:52,  1.39it/s, loss=0.763, pair=0.000, adv=4.210, sprd=0.025]
Ep 059/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:52,  1.39it/s, loss=0.741, pair=0.000, adv=3.991, sprd=0.022]
Ep 059/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:42,  1.47it/s, loss=0.741, pair=0.000, adv=3.991, sprd=0.022]
Ep 059/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:42,  1.47it/s, loss=0.726, pair=0.000, adv=4.143, sprd=0.016]
Ep 059/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:48,  1.42it/s, loss=0.726, pair=0.000, adv=4.143, sprd=0.016]
Ep 059/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:48,  1.42it/s, loss=0.760, pair=0.001, adv=4.065, sprd=0.026]
Ep 059/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:40,  1.48it/s, loss=0.760, pair=0.001, adv=4.065, sprd=0.026]
Ep 059/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:40,  1.48it/s, loss=0.735, pair=0.000, adv=4.312, sprd=0.019]
Ep 059/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:45,  1.43it/s, loss=0.735, pair=0.000, adv=4.312, sprd=0.019]
Ep 059/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:45,  1.43it/s, loss=0.741, pair=0.002, adv=4.202, sprd=0.020]
Ep 059/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:34,  1.52it/s, loss=0.741, pair=0.002, adv=4.202, sprd=0.020]
Ep 059/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:34,  1.52it/s, loss=0.761, pair=0.000, adv=4.057, sprd=0.024]
Ep 059/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:42,  1.44it/s, loss=0.761, pair=0.000, adv=4.057, sprd=0.024]
Ep 059/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:42,  1.44it/s, loss=0.745, pair=0.000, adv=4.224, sprd=0.019]
Ep 059/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:34,  1.50it/s, loss=0.745, pair=0.000, adv=4.224, sprd=0.019]
Ep 059/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:34,  1.50it/s, loss=0.775, pair=0.004, adv=4.149, sprd=0.029]
Ep 059/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:43,  1.42it/s, loss=0.775, pair=0.004, adv=4.149, sprd=0.029]
Ep 059/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:43,  1.42it/s, loss=0.736, pair=0.000, adv=3.942, sprd=0.020]
Ep 059/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.49it/s, loss=0.736, pair=0.000, adv=3.942, sprd=0.020]
Ep 059/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:34,  1.49it/s, loss=0.743, pair=0.000, adv=4.072, sprd=0.020]
Ep 059/60 [S3:+sens]:  31%|▌ | 103/333 [01:10<02:37,  1.46it/s, loss=0.743, pair=0.000, adv=4.072, sprd=0.020]
Ep 059/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:37,  1.46it/s, loss=0.760, pair=0.000, adv=4.244, sprd=0.024]
Ep 059/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:31,  1.51it/s, loss=0.760, pair=0.000, adv=4.244, sprd=0.024]
Ep 059/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:31,  1.51it/s, loss=0.763, pair=0.003, adv=4.224, sprd=0.027]
Ep 059/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:40,  1.42it/s, loss=0.763, pair=0.003, adv=4.224, sprd=0.027]
Ep 059/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:40,  1.42it/s, loss=0.750, pair=0.000, adv=4.081, sprd=0.024]
Ep 059/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:33,  1.48it/s, loss=0.750, pair=0.000, adv=4.081, sprd=0.024]
Ep 059/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:33,  1.48it/s, loss=0.752, pair=0.000, adv=4.491, sprd=0.023]
Ep 059/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:37,  1.43it/s, loss=0.752, pair=0.000, adv=4.491, sprd=0.023]
Ep 059/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:37,  1.43it/s, loss=0.720, pair=0.000, adv=4.214, sprd=0.016]
Ep 059/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:28,  1.52it/s, loss=0.720, pair=0.000, adv=4.214, sprd=0.016]
Ep 059/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:28,  1.52it/s, loss=0.771, pair=0.000, adv=4.261, sprd=0.030]
Ep 059/60 [S3:+sens]:  33%|▋ | 109/333 [01:14<02:34,  1.45it/s, loss=0.771, pair=0.000, adv=4.261, sprd=0.030]
Ep 059/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:34,  1.45it/s, loss=0.767, pair=0.003, adv=4.441, sprd=0.026]
Ep 059/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:28,  1.50it/s, loss=0.767, pair=0.003, adv=4.441, sprd=0.026]
Ep 059/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:28,  1.50it/s, loss=0.742, pair=0.000, adv=4.177, sprd=0.022]
Ep 059/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:33,  1.44it/s, loss=0.742, pair=0.000, adv=4.177, sprd=0.022]
Ep 059/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:33,  1.44it/s, loss=0.738, pair=0.003, adv=4.388, sprd=0.018]
Ep 059/60 [S3:+sens]:  34%|▋ | 112/333 [01:16<02:25,  1.52it/s, loss=0.738, pair=0.003, adv=4.388, sprd=0.018]
Ep 059/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:25,  1.52it/s, loss=0.764, pair=0.006, adv=4.087, sprd=0.026]
Ep 059/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:33,  1.43it/s, loss=0.764, pair=0.006, adv=4.087, sprd=0.026]
Ep 059/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:33,  1.43it/s, loss=0.733, pair=0.003, adv=3.895, sprd=0.018]
Ep 059/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:24,  1.52it/s, loss=0.733, pair=0.003, adv=3.895, sprd=0.018]
Ep 059/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:24,  1.52it/s, loss=0.752, pair=0.003, adv=4.390, sprd=0.023]
Ep 059/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:28,  1.47it/s, loss=0.752, pair=0.003, adv=4.390, sprd=0.023]
Ep 059/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:28,  1.47it/s, loss=0.744, pair=0.000, adv=4.327, sprd=0.021]
Ep 059/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:20,  1.54it/s, loss=0.744, pair=0.000, adv=4.327, sprd=0.021]
Ep 059/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:20,  1.54it/s, loss=0.748, pair=0.000, adv=4.173, sprd=0.022]
Ep 059/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:27,  1.46it/s, loss=0.748, pair=0.000, adv=4.173, sprd=0.022]
Ep 059/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:27,  1.46it/s, loss=0.740, pair=0.000, adv=4.452, sprd=0.022]
Ep 059/60 [S3:+sens]:  35%|▋ | 118/333 [01:20<02:20,  1.53it/s, loss=0.740, pair=0.000, adv=4.452, sprd=0.022]
Ep 059/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:20,  1.53it/s, loss=0.761, pair=0.000, adv=3.972, sprd=0.024]
Ep 059/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:27,  1.46it/s, loss=0.761, pair=0.000, adv=3.972, sprd=0.024]
Ep 059/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:27,  1.46it/s, loss=0.754, pair=0.000, adv=4.337, sprd=0.024]
Ep 059/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:21,  1.51it/s, loss=0.754, pair=0.000, adv=4.337, sprd=0.024]
Ep 059/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:21,  1.51it/s, loss=0.729, pair=0.007, adv=4.016, sprd=0.016]
Ep 059/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:23,  1.47it/s, loss=0.729, pair=0.007, adv=4.016, sprd=0.016]
Ep 059/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:23,  1.47it/s, loss=0.744, pair=0.000, adv=4.323, sprd=0.022]
Ep 059/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:18,  1.52it/s, loss=0.744, pair=0.000, adv=4.323, sprd=0.022]
Ep 059/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:18,  1.52it/s, loss=0.740, pair=0.000, adv=4.113, sprd=0.021]
Ep 059/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:28,  1.41it/s, loss=0.740, pair=0.000, adv=4.113, sprd=0.021]
Ep 059/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:28,  1.41it/s, loss=0.766, pair=0.005, adv=3.821, sprd=0.026]
Ep 059/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:21,  1.48it/s, loss=0.766, pair=0.005, adv=3.821, sprd=0.026]
Ep 059/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:21,  1.48it/s, loss=0.733, pair=0.003, adv=3.788, sprd=0.017]
Ep 059/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:22,  1.46it/s, loss=0.733, pair=0.003, adv=3.788, sprd=0.017]
Ep 059/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:22,  1.46it/s, loss=0.755, pair=0.000, adv=4.552, sprd=0.025]
Ep 059/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:16,  1.52it/s, loss=0.755, pair=0.000, adv=4.552, sprd=0.025]
Ep 059/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:16,  1.52it/s, loss=0.755, pair=0.000, adv=4.271, sprd=0.024]
Ep 059/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:21,  1.45it/s, loss=0.755, pair=0.000, adv=4.271, sprd=0.024]
Ep 059/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:21,  1.45it/s, loss=0.750, pair=0.000, adv=3.913, sprd=0.024]
Ep 059/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:16,  1.51it/s, loss=0.750, pair=0.000, adv=3.913, sprd=0.024]
Ep 059/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:16,  1.51it/s, loss=0.783, pair=0.000, adv=3.982, sprd=0.029]
Ep 059/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:28,  1.37it/s, loss=0.783, pair=0.000, adv=3.982, sprd=0.029]
Ep 059/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:28,  1.37it/s, loss=0.742, pair=0.000, adv=4.169, sprd=0.021]
Ep 059/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:19,  1.46it/s, loss=0.742, pair=0.000, adv=4.169, sprd=0.021]
Ep 059/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:19,  1.46it/s, loss=0.730, pair=0.000, adv=4.080, sprd=0.019]
Ep 059/60 [S3:+sens]:  39%|▊ | 131/333 [01:29<02:22,  1.42it/s, loss=0.730, pair=0.000, adv=4.080, sprd=0.019]
Ep 059/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:22,  1.42it/s, loss=0.762, pair=0.000, adv=4.523, sprd=0.026]
Ep 059/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:16,  1.48it/s, loss=0.762, pair=0.000, adv=4.523, sprd=0.026]
Ep 059/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:16,  1.48it/s, loss=0.737, pair=0.000, adv=4.056, sprd=0.020]
Ep 059/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:18,  1.44it/s, loss=0.737, pair=0.000, adv=4.056, sprd=0.020]
Ep 059/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:18,  1.44it/s, loss=0.744, pair=0.000, adv=4.144, sprd=0.022]
Ep 059/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:12,  1.50it/s, loss=0.744, pair=0.000, adv=4.144, sprd=0.022]
Ep 059/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:12,  1.50it/s, loss=0.745, pair=0.000, adv=4.174, sprd=0.022]
Ep 059/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:16,  1.45it/s, loss=0.745, pair=0.000, adv=4.174, sprd=0.022]
Ep 059/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.45it/s, loss=0.742, pair=0.000, adv=3.938, sprd=0.022]
Ep 059/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:11,  1.50it/s, loss=0.742, pair=0.000, adv=3.938, sprd=0.022]
Ep 059/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:11,  1.50it/s, loss=0.750, pair=0.003, adv=4.262, sprd=0.023]
Ep 059/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:16,  1.44it/s, loss=0.750, pair=0.003, adv=4.262, sprd=0.023]
Ep 059/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:16,  1.44it/s, loss=0.749, pair=0.000, adv=4.442, sprd=0.023]
Ep 059/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:09,  1.50it/s, loss=0.749, pair=0.000, adv=4.442, sprd=0.023]
Ep 059/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:09,  1.50it/s, loss=0.742, pair=0.000, adv=4.164, sprd=0.020]
Ep 059/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:15,  1.43it/s, loss=0.742, pair=0.000, adv=4.164, sprd=0.020]
Ep 059/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:15,  1.43it/s, loss=0.761, pair=0.000, adv=4.270, sprd=0.026]
Ep 059/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.48it/s, loss=0.761, pair=0.000, adv=4.270, sprd=0.026]
Ep 059/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:09,  1.48it/s, loss=0.806, pair=0.000, adv=4.102, sprd=0.018]
Ep 059/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:14,  1.42it/s, loss=0.806, pair=0.000, adv=4.102, sprd=0.018]
Ep 059/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:14,  1.42it/s, loss=0.755, pair=0.004, adv=4.253, sprd=0.024]
Ep 059/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:07,  1.49it/s, loss=0.755, pair=0.004, adv=4.253, sprd=0.024]
Ep 059/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:07,  1.49it/s, loss=0.737, pair=0.000, adv=4.367, sprd=0.020]
Ep 059/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:14,  1.42it/s, loss=0.737, pair=0.000, adv=4.367, sprd=0.020]
Ep 059/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:14,  1.42it/s, loss=0.765, pair=0.000, adv=4.299, sprd=0.026]
Ep 059/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:07,  1.48it/s, loss=0.765, pair=0.000, adv=4.299, sprd=0.026]
Ep 059/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:07,  1.48it/s, loss=0.744, pair=0.001, adv=4.121, sprd=0.022]
Ep 059/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:09,  1.45it/s, loss=0.744, pair=0.001, adv=4.121, sprd=0.022]
Ep 059/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:09,  1.45it/s, loss=0.741, pair=0.000, adv=4.107, sprd=0.021]
Ep 059/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:03,  1.51it/s, loss=0.741, pair=0.000, adv=4.107, sprd=0.021]
Ep 059/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:03,  1.51it/s, loss=0.752, pair=0.000, adv=4.040, sprd=0.023]
Ep 059/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:09,  1.44it/s, loss=0.752, pair=0.000, adv=4.040, sprd=0.023]
Ep 059/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:09,  1.44it/s, loss=0.755, pair=0.000, adv=3.984, sprd=0.025]
Ep 059/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:03,  1.50it/s, loss=0.755, pair=0.000, adv=3.984, sprd=0.025]
Ep 059/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:03,  1.50it/s, loss=0.744, pair=0.000, adv=4.124, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:09,  1.42it/s, loss=0.744, pair=0.000, adv=4.124, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:09,  1.42it/s, loss=0.747, pair=0.002, adv=4.020, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<02:02,  1.50it/s, loss=0.747, pair=0.002, adv=4.020, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:02,  1.50it/s, loss=0.806, pair=0.000, adv=3.879, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:04,  1.46it/s, loss=0.806, pair=0.000, adv=3.879, sprd=0.021]
Ep 059/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:04,  1.46it/s, loss=0.737, pair=0.000, adv=4.359, sprd=0.020]
Ep 059/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<01:57,  1.54it/s, loss=0.737, pair=0.000, adv=4.359, sprd=0.020]
Ep 059/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<01:57,  1.54it/s, loss=0.737, pair=0.000, adv=4.057, sprd=0.019]
Ep 059/60 [S3:+sens]:  46%|▉ | 153/333 [01:44<02:03,  1.46it/s, loss=0.737, pair=0.000, adv=4.057, sprd=0.019]
Ep 059/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:03,  1.46it/s, loss=0.745, pair=0.000, adv=4.255, sprd=0.022]
Ep 059/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:57,  1.52it/s, loss=0.745, pair=0.000, adv=4.255, sprd=0.022]
Ep 059/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:57,  1.52it/s, loss=0.750, pair=0.000, adv=3.947, sprd=0.024]
Ep 059/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:03,  1.44it/s, loss=0.750, pair=0.000, adv=3.947, sprd=0.024]
Ep 059/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:03,  1.44it/s, loss=0.747, pair=0.000, adv=4.119, sprd=0.022]
Ep 059/60 [S3:+sens]:  47%|▉ | 156/333 [01:46<01:58,  1.50it/s, loss=0.747, pair=0.000, adv=4.119, sprd=0.022]
Ep 059/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:58,  1.50it/s, loss=0.775, pair=0.000, adv=4.104, sprd=0.028]
Ep 059/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:04,  1.41it/s, loss=0.775, pair=0.000, adv=4.104, sprd=0.028]
Ep 059/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:04,  1.41it/s, loss=0.734, pair=0.003, adv=4.203, sprd=0.020]
Ep 059/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:56,  1.50it/s, loss=0.734, pair=0.003, adv=4.203, sprd=0.020]
Ep 059/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:56,  1.50it/s, loss=0.741, pair=0.000, adv=4.061, sprd=0.021]
Ep 059/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.741, pair=0.000, adv=4.061, sprd=0.021]
Ep 059/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:02,  1.42it/s, loss=0.736, pair=0.002, adv=4.128, sprd=0.020]
Ep 059/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:55,  1.50it/s, loss=0.736, pair=0.002, adv=4.128, sprd=0.020]
Ep 059/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.762, pair=0.000, adv=4.269, sprd=0.025]
Ep 059/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:59,  1.43it/s, loss=0.762, pair=0.000, adv=4.269, sprd=0.025]
Ep 059/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<01:59,  1.43it/s, loss=0.729, pair=0.000, adv=4.107, sprd=0.017]
Ep 059/60 [S3:+sens]:  49%|▉ | 162/333 [01:50<01:53,  1.51it/s, loss=0.729, pair=0.000, adv=4.107, sprd=0.017]
Ep 059/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:53,  1.51it/s, loss=0.745, pair=0.000, adv=4.219, sprd=0.020]
Ep 059/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<02:00,  1.41it/s, loss=0.745, pair=0.000, adv=4.219, sprd=0.020]
Ep 059/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<02:00,  1.41it/s, loss=0.749, pair=0.003, adv=4.008, sprd=0.024]
Ep 059/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:52,  1.50it/s, loss=0.749, pair=0.003, adv=4.008, sprd=0.024]
Ep 059/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.50it/s, loss=0.757, pair=0.000, adv=4.145, sprd=0.025]
Ep 059/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.42it/s, loss=0.757, pair=0.000, adv=4.145, sprd=0.025]
Ep 059/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.42it/s, loss=0.760, pair=0.002, adv=3.800, sprd=0.026]
Ep 059/60 [S3:+sens]:  50%|▉ | 166/333 [01:53<01:52,  1.49it/s, loss=0.760, pair=0.002, adv=3.800, sprd=0.026]
Ep 059/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:52,  1.49it/s, loss=0.750, pair=0.003, adv=4.094, sprd=0.020]
Ep 059/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:56,  1.43it/s, loss=0.750, pair=0.003, adv=4.094, sprd=0.020]
Ep 059/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.43it/s, loss=0.737, pair=0.003, adv=4.354, sprd=0.020]
Ep 059/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.50it/s, loss=0.737, pair=0.003, adv=4.354, sprd=0.020]
Ep 059/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:49,  1.50it/s, loss=0.749, pair=0.000, adv=4.120, sprd=0.022]
Ep 059/60 [S3:+sens]:  51%|█ | 169/333 [01:55<01:54,  1.43it/s, loss=0.749, pair=0.000, adv=4.120, sprd=0.022]
Ep 059/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:54,  1.43it/s, loss=0.727, pair=0.001, adv=3.507, sprd=0.017]
Ep 059/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:46,  1.53it/s, loss=0.727, pair=0.001, adv=3.507, sprd=0.017]
Ep 059/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:46,  1.53it/s, loss=0.760, pair=0.000, adv=4.239, sprd=0.026]
Ep 059/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:51,  1.46it/s, loss=0.760, pair=0.000, adv=4.239, sprd=0.026]
Ep 059/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:51,  1.46it/s, loss=0.749, pair=0.003, adv=4.087, sprd=0.023]
Ep 059/60 [S3:+sens]:  52%|█ | 172/333 [01:57<01:46,  1.51it/s, loss=0.749, pair=0.003, adv=4.087, sprd=0.023]
Ep 059/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:46,  1.51it/s, loss=0.747, pair=0.003, adv=4.075, sprd=0.022]
Ep 059/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:50,  1.45it/s, loss=0.747, pair=0.003, adv=4.075, sprd=0.022]
Ep 059/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:50,  1.45it/s, loss=0.746, pair=0.000, adv=4.150, sprd=0.023]
Ep 059/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.51it/s, loss=0.746, pair=0.000, adv=4.150, sprd=0.023]
Ep 059/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:45,  1.51it/s, loss=0.743, pair=0.000, adv=4.602, sprd=0.021]
Ep 059/60 [S3:+sens]:  53%|█ | 175/333 [01:59<01:52,  1.41it/s, loss=0.743, pair=0.000, adv=4.602, sprd=0.021]
Ep 059/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:52,  1.41it/s, loss=0.782, pair=0.000, adv=3.877, sprd=0.032]
Ep 059/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:46,  1.47it/s, loss=0.782, pair=0.000, adv=3.877, sprd=0.032]
Ep 059/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.47it/s, loss=0.724, pair=0.000, adv=3.844, sprd=0.017]
Ep 059/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:48,  1.44it/s, loss=0.724, pair=0.000, adv=3.844, sprd=0.017]
Ep 059/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:48,  1.44it/s, loss=0.738, pair=0.005, adv=4.198, sprd=0.018]
Ep 059/60 [S3:+sens]:  53%|█ | 178/333 [02:01<01:42,  1.51it/s, loss=0.738, pair=0.005, adv=4.198, sprd=0.018]
Ep 059/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:42,  1.51it/s, loss=0.766, pair=0.000, adv=4.145, sprd=0.028]
Ep 059/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:47,  1.44it/s, loss=0.766, pair=0.000, adv=4.145, sprd=0.028]
Ep 059/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.44it/s, loss=0.735, pair=0.000, adv=4.110, sprd=0.020]
Ep 059/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:41,  1.50it/s, loss=0.735, pair=0.000, adv=4.110, sprd=0.020]
Ep 059/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:41,  1.50it/s, loss=0.742, pair=0.000, adv=4.409, sprd=0.021]
Ep 059/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:47,  1.41it/s, loss=0.742, pair=0.000, adv=4.409, sprd=0.021]
Ep 059/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:47,  1.41it/s, loss=0.764, pair=0.000, adv=3.821, sprd=0.026]
Ep 059/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:42,  1.48it/s, loss=0.764, pair=0.000, adv=3.821, sprd=0.026]
Ep 059/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:42,  1.48it/s, loss=0.851, pair=0.003, adv=4.192, sprd=0.030]
Ep 059/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.44it/s, loss=0.851, pair=0.003, adv=4.192, sprd=0.030]
Ep 059/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.44it/s, loss=0.731, pair=0.000, adv=3.746, sprd=0.019]
Ep 059/60 [S3:+sens]:  55%|█ | 184/333 [02:05<01:38,  1.51it/s, loss=0.731, pair=0.000, adv=3.746, sprd=0.019]
Ep 059/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:38,  1.51it/s, loss=0.739, pair=0.000, adv=3.821, sprd=0.022]
Ep 059/60 [S3:+sens]:  56%|█ | 185/333 [02:06<01:43,  1.42it/s, loss=0.739, pair=0.000, adv=3.821, sprd=0.022]
Ep 059/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.42it/s, loss=0.743, pair=0.004, adv=4.075, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:38,  1.49it/s, loss=0.743, pair=0.004, adv=4.075, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.742, pair=0.000, adv=4.115, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:41,  1.43it/s, loss=0.742, pair=0.000, adv=4.115, sprd=0.021]
Ep 059/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:41,  1.43it/s, loss=0.760, pair=0.000, adv=4.002, sprd=0.026]
Ep 059/60 [S3:+sens]:  56%|█▏| 188/333 [02:08<01:37,  1.49it/s, loss=0.760, pair=0.000, adv=4.002, sprd=0.026]
Ep 059/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:37,  1.49it/s, loss=0.829, pair=0.001, adv=4.327, sprd=0.026]
Ep 059/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:39,  1.44it/s, loss=0.829, pair=0.001, adv=4.327, sprd=0.026]
Ep 059/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:39,  1.44it/s, loss=0.726, pair=0.007, adv=3.685, sprd=0.016]
Ep 059/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:33,  1.54it/s, loss=0.726, pair=0.007, adv=3.685, sprd=0.016]
Ep 059/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:33,  1.54it/s, loss=0.813, pair=0.002, adv=4.461, sprd=0.022]
Ep 059/60 [S3:+sens]:  57%|█▏| 191/333 [02:10<01:35,  1.48it/s, loss=0.813, pair=0.002, adv=4.461, sprd=0.022]
Ep 059/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:35,  1.48it/s, loss=0.757, pair=0.002, adv=3.981, sprd=0.025]
Ep 059/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:31,  1.54it/s, loss=0.757, pair=0.002, adv=3.981, sprd=0.025]
Ep 059/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:31,  1.54it/s, loss=0.739, pair=0.000, adv=4.055, sprd=0.022]
Ep 059/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:35,  1.46it/s, loss=0.739, pair=0.000, adv=4.055, sprd=0.022]
Ep 059/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:35,  1.46it/s, loss=0.740, pair=0.000, adv=4.214, sprd=0.020]
Ep 059/60 [S3:+sens]:  58%|█▏| 194/333 [02:12<01:31,  1.52it/s, loss=0.740, pair=0.000, adv=4.214, sprd=0.020]
Ep 059/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.770, pair=0.000, adv=3.929, sprd=0.027]
Ep 059/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:35,  1.44it/s, loss=0.770, pair=0.000, adv=3.929, sprd=0.027]
Ep 059/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:35,  1.44it/s, loss=0.768, pair=0.000, adv=4.381, sprd=0.028]
Ep 059/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:32,  1.49it/s, loss=0.768, pair=0.000, adv=4.381, sprd=0.028]
Ep 059/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:32,  1.49it/s, loss=0.732, pair=0.002, adv=4.261, sprd=0.018]
Ep 059/60 [S3:+sens]:  59%|█▏| 197/333 [02:14<01:33,  1.46it/s, loss=0.732, pair=0.002, adv=4.261, sprd=0.018]
Ep 059/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:33,  1.46it/s, loss=0.740, pair=0.002, adv=4.096, sprd=0.020]
Ep 059/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:28,  1.53it/s, loss=0.740, pair=0.002, adv=4.096, sprd=0.020]
Ep 059/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:28,  1.53it/s, loss=0.766, pair=0.000, adv=4.519, sprd=0.027]
Ep 059/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:32,  1.45it/s, loss=0.766, pair=0.000, adv=4.519, sprd=0.027]
Ep 059/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:32,  1.45it/s, loss=0.730, pair=0.003, adv=3.786, sprd=0.016]
Ep 059/60 [S3:+sens]:  60%|█▏| 200/333 [02:16<01:26,  1.54it/s, loss=0.730, pair=0.003, adv=3.786, sprd=0.016]
Ep 059/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:26,  1.54it/s, loss=0.754, pair=0.003, adv=4.280, sprd=0.021]
Ep 059/60 [S3:+sens]:  60%|█▏| 201/333 [02:17<01:30,  1.46it/s, loss=0.754, pair=0.003, adv=4.280, sprd=0.021]
Ep 059/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:30,  1.46it/s, loss=0.745, pair=0.000, adv=4.328, sprd=0.021]
Ep 059/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:24,  1.55it/s, loss=0.745, pair=0.000, adv=4.328, sprd=0.021]
Ep 059/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:24,  1.55it/s, loss=0.748, pair=0.000, adv=3.988, sprd=0.021]
Ep 059/60 [S3:+sens]:  61%|█▏| 203/333 [02:18<01:29,  1.45it/s, loss=0.748, pair=0.000, adv=3.988, sprd=0.021]
Ep 059/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.45it/s, loss=0.735, pair=0.003, adv=3.896, sprd=0.020]
Ep 059/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:24,  1.52it/s, loss=0.735, pair=0.003, adv=3.896, sprd=0.020]
Ep 059/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:24,  1.52it/s, loss=0.780, pair=0.000, adv=4.388, sprd=0.031]
Ep 059/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:28,  1.45it/s, loss=0.780, pair=0.000, adv=4.388, sprd=0.031]
Ep 059/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:28,  1.45it/s, loss=0.732, pair=0.000, adv=4.303, sprd=0.020]
Ep 059/60 [S3:+sens]:  62%|█▏| 206/333 [02:20<01:23,  1.53it/s, loss=0.732, pair=0.000, adv=4.303, sprd=0.020]
Ep 059/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.53it/s, loss=0.723, pair=0.003, adv=4.246, sprd=0.017]
Ep 059/60 [S3:+sens]:  62%|█▏| 207/333 [02:21<01:25,  1.48it/s, loss=0.723, pair=0.003, adv=4.246, sprd=0.017]
Ep 059/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:25,  1.48it/s, loss=0.744, pair=0.000, adv=4.302, sprd=0.022]
Ep 059/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:21,  1.53it/s, loss=0.744, pair=0.000, adv=4.302, sprd=0.022]
Ep 059/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:21,  1.53it/s, loss=0.789, pair=0.002, adv=4.057, sprd=0.017]
Ep 059/60 [S3:+sens]:  63%|█▎| 209/333 [02:22<01:23,  1.48it/s, loss=0.789, pair=0.002, adv=4.057, sprd=0.017]
Ep 059/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:23,  1.48it/s, loss=0.774, pair=0.000, adv=4.261, sprd=0.029]
Ep 059/60 [S3:+sens]:  63%|█▎| 210/333 [02:23<01:21,  1.51it/s, loss=0.774, pair=0.000, adv=4.261, sprd=0.029]
Ep 059/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.51it/s, loss=0.742, pair=0.000, adv=4.026, sprd=0.021]
Ep 059/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:24,  1.44it/s, loss=0.742, pair=0.000, adv=4.026, sprd=0.021]
Ep 059/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:24,  1.44it/s, loss=0.765, pair=0.000, adv=4.220, sprd=0.026]
Ep 059/60 [S3:+sens]:  64%|█▎| 212/333 [02:24<01:21,  1.49it/s, loss=0.765, pair=0.000, adv=4.220, sprd=0.026]
Ep 059/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.753, pair=0.007, adv=4.098, sprd=0.022]
Ep 059/60 [S3:+sens]:  64%|█▎| 213/333 [02:25<01:21,  1.47it/s, loss=0.753, pair=0.007, adv=4.098, sprd=0.022]
Ep 059/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:21,  1.47it/s, loss=0.723, pair=0.004, adv=3.666, sprd=0.015]
Ep 059/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:17,  1.53it/s, loss=0.723, pair=0.004, adv=3.666, sprd=0.015]
Ep 059/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:17,  1.53it/s, loss=0.764, pair=0.000, adv=3.946, sprd=0.025]
Ep 059/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:25,  1.39it/s, loss=0.764, pair=0.000, adv=3.946, sprd=0.025]
Ep 059/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:25,  1.39it/s, loss=0.745, pair=0.001, adv=3.999, sprd=0.022]
Ep 059/60 [S3:+sens]:  65%|█▎| 216/333 [02:27<01:19,  1.47it/s, loss=0.745, pair=0.001, adv=3.999, sprd=0.022]
Ep 059/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:19,  1.47it/s, loss=0.753, pair=0.000, adv=4.141, sprd=0.025]
Ep 059/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:21,  1.42it/s, loss=0.753, pair=0.000, adv=4.141, sprd=0.025]
Ep 059/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:21,  1.42it/s, loss=0.735, pair=0.000, adv=4.166, sprd=0.019]
Ep 059/60 [S3:+sens]:  65%|█▎| 218/333 [02:28<01:15,  1.51it/s, loss=0.735, pair=0.000, adv=4.166, sprd=0.019]
Ep 059/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:15,  1.51it/s, loss=0.736, pair=0.000, adv=3.984, sprd=0.021]
Ep 059/60 [S3:+sens]:  66%|█▎| 219/333 [02:29<01:17,  1.47it/s, loss=0.736, pair=0.000, adv=3.984, sprd=0.021]
Ep 059/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:17,  1.47it/s, loss=0.738, pair=0.000, adv=3.844, sprd=0.020]
Ep 059/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:13,  1.54it/s, loss=0.738, pair=0.000, adv=3.844, sprd=0.020]
Ep 059/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:13,  1.54it/s, loss=0.752, pair=0.000, adv=4.000, sprd=0.019]
Ep 059/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:16,  1.46it/s, loss=0.752, pair=0.000, adv=4.000, sprd=0.019]
Ep 059/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:16,  1.46it/s, loss=0.745, pair=0.000, adv=3.802, sprd=0.022]
Ep 059/60 [S3:+sens]:  67%|█▎| 222/333 [02:31<01:12,  1.52it/s, loss=0.745, pair=0.000, adv=3.802, sprd=0.022]
Ep 059/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:12,  1.52it/s, loss=0.743, pair=0.000, adv=4.200, sprd=0.020]
Ep 059/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:15,  1.46it/s, loss=0.743, pair=0.000, adv=4.200, sprd=0.020]
Ep 059/60 [S3:+sens]:  67%|█▎| 223/333 [02:32<01:15,  1.46it/s, loss=0.737, pair=0.000, adv=4.105, sprd=0.021]
Ep 059/60 [S3:+sens]:  67%|█▎| 224/333 [02:32<01:12,  1.51it/s, loss=0.737, pair=0.000, adv=4.105, sprd=0.021]
Ep 059/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:12,  1.51it/s, loss=0.817, pair=0.000, adv=4.336, sprd=0.022]
Ep 059/60 [S3:+sens]:  68%|█▎| 225/333 [02:33<01:15,  1.44it/s, loss=0.817, pair=0.000, adv=4.336, sprd=0.022]
Ep 059/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:15,  1.44it/s, loss=0.748, pair=0.000, adv=3.715, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 226/333 [02:34<01:11,  1.50it/s, loss=0.748, pair=0.000, adv=3.715, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:11,  1.50it/s, loss=0.741, pair=0.001, adv=4.058, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:13,  1.44it/s, loss=0.741, pair=0.001, adv=4.058, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:13,  1.44it/s, loss=0.745, pair=0.000, adv=4.142, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 228/333 [02:35<01:09,  1.51it/s, loss=0.745, pair=0.000, adv=4.142, sprd=0.021]
Ep 059/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:09,  1.51it/s, loss=0.760, pair=0.000, adv=4.543, sprd=0.025]
Ep 059/60 [S3:+sens]:  69%|█▍| 229/333 [02:36<01:14,  1.40it/s, loss=0.760, pair=0.000, adv=4.543, sprd=0.025]
Ep 059/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:14,  1.40it/s, loss=0.736, pair=0.003, adv=3.927, sprd=0.018]
Ep 059/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.50it/s, loss=0.736, pair=0.003, adv=3.927, sprd=0.018]
Ep 059/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.50it/s, loss=0.749, pair=0.008, adv=4.421, sprd=0.024]
Ep 059/60 [S3:+sens]:  69%|█▍| 231/333 [02:37<01:10,  1.45it/s, loss=0.749, pair=0.008, adv=4.421, sprd=0.024]
Ep 059/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:10,  1.45it/s, loss=0.748, pair=0.000, adv=4.133, sprd=0.022]
Ep 059/60 [S3:+sens]:  70%|█▍| 232/333 [02:38<01:06,  1.51it/s, loss=0.748, pair=0.000, adv=4.133, sprd=0.022]
Ep 059/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:06,  1.51it/s, loss=0.754, pair=0.005, adv=4.764, sprd=0.023]
Ep 059/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.45it/s, loss=0.754, pair=0.005, adv=4.764, sprd=0.023]
Ep 059/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.45it/s, loss=0.756, pair=0.005, adv=4.039, sprd=0.023]
Ep 059/60 [S3:+sens]:  70%|█▍| 234/333 [02:39<01:04,  1.53it/s, loss=0.756, pair=0.005, adv=4.039, sprd=0.023]
Ep 059/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:04,  1.53it/s, loss=0.745, pair=0.000, adv=3.777, sprd=0.022]
Ep 059/60 [S3:+sens]:  71%|█▍| 235/333 [02:40<01:08,  1.43it/s, loss=0.745, pair=0.000, adv=3.777, sprd=0.022]
Ep 059/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:08,  1.43it/s, loss=0.764, pair=0.000, adv=4.406, sprd=0.026]
Ep 059/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:05,  1.49it/s, loss=0.764, pair=0.000, adv=4.406, sprd=0.026]
Ep 059/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:05,  1.49it/s, loss=0.734, pair=0.004, adv=4.151, sprd=0.017]
Ep 059/60 [S3:+sens]:  71%|█▍| 237/333 [02:41<01:06,  1.44it/s, loss=0.734, pair=0.004, adv=4.151, sprd=0.017]
Ep 059/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:06,  1.44it/s, loss=0.717, pair=0.006, adv=3.891, sprd=0.014]
Ep 059/60 [S3:+sens]:  71%|█▍| 238/333 [02:42<01:01,  1.55it/s, loss=0.717, pair=0.006, adv=3.891, sprd=0.014]
Ep 059/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:01,  1.55it/s, loss=0.759, pair=0.003, adv=4.057, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 239/333 [02:43<01:04,  1.47it/s, loss=0.759, pair=0.003, adv=4.057, sprd=0.025]
Ep 059/60 [S3:+sens]:  72%|█▍| 239/333 [02:43<01:04,  1.47it/s, loss=0.761, pair=0.000, adv=4.052, sprd=0.026]
Ep 059/60 [S3:+sens]:  72%|█▍| 240/333 [02:43<01:01,  1.52it/s, loss=0.761, pair=0.000, adv=4.052, sprd=0.026]
Ep 059/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:01,  1.52it/s, loss=0.767, pair=0.003, adv=4.298, sprd=0.026]
Ep 059/60 [S3:+sens]:  72%|█▍| 241/333 [02:44<01:04,  1.43it/s, loss=0.767, pair=0.003, adv=4.298, sprd=0.026]
Ep 059/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.43it/s, loss=0.741, pair=0.004, adv=4.172, sprd=0.020]
Ep 059/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<01:00,  1.51it/s, loss=0.741, pair=0.004, adv=4.172, sprd=0.020]
Ep 059/60 [S3:+sens]:  73%|█▍| 242/333 [02:45<01:00,  1.51it/s, loss=0.759, pair=0.000, adv=4.349, sprd=0.024]
Ep 059/60 [S3:+sens]:  73%|█▍| 243/333 [02:45<01:03,  1.42it/s, loss=0.759, pair=0.000, adv=4.349, sprd=0.024]
Ep 059/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:03,  1.42it/s, loss=0.753, pair=0.000, adv=3.879, sprd=0.024]
Ep 059/60 [S3:+sens]:  73%|█▍| 244/333 [02:46<01:00,  1.48it/s, loss=0.753, pair=0.000, adv=3.879, sprd=0.024]
Ep 059/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<01:00,  1.48it/s, loss=0.746, pair=0.005, adv=4.253, sprd=0.021]
Ep 059/60 [S3:+sens]:  74%|█▍| 245/333 [02:47<01:00,  1.45it/s, loss=0.746, pair=0.005, adv=4.253, sprd=0.021]
Ep 059/60 [S3:+sens]:  74%|█▍| 245/333 [02:47<01:00,  1.45it/s, loss=0.754, pair=0.008, adv=3.859, sprd=0.024]
Ep 059/60 [S3:+sens]:  74%|█▍| 246/333 [02:47<00:57,  1.51it/s, loss=0.754, pair=0.008, adv=3.859, sprd=0.024]
Ep 059/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:57,  1.51it/s, loss=0.741, pair=0.008, adv=3.902, sprd=0.019]
Ep 059/60 [S3:+sens]:  74%|█▍| 247/333 [02:48<00:59,  1.44it/s, loss=0.741, pair=0.008, adv=3.902, sprd=0.019]
Ep 059/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.740, pair=0.001, adv=3.914, sprd=0.020]
Ep 059/60 [S3:+sens]:  74%|█▍| 248/333 [02:49<00:56,  1.51it/s, loss=0.740, pair=0.001, adv=3.914, sprd=0.020]
Ep 059/60 [S3:+sens]:  74%|█▍| 248/333 [02:49<00:56,  1.51it/s, loss=0.744, pair=0.002, adv=4.208, sprd=0.022]
Ep 059/60 [S3:+sens]:  75%|█▍| 249/333 [02:49<00:57,  1.45it/s, loss=0.744, pair=0.002, adv=4.208, sprd=0.022]
Ep 059/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:57,  1.45it/s, loss=0.736, pair=0.000, adv=4.034, sprd=0.020]
Ep 059/60 [S3:+sens]:  75%|█▌| 250/333 [02:50<00:54,  1.53it/s, loss=0.736, pair=0.000, adv=4.034, sprd=0.020]
Ep 059/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.53it/s, loss=0.727, pair=0.000, adv=3.982, sprd=0.018]
Ep 059/60 [S3:+sens]:  75%|█▌| 251/333 [02:51<00:56,  1.45it/s, loss=0.727, pair=0.000, adv=3.982, sprd=0.018]
Ep 059/60 [S3:+sens]:  75%|█▌| 251/333 [02:51<00:56,  1.45it/s, loss=0.743, pair=0.001, adv=3.929, sprd=0.022]
Ep 059/60 [S3:+sens]:  76%|█▌| 252/333 [02:51<00:53,  1.52it/s, loss=0.743, pair=0.001, adv=3.929, sprd=0.022]
Ep 059/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:53,  1.52it/s, loss=0.772, pair=0.000, adv=3.996, sprd=0.029]
Ep 059/60 [S3:+sens]:  76%|█▌| 253/333 [02:52<00:55,  1.44it/s, loss=0.772, pair=0.000, adv=3.996, sprd=0.029]
Ep 059/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.44it/s, loss=0.764, pair=0.000, adv=4.287, sprd=0.027]
Ep 059/60 [S3:+sens]:  76%|█▌| 254/333 [02:53<00:53,  1.49it/s, loss=0.764, pair=0.000, adv=4.287, sprd=0.027]
Ep 059/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:53,  1.49it/s, loss=0.766, pair=0.000, adv=4.446, sprd=0.027]
Ep 059/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:54,  1.44it/s, loss=0.766, pair=0.000, adv=4.446, sprd=0.027]
Ep 059/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:54,  1.44it/s, loss=0.768, pair=0.000, adv=4.134, sprd=0.028]
Ep 059/60 [S3:+sens]:  77%|█▌| 256/333 [02:54<00:51,  1.49it/s, loss=0.768, pair=0.000, adv=4.134, sprd=0.028]
Ep 059/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.49it/s, loss=0.749, pair=0.000, adv=3.855, sprd=0.022]
Ep 059/60 [S3:+sens]:  77%|█▌| 257/333 [02:55<00:52,  1.44it/s, loss=0.749, pair=0.000, adv=3.855, sprd=0.022]
Ep 059/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:52,  1.44it/s, loss=0.750, pair=0.000, adv=4.056, sprd=0.023]
Ep 059/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.49it/s, loss=0.750, pair=0.000, adv=4.056, sprd=0.023]
Ep 059/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.49it/s, loss=0.745, pair=0.000, adv=3.977, sprd=0.023]
Ep 059/60 [S3:+sens]:  78%|█▌| 259/333 [02:56<00:51,  1.43it/s, loss=0.745, pair=0.000, adv=3.977, sprd=0.023]
Ep 059/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.43it/s, loss=0.737, pair=0.000, adv=3.969, sprd=0.020]
Ep 059/60 [S3:+sens]:  78%|█▌| 260/333 [02:57<00:48,  1.50it/s, loss=0.737, pair=0.000, adv=3.969, sprd=0.020]
Ep 059/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.50it/s, loss=0.754, pair=0.000, adv=4.041, sprd=0.024]
Ep 059/60 [S3:+sens]:  78%|█▌| 261/333 [02:58<00:50,  1.43it/s, loss=0.754, pair=0.000, adv=4.041, sprd=0.024]
Ep 059/60 [S3:+sens]:  78%|█▌| 261/333 [02:58<00:50,  1.43it/s, loss=0.753, pair=0.000, adv=4.093, sprd=0.023]
Ep 059/60 [S3:+sens]:  79%|█▌| 262/333 [02:58<00:47,  1.49it/s, loss=0.753, pair=0.000, adv=4.093, sprd=0.023]
Ep 059/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:47,  1.49it/s, loss=0.754, pair=0.000, adv=4.310, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 263/333 [02:59<00:49,  1.43it/s, loss=0.754, pair=0.000, adv=4.310, sprd=0.022]
Ep 059/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:49,  1.43it/s, loss=0.733, pair=0.000, adv=3.810, sprd=0.020]
Ep 059/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:45,  1.52it/s, loss=0.733, pair=0.000, adv=3.810, sprd=0.020]
Ep 059/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:45,  1.52it/s, loss=0.741, pair=0.000, adv=3.824, sprd=0.021]
Ep 059/60 [S3:+sens]:  80%|█▌| 265/333 [03:00<00:47,  1.44it/s, loss=0.741, pair=0.000, adv=3.824, sprd=0.021]
Ep 059/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:47,  1.44it/s, loss=0.737, pair=0.000, adv=4.075, sprd=0.020]
Ep 059/60 [S3:+sens]:  80%|█▌| 266/333 [03:01<00:44,  1.52it/s, loss=0.737, pair=0.000, adv=4.075, sprd=0.020]
Ep 059/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.52it/s, loss=0.734, pair=0.000, adv=3.497, sprd=0.017]
Ep 059/60 [S3:+sens]:  80%|█▌| 267/333 [03:02<00:45,  1.45it/s, loss=0.734, pair=0.000, adv=3.497, sprd=0.017]
Ep 059/60 [S3:+sens]:  80%|█▌| 267/333 [03:02<00:45,  1.45it/s, loss=0.752, pair=0.000, adv=3.838, sprd=0.023]
Ep 059/60 [S3:+sens]:  80%|█▌| 268/333 [03:02<00:43,  1.51it/s, loss=0.752, pair=0.000, adv=3.838, sprd=0.023]
Ep 059/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.51it/s, loss=0.787, pair=0.000, adv=4.089, sprd=0.033]
Ep 059/60 [S3:+sens]:  81%|█▌| 269/333 [03:03<00:46,  1.38it/s, loss=0.787, pair=0.000, adv=4.089, sprd=0.033]
Ep 059/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:46,  1.38it/s, loss=0.780, pair=0.001, adv=4.090, sprd=0.029]
Ep 059/60 [S3:+sens]:  81%|█▌| 270/333 [03:04<00:43,  1.44it/s, loss=0.780, pair=0.001, adv=4.090, sprd=0.029]
Ep 059/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:43,  1.44it/s, loss=0.749, pair=0.000, adv=4.352, sprd=0.023]
Ep 059/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:45,  1.36it/s, loss=0.749, pair=0.000, adv=4.352, sprd=0.023]
Ep 059/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:45,  1.36it/s, loss=0.766, pair=0.000, adv=4.142, sprd=0.027]
Ep 059/60 [S3:+sens]:  82%|█▋| 272/333 [03:05<00:42,  1.44it/s, loss=0.766, pair=0.000, adv=4.142, sprd=0.027]
Ep 059/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:42,  1.44it/s, loss=0.815, pair=0.000, adv=4.257, sprd=0.021]
Ep 059/60 [S3:+sens]:  82%|█▋| 273/333 [03:06<00:42,  1.42it/s, loss=0.815, pair=0.000, adv=4.257, sprd=0.021]
Ep 059/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.42it/s, loss=0.768, pair=0.000, adv=3.897, sprd=0.029]
Ep 059/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.48it/s, loss=0.768, pair=0.000, adv=3.897, sprd=0.029]
Ep 059/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.48it/s, loss=0.735, pair=0.000, adv=3.867, sprd=0.019]
Ep 059/60 [S3:+sens]:  83%|█▋| 275/333 [03:07<00:40,  1.43it/s, loss=0.735, pair=0.000, adv=3.867, sprd=0.019]
Ep 059/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:40,  1.43it/s, loss=0.748, pair=0.000, adv=3.972, sprd=0.021]
Ep 059/60 [S3:+sens]:  83%|█▋| 276/333 [03:08<00:38,  1.50it/s, loss=0.748, pair=0.000, adv=3.972, sprd=0.021]
Ep 059/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.50it/s, loss=0.763, pair=0.000, adv=4.222, sprd=0.026]
Ep 059/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:39,  1.42it/s, loss=0.763, pair=0.000, adv=4.222, sprd=0.026]
Ep 059/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:39,  1.42it/s, loss=0.781, pair=0.000, adv=4.249, sprd=0.031]
Ep 059/60 [S3:+sens]:  83%|█▋| 278/333 [03:09<00:37,  1.48it/s, loss=0.781, pair=0.000, adv=4.249, sprd=0.031]
Ep 059/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:37,  1.48it/s, loss=0.768, pair=0.000, adv=4.189, sprd=0.026]
Ep 059/60 [S3:+sens]:  84%|█▋| 279/333 [03:10<00:39,  1.37it/s, loss=0.768, pair=0.000, adv=4.189, sprd=0.026]
Ep 059/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:39,  1.37it/s, loss=0.749, pair=0.002, adv=4.355, sprd=0.022]
Ep 059/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:36,  1.46it/s, loss=0.749, pair=0.002, adv=4.355, sprd=0.022]
Ep 059/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:36,  1.46it/s, loss=0.753, pair=0.000, adv=3.939, sprd=0.023]
Ep 059/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.41it/s, loss=0.753, pair=0.000, adv=3.939, sprd=0.023]
Ep 059/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.41it/s, loss=0.760, pair=0.002, adv=4.294, sprd=0.025]
Ep 059/60 [S3:+sens]:  85%|█▋| 282/333 [03:12<00:34,  1.47it/s, loss=0.760, pair=0.002, adv=4.294, sprd=0.025]
Ep 059/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.47it/s, loss=0.744, pair=0.000, adv=3.894, sprd=0.021]
Ep 059/60 [S3:+sens]:  85%|█▋| 283/333 [03:13<00:36,  1.36it/s, loss=0.744, pair=0.000, adv=3.894, sprd=0.021]
Ep 059/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:36,  1.36it/s, loss=0.767, pair=0.001, adv=4.208, sprd=0.027]
Ep 059/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:33,  1.44it/s, loss=0.767, pair=0.001, adv=4.208, sprd=0.027]
Ep 059/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:33,  1.44it/s, loss=0.741, pair=0.000, adv=4.101, sprd=0.022]
Ep 059/60 [S3:+sens]:  86%|█▋| 285/333 [03:14<00:33,  1.42it/s, loss=0.741, pair=0.000, adv=4.101, sprd=0.022]
Ep 059/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.42it/s, loss=0.781, pair=0.001, adv=3.744, sprd=0.030]
Ep 059/60 [S3:+sens]:  86%|█▋| 286/333 [03:15<00:31,  1.47it/s, loss=0.781, pair=0.001, adv=3.744, sprd=0.030]
Ep 059/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.47it/s, loss=0.741, pair=0.007, adv=4.020, sprd=0.019]
Ep 059/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.43it/s, loss=0.741, pair=0.007, adv=4.020, sprd=0.019]
Ep 059/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.43it/s, loss=0.741, pair=0.006, adv=4.283, sprd=0.020]
Ep 059/60 [S3:+sens]:  86%|█▋| 288/333 [03:16<00:29,  1.52it/s, loss=0.741, pair=0.006, adv=4.283, sprd=0.020]
Ep 059/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:29,  1.52it/s, loss=0.750, pair=0.000, adv=4.128, sprd=0.021]
Ep 059/60 [S3:+sens]:  87%|█▋| 289/333 [03:17<00:30,  1.44it/s, loss=0.750, pair=0.000, adv=4.128, sprd=0.021]
Ep 059/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:30,  1.44it/s, loss=0.767, pair=0.001, adv=4.105, sprd=0.027]
Ep 059/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.48it/s, loss=0.767, pair=0.001, adv=4.105, sprd=0.027]
Ep 059/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:28,  1.48it/s, loss=0.743, pair=0.001, adv=3.813, sprd=0.021]
Ep 059/60 [S3:+sens]:  87%|█▋| 291/333 [03:18<00:29,  1.42it/s, loss=0.743, pair=0.001, adv=3.813, sprd=0.021]
Ep 059/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.42it/s, loss=0.738, pair=0.000, adv=3.641, sprd=0.020]
Ep 059/60 [S3:+sens]:  88%|█▊| 292/333 [03:19<00:27,  1.48it/s, loss=0.738, pair=0.000, adv=3.641, sprd=0.020]
Ep 059/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.48it/s, loss=0.813, pair=0.005, adv=4.191, sprd=0.020]
Ep 059/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:27,  1.46it/s, loss=0.813, pair=0.005, adv=4.191, sprd=0.020]
Ep 059/60 [S3:+sens]:  88%|█▊| 293/333 [03:20<00:27,  1.46it/s, loss=0.759, pair=0.000, adv=4.140, sprd=0.025]
Ep 059/60 [S3:+sens]:  88%|█▊| 294/333 [03:20<00:25,  1.51it/s, loss=0.759, pair=0.000, adv=4.140, sprd=0.025]
Ep 059/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.51it/s, loss=0.770, pair=0.000, adv=3.761, sprd=0.029]
Ep 059/60 [S3:+sens]:  89%|█▊| 295/333 [03:21<00:26,  1.45it/s, loss=0.770, pair=0.000, adv=3.761, sprd=0.029]
Ep 059/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.45it/s, loss=0.759, pair=0.000, adv=3.879, sprd=0.025]
Ep 059/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.51it/s, loss=0.759, pair=0.000, adv=3.879, sprd=0.025]
Ep 059/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.51it/s, loss=0.770, pair=0.000, adv=3.708, sprd=0.028]
Ep 059/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:26,  1.38it/s, loss=0.770, pair=0.000, adv=3.708, sprd=0.028]
Ep 059/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:26,  1.38it/s, loss=0.751, pair=0.000, adv=3.850, sprd=0.024]
Ep 059/60 [S3:+sens]:  89%|█▊| 298/333 [03:23<00:24,  1.45it/s, loss=0.751, pair=0.000, adv=3.850, sprd=0.024]
Ep 059/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:24,  1.45it/s, loss=0.739, pair=0.000, adv=4.044, sprd=0.020]
Ep 059/60 [S3:+sens]:  90%|█▊| 299/333 [03:24<00:24,  1.40it/s, loss=0.739, pair=0.000, adv=4.044, sprd=0.020]
Ep 059/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.40it/s, loss=0.749, pair=0.000, adv=3.896, sprd=0.023]
Ep 059/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.48it/s, loss=0.749, pair=0.000, adv=3.896, sprd=0.023]
Ep 059/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.48it/s, loss=0.756, pair=0.000, adv=4.358, sprd=0.022]
Ep 059/60 [S3:+sens]:  90%|█▊| 301/333 [03:25<00:22,  1.41it/s, loss=0.756, pair=0.000, adv=4.358, sprd=0.022]
Ep 059/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.41it/s, loss=0.738, pair=0.000, adv=3.871, sprd=0.021]
Ep 059/60 [S3:+sens]:  91%|█▊| 302/333 [03:26<00:20,  1.50it/s, loss=0.738, pair=0.000, adv=3.871, sprd=0.021]
Ep 059/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:20,  1.50it/s, loss=0.845, pair=0.001, adv=3.735, sprd=0.028]
Ep 059/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:21,  1.42it/s, loss=0.845, pair=0.001, adv=3.735, sprd=0.028]
Ep 059/60 [S3:+sens]:  91%|█▊| 303/333 [03:27<00:21,  1.42it/s, loss=0.738, pair=0.000, adv=4.186, sprd=0.020]
Ep 059/60 [S3:+sens]:  91%|█▊| 304/333 [03:27<00:19,  1.49it/s, loss=0.738, pair=0.000, adv=4.186, sprd=0.020]
Ep 059/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:19,  1.49it/s, loss=0.743, pair=0.000, adv=4.275, sprd=0.020]
Ep 059/60 [S3:+sens]:  92%|█▊| 305/333 [03:28<00:20,  1.38it/s, loss=0.743, pair=0.000, adv=4.275, sprd=0.020]
Ep 059/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:20,  1.38it/s, loss=0.786, pair=0.006, adv=3.942, sprd=0.030]
Ep 059/60 [S3:+sens]:  92%|█▊| 306/333 [03:29<00:18,  1.43it/s, loss=0.786, pair=0.006, adv=3.942, sprd=0.030]
Ep 059/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.43it/s, loss=0.750, pair=0.001, adv=4.118, sprd=0.024]
Ep 059/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.40it/s, loss=0.750, pair=0.001, adv=4.118, sprd=0.024]
Ep 059/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:18,  1.40it/s, loss=0.748, pair=0.001, adv=4.129, sprd=0.022]
Ep 059/60 [S3:+sens]:  92%|█▊| 308/333 [03:30<00:16,  1.47it/s, loss=0.748, pair=0.001, adv=4.129, sprd=0.022]
Ep 059/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:16,  1.47it/s, loss=0.745, pair=0.000, adv=4.243, sprd=0.021]
Ep 059/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.44it/s, loss=0.745, pair=0.000, adv=4.243, sprd=0.021]
Ep 059/60 [S3:+sens]:  93%|█▊| 309/333 [03:31<00:16,  1.44it/s, loss=0.763, pair=0.001, adv=4.224, sprd=0.025]
Ep 059/60 [S3:+sens]:  93%|█▊| 310/333 [03:31<00:15,  1.49it/s, loss=0.763, pair=0.001, adv=4.224, sprd=0.025]
Ep 059/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.49it/s, loss=0.749, pair=0.003, adv=4.178, sprd=0.021]
Ep 059/60 [S3:+sens]:  93%|█▊| 311/333 [03:32<00:15,  1.43it/s, loss=0.749, pair=0.003, adv=4.178, sprd=0.021]
Ep 059/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.43it/s, loss=0.749, pair=0.001, adv=3.779, sprd=0.021]
Ep 059/60 [S3:+sens]:  94%|█▊| 312/333 [03:33<00:14,  1.49it/s, loss=0.749, pair=0.001, adv=3.779, sprd=0.021]
Ep 059/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.49it/s, loss=0.755, pair=0.000, adv=4.235, sprd=0.024]
Ep 059/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.44it/s, loss=0.755, pair=0.000, adv=4.235, sprd=0.024]
Ep 059/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.44it/s, loss=0.729, pair=0.000, adv=3.969, sprd=0.017]
Ep 059/60 [S3:+sens]:  94%|█▉| 314/333 [03:34<00:12,  1.53it/s, loss=0.729, pair=0.000, adv=3.969, sprd=0.017]
Ep 059/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.53it/s, loss=0.739, pair=0.000, adv=4.068, sprd=0.020]
Ep 059/60 [S3:+sens]:  95%|█▉| 315/333 [03:35<00:12,  1.46it/s, loss=0.739, pair=0.000, adv=4.068, sprd=0.020]
Ep 059/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.46it/s, loss=0.769, pair=0.014, adv=4.408, sprd=0.026]
Ep 059/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.51it/s, loss=0.769, pair=0.014, adv=4.408, sprd=0.026]
Ep 059/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.51it/s, loss=0.730, pair=0.000, adv=3.817, sprd=0.017]
Ep 059/60 [S3:+sens]:  95%|█▉| 317/333 [03:36<00:10,  1.47it/s, loss=0.730, pair=0.000, adv=3.817, sprd=0.017]
Ep 059/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:10,  1.47it/s, loss=0.740, pair=0.000, adv=3.611, sprd=0.019]
Ep 059/60 [S3:+sens]:  95%|█▉| 318/333 [03:37<00:09,  1.54it/s, loss=0.740, pair=0.000, adv=3.611, sprd=0.019]
Ep 059/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:09,  1.54it/s, loss=0.758, pair=0.007, adv=4.163, sprd=0.026]
Ep 059/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.41it/s, loss=0.758, pair=0.007, adv=4.163, sprd=0.026]
Ep 059/60 [S3:+sens]:  96%|█▉| 319/333 [03:38<00:09,  1.41it/s, loss=0.751, pair=0.001, adv=3.986, sprd=0.023]
Ep 059/60 [S3:+sens]:  96%|█▉| 320/333 [03:38<00:08,  1.49it/s, loss=0.751, pair=0.001, adv=3.986, sprd=0.023]
Ep 059/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.49it/s, loss=0.754, pair=0.000, adv=4.458, sprd=0.024]
Ep 059/60 [S3:+sens]:  96%|█▉| 321/333 [03:39<00:08,  1.44it/s, loss=0.754, pair=0.000, adv=4.458, sprd=0.024]
Ep 059/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.730, pair=0.000, adv=3.873, sprd=0.018]
Ep 059/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.55it/s, loss=0.730, pair=0.000, adv=3.873, sprd=0.018]
Ep 059/60 [S3:+sens]:  97%|█▉| 322/333 [03:40<00:07,  1.55it/s, loss=0.726, pair=0.000, adv=4.363, sprd=0.017]
Ep 059/60 [S3:+sens]:  97%|█▉| 323/333 [03:40<00:06,  1.49it/s, loss=0.726, pair=0.000, adv=4.363, sprd=0.017]
Ep 059/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.49it/s, loss=0.739, pair=0.000, adv=3.804, sprd=0.021]
Ep 059/60 [S3:+sens]:  97%|█▉| 324/333 [03:41<00:05,  1.55it/s, loss=0.739, pair=0.000, adv=3.804, sprd=0.021]
Ep 059/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.55it/s, loss=0.736, pair=0.004, adv=4.219, sprd=0.021]
Ep 059/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.41it/s, loss=0.736, pair=0.004, adv=4.219, sprd=0.021]
Ep 059/60 [S3:+sens]:  98%|█▉| 325/333 [03:42<00:05,  1.41it/s, loss=0.768, pair=0.006, adv=3.861, sprd=0.027]
Ep 059/60 [S3:+sens]:  98%|█▉| 326/333 [03:42<00:04,  1.48it/s, loss=0.768, pair=0.006, adv=3.861, sprd=0.027]
Ep 059/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.48it/s, loss=0.755, pair=0.001, adv=4.149, sprd=0.025]
Ep 059/60 [S3:+sens]:  98%|█▉| 327/333 [03:43<00:04,  1.42it/s, loss=0.755, pair=0.001, adv=4.149, sprd=0.025]
Ep 059/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.42it/s, loss=0.742, pair=0.000, adv=4.106, sprd=0.021]
Ep 059/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.51it/s, loss=0.742, pair=0.000, adv=4.106, sprd=0.021]
Ep 059/60 [S3:+sens]:  98%|█▉| 328/333 [03:44<00:03,  1.51it/s, loss=0.756, pair=0.000, adv=4.080, sprd=0.024]
Ep 059/60 [S3:+sens]:  99%|█▉| 329/333 [03:44<00:02,  1.43it/s, loss=0.756, pair=0.000, adv=4.080, sprd=0.024]
Ep 059/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.43it/s, loss=0.766, pair=0.005, adv=3.934, sprd=0.025]
Ep 059/60 [S3:+sens]:  99%|█▉| 330/333 [03:45<00:02,  1.48it/s, loss=0.766, pair=0.005, adv=3.934, sprd=0.025]
Ep 059/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:02,  1.48it/s, loss=0.750, pair=0.000, adv=3.987, sprd=0.023]
Ep 059/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.43it/s, loss=0.750, pair=0.000, adv=3.987, sprd=0.023]
Ep 059/60 [S3:+sens]:  99%|█▉| 331/333 [03:46<00:01,  1.43it/s, loss=0.757, pair=0.000, adv=4.321, sprd=0.026]
Ep 059/60 [S3:+sens]: 100%|█▉| 332/333 [03:46<00:00,  1.50it/s, loss=0.757, pair=0.000, adv=4.321, sprd=0.026]
Ep 059/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.50it/s, loss=0.743, pair=0.000, adv=4.274, sprd=0.022]
Ep 059/60 [S3:+sens]: 100%|██| 333/333 [03:47<00:00,  1.44it/s, loss=0.743, pair=0.000, adv=4.274, sprd=0.022]
                                                                                                              
Epoch 059/60 [S3:+sens]  loss=0.7519  mat=0.3360  sens=1.0111  pair=0.0009  adv=4.1155(rand=3.37)  deg=0.0052  orth=0.0003  spread=0.0226  q_mean=50.8  q_std=16.7  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=5.26e-06  228s

Ep 060/60 [S3:+sens]:   0%|                                                           | 0/333 [00:00<?, ?it/s]
Ep 060/60 [S3:+sens]:   0%|            | 0/333 [00:01<?, ?it/s, loss=0.806, pair=0.000, adv=4.006, sprd=0.020]
Ep 060/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:07,  1.11s/it, loss=0.806, pair=0.000, adv=4.006, sprd=0.020]
Ep 060/60 [S3:+sens]:   0%|    | 1/333 [00:01<06:07,  1.11s/it, loss=0.753, pair=0.000, adv=3.979, sprd=0.022]
Ep 060/60 [S3:+sens]:   1%|    | 2/333 [00:01<04:25,  1.24it/s, loss=0.753, pair=0.000, adv=3.979, sprd=0.022]
Ep 060/60 [S3:+sens]:   1%|    | 2/333 [00:02<04:25,  1.24it/s, loss=0.743, pair=0.000, adv=4.016, sprd=0.020]
Ep 060/60 [S3:+sens]:   1%|    | 3/333 [00:02<04:20,  1.27it/s, loss=0.743, pair=0.000, adv=4.016, sprd=0.020]
Ep 060/60 [S3:+sens]:   1%|    | 3/333 [00:03<04:20,  1.27it/s, loss=0.754, pair=0.000, adv=4.078, sprd=0.024]
Ep 060/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:57,  1.39it/s, loss=0.754, pair=0.000, adv=4.078, sprd=0.024]
Ep 060/60 [S3:+sens]:   1%|    | 4/333 [00:03<03:57,  1.39it/s, loss=0.750, pair=0.000, adv=4.214, sprd=0.023]
Ep 060/60 [S3:+sens]:   2%|    | 5/333 [00:03<04:09,  1.31it/s, loss=0.750, pair=0.000, adv=4.214, sprd=0.023]
Ep 060/60 [S3:+sens]:   2%|    | 5/333 [00:04<04:09,  1.31it/s, loss=0.765, pair=0.003, adv=4.159, sprd=0.027]
Ep 060/60 [S3:+sens]:   2%|    | 6/333 [00:04<03:52,  1.41it/s, loss=0.765, pair=0.003, adv=4.159, sprd=0.027]
Ep 060/60 [S3:+sens]:   2%|    | 6/333 [00:05<03:52,  1.41it/s, loss=0.747, pair=0.000, adv=3.846, sprd=0.021]
Ep 060/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:53,  1.39it/s, loss=0.747, pair=0.000, adv=3.846, sprd=0.021]
Ep 060/60 [S3:+sens]:   2%|    | 7/333 [00:05<03:53,  1.39it/s, loss=0.734, pair=0.003, adv=3.896, sprd=0.018]
Ep 060/60 [S3:+sens]:   2%|    | 8/333 [00:05<03:40,  1.48it/s, loss=0.734, pair=0.003, adv=3.896, sprd=0.018]
Ep 060/60 [S3:+sens]:   2%|    | 8/333 [00:06<03:40,  1.48it/s, loss=0.790, pair=0.013, adv=4.145, sprd=0.032]
Ep 060/60 [S3:+sens]:   3%|    | 9/333 [00:06<03:49,  1.41it/s, loss=0.790, pair=0.013, adv=4.145, sprd=0.032]
Ep 060/60 [S3:+sens]:   3%|    | 9/333 [00:07<03:49,  1.41it/s, loss=0.787, pair=0.012, adv=4.179, sprd=0.030]
Ep 060/60 [S3:+sens]:   3%|   | 10/333 [00:07<03:40,  1.46it/s, loss=0.787, pair=0.012, adv=4.179, sprd=0.030]
Ep 060/60 [S3:+sens]:   3%|   | 10/333 [00:08<03:40,  1.46it/s, loss=0.808, pair=0.000, adv=3.928, sprd=0.020]
Ep 060/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.808, pair=0.000, adv=3.928, sprd=0.020]
Ep 060/60 [S3:+sens]:   3%|   | 11/333 [00:08<03:46,  1.42it/s, loss=0.737, pair=0.006, adv=4.041, sprd=0.018]
Ep 060/60 [S3:+sens]:   4%|   | 12/333 [00:08<03:30,  1.52it/s, loss=0.737, pair=0.006, adv=4.041, sprd=0.018]
Ep 060/60 [S3:+sens]:   4%|   | 12/333 [00:09<03:30,  1.52it/s, loss=0.734, pair=0.000, adv=3.809, sprd=0.018]
Ep 060/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.45it/s, loss=0.734, pair=0.000, adv=3.809, sprd=0.018]
Ep 060/60 [S3:+sens]:   4%|   | 13/333 [00:09<03:41,  1.45it/s, loss=0.739, pair=0.000, adv=3.800, sprd=0.021]
Ep 060/60 [S3:+sens]:   4%|▏  | 14/333 [00:09<03:28,  1.53it/s, loss=0.739, pair=0.000, adv=3.800, sprd=0.021]
Ep 060/60 [S3:+sens]:   4%|▏  | 14/333 [00:10<03:28,  1.53it/s, loss=0.772, pair=0.002, adv=4.037, sprd=0.028]
Ep 060/60 [S3:+sens]:   5%|▏  | 15/333 [00:10<03:40,  1.44it/s, loss=0.772, pair=0.002, adv=4.037, sprd=0.028]
Ep 060/60 [S3:+sens]:   5%|▏  | 15/333 [00:11<03:40,  1.44it/s, loss=0.782, pair=0.006, adv=3.929, sprd=0.030]
Ep 060/60 [S3:+sens]:   5%|▏  | 16/333 [00:11<03:33,  1.48it/s, loss=0.782, pair=0.006, adv=3.929, sprd=0.030]
Ep 060/60 [S3:+sens]:   5%|▏  | 16/333 [00:12<03:33,  1.48it/s, loss=0.761, pair=0.000, adv=4.317, sprd=0.025]
Ep 060/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:52,  1.36it/s, loss=0.761, pair=0.000, adv=4.317, sprd=0.025]
Ep 060/60 [S3:+sens]:   5%|▏  | 17/333 [00:12<03:52,  1.36it/s, loss=0.746, pair=0.000, adv=3.900, sprd=0.022]
Ep 060/60 [S3:+sens]:   5%|▏  | 18/333 [00:12<03:37,  1.45it/s, loss=0.746, pair=0.000, adv=3.900, sprd=0.022]
Ep 060/60 [S3:+sens]:   5%|▏  | 18/333 [00:13<03:37,  1.45it/s, loss=0.753, pair=0.000, adv=4.057, sprd=0.024]
Ep 060/60 [S3:+sens]:   6%|▏  | 19/333 [00:13<03:44,  1.40it/s, loss=0.753, pair=0.000, adv=4.057, sprd=0.024]
Ep 060/60 [S3:+sens]:   6%|▏  | 19/333 [00:14<03:44,  1.40it/s, loss=0.755, pair=0.000, adv=4.105, sprd=0.024]
Ep 060/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.755, pair=0.000, adv=4.105, sprd=0.024]
Ep 060/60 [S3:+sens]:   6%|▏  | 20/333 [00:14<03:31,  1.48it/s, loss=0.756, pair=0.000, adv=4.472, sprd=0.025]
Ep 060/60 [S3:+sens]:   6%|▏  | 21/333 [00:14<03:37,  1.44it/s, loss=0.756, pair=0.000, adv=4.472, sprd=0.025]
Ep 060/60 [S3:+sens]:   6%|▏  | 21/333 [00:15<03:37,  1.44it/s, loss=0.752, pair=0.000, adv=4.251, sprd=0.023]
Ep 060/60 [S3:+sens]:   7%|▏  | 22/333 [00:15<03:27,  1.50it/s, loss=0.752, pair=0.000, adv=4.251, sprd=0.023]
Ep 060/60 [S3:+sens]:   7%|▏  | 22/333 [00:16<03:27,  1.50it/s, loss=0.752, pair=0.000, adv=4.075, sprd=0.023]
Ep 060/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:34,  1.44it/s, loss=0.752, pair=0.000, adv=4.075, sprd=0.023]
Ep 060/60 [S3:+sens]:   7%|▏  | 23/333 [00:16<03:34,  1.44it/s, loss=0.739, pair=0.000, adv=3.660, sprd=0.020]
Ep 060/60 [S3:+sens]:   7%|▏  | 24/333 [00:16<03:24,  1.51it/s, loss=0.739, pair=0.000, adv=3.660, sprd=0.020]
Ep 060/60 [S3:+sens]:   7%|▏  | 24/333 [00:17<03:24,  1.51it/s, loss=0.738, pair=0.000, adv=4.185, sprd=0.020]
Ep 060/60 [S3:+sens]:   8%|▏  | 25/333 [00:17<03:31,  1.46it/s, loss=0.738, pair=0.000, adv=4.185, sprd=0.020]
Ep 060/60 [S3:+sens]:   8%|▏  | 25/333 [00:18<03:31,  1.46it/s, loss=0.769, pair=0.001, adv=3.935, sprd=0.030]
Ep 060/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:25,  1.50it/s, loss=0.769, pair=0.001, adv=3.935, sprd=0.030]
Ep 060/60 [S3:+sens]:   8%|▏  | 26/333 [00:18<03:25,  1.50it/s, loss=0.746, pair=0.000, adv=3.886, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▏  | 27/333 [00:18<03:34,  1.43it/s, loss=0.746, pair=0.000, adv=3.886, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▏  | 27/333 [00:19<03:34,  1.43it/s, loss=0.746, pair=0.000, adv=3.957, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▎  | 28/333 [00:19<03:22,  1.51it/s, loss=0.746, pair=0.000, adv=3.957, sprd=0.021]
Ep 060/60 [S3:+sens]:   8%|▎  | 28/333 [00:20<03:22,  1.51it/s, loss=0.756, pair=0.000, adv=4.048, sprd=0.026]
Ep 060/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:36,  1.40it/s, loss=0.756, pair=0.000, adv=4.048, sprd=0.026]
Ep 060/60 [S3:+sens]:   9%|▎  | 29/333 [00:20<03:36,  1.40it/s, loss=0.738, pair=0.000, adv=3.901, sprd=0.020]
Ep 060/60 [S3:+sens]:   9%|▎  | 30/333 [00:20<03:24,  1.48it/s, loss=0.738, pair=0.000, adv=3.901, sprd=0.020]
Ep 060/60 [S3:+sens]:   9%|▎  | 30/333 [00:21<03:24,  1.48it/s, loss=0.756, pair=0.000, adv=4.564, sprd=0.025]
Ep 060/60 [S3:+sens]:   9%|▎  | 31/333 [00:21<03:30,  1.43it/s, loss=0.756, pair=0.000, adv=4.564, sprd=0.025]
Ep 060/60 [S3:+sens]:   9%|▎  | 31/333 [00:22<03:30,  1.43it/s, loss=0.733, pair=0.000, adv=3.825, sprd=0.019]
Ep 060/60 [S3:+sens]:  10%|▎  | 32/333 [00:22<03:18,  1.52it/s, loss=0.733, pair=0.000, adv=3.825, sprd=0.019]
Ep 060/60 [S3:+sens]:  10%|▎  | 32/333 [00:23<03:18,  1.52it/s, loss=0.788, pair=0.005, adv=4.454, sprd=0.032]
Ep 060/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:25,  1.46it/s, loss=0.788, pair=0.005, adv=4.454, sprd=0.032]
Ep 060/60 [S3:+sens]:  10%|▎  | 33/333 [00:23<03:25,  1.46it/s, loss=0.773, pair=0.000, adv=4.181, sprd=0.029]
Ep 060/60 [S3:+sens]:  10%|▎  | 34/333 [00:23<03:18,  1.50it/s, loss=0.773, pair=0.000, adv=4.181, sprd=0.029]
Ep 060/60 [S3:+sens]:  10%|▎  | 34/333 [00:24<03:18,  1.50it/s, loss=0.784, pair=0.012, adv=3.996, sprd=0.031]
Ep 060/60 [S3:+sens]:  11%|▎  | 35/333 [00:24<03:29,  1.43it/s, loss=0.784, pair=0.012, adv=3.996, sprd=0.031]
Ep 060/60 [S3:+sens]:  11%|▎  | 35/333 [00:25<03:29,  1.43it/s, loss=0.731, pair=0.000, adv=4.041, sprd=0.019]
Ep 060/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.731, pair=0.000, adv=4.041, sprd=0.019]
Ep 060/60 [S3:+sens]:  11%|▎  | 36/333 [00:25<03:19,  1.49it/s, loss=0.765, pair=0.000, adv=4.315, sprd=0.027]
Ep 060/60 [S3:+sens]:  11%|▎  | 37/333 [00:25<03:24,  1.45it/s, loss=0.765, pair=0.000, adv=4.315, sprd=0.027]
Ep 060/60 [S3:+sens]:  11%|▎  | 37/333 [00:26<03:24,  1.45it/s, loss=0.763, pair=0.000, adv=4.129, sprd=0.026]
Ep 060/60 [S3:+sens]:  11%|▎  | 38/333 [00:26<03:16,  1.50it/s, loss=0.763, pair=0.000, adv=4.129, sprd=0.026]
Ep 060/60 [S3:+sens]:  11%|▎  | 38/333 [00:27<03:16,  1.50it/s, loss=0.724, pair=0.000, adv=4.115, sprd=0.017]
Ep 060/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.724, pair=0.000, adv=4.115, sprd=0.017]
Ep 060/60 [S3:+sens]:  12%|▎  | 39/333 [00:27<03:28,  1.41it/s, loss=0.781, pair=0.001, adv=4.061, sprd=0.031]
Ep 060/60 [S3:+sens]:  12%|▎  | 40/333 [00:27<03:19,  1.47it/s, loss=0.781, pair=0.001, adv=4.061, sprd=0.031]
Ep 060/60 [S3:+sens]:  12%|▎  | 40/333 [00:28<03:19,  1.47it/s, loss=0.737, pair=0.000, adv=4.147, sprd=0.020]
Ep 060/60 [S3:+sens]:  12%|▎  | 41/333 [00:28<03:24,  1.43it/s, loss=0.737, pair=0.000, adv=4.147, sprd=0.020]
Ep 060/60 [S3:+sens]:  12%|▎  | 41/333 [00:29<03:24,  1.43it/s, loss=0.751, pair=0.000, adv=4.539, sprd=0.023]
Ep 060/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.751, pair=0.000, adv=4.539, sprd=0.023]
Ep 060/60 [S3:+sens]:  13%|▍  | 42/333 [00:29<03:14,  1.50it/s, loss=0.759, pair=0.000, adv=4.156, sprd=0.025]
Ep 060/60 [S3:+sens]:  13%|▍  | 43/333 [00:29<03:22,  1.43it/s, loss=0.759, pair=0.000, adv=4.156, sprd=0.025]
Ep 060/60 [S3:+sens]:  13%|▍  | 43/333 [00:30<03:22,  1.43it/s, loss=0.722, pair=0.000, adv=4.206, sprd=0.017]
Ep 060/60 [S3:+sens]:  13%|▍  | 44/333 [00:30<03:09,  1.53it/s, loss=0.722, pair=0.000, adv=4.206, sprd=0.017]
Ep 060/60 [S3:+sens]:  13%|▍  | 44/333 [00:31<03:09,  1.53it/s, loss=0.752, pair=0.000, adv=3.856, sprd=0.022]
Ep 060/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.43it/s, loss=0.752, pair=0.000, adv=3.856, sprd=0.022]
Ep 060/60 [S3:+sens]:  14%|▍  | 45/333 [00:31<03:20,  1.43it/s, loss=0.751, pair=0.000, adv=4.157, sprd=0.021]
Ep 060/60 [S3:+sens]:  14%|▍  | 46/333 [00:31<03:09,  1.51it/s, loss=0.751, pair=0.000, adv=4.157, sprd=0.021]
Ep 060/60 [S3:+sens]:  14%|▍  | 46/333 [00:32<03:09,  1.51it/s, loss=0.769, pair=0.004, adv=3.836, sprd=0.025]
Ep 060/60 [S3:+sens]:  14%|▍  | 47/333 [00:32<03:27,  1.38it/s, loss=0.769, pair=0.004, adv=3.836, sprd=0.025]
Ep 060/60 [S3:+sens]:  14%|▍  | 47/333 [00:33<03:27,  1.38it/s, loss=0.779, pair=0.015, adv=4.275, sprd=0.028]
Ep 060/60 [S3:+sens]:  14%|▍  | 48/333 [00:33<03:18,  1.44it/s, loss=0.779, pair=0.015, adv=4.275, sprd=0.028]
Ep 060/60 [S3:+sens]:  14%|▍  | 48/333 [00:34<03:18,  1.44it/s, loss=0.742, pair=0.000, adv=4.439, sprd=0.020]
Ep 060/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.742, pair=0.000, adv=4.439, sprd=0.020]
Ep 060/60 [S3:+sens]:  15%|▍  | 49/333 [00:34<03:17,  1.44it/s, loss=0.732, pair=0.003, adv=3.910, sprd=0.019]
Ep 060/60 [S3:+sens]:  15%|▍  | 50/333 [00:34<03:05,  1.52it/s, loss=0.732, pair=0.003, adv=3.910, sprd=0.019]
Ep 060/60 [S3:+sens]:  15%|▍  | 50/333 [00:35<03:05,  1.52it/s, loss=0.749, pair=0.000, adv=3.940, sprd=0.023]
Ep 060/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:14,  1.45it/s, loss=0.749, pair=0.000, adv=3.940, sprd=0.023]
Ep 060/60 [S3:+sens]:  15%|▍  | 51/333 [00:35<03:14,  1.45it/s, loss=0.757, pair=0.000, adv=3.792, sprd=0.023]
Ep 060/60 [S3:+sens]:  16%|▍  | 52/333 [00:35<03:07,  1.50it/s, loss=0.757, pair=0.000, adv=3.792, sprd=0.023]
Ep 060/60 [S3:+sens]:  16%|▍  | 52/333 [00:36<03:07,  1.50it/s, loss=0.761, pair=0.000, adv=4.118, sprd=0.025]
Ep 060/60 [S3:+sens]:  16%|▍  | 53/333 [00:36<03:14,  1.44it/s, loss=0.761, pair=0.000, adv=4.118, sprd=0.025]
Ep 060/60 [S3:+sens]:  16%|▍  | 53/333 [00:37<03:14,  1.44it/s, loss=0.760, pair=0.000, adv=4.239, sprd=0.024]
Ep 060/60 [S3:+sens]:  16%|▍  | 54/333 [00:37<03:05,  1.50it/s, loss=0.760, pair=0.000, adv=4.239, sprd=0.024]
Ep 060/60 [S3:+sens]:  16%|▍  | 54/333 [00:38<03:05,  1.50it/s, loss=0.759, pair=0.000, adv=4.227, sprd=0.024]
Ep 060/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.44it/s, loss=0.759, pair=0.000, adv=4.227, sprd=0.024]
Ep 060/60 [S3:+sens]:  17%|▍  | 55/333 [00:38<03:12,  1.44it/s, loss=0.760, pair=0.003, adv=4.145, sprd=0.025]
Ep 060/60 [S3:+sens]:  17%|▌  | 56/333 [00:38<03:04,  1.50it/s, loss=0.760, pair=0.003, adv=4.145, sprd=0.025]
Ep 060/60 [S3:+sens]:  17%|▌  | 56/333 [00:39<03:04,  1.50it/s, loss=0.803, pair=0.003, adv=4.016, sprd=0.018]
Ep 060/60 [S3:+sens]:  17%|▌  | 57/333 [00:39<03:12,  1.43it/s, loss=0.803, pair=0.003, adv=4.016, sprd=0.018]
Ep 060/60 [S3:+sens]:  17%|▌  | 57/333 [00:40<03:12,  1.43it/s, loss=0.765, pair=0.011, adv=3.948, sprd=0.027]
Ep 060/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.48it/s, loss=0.765, pair=0.011, adv=3.948, sprd=0.027]
Ep 060/60 [S3:+sens]:  17%|▌  | 58/333 [00:40<03:05,  1.48it/s, loss=0.738, pair=0.000, adv=4.103, sprd=0.019]
Ep 060/60 [S3:+sens]:  18%|▌  | 59/333 [00:40<03:16,  1.39it/s, loss=0.738, pair=0.000, adv=4.103, sprd=0.019]
Ep 060/60 [S3:+sens]:  18%|▌  | 59/333 [00:41<03:16,  1.39it/s, loss=0.754, pair=0.004, adv=4.254, sprd=0.024]
Ep 060/60 [S3:+sens]:  18%|▌  | 60/333 [00:41<03:06,  1.47it/s, loss=0.754, pair=0.004, adv=4.254, sprd=0.024]
Ep 060/60 [S3:+sens]:  18%|▌  | 60/333 [00:42<03:06,  1.47it/s, loss=0.760, pair=0.003, adv=4.428, sprd=0.024]
Ep 060/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.42it/s, loss=0.760, pair=0.003, adv=4.428, sprd=0.024]
Ep 060/60 [S3:+sens]:  18%|▌  | 61/333 [00:42<03:12,  1.42it/s, loss=0.738, pair=0.000, adv=4.367, sprd=0.020]
Ep 060/60 [S3:+sens]:  19%|▌  | 62/333 [00:42<03:00,  1.50it/s, loss=0.738, pair=0.000, adv=4.367, sprd=0.020]
Ep 060/60 [S3:+sens]:  19%|▌  | 62/333 [00:43<03:00,  1.50it/s, loss=0.750, pair=0.005, adv=4.072, sprd=0.023]
Ep 060/60 [S3:+sens]:  19%|▌  | 63/333 [00:43<03:13,  1.40it/s, loss=0.750, pair=0.005, adv=4.072, sprd=0.023]
Ep 060/60 [S3:+sens]:  19%|▌  | 63/333 [00:44<03:13,  1.40it/s, loss=0.746, pair=0.000, adv=3.922, sprd=0.022]
Ep 060/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:02,  1.47it/s, loss=0.746, pair=0.000, adv=3.922, sprd=0.022]
Ep 060/60 [S3:+sens]:  19%|▌  | 64/333 [00:44<03:02,  1.47it/s, loss=0.741, pair=0.000, adv=4.092, sprd=0.021]
Ep 060/60 [S3:+sens]:  20%|▌  | 65/333 [00:44<03:06,  1.44it/s, loss=0.741, pair=0.000, adv=4.092, sprd=0.021]
Ep 060/60 [S3:+sens]:  20%|▌  | 65/333 [00:45<03:06,  1.44it/s, loss=0.727, pair=0.001, adv=3.955, sprd=0.019]
Ep 060/60 [S3:+sens]:  20%|▌  | 66/333 [00:45<02:57,  1.51it/s, loss=0.727, pair=0.001, adv=3.955, sprd=0.019]
Ep 060/60 [S3:+sens]:  20%|▌  | 66/333 [00:46<02:57,  1.51it/s, loss=0.753, pair=0.003, adv=3.981, sprd=0.024]
Ep 060/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:03,  1.45it/s, loss=0.753, pair=0.003, adv=3.981, sprd=0.024]
Ep 060/60 [S3:+sens]:  20%|▌  | 67/333 [00:46<03:03,  1.45it/s, loss=0.753, pair=0.000, adv=4.274, sprd=0.024]
Ep 060/60 [S3:+sens]:  20%|▌  | 68/333 [00:46<02:55,  1.51it/s, loss=0.753, pair=0.000, adv=4.274, sprd=0.024]
Ep 060/60 [S3:+sens]:  20%|▌  | 68/333 [00:47<02:55,  1.51it/s, loss=0.736, pair=0.000, adv=3.925, sprd=0.021]
Ep 060/60 [S3:+sens]:  21%|▌  | 69/333 [00:47<03:10,  1.38it/s, loss=0.736, pair=0.000, adv=3.925, sprd=0.021]
Ep 060/60 [S3:+sens]:  21%|▌  | 69/333 [00:48<03:10,  1.38it/s, loss=0.771, pair=0.004, adv=4.152, sprd=0.029]
Ep 060/60 [S3:+sens]:  21%|▋  | 70/333 [00:48<03:01,  1.45it/s, loss=0.771, pair=0.004, adv=4.152, sprd=0.029]
Ep 060/60 [S3:+sens]:  21%|▋  | 70/333 [00:49<03:01,  1.45it/s, loss=0.751, pair=0.000, adv=4.181, sprd=0.022]
Ep 060/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:08,  1.39it/s, loss=0.751, pair=0.000, adv=4.181, sprd=0.022]
Ep 060/60 [S3:+sens]:  21%|▋  | 71/333 [00:49<03:08,  1.39it/s, loss=0.752, pair=0.000, adv=4.226, sprd=0.023]
Ep 060/60 [S3:+sens]:  22%|▋  | 72/333 [00:49<02:58,  1.47it/s, loss=0.752, pair=0.000, adv=4.226, sprd=0.023]
Ep 060/60 [S3:+sens]:  22%|▋  | 72/333 [00:50<02:58,  1.47it/s, loss=0.733, pair=0.003, adv=3.869, sprd=0.018]
Ep 060/60 [S3:+sens]:  22%|▋  | 73/333 [00:50<02:58,  1.45it/s, loss=0.733, pair=0.003, adv=3.869, sprd=0.018]
Ep 060/60 [S3:+sens]:  22%|▋  | 73/333 [00:51<02:58,  1.45it/s, loss=0.770, pair=0.005, adv=3.990, sprd=0.028]
Ep 060/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.770, pair=0.005, adv=3.990, sprd=0.028]
Ep 060/60 [S3:+sens]:  22%|▋  | 74/333 [00:51<02:52,  1.50it/s, loss=0.834, pair=0.000, adv=4.016, sprd=0.026]
Ep 060/60 [S3:+sens]:  23%|▋  | 75/333 [00:51<02:59,  1.44it/s, loss=0.834, pair=0.000, adv=4.016, sprd=0.026]
Ep 060/60 [S3:+sens]:  23%|▋  | 75/333 [00:52<02:59,  1.44it/s, loss=0.754, pair=0.000, adv=3.850, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 76/333 [00:52<02:52,  1.49it/s, loss=0.754, pair=0.000, adv=3.850, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 76/333 [00:53<02:52,  1.49it/s, loss=0.757, pair=0.000, adv=4.174, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.757, pair=0.000, adv=4.174, sprd=0.024]
Ep 060/60 [S3:+sens]:  23%|▋  | 77/333 [00:53<02:59,  1.43it/s, loss=0.774, pair=0.000, adv=3.923, sprd=0.029]
Ep 060/60 [S3:+sens]:  23%|▋  | 78/333 [00:53<02:52,  1.48it/s, loss=0.774, pair=0.000, adv=3.923, sprd=0.029]
Ep 060/60 [S3:+sens]:  23%|▋  | 78/333 [00:54<02:52,  1.48it/s, loss=0.763, pair=0.000, adv=4.024, sprd=0.025]
Ep 060/60 [S3:+sens]:  24%|▋  | 79/333 [00:54<02:58,  1.42it/s, loss=0.763, pair=0.000, adv=4.024, sprd=0.025]
Ep 060/60 [S3:+sens]:  24%|▋  | 79/333 [00:55<02:58,  1.42it/s, loss=0.734, pair=0.002, adv=4.393, sprd=0.017]
Ep 060/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:46,  1.52it/s, loss=0.734, pair=0.002, adv=4.393, sprd=0.017]
Ep 060/60 [S3:+sens]:  24%|▋  | 80/333 [00:55<02:46,  1.52it/s, loss=0.744, pair=0.000, adv=4.122, sprd=0.021]
Ep 060/60 [S3:+sens]:  24%|▋  | 81/333 [00:55<02:53,  1.45it/s, loss=0.744, pair=0.000, adv=4.122, sprd=0.021]
Ep 060/60 [S3:+sens]:  24%|▋  | 81/333 [00:56<02:53,  1.45it/s, loss=0.745, pair=0.000, adv=4.471, sprd=0.020]
Ep 060/60 [S3:+sens]:  25%|▋  | 82/333 [00:56<02:44,  1.53it/s, loss=0.745, pair=0.000, adv=4.471, sprd=0.020]
Ep 060/60 [S3:+sens]:  25%|▋  | 82/333 [00:57<02:44,  1.53it/s, loss=0.746, pair=0.000, adv=4.494, sprd=0.022]
Ep 060/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:51,  1.46it/s, loss=0.746, pair=0.000, adv=4.494, sprd=0.022]
Ep 060/60 [S3:+sens]:  25%|▋  | 83/333 [00:57<02:51,  1.46it/s, loss=0.749, pair=0.000, adv=4.103, sprd=0.023]
Ep 060/60 [S3:+sens]:  25%|▊  | 84/333 [00:57<02:43,  1.52it/s, loss=0.749, pair=0.000, adv=4.103, sprd=0.023]
Ep 060/60 [S3:+sens]:  25%|▊  | 84/333 [00:58<02:43,  1.52it/s, loss=0.754, pair=0.000, adv=4.257, sprd=0.023]
Ep 060/60 [S3:+sens]:  26%|▊  | 85/333 [00:58<02:51,  1.45it/s, loss=0.754, pair=0.000, adv=4.257, sprd=0.023]
Ep 060/60 [S3:+sens]:  26%|▊  | 85/333 [00:59<02:51,  1.45it/s, loss=0.747, pair=0.000, adv=4.109, sprd=0.022]
Ep 060/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.747, pair=0.000, adv=4.109, sprd=0.022]
Ep 060/60 [S3:+sens]:  26%|▊  | 86/333 [00:59<02:43,  1.51it/s, loss=0.721, pair=0.000, adv=4.095, sprd=0.015]
Ep 060/60 [S3:+sens]:  26%|▊  | 87/333 [00:59<02:49,  1.45it/s, loss=0.721, pair=0.000, adv=4.095, sprd=0.015]
Ep 060/60 [S3:+sens]:  26%|▊  | 87/333 [01:00<02:49,  1.45it/s, loss=0.745, pair=0.000, adv=4.334, sprd=0.022]
Ep 060/60 [S3:+sens]:  26%|▊  | 88/333 [01:00<02:42,  1.51it/s, loss=0.745, pair=0.000, adv=4.334, sprd=0.022]
Ep 060/60 [S3:+sens]:  26%|▊  | 88/333 [01:01<02:42,  1.51it/s, loss=0.756, pair=0.001, adv=4.608, sprd=0.026]
Ep 060/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.756, pair=0.001, adv=4.608, sprd=0.026]
Ep 060/60 [S3:+sens]:  27%|▊  | 89/333 [01:01<02:49,  1.44it/s, loss=0.748, pair=0.001, adv=3.794, sprd=0.021]
Ep 060/60 [S3:+sens]:  27%|▊  | 90/333 [01:01<02:39,  1.52it/s, loss=0.748, pair=0.001, adv=3.794, sprd=0.021]
Ep 060/60 [S3:+sens]:  27%|▊  | 90/333 [01:02<02:39,  1.52it/s, loss=0.835, pair=0.001, adv=4.419, sprd=0.025]
Ep 060/60 [S3:+sens]:  27%|▊  | 91/333 [01:02<02:47,  1.45it/s, loss=0.835, pair=0.001, adv=4.419, sprd=0.025]
Ep 060/60 [S3:+sens]:  27%|▊  | 91/333 [01:03<02:47,  1.45it/s, loss=0.744, pair=0.002, adv=4.007, sprd=0.020]
Ep 060/60 [S3:+sens]:  28%|▊  | 92/333 [01:03<02:37,  1.53it/s, loss=0.744, pair=0.002, adv=4.007, sprd=0.020]
Ep 060/60 [S3:+sens]:  28%|▊  | 92/333 [01:04<02:37,  1.53it/s, loss=0.752, pair=0.000, adv=3.752, sprd=0.026]
Ep 060/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:49,  1.41it/s, loss=0.752, pair=0.000, adv=3.752, sprd=0.026]
Ep 060/60 [S3:+sens]:  28%|▊  | 93/333 [01:04<02:49,  1.41it/s, loss=0.747, pair=0.002, adv=4.100, sprd=0.023]
Ep 060/60 [S3:+sens]:  28%|▊  | 94/333 [01:04<02:39,  1.49it/s, loss=0.747, pair=0.002, adv=4.100, sprd=0.023]
Ep 060/60 [S3:+sens]:  28%|▊  | 94/333 [01:05<02:39,  1.49it/s, loss=0.741, pair=0.001, adv=4.014, sprd=0.020]
Ep 060/60 [S3:+sens]:  29%|▊  | 95/333 [01:05<02:47,  1.42it/s, loss=0.741, pair=0.001, adv=4.014, sprd=0.020]
Ep 060/60 [S3:+sens]:  29%|▊  | 95/333 [01:06<02:47,  1.42it/s, loss=0.730, pair=0.000, adv=4.266, sprd=0.018]
Ep 060/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.51it/s, loss=0.730, pair=0.000, adv=4.266, sprd=0.018]
Ep 060/60 [S3:+sens]:  29%|▊  | 96/333 [01:06<02:36,  1.51it/s, loss=0.747, pair=0.000, adv=4.092, sprd=0.021]
Ep 060/60 [S3:+sens]:  29%|▊  | 97/333 [01:06<02:42,  1.45it/s, loss=0.747, pair=0.000, adv=4.092, sprd=0.021]
Ep 060/60 [S3:+sens]:  29%|▊  | 97/333 [01:07<02:42,  1.45it/s, loss=0.753, pair=0.000, adv=4.110, sprd=0.024]
Ep 060/60 [S3:+sens]:  29%|▉  | 98/333 [01:07<02:35,  1.51it/s, loss=0.753, pair=0.000, adv=4.110, sprd=0.024]
Ep 060/60 [S3:+sens]:  29%|▉  | 98/333 [01:08<02:35,  1.51it/s, loss=0.742, pair=0.000, adv=3.991, sprd=0.020]
Ep 060/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:48,  1.39it/s, loss=0.742, pair=0.000, adv=3.991, sprd=0.020]
Ep 060/60 [S3:+sens]:  30%|▉  | 99/333 [01:08<02:48,  1.39it/s, loss=0.747, pair=0.000, adv=4.379, sprd=0.023]
Ep 060/60 [S3:+sens]:  30%|▌ | 100/333 [01:08<02:39,  1.46it/s, loss=0.747, pair=0.000, adv=4.379, sprd=0.023]
Ep 060/60 [S3:+sens]:  30%|▌ | 100/333 [01:09<02:39,  1.46it/s, loss=0.739, pair=0.005, adv=4.034, sprd=0.019]
Ep 060/60 [S3:+sens]:  30%|▌ | 101/333 [01:09<02:40,  1.44it/s, loss=0.739, pair=0.005, adv=4.034, sprd=0.019]
Ep 060/60 [S3:+sens]:  30%|▌ | 101/333 [01:10<02:40,  1.44it/s, loss=0.737, pair=0.008, adv=3.967, sprd=0.018]
Ep 060/60 [S3:+sens]:  31%|▌ | 102/333 [01:10<02:32,  1.51it/s, loss=0.737, pair=0.008, adv=3.967, sprd=0.018]
Ep 060/60 [S3:+sens]:  31%|▌ | 102/333 [01:11<02:32,  1.51it/s, loss=0.748, pair=0.000, adv=3.612, sprd=0.022]
Ep 060/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:48,  1.37it/s, loss=0.748, pair=0.000, adv=3.612, sprd=0.022]
Ep 060/60 [S3:+sens]:  31%|▌ | 103/333 [01:11<02:48,  1.37it/s, loss=0.759, pair=0.000, adv=3.941, sprd=0.024]
Ep 060/60 [S3:+sens]:  31%|▌ | 104/333 [01:11<02:39,  1.44it/s, loss=0.759, pair=0.000, adv=3.941, sprd=0.024]
Ep 060/60 [S3:+sens]:  31%|▌ | 104/333 [01:12<02:39,  1.44it/s, loss=0.754, pair=0.000, adv=3.723, sprd=0.023]
Ep 060/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.754, pair=0.000, adv=3.723, sprd=0.023]
Ep 060/60 [S3:+sens]:  32%|▋ | 105/333 [01:12<02:41,  1.41it/s, loss=0.733, pair=0.000, adv=4.327, sprd=0.020]
Ep 060/60 [S3:+sens]:  32%|▋ | 106/333 [01:12<02:32,  1.49it/s, loss=0.733, pair=0.000, adv=4.327, sprd=0.020]
Ep 060/60 [S3:+sens]:  32%|▋ | 106/333 [01:13<02:32,  1.49it/s, loss=0.831, pair=0.000, adv=4.379, sprd=0.026]
Ep 060/60 [S3:+sens]:  32%|▋ | 107/333 [01:13<02:38,  1.43it/s, loss=0.831, pair=0.000, adv=4.379, sprd=0.026]
Ep 060/60 [S3:+sens]:  32%|▋ | 107/333 [01:14<02:38,  1.43it/s, loss=0.755, pair=0.004, adv=3.981, sprd=0.023]
Ep 060/60 [S3:+sens]:  32%|▋ | 108/333 [01:14<02:30,  1.50it/s, loss=0.755, pair=0.004, adv=3.981, sprd=0.023]
Ep 060/60 [S3:+sens]:  32%|▋ | 108/333 [01:15<02:30,  1.50it/s, loss=0.749, pair=0.000, adv=4.041, sprd=0.023]
Ep 060/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:41,  1.39it/s, loss=0.749, pair=0.000, adv=4.041, sprd=0.023]
Ep 060/60 [S3:+sens]:  33%|▋ | 109/333 [01:15<02:41,  1.39it/s, loss=0.771, pair=0.000, adv=4.121, sprd=0.027]
Ep 060/60 [S3:+sens]:  33%|▋ | 110/333 [01:15<02:33,  1.46it/s, loss=0.771, pair=0.000, adv=4.121, sprd=0.027]
Ep 060/60 [S3:+sens]:  33%|▋ | 110/333 [01:16<02:33,  1.46it/s, loss=0.743, pair=0.003, adv=4.432, sprd=0.022]
Ep 060/60 [S3:+sens]:  33%|▋ | 111/333 [01:16<02:34,  1.44it/s, loss=0.743, pair=0.003, adv=4.432, sprd=0.022]
Ep 060/60 [S3:+sens]:  33%|▋ | 111/333 [01:17<02:34,  1.44it/s, loss=0.738, pair=0.000, adv=3.937, sprd=0.020]
Ep 060/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.738, pair=0.000, adv=3.937, sprd=0.020]
Ep 060/60 [S3:+sens]:  34%|▋ | 112/333 [01:17<02:27,  1.50it/s, loss=0.820, pair=0.003, adv=4.136, sprd=0.023]
Ep 060/60 [S3:+sens]:  34%|▋ | 113/333 [01:17<02:32,  1.44it/s, loss=0.820, pair=0.003, adv=4.136, sprd=0.023]
Ep 060/60 [S3:+sens]:  34%|▋ | 113/333 [01:18<02:32,  1.44it/s, loss=0.766, pair=0.000, adv=4.233, sprd=0.025]
Ep 060/60 [S3:+sens]:  34%|▋ | 114/333 [01:18<02:26,  1.50it/s, loss=0.766, pair=0.000, adv=4.233, sprd=0.025]
Ep 060/60 [S3:+sens]:  34%|▋ | 114/333 [01:19<02:26,  1.50it/s, loss=0.767, pair=0.000, adv=4.380, sprd=0.028]
Ep 060/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:31,  1.44it/s, loss=0.767, pair=0.000, adv=4.380, sprd=0.028]
Ep 060/60 [S3:+sens]:  35%|▋ | 115/333 [01:19<02:31,  1.44it/s, loss=0.742, pair=0.003, adv=3.842, sprd=0.019]
Ep 060/60 [S3:+sens]:  35%|▋ | 116/333 [01:19<02:23,  1.52it/s, loss=0.742, pair=0.003, adv=3.842, sprd=0.019]
Ep 060/60 [S3:+sens]:  35%|▋ | 116/333 [01:20<02:23,  1.52it/s, loss=0.743, pair=0.001, adv=4.198, sprd=0.021]
Ep 060/60 [S3:+sens]:  35%|▋ | 117/333 [01:20<02:26,  1.48it/s, loss=0.743, pair=0.001, adv=4.198, sprd=0.021]
Ep 060/60 [S3:+sens]:  35%|▋ | 117/333 [01:21<02:26,  1.48it/s, loss=0.760, pair=0.003, adv=3.733, sprd=0.025]
Ep 060/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:20,  1.53it/s, loss=0.760, pair=0.003, adv=3.733, sprd=0.025]
Ep 060/60 [S3:+sens]:  35%|▋ | 118/333 [01:21<02:20,  1.53it/s, loss=0.737, pair=0.000, adv=3.649, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 119/333 [01:21<02:26,  1.46it/s, loss=0.737, pair=0.000, adv=3.649, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 119/333 [01:22<02:26,  1.46it/s, loss=0.746, pair=0.000, adv=4.388, sprd=0.021]
Ep 060/60 [S3:+sens]:  36%|▋ | 120/333 [01:22<02:20,  1.52it/s, loss=0.746, pair=0.000, adv=4.388, sprd=0.021]
Ep 060/60 [S3:+sens]:  36%|▋ | 120/333 [01:23<02:20,  1.52it/s, loss=0.737, pair=0.000, adv=4.269, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:25,  1.46it/s, loss=0.737, pair=0.000, adv=4.269, sprd=0.020]
Ep 060/60 [S3:+sens]:  36%|▋ | 121/333 [01:23<02:25,  1.46it/s, loss=0.771, pair=0.003, adv=4.134, sprd=0.027]
Ep 060/60 [S3:+sens]:  37%|▋ | 122/333 [01:23<02:20,  1.50it/s, loss=0.771, pair=0.003, adv=4.134, sprd=0.027]
Ep 060/60 [S3:+sens]:  37%|▋ | 122/333 [01:24<02:20,  1.50it/s, loss=0.810, pair=0.000, adv=3.810, sprd=0.020]
Ep 060/60 [S3:+sens]:  37%|▋ | 123/333 [01:24<02:26,  1.44it/s, loss=0.810, pair=0.000, adv=3.810, sprd=0.020]
Ep 060/60 [S3:+sens]:  37%|▋ | 123/333 [01:25<02:26,  1.44it/s, loss=0.733, pair=0.003, adv=4.223, sprd=0.019]
Ep 060/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.733, pair=0.003, adv=4.223, sprd=0.019]
Ep 060/60 [S3:+sens]:  37%|▋ | 124/333 [01:25<02:17,  1.52it/s, loss=0.750, pair=0.000, adv=4.475, sprd=0.023]
Ep 060/60 [S3:+sens]:  38%|▊ | 125/333 [01:25<02:23,  1.45it/s, loss=0.750, pair=0.000, adv=4.475, sprd=0.023]
Ep 060/60 [S3:+sens]:  38%|▊ | 125/333 [01:26<02:23,  1.45it/s, loss=0.768, pair=0.000, adv=3.945, sprd=0.027]
Ep 060/60 [S3:+sens]:  38%|▊ | 126/333 [01:26<02:17,  1.50it/s, loss=0.768, pair=0.000, adv=3.945, sprd=0.027]
Ep 060/60 [S3:+sens]:  38%|▊ | 126/333 [01:27<02:17,  1.50it/s, loss=0.741, pair=0.000, adv=4.058, sprd=0.019]
Ep 060/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:22,  1.45it/s, loss=0.741, pair=0.000, adv=4.058, sprd=0.019]
Ep 060/60 [S3:+sens]:  38%|▊ | 127/333 [01:27<02:22,  1.45it/s, loss=0.744, pair=0.000, adv=4.212, sprd=0.023]
Ep 060/60 [S3:+sens]:  38%|▊ | 128/333 [01:27<02:15,  1.51it/s, loss=0.744, pair=0.000, adv=4.212, sprd=0.023]
Ep 060/60 [S3:+sens]:  38%|▊ | 128/333 [01:28<02:15,  1.51it/s, loss=0.758, pair=0.000, adv=3.466, sprd=0.024]
Ep 060/60 [S3:+sens]:  39%|▊ | 129/333 [01:28<02:22,  1.43it/s, loss=0.758, pair=0.000, adv=3.466, sprd=0.024]
Ep 060/60 [S3:+sens]:  39%|▊ | 129/333 [01:29<02:22,  1.43it/s, loss=0.749, pair=0.000, adv=4.326, sprd=0.023]
Ep 060/60 [S3:+sens]:  39%|▊ | 130/333 [01:29<02:15,  1.50it/s, loss=0.749, pair=0.000, adv=4.326, sprd=0.023]
Ep 060/60 [S3:+sens]:  39%|▊ | 130/333 [01:30<02:15,  1.50it/s, loss=0.760, pair=0.000, adv=3.906, sprd=0.025]
Ep 060/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.43it/s, loss=0.760, pair=0.000, adv=3.906, sprd=0.025]
Ep 060/60 [S3:+sens]:  39%|▊ | 131/333 [01:30<02:20,  1.43it/s, loss=0.765, pair=0.000, adv=4.427, sprd=0.024]
Ep 060/60 [S3:+sens]:  40%|▊ | 132/333 [01:30<02:14,  1.49it/s, loss=0.765, pair=0.000, adv=4.427, sprd=0.024]
Ep 060/60 [S3:+sens]:  40%|▊ | 132/333 [01:31<02:14,  1.49it/s, loss=0.730, pair=0.004, adv=3.968, sprd=0.019]
Ep 060/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:17,  1.46it/s, loss=0.730, pair=0.004, adv=3.968, sprd=0.019]
Ep 060/60 [S3:+sens]:  40%|▊ | 133/333 [01:31<02:17,  1.46it/s, loss=0.748, pair=0.000, adv=4.057, sprd=0.023]
Ep 060/60 [S3:+sens]:  40%|▊ | 134/333 [01:31<02:11,  1.51it/s, loss=0.748, pair=0.000, adv=4.057, sprd=0.023]
Ep 060/60 [S3:+sens]:  40%|▊ | 134/333 [01:32<02:11,  1.51it/s, loss=0.734, pair=0.000, adv=3.689, sprd=0.020]
Ep 060/60 [S3:+sens]:  41%|▊ | 135/333 [01:32<02:16,  1.45it/s, loss=0.734, pair=0.000, adv=3.689, sprd=0.020]
Ep 060/60 [S3:+sens]:  41%|▊ | 135/333 [01:33<02:16,  1.45it/s, loss=0.747, pair=0.000, adv=4.233, sprd=0.022]
Ep 060/60 [S3:+sens]:  41%|▊ | 136/333 [01:33<02:10,  1.51it/s, loss=0.747, pair=0.000, adv=4.233, sprd=0.022]
Ep 060/60 [S3:+sens]:  41%|▊ | 136/333 [01:34<02:10,  1.51it/s, loss=0.754, pair=0.005, adv=4.102, sprd=0.024]
Ep 060/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:13,  1.46it/s, loss=0.754, pair=0.005, adv=4.102, sprd=0.024]
Ep 060/60 [S3:+sens]:  41%|▊ | 137/333 [01:34<02:13,  1.46it/s, loss=0.749, pair=0.000, adv=4.101, sprd=0.024]
Ep 060/60 [S3:+sens]:  41%|▊ | 138/333 [01:34<02:08,  1.51it/s, loss=0.749, pair=0.000, adv=4.101, sprd=0.024]
Ep 060/60 [S3:+sens]:  41%|▊ | 138/333 [01:35<02:08,  1.51it/s, loss=0.740, pair=0.000, adv=4.160, sprd=0.020]
Ep 060/60 [S3:+sens]:  42%|▊ | 139/333 [01:35<02:14,  1.45it/s, loss=0.740, pair=0.000, adv=4.160, sprd=0.020]
Ep 060/60 [S3:+sens]:  42%|▊ | 139/333 [01:36<02:14,  1.45it/s, loss=0.752, pair=0.000, adv=4.045, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:08,  1.50it/s, loss=0.752, pair=0.000, adv=4.045, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 140/333 [01:36<02:08,  1.50it/s, loss=0.749, pair=0.002, adv=4.276, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 141/333 [01:36<02:12,  1.45it/s, loss=0.749, pair=0.002, adv=4.276, sprd=0.022]
Ep 060/60 [S3:+sens]:  42%|▊ | 141/333 [01:37<02:12,  1.45it/s, loss=0.726, pair=0.006, adv=3.616, sprd=0.017]
Ep 060/60 [S3:+sens]:  43%|▊ | 142/333 [01:37<02:05,  1.52it/s, loss=0.726, pair=0.006, adv=3.616, sprd=0.017]
Ep 060/60 [S3:+sens]:  43%|▊ | 142/333 [01:38<02:05,  1.52it/s, loss=0.769, pair=0.002, adv=4.398, sprd=0.027]
Ep 060/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.769, pair=0.002, adv=4.398, sprd=0.027]
Ep 060/60 [S3:+sens]:  43%|▊ | 143/333 [01:38<02:12,  1.44it/s, loss=0.741, pair=0.000, adv=4.193, sprd=0.022]
Ep 060/60 [S3:+sens]:  43%|▊ | 144/333 [01:38<02:05,  1.50it/s, loss=0.741, pair=0.000, adv=4.193, sprd=0.022]
Ep 060/60 [S3:+sens]:  43%|▊ | 144/333 [01:39<02:05,  1.50it/s, loss=0.743, pair=0.003, adv=4.213, sprd=0.020]
Ep 060/60 [S3:+sens]:  44%|▊ | 145/333 [01:39<02:10,  1.44it/s, loss=0.743, pair=0.003, adv=4.213, sprd=0.020]
Ep 060/60 [S3:+sens]:  44%|▊ | 145/333 [01:40<02:10,  1.44it/s, loss=0.780, pair=0.004, adv=4.020, sprd=0.030]
Ep 060/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:06,  1.48it/s, loss=0.780, pair=0.004, adv=4.020, sprd=0.030]
Ep 060/60 [S3:+sens]:  44%|▉ | 146/333 [01:40<02:06,  1.48it/s, loss=0.729, pair=0.000, adv=4.058, sprd=0.018]
Ep 060/60 [S3:+sens]:  44%|▉ | 147/333 [01:40<02:08,  1.45it/s, loss=0.729, pair=0.000, adv=4.058, sprd=0.018]
Ep 060/60 [S3:+sens]:  44%|▉ | 147/333 [01:41<02:08,  1.45it/s, loss=0.729, pair=0.004, adv=4.056, sprd=0.017]
Ep 060/60 [S3:+sens]:  44%|▉ | 148/333 [01:41<02:01,  1.52it/s, loss=0.729, pair=0.004, adv=4.056, sprd=0.017]
Ep 060/60 [S3:+sens]:  44%|▉ | 148/333 [01:42<02:01,  1.52it/s, loss=0.761, pair=0.000, adv=3.869, sprd=0.025]
Ep 060/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.45it/s, loss=0.761, pair=0.000, adv=3.869, sprd=0.025]
Ep 060/60 [S3:+sens]:  45%|▉ | 149/333 [01:42<02:06,  1.45it/s, loss=0.753, pair=0.000, adv=4.360, sprd=0.024]
Ep 060/60 [S3:+sens]:  45%|▉ | 150/333 [01:42<02:01,  1.51it/s, loss=0.753, pair=0.000, adv=4.360, sprd=0.024]
Ep 060/60 [S3:+sens]:  45%|▉ | 150/333 [01:43<02:01,  1.51it/s, loss=0.761, pair=0.004, adv=4.072, sprd=0.025]
Ep 060/60 [S3:+sens]:  45%|▉ | 151/333 [01:43<02:08,  1.41it/s, loss=0.761, pair=0.004, adv=4.072, sprd=0.025]
Ep 060/60 [S3:+sens]:  45%|▉ | 151/333 [01:44<02:08,  1.41it/s, loss=0.770, pair=0.000, adv=4.321, sprd=0.027]
Ep 060/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.47it/s, loss=0.770, pair=0.000, adv=4.321, sprd=0.027]
Ep 060/60 [S3:+sens]:  46%|▉ | 152/333 [01:44<02:02,  1.47it/s, loss=0.741, pair=0.000, adv=4.081, sprd=0.020]
Ep 060/60 [S3:+sens]:  46%|▉ | 153/333 [01:44<02:04,  1.44it/s, loss=0.741, pair=0.000, adv=4.081, sprd=0.020]
Ep 060/60 [S3:+sens]:  46%|▉ | 153/333 [01:45<02:04,  1.44it/s, loss=0.739, pair=0.000, adv=3.535, sprd=0.020]
Ep 060/60 [S3:+sens]:  46%|▉ | 154/333 [01:45<01:58,  1.51it/s, loss=0.739, pair=0.000, adv=3.535, sprd=0.020]
Ep 060/60 [S3:+sens]:  46%|▉ | 154/333 [01:46<01:58,  1.51it/s, loss=0.740, pair=0.000, adv=4.232, sprd=0.019]
Ep 060/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:02,  1.45it/s, loss=0.740, pair=0.000, adv=4.232, sprd=0.019]
Ep 060/60 [S3:+sens]:  47%|▉ | 155/333 [01:46<02:02,  1.45it/s, loss=0.732, pair=0.000, adv=3.528, sprd=0.020]
Ep 060/60 [S3:+sens]:  47%|▉ | 156/333 [01:46<01:57,  1.51it/s, loss=0.732, pair=0.000, adv=3.528, sprd=0.020]
Ep 060/60 [S3:+sens]:  47%|▉ | 156/333 [01:47<01:57,  1.51it/s, loss=0.761, pair=0.001, adv=3.952, sprd=0.025]
Ep 060/60 [S3:+sens]:  47%|▉ | 157/333 [01:47<02:03,  1.43it/s, loss=0.761, pair=0.001, adv=3.952, sprd=0.025]
Ep 060/60 [S3:+sens]:  47%|▉ | 157/333 [01:48<02:03,  1.43it/s, loss=0.735, pair=0.000, adv=3.942, sprd=0.020]
Ep 060/60 [S3:+sens]:  47%|▉ | 158/333 [01:48<01:55,  1.51it/s, loss=0.735, pair=0.000, adv=3.942, sprd=0.020]
Ep 060/60 [S3:+sens]:  47%|▉ | 158/333 [01:49<01:55,  1.51it/s, loss=0.830, pair=0.000, adv=4.678, sprd=0.026]
Ep 060/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:00,  1.45it/s, loss=0.830, pair=0.000, adv=4.678, sprd=0.026]
Ep 060/60 [S3:+sens]:  48%|▉ | 159/333 [01:49<02:00,  1.45it/s, loss=0.757, pair=0.001, adv=4.216, sprd=0.024]
Ep 060/60 [S3:+sens]:  48%|▉ | 160/333 [01:49<01:55,  1.50it/s, loss=0.757, pair=0.001, adv=4.216, sprd=0.024]
Ep 060/60 [S3:+sens]:  48%|▉ | 160/333 [01:50<01:55,  1.50it/s, loss=0.771, pair=0.006, adv=3.981, sprd=0.028]
Ep 060/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.43it/s, loss=0.771, pair=0.006, adv=3.981, sprd=0.028]
Ep 060/60 [S3:+sens]:  48%|▉ | 161/333 [01:50<02:00,  1.43it/s, loss=0.727, pair=0.000, adv=3.622, sprd=0.019]
Ep 060/60 [S3:+sens]:  49%|▉ | 162/333 [01:50<01:52,  1.51it/s, loss=0.727, pair=0.000, adv=3.622, sprd=0.019]
Ep 060/60 [S3:+sens]:  49%|▉ | 162/333 [01:51<01:52,  1.51it/s, loss=0.776, pair=0.001, adv=4.283, sprd=0.030]
Ep 060/60 [S3:+sens]:  49%|▉ | 163/333 [01:51<01:58,  1.43it/s, loss=0.776, pair=0.001, adv=4.283, sprd=0.030]
Ep 060/60 [S3:+sens]:  49%|▉ | 163/333 [01:52<01:58,  1.43it/s, loss=0.752, pair=0.000, adv=3.948, sprd=0.023]
Ep 060/60 [S3:+sens]:  49%|▉ | 164/333 [01:52<01:52,  1.50it/s, loss=0.752, pair=0.000, adv=3.948, sprd=0.023]
Ep 060/60 [S3:+sens]:  49%|▉ | 164/333 [01:53<01:52,  1.50it/s, loss=0.750, pair=0.005, adv=4.062, sprd=0.021]
Ep 060/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.41it/s, loss=0.750, pair=0.005, adv=4.062, sprd=0.021]
Ep 060/60 [S3:+sens]:  50%|▉ | 165/333 [01:53<01:58,  1.41it/s, loss=0.760, pair=0.012, adv=4.405, sprd=0.024]
Ep 060/60 [S3:+sens]:  50%|▉ | 166/333 [01:53<01:53,  1.47it/s, loss=0.760, pair=0.012, adv=4.405, sprd=0.024]
Ep 060/60 [S3:+sens]:  50%|▉ | 166/333 [01:54<01:53,  1.47it/s, loss=0.749, pair=0.000, adv=3.870, sprd=0.023]
Ep 060/60 [S3:+sens]:  50%|█ | 167/333 [01:54<01:56,  1.42it/s, loss=0.749, pair=0.000, adv=3.870, sprd=0.023]
Ep 060/60 [S3:+sens]:  50%|█ | 167/333 [01:55<01:56,  1.42it/s, loss=0.761, pair=0.007, adv=4.047, sprd=0.025]
Ep 060/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.47it/s, loss=0.761, pair=0.007, adv=4.047, sprd=0.025]
Ep 060/60 [S3:+sens]:  50%|█ | 168/333 [01:55<01:51,  1.47it/s, loss=0.849, pair=0.012, adv=3.957, sprd=0.029]
Ep 060/60 [S3:+sens]:  51%|█ | 169/333 [01:55<01:57,  1.39it/s, loss=0.849, pair=0.012, adv=3.957, sprd=0.029]
Ep 060/60 [S3:+sens]:  51%|█ | 169/333 [01:56<01:57,  1.39it/s, loss=0.764, pair=0.007, adv=3.883, sprd=0.026]
Ep 060/60 [S3:+sens]:  51%|█ | 170/333 [01:56<01:52,  1.45it/s, loss=0.764, pair=0.007, adv=3.883, sprd=0.026]
Ep 060/60 [S3:+sens]:  51%|█ | 170/333 [01:57<01:52,  1.45it/s, loss=0.755, pair=0.000, adv=3.829, sprd=0.023]
Ep 060/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:55,  1.40it/s, loss=0.755, pair=0.000, adv=3.829, sprd=0.023]
Ep 060/60 [S3:+sens]:  51%|█ | 171/333 [01:57<01:55,  1.40it/s, loss=0.738, pair=0.000, adv=3.906, sprd=0.020]
Ep 060/60 [S3:+sens]:  52%|█ | 172/333 [01:57<01:48,  1.48it/s, loss=0.738, pair=0.000, adv=3.906, sprd=0.020]
Ep 060/60 [S3:+sens]:  52%|█ | 172/333 [01:58<01:48,  1.48it/s, loss=0.767, pair=0.001, adv=4.073, sprd=0.029]
Ep 060/60 [S3:+sens]:  52%|█ | 173/333 [01:58<01:52,  1.43it/s, loss=0.767, pair=0.001, adv=4.073, sprd=0.029]
Ep 060/60 [S3:+sens]:  52%|█ | 173/333 [01:59<01:52,  1.43it/s, loss=0.776, pair=0.016, adv=4.009, sprd=0.028]
Ep 060/60 [S3:+sens]:  52%|█ | 174/333 [01:59<01:47,  1.48it/s, loss=0.776, pair=0.016, adv=4.009, sprd=0.028]
Ep 060/60 [S3:+sens]:  52%|█ | 174/333 [02:00<01:47,  1.48it/s, loss=0.764, pair=0.007, adv=3.966, sprd=0.026]
Ep 060/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:52,  1.40it/s, loss=0.764, pair=0.007, adv=3.966, sprd=0.026]
Ep 060/60 [S3:+sens]:  53%|█ | 175/333 [02:00<01:52,  1.40it/s, loss=0.754, pair=0.004, adv=4.169, sprd=0.025]
Ep 060/60 [S3:+sens]:  53%|█ | 176/333 [02:00<01:46,  1.47it/s, loss=0.754, pair=0.004, adv=4.169, sprd=0.025]
Ep 060/60 [S3:+sens]:  53%|█ | 176/333 [02:01<01:46,  1.47it/s, loss=0.726, pair=0.000, adv=3.860, sprd=0.017]
Ep 060/60 [S3:+sens]:  53%|█ | 177/333 [02:01<01:51,  1.40it/s, loss=0.726, pair=0.000, adv=3.860, sprd=0.017]
Ep 060/60 [S3:+sens]:  53%|█ | 177/333 [02:02<01:51,  1.40it/s, loss=0.751, pair=0.000, adv=3.699, sprd=0.021]
Ep 060/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.49it/s, loss=0.751, pair=0.000, adv=3.699, sprd=0.021]
Ep 060/60 [S3:+sens]:  53%|█ | 178/333 [02:02<01:44,  1.49it/s, loss=0.738, pair=0.000, adv=4.215, sprd=0.020]
Ep 060/60 [S3:+sens]:  54%|█ | 179/333 [02:02<01:47,  1.43it/s, loss=0.738, pair=0.000, adv=4.215, sprd=0.020]
Ep 060/60 [S3:+sens]:  54%|█ | 179/333 [02:03<01:47,  1.43it/s, loss=0.739, pair=0.005, adv=3.844, sprd=0.019]
Ep 060/60 [S3:+sens]:  54%|█ | 180/333 [02:03<01:42,  1.50it/s, loss=0.739, pair=0.005, adv=3.844, sprd=0.019]
Ep 060/60 [S3:+sens]:  54%|█ | 180/333 [02:04<01:42,  1.50it/s, loss=0.726, pair=0.000, adv=3.932, sprd=0.016]
Ep 060/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.45it/s, loss=0.726, pair=0.000, adv=3.932, sprd=0.016]
Ep 060/60 [S3:+sens]:  54%|█ | 181/333 [02:04<01:44,  1.45it/s, loss=0.778, pair=0.013, adv=3.627, sprd=0.029]
Ep 060/60 [S3:+sens]:  55%|█ | 182/333 [02:04<01:40,  1.50it/s, loss=0.778, pair=0.013, adv=3.627, sprd=0.029]
Ep 060/60 [S3:+sens]:  55%|█ | 182/333 [02:05<01:40,  1.50it/s, loss=0.738, pair=0.006, adv=3.979, sprd=0.019]
Ep 060/60 [S3:+sens]:  55%|█ | 183/333 [02:05<01:44,  1.44it/s, loss=0.738, pair=0.006, adv=3.979, sprd=0.019]
Ep 060/60 [S3:+sens]:  55%|█ | 183/333 [02:06<01:44,  1.44it/s, loss=0.761, pair=0.008, adv=3.863, sprd=0.024]
Ep 060/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.49it/s, loss=0.761, pair=0.008, adv=3.863, sprd=0.024]
Ep 060/60 [S3:+sens]:  55%|█ | 184/333 [02:06<01:40,  1.49it/s, loss=0.749, pair=0.001, adv=3.824, sprd=0.020]
Ep 060/60 [S3:+sens]:  56%|█ | 185/333 [02:06<01:43,  1.43it/s, loss=0.749, pair=0.001, adv=3.824, sprd=0.020]
Ep 060/60 [S3:+sens]:  56%|█ | 185/333 [02:07<01:43,  1.43it/s, loss=0.757, pair=0.001, adv=4.223, sprd=0.026]
Ep 060/60 [S3:+sens]:  56%|█ | 186/333 [02:07<01:38,  1.49it/s, loss=0.757, pair=0.001, adv=4.223, sprd=0.026]
Ep 060/60 [S3:+sens]:  56%|█ | 186/333 [02:08<01:38,  1.49it/s, loss=0.767, pair=0.001, adv=4.109, sprd=0.024]
Ep 060/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:45,  1.39it/s, loss=0.767, pair=0.001, adv=4.109, sprd=0.024]
Ep 060/60 [S3:+sens]:  56%|█ | 187/333 [02:08<01:45,  1.39it/s, loss=0.776, pair=0.002, adv=4.159, sprd=0.030]
Ep 060/60 [S3:+sens]:  56%|█▏| 188/333 [02:08<01:39,  1.45it/s, loss=0.776, pair=0.002, adv=4.159, sprd=0.030]
Ep 060/60 [S3:+sens]:  56%|█▏| 188/333 [02:09<01:39,  1.45it/s, loss=0.737, pair=0.000, adv=3.828, sprd=0.020]
Ep 060/60 [S3:+sens]:  57%|█▏| 189/333 [02:09<01:40,  1.43it/s, loss=0.737, pair=0.000, adv=3.828, sprd=0.020]
Ep 060/60 [S3:+sens]:  57%|█▏| 189/333 [02:10<01:40,  1.43it/s, loss=0.771, pair=0.007, adv=4.060, sprd=0.029]
Ep 060/60 [S3:+sens]:  57%|█▏| 190/333 [02:10<01:36,  1.48it/s, loss=0.771, pair=0.007, adv=4.060, sprd=0.029]
Ep 060/60 [S3:+sens]:  57%|█▏| 190/333 [02:11<01:36,  1.48it/s, loss=0.737, pair=0.000, adv=4.009, sprd=0.021]
Ep 060/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.42it/s, loss=0.737, pair=0.000, adv=4.009, sprd=0.021]
Ep 060/60 [S3:+sens]:  57%|█▏| 191/333 [02:11<01:39,  1.42it/s, loss=0.739, pair=0.000, adv=3.416, sprd=0.021]
Ep 060/60 [S3:+sens]:  58%|█▏| 192/333 [02:11<01:34,  1.49it/s, loss=0.739, pair=0.000, adv=3.416, sprd=0.021]
Ep 060/60 [S3:+sens]:  58%|█▏| 192/333 [02:12<01:34,  1.49it/s, loss=0.814, pair=0.000, adv=4.119, sprd=0.020]
Ep 060/60 [S3:+sens]:  58%|█▏| 193/333 [02:12<01:35,  1.47it/s, loss=0.814, pair=0.000, adv=4.119, sprd=0.020]
Ep 060/60 [S3:+sens]:  58%|█▏| 193/333 [02:13<01:35,  1.47it/s, loss=0.763, pair=0.000, adv=4.426, sprd=0.027]
Ep 060/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.763, pair=0.000, adv=4.426, sprd=0.027]
Ep 060/60 [S3:+sens]:  58%|█▏| 194/333 [02:13<01:31,  1.52it/s, loss=0.757, pair=0.000, adv=4.135, sprd=0.024]
Ep 060/60 [S3:+sens]:  59%|█▏| 195/333 [02:13<01:38,  1.40it/s, loss=0.757, pair=0.000, adv=4.135, sprd=0.024]
Ep 060/60 [S3:+sens]:  59%|█▏| 195/333 [02:14<01:38,  1.40it/s, loss=0.775, pair=0.011, adv=4.190, sprd=0.028]
Ep 060/60 [S3:+sens]:  59%|█▏| 196/333 [02:14<01:34,  1.46it/s, loss=0.775, pair=0.011, adv=4.190, sprd=0.028]
Ep 060/60 [S3:+sens]:  59%|█▏| 196/333 [02:15<01:34,  1.46it/s, loss=0.745, pair=0.000, adv=4.015, sprd=0.020]
Ep 060/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.745, pair=0.000, adv=4.015, sprd=0.020]
Ep 060/60 [S3:+sens]:  59%|█▏| 197/333 [02:15<01:35,  1.42it/s, loss=0.754, pair=0.000, adv=3.830, sprd=0.025]
Ep 060/60 [S3:+sens]:  59%|█▏| 198/333 [02:15<01:31,  1.48it/s, loss=0.754, pair=0.000, adv=3.830, sprd=0.025]
Ep 060/60 [S3:+sens]:  59%|█▏| 198/333 [02:16<01:31,  1.48it/s, loss=0.743, pair=0.000, adv=4.202, sprd=0.022]
Ep 060/60 [S3:+sens]:  60%|█▏| 199/333 [02:16<01:37,  1.38it/s, loss=0.743, pair=0.000, adv=4.202, sprd=0.022]
Ep 060/60 [S3:+sens]:  60%|█▏| 199/333 [02:17<01:37,  1.38it/s, loss=0.748, pair=0.000, adv=4.231, sprd=0.022]
Ep 060/60 [S3:+sens]:  60%|█▏| 200/333 [02:17<01:29,  1.48it/s, loss=0.748, pair=0.000, adv=4.231, sprd=0.022]
Ep 060/60 [S3:+sens]:  60%|█▏| 200/333 [02:18<01:29,  1.48it/s, loss=0.755, pair=0.000, adv=4.125, sprd=0.024]
Ep 060/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:36,  1.37it/s, loss=0.755, pair=0.000, adv=4.125, sprd=0.024]
Ep 060/60 [S3:+sens]:  60%|█▏| 201/333 [02:18<01:36,  1.37it/s, loss=0.762, pair=0.000, adv=4.317, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 202/333 [02:18<01:29,  1.46it/s, loss=0.762, pair=0.000, adv=4.317, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 202/333 [02:19<01:29,  1.46it/s, loss=0.793, pair=0.002, adv=3.984, sprd=0.017]
Ep 060/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.45it/s, loss=0.793, pair=0.002, adv=3.984, sprd=0.017]
Ep 060/60 [S3:+sens]:  61%|█▏| 203/333 [02:19<01:29,  1.45it/s, loss=0.764, pair=0.000, adv=3.997, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 204/333 [02:19<01:25,  1.50it/s, loss=0.764, pair=0.000, adv=3.997, sprd=0.026]
Ep 060/60 [S3:+sens]:  61%|█▏| 204/333 [02:20<01:25,  1.50it/s, loss=0.732, pair=0.003, adv=3.432, sprd=0.019]
Ep 060/60 [S3:+sens]:  62%|█▏| 205/333 [02:20<01:29,  1.44it/s, loss=0.732, pair=0.003, adv=3.432, sprd=0.019]
Ep 060/60 [S3:+sens]:  62%|█▏| 205/333 [02:21<01:29,  1.44it/s, loss=0.746, pair=0.000, adv=3.775, sprd=0.021]
Ep 060/60 [S3:+sens]:  62%|█▏| 206/333 [02:21<01:23,  1.52it/s, loss=0.746, pair=0.000, adv=3.775, sprd=0.021]
Ep 060/60 [S3:+sens]:  62%|█▏| 206/333 [02:22<01:23,  1.52it/s, loss=0.757, pair=0.000, adv=3.739, sprd=0.025]
Ep 060/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.46it/s, loss=0.757, pair=0.000, adv=3.739, sprd=0.025]
Ep 060/60 [S3:+sens]:  62%|█▏| 207/333 [02:22<01:26,  1.46it/s, loss=0.746, pair=0.000, adv=4.424, sprd=0.023]
Ep 060/60 [S3:+sens]:  62%|█▏| 208/333 [02:22<01:21,  1.53it/s, loss=0.746, pair=0.000, adv=4.424, sprd=0.023]
Ep 060/60 [S3:+sens]:  62%|█▏| 208/333 [02:23<01:21,  1.53it/s, loss=0.775, pair=0.000, adv=4.207, sprd=0.031]
Ep 060/60 [S3:+sens]:  63%|█▎| 209/333 [02:23<01:26,  1.44it/s, loss=0.775, pair=0.000, adv=4.207, sprd=0.031]
Ep 060/60 [S3:+sens]:  63%|█▎| 209/333 [02:24<01:26,  1.44it/s, loss=0.763, pair=0.000, adv=4.146, sprd=0.025]
Ep 060/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.50it/s, loss=0.763, pair=0.000, adv=4.146, sprd=0.025]
Ep 060/60 [S3:+sens]:  63%|█▎| 210/333 [02:24<01:21,  1.50it/s, loss=0.733, pair=0.000, adv=4.248, sprd=0.019]
Ep 060/60 [S3:+sens]:  63%|█▎| 211/333 [02:24<01:25,  1.43it/s, loss=0.733, pair=0.000, adv=4.248, sprd=0.019]
Ep 060/60 [S3:+sens]:  63%|█▎| 211/333 [02:25<01:25,  1.43it/s, loss=0.758, pair=0.000, adv=3.930, sprd=0.026]
Ep 060/60 [S3:+sens]:  64%|█▎| 212/333 [02:25<01:21,  1.49it/s, loss=0.758, pair=0.000, adv=3.930, sprd=0.026]
Ep 060/60 [S3:+sens]:  64%|█▎| 212/333 [02:26<01:21,  1.49it/s, loss=0.733, pair=0.000, adv=4.184, sprd=0.019]
Ep 060/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:22,  1.45it/s, loss=0.733, pair=0.000, adv=4.184, sprd=0.019]
Ep 060/60 [S3:+sens]:  64%|█▎| 213/333 [02:26<01:22,  1.45it/s, loss=0.768, pair=0.000, adv=4.246, sprd=0.027]
Ep 060/60 [S3:+sens]:  64%|█▎| 214/333 [02:26<01:19,  1.51it/s, loss=0.768, pair=0.000, adv=4.246, sprd=0.027]
Ep 060/60 [S3:+sens]:  64%|█▎| 214/333 [02:27<01:19,  1.51it/s, loss=0.741, pair=0.000, adv=3.863, sprd=0.020]
Ep 060/60 [S3:+sens]:  65%|█▎| 215/333 [02:27<01:20,  1.46it/s, loss=0.741, pair=0.000, adv=3.863, sprd=0.020]
Ep 060/60 [S3:+sens]:  65%|█▎| 215/333 [02:28<01:20,  1.46it/s, loss=0.767, pair=0.000, adv=3.725, sprd=0.026]
Ep 060/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.50it/s, loss=0.767, pair=0.000, adv=3.725, sprd=0.026]
Ep 060/60 [S3:+sens]:  65%|█▎| 216/333 [02:28<01:17,  1.50it/s, loss=0.776, pair=0.000, adv=3.930, sprd=0.029]
Ep 060/60 [S3:+sens]:  65%|█▎| 217/333 [02:28<01:23,  1.39it/s, loss=0.776, pair=0.000, adv=3.930, sprd=0.029]
Ep 060/60 [S3:+sens]:  65%|█▎| 217/333 [02:29<01:23,  1.39it/s, loss=0.752, pair=0.001, adv=3.853, sprd=0.024]
Ep 060/60 [S3:+sens]:  65%|█▎| 218/333 [02:29<01:18,  1.47it/s, loss=0.752, pair=0.001, adv=3.853, sprd=0.024]
Ep 060/60 [S3:+sens]:  65%|█▎| 218/333 [02:30<01:18,  1.47it/s, loss=0.750, pair=0.000, adv=4.041, sprd=0.023]
Ep 060/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:21,  1.39it/s, loss=0.750, pair=0.000, adv=4.041, sprd=0.023]
Ep 060/60 [S3:+sens]:  66%|█▎| 219/333 [02:30<01:21,  1.39it/s, loss=0.738, pair=0.000, adv=4.153, sprd=0.019]
Ep 060/60 [S3:+sens]:  66%|█▎| 220/333 [02:30<01:16,  1.47it/s, loss=0.738, pair=0.000, adv=4.153, sprd=0.019]
Ep 060/60 [S3:+sens]:  66%|█▎| 220/333 [02:31<01:16,  1.47it/s, loss=0.743, pair=0.000, adv=4.262, sprd=0.021]
Ep 060/60 [S3:+sens]:  66%|█▎| 221/333 [02:31<01:20,  1.38it/s, loss=0.743, pair=0.000, adv=4.262, sprd=0.021]
Ep 060/60 [S3:+sens]:  66%|█▎| 221/333 [02:32<01:20,  1.38it/s, loss=0.766, pair=0.003, adv=4.214, sprd=0.027]
Ep 060/60 [S3:+sens]:  67%|█▎| 222/333 [02:32<01:16,  1.46it/s, loss=0.766, pair=0.003, adv=4.214, sprd=0.027]
Ep 060/60 [S3:+sens]:  67%|█▎| 222/333 [02:33<01:16,  1.46it/s, loss=0.735, pair=0.000, adv=4.203, sprd=0.017]
Ep 060/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.735, pair=0.000, adv=4.203, sprd=0.017]
Ep 060/60 [S3:+sens]:  67%|█▎| 223/333 [02:33<01:17,  1.42it/s, loss=0.776, pair=0.003, adv=4.237, sprd=0.029]
Ep 060/60 [S3:+sens]:  67%|█▎| 224/333 [02:33<01:14,  1.47it/s, loss=0.776, pair=0.003, adv=4.237, sprd=0.029]
Ep 060/60 [S3:+sens]:  67%|█▎| 224/333 [02:34<01:14,  1.47it/s, loss=0.757, pair=0.000, adv=3.849, sprd=0.026]
Ep 060/60 [S3:+sens]:  68%|█▎| 225/333 [02:34<01:15,  1.43it/s, loss=0.757, pair=0.000, adv=3.849, sprd=0.026]
Ep 060/60 [S3:+sens]:  68%|█▎| 225/333 [02:35<01:15,  1.43it/s, loss=0.770, pair=0.001, adv=3.911, sprd=0.027]
Ep 060/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.770, pair=0.001, adv=3.911, sprd=0.027]
Ep 060/60 [S3:+sens]:  68%|█▎| 226/333 [02:35<01:12,  1.48it/s, loss=0.752, pair=0.000, adv=4.284, sprd=0.023]
Ep 060/60 [S3:+sens]:  68%|█▎| 227/333 [02:35<01:13,  1.44it/s, loss=0.752, pair=0.000, adv=4.284, sprd=0.023]
Ep 060/60 [S3:+sens]:  68%|█▎| 227/333 [02:36<01:13,  1.44it/s, loss=0.732, pair=0.001, adv=4.216, sprd=0.017]
Ep 060/60 [S3:+sens]:  68%|█▎| 228/333 [02:36<01:08,  1.53it/s, loss=0.732, pair=0.001, adv=4.216, sprd=0.017]
Ep 060/60 [S3:+sens]:  68%|█▎| 228/333 [02:37<01:08,  1.53it/s, loss=0.756, pair=0.000, adv=4.162, sprd=0.024]
Ep 060/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:11,  1.45it/s, loss=0.756, pair=0.000, adv=4.162, sprd=0.024]
Ep 060/60 [S3:+sens]:  69%|█▍| 229/333 [02:37<01:11,  1.45it/s, loss=0.754, pair=0.000, adv=3.817, sprd=0.025]
Ep 060/60 [S3:+sens]:  69%|█▍| 230/333 [02:37<01:08,  1.51it/s, loss=0.754, pair=0.000, adv=3.817, sprd=0.025]
Ep 060/60 [S3:+sens]:  69%|█▍| 230/333 [02:38<01:08,  1.51it/s, loss=0.736, pair=0.000, adv=3.577, sprd=0.017]
Ep 060/60 [S3:+sens]:  69%|█▍| 231/333 [02:38<01:10,  1.45it/s, loss=0.736, pair=0.000, adv=3.577, sprd=0.017]
Ep 060/60 [S3:+sens]:  69%|█▍| 231/333 [02:39<01:10,  1.45it/s, loss=0.766, pair=0.000, adv=4.050, sprd=0.026]
Ep 060/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.51it/s, loss=0.766, pair=0.000, adv=4.050, sprd=0.026]
Ep 060/60 [S3:+sens]:  70%|█▍| 232/333 [02:39<01:07,  1.51it/s, loss=0.740, pair=0.000, adv=3.864, sprd=0.020]
Ep 060/60 [S3:+sens]:  70%|█▍| 233/333 [02:39<01:09,  1.44it/s, loss=0.740, pair=0.000, adv=3.864, sprd=0.020]
Ep 060/60 [S3:+sens]:  70%|█▍| 233/333 [02:40<01:09,  1.44it/s, loss=0.743, pair=0.000, adv=4.383, sprd=0.023]
Ep 060/60 [S3:+sens]:  70%|█▍| 234/333 [02:40<01:05,  1.51it/s, loss=0.743, pair=0.000, adv=4.383, sprd=0.023]
Ep 060/60 [S3:+sens]:  70%|█▍| 234/333 [02:41<01:05,  1.51it/s, loss=0.762, pair=0.002, adv=4.235, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:10,  1.39it/s, loss=0.762, pair=0.002, adv=4.235, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 235/333 [02:41<01:10,  1.39it/s, loss=0.732, pair=0.000, adv=4.487, sprd=0.019]
Ep 060/60 [S3:+sens]:  71%|█▍| 236/333 [02:41<01:04,  1.49it/s, loss=0.732, pair=0.000, adv=4.487, sprd=0.019]
Ep 060/60 [S3:+sens]:  71%|█▍| 236/333 [02:42<01:04,  1.49it/s, loss=0.742, pair=0.000, adv=4.049, sprd=0.019]
Ep 060/60 [S3:+sens]:  71%|█▍| 237/333 [02:42<01:07,  1.41it/s, loss=0.742, pair=0.000, adv=4.049, sprd=0.019]
Ep 060/60 [S3:+sens]:  71%|█▍| 237/333 [02:43<01:07,  1.41it/s, loss=0.762, pair=0.000, adv=3.983, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 238/333 [02:43<01:04,  1.48it/s, loss=0.762, pair=0.000, adv=3.983, sprd=0.026]
Ep 060/60 [S3:+sens]:  71%|█▍| 238/333 [02:44<01:04,  1.48it/s, loss=0.746, pair=0.000, adv=4.303, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:08,  1.37it/s, loss=0.746, pair=0.000, adv=4.303, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 239/333 [02:44<01:08,  1.37it/s, loss=0.749, pair=0.000, adv=4.038, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 240/333 [02:44<01:04,  1.45it/s, loss=0.749, pair=0.000, adv=4.038, sprd=0.022]
Ep 060/60 [S3:+sens]:  72%|█▍| 240/333 [02:45<01:04,  1.45it/s, loss=0.736, pair=0.000, adv=4.083, sprd=0.020]
Ep 060/60 [S3:+sens]:  72%|█▍| 241/333 [02:45<01:04,  1.42it/s, loss=0.736, pair=0.000, adv=4.083, sprd=0.020]
Ep 060/60 [S3:+sens]:  72%|█▍| 241/333 [02:46<01:04,  1.42it/s, loss=0.755, pair=0.000, adv=3.662, sprd=0.026]
Ep 060/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.48it/s, loss=0.755, pair=0.000, adv=3.662, sprd=0.026]
Ep 060/60 [S3:+sens]:  73%|█▍| 242/333 [02:46<01:01,  1.48it/s, loss=0.770, pair=0.005, adv=3.961, sprd=0.028]
Ep 060/60 [S3:+sens]:  73%|█▍| 243/333 [02:46<01:03,  1.41it/s, loss=0.770, pair=0.005, adv=3.961, sprd=0.028]
Ep 060/60 [S3:+sens]:  73%|█▍| 243/333 [02:47<01:03,  1.41it/s, loss=0.762, pair=0.001, adv=3.545, sprd=0.025]
Ep 060/60 [S3:+sens]:  73%|█▍| 244/333 [02:47<01:00,  1.47it/s, loss=0.762, pair=0.001, adv=3.545, sprd=0.025]
Ep 060/60 [S3:+sens]:  73%|█▍| 244/333 [02:48<01:00,  1.47it/s, loss=0.747, pair=0.001, adv=3.891, sprd=0.024]
Ep 060/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.41it/s, loss=0.747, pair=0.001, adv=3.891, sprd=0.024]
Ep 060/60 [S3:+sens]:  74%|█▍| 245/333 [02:48<01:02,  1.41it/s, loss=0.754, pair=0.000, adv=3.934, sprd=0.024]
Ep 060/60 [S3:+sens]:  74%|█▍| 246/333 [02:48<00:58,  1.48it/s, loss=0.754, pair=0.000, adv=3.934, sprd=0.024]
Ep 060/60 [S3:+sens]:  74%|█▍| 246/333 [02:49<00:58,  1.48it/s, loss=0.738, pair=0.000, adv=4.341, sprd=0.020]
Ep 060/60 [S3:+sens]:  74%|█▍| 247/333 [02:49<00:59,  1.44it/s, loss=0.738, pair=0.000, adv=4.341, sprd=0.020]
Ep 060/60 [S3:+sens]:  74%|█▍| 247/333 [02:50<00:59,  1.44it/s, loss=0.739, pair=0.001, adv=4.021, sprd=0.019]
Ep 060/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.739, pair=0.001, adv=4.021, sprd=0.019]
Ep 060/60 [S3:+sens]:  74%|█▍| 248/333 [02:50<00:56,  1.50it/s, loss=0.749, pair=0.002, adv=3.849, sprd=0.022]
Ep 060/60 [S3:+sens]:  75%|█▍| 249/333 [02:50<00:58,  1.43it/s, loss=0.749, pair=0.002, adv=3.849, sprd=0.022]
Ep 060/60 [S3:+sens]:  75%|█▍| 249/333 [02:51<00:58,  1.43it/s, loss=0.726, pair=0.000, adv=3.770, sprd=0.016]
Ep 060/60 [S3:+sens]:  75%|█▌| 250/333 [02:51<00:54,  1.52it/s, loss=0.726, pair=0.000, adv=3.770, sprd=0.016]
Ep 060/60 [S3:+sens]:  75%|█▌| 250/333 [02:52<00:54,  1.52it/s, loss=0.753, pair=0.000, adv=3.929, sprd=0.023]
Ep 060/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.753, pair=0.000, adv=3.929, sprd=0.023]
Ep 060/60 [S3:+sens]:  75%|█▌| 251/333 [02:52<00:56,  1.44it/s, loss=0.744, pair=0.000, adv=3.904, sprd=0.020]
Ep 060/60 [S3:+sens]:  76%|█▌| 252/333 [02:52<00:53,  1.50it/s, loss=0.744, pair=0.000, adv=3.904, sprd=0.020]
Ep 060/60 [S3:+sens]:  76%|█▌| 252/333 [02:53<00:53,  1.50it/s, loss=0.756, pair=0.000, adv=4.449, sprd=0.023]
Ep 060/60 [S3:+sens]:  76%|█▌| 253/333 [02:53<00:55,  1.45it/s, loss=0.756, pair=0.000, adv=4.449, sprd=0.023]
Ep 060/60 [S3:+sens]:  76%|█▌| 253/333 [02:54<00:55,  1.45it/s, loss=0.724, pair=0.000, adv=3.878, sprd=0.017]
Ep 060/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:51,  1.53it/s, loss=0.724, pair=0.000, adv=3.878, sprd=0.017]
Ep 060/60 [S3:+sens]:  76%|█▌| 254/333 [02:54<00:51,  1.53it/s, loss=0.824, pair=0.000, adv=4.148, sprd=0.023]
Ep 060/60 [S3:+sens]:  77%|█▌| 255/333 [02:54<00:53,  1.45it/s, loss=0.824, pair=0.000, adv=4.148, sprd=0.023]
Ep 060/60 [S3:+sens]:  77%|█▌| 255/333 [02:55<00:53,  1.45it/s, loss=0.777, pair=0.003, adv=4.598, sprd=0.028]
Ep 060/60 [S3:+sens]:  77%|█▌| 256/333 [02:55<00:51,  1.50it/s, loss=0.777, pair=0.003, adv=4.598, sprd=0.028]
Ep 060/60 [S3:+sens]:  77%|█▌| 256/333 [02:56<00:51,  1.50it/s, loss=0.752, pair=0.000, adv=4.086, sprd=0.023]
Ep 060/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.42it/s, loss=0.752, pair=0.000, adv=4.086, sprd=0.023]
Ep 060/60 [S3:+sens]:  77%|█▌| 257/333 [02:56<00:53,  1.42it/s, loss=0.759, pair=0.000, adv=4.120, sprd=0.025]
Ep 060/60 [S3:+sens]:  77%|█▌| 258/333 [02:56<00:50,  1.50it/s, loss=0.759, pair=0.000, adv=4.120, sprd=0.025]
Ep 060/60 [S3:+sens]:  77%|█▌| 258/333 [02:57<00:50,  1.50it/s, loss=0.738, pair=0.000, adv=4.014, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 259/333 [02:57<00:51,  1.44it/s, loss=0.738, pair=0.000, adv=4.014, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 259/333 [02:58<00:51,  1.44it/s, loss=0.748, pair=0.000, adv=3.927, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 260/333 [02:58<00:48,  1.51it/s, loss=0.748, pair=0.000, adv=3.927, sprd=0.019]
Ep 060/60 [S3:+sens]:  78%|█▌| 260/333 [02:59<00:48,  1.51it/s, loss=0.841, pair=0.003, adv=4.201, sprd=0.029]
Ep 060/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.45it/s, loss=0.841, pair=0.003, adv=4.201, sprd=0.029]
Ep 060/60 [S3:+sens]:  78%|█▌| 261/333 [02:59<00:49,  1.45it/s, loss=0.728, pair=0.000, adv=3.841, sprd=0.017]
Ep 060/60 [S3:+sens]:  79%|█▌| 262/333 [02:59<00:46,  1.54it/s, loss=0.728, pair=0.000, adv=3.841, sprd=0.017]
Ep 060/60 [S3:+sens]:  79%|█▌| 262/333 [03:00<00:46,  1.54it/s, loss=0.761, pair=0.000, adv=4.341, sprd=0.025]
Ep 060/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:47,  1.46it/s, loss=0.761, pair=0.000, adv=4.341, sprd=0.025]
Ep 060/60 [S3:+sens]:  79%|█▌| 263/333 [03:00<00:47,  1.46it/s, loss=0.718, pair=0.000, adv=3.453, sprd=0.016]
Ep 060/60 [S3:+sens]:  79%|█▌| 264/333 [03:00<00:44,  1.54it/s, loss=0.718, pair=0.000, adv=3.453, sprd=0.016]
Ep 060/60 [S3:+sens]:  79%|█▌| 264/333 [03:01<00:44,  1.54it/s, loss=0.738, pair=0.000, adv=4.168, sprd=0.019]
Ep 060/60 [S3:+sens]:  80%|█▌| 265/333 [03:01<00:45,  1.48it/s, loss=0.738, pair=0.000, adv=4.168, sprd=0.019]
Ep 060/60 [S3:+sens]:  80%|█▌| 265/333 [03:02<00:45,  1.48it/s, loss=0.778, pair=0.007, adv=4.021, sprd=0.030]
Ep 060/60 [S3:+sens]:  80%|█▌| 266/333 [03:02<00:44,  1.51it/s, loss=0.778, pair=0.007, adv=4.021, sprd=0.030]
Ep 060/60 [S3:+sens]:  80%|█▌| 266/333 [03:03<00:44,  1.51it/s, loss=0.747, pair=0.000, adv=4.054, sprd=0.020]
Ep 060/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:45,  1.46it/s, loss=0.747, pair=0.000, adv=4.054, sprd=0.020]
Ep 060/60 [S3:+sens]:  80%|█▌| 267/333 [03:03<00:45,  1.46it/s, loss=0.780, pair=0.005, adv=4.383, sprd=0.031]
Ep 060/60 [S3:+sens]:  80%|█▌| 268/333 [03:03<00:43,  1.50it/s, loss=0.780, pair=0.005, adv=4.383, sprd=0.031]
Ep 060/60 [S3:+sens]:  80%|█▌| 268/333 [03:04<00:43,  1.50it/s, loss=0.748, pair=0.000, adv=3.965, sprd=0.022]
Ep 060/60 [S3:+sens]:  81%|█▌| 269/333 [03:04<00:44,  1.44it/s, loss=0.748, pair=0.000, adv=3.965, sprd=0.022]
Ep 060/60 [S3:+sens]:  81%|█▌| 269/333 [03:05<00:44,  1.44it/s, loss=0.753, pair=0.000, adv=3.937, sprd=0.025]
Ep 060/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.49it/s, loss=0.753, pair=0.000, adv=3.937, sprd=0.025]
Ep 060/60 [S3:+sens]:  81%|█▌| 270/333 [03:05<00:42,  1.49it/s, loss=0.746, pair=0.000, adv=4.142, sprd=0.023]
Ep 060/60 [S3:+sens]:  81%|█▋| 271/333 [03:05<00:42,  1.45it/s, loss=0.746, pair=0.000, adv=4.142, sprd=0.023]
Ep 060/60 [S3:+sens]:  81%|█▋| 271/333 [03:06<00:42,  1.45it/s, loss=0.769, pair=0.000, adv=4.273, sprd=0.025]
Ep 060/60 [S3:+sens]:  82%|█▋| 272/333 [03:06<00:40,  1.51it/s, loss=0.769, pair=0.000, adv=4.273, sprd=0.025]
Ep 060/60 [S3:+sens]:  82%|█▋| 272/333 [03:07<00:40,  1.51it/s, loss=0.767, pair=0.012, adv=4.098, sprd=0.026]
Ep 060/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.42it/s, loss=0.767, pair=0.012, adv=4.098, sprd=0.026]
Ep 060/60 [S3:+sens]:  82%|█▋| 273/333 [03:07<00:42,  1.42it/s, loss=0.762, pair=0.001, adv=3.864, sprd=0.024]
Ep 060/60 [S3:+sens]:  82%|█▋| 274/333 [03:07<00:39,  1.48it/s, loss=0.762, pair=0.001, adv=3.864, sprd=0.024]
Ep 060/60 [S3:+sens]:  82%|█▋| 274/333 [03:08<00:39,  1.48it/s, loss=0.734, pair=0.000, adv=3.965, sprd=0.020]
Ep 060/60 [S3:+sens]:  83%|█▋| 275/333 [03:08<00:41,  1.41it/s, loss=0.734, pair=0.000, adv=3.965, sprd=0.020]
Ep 060/60 [S3:+sens]:  83%|█▋| 275/333 [03:09<00:41,  1.41it/s, loss=0.746, pair=0.003, adv=3.610, sprd=0.022]
Ep 060/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.48it/s, loss=0.746, pair=0.003, adv=3.610, sprd=0.022]
Ep 060/60 [S3:+sens]:  83%|█▋| 276/333 [03:09<00:38,  1.48it/s, loss=0.746, pair=0.000, adv=3.770, sprd=0.022]
Ep 060/60 [S3:+sens]:  83%|█▋| 277/333 [03:09<00:39,  1.42it/s, loss=0.746, pair=0.000, adv=3.770, sprd=0.022]
Ep 060/60 [S3:+sens]:  83%|█▋| 277/333 [03:10<00:39,  1.42it/s, loss=0.782, pair=0.008, adv=4.128, sprd=0.031]
Ep 060/60 [S3:+sens]:  83%|█▋| 278/333 [03:10<00:37,  1.47it/s, loss=0.782, pair=0.008, adv=4.128, sprd=0.031]
Ep 060/60 [S3:+sens]:  83%|█▋| 278/333 [03:11<00:37,  1.47it/s, loss=0.742, pair=0.007, adv=4.124, sprd=0.020]
Ep 060/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:38,  1.41it/s, loss=0.742, pair=0.007, adv=4.124, sprd=0.020]
Ep 060/60 [S3:+sens]:  84%|█▋| 279/333 [03:11<00:38,  1.41it/s, loss=0.740, pair=0.001, adv=3.949, sprd=0.021]
Ep 060/60 [S3:+sens]:  84%|█▋| 280/333 [03:11<00:35,  1.48it/s, loss=0.740, pair=0.001, adv=3.949, sprd=0.021]
Ep 060/60 [S3:+sens]:  84%|█▋| 280/333 [03:12<00:35,  1.48it/s, loss=0.751, pair=0.000, adv=4.463, sprd=0.022]
Ep 060/60 [S3:+sens]:  84%|█▋| 281/333 [03:12<00:36,  1.44it/s, loss=0.751, pair=0.000, adv=4.463, sprd=0.022]
Ep 060/60 [S3:+sens]:  84%|█▋| 281/333 [03:13<00:36,  1.44it/s, loss=0.758, pair=0.012, adv=3.987, sprd=0.024]
Ep 060/60 [S3:+sens]:  85%|█▋| 282/333 [03:13<00:34,  1.49it/s, loss=0.758, pair=0.012, adv=3.987, sprd=0.024]
Ep 060/60 [S3:+sens]:  85%|█▋| 282/333 [03:14<00:34,  1.49it/s, loss=0.782, pair=0.005, adv=3.945, sprd=0.030]
Ep 060/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.41it/s, loss=0.782, pair=0.005, adv=3.945, sprd=0.030]
Ep 060/60 [S3:+sens]:  85%|█▋| 283/333 [03:14<00:35,  1.41it/s, loss=0.757, pair=0.004, adv=4.256, sprd=0.023]
Ep 060/60 [S3:+sens]:  85%|█▋| 284/333 [03:14<00:33,  1.48it/s, loss=0.757, pair=0.004, adv=4.256, sprd=0.023]
Ep 060/60 [S3:+sens]:  85%|█▋| 284/333 [03:15<00:33,  1.48it/s, loss=0.735, pair=0.000, adv=4.030, sprd=0.019]
Ep 060/60 [S3:+sens]:  86%|█▋| 285/333 [03:15<00:33,  1.42it/s, loss=0.735, pair=0.000, adv=4.030, sprd=0.019]
Ep 060/60 [S3:+sens]:  86%|█▋| 285/333 [03:16<00:33,  1.42it/s, loss=0.778, pair=0.011, adv=4.370, sprd=0.029]
Ep 060/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.778, pair=0.011, adv=4.370, sprd=0.029]
Ep 060/60 [S3:+sens]:  86%|█▋| 286/333 [03:16<00:31,  1.48it/s, loss=0.752, pair=0.001, adv=4.377, sprd=0.022]
Ep 060/60 [S3:+sens]:  86%|█▋| 287/333 [03:16<00:32,  1.43it/s, loss=0.752, pair=0.001, adv=4.377, sprd=0.022]
Ep 060/60 [S3:+sens]:  86%|█▋| 287/333 [03:17<00:32,  1.43it/s, loss=0.749, pair=0.005, adv=4.252, sprd=0.021]
Ep 060/60 [S3:+sens]:  86%|█▋| 288/333 [03:17<00:30,  1.49it/s, loss=0.749, pair=0.005, adv=4.252, sprd=0.021]
Ep 060/60 [S3:+sens]:  86%|█▋| 288/333 [03:18<00:30,  1.49it/s, loss=0.760, pair=0.017, adv=3.698, sprd=0.022]
Ep 060/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:32,  1.36it/s, loss=0.760, pair=0.017, adv=3.698, sprd=0.022]
Ep 060/60 [S3:+sens]:  87%|█▋| 289/333 [03:18<00:32,  1.36it/s, loss=0.737, pair=0.001, adv=4.170, sprd=0.017]
Ep 060/60 [S3:+sens]:  87%|█▋| 290/333 [03:18<00:29,  1.46it/s, loss=0.737, pair=0.001, adv=4.170, sprd=0.017]
Ep 060/60 [S3:+sens]:  87%|█▋| 290/333 [03:19<00:29,  1.46it/s, loss=0.769, pair=0.007, adv=3.958, sprd=0.026]
Ep 060/60 [S3:+sens]:  87%|█▋| 291/333 [03:19<00:29,  1.41it/s, loss=0.769, pair=0.007, adv=3.958, sprd=0.026]
Ep 060/60 [S3:+sens]:  87%|█▋| 291/333 [03:20<00:29,  1.41it/s, loss=0.742, pair=0.001, adv=3.906, sprd=0.020]
Ep 060/60 [S3:+sens]:  88%|█▊| 292/333 [03:20<00:27,  1.48it/s, loss=0.742, pair=0.001, adv=3.906, sprd=0.020]
Ep 060/60 [S3:+sens]:  88%|█▊| 292/333 [03:21<00:27,  1.48it/s, loss=0.767, pair=0.007, adv=4.293, sprd=0.025]
Ep 060/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.42it/s, loss=0.767, pair=0.007, adv=4.293, sprd=0.025]
Ep 060/60 [S3:+sens]:  88%|█▊| 293/333 [03:21<00:28,  1.42it/s, loss=0.734, pair=0.000, adv=3.473, sprd=0.019]
Ep 060/60 [S3:+sens]:  88%|█▊| 294/333 [03:21<00:25,  1.50it/s, loss=0.734, pair=0.000, adv=3.473, sprd=0.019]
Ep 060/60 [S3:+sens]:  88%|█▊| 294/333 [03:22<00:25,  1.50it/s, loss=0.736, pair=0.000, adv=3.657, sprd=0.019]
Ep 060/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.46it/s, loss=0.736, pair=0.000, adv=3.657, sprd=0.019]
Ep 060/60 [S3:+sens]:  89%|█▊| 295/333 [03:22<00:26,  1.46it/s, loss=0.737, pair=0.002, adv=3.752, sprd=0.020]
Ep 060/60 [S3:+sens]:  89%|█▊| 296/333 [03:22<00:24,  1.51it/s, loss=0.737, pair=0.002, adv=3.752, sprd=0.020]
Ep 060/60 [S3:+sens]:  89%|█▊| 296/333 [03:23<00:24,  1.51it/s, loss=0.828, pair=0.007, adv=4.242, sprd=0.022]
Ep 060/60 [S3:+sens]:  89%|█▊| 297/333 [03:23<00:24,  1.45it/s, loss=0.828, pair=0.007, adv=4.242, sprd=0.022]
Ep 060/60 [S3:+sens]:  89%|█▊| 297/333 [03:24<00:24,  1.45it/s, loss=0.741, pair=0.004, adv=3.824, sprd=0.020]
Ep 060/60 [S3:+sens]:  89%|█▊| 298/333 [03:24<00:23,  1.51it/s, loss=0.741, pair=0.004, adv=3.824, sprd=0.020]
Ep 060/60 [S3:+sens]:  89%|█▊| 298/333 [03:25<00:23,  1.51it/s, loss=0.754, pair=0.005, adv=4.268, sprd=0.024]
Ep 060/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.39it/s, loss=0.754, pair=0.005, adv=4.268, sprd=0.024]
Ep 060/60 [S3:+sens]:  90%|█▊| 299/333 [03:25<00:24,  1.39it/s, loss=0.767, pair=0.007, adv=4.168, sprd=0.026]
Ep 060/60 [S3:+sens]:  90%|█▊| 300/333 [03:25<00:22,  1.46it/s, loss=0.767, pair=0.007, adv=4.168, sprd=0.026]
Ep 060/60 [S3:+sens]:  90%|█▊| 300/333 [03:26<00:22,  1.46it/s, loss=0.765, pair=0.006, adv=3.879, sprd=0.026]
Ep 060/60 [S3:+sens]:  90%|█▊| 301/333 [03:26<00:22,  1.40it/s, loss=0.765, pair=0.006, adv=3.879, sprd=0.026]
Ep 060/60 [S3:+sens]:  90%|█▊| 301/333 [03:27<00:22,  1.40it/s, loss=0.750, pair=0.003, adv=3.675, sprd=0.022]
Ep 060/60 [S3:+sens]:  91%|█▊| 302/333 [03:27<00:21,  1.46it/s, loss=0.750, pair=0.003, adv=3.675, sprd=0.022]
Ep 060/60 [S3:+sens]:  91%|█▊| 302/333 [03:28<00:21,  1.46it/s, loss=0.780, pair=0.005, adv=4.038, sprd=0.028]
Ep 060/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:22,  1.33it/s, loss=0.780, pair=0.005, adv=4.038, sprd=0.028]
Ep 060/60 [S3:+sens]:  91%|█▊| 303/333 [03:28<00:22,  1.33it/s, loss=0.764, pair=0.008, adv=4.204, sprd=0.025]
Ep 060/60 [S3:+sens]:  91%|█▊| 304/333 [03:28<00:20,  1.42it/s, loss=0.764, pair=0.008, adv=4.204, sprd=0.025]
Ep 060/60 [S3:+sens]:  91%|█▊| 304/333 [03:29<00:20,  1.42it/s, loss=0.733, pair=0.003, adv=3.980, sprd=0.018]
Ep 060/60 [S3:+sens]:  92%|█▊| 305/333 [03:29<00:20,  1.38it/s, loss=0.733, pair=0.003, adv=3.980, sprd=0.018]
Ep 060/60 [S3:+sens]:  92%|█▊| 305/333 [03:30<00:20,  1.38it/s, loss=0.759, pair=0.005, adv=4.052, sprd=0.025]
Ep 060/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.45it/s, loss=0.759, pair=0.005, adv=4.052, sprd=0.025]
Ep 060/60 [S3:+sens]:  92%|█▊| 306/333 [03:30<00:18,  1.45it/s, loss=0.774, pair=0.004, adv=3.857, sprd=0.030]
Ep 060/60 [S3:+sens]:  92%|█▊| 307/333 [03:30<00:19,  1.36it/s, loss=0.774, pair=0.004, adv=3.857, sprd=0.030]
Ep 060/60 [S3:+sens]:  92%|█▊| 307/333 [03:31<00:19,  1.36it/s, loss=0.747, pair=0.000, adv=3.894, sprd=0.021]
Ep 060/60 [S3:+sens]:  92%|█▊| 308/333 [03:31<00:17,  1.46it/s, loss=0.747, pair=0.000, adv=3.894, sprd=0.021]
Ep 060/60 [S3:+sens]:  92%|█▊| 308/333 [03:32<00:17,  1.46it/s, loss=0.769, pair=0.007, adv=4.433, sprd=0.027]
Ep 060/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.39it/s, loss=0.769, pair=0.007, adv=4.433, sprd=0.027]
Ep 060/60 [S3:+sens]:  93%|█▊| 309/333 [03:32<00:17,  1.39it/s, loss=0.737, pair=0.001, adv=3.920, sprd=0.020]
Ep 060/60 [S3:+sens]:  93%|█▊| 310/333 [03:32<00:15,  1.48it/s, loss=0.737, pair=0.001, adv=3.920, sprd=0.020]
Ep 060/60 [S3:+sens]:  93%|█▊| 310/333 [03:33<00:15,  1.48it/s, loss=0.743, pair=0.001, adv=3.925, sprd=0.021]
Ep 060/60 [S3:+sens]:  93%|█▊| 311/333 [03:33<00:15,  1.40it/s, loss=0.743, pair=0.001, adv=3.925, sprd=0.021]
Ep 060/60 [S3:+sens]:  93%|█▊| 311/333 [03:34<00:15,  1.40it/s, loss=0.761, pair=0.002, adv=3.523, sprd=0.025]
Ep 060/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.47it/s, loss=0.761, pair=0.002, adv=3.523, sprd=0.025]
Ep 060/60 [S3:+sens]:  94%|█▊| 312/333 [03:34<00:14,  1.47it/s, loss=0.725, pair=0.001, adv=4.103, sprd=0.017]
Ep 060/60 [S3:+sens]:  94%|█▉| 313/333 [03:34<00:13,  1.44it/s, loss=0.725, pair=0.001, adv=4.103, sprd=0.017]
Ep 060/60 [S3:+sens]:  94%|█▉| 313/333 [03:35<00:13,  1.44it/s, loss=0.754, pair=0.003, adv=4.017, sprd=0.023]
Ep 060/60 [S3:+sens]:  94%|█▉| 314/333 [03:35<00:12,  1.50it/s, loss=0.754, pair=0.003, adv=4.017, sprd=0.023]
Ep 060/60 [S3:+sens]:  94%|█▉| 314/333 [03:36<00:12,  1.50it/s, loss=0.752, pair=0.002, adv=3.952, sprd=0.023]
Ep 060/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.44it/s, loss=0.752, pair=0.002, adv=3.952, sprd=0.023]
Ep 060/60 [S3:+sens]:  95%|█▉| 315/333 [03:36<00:12,  1.44it/s, loss=0.742, pair=0.003, adv=4.114, sprd=0.020]
Ep 060/60 [S3:+sens]:  95%|█▉| 316/333 [03:36<00:11,  1.50it/s, loss=0.742, pair=0.003, adv=4.114, sprd=0.020]
Ep 060/60 [S3:+sens]:  95%|█▉| 316/333 [03:37<00:11,  1.50it/s, loss=0.762, pair=0.006, adv=3.777, sprd=0.026]
Ep 060/60 [S3:+sens]:  95%|█▉| 317/333 [03:37<00:11,  1.42it/s, loss=0.762, pair=0.006, adv=3.777, sprd=0.026]
Ep 060/60 [S3:+sens]:  95%|█▉| 317/333 [03:38<00:11,  1.42it/s, loss=0.764, pair=0.004, adv=4.324, sprd=0.026]
Ep 060/60 [S3:+sens]:  95%|█▉| 318/333 [03:38<00:10,  1.49it/s, loss=0.764, pair=0.004, adv=4.324, sprd=0.026]
Ep 060/60 [S3:+sens]:  95%|█▉| 318/333 [03:39<00:10,  1.49it/s, loss=0.757, pair=0.004, adv=3.778, sprd=0.023]
Ep 060/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.44it/s, loss=0.757, pair=0.004, adv=3.778, sprd=0.023]
Ep 060/60 [S3:+sens]:  96%|█▉| 319/333 [03:39<00:09,  1.44it/s, loss=0.756, pair=0.007, adv=3.925, sprd=0.025]
Ep 060/60 [S3:+sens]:  96%|█▉| 320/333 [03:39<00:08,  1.50it/s, loss=0.756, pair=0.007, adv=3.925, sprd=0.025]
Ep 060/60 [S3:+sens]:  96%|█▉| 320/333 [03:40<00:08,  1.50it/s, loss=0.727, pair=0.001, adv=3.968, sprd=0.015]
Ep 060/60 [S3:+sens]:  96%|█▉| 321/333 [03:40<00:08,  1.44it/s, loss=0.727, pair=0.001, adv=3.968, sprd=0.015]
Ep 060/60 [S3:+sens]:  96%|█▉| 321/333 [03:41<00:08,  1.44it/s, loss=0.762, pair=0.003, adv=4.008, sprd=0.026]
Ep 060/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.762, pair=0.003, adv=4.008, sprd=0.026]
Ep 060/60 [S3:+sens]:  97%|█▉| 322/333 [03:41<00:07,  1.50it/s, loss=0.735, pair=0.002, adv=3.735, sprd=0.018]
Ep 060/60 [S3:+sens]:  97%|█▉| 323/333 [03:41<00:06,  1.43it/s, loss=0.735, pair=0.002, adv=3.735, sprd=0.018]
Ep 060/60 [S3:+sens]:  97%|█▉| 323/333 [03:42<00:06,  1.43it/s, loss=0.762, pair=0.003, adv=4.154, sprd=0.026]
Ep 060/60 [S3:+sens]:  97%|█▉| 324/333 [03:42<00:05,  1.50it/s, loss=0.762, pair=0.003, adv=4.154, sprd=0.026]
Ep 060/60 [S3:+sens]:  97%|█▉| 324/333 [03:43<00:05,  1.50it/s, loss=0.743, pair=0.003, adv=4.287, sprd=0.021]
Ep 060/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.743, pair=0.003, adv=4.287, sprd=0.021]
Ep 060/60 [S3:+sens]:  98%|█▉| 325/333 [03:43<00:05,  1.44it/s, loss=0.766, pair=0.005, adv=4.113, sprd=0.028]
Ep 060/60 [S3:+sens]:  98%|█▉| 326/333 [03:43<00:04,  1.50it/s, loss=0.766, pair=0.005, adv=4.113, sprd=0.028]
Ep 060/60 [S3:+sens]:  98%|█▉| 326/333 [03:44<00:04,  1.50it/s, loss=0.741, pair=0.002, adv=4.219, sprd=0.020]
Ep 060/60 [S3:+sens]:  98%|█▉| 327/333 [03:44<00:04,  1.44it/s, loss=0.741, pair=0.002, adv=4.219, sprd=0.020]
Ep 060/60 [S3:+sens]:  98%|█▉| 327/333 [03:45<00:04,  1.44it/s, loss=0.763, pair=0.001, adv=3.922, sprd=0.027]
Ep 060/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.763, pair=0.001, adv=3.922, sprd=0.027]
Ep 060/60 [S3:+sens]:  98%|█▉| 328/333 [03:45<00:03,  1.51it/s, loss=0.739, pair=0.000, adv=3.870, sprd=0.020]
Ep 060/60 [S3:+sens]:  99%|█▉| 329/333 [03:45<00:02,  1.47it/s, loss=0.739, pair=0.000, adv=3.870, sprd=0.020]
Ep 060/60 [S3:+sens]:  99%|█▉| 329/333 [03:46<00:02,  1.47it/s, loss=0.733, pair=0.000, adv=3.881, sprd=0.019]
Ep 060/60 [S3:+sens]:  99%|█▉| 330/333 [03:46<00:01,  1.55it/s, loss=0.733, pair=0.000, adv=3.881, sprd=0.019]
Ep 060/60 [S3:+sens]:  99%|█▉| 330/333 [03:47<00:01,  1.55it/s, loss=0.741, pair=0.000, adv=4.014, sprd=0.018]
Ep 060/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.48it/s, loss=0.741, pair=0.000, adv=4.014, sprd=0.018]
Ep 060/60 [S3:+sens]:  99%|█▉| 331/333 [03:47<00:01,  1.48it/s, loss=0.731, pair=0.001, adv=3.961, sprd=0.018]
Ep 060/60 [S3:+sens]: 100%|█▉| 332/333 [03:47<00:00,  1.54it/s, loss=0.731, pair=0.001, adv=3.961, sprd=0.018]
Ep 060/60 [S3:+sens]: 100%|█▉| 332/333 [03:48<00:00,  1.54it/s, loss=0.779, pair=0.004, adv=4.002, sprd=0.030]
Ep 060/60 [S3:+sens]: 100%|██| 333/333 [03:48<00:00,  1.46it/s, loss=0.779, pair=0.004, adv=4.002, sprd=0.030]
                                                                                                              
Epoch 060/60 [S3:+sens]  loss=0.7546  mat=0.3384  sens=1.0120  pair=0.0018  adv=4.0530(rand=3.37)  deg=0.0064  orth=0.0003  spread=0.0229  q_mean=50.9  q_std=16.6  α=0.25 β=0.35 γ=0.50 λ_grl=0.600  lr=5.07e-06  228s
Training finished. Checkpoint: /home/aiserver/works/fingerprint/sifq/checkpoints/v17/last.pt
Metrics: /home/aiserver/works/fingerprint/sifq/checkpoints/v17/metrics.jsonl
[auto-eval] Training done. Starting eval v17...
/home/aiserver/works/fingerprint/sifq/scripts/run_eval_v17.sh: line 14: /home/aiserver/works/fingerprint/.venv/bin/activate: No such file or directory